diff --git "a/scannet/semseg-spunet-efficient-lr5/train.log" "b/scannet/semseg-spunet-efficient-lr5/train.log" new file mode 100644--- /dev/null +++ "b/scannet/semseg-spunet-efficient-lr5/train.log" @@ -0,0 +1,21509 @@ +[2025-02-26 23:30:21,861 INFO train.py line 128 3738285] => Loading config ... +[2025-02-26 23:30:21,862 INFO train.py line 130 3738285] Save path: exp/scannet/semseg-spunet-efficient-lr5 +[2025-02-26 23:30:22,520 INFO train.py line 131 3738285] Config: +weight = 'exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth' +resume = False +evaluate = True +test_only = False +seed = 14893791 +save_path = 'exp/scannet/semseg-spunet-efficient-lr5' +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', + lr_file='data/scannet/tasks/scenes/5.txt', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='RandomDropout', + dropout_ratio=0.2, + dropout_application_ratio=0.2), + dict( + type='RandomRotate', + angle=[-1, 1], + axis='z', + center=[0, 0, 0], + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='x', + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='y', + p=0.5), + dict(type='RandomScale', scale=[0.9, 1.1]), + dict(type='RandomFlip', p=0.5), + dict(type='RandomJitter', sigma=0.005, clip=0.02), + dict( + type='ElasticDistortion', + distortion_params=[[0.2, 0.4], [0.8, 1.6]]), + dict(type='ChromaticAutoContrast', p=0.2, blend_factor=None), + dict(type='ChromaticTranslation', p=0.95, ratio=0.05), + dict(type='ChromaticJitter', p=0.95, std=0.05), + dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='train', + return_grid_coord=True), + dict(type='SphereCrop', point_max=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 + +[2025-02-26 23:30:22,521 INFO train.py line 132 3738285] => Building model ... +[2025-02-26 23:30:23,137 INFO train.py line 225 3738285] Num params: 39157844 +[2025-02-26 23:30:23,379 INFO train.py line 134 3738285] => Building writer ... +[2025-02-26 23:30:23,381 INFO train.py line 235 3738285] Tensorboard writer logging dir: exp/scannet/semseg-spunet-efficient-lr5 +[2025-02-26 23:30:23,381 INFO train.py line 136 3738285] => Building train dataset & dataloader ... +[2025-02-26 23:30:23,382 INFO defaults.py line 68 3738285] Totally 60 x 8 samples in train set. +[2025-02-26 23:30:23,382 INFO train.py line 138 3738285] => Building val dataset & dataloader ... +[2025-02-26 23:30:23,383 INFO defaults.py line 68 3738285] Totally 312 x 1 samples in val set. +[2025-02-26 23:30:23,383 INFO train.py line 140 3738285] => Building optimize, scheduler, scaler(amp) ... +[2025-02-26 23:30:23,384 INFO train.py line 144 3738285] => Building hooks ... +[2025-02-26 23:30:23,384 INFO misc.py line 214 3738285] => Loading checkpoint & weight ... +[2025-02-26 23:30:23,384 INFO misc.py line 216 3738285] Loading weight at: exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth +[2025-02-26 23:30:24,118 INFO misc.py line 221 3738285] Loading layer weights with keyword: , replace keyword with: +[2025-02-26 23:30:24,124 INFO misc.py line 238 3738285] Missing keys: ['module.backbone.final.weight', 'module.backbone.final.bias'] +[2025-02-26 23:30:24,124 INFO train.py line 151 3738285] >>>>>>>>>>>>>>>> Start Training >>>>>>>>>>>>>>>> +[2025-02-26 23:31:03,283 INFO misc.py line 135 3738285] Train result: loss: 3.8770 +[2025-02-26 23:31:03,371 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:31:23,034 INFO hook.py line 289 3738285] Test: [1/78] Loss 3.5116 +[2025-02-26 23:31:23,433 INFO hook.py line 289 3738285] Test: [2/78] Loss 3.0815 +[2025-02-26 23:31:23,607 INFO hook.py line 289 3738285] Test: [3/78] Loss 3.1567 +[2025-02-26 23:31:23,684 INFO hook.py line 289 3738285] Test: [4/78] Loss 2.9502 +[2025-02-26 23:31:23,731 INFO hook.py line 289 3738285] Test: [5/78] Loss 3.2461 +[2025-02-26 23:31:23,786 INFO hook.py line 289 3738285] Test: [6/78] Loss 3.1138 +[2025-02-26 23:31:23,858 INFO hook.py line 289 3738285] Test: [7/78] Loss 3.3199 +[2025-02-26 23:31:23,887 INFO hook.py line 289 3738285] Test: [8/78] Loss 2.9481 +[2025-02-26 23:31:23,927 INFO hook.py line 289 3738285] Test: [9/78] Loss 2.9673 +[2025-02-26 23:31:23,956 INFO hook.py line 289 3738285] Test: [10/78] Loss 3.5841 +[2025-02-26 23:31:24,001 INFO hook.py line 289 3738285] Test: [11/78] Loss 3.1074 +[2025-02-26 23:31:24,037 INFO hook.py line 289 3738285] Test: [12/78] Loss 3.1295 +[2025-02-26 23:31:24,082 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.3892 +[2025-02-26 23:31:24,127 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.2286 +[2025-02-26 23:31:24,154 INFO hook.py line 289 3738285] Test: [15/78] Loss 3.4582 +[2025-02-26 23:31:24,198 INFO hook.py line 289 3738285] Test: [16/78] Loss 2.5531 +[2025-02-26 23:31:24,235 INFO hook.py line 289 3738285] Test: [17/78] Loss 3.0545 +[2025-02-26 23:31:24,268 INFO hook.py line 289 3738285] Test: [18/78] Loss 3.5144 +[2025-02-26 23:31:24,310 INFO hook.py line 289 3738285] Test: 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[55/78] Loss 2.8883 +[2025-02-26 23:31:25,664 INFO hook.py line 289 3738285] Test: [56/78] Loss 3.1240 +[2025-02-26 23:31:25,692 INFO hook.py line 289 3738285] Test: [57/78] Loss 3.3013 +[2025-02-26 23:31:25,714 INFO hook.py line 289 3738285] Test: [58/78] Loss 3.4773 +[2025-02-26 23:31:25,748 INFO hook.py line 289 3738285] Test: [59/78] Loss 2.7680 +[2025-02-26 23:31:25,777 INFO hook.py line 289 3738285] Test: [60/78] Loss 2.8695 +[2025-02-26 23:31:25,798 INFO hook.py line 289 3738285] Test: [61/78] Loss 3.4480 +[2025-02-26 23:31:25,827 INFO hook.py line 289 3738285] Test: [62/78] Loss 3.0354 +[2025-02-26 23:31:25,859 INFO hook.py line 289 3738285] Test: [63/78] Loss 3.2353 +[2025-02-26 23:31:25,911 INFO hook.py line 289 3738285] Test: [64/78] Loss 3.3167 +[2025-02-26 23:31:25,935 INFO hook.py line 289 3738285] Test: [65/78] Loss 3.4214 +[2025-02-26 23:31:25,971 INFO hook.py line 289 3738285] Test: [66/78] Loss 3.3467 +[2025-02-26 23:31:26,005 INFO hook.py line 289 3738285] Test: [67/78] Loss 3.1031 +[2025-02-26 23:31:26,033 INFO hook.py line 289 3738285] Test: [68/78] Loss 3.2678 +[2025-02-26 23:31:26,059 INFO hook.py line 289 3738285] Test: [69/78] Loss 2.4043 +[2025-02-26 23:31:26,112 INFO hook.py line 289 3738285] Test: [70/78] Loss 2.7856 +[2025-02-26 23:31:26,150 INFO hook.py line 289 3738285] Test: [71/78] Loss 3.1728 +[2025-02-26 23:31:26,196 INFO hook.py line 289 3738285] Test: [72/78] Loss 2.8765 +[2025-02-26 23:31:26,241 INFO hook.py line 289 3738285] Test: [73/78] Loss 3.0901 +[2025-02-26 23:31:26,278 INFO hook.py line 289 3738285] Test: [74/78] Loss 3.3719 +[2025-02-26 23:31:26,325 INFO hook.py line 289 3738285] Test: [75/78] Loss 2.5231 +[2025-02-26 23:31:26,349 INFO hook.py line 289 3738285] Test: [76/78] Loss 2.9939 +[2025-02-26 23:31:26,400 INFO hook.py line 289 3738285] Test: [77/78] Loss 3.1938 +[2025-02-26 23:31:26,423 INFO hook.py line 289 3738285] Test: [78/78] Loss 2.3698 +[2025-02-26 23:31:27,500 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:31:27,500 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:31:27,500 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] wall : 0.5889 0.8032 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] floor : 0.7674 0.9926 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] cabinet : 0.0018 0.0018 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] bed : 0.0131 0.0134 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] chair : 0.2139 0.8020 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] sofa : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] table : 0.0094 0.0095 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] door : 0.0030 0.0031 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] window : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] counter : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] desk : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] curtain : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] toilet : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] sink : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] bathtub : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 232 3738285] otherfurniture : 0.0000 0.0000 +[2025-02-26 23:31:27,500 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:31:27,500 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.0799/0.1313/0.5811. +[2025-02-26 23:31:27,501 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:31:27,505 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.0799 +[2025-02-26 23:31:27,505 INFO misc.py line 164 3738285] Currently Best mIoU: 0.0799 +[2025-02-26 23:31:27,505 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:31:35,633 INFO misc.py line 135 3738285] Train result: loss: 3.4530 +[2025-02-26 23:31:35,699 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:31:53,898 INFO hook.py line 289 3738285] Test: [1/78] Loss 3.1746 +[2025-02-26 23:31:55,228 INFO hook.py line 289 3738285] Test: [2/78] Loss 2.7382 +[2025-02-26 23:31:55,956 INFO hook.py line 289 3738285] Test: [3/78] Loss 2.6746 +[2025-02-26 23:31:56,615 INFO hook.py line 289 3738285] Test: [4/78] Loss 2.0162 +[2025-02-26 23:31:56,655 INFO hook.py line 289 3738285] Test: [5/78] Loss 2.7297 +[2025-02-26 23:31:56,714 INFO hook.py line 289 3738285] Test: [6/78] Loss 3.8302 +[2025-02-26 23:31:56,769 INFO hook.py line 289 3738285] Test: [7/78] Loss 2.8914 +[2025-02-26 23:31:56,812 INFO hook.py line 289 3738285] Test: [8/78] Loss 1.7868 +[2025-02-26 23:31:57,139 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.8917 +[2025-02-26 23:31:57,179 INFO hook.py line 289 3738285] Test: [10/78] Loss 3.5476 +[2025-02-26 23:31:57,272 INFO hook.py line 289 3738285] Test: [11/78] Loss 2.8360 +[2025-02-26 23:31:57,302 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.7340 +[2025-02-26 23:31:57,352 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.7950 +[2025-02-26 23:31:57,390 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.1732 +[2025-02-26 23:31:57,424 INFO hook.py line 289 3738285] Test: [15/78] Loss 4.0151 +[2025-02-26 23:31:57,470 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.1634 +[2025-02-26 23:31:57,505 INFO hook.py line 289 3738285] Test: [17/78] Loss 3.4405 +[2025-02-26 23:31:57,544 INFO hook.py line 289 3738285] Test: [18/78] Loss 3.0117 +[2025-02-26 23:31:57,586 INFO hook.py line 289 3738285] Test: [19/78] Loss 3.1119 +[2025-02-26 23:31:57,618 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.5453 +[2025-02-26 23:31:57,655 INFO hook.py line 289 3738285] Test: [21/78] Loss 1.8450 +[2025-02-26 23:31:57,690 INFO hook.py line 289 3738285] Test: [22/78] Loss 3.9515 +[2025-02-26 23:31:57,727 INFO hook.py line 289 3738285] Test: [23/78] Loss 2.5869 +[2025-02-26 23:31:57,769 INFO hook.py line 289 3738285] Test: [24/78] Loss 2.4937 +[2025-02-26 23:31:57,811 INFO hook.py line 289 3738285] Test: [25/78] Loss 3.1937 +[2025-02-26 23:31:57,848 INFO hook.py line 289 3738285] Test: [26/78] Loss 2.6506 +[2025-02-26 23:31:57,897 INFO hook.py line 289 3738285] Test: [27/78] Loss 4.0337 +[2025-02-26 23:31:57,927 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.2505 +[2025-02-26 23:31:57,957 INFO hook.py line 289 3738285] Test: [29/78] Loss 1.7513 +[2025-02-26 23:31:58,007 INFO hook.py line 289 3738285] Test: [30/78] Loss 2.8622 +[2025-02-26 23:31:58,059 INFO hook.py line 289 3738285] Test: [31/78] Loss 2.0068 +[2025-02-26 23:31:58,090 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.7448 +[2025-02-26 23:31:58,138 INFO hook.py line 289 3738285] Test: [33/78] Loss 2.0567 +[2025-02-26 23:31:58,174 INFO hook.py line 289 3738285] Test: [34/78] Loss 2.5734 +[2025-02-26 23:31:58,208 INFO hook.py line 289 3738285] Test: [35/78] Loss 2.2487 +[2025-02-26 23:31:58,248 INFO hook.py line 289 3738285] Test: [36/78] Loss 2.5977 +[2025-02-26 23:31:58,284 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.7758 +[2025-02-26 23:31:58,311 INFO hook.py line 289 3738285] Test: [38/78] Loss 1.8660 +[2025-02-26 23:31:58,367 INFO hook.py line 289 3738285] Test: [39/78] Loss 3.1812 +[2025-02-26 23:31:58,408 INFO hook.py line 289 3738285] Test: [40/78] Loss 4.2036 +[2025-02-26 23:31:58,446 INFO hook.py line 289 3738285] Test: [41/78] Loss 4.2895 +[2025-02-26 23:31:58,470 INFO hook.py line 289 3738285] Test: [42/78] Loss 3.7750 +[2025-02-26 23:31:58,509 INFO hook.py line 289 3738285] Test: [43/78] Loss 3.1580 +[2025-02-26 23:31:58,559 INFO hook.py line 289 3738285] Test: [44/78] Loss 2.7219 +[2025-02-26 23:31:58,592 INFO hook.py line 289 3738285] Test: [45/78] Loss 3.4199 +[2025-02-26 23:31:58,637 INFO hook.py line 289 3738285] Test: [46/78] Loss 3.0403 +[2025-02-26 23:31:58,672 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.9776 +[2025-02-26 23:31:58,701 INFO hook.py line 289 3738285] Test: [48/78] Loss 4.1332 +[2025-02-26 23:31:58,731 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.9494 +[2025-02-26 23:31:58,760 INFO hook.py line 289 3738285] Test: [50/78] Loss 2.7212 +[2025-02-26 23:31:58,786 INFO hook.py line 289 3738285] Test: [51/78] Loss 3.6571 +[2025-02-26 23:31:58,816 INFO hook.py line 289 3738285] Test: [52/78] Loss 3.4247 +[2025-02-26 23:31:58,840 INFO hook.py line 289 3738285] Test: [53/78] Loss 2.3300 +[2025-02-26 23:31:58,872 INFO hook.py line 289 3738285] Test: [54/78] Loss 6.8193 +[2025-02-26 23:31:58,906 INFO hook.py line 289 3738285] Test: [55/78] Loss 1.1342 +[2025-02-26 23:31:58,942 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.5818 +[2025-02-26 23:31:58,971 INFO hook.py line 289 3738285] Test: [57/78] Loss 3.2661 +[2025-02-26 23:31:58,994 INFO hook.py line 289 3738285] Test: [58/78] Loss 3.1187 +[2025-02-26 23:31:59,029 INFO hook.py line 289 3738285] Test: [59/78] Loss 2.4701 +[2025-02-26 23:31:59,058 INFO hook.py line 289 3738285] Test: [60/78] Loss 2.8615 +[2025-02-26 23:31:59,080 INFO hook.py line 289 3738285] Test: [61/78] Loss 3.6385 +[2025-02-26 23:31:59,110 INFO hook.py line 289 3738285] Test: [62/78] Loss 2.7575 +[2025-02-26 23:31:59,142 INFO hook.py line 289 3738285] Test: [63/78] Loss 2.8038 +[2025-02-26 23:31:59,194 INFO hook.py line 289 3738285] Test: [64/78] Loss 3.2446 +[2025-02-26 23:31:59,219 INFO hook.py line 289 3738285] Test: [65/78] Loss 3.2344 +[2025-02-26 23:31:59,256 INFO hook.py line 289 3738285] Test: [66/78] Loss 4.3641 +[2025-02-26 23:31:59,291 INFO hook.py line 289 3738285] Test: [67/78] Loss 3.1572 +[2025-02-26 23:31:59,320 INFO hook.py line 289 3738285] Test: [68/78] Loss 2.8633 +[2025-02-26 23:31:59,347 INFO hook.py line 289 3738285] Test: [69/78] Loss 1.3385 +[2025-02-26 23:31:59,399 INFO hook.py line 289 3738285] Test: [70/78] Loss 2.3687 +[2025-02-26 23:31:59,438 INFO hook.py line 289 3738285] Test: [71/78] Loss 3.1837 +[2025-02-26 23:31:59,485 INFO hook.py line 289 3738285] Test: [72/78] Loss 1.8826 +[2025-02-26 23:31:59,531 INFO hook.py line 289 3738285] Test: [73/78] Loss 2.3567 +[2025-02-26 23:31:59,569 INFO hook.py line 289 3738285] Test: [74/78] Loss 7.1569 +[2025-02-26 23:31:59,615 INFO hook.py line 289 3738285] Test: [75/78] Loss 2.5244 +[2025-02-26 23:31:59,640 INFO hook.py line 289 3738285] Test: [76/78] Loss 4.1413 +[2025-02-26 23:31:59,692 INFO hook.py line 289 3738285] Test: [77/78] Loss 2.4733 +[2025-02-26 23:31:59,715 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.8209 +[2025-02-26 23:32:00,980 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:32:00,981 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:32:00,981 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] wall : 0.5107 0.5959 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] floor : 0.8659 0.9935 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] cabinet : 0.0000 0.0000 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] bed : 0.0000 0.0000 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] chair : 0.1616 0.9120 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] sofa : 0.0000 0.0000 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] table : 0.0000 0.0000 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] door : 0.0000 0.0000 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] window : 0.0000 0.0000 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:32:00,981 INFO hook.py line 232 3738285] counter : 0.0000 0.0000 +[2025-02-26 23:32:00,982 INFO hook.py line 232 3738285] desk : 0.0000 0.0000 +[2025-02-26 23:32:00,982 INFO hook.py line 232 3738285] curtain : 0.0000 0.0000 +[2025-02-26 23:32:00,982 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:32:00,982 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:32:00,982 INFO hook.py line 232 3738285] toilet : 0.0000 0.0000 +[2025-02-26 23:32:00,982 INFO hook.py line 232 3738285] sink : 0.0000 0.0000 +[2025-02-26 23:32:00,982 INFO hook.py line 232 3738285] bathtub : 0.0000 0.0000 +[2025-02-26 23:32:00,982 INFO hook.py line 232 3738285] otherfurniture : 0.0000 0.0000 +[2025-02-26 23:32:00,982 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:32:00,982 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.0769/0.1251/0.5270. +[2025-02-26 23:32:00,982 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:32:00,986 INFO misc.py line 164 3738285] Currently Best mIoU: 0.0799 +[2025-02-26 23:32:00,986 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:32:08,929 INFO misc.py line 135 3738285] Train result: loss: 2.4547 +[2025-02-26 23:32:09,012 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:32:33,921 INFO hook.py line 289 3738285] Test: [1/78] Loss 6.5429 +[2025-02-26 23:32:34,015 INFO hook.py line 289 3738285] Test: [2/78] Loss 6.2941 +[2025-02-26 23:32:34,056 INFO hook.py line 289 3738285] Test: [3/78] Loss 5.4347 +[2025-02-26 23:32:34,110 INFO hook.py line 289 3738285] Test: [4/78] Loss 4.3376 +[2025-02-26 23:32:34,155 INFO hook.py line 289 3738285] Test: [5/78] Loss 4.8681 +[2025-02-26 23:32:34,216 INFO hook.py line 289 3738285] Test: [6/78] Loss 8.2965 +[2025-02-26 23:32:34,268 INFO hook.py line 289 3738285] Test: [7/78] Loss 4.2456 +[2025-02-26 23:32:34,304 INFO hook.py line 289 3738285] Test: [8/78] Loss 3.2091 +[2025-02-26 23:32:34,357 INFO hook.py line 289 3738285] Test: [9/78] Loss 4.1860 +[2025-02-26 23:32:34,401 INFO hook.py line 289 3738285] Test: [10/78] Loss 4.4404 +[2025-02-26 23:32:34,448 INFO hook.py line 289 3738285] Test: [11/78] Loss 5.1446 +[2025-02-26 23:32:34,497 INFO hook.py line 289 3738285] Test: [12/78] Loss 3.4656 +[2025-02-26 23:32:41,791 INFO hook.py line 289 3738285] Test: [13/78] Loss 7.2465 +[2025-02-26 23:32:41,830 INFO hook.py line 289 3738285] Test: [14/78] Loss 8.5467 +[2025-02-26 23:32:42,095 INFO hook.py line 289 3738285] Test: [15/78] Loss 5.0315 +[2025-02-26 23:32:42,195 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.5369 +[2025-02-26 23:32:42,234 INFO hook.py line 289 3738285] Test: [17/78] Loss 9.6043 +[2025-02-26 23:32:42,274 INFO hook.py line 289 3738285] Test: [18/78] Loss 5.4456 +[2025-02-26 23:32:42,317 INFO hook.py line 289 3738285] Test: [19/78] Loss 4.6042 +[2025-02-26 23:32:42,349 INFO hook.py line 289 3738285] Test: [20/78] Loss 9.5394 +[2025-02-26 23:32:42,384 INFO hook.py line 289 3738285] Test: [21/78] Loss 3.3416 +[2025-02-26 23:32:42,422 INFO hook.py line 289 3738285] Test: [22/78] Loss 5.6899 +[2025-02-26 23:32:42,452 INFO hook.py line 289 3738285] Test: [23/78] Loss 5.8874 +[2025-02-26 23:32:42,494 INFO hook.py line 289 3738285] Test: [24/78] Loss 6.9589 +[2025-02-26 23:32:42,532 INFO hook.py line 289 3738285] Test: [25/78] Loss 4.2459 +[2025-02-26 23:32:42,570 INFO hook.py line 289 3738285] Test: [26/78] Loss 3.6171 +[2025-02-26 23:32:42,619 INFO hook.py line 289 3738285] Test: [27/78] Loss 8.4780 +[2025-02-26 23:32:42,658 INFO hook.py line 289 3738285] Test: [28/78] Loss 10.4647 +[2025-02-26 23:32:42,689 INFO hook.py line 289 3738285] Test: [29/78] Loss 3.9404 +[2025-02-26 23:32:42,739 INFO hook.py line 289 3738285] Test: [30/78] Loss 4.4619 +[2025-02-26 23:32:42,800 INFO hook.py line 289 3738285] Test: [31/78] Loss 4.2430 +[2025-02-26 23:32:42,839 INFO hook.py line 289 3738285] Test: [32/78] Loss 5.5151 +[2025-02-26 23:32:42,898 INFO hook.py line 289 3738285] Test: [33/78] Loss 3.4918 +[2025-02-26 23:32:42,933 INFO hook.py line 289 3738285] Test: [34/78] Loss 3.9677 +[2025-02-26 23:32:42,969 INFO hook.py line 289 3738285] Test: [35/78] Loss 3.6841 +[2025-02-26 23:32:43,008 INFO hook.py line 289 3738285] Test: [36/78] Loss 4.1212 +[2025-02-26 23:32:43,049 INFO hook.py line 289 3738285] Test: [37/78] Loss 3.4259 +[2025-02-26 23:32:43,093 INFO hook.py line 289 3738285] Test: [38/78] Loss 3.2335 +[2025-02-26 23:32:43,153 INFO hook.py line 289 3738285] Test: [39/78] Loss 6.5901 +[2025-02-26 23:32:43,201 INFO hook.py line 289 3738285] Test: [40/78] Loss 5.6764 +[2025-02-26 23:32:43,242 INFO hook.py line 289 3738285] Test: [41/78] Loss 4.7848 +[2025-02-26 23:32:43,268 INFO hook.py line 289 3738285] Test: [42/78] Loss 6.6948 +[2025-02-26 23:32:43,307 INFO hook.py line 289 3738285] Test: [43/78] Loss 5.8799 +[2025-02-26 23:32:43,360 INFO hook.py line 289 3738285] Test: [44/78] Loss 6.5954 +[2025-02-26 23:32:43,395 INFO hook.py line 289 3738285] Test: [45/78] Loss 5.2849 +[2025-02-26 23:32:43,443 INFO hook.py line 289 3738285] Test: [46/78] Loss 4.2772 +[2025-02-26 23:32:43,486 INFO hook.py line 289 3738285] Test: [47/78] Loss 4.7476 +[2025-02-26 23:32:43,520 INFO hook.py line 289 3738285] Test: [48/78] Loss 4.4103 +[2025-02-26 23:32:43,550 INFO hook.py line 289 3738285] Test: [49/78] Loss 6.1472 +[2025-02-26 23:32:43,580 INFO hook.py line 289 3738285] Test: [50/78] Loss 4.8678 +[2025-02-26 23:32:43,607 INFO hook.py line 289 3738285] Test: [51/78] Loss 4.7545 +[2025-02-26 23:32:43,640 INFO hook.py line 289 3738285] Test: [52/78] Loss 7.9466 +[2025-02-26 23:32:43,666 INFO hook.py line 289 3738285] Test: [53/78] Loss 3.5780 +[2025-02-26 23:32:43,700 INFO hook.py line 289 3738285] Test: [54/78] Loss 9.3755 +[2025-02-26 23:32:43,736 INFO hook.py line 289 3738285] Test: [55/78] Loss 2.8486 +[2025-02-26 23:32:43,774 INFO hook.py line 289 3738285] Test: [56/78] Loss 2.4792 +[2025-02-26 23:32:43,807 INFO hook.py line 289 3738285] Test: [57/78] Loss 6.7969 +[2025-02-26 23:32:43,835 INFO hook.py line 289 3738285] Test: [58/78] Loss 4.2138 +[2025-02-26 23:32:43,882 INFO hook.py line 289 3738285] Test: [59/78] Loss 4.7661 +[2025-02-26 23:32:43,915 INFO hook.py line 289 3738285] Test: [60/78] Loss 12.2440 +[2025-02-26 23:32:43,939 INFO hook.py line 289 3738285] Test: [61/78] Loss 5.4104 +[2025-02-26 23:32:43,972 INFO hook.py line 289 3738285] Test: [62/78] Loss 4.0233 +[2025-02-26 23:32:44,006 INFO hook.py line 289 3738285] Test: [63/78] Loss 3.9107 +[2025-02-26 23:32:44,060 INFO hook.py line 289 3738285] Test: [64/78] Loss 6.9259 +[2025-02-26 23:32:44,086 INFO hook.py line 289 3738285] Test: [65/78] Loss 9.0135 +[2025-02-26 23:32:44,124 INFO hook.py line 289 3738285] Test: [66/78] Loss 4.4436 +[2025-02-26 23:32:44,160 INFO hook.py line 289 3738285] Test: [67/78] Loss 5.3003 +[2025-02-26 23:32:44,193 INFO hook.py line 289 3738285] Test: [68/78] Loss 5.4817 +[2025-02-26 23:32:44,222 INFO hook.py line 289 3738285] Test: [69/78] Loss 1.9756 +[2025-02-26 23:32:44,276 INFO hook.py line 289 3738285] Test: [70/78] Loss 4.3920 +[2025-02-26 23:32:44,316 INFO hook.py line 289 3738285] Test: [71/78] Loss 4.8160 +[2025-02-26 23:32:44,365 INFO hook.py line 289 3738285] Test: [72/78] Loss 2.1877 +[2025-02-26 23:32:44,413 INFO hook.py line 289 3738285] Test: [73/78] Loss 3.2335 +[2025-02-26 23:32:44,452 INFO hook.py line 289 3738285] Test: [74/78] Loss 9.3960 +[2025-02-26 23:32:44,500 INFO hook.py line 289 3738285] Test: [75/78] Loss 4.0336 +[2025-02-26 23:32:44,530 INFO hook.py line 289 3738285] Test: [76/78] Loss 4.0246 +[2025-02-26 23:32:44,583 INFO hook.py line 289 3738285] Test: [77/78] Loss 3.0823 +[2025-02-26 23:32:44,611 INFO hook.py line 289 3738285] Test: [78/78] Loss 4.5320 +[2025-02-26 23:32:46,051 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:32:46,052 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:32:46,052 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:32:46,052 INFO hook.py line 232 3738285] wall : 0.4658 0.5887 +[2025-02-26 23:32:46,052 INFO hook.py line 232 3738285] floor : 0.6576 0.9166 +[2025-02-26 23:32:46,052 INFO hook.py line 232 3738285] cabinet : 0.0010 0.0011 +[2025-02-26 23:32:46,052 INFO hook.py line 232 3738285] bed : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] chair : 0.1994 0.9398 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] sofa : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] table : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] door : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] window : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] counter : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] desk : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] curtain : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] toilet : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] sink : 0.0000 0.0000 +[2025-02-26 23:32:46,053 INFO hook.py line 232 3738285] bathtub : 0.0000 0.0000 +[2025-02-26 23:32:46,054 INFO hook.py line 232 3738285] otherfurniture : 0.0000 0.0000 +[2025-02-26 23:32:46,054 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:32:46,054 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.0662/0.1223/0.5061. +[2025-02-26 23:32:46,055 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:32:46,066 INFO misc.py line 164 3738285] Currently Best mIoU: 0.0799 +[2025-02-26 23:32:46,066 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:32:54,942 INFO misc.py line 135 3738285] Train result: loss: 1.9598 +[2025-02-26 23:32:55,036 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:33:13,603 INFO hook.py line 289 3738285] Test: [1/78] Loss 103.5813 +[2025-02-26 23:33:13,659 INFO hook.py line 289 3738285] Test: [2/78] Loss 46.1653 +[2025-02-26 23:33:13,712 INFO hook.py line 289 3738285] Test: [3/78] Loss 25.7748 +[2025-02-26 23:33:14,078 INFO hook.py line 289 3738285] Test: [4/78] Loss 24.6354 +[2025-02-26 23:33:14,406 INFO hook.py line 289 3738285] Test: [5/78] Loss 15.7529 +[2025-02-26 23:33:14,476 INFO hook.py line 289 3738285] Test: [6/78] Loss 12.8916 +[2025-02-26 23:33:14,546 INFO hook.py line 289 3738285] Test: [7/78] Loss 31.2623 +[2025-02-26 23:33:14,586 INFO hook.py line 289 3738285] Test: [8/78] Loss 7.4500 +[2025-02-26 23:33:15,482 INFO hook.py line 289 3738285] Test: [9/78] Loss 19.7740 +[2025-02-26 23:33:15,517 INFO hook.py line 289 3738285] Test: [10/78] Loss 20.8993 +[2025-02-26 23:33:15,572 INFO hook.py line 289 3738285] Test: [11/78] Loss 19.4242 +[2025-02-26 23:33:15,605 INFO hook.py line 289 3738285] Test: [12/78] Loss 27.1437 +[2025-02-26 23:33:15,650 INFO hook.py line 289 3738285] Test: [13/78] Loss 32.3233 +[2025-02-26 23:33:15,689 INFO hook.py line 289 3738285] Test: [14/78] Loss 55.8240 +[2025-02-26 23:33:15,730 INFO hook.py line 289 3738285] Test: [15/78] Loss 57.1386 +[2025-02-26 23:33:15,783 INFO hook.py line 289 3738285] Test: [16/78] Loss 2.4376 +[2025-02-26 23:33:15,820 INFO hook.py line 289 3738285] Test: [17/78] Loss 69.1766 +[2025-02-26 23:33:15,864 INFO hook.py line 289 3738285] Test: [18/78] Loss 69.3815 +[2025-02-26 23:33:15,915 INFO hook.py line 289 3738285] Test: [19/78] Loss 31.5987 +[2025-02-26 23:33:15,952 INFO hook.py line 289 3738285] Test: [20/78] Loss 48.9684 +[2025-02-26 23:33:15,986 INFO hook.py line 289 3738285] Test: [21/78] Loss 16.8663 +[2025-02-26 23:33:16,025 INFO hook.py line 289 3738285] Test: [22/78] Loss 52.8510 +[2025-02-26 23:33:16,054 INFO hook.py line 289 3738285] Test: [23/78] Loss 22.3445 +[2025-02-26 23:33:16,096 INFO hook.py line 289 3738285] Test: [24/78] Loss 12.7616 +[2025-02-26 23:33:16,144 INFO hook.py line 289 3738285] Test: [25/78] Loss 19.5624 +[2025-02-26 23:33:16,198 INFO hook.py line 289 3738285] Test: [26/78] Loss 25.2358 +[2025-02-26 23:33:16,249 INFO hook.py line 289 3738285] Test: [27/78] Loss 67.2433 +[2025-02-26 23:33:16,281 INFO hook.py line 289 3738285] Test: [28/78] Loss 47.6381 +[2025-02-26 23:33:16,322 INFO hook.py line 289 3738285] Test: [29/78] Loss 17.0006 +[2025-02-26 23:33:16,379 INFO hook.py line 289 3738285] Test: [30/78] Loss 36.6455 +[2025-02-26 23:33:16,443 INFO hook.py line 289 3738285] Test: [31/78] Loss 19.1939 +[2025-02-26 23:33:16,486 INFO hook.py line 289 3738285] Test: [32/78] Loss 67.0900 +[2025-02-26 23:33:16,540 INFO hook.py line 289 3738285] Test: [33/78] Loss 44.8504 +[2025-02-26 23:33:16,577 INFO hook.py line 289 3738285] Test: [34/78] Loss 33.1109 +[2025-02-26 23:33:16,611 INFO hook.py line 289 3738285] Test: [35/78] Loss 60.5607 +[2025-02-26 23:33:16,649 INFO hook.py line 289 3738285] Test: [36/78] Loss 29.7753 +[2025-02-26 23:33:16,687 INFO hook.py line 289 3738285] Test: [37/78] Loss 35.9531 +[2025-02-26 23:33:16,721 INFO hook.py line 289 3738285] Test: [38/78] Loss 13.5098 +[2025-02-26 23:33:16,782 INFO hook.py line 289 3738285] Test: [39/78] Loss 75.6733 +[2025-02-26 23:33:16,826 INFO hook.py line 289 3738285] Test: [40/78] Loss 46.7023 +[2025-02-26 23:33:16,870 INFO hook.py line 289 3738285] Test: [41/78] Loss 33.9168 +[2025-02-26 23:33:16,906 INFO hook.py line 289 3738285] Test: [42/78] Loss 75.2291 +[2025-02-26 23:33:16,941 INFO hook.py line 289 3738285] Test: [43/78] Loss 80.9390 +[2025-02-26 23:33:16,994 INFO hook.py line 289 3738285] Test: [44/78] Loss 27.5756 +[2025-02-26 23:33:17,027 INFO hook.py line 289 3738285] Test: [45/78] Loss 19.1840 +[2025-02-26 23:33:17,075 INFO hook.py line 289 3738285] Test: [46/78] Loss 27.3475 +[2025-02-26 23:33:17,112 INFO hook.py line 289 3738285] Test: [47/78] Loss 25.0761 +[2025-02-26 23:33:17,144 INFO hook.py line 289 3738285] Test: [48/78] Loss 52.9209 +[2025-02-26 23:33:17,176 INFO hook.py line 289 3738285] Test: [49/78] Loss 38.8762 +[2025-02-26 23:33:17,208 INFO hook.py line 289 3738285] Test: [50/78] Loss 27.2985 +[2025-02-26 23:33:17,236 INFO hook.py line 289 3738285] Test: [51/78] Loss 62.3833 +[2025-02-26 23:33:17,268 INFO hook.py line 289 3738285] Test: [52/78] Loss 23.3141 +[2025-02-26 23:33:17,293 INFO hook.py line 289 3738285] Test: [53/78] Loss 82.4663 +[2025-02-26 23:33:17,326 INFO hook.py line 289 3738285] Test: [54/78] Loss 38.9803 +[2025-02-26 23:33:17,362 INFO hook.py line 289 3738285] Test: [55/78] Loss 3.6011 +[2025-02-26 23:33:17,401 INFO hook.py line 289 3738285] Test: [56/78] Loss 39.2271 +[2025-02-26 23:33:17,433 INFO hook.py line 289 3738285] Test: [57/78] Loss 52.4090 +[2025-02-26 23:33:17,460 INFO hook.py line 289 3738285] Test: [58/78] Loss 24.5955 +[2025-02-26 23:33:17,500 INFO hook.py line 289 3738285] Test: [59/78] Loss 24.0917 +[2025-02-26 23:33:17,532 INFO hook.py line 289 3738285] Test: [60/78] Loss 34.1847 +[2025-02-26 23:33:17,556 INFO hook.py line 289 3738285] Test: [61/78] Loss 60.2776 +[2025-02-26 23:33:17,596 INFO hook.py line 289 3738285] Test: [62/78] Loss 44.6592 +[2025-02-26 23:33:17,629 INFO hook.py line 289 3738285] Test: [63/78] Loss 15.7465 +[2025-02-26 23:33:17,682 INFO hook.py line 289 3738285] Test: [64/78] Loss 33.6894 +[2025-02-26 23:33:17,709 INFO hook.py line 289 3738285] Test: [65/78] Loss 87.0527 +[2025-02-26 23:33:17,748 INFO hook.py line 289 3738285] Test: [66/78] Loss 54.5291 +[2025-02-26 23:33:17,784 INFO hook.py line 289 3738285] Test: [67/78] Loss 61.7125 +[2025-02-26 23:33:17,817 INFO hook.py line 289 3738285] Test: [68/78] Loss 28.6956 +[2025-02-26 23:33:17,846 INFO hook.py line 289 3738285] Test: [69/78] Loss 9.3254 +[2025-02-26 23:33:17,900 INFO hook.py line 289 3738285] Test: [70/78] Loss 8.5907 +[2025-02-26 23:33:17,940 INFO hook.py line 289 3738285] Test: [71/78] Loss 93.3897 +[2025-02-26 23:33:17,989 INFO hook.py line 289 3738285] Test: [72/78] Loss 8.7235 +[2025-02-26 23:33:18,037 INFO hook.py line 289 3738285] Test: [73/78] Loss 25.1171 +[2025-02-26 23:33:18,076 INFO hook.py line 289 3738285] Test: [74/78] Loss 41.2112 +[2025-02-26 23:33:18,125 INFO hook.py line 289 3738285] Test: [75/78] Loss 8.5185 +[2025-02-26 23:33:18,152 INFO hook.py line 289 3738285] Test: [76/78] Loss 17.5798 +[2025-02-26 23:33:18,207 INFO hook.py line 289 3738285] Test: [77/78] Loss 35.9500 +[2025-02-26 23:33:18,234 INFO hook.py line 289 3738285] Test: [78/78] Loss 12.9954 +[2025-02-26 23:33:19,722 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:33:19,723 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:33:19,723 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] wall : 0.4593 0.5132 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] floor : 0.8824 0.9092 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] cabinet : 0.1547 0.3675 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] bed : 0.0016 0.0016 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] chair : 0.2353 0.9797 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] sofa : 0.0000 0.0000 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] table : 0.2778 0.5354 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] door : 0.1015 0.2636 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] window : 0.0097 0.0100 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] counter : 0.0000 0.0000 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] desk : 0.0000 0.0000 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] curtain : 0.0000 0.0000 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] toilet : 0.0000 0.0000 +[2025-02-26 23:33:19,723 INFO hook.py line 232 3738285] sink : 0.0000 0.0000 +[2025-02-26 23:33:19,724 INFO hook.py line 232 3738285] bathtub : 0.0000 0.0000 +[2025-02-26 23:33:19,724 INFO hook.py line 232 3738285] otherfurniture : 0.0000 0.0000 +[2025-02-26 23:33:19,724 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:33:19,724 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.1061/0.1790/0.5330. +[2025-02-26 23:33:19,724 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:33:19,727 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.1061 +[2025-02-26 23:33:19,727 INFO misc.py line 164 3738285] Currently Best mIoU: 0.1061 +[2025-02-26 23:33:19,727 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:33:30,063 INFO misc.py line 135 3738285] Train result: loss: 1.8677 +[2025-02-26 23:33:30,123 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:33:48,705 INFO hook.py line 289 3738285] Test: [1/78] Loss 78.4082 +[2025-02-26 23:33:49,010 INFO hook.py line 289 3738285] Test: [2/78] Loss 16.5197 +[2025-02-26 23:33:49,055 INFO hook.py line 289 3738285] Test: [3/78] Loss 27.3600 +[2025-02-26 23:33:49,111 INFO hook.py line 289 3738285] Test: [4/78] Loss 23.2489 +[2025-02-26 23:33:49,153 INFO hook.py line 289 3738285] Test: [5/78] Loss 19.3394 +[2025-02-26 23:33:49,206 INFO hook.py line 289 3738285] Test: [6/78] Loss 61.7218 +[2025-02-26 23:33:49,261 INFO hook.py line 289 3738285] Test: [7/78] Loss 15.8803 +[2025-02-26 23:33:50,177 INFO hook.py line 289 3738285] Test: [8/78] Loss 21.2676 +[2025-02-26 23:33:50,218 INFO hook.py line 289 3738285] Test: [9/78] Loss 33.5229 +[2025-02-26 23:33:50,252 INFO hook.py line 289 3738285] Test: [10/78] Loss 32.2687 +[2025-02-26 23:33:50,298 INFO hook.py line 289 3738285] Test: [11/78] Loss 17.3469 +[2025-02-26 23:33:50,357 INFO hook.py line 289 3738285] Test: [12/78] Loss 24.5250 +[2025-02-26 23:33:50,411 INFO hook.py line 289 3738285] Test: [13/78] Loss 38.9293 +[2025-02-26 23:33:50,452 INFO hook.py line 289 3738285] Test: [14/78] Loss 20.7227 +[2025-02-26 23:33:50,487 INFO hook.py line 289 3738285] Test: [15/78] Loss 27.2790 +[2025-02-26 23:33:50,533 INFO hook.py line 289 3738285] Test: [16/78] Loss 12.7972 +[2025-02-26 23:33:50,572 INFO hook.py line 289 3738285] Test: [17/78] Loss 35.3925 +[2025-02-26 23:33:50,608 INFO hook.py line 289 3738285] Test: [18/78] Loss 56.9757 +[2025-02-26 23:33:50,650 INFO hook.py line 289 3738285] Test: [19/78] Loss 32.0352 +[2025-02-26 23:33:50,682 INFO hook.py line 289 3738285] Test: [20/78] Loss 9.0590 +[2025-02-26 23:33:50,716 INFO hook.py line 289 3738285] Test: [21/78] Loss 15.5000 +[2025-02-26 23:33:50,760 INFO hook.py line 289 3738285] Test: [22/78] Loss 46.4699 +[2025-02-26 23:33:50,789 INFO hook.py line 289 3738285] Test: [23/78] Loss 33.0315 +[2025-02-26 23:33:50,833 INFO hook.py line 289 3738285] Test: [24/78] Loss 30.3118 +[2025-02-26 23:33:50,879 INFO hook.py line 289 3738285] Test: [25/78] Loss 44.9237 +[2025-02-26 23:33:50,922 INFO hook.py line 289 3738285] Test: [26/78] Loss 32.9180 +[2025-02-26 23:33:50,973 INFO hook.py line 289 3738285] Test: [27/78] Loss 32.7590 +[2025-02-26 23:33:51,012 INFO hook.py line 289 3738285] Test: [28/78] Loss 16.0774 +[2025-02-26 23:33:51,046 INFO hook.py line 289 3738285] Test: [29/78] Loss 8.0035 +[2025-02-26 23:33:51,097 INFO hook.py line 289 3738285] Test: [30/78] Loss 19.0564 +[2025-02-26 23:33:51,160 INFO hook.py line 289 3738285] Test: [31/78] Loss 15.6236 +[2025-02-26 23:33:51,205 INFO hook.py line 289 3738285] Test: [32/78] Loss 47.6221 +[2025-02-26 23:33:51,254 INFO hook.py line 289 3738285] Test: [33/78] Loss 30.6060 +[2025-02-26 23:33:51,291 INFO hook.py line 289 3738285] Test: [34/78] Loss 35.5092 +[2025-02-26 23:33:51,325 INFO hook.py line 289 3738285] Test: [35/78] Loss 36.4145 +[2025-02-26 23:33:51,360 INFO hook.py line 289 3738285] Test: [36/78] Loss 15.1597 +[2025-02-26 23:33:51,397 INFO hook.py line 289 3738285] Test: [37/78] Loss 18.1607 +[2025-02-26 23:33:51,426 INFO hook.py line 289 3738285] Test: [38/78] Loss 29.5811 +[2025-02-26 23:33:51,484 INFO hook.py line 289 3738285] Test: [39/78] Loss 26.8248 +[2025-02-26 23:33:51,534 INFO hook.py line 289 3738285] Test: [40/78] Loss 32.4531 +[2025-02-26 23:33:51,575 INFO hook.py line 289 3738285] Test: [41/78] Loss 26.0427 +[2025-02-26 23:33:51,603 INFO hook.py line 289 3738285] Test: [42/78] Loss 20.1838 +[2025-02-26 23:33:51,648 INFO hook.py line 289 3738285] Test: [43/78] Loss 89.9188 +[2025-02-26 23:33:51,704 INFO hook.py line 289 3738285] Test: [44/78] Loss 35.3810 +[2025-02-26 23:33:51,746 INFO hook.py line 289 3738285] Test: [45/78] Loss 34.6516 +[2025-02-26 23:33:51,789 INFO hook.py line 289 3738285] Test: [46/78] Loss 54.8300 +[2025-02-26 23:33:51,826 INFO hook.py line 289 3738285] Test: [47/78] Loss 45.0561 +[2025-02-26 23:33:51,857 INFO hook.py line 289 3738285] Test: [48/78] Loss 22.0486 +[2025-02-26 23:33:51,888 INFO hook.py line 289 3738285] Test: [49/78] Loss 72.6712 +[2025-02-26 23:33:51,917 INFO hook.py line 289 3738285] Test: [50/78] Loss 33.0287 +[2025-02-26 23:33:51,945 INFO hook.py line 289 3738285] Test: [51/78] Loss 92.6778 +[2025-02-26 23:33:51,977 INFO hook.py line 289 3738285] Test: [52/78] Loss 42.3234 +[2025-02-26 23:33:52,005 INFO hook.py line 289 3738285] Test: [53/78] Loss 29.2167 +[2025-02-26 23:33:52,039 INFO hook.py line 289 3738285] Test: [54/78] Loss 35.2899 +[2025-02-26 23:33:52,074 INFO hook.py line 289 3738285] Test: [55/78] Loss 19.4384 +[2025-02-26 23:33:52,119 INFO hook.py line 289 3738285] Test: [56/78] Loss 29.9554 +[2025-02-26 23:33:52,150 INFO hook.py line 289 3738285] Test: [57/78] Loss 17.3975 +[2025-02-26 23:33:52,177 INFO hook.py line 289 3738285] Test: [58/78] Loss 38.9325 +[2025-02-26 23:33:52,214 INFO hook.py line 289 3738285] Test: [59/78] Loss 28.5773 +[2025-02-26 23:33:52,248 INFO hook.py line 289 3738285] Test: [60/78] Loss 99.0796 +[2025-02-26 23:33:52,273 INFO hook.py line 289 3738285] Test: [61/78] Loss 29.6434 +[2025-02-26 23:33:52,307 INFO hook.py line 289 3738285] Test: [62/78] Loss 41.0531 +[2025-02-26 23:33:52,342 INFO hook.py line 289 3738285] Test: [63/78] Loss 24.5518 +[2025-02-26 23:33:52,395 INFO hook.py line 289 3738285] Test: [64/78] Loss 86.1084 +[2025-02-26 23:33:52,422 INFO hook.py line 289 3738285] Test: [65/78] Loss 36.1264 +[2025-02-26 23:33:52,459 INFO hook.py line 289 3738285] Test: [66/78] Loss 26.1586 +[2025-02-26 23:33:52,495 INFO hook.py line 289 3738285] Test: [67/78] Loss 43.5046 +[2025-02-26 23:33:52,527 INFO hook.py line 289 3738285] Test: [68/78] Loss 32.3779 +[2025-02-26 23:33:52,556 INFO hook.py line 289 3738285] Test: [69/78] Loss 6.2318 +[2025-02-26 23:33:52,610 INFO hook.py line 289 3738285] Test: [70/78] Loss 51.4324 +[2025-02-26 23:33:52,650 INFO hook.py line 289 3738285] Test: [71/78] Loss 21.6875 +[2025-02-26 23:33:52,699 INFO hook.py line 289 3738285] Test: [72/78] Loss 17.0022 +[2025-02-26 23:33:52,747 INFO hook.py line 289 3738285] Test: [73/78] Loss 26.3390 +[2025-02-26 23:33:52,786 INFO hook.py line 289 3738285] Test: [74/78] Loss 30.5747 +[2025-02-26 23:33:52,834 INFO hook.py line 289 3738285] Test: [75/78] Loss 18.1840 +[2025-02-26 23:33:52,862 INFO hook.py line 289 3738285] Test: [76/78] Loss 13.1940 +[2025-02-26 23:33:52,916 INFO hook.py line 289 3738285] Test: [77/78] Loss 54.4637 +[2025-02-26 23:33:52,941 INFO hook.py line 289 3738285] Test: [78/78] Loss 16.8194 +[2025-02-26 23:33:54,589 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:33:54,590 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:33:54,590 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] wall : 0.1462 0.1508 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] floor : 0.7754 0.7981 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] cabinet : 0.1907 0.4152 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] bed : 0.0684 0.1094 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] chair : 0.3352 0.8942 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] sofa : 0.0001 0.0001 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] table : 0.1908 0.3605 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] door : 0.0135 0.0170 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] window : 0.0781 0.8648 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] counter : 0.0000 0.0000 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] desk : 0.0000 0.0000 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] curtain : 0.0000 0.0000 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] toilet : 0.0000 0.0000 +[2025-02-26 23:33:54,590 INFO hook.py line 232 3738285] sink : 0.0000 0.0000 +[2025-02-26 23:33:54,591 INFO hook.py line 232 3738285] bathtub : 0.0000 0.0000 +[2025-02-26 23:33:54,591 INFO hook.py line 232 3738285] otherfurniture : 0.0113 0.0124 +[2025-02-26 23:33:54,591 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:33:54,591 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.0905/0.1811/0.4017. +[2025-02-26 23:33:54,591 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:33:54,596 INFO misc.py line 164 3738285] Currently Best mIoU: 0.1061 +[2025-02-26 23:33:54,597 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:34:04,135 INFO misc.py line 135 3738285] Train result: loss: 1.6889 +[2025-02-26 23:34:04,224 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:34:22,394 INFO hook.py line 289 3738285] Test: [1/78] Loss 35.7712 +[2025-02-26 23:34:23,330 INFO hook.py line 289 3738285] Test: [2/78] Loss 20.0979 +[2025-02-26 23:34:23,373 INFO hook.py line 289 3738285] Test: [3/78] Loss 27.5414 +[2025-02-26 23:34:23,894 INFO hook.py line 289 3738285] Test: [4/78] Loss 22.2349 +[2025-02-26 23:34:23,929 INFO hook.py line 289 3738285] Test: [5/78] Loss 20.4926 +[2025-02-26 23:34:23,982 INFO hook.py line 289 3738285] Test: [6/78] Loss 26.3842 +[2025-02-26 23:34:24,030 INFO hook.py line 289 3738285] Test: [7/78] Loss 28.1434 +[2025-02-26 23:34:24,066 INFO hook.py line 289 3738285] Test: [8/78] Loss 4.1803 +[2025-02-26 23:34:24,206 INFO hook.py line 289 3738285] Test: [9/78] Loss 16.1251 +[2025-02-26 23:34:24,244 INFO hook.py line 289 3738285] Test: [10/78] Loss 49.1542 +[2025-02-26 23:34:24,285 INFO hook.py line 289 3738285] Test: [11/78] Loss 49.8923 +[2025-02-26 23:34:24,326 INFO hook.py line 289 3738285] Test: [12/78] Loss 15.4804 +[2025-02-26 23:34:24,375 INFO hook.py line 289 3738285] Test: [13/78] Loss 42.1781 +[2025-02-26 23:34:24,415 INFO hook.py line 289 3738285] Test: [14/78] Loss 77.6625 +[2025-02-26 23:34:24,460 INFO hook.py line 289 3738285] Test: [15/78] Loss 32.6775 +[2025-02-26 23:34:24,633 INFO hook.py line 289 3738285] Test: [16/78] Loss 8.0354 +[2025-02-26 23:34:24,674 INFO hook.py line 289 3738285] Test: [17/78] Loss 20.9633 +[2025-02-26 23:34:24,709 INFO hook.py line 289 3738285] Test: [18/78] Loss 47.3862 +[2025-02-26 23:34:24,752 INFO hook.py line 289 3738285] Test: [19/78] Loss 62.9668 +[2025-02-26 23:34:24,794 INFO hook.py line 289 3738285] Test: [20/78] Loss 7.8747 +[2025-02-26 23:34:24,836 INFO hook.py line 289 3738285] Test: [21/78] Loss 7.3738 +[2025-02-26 23:34:24,873 INFO hook.py line 289 3738285] Test: [22/78] Loss 34.8820 +[2025-02-26 23:34:24,909 INFO hook.py line 289 3738285] Test: [23/78] Loss 26.9875 +[2025-02-26 23:34:24,951 INFO hook.py line 289 3738285] Test: [24/78] Loss 29.3594 +[2025-02-26 23:34:24,990 INFO hook.py line 289 3738285] Test: [25/78] Loss 20.1437 +[2025-02-26 23:34:25,032 INFO hook.py line 289 3738285] Test: [26/78] Loss 24.1012 +[2025-02-26 23:34:25,080 INFO hook.py line 289 3738285] Test: [27/78] Loss 33.3543 +[2025-02-26 23:34:25,117 INFO hook.py line 289 3738285] Test: [28/78] Loss 30.3790 +[2025-02-26 23:34:25,148 INFO hook.py line 289 3738285] Test: [29/78] Loss 10.0617 +[2025-02-26 23:34:25,203 INFO hook.py line 289 3738285] Test: [30/78] Loss 25.0201 +[2025-02-26 23:34:25,256 INFO hook.py line 289 3738285] Test: [31/78] Loss 12.0809 +[2025-02-26 23:34:25,297 INFO hook.py line 289 3738285] Test: [32/78] Loss 61.9869 +[2025-02-26 23:34:25,346 INFO hook.py line 289 3738285] Test: [33/78] Loss 20.8209 +[2025-02-26 23:34:25,384 INFO hook.py line 289 3738285] Test: [34/78] Loss 22.9492 +[2025-02-26 23:34:25,419 INFO hook.py line 289 3738285] Test: [35/78] Loss 29.6092 +[2025-02-26 23:34:25,459 INFO hook.py line 289 3738285] Test: [36/78] Loss 12.2462 +[2025-02-26 23:34:25,497 INFO hook.py line 289 3738285] Test: [37/78] Loss 22.4179 +[2025-02-26 23:34:25,533 INFO hook.py line 289 3738285] Test: [38/78] Loss 11.2982 +[2025-02-26 23:34:25,594 INFO hook.py line 289 3738285] Test: [39/78] Loss 52.6032 +[2025-02-26 23:34:25,640 INFO hook.py line 289 3738285] Test: [40/78] Loss 55.1639 +[2025-02-26 23:34:25,681 INFO hook.py line 289 3738285] Test: [41/78] Loss 16.9328 +[2025-02-26 23:34:25,715 INFO hook.py line 289 3738285] Test: [42/78] Loss 26.4193 +[2025-02-26 23:34:25,752 INFO hook.py line 289 3738285] Test: [43/78] Loss 36.6561 +[2025-02-26 23:34:25,803 INFO hook.py line 289 3738285] Test: [44/78] Loss 37.1676 +[2025-02-26 23:34:25,838 INFO hook.py line 289 3738285] Test: [45/78] Loss 24.5837 +[2025-02-26 23:34:25,883 INFO hook.py line 289 3738285] Test: [46/78] Loss 44.6092 +[2025-02-26 23:34:25,920 INFO hook.py line 289 3738285] Test: [47/78] Loss 25.6879 +[2025-02-26 23:34:25,953 INFO hook.py line 289 3738285] Test: [48/78] Loss 46.7185 +[2025-02-26 23:34:25,988 INFO hook.py line 289 3738285] Test: [49/78] Loss 64.7579 +[2025-02-26 23:34:26,018 INFO hook.py line 289 3738285] Test: [50/78] Loss 35.6080 +[2025-02-26 23:34:26,046 INFO hook.py line 289 3738285] Test: [51/78] Loss 58.9767 +[2025-02-26 23:34:26,078 INFO hook.py line 289 3738285] Test: [52/78] Loss 26.1227 +[2025-02-26 23:34:26,102 INFO hook.py line 289 3738285] Test: [53/78] Loss 18.6730 +[2025-02-26 23:34:26,135 INFO hook.py line 289 3738285] Test: [54/78] Loss 45.7027 +[2025-02-26 23:34:26,171 INFO hook.py line 289 3738285] Test: [55/78] Loss 17.8716 +[2025-02-26 23:34:26,209 INFO hook.py line 289 3738285] Test: [56/78] Loss 19.6771 +[2025-02-26 23:34:26,247 INFO hook.py line 289 3738285] Test: [57/78] Loss 30.5747 +[2025-02-26 23:34:26,280 INFO hook.py line 289 3738285] Test: [58/78] Loss 25.7201 +[2025-02-26 23:34:26,320 INFO hook.py line 289 3738285] Test: [59/78] Loss 20.7623 +[2025-02-26 23:34:26,353 INFO hook.py line 289 3738285] Test: [60/78] Loss 35.2366 +[2025-02-26 23:34:26,378 INFO hook.py line 289 3738285] Test: [61/78] Loss 44.1802 +[2025-02-26 23:34:26,412 INFO hook.py line 289 3738285] Test: [62/78] Loss 19.1966 +[2025-02-26 23:34:26,447 INFO hook.py line 289 3738285] Test: [63/78] Loss 65.7083 +[2025-02-26 23:34:26,500 INFO hook.py line 289 3738285] Test: [64/78] Loss 71.1238 +[2025-02-26 23:34:26,527 INFO hook.py line 289 3738285] Test: [65/78] Loss 32.0883 +[2025-02-26 23:34:26,566 INFO hook.py line 289 3738285] Test: [66/78] Loss 26.7615 +[2025-02-26 23:34:26,603 INFO hook.py line 289 3738285] Test: [67/78] Loss 38.8743 +[2025-02-26 23:34:26,635 INFO hook.py line 289 3738285] Test: [68/78] Loss 29.3483 +[2025-02-26 23:34:26,666 INFO hook.py line 289 3738285] Test: [69/78] Loss 10.9826 +[2025-02-26 23:34:26,722 INFO hook.py line 289 3738285] Test: [70/78] Loss 26.3787 +[2025-02-26 23:34:26,762 INFO hook.py line 289 3738285] Test: [71/78] Loss 60.3353 +[2025-02-26 23:34:26,810 INFO hook.py line 289 3738285] Test: [72/78] Loss 3.1958 +[2025-02-26 23:34:26,857 INFO hook.py line 289 3738285] Test: [73/78] Loss 35.3620 +[2025-02-26 23:34:26,896 INFO hook.py line 289 3738285] Test: [74/78] Loss 43.0672 +[2025-02-26 23:34:26,944 INFO hook.py line 289 3738285] Test: [75/78] Loss 11.1912 +[2025-02-26 23:34:26,971 INFO hook.py line 289 3738285] Test: [76/78] Loss 14.9884 +[2025-02-26 23:34:27,024 INFO hook.py line 289 3738285] Test: [77/78] Loss 14.3690 +[2025-02-26 23:34:27,049 INFO hook.py line 289 3738285] Test: [78/78] Loss 11.6791 +[2025-02-26 23:34:28,324 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:34:28,324 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:34:28,324 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] wall : 0.1030 0.1089 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] floor : 0.7412 0.7567 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] cabinet : 0.1549 0.1785 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] bed : 0.3590 0.4520 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] chair : 0.3161 0.8244 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] sofa : 0.0158 0.0160 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] table : 0.2767 0.7518 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] door : 0.1103 0.5049 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] window : 0.0910 0.6602 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] counter : 0.0000 0.0000 +[2025-02-26 23:34:28,324 INFO hook.py line 232 3738285] desk : 0.0000 0.0000 +[2025-02-26 23:34:28,325 INFO hook.py line 232 3738285] curtain : 0.0000 0.0000 +[2025-02-26 23:34:28,325 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:34:28,325 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:34:28,325 INFO hook.py line 232 3738285] toilet : 0.0000 0.0000 +[2025-02-26 23:34:28,325 INFO hook.py line 232 3738285] sink : 0.0000 0.0000 +[2025-02-26 23:34:28,325 INFO hook.py line 232 3738285] bathtub : 0.0000 0.0000 +[2025-02-26 23:34:28,325 INFO hook.py line 232 3738285] otherfurniture : 0.0029 0.0029 +[2025-02-26 23:34:28,325 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:34:28,325 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.1085/0.2128/0.4020. +[2025-02-26 23:34:28,325 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:34:28,329 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.1085 +[2025-02-26 23:34:28,329 INFO misc.py line 164 3738285] Currently Best mIoU: 0.1085 +[2025-02-26 23:34:28,329 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:34:37,753 INFO misc.py line 135 3738285] Train result: loss: 1.5272 +[2025-02-26 23:34:37,839 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:34:57,710 INFO hook.py line 289 3738285] Test: [1/78] Loss 8.7108 +[2025-02-26 23:34:57,766 INFO hook.py line 289 3738285] Test: [2/78] Loss 4.6068 +[2025-02-26 23:34:57,808 INFO hook.py line 289 3738285] Test: [3/78] Loss 8.7634 +[2025-02-26 23:34:57,859 INFO hook.py line 289 3738285] Test: [4/78] Loss 6.1337 +[2025-02-26 23:34:58,038 INFO hook.py line 289 3738285] Test: [5/78] Loss 3.7810 +[2025-02-26 23:34:58,089 INFO hook.py line 289 3738285] Test: [6/78] Loss 11.5224 +[2025-02-26 23:34:58,150 INFO hook.py line 289 3738285] Test: [7/78] Loss 11.7370 +[2025-02-26 23:34:58,193 INFO hook.py line 289 3738285] Test: [8/78] Loss 11.7483 +[2025-02-26 23:34:58,236 INFO hook.py line 289 3738285] Test: [9/78] Loss 7.6436 +[2025-02-26 23:34:58,273 INFO hook.py line 289 3738285] Test: [10/78] Loss 4.8591 +[2025-02-26 23:34:58,326 INFO hook.py line 289 3738285] Test: [11/78] Loss 5.9956 +[2025-02-26 23:34:58,376 INFO hook.py line 289 3738285] Test: [12/78] Loss 5.2086 +[2025-02-26 23:34:58,570 INFO hook.py line 289 3738285] Test: [13/78] Loss 11.1034 +[2025-02-26 23:34:58,611 INFO hook.py line 289 3738285] Test: [14/78] Loss 8.2677 +[2025-02-26 23:34:58,648 INFO hook.py line 289 3738285] Test: [15/78] Loss 20.9390 +[2025-02-26 23:34:58,702 INFO hook.py line 289 3738285] Test: [16/78] Loss 6.4137 +[2025-02-26 23:34:58,739 INFO hook.py line 289 3738285] Test: [17/78] Loss 4.6899 +[2025-02-26 23:34:58,772 INFO hook.py line 289 3738285] Test: [18/78] Loss 14.6284 +[2025-02-26 23:34:58,813 INFO hook.py line 289 3738285] Test: [19/78] Loss 4.7798 +[2025-02-26 23:34:58,845 INFO hook.py line 289 3738285] Test: [20/78] Loss 3.0424 +[2025-02-26 23:34:58,885 INFO hook.py line 289 3738285] Test: [21/78] Loss 3.2998 +[2025-02-26 23:34:58,922 INFO hook.py line 289 3738285] Test: [22/78] Loss 8.1395 +[2025-02-26 23:34:58,950 INFO hook.py line 289 3738285] Test: [23/78] Loss 8.2370 +[2025-02-26 23:34:58,994 INFO hook.py line 289 3738285] Test: [24/78] Loss 10.5916 +[2025-02-26 23:34:59,033 INFO hook.py line 289 3738285] Test: [25/78] Loss 2.3508 +[2025-02-26 23:34:59,073 INFO hook.py line 289 3738285] Test: [26/78] Loss 21.2652 +[2025-02-26 23:34:59,126 INFO hook.py line 289 3738285] Test: [27/78] Loss 5.5609 +[2025-02-26 23:34:59,158 INFO hook.py line 289 3738285] Test: [28/78] Loss 25.2548 +[2025-02-26 23:34:59,194 INFO hook.py line 289 3738285] Test: [29/78] Loss 3.9009 +[2025-02-26 23:34:59,246 INFO hook.py line 289 3738285] Test: [30/78] Loss 6.4573 +[2025-02-26 23:34:59,300 INFO hook.py line 289 3738285] Test: [31/78] Loss 3.5104 +[2025-02-26 23:34:59,333 INFO hook.py line 289 3738285] Test: [32/78] Loss 9.8889 +[2025-02-26 23:34:59,382 INFO hook.py line 289 3738285] Test: [33/78] Loss 5.3519 +[2025-02-26 23:34:59,420 INFO hook.py line 289 3738285] Test: [34/78] Loss 4.4737 +[2025-02-26 23:34:59,457 INFO hook.py line 289 3738285] Test: [35/78] Loss 19.8936 +[2025-02-26 23:34:59,505 INFO hook.py line 289 3738285] Test: [36/78] Loss 5.7767 +[2025-02-26 23:34:59,549 INFO hook.py line 289 3738285] Test: [37/78] Loss 5.7168 +[2025-02-26 23:34:59,576 INFO hook.py line 289 3738285] Test: [38/78] Loss 6.7995 +[2025-02-26 23:34:59,635 INFO hook.py line 289 3738285] Test: [39/78] Loss 9.7238 +[2025-02-26 23:34:59,678 INFO hook.py line 289 3738285] Test: [40/78] Loss 6.3598 +[2025-02-26 23:34:59,725 INFO hook.py line 289 3738285] Test: [41/78] Loss 2.9998 +[2025-02-26 23:34:59,754 INFO hook.py line 289 3738285] Test: [42/78] Loss 13.4468 +[2025-02-26 23:34:59,792 INFO hook.py line 289 3738285] Test: [43/78] Loss 11.1894 +[2025-02-26 23:34:59,846 INFO hook.py line 289 3738285] Test: [44/78] Loss 8.7737 +[2025-02-26 23:34:59,879 INFO hook.py line 289 3738285] Test: [45/78] Loss 4.7595 +[2025-02-26 23:34:59,934 INFO hook.py line 289 3738285] Test: [46/78] Loss 7.3292 +[2025-02-26 23:34:59,976 INFO hook.py line 289 3738285] Test: [47/78] Loss 4.8522 +[2025-02-26 23:35:00,007 INFO hook.py line 289 3738285] Test: [48/78] Loss 6.3439 +[2025-02-26 23:35:00,038 INFO hook.py line 289 3738285] Test: [49/78] Loss 4.3098 +[2025-02-26 23:35:00,069 INFO hook.py line 289 3738285] Test: [50/78] Loss 3.1191 +[2025-02-26 23:35:00,097 INFO hook.py line 289 3738285] Test: [51/78] Loss 4.3329 +[2025-02-26 23:35:00,129 INFO hook.py line 289 3738285] Test: [52/78] Loss 4.1381 +[2025-02-26 23:35:00,156 INFO hook.py line 289 3738285] Test: [53/78] Loss 13.4356 +[2025-02-26 23:35:00,189 INFO hook.py line 289 3738285] Test: [54/78] Loss 4.7733 +[2025-02-26 23:35:00,225 INFO hook.py line 289 3738285] Test: [55/78] Loss 8.1808 +[2025-02-26 23:35:00,263 INFO hook.py line 289 3738285] Test: [56/78] Loss 10.3425 +[2025-02-26 23:35:00,294 INFO hook.py line 289 3738285] Test: [57/78] Loss 8.1863 +[2025-02-26 23:35:00,320 INFO hook.py line 289 3738285] Test: [58/78] Loss 5.7443 +[2025-02-26 23:35:00,357 INFO hook.py line 289 3738285] Test: [59/78] Loss 8.3916 +[2025-02-26 23:35:00,390 INFO hook.py line 289 3738285] Test: [60/78] Loss 15.9645 +[2025-02-26 23:35:00,417 INFO hook.py line 289 3738285] Test: [61/78] Loss 20.4453 +[2025-02-26 23:35:00,456 INFO hook.py line 289 3738285] Test: [62/78] Loss 14.2668 +[2025-02-26 23:35:00,490 INFO hook.py line 289 3738285] Test: [63/78] Loss 6.6040 +[2025-02-26 23:35:00,543 INFO hook.py line 289 3738285] Test: [64/78] Loss 8.1987 +[2025-02-26 23:35:00,571 INFO hook.py line 289 3738285] Test: [65/78] Loss 7.3825 +[2025-02-26 23:35:00,611 INFO hook.py line 289 3738285] Test: [66/78] Loss 9.1836 +[2025-02-26 23:35:00,649 INFO hook.py line 289 3738285] Test: [67/78] Loss 10.6730 +[2025-02-26 23:35:00,682 INFO hook.py line 289 3738285] Test: [68/78] Loss 5.5913 +[2025-02-26 23:35:00,712 INFO hook.py line 289 3738285] Test: [69/78] Loss 6.7854 +[2025-02-26 23:35:00,767 INFO hook.py line 289 3738285] Test: [70/78] Loss 3.2144 +[2025-02-26 23:35:00,807 INFO hook.py line 289 3738285] Test: [71/78] Loss 9.6252 +[2025-02-26 23:35:00,856 INFO hook.py line 289 3738285] Test: [72/78] Loss 15.2232 +[2025-02-26 23:35:00,903 INFO hook.py line 289 3738285] Test: [73/78] Loss 6.0402 +[2025-02-26 23:35:00,943 INFO hook.py line 289 3738285] Test: [74/78] Loss 18.0542 +[2025-02-26 23:35:00,992 INFO hook.py line 289 3738285] Test: [75/78] Loss 13.1598 +[2025-02-26 23:35:01,020 INFO hook.py line 289 3738285] Test: [76/78] Loss 12.0452 +[2025-02-26 23:35:01,073 INFO hook.py line 289 3738285] Test: [77/78] Loss 3.7278 +[2025-02-26 23:35:01,099 INFO hook.py line 289 3738285] Test: [78/78] Loss 7.2315 +[2025-02-26 23:35:02,791 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:35:02,791 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:35:02,791 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:35:02,791 INFO hook.py line 232 3738285] wall : 0.4030 0.4359 +[2025-02-26 23:35:02,791 INFO hook.py line 232 3738285] floor : 0.5984 0.6227 +[2025-02-26 23:35:02,791 INFO hook.py line 232 3738285] cabinet : 0.1790 0.4851 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] bed : 0.1439 0.4824 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] chair : 0.4599 0.7582 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] sofa : 0.1355 0.4324 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] table : 0.2140 0.7415 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] door : 0.1281 0.3039 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] window : 0.1441 0.5680 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] counter : 0.0000 0.0000 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] desk : 0.0028 0.0029 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] curtain : 0.0000 0.0000 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] toilet : 0.0000 0.0000 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] sink : 0.0000 0.0000 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] bathtub : 0.0000 0.0000 +[2025-02-26 23:35:02,792 INFO hook.py line 232 3738285] otherfurniture : 0.0270 0.0300 +[2025-02-26 23:35:02,792 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:35:02,793 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.1218/0.2431/0.4698. +[2025-02-26 23:35:02,793 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:35:02,796 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.1218 +[2025-02-26 23:35:02,796 INFO misc.py line 164 3738285] Currently Best mIoU: 0.1218 +[2025-02-26 23:35:02,796 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:35:10,704 INFO misc.py line 135 3738285] Train result: loss: 1.3986 +[2025-02-26 23:35:10,777 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:35:25,667 INFO hook.py line 289 3738285] Test: [1/78] Loss 39.8576 +[2025-02-26 23:35:25,717 INFO hook.py line 289 3738285] Test: [2/78] Loss 16.8543 +[2025-02-26 23:35:25,787 INFO hook.py line 289 3738285] Test: [3/78] Loss 10.2940 +[2025-02-26 23:35:25,840 INFO hook.py line 289 3738285] Test: [4/78] Loss 9.4033 +[2025-02-26 23:35:25,887 INFO hook.py line 289 3738285] Test: [5/78] Loss 21.9561 +[2025-02-26 23:35:25,942 INFO hook.py line 289 3738285] Test: [6/78] Loss 23.2977 +[2025-02-26 23:35:26,000 INFO hook.py line 289 3738285] Test: [7/78] Loss 32.6842 +[2025-02-26 23:35:26,093 INFO hook.py line 289 3738285] Test: [8/78] Loss 6.4762 +[2025-02-26 23:35:26,137 INFO hook.py line 289 3738285] Test: [9/78] Loss 13.7459 +[2025-02-26 23:35:26,184 INFO hook.py line 289 3738285] Test: [10/78] Loss 15.8850 +[2025-02-26 23:35:26,235 INFO hook.py line 289 3738285] Test: [11/78] Loss 17.6236 +[2025-02-26 23:35:26,280 INFO hook.py line 289 3738285] Test: [12/78] Loss 11.1951 +[2025-02-26 23:35:26,370 INFO hook.py line 289 3738285] Test: [13/78] Loss 17.3770 +[2025-02-26 23:35:26,413 INFO hook.py line 289 3738285] Test: [14/78] Loss 28.0987 +[2025-02-26 23:35:26,453 INFO hook.py line 289 3738285] Test: [15/78] Loss 50.8705 +[2025-02-26 23:35:26,497 INFO hook.py line 289 3738285] Test: [16/78] Loss 17.0215 +[2025-02-26 23:35:26,540 INFO hook.py line 289 3738285] Test: [17/78] Loss 12.8612 +[2025-02-26 23:35:26,579 INFO hook.py line 289 3738285] Test: [18/78] Loss 45.5444 +[2025-02-26 23:35:26,627 INFO hook.py line 289 3738285] Test: [19/78] Loss 12.6584 +[2025-02-26 23:35:26,662 INFO hook.py line 289 3738285] Test: [20/78] Loss 16.8157 +[2025-02-26 23:35:26,703 INFO hook.py line 289 3738285] Test: [21/78] Loss 11.9586 +[2025-02-26 23:35:26,749 INFO hook.py line 289 3738285] Test: [22/78] Loss 27.0480 +[2025-02-26 23:35:26,787 INFO hook.py line 289 3738285] Test: [23/78] Loss 18.7184 +[2025-02-26 23:35:26,838 INFO hook.py line 289 3738285] Test: [24/78] Loss 9.2352 +[2025-02-26 23:35:26,885 INFO hook.py line 289 3738285] Test: [25/78] Loss 11.0818 +[2025-02-26 23:35:26,932 INFO hook.py line 289 3738285] Test: [26/78] Loss 17.7535 +[2025-02-26 23:35:26,989 INFO hook.py line 289 3738285] Test: [27/78] Loss 29.4824 +[2025-02-26 23:35:27,034 INFO hook.py line 289 3738285] Test: [28/78] Loss 58.1301 +[2025-02-26 23:35:27,072 INFO hook.py line 289 3738285] Test: [29/78] Loss 18.3561 +[2025-02-26 23:35:27,131 INFO hook.py line 289 3738285] Test: [30/78] Loss 18.1911 +[2025-02-26 23:35:27,189 INFO hook.py line 289 3738285] Test: [31/78] Loss 14.0725 +[2025-02-26 23:35:27,230 INFO hook.py line 289 3738285] Test: [32/78] Loss 67.4895 +[2025-02-26 23:35:27,286 INFO hook.py line 289 3738285] Test: [33/78] Loss 22.3830 +[2025-02-26 23:35:27,326 INFO hook.py line 289 3738285] Test: [34/78] Loss 20.3753 +[2025-02-26 23:35:27,363 INFO hook.py line 289 3738285] Test: [35/78] Loss 7.0570 +[2025-02-26 23:35:27,409 INFO hook.py line 289 3738285] Test: [36/78] Loss 17.0144 +[2025-02-26 23:35:27,455 INFO hook.py line 289 3738285] Test: [37/78] Loss 14.4661 +[2025-02-26 23:35:27,492 INFO hook.py line 289 3738285] Test: [38/78] Loss 17.5316 +[2025-02-26 23:35:27,557 INFO hook.py line 289 3738285] Test: [39/78] Loss 34.3511 +[2025-02-26 23:35:27,608 INFO hook.py line 289 3738285] Test: [40/78] Loss 16.0733 +[2025-02-26 23:35:27,659 INFO hook.py line 289 3738285] Test: [41/78] Loss 7.2241 +[2025-02-26 23:35:27,694 INFO hook.py line 289 3738285] Test: [42/78] Loss 36.5442 +[2025-02-26 23:35:27,736 INFO hook.py line 289 3738285] Test: [43/78] Loss 38.0334 +[2025-02-26 23:35:27,794 INFO hook.py line 289 3738285] Test: [44/78] Loss 60.5723 +[2025-02-26 23:35:27,838 INFO hook.py line 289 3738285] Test: [45/78] Loss 9.1703 +[2025-02-26 23:35:27,892 INFO hook.py line 289 3738285] Test: [46/78] Loss 30.7166 +[2025-02-26 23:35:27,936 INFO hook.py line 289 3738285] Test: [47/78] Loss 16.9174 +[2025-02-26 23:35:27,975 INFO hook.py line 289 3738285] Test: [48/78] Loss 26.1714 +[2025-02-26 23:35:28,014 INFO hook.py line 289 3738285] Test: [49/78] Loss 13.0476 +[2025-02-26 23:35:28,054 INFO hook.py line 289 3738285] Test: [50/78] Loss 9.3394 +[2025-02-26 23:35:28,089 INFO hook.py line 289 3738285] Test: [51/78] Loss 13.7829 +[2025-02-26 23:35:28,130 INFO hook.py line 289 3738285] Test: [52/78] Loss 21.6197 +[2025-02-26 23:35:28,165 INFO hook.py line 289 3738285] Test: [53/78] Loss 8.6643 +[2025-02-26 23:35:28,206 INFO hook.py line 289 3738285] Test: [54/78] Loss 43.3493 +[2025-02-26 23:35:28,249 INFO hook.py line 289 3738285] Test: [55/78] Loss 4.6218 +[2025-02-26 23:35:28,295 INFO hook.py line 289 3738285] Test: [56/78] Loss 10.2369 +[2025-02-26 23:35:28,335 INFO hook.py line 289 3738285] Test: [57/78] Loss 29.8819 +[2025-02-26 23:35:28,370 INFO hook.py line 289 3738285] Test: [58/78] Loss 18.7690 +[2025-02-26 23:35:28,416 INFO hook.py line 289 3738285] Test: [59/78] Loss 7.8594 +[2025-02-26 23:35:28,455 INFO hook.py line 289 3738285] Test: [60/78] Loss 16.7698 +[2025-02-26 23:35:28,488 INFO hook.py line 289 3738285] Test: [61/78] Loss 60.6158 +[2025-02-26 23:35:28,522 INFO hook.py line 289 3738285] Test: [62/78] Loss 18.7762 +[2025-02-26 23:35:28,564 INFO hook.py line 289 3738285] Test: [63/78] Loss 8.6157 +[2025-02-26 23:35:28,623 INFO hook.py line 289 3738285] Test: [64/78] Loss 16.5332 +[2025-02-26 23:35:28,658 INFO hook.py line 289 3738285] Test: [65/78] Loss 27.6149 +[2025-02-26 23:35:28,704 INFO hook.py line 289 3738285] Test: [66/78] Loss 32.9909 +[2025-02-26 23:35:28,748 INFO hook.py line 289 3738285] Test: [67/78] Loss 33.1515 +[2025-02-26 23:35:28,789 INFO hook.py line 289 3738285] Test: [68/78] Loss 10.1393 +[2025-02-26 23:35:28,825 INFO hook.py line 289 3738285] Test: [69/78] Loss 8.7617 +[2025-02-26 23:35:28,887 INFO hook.py line 289 3738285] Test: [70/78] Loss 4.5363 +[2025-02-26 23:35:28,933 INFO hook.py line 289 3738285] Test: [71/78] Loss 45.5245 +[2025-02-26 23:35:28,987 INFO hook.py line 289 3738285] Test: [72/78] Loss 4.7190 +[2025-02-26 23:35:29,035 INFO hook.py line 289 3738285] Test: [73/78] Loss 10.3944 +[2025-02-26 23:35:29,082 INFO hook.py line 289 3738285] Test: [74/78] Loss 32.2421 +[2025-02-26 23:35:29,139 INFO hook.py line 289 3738285] Test: [75/78] Loss 14.7865 +[2025-02-26 23:35:29,176 INFO hook.py line 289 3738285] Test: [76/78] Loss 15.6579 +[2025-02-26 23:35:29,230 INFO hook.py line 289 3738285] Test: [77/78] Loss 10.9197 +[2025-02-26 23:35:29,265 INFO hook.py line 289 3738285] Test: [78/78] Loss 9.3536 +[2025-02-26 23:35:31,122 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:35:31,123 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:35:31,123 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] wall : 0.5133 0.5898 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] floor : 0.5574 0.5656 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] cabinet : 0.1202 0.2394 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] bed : 0.0705 0.1218 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] chair : 0.2220 0.5540 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] sofa : 0.0029 0.0034 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] table : 0.1091 0.8937 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] door : 0.1371 0.1679 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] window : 0.0975 0.1233 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] counter : 0.0002 0.0002 +[2025-02-26 23:35:31,123 INFO hook.py line 232 3738285] desk : 0.0007 0.0008 +[2025-02-26 23:35:31,124 INFO hook.py line 232 3738285] curtain : 0.0014 0.0014 +[2025-02-26 23:35:31,124 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:35:31,124 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:35:31,124 INFO hook.py line 232 3738285] toilet : 0.0000 0.0000 +[2025-02-26 23:35:31,124 INFO hook.py line 232 3738285] sink : 0.0000 0.0000 +[2025-02-26 23:35:31,124 INFO hook.py line 232 3738285] bathtub : 0.0000 0.0000 +[2025-02-26 23:35:31,124 INFO hook.py line 232 3738285] otherfurniture : 0.0074 0.0082 +[2025-02-26 23:35:31,124 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:35:31,124 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.0920/0.1635/0.4399. +[2025-02-26 23:35:31,124 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:35:31,135 INFO misc.py line 164 3738285] Currently Best mIoU: 0.1218 +[2025-02-26 23:35:31,135 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:35:40,631 INFO misc.py line 135 3738285] Train result: loss: 1.4122 +[2025-02-26 23:35:40,691 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:36:04,949 INFO hook.py line 289 3738285] Test: [1/78] Loss 5.5649 +[2025-02-26 23:36:05,067 INFO hook.py line 289 3738285] Test: [2/78] Loss 2.8612 +[2025-02-26 23:36:05,116 INFO hook.py line 289 3738285] Test: [3/78] Loss 2.2175 +[2025-02-26 23:36:05,173 INFO hook.py line 289 3738285] Test: [4/78] Loss 1.4517 +[2025-02-26 23:36:05,220 INFO hook.py line 289 3738285] Test: [5/78] Loss 2.1584 +[2025-02-26 23:36:05,278 INFO hook.py line 289 3738285] Test: [6/78] Loss 4.9289 +[2025-02-26 23:36:05,340 INFO hook.py line 289 3738285] Test: [7/78] Loss 3.8147 +[2025-02-26 23:36:05,385 INFO hook.py line 289 3738285] Test: [8/78] Loss 1.0276 +[2025-02-26 23:36:05,435 INFO hook.py line 289 3738285] Test: [9/78] Loss 3.2055 +[2025-02-26 23:36:05,872 INFO hook.py line 289 3738285] Test: [10/78] Loss 4.5211 +[2025-02-26 23:36:06,144 INFO hook.py line 289 3738285] Test: [11/78] Loss 2.9251 +[2025-02-26 23:36:12,249 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.6570 +[2025-02-26 23:36:12,731 INFO hook.py line 289 3738285] Test: [13/78] Loss 7.9013 +[2025-02-26 23:36:12,776 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.1420 +[2025-02-26 23:36:12,841 INFO hook.py line 289 3738285] Test: [15/78] Loss 5.0775 +[2025-02-26 23:36:12,883 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.8485 +[2025-02-26 23:36:12,921 INFO hook.py line 289 3738285] Test: [17/78] Loss 3.0577 +[2025-02-26 23:36:12,957 INFO hook.py line 289 3738285] Test: [18/78] Loss 4.7308 +[2025-02-26 23:36:13,004 INFO hook.py line 289 3738285] Test: [19/78] Loss 2.5610 +[2025-02-26 23:36:13,037 INFO hook.py line 289 3738285] Test: [20/78] Loss 2.5335 +[2025-02-26 23:36:13,076 INFO hook.py line 289 3738285] Test: [21/78] Loss 1.1400 +[2025-02-26 23:36:13,119 INFO hook.py line 289 3738285] Test: [22/78] Loss 5.0483 +[2025-02-26 23:36:13,151 INFO hook.py line 289 3738285] Test: [23/78] Loss 3.8169 +[2025-02-26 23:36:13,202 INFO hook.py line 289 3738285] Test: [24/78] Loss 2.6103 +[2025-02-26 23:36:13,241 INFO hook.py line 289 3738285] Test: [25/78] Loss 2.8023 +[2025-02-26 23:36:13,279 INFO hook.py line 289 3738285] Test: [26/78] Loss 2.8731 +[2025-02-26 23:36:13,328 INFO hook.py line 289 3738285] Test: [27/78] Loss 5.5191 +[2025-02-26 23:36:13,371 INFO hook.py line 289 3738285] Test: [28/78] Loss 7.0408 +[2025-02-26 23:36:13,412 INFO hook.py line 289 3738285] Test: [29/78] Loss 1.2396 +[2025-02-26 23:36:13,469 INFO hook.py line 289 3738285] Test: [30/78] Loss 3.2482 +[2025-02-26 23:36:13,522 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.7572 +[2025-02-26 23:36:13,555 INFO hook.py line 289 3738285] Test: [32/78] Loss 6.4061 +[2025-02-26 23:36:13,605 INFO hook.py line 289 3738285] Test: [33/78] Loss 3.1961 +[2025-02-26 23:36:13,656 INFO hook.py line 289 3738285] Test: [34/78] Loss 2.6185 +[2025-02-26 23:36:13,698 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.8810 +[2025-02-26 23:36:13,739 INFO hook.py line 289 3738285] Test: [36/78] Loss 2.8166 +[2025-02-26 23:36:13,782 INFO hook.py line 289 3738285] Test: [37/78] Loss 3.0909 +[2025-02-26 23:36:13,824 INFO hook.py line 289 3738285] Test: [38/78] Loss 2.1323 +[2025-02-26 23:36:13,888 INFO hook.py line 289 3738285] Test: [39/78] Loss 8.7755 +[2025-02-26 23:36:13,935 INFO hook.py line 289 3738285] Test: [40/78] Loss 3.9494 +[2025-02-26 23:36:13,977 INFO hook.py line 289 3738285] Test: [41/78] Loss 2.2247 +[2025-02-26 23:36:14,004 INFO hook.py line 289 3738285] Test: [42/78] Loss 7.6561 +[2025-02-26 23:36:14,040 INFO hook.py line 289 3738285] Test: [43/78] Loss 4.1942 +[2025-02-26 23:36:14,102 INFO hook.py line 289 3738285] Test: [44/78] Loss 4.5161 +[2025-02-26 23:36:14,138 INFO hook.py line 289 3738285] Test: [45/78] Loss 4.3741 +[2025-02-26 23:36:14,182 INFO hook.py line 289 3738285] Test: [46/78] Loss 3.8976 +[2025-02-26 23:36:14,219 INFO hook.py line 289 3738285] Test: [47/78] Loss 3.7761 +[2025-02-26 23:36:14,251 INFO hook.py line 289 3738285] Test: [48/78] Loss 4.0946 +[2025-02-26 23:36:14,290 INFO hook.py line 289 3738285] Test: [49/78] Loss 5.2934 +[2025-02-26 23:36:14,321 INFO hook.py line 289 3738285] Test: [50/78] Loss 3.3741 +[2025-02-26 23:36:14,359 INFO hook.py line 289 3738285] Test: [51/78] Loss 3.7078 +[2025-02-26 23:36:14,398 INFO hook.py line 289 3738285] Test: [52/78] Loss 3.4519 +[2025-02-26 23:36:14,437 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.7670 +[2025-02-26 23:36:14,471 INFO hook.py line 289 3738285] Test: [54/78] Loss 4.8629 +[2025-02-26 23:36:14,506 INFO hook.py line 289 3738285] Test: [55/78] Loss 1.1507 +[2025-02-26 23:36:14,544 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.7166 +[2025-02-26 23:36:14,575 INFO hook.py line 289 3738285] Test: [57/78] Loss 4.3470 +[2025-02-26 23:36:14,601 INFO hook.py line 289 3738285] Test: [58/78] Loss 3.2127 +[2025-02-26 23:36:14,638 INFO hook.py line 289 3738285] Test: [59/78] Loss 3.7470 +[2025-02-26 23:36:14,671 INFO hook.py line 289 3738285] Test: [60/78] Loss 7.1773 +[2025-02-26 23:36:14,696 INFO hook.py line 289 3738285] Test: [61/78] Loss 8.6507 +[2025-02-26 23:36:14,730 INFO hook.py line 289 3738285] Test: [62/78] Loss 2.9546 +[2025-02-26 23:36:14,766 INFO hook.py line 289 3738285] Test: [63/78] Loss 2.6584 +[2025-02-26 23:36:14,820 INFO hook.py line 289 3738285] Test: [64/78] Loss 5.0052 +[2025-02-26 23:36:14,849 INFO hook.py line 289 3738285] Test: [65/78] Loss 4.6161 +[2025-02-26 23:36:14,888 INFO hook.py line 289 3738285] Test: [66/78] Loss 4.7156 +[2025-02-26 23:36:14,926 INFO hook.py line 289 3738285] Test: [67/78] Loss 4.5071 +[2025-02-26 23:36:14,960 INFO hook.py line 289 3738285] Test: [68/78] Loss 3.7713 +[2025-02-26 23:36:14,988 INFO hook.py line 289 3738285] Test: [69/78] Loss 2.5587 +[2025-02-26 23:36:15,043 INFO hook.py line 289 3738285] Test: [70/78] Loss 2.8106 +[2025-02-26 23:36:15,082 INFO hook.py line 289 3738285] Test: [71/78] Loss 5.3044 +[2025-02-26 23:36:15,131 INFO hook.py line 289 3738285] Test: [72/78] Loss 1.0408 +[2025-02-26 23:36:15,177 INFO hook.py line 289 3738285] Test: [73/78] Loss 2.5208 +[2025-02-26 23:36:15,216 INFO hook.py line 289 3738285] Test: [74/78] Loss 6.3513 +[2025-02-26 23:36:15,264 INFO hook.py line 289 3738285] Test: [75/78] Loss 4.0864 +[2025-02-26 23:36:15,292 INFO hook.py line 289 3738285] Test: [76/78] Loss 3.9602 +[2025-02-26 23:36:15,346 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.5723 +[2025-02-26 23:36:15,372 INFO hook.py line 289 3738285] Test: [78/78] Loss 2.8965 +[2025-02-26 23:36:16,674 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:36:16,674 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:36:16,674 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:36:16,674 INFO hook.py line 232 3738285] wall : 0.6183 0.8261 +[2025-02-26 23:36:16,674 INFO hook.py line 232 3738285] floor : 0.7743 0.8215 +[2025-02-26 23:36:16,674 INFO hook.py line 232 3738285] cabinet : 0.1463 0.1764 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] bed : 0.2046 0.3659 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] chair : 0.4675 0.6346 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] sofa : 0.0239 0.0265 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] table : 0.2135 0.8648 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] door : 0.1831 0.2792 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] window : 0.1909 0.5033 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] counter : 0.1178 0.1404 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] desk : 0.0051 0.0056 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] curtain : 0.0090 0.0100 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] toilet : 0.0004 0.0004 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] sink : 0.0392 0.0723 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] bathtub : 0.0000 0.0000 +[2025-02-26 23:36:16,675 INFO hook.py line 232 3738285] otherfurniture : 0.0184 0.0192 +[2025-02-26 23:36:16,675 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:36:16,675 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.1506/0.2373/0.6099. +[2025-02-26 23:36:16,675 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:36:16,678 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.1506 +[2025-02-26 23:36:16,679 INFO misc.py line 164 3738285] Currently Best mIoU: 0.1506 +[2025-02-26 23:36:16,679 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:36:26,541 INFO misc.py line 135 3738285] Train result: loss: 1.2425 +[2025-02-26 23:36:26,610 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:36:46,505 INFO hook.py line 289 3738285] Test: [1/78] Loss 3.4800 +[2025-02-26 23:36:47,183 INFO hook.py line 289 3738285] Test: [2/78] Loss 2.9629 +[2025-02-26 23:36:47,224 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.9460 +[2025-02-26 23:36:47,269 INFO hook.py line 289 3738285] Test: [4/78] Loss 1.6730 +[2025-02-26 23:36:47,309 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.2124 +[2025-02-26 23:36:47,361 INFO hook.py line 289 3738285] Test: [6/78] Loss 4.1910 +[2025-02-26 23:36:47,410 INFO hook.py line 289 3738285] Test: [7/78] Loss 2.8242 +[2025-02-26 23:36:47,437 INFO hook.py line 289 3738285] Test: [8/78] Loss 1.3790 +[2025-02-26 23:36:47,486 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.8149 +[2025-02-26 23:36:47,525 INFO hook.py line 289 3738285] Test: [10/78] Loss 5.2484 +[2025-02-26 23:36:47,571 INFO hook.py line 289 3738285] Test: [11/78] Loss 2.2967 +[2025-02-26 23:36:47,608 INFO hook.py line 289 3738285] Test: [12/78] Loss 3.0040 +[2025-02-26 23:36:47,655 INFO hook.py line 289 3738285] Test: [13/78] Loss 5.6081 +[2025-02-26 23:36:47,700 INFO hook.py line 289 3738285] Test: [14/78] Loss 5.5847 +[2025-02-26 23:36:47,740 INFO hook.py line 289 3738285] Test: [15/78] Loss 4.4459 +[2025-02-26 23:36:47,788 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6359 +[2025-02-26 23:36:47,827 INFO hook.py line 289 3738285] Test: [17/78] Loss 2.9792 +[2025-02-26 23:36:47,869 INFO hook.py line 289 3738285] Test: [18/78] Loss 3.4986 +[2025-02-26 23:36:47,915 INFO hook.py line 289 3738285] Test: [19/78] Loss 3.1000 +[2025-02-26 23:36:47,948 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.1629 +[2025-02-26 23:36:47,985 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.9265 +[2025-02-26 23:36:48,026 INFO hook.py line 289 3738285] Test: [22/78] Loss 3.3891 +[2025-02-26 23:36:48,060 INFO hook.py line 289 3738285] Test: [23/78] Loss 2.9202 +[2025-02-26 23:36:48,104 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.9918 +[2025-02-26 23:36:48,143 INFO hook.py line 289 3738285] Test: [25/78] Loss 2.3402 +[2025-02-26 23:36:48,182 INFO hook.py line 289 3738285] Test: [26/78] Loss 2.8895 +[2025-02-26 23:36:48,230 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.2467 +[2025-02-26 23:36:48,262 INFO hook.py line 289 3738285] Test: [28/78] Loss 5.3171 +[2025-02-26 23:36:48,291 INFO hook.py line 289 3738285] Test: [29/78] Loss 1.0265 +[2025-02-26 23:36:48,344 INFO hook.py line 289 3738285] Test: [30/78] Loss 2.3695 +[2025-02-26 23:36:48,397 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.8697 +[2025-02-26 23:36:48,430 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.3709 +[2025-02-26 23:36:48,479 INFO hook.py line 289 3738285] Test: [33/78] Loss 3.1908 +[2025-02-26 23:36:48,514 INFO hook.py line 289 3738285] Test: [34/78] Loss 2.8760 +[2025-02-26 23:36:48,552 INFO hook.py line 289 3738285] Test: [35/78] Loss 2.9671 +[2025-02-26 23:36:48,597 INFO hook.py line 289 3738285] Test: [36/78] Loss 2.1815 +[2025-02-26 23:36:48,643 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.3328 +[2025-02-26 23:36:48,671 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.9741 +[2025-02-26 23:36:48,738 INFO hook.py line 289 3738285] Test: [39/78] Loss 4.0409 +[2025-02-26 23:36:48,796 INFO hook.py line 289 3738285] Test: [40/78] Loss 3.3665 +[2025-02-26 23:36:48,840 INFO hook.py line 289 3738285] Test: [41/78] Loss 3.3871 +[2025-02-26 23:36:48,871 INFO hook.py line 289 3738285] Test: [42/78] Loss 3.6090 +[2025-02-26 23:36:48,907 INFO hook.py line 289 3738285] Test: [43/78] Loss 3.3475 +[2025-02-26 23:36:48,971 INFO hook.py line 289 3738285] Test: [44/78] Loss 2.3655 +[2025-02-26 23:36:49,003 INFO hook.py line 289 3738285] Test: [45/78] Loss 3.1915 +[2025-02-26 23:36:49,048 INFO hook.py line 289 3738285] Test: [46/78] Loss 3.8788 +[2025-02-26 23:36:49,096 INFO hook.py line 289 3738285] Test: [47/78] Loss 4.6332 +[2025-02-26 23:36:49,126 INFO hook.py line 289 3738285] Test: [48/78] Loss 3.6377 +[2025-02-26 23:36:49,157 INFO hook.py line 289 3738285] Test: [49/78] Loss 4.6029 +[2025-02-26 23:36:49,188 INFO hook.py line 289 3738285] Test: [50/78] Loss 2.9462 +[2025-02-26 23:36:49,216 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.7134 +[2025-02-26 23:36:49,247 INFO hook.py line 289 3738285] Test: [52/78] Loss 2.7808 +[2025-02-26 23:36:49,273 INFO hook.py line 289 3738285] Test: [53/78] Loss 3.1475 +[2025-02-26 23:36:49,306 INFO hook.py line 289 3738285] Test: [54/78] Loss 3.5931 +[2025-02-26 23:36:49,341 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.8968 +[2025-02-26 23:36:49,380 INFO hook.py line 289 3738285] Test: [56/78] Loss 3.0223 +[2025-02-26 23:36:49,411 INFO hook.py line 289 3738285] Test: [57/78] Loss 3.2580 +[2025-02-26 23:36:49,437 INFO hook.py line 289 3738285] Test: [58/78] Loss 2.8651 +[2025-02-26 23:36:49,474 INFO hook.py line 289 3738285] Test: [59/78] Loss 2.1536 +[2025-02-26 23:36:49,507 INFO hook.py line 289 3738285] Test: [60/78] Loss 5.0934 +[2025-02-26 23:36:49,533 INFO hook.py line 289 3738285] Test: [61/78] Loss 7.2375 +[2025-02-26 23:36:49,567 INFO hook.py line 289 3738285] Test: [62/78] Loss 2.6449 +[2025-02-26 23:36:49,603 INFO hook.py line 289 3738285] Test: [63/78] Loss 3.0717 +[2025-02-26 23:36:49,656 INFO hook.py line 289 3738285] Test: [64/78] Loss 5.8400 +[2025-02-26 23:36:49,684 INFO hook.py line 289 3738285] Test: [65/78] Loss 3.5847 +[2025-02-26 23:36:49,722 INFO hook.py line 289 3738285] Test: [66/78] Loss 4.4353 +[2025-02-26 23:36:49,759 INFO hook.py line 289 3738285] Test: [67/78] Loss 3.3260 +[2025-02-26 23:36:49,791 INFO hook.py line 289 3738285] Test: [68/78] Loss 3.0739 +[2025-02-26 23:36:49,821 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.8765 +[2025-02-26 23:36:49,875 INFO hook.py line 289 3738285] Test: [70/78] Loss 2.7319 +[2025-02-26 23:36:49,916 INFO hook.py line 289 3738285] Test: [71/78] Loss 5.2710 +[2025-02-26 23:36:49,965 INFO hook.py line 289 3738285] Test: [72/78] Loss 1.9625 +[2025-02-26 23:36:50,013 INFO hook.py line 289 3738285] Test: [73/78] Loss 5.2099 +[2025-02-26 23:36:50,052 INFO hook.py line 289 3738285] Test: [74/78] Loss 4.5786 +[2025-02-26 23:36:50,100 INFO hook.py line 289 3738285] Test: [75/78] Loss 2.2581 +[2025-02-26 23:36:50,127 INFO hook.py line 289 3738285] Test: [76/78] Loss 2.5405 +[2025-02-26 23:36:50,181 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.9809 +[2025-02-26 23:36:50,211 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0746 +[2025-02-26 23:36:51,824 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:36:51,824 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:36:51,824 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:36:51,824 INFO hook.py line 232 3738285] wall : 0.4891 0.5543 +[2025-02-26 23:36:51,824 INFO hook.py line 232 3738285] floor : 0.9077 0.9694 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] cabinet : 0.1568 0.1651 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] bed : 0.2618 0.5036 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] chair : 0.4483 0.9146 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] sofa : 0.1555 0.1636 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] table : 0.3925 0.7730 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] door : 0.1547 0.4315 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] window : 0.2106 0.5040 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] counter : 0.0843 0.0933 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] desk : 0.0830 0.1027 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] curtain : 0.1644 0.4685 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] toilet : 0.1314 0.5810 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] sink : 0.0248 0.0257 +[2025-02-26 23:36:51,825 INFO hook.py line 232 3738285] bathtub : 0.0000 0.0000 +[2025-02-26 23:36:51,826 INFO hook.py line 232 3738285] otherfurniture : 0.0467 0.0543 +[2025-02-26 23:36:51,827 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:36:51,827 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.1856/0.3152/0.6129. +[2025-02-26 23:36:51,828 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:36:51,836 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.1856 +[2025-02-26 23:36:51,836 INFO misc.py line 164 3738285] Currently Best mIoU: 0.1856 +[2025-02-26 23:36:51,837 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:37:00,740 INFO misc.py line 135 3738285] Train result: loss: 1.2583 +[2025-02-26 23:37:00,803 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:37:19,984 INFO hook.py line 289 3738285] Test: [1/78] Loss 4.3128 +[2025-02-26 23:37:20,026 INFO hook.py line 289 3738285] Test: [2/78] Loss 2.7011 +[2025-02-26 23:37:20,070 INFO hook.py line 289 3738285] Test: [3/78] Loss 2.0750 +[2025-02-26 23:37:20,122 INFO hook.py line 289 3738285] Test: [4/78] Loss 1.6976 +[2025-02-26 23:37:20,157 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.6030 +[2025-02-26 23:37:20,215 INFO hook.py line 289 3738285] Test: [6/78] Loss 3.6059 +[2025-02-26 23:37:20,265 INFO hook.py line 289 3738285] Test: [7/78] Loss 3.3391 +[2025-02-26 23:37:20,304 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.8158 +[2025-02-26 23:37:20,361 INFO hook.py line 289 3738285] Test: [9/78] Loss 2.0035 +[2025-02-26 23:37:21,069 INFO hook.py line 289 3738285] Test: [10/78] Loss 5.2628 +[2025-02-26 23:37:21,120 INFO hook.py line 289 3738285] Test: [11/78] Loss 2.6384 +[2025-02-26 23:37:21,159 INFO hook.py line 289 3738285] Test: [12/78] Loss 2.3552 +[2025-02-26 23:37:21,212 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.8208 +[2025-02-26 23:37:21,247 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.2238 +[2025-02-26 23:37:21,285 INFO hook.py line 289 3738285] Test: [15/78] Loss 4.0288 +[2025-02-26 23:37:21,330 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.3354 +[2025-02-26 23:37:21,365 INFO hook.py line 289 3738285] Test: [17/78] Loss 3.0950 +[2025-02-26 23:37:21,407 INFO hook.py line 289 3738285] Test: [18/78] Loss 4.4482 +[2025-02-26 23:37:21,454 INFO hook.py line 289 3738285] Test: [19/78] Loss 3.0966 +[2025-02-26 23:37:21,488 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0252 +[2025-02-26 23:37:21,527 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.6762 +[2025-02-26 23:37:21,567 INFO hook.py line 289 3738285] Test: [22/78] Loss 3.6757 +[2025-02-26 23:37:21,599 INFO hook.py line 289 3738285] Test: [23/78] Loss 2.9065 +[2025-02-26 23:37:21,641 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.9776 +[2025-02-26 23:37:21,687 INFO hook.py line 289 3738285] Test: [25/78] Loss 2.2613 +[2025-02-26 23:37:21,725 INFO hook.py line 289 3738285] Test: [26/78] Loss 3.4670 +[2025-02-26 23:37:21,776 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.5666 +[2025-02-26 23:37:21,813 INFO hook.py line 289 3738285] Test: [28/78] Loss 4.6686 +[2025-02-26 23:37:21,842 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.8309 +[2025-02-26 23:37:21,891 INFO hook.py line 289 3738285] Test: [30/78] Loss 3.0359 +[2025-02-26 23:37:21,945 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.4770 +[2025-02-26 23:37:21,980 INFO hook.py line 289 3738285] Test: [32/78] Loss 5.8628 +[2025-02-26 23:37:22,029 INFO hook.py line 289 3738285] Test: [33/78] Loss 3.8474 +[2025-02-26 23:37:22,073 INFO hook.py line 289 3738285] Test: [34/78] Loss 2.8719 +[2025-02-26 23:37:22,115 INFO hook.py line 289 3738285] Test: [35/78] Loss 2.7650 +[2025-02-26 23:37:22,153 INFO hook.py line 289 3738285] Test: [36/78] Loss 2.6781 +[2025-02-26 23:37:22,193 INFO hook.py line 289 3738285] Test: [37/78] Loss 3.0532 +[2025-02-26 23:37:22,221 INFO hook.py line 289 3738285] Test: [38/78] Loss 1.0822 +[2025-02-26 23:37:22,283 INFO hook.py line 289 3738285] Test: [39/78] Loss 5.1950 +[2025-02-26 23:37:22,332 INFO hook.py line 289 3738285] Test: [40/78] Loss 3.1019 +[2025-02-26 23:37:22,381 INFO hook.py line 289 3738285] Test: [41/78] Loss 2.8700 +[2025-02-26 23:37:22,407 INFO hook.py line 289 3738285] Test: [42/78] Loss 5.0922 +[2025-02-26 23:37:22,442 INFO hook.py line 289 3738285] Test: [43/78] Loss 3.9202 +[2025-02-26 23:37:22,497 INFO hook.py line 289 3738285] Test: [44/78] Loss 2.7999 +[2025-02-26 23:37:22,531 INFO hook.py line 289 3738285] Test: [45/78] Loss 2.8182 +[2025-02-26 23:37:22,577 INFO hook.py line 289 3738285] Test: [46/78] Loss 3.8049 +[2025-02-26 23:37:22,614 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2419 +[2025-02-26 23:37:22,647 INFO hook.py line 289 3738285] Test: [48/78] Loss 4.2228 +[2025-02-26 23:37:22,678 INFO hook.py line 289 3738285] Test: [49/78] Loss 4.2797 +[2025-02-26 23:37:22,708 INFO hook.py line 289 3738285] Test: [50/78] Loss 2.3743 +[2025-02-26 23:37:22,741 INFO hook.py line 289 3738285] Test: [51/78] Loss 2.3124 +[2025-02-26 23:37:22,786 INFO hook.py line 289 3738285] Test: [52/78] Loss 2.8580 +[2025-02-26 23:37:22,820 INFO hook.py line 289 3738285] Test: [53/78] Loss 2.6558 +[2025-02-26 23:37:22,861 INFO hook.py line 289 3738285] Test: [54/78] Loss 4.4350 +[2025-02-26 23:37:22,897 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.9948 +[2025-02-26 23:37:22,935 INFO hook.py line 289 3738285] Test: [56/78] Loss 2.7636 +[2025-02-26 23:37:22,968 INFO hook.py line 289 3738285] Test: [57/78] Loss 4.4293 +[2025-02-26 23:37:22,995 INFO hook.py line 289 3738285] Test: [58/78] Loss 3.2482 +[2025-02-26 23:37:23,032 INFO hook.py line 289 3738285] Test: [59/78] Loss 2.3462 +[2025-02-26 23:37:23,066 INFO hook.py line 289 3738285] Test: [60/78] Loss 4.3153 +[2025-02-26 23:37:23,092 INFO hook.py line 289 3738285] Test: [61/78] Loss 6.3345 +[2025-02-26 23:37:23,126 INFO hook.py line 289 3738285] Test: [62/78] Loss 3.3859 +[2025-02-26 23:37:23,161 INFO hook.py line 289 3738285] Test: [63/78] Loss 2.5454 +[2025-02-26 23:37:23,214 INFO hook.py line 289 3738285] Test: [64/78] Loss 4.4351 +[2025-02-26 23:37:23,247 INFO hook.py line 289 3738285] Test: [65/78] Loss 3.9848 +[2025-02-26 23:37:23,286 INFO hook.py line 289 3738285] Test: [66/78] Loss 5.0938 +[2025-02-26 23:37:23,323 INFO hook.py line 289 3738285] Test: [67/78] Loss 3.4820 +[2025-02-26 23:37:23,356 INFO hook.py line 289 3738285] Test: [68/78] Loss 3.4879 +[2025-02-26 23:37:23,385 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.7968 +[2025-02-26 23:37:23,440 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.9370 +[2025-02-26 23:37:23,480 INFO hook.py line 289 3738285] Test: [71/78] Loss 4.8730 +[2025-02-26 23:37:23,529 INFO hook.py line 289 3738285] Test: [72/78] Loss 1.5027 +[2025-02-26 23:37:23,578 INFO hook.py line 289 3738285] Test: [73/78] Loss 3.5531 +[2025-02-26 23:37:23,618 INFO hook.py line 289 3738285] Test: [74/78] Loss 5.1443 +[2025-02-26 23:37:23,666 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.9933 +[2025-02-26 23:37:23,694 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.7929 +[2025-02-26 23:37:23,747 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.6287 +[2025-02-26 23:37:23,773 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0335 +[2025-02-26 23:37:25,447 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:37:25,448 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:37:25,448 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] wall : 0.4746 0.5225 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] floor : 0.8939 0.9757 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] cabinet : 0.2169 0.2420 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] bed : 0.2465 0.4471 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] chair : 0.5129 0.8608 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] sofa : 0.0513 0.0536 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] table : 0.3435 0.8242 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] door : 0.1896 0.4713 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] window : 0.1542 0.7509 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] picture : 0.0000 0.0000 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] counter : 0.0842 0.0991 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] desk : 0.0150 0.0161 +[2025-02-26 23:37:25,448 INFO hook.py line 232 3738285] curtain : 0.0669 0.0932 +[2025-02-26 23:37:25,450 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:37:25,450 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:37:25,451 INFO hook.py line 232 3738285] toilet : 0.1155 0.1601 +[2025-02-26 23:37:25,451 INFO hook.py line 232 3738285] sink : 0.0975 0.1153 +[2025-02-26 23:37:25,451 INFO hook.py line 232 3738285] bathtub : 0.0912 0.0984 +[2025-02-26 23:37:25,451 INFO hook.py line 232 3738285] otherfurniture : 0.0069 0.0072 +[2025-02-26 23:37:25,451 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:37:25,452 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.1780/0.2869/0.6011. +[2025-02-26 23:37:25,453 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:37:25,458 INFO misc.py line 164 3738285] Currently Best mIoU: 0.1856 +[2025-02-26 23:37:25,460 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:37:34,668 INFO misc.py line 135 3738285] Train result: loss: 1.1455 +[2025-02-26 23:37:34,763 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:37:54,646 INFO hook.py line 289 3738285] Test: [1/78] Loss 2.8647 +[2025-02-26 23:37:55,231 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.6664 +[2025-02-26 23:37:55,265 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.8831 +[2025-02-26 23:37:55,316 INFO hook.py line 289 3738285] Test: [4/78] Loss 1.0421 +[2025-02-26 23:37:55,349 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.2944 +[2025-02-26 23:37:55,400 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.7003 +[2025-02-26 23:37:55,448 INFO hook.py line 289 3738285] Test: [7/78] Loss 2.7773 +[2025-02-26 23:37:55,483 INFO hook.py line 289 3738285] Test: [8/78] Loss 1.9751 +[2025-02-26 23:37:55,525 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.6867 +[2025-02-26 23:37:55,573 INFO hook.py line 289 3738285] Test: [10/78] Loss 2.2328 +[2025-02-26 23:37:55,620 INFO hook.py line 289 3738285] Test: [11/78] Loss 2.0583 +[2025-02-26 23:37:55,661 INFO hook.py line 289 3738285] Test: [12/78] Loss 2.0569 +[2025-02-26 23:37:55,707 INFO hook.py line 289 3738285] Test: [13/78] Loss 6.0471 +[2025-02-26 23:37:55,763 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.4431 +[2025-02-26 23:37:55,868 INFO hook.py line 289 3738285] Test: [15/78] Loss 3.7186 +[2025-02-26 23:37:55,914 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.0782 +[2025-02-26 23:37:55,950 INFO hook.py line 289 3738285] Test: [17/78] Loss 2.7813 +[2025-02-26 23:37:55,994 INFO hook.py line 289 3738285] Test: [18/78] Loss 3.0790 +[2025-02-26 23:37:56,041 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.9507 +[2025-02-26 23:37:56,083 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.3075 +[2025-02-26 23:37:56,122 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4452 +[2025-02-26 23:37:56,168 INFO hook.py line 289 3738285] Test: [22/78] Loss 4.2979 +[2025-02-26 23:37:56,196 INFO hook.py line 289 3738285] Test: [23/78] Loss 2.7828 +[2025-02-26 23:37:56,239 INFO hook.py line 289 3738285] Test: [24/78] Loss 2.1125 +[2025-02-26 23:37:56,286 INFO hook.py line 289 3738285] Test: [25/78] Loss 2.2614 +[2025-02-26 23:37:56,337 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.6632 +[2025-02-26 23:37:56,385 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.9601 +[2025-02-26 23:37:56,419 INFO hook.py line 289 3738285] Test: [28/78] Loss 5.1000 +[2025-02-26 23:37:56,460 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.6588 +[2025-02-26 23:37:56,512 INFO hook.py line 289 3738285] Test: [30/78] Loss 3.0871 +[2025-02-26 23:37:56,566 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.8647 +[2025-02-26 23:37:56,607 INFO hook.py line 289 3738285] Test: [32/78] Loss 6.1347 +[2025-02-26 23:37:56,667 INFO hook.py line 289 3738285] Test: [33/78] Loss 2.4907 +[2025-02-26 23:37:56,703 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.6574 +[2025-02-26 23:37:56,747 INFO hook.py line 289 3738285] Test: [35/78] Loss 2.0646 +[2025-02-26 23:37:56,793 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.8475 +[2025-02-26 23:37:56,836 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.8124 +[2025-02-26 23:37:56,871 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.9721 +[2025-02-26 23:37:56,929 INFO hook.py line 289 3738285] Test: [39/78] Loss 3.6480 +[2025-02-26 23:37:56,973 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.8026 +[2025-02-26 23:37:57,013 INFO hook.py line 289 3738285] Test: [41/78] Loss 2.3400 +[2025-02-26 23:37:57,050 INFO hook.py line 289 3738285] Test: [42/78] Loss 4.4121 +[2025-02-26 23:37:57,097 INFO hook.py line 289 3738285] Test: [43/78] Loss 2.8019 +[2025-02-26 23:37:57,151 INFO hook.py line 289 3738285] Test: [44/78] Loss 1.8728 +[2025-02-26 23:37:57,193 INFO hook.py line 289 3738285] Test: [45/78] Loss 2.0921 +[2025-02-26 23:37:57,242 INFO hook.py line 289 3738285] Test: [46/78] Loss 3.3184 +[2025-02-26 23:37:57,279 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0918 +[2025-02-26 23:37:57,311 INFO hook.py line 289 3738285] Test: [48/78] Loss 3.3496 +[2025-02-26 23:37:57,343 INFO hook.py line 289 3738285] Test: [49/78] Loss 4.4370 +[2025-02-26 23:37:57,375 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.5514 +[2025-02-26 23:37:57,403 INFO hook.py line 289 3738285] Test: [51/78] Loss 3.5461 +[2025-02-26 23:37:57,436 INFO hook.py line 289 3738285] Test: [52/78] Loss 2.1012 +[2025-02-26 23:37:57,462 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.7128 +[2025-02-26 23:37:57,495 INFO hook.py line 289 3738285] Test: [54/78] Loss 3.7501 +[2025-02-26 23:37:57,531 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.3178 +[2025-02-26 23:37:57,569 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.8638 +[2025-02-26 23:37:57,601 INFO hook.py line 289 3738285] Test: [57/78] Loss 2.6684 +[2025-02-26 23:37:57,627 INFO hook.py line 289 3738285] Test: [58/78] Loss 1.9792 +[2025-02-26 23:37:57,665 INFO hook.py line 289 3738285] Test: [59/78] Loss 2.2655 +[2025-02-26 23:37:57,697 INFO hook.py line 289 3738285] Test: [60/78] Loss 5.4896 +[2025-02-26 23:37:57,721 INFO hook.py line 289 3738285] Test: [61/78] Loss 7.1427 +[2025-02-26 23:37:57,754 INFO hook.py line 289 3738285] Test: [62/78] Loss 2.2372 +[2025-02-26 23:37:57,790 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.9660 +[2025-02-26 23:37:57,843 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.9092 +[2025-02-26 23:37:57,870 INFO hook.py line 289 3738285] Test: [65/78] Loss 5.2502 +[2025-02-26 23:37:57,910 INFO hook.py line 289 3738285] Test: [66/78] Loss 2.7481 +[2025-02-26 23:37:57,947 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.6984 +[2025-02-26 23:37:57,980 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.6782 +[2025-02-26 23:37:58,015 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.6572 +[2025-02-26 23:37:58,070 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.6553 +[2025-02-26 23:37:58,110 INFO hook.py line 289 3738285] Test: [71/78] Loss 4.2264 +[2025-02-26 23:37:58,160 INFO hook.py line 289 3738285] Test: [72/78] Loss 1.8969 +[2025-02-26 23:37:58,208 INFO hook.py line 289 3738285] Test: [73/78] Loss 4.5556 +[2025-02-26 23:37:58,248 INFO hook.py line 289 3738285] Test: [74/78] Loss 4.1769 +[2025-02-26 23:37:58,296 INFO hook.py line 289 3738285] Test: [75/78] Loss 3.2045 +[2025-02-26 23:37:58,324 INFO hook.py line 289 3738285] Test: [76/78] Loss 5.2510 +[2025-02-26 23:37:58,378 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.0830 +[2025-02-26 23:37:58,404 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.8416 +[2025-02-26 23:37:59,880 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:37:59,880 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:37:59,880 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] wall : 0.6132 0.7560 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] floor : 0.8870 0.9406 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] cabinet : 0.3066 0.4361 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] bed : 0.2810 0.4053 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] chair : 0.5416 0.7698 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] sofa : 0.3038 0.4276 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] table : 0.3025 0.8257 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] door : 0.2298 0.6193 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] window : 0.1568 0.1864 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] picture : 0.1258 0.1705 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] counter : 0.3230 0.4909 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] desk : 0.1212 0.1997 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] curtain : 0.1017 0.1154 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] toilet : 0.0966 0.1738 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] sink : 0.1399 0.1440 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] bathtub : 0.0637 0.0655 +[2025-02-26 23:37:59,881 INFO hook.py line 232 3738285] otherfurniture : 0.0306 0.0326 +[2025-02-26 23:37:59,881 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:37:59,881 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.2312/0.3380/0.6656. +[2025-02-26 23:37:59,882 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:37:59,884 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.2312 +[2025-02-26 23:37:59,884 INFO misc.py line 164 3738285] Currently Best mIoU: 0.2312 +[2025-02-26 23:37:59,884 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:38:09,448 INFO misc.py line 135 3738285] Train result: loss: 1.1043 +[2025-02-26 23:38:09,505 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:38:28,002 INFO hook.py line 289 3738285] Test: [1/78] Loss 3.1361 +[2025-02-26 23:38:29,015 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.8039 +[2025-02-26 23:38:29,059 INFO hook.py line 289 3738285] Test: [3/78] Loss 2.6090 +[2025-02-26 23:38:29,219 INFO hook.py line 289 3738285] Test: [4/78] Loss 1.4617 +[2025-02-26 23:38:29,271 INFO hook.py line 289 3738285] Test: [5/78] Loss 2.0978 +[2025-02-26 23:38:29,324 INFO hook.py line 289 3738285] Test: [6/78] Loss 3.9365 +[2025-02-26 23:38:29,378 INFO hook.py line 289 3738285] Test: [7/78] Loss 2.7687 +[2025-02-26 23:38:29,413 INFO hook.py line 289 3738285] Test: [8/78] Loss 1.4067 +[2025-02-26 23:38:29,455 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.5152 +[2025-02-26 23:38:29,497 INFO hook.py line 289 3738285] Test: [10/78] Loss 2.3716 +[2025-02-26 23:38:29,554 INFO hook.py line 289 3738285] Test: [11/78] Loss 2.1438 +[2025-02-26 23:38:29,657 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2586 +[2025-02-26 23:38:29,713 INFO hook.py line 289 3738285] Test: [13/78] Loss 5.1109 +[2025-02-26 23:38:29,750 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.2290 +[2025-02-26 23:38:29,793 INFO hook.py line 289 3738285] Test: [15/78] Loss 4.3534 +[2025-02-26 23:38:29,846 INFO hook.py line 289 3738285] Test: [16/78] Loss 3.7660 +[2025-02-26 23:38:29,884 INFO hook.py line 289 3738285] Test: [17/78] Loss 2.5640 +[2025-02-26 23:38:29,918 INFO hook.py line 289 3738285] Test: [18/78] Loss 4.0298 +[2025-02-26 23:38:29,958 INFO hook.py line 289 3738285] Test: [19/78] Loss 2.8805 +[2025-02-26 23:38:30,003 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.7127 +[2025-02-26 23:38:30,037 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4703 +[2025-02-26 23:38:30,077 INFO hook.py line 289 3738285] Test: [22/78] Loss 4.1212 +[2025-02-26 23:38:30,108 INFO hook.py line 289 3738285] Test: [23/78] Loss 2.3544 +[2025-02-26 23:38:30,150 INFO hook.py line 289 3738285] Test: [24/78] Loss 2.4843 +[2025-02-26 23:38:30,200 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.9392 +[2025-02-26 23:38:30,242 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.6723 +[2025-02-26 23:38:30,291 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.4977 +[2025-02-26 23:38:30,325 INFO hook.py line 289 3738285] Test: [28/78] Loss 4.2543 +[2025-02-26 23:38:30,353 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.4714 +[2025-02-26 23:38:30,403 INFO hook.py line 289 3738285] Test: [30/78] Loss 2.3894 +[2025-02-26 23:38:30,457 INFO hook.py line 289 3738285] Test: [31/78] Loss 2.0167 +[2025-02-26 23:38:30,494 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.5878 +[2025-02-26 23:38:30,544 INFO hook.py line 289 3738285] Test: [33/78] Loss 3.4524 +[2025-02-26 23:38:30,598 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.8543 +[2025-02-26 23:38:30,640 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.9934 +[2025-02-26 23:38:30,689 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.9164 +[2025-02-26 23:38:30,728 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.7342 +[2025-02-26 23:38:30,756 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.6521 +[2025-02-26 23:38:30,816 INFO hook.py line 289 3738285] Test: [39/78] Loss 3.8054 +[2025-02-26 23:38:30,865 INFO hook.py line 289 3738285] Test: [40/78] Loss 3.7062 +[2025-02-26 23:38:30,913 INFO hook.py line 289 3738285] Test: [41/78] Loss 2.1753 +[2025-02-26 23:38:30,948 INFO hook.py line 289 3738285] Test: [42/78] Loss 2.6507 +[2025-02-26 23:38:30,985 INFO hook.py line 289 3738285] Test: [43/78] Loss 2.7141 +[2025-02-26 23:38:31,036 INFO hook.py line 289 3738285] Test: [44/78] Loss 3.1051 +[2025-02-26 23:38:31,069 INFO hook.py line 289 3738285] Test: [45/78] Loss 2.7768 +[2025-02-26 23:38:31,126 INFO hook.py line 289 3738285] Test: [46/78] Loss 2.0408 +[2025-02-26 23:38:31,162 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.8926 +[2025-02-26 23:38:31,194 INFO hook.py line 289 3738285] Test: [48/78] Loss 3.3500 +[2025-02-26 23:38:31,225 INFO hook.py line 289 3738285] Test: [49/78] Loss 4.8468 +[2025-02-26 23:38:31,256 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.9768 +[2025-02-26 23:38:31,287 INFO hook.py line 289 3738285] Test: [51/78] Loss 4.2429 +[2025-02-26 23:38:31,331 INFO hook.py line 289 3738285] Test: [52/78] Loss 2.0832 +[2025-02-26 23:38:31,365 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.7745 +[2025-02-26 23:38:31,399 INFO hook.py line 289 3738285] Test: [54/78] Loss 3.2097 +[2025-02-26 23:38:31,433 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.2277 +[2025-02-26 23:38:31,470 INFO hook.py line 289 3738285] Test: [56/78] Loss 3.0670 +[2025-02-26 23:38:31,500 INFO hook.py line 289 3738285] Test: [57/78] Loss 2.1606 +[2025-02-26 23:38:31,525 INFO hook.py line 289 3738285] Test: [58/78] Loss 1.3645 +[2025-02-26 23:38:31,561 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.8921 +[2025-02-26 23:38:31,593 INFO hook.py line 289 3738285] Test: [60/78] Loss 2.7715 +[2025-02-26 23:38:31,616 INFO hook.py line 289 3738285] Test: [61/78] Loss 5.6447 +[2025-02-26 23:38:31,647 INFO hook.py line 289 3738285] Test: [62/78] Loss 2.1329 +[2025-02-26 23:38:31,680 INFO hook.py line 289 3738285] Test: [63/78] Loss 2.1916 +[2025-02-26 23:38:31,733 INFO hook.py line 289 3738285] Test: [64/78] Loss 3.5176 +[2025-02-26 23:38:31,760 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.6721 +[2025-02-26 23:38:31,798 INFO hook.py line 289 3738285] Test: [66/78] Loss 2.6004 +[2025-02-26 23:38:31,833 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.0501 +[2025-02-26 23:38:31,864 INFO hook.py line 289 3738285] Test: [68/78] Loss 2.2122 +[2025-02-26 23:38:31,893 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.5171 +[2025-02-26 23:38:31,947 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.8924 +[2025-02-26 23:38:31,987 INFO hook.py line 289 3738285] Test: [71/78] Loss 4.1806 +[2025-02-26 23:38:32,036 INFO hook.py line 289 3738285] Test: [72/78] Loss 1.1863 +[2025-02-26 23:38:32,083 INFO hook.py line 289 3738285] Test: [73/78] Loss 3.4327 +[2025-02-26 23:38:32,122 INFO hook.py line 289 3738285] Test: [74/78] Loss 3.7312 +[2025-02-26 23:38:32,170 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.2285 +[2025-02-26 23:38:32,196 INFO hook.py line 289 3738285] Test: [76/78] Loss 2.4719 +[2025-02-26 23:38:32,249 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.4095 +[2025-02-26 23:38:32,275 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2172 +[2025-02-26 23:38:33,679 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:38:33,679 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:38:33,679 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:38:33,679 INFO hook.py line 232 3738285] wall : 0.6381 0.7627 +[2025-02-26 23:38:33,679 INFO hook.py line 232 3738285] floor : 0.9253 0.9786 +[2025-02-26 23:38:33,679 INFO hook.py line 232 3738285] cabinet : 0.2720 0.5268 +[2025-02-26 23:38:33,679 INFO hook.py line 232 3738285] bed : 0.4352 0.5800 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] chair : 0.5951 0.6919 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] sofa : 0.3680 0.5769 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] table : 0.3608 0.8175 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] door : 0.2416 0.5325 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] window : 0.1680 0.1804 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] picture : 0.1250 0.1584 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] counter : 0.1938 0.2337 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] desk : 0.0617 0.0879 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] curtain : 0.0381 0.0388 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] refridgerator : 0.0000 0.0000 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] toilet : 0.1180 0.9531 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] sink : 0.1604 0.2284 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] bathtub : 0.4022 0.5191 +[2025-02-26 23:38:33,680 INFO hook.py line 232 3738285] otherfurniture : 0.1192 0.1959 +[2025-02-26 23:38:33,680 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:38:33,680 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.2611/0.4031/0.6848. +[2025-02-26 23:38:33,681 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:38:33,683 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.2611 +[2025-02-26 23:38:33,683 INFO misc.py line 164 3738285] Currently Best mIoU: 0.2611 +[2025-02-26 23:38:33,683 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:38:42,331 INFO misc.py line 135 3738285] Train result: loss: 1.1018 +[2025-02-26 23:38:42,400 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:38:55,987 INFO hook.py line 289 3738285] Test: [1/78] Loss 4.4074 +[2025-02-26 23:38:56,076 INFO hook.py line 289 3738285] Test: [2/78] Loss 2.3293 +[2025-02-26 23:38:57,208 INFO hook.py line 289 3738285] Test: [3/78] Loss 2.1461 +[2025-02-26 23:38:57,273 INFO hook.py line 289 3738285] Test: [4/78] Loss 1.4389 +[2025-02-26 23:38:57,363 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.9979 +[2025-02-26 23:38:57,609 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.4459 +[2025-02-26 23:38:57,663 INFO hook.py line 289 3738285] Test: [7/78] Loss 2.9902 +[2025-02-26 23:38:57,699 INFO hook.py line 289 3738285] Test: [8/78] Loss 1.5353 +[2025-02-26 23:38:57,750 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3954 +[2025-02-26 23:38:57,793 INFO hook.py line 289 3738285] Test: [10/78] Loss 3.7492 +[2025-02-26 23:38:57,845 INFO hook.py line 289 3738285] Test: [11/78] Loss 2.2698 +[2025-02-26 23:38:57,885 INFO hook.py line 289 3738285] Test: [12/78] Loss 2.0654 +[2025-02-26 23:38:57,939 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.2945 +[2025-02-26 23:38:57,986 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.9823 +[2025-02-26 23:38:58,459 INFO hook.py line 289 3738285] Test: [15/78] Loss 3.7792 +[2025-02-26 23:38:58,511 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.2792 +[2025-02-26 23:38:58,555 INFO hook.py line 289 3738285] Test: [17/78] Loss 2.3139 +[2025-02-26 23:38:58,594 INFO hook.py line 289 3738285] Test: [18/78] Loss 3.3793 +[2025-02-26 23:38:58,643 INFO hook.py line 289 3738285] Test: [19/78] Loss 2.2779 +[2025-02-26 23:38:58,684 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.3128 +[2025-02-26 23:38:58,726 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.5722 +[2025-02-26 23:38:58,769 INFO hook.py line 289 3738285] Test: [22/78] Loss 3.2301 +[2025-02-26 23:38:58,807 INFO hook.py line 289 3738285] Test: [23/78] Loss 2.0884 +[2025-02-26 23:38:58,858 INFO hook.py line 289 3738285] Test: [24/78] Loss 2.0100 +[2025-02-26 23:38:58,904 INFO hook.py line 289 3738285] Test: [25/78] Loss 3.1178 +[2025-02-26 23:38:58,954 INFO hook.py line 289 3738285] Test: [26/78] Loss 2.6450 +[2025-02-26 23:38:59,011 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.4314 +[2025-02-26 23:38:59,057 INFO hook.py line 289 3738285] Test: [28/78] Loss 6.6773 +[2025-02-26 23:38:59,094 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.7942 +[2025-02-26 23:38:59,153 INFO hook.py line 289 3738285] Test: [30/78] Loss 3.3607 +[2025-02-26 23:38:59,211 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.3711 +[2025-02-26 23:38:59,254 INFO hook.py line 289 3738285] Test: [32/78] Loss 5.7530 +[2025-02-26 23:38:59,311 INFO hook.py line 289 3738285] Test: [33/78] Loss 2.8546 +[2025-02-26 23:38:59,358 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.8700 +[2025-02-26 23:38:59,400 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.7539 +[2025-02-26 23:38:59,444 INFO hook.py line 289 3738285] Test: [36/78] Loss 2.7489 +[2025-02-26 23:38:59,487 INFO hook.py line 289 3738285] Test: [37/78] Loss 3.8013 +[2025-02-26 23:38:59,524 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.7284 +[2025-02-26 23:38:59,590 INFO hook.py line 289 3738285] Test: [39/78] Loss 4.1626 +[2025-02-26 23:38:59,642 INFO hook.py line 289 3738285] Test: [40/78] Loss 3.3034 +[2025-02-26 23:38:59,692 INFO hook.py line 289 3738285] Test: [41/78] Loss 2.4616 +[2025-02-26 23:38:59,727 INFO hook.py line 289 3738285] Test: [42/78] Loss 3.0235 +[2025-02-26 23:38:59,770 INFO hook.py line 289 3738285] Test: [43/78] Loss 4.3812 +[2025-02-26 23:38:59,829 INFO hook.py line 289 3738285] Test: [44/78] Loss 2.0195 +[2025-02-26 23:38:59,874 INFO hook.py line 289 3738285] Test: [45/78] Loss 3.6293 +[2025-02-26 23:38:59,928 INFO hook.py line 289 3738285] Test: [46/78] Loss 3.5704 +[2025-02-26 23:38:59,973 INFO hook.py line 289 3738285] Test: [47/78] Loss 3.7656 +[2025-02-26 23:39:00,013 INFO hook.py line 289 3738285] Test: [48/78] Loss 3.6881 +[2025-02-26 23:39:00,054 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.8605 +[2025-02-26 23:39:00,092 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.9094 +[2025-02-26 23:39:00,129 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.8663 +[2025-02-26 23:39:00,169 INFO hook.py line 289 3738285] Test: [52/78] Loss 2.0918 +[2025-02-26 23:39:00,204 INFO hook.py line 289 3738285] Test: [53/78] Loss 2.1659 +[2025-02-26 23:39:00,247 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.7451 +[2025-02-26 23:39:00,289 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.7273 +[2025-02-26 23:39:00,334 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.0564 +[2025-02-26 23:39:00,374 INFO hook.py line 289 3738285] Test: [57/78] Loss 3.4748 +[2025-02-26 23:39:00,410 INFO hook.py line 289 3738285] Test: [58/78] Loss 3.6359 +[2025-02-26 23:39:00,454 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.5422 +[2025-02-26 23:39:00,495 INFO hook.py line 289 3738285] Test: [60/78] Loss 3.1365 +[2025-02-26 23:39:00,528 INFO hook.py line 289 3738285] Test: [61/78] Loss 6.8833 +[2025-02-26 23:39:00,570 INFO hook.py line 289 3738285] Test: [62/78] Loss 3.1595 +[2025-02-26 23:39:00,613 INFO hook.py line 289 3738285] Test: [63/78] Loss 2.8970 +[2025-02-26 23:39:00,672 INFO hook.py line 289 3738285] Test: [64/78] Loss 3.9045 +[2025-02-26 23:39:00,709 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.4484 +[2025-02-26 23:39:00,758 INFO hook.py line 289 3738285] Test: [66/78] Loss 3.1955 +[2025-02-26 23:39:00,801 INFO hook.py line 289 3738285] Test: [67/78] Loss 3.4002 +[2025-02-26 23:39:00,843 INFO hook.py line 289 3738285] Test: [68/78] Loss 2.0628 +[2025-02-26 23:39:00,880 INFO hook.py line 289 3738285] Test: [69/78] Loss 1.2329 +[2025-02-26 23:39:00,944 INFO hook.py line 289 3738285] Test: [70/78] Loss 2.0211 +[2025-02-26 23:39:00,991 INFO hook.py line 289 3738285] Test: [71/78] Loss 4.9693 +[2025-02-26 23:39:01,048 INFO hook.py line 289 3738285] Test: [72/78] Loss 2.6036 +[2025-02-26 23:39:01,105 INFO hook.py line 289 3738285] Test: [73/78] Loss 4.6828 +[2025-02-26 23:39:01,153 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.9681 +[2025-02-26 23:39:01,209 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.8892 +[2025-02-26 23:39:01,246 INFO hook.py line 289 3738285] Test: [76/78] Loss 2.8366 +[2025-02-26 23:39:01,307 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.1504 +[2025-02-26 23:39:01,341 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1203 +[2025-02-26 23:39:02,900 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:39:02,900 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:39:02,900 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:39:02,900 INFO hook.py line 232 3738285] wall : 0.6014 0.6660 +[2025-02-26 23:39:02,900 INFO hook.py line 232 3738285] floor : 0.8643 0.8961 +[2025-02-26 23:39:02,900 INFO hook.py line 232 3738285] cabinet : 0.2495 0.3510 +[2025-02-26 23:39:02,900 INFO hook.py line 232 3738285] bed : 0.1347 0.6843 +[2025-02-26 23:39:02,900 INFO hook.py line 232 3738285] chair : 0.5128 0.8039 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] sofa : 0.2281 0.2578 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] table : 0.2700 0.8209 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] door : 0.2902 0.5317 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] window : 0.2229 0.3100 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] bookshelf : 0.0000 0.0000 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] picture : 0.1743 0.2836 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] counter : 0.0847 0.0910 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] desk : 0.0131 0.0177 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] curtain : 0.2455 0.3008 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] refridgerator : 0.0004 0.0005 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] toilet : 0.1082 0.1234 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] sink : 0.0662 0.0735 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] bathtub : 0.2187 0.2202 +[2025-02-26 23:39:02,901 INFO hook.py line 232 3738285] otherfurniture : 0.0686 0.0820 +[2025-02-26 23:39:02,901 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:39:02,901 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.2177/0.3257/0.6293. +[2025-02-26 23:39:02,902 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:39:02,906 INFO misc.py line 164 3738285] Currently Best mIoU: 0.2611 +[2025-02-26 23:39:02,906 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:39:11,986 INFO misc.py line 135 3738285] Train result: loss: 0.9770 +[2025-02-26 23:39:12,053 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:39:36,293 INFO hook.py line 289 3738285] Test: [1/78] Loss 2.0787 +[2025-02-26 23:39:36,338 INFO hook.py line 289 3738285] Test: [2/78] Loss 2.1404 +[2025-02-26 23:39:36,386 INFO hook.py line 289 3738285] Test: [3/78] Loss 2.0984 +[2025-02-26 23:39:36,440 INFO hook.py line 289 3738285] Test: [4/78] Loss 1.4563 +[2025-02-26 23:39:36,485 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.2336 +[2025-02-26 23:39:36,539 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.1343 +[2025-02-26 23:39:36,589 INFO hook.py line 289 3738285] Test: [7/78] Loss 1.6264 +[2025-02-26 23:39:36,630 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.7539 +[2025-02-26 23:39:36,675 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.6728 +[2025-02-26 23:39:43,944 INFO hook.py line 289 3738285] Test: [10/78] Loss 3.2201 +[2025-02-26 23:39:44,603 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.8917 +[2025-02-26 23:39:44,652 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.3112 +[2025-02-26 23:39:45,044 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.4650 +[2025-02-26 23:39:45,095 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0393 +[2025-02-26 23:39:45,305 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.7730 +[2025-02-26 23:39:45,347 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.2863 +[2025-02-26 23:39:45,383 INFO hook.py line 289 3738285] Test: [17/78] Loss 2.1036 +[2025-02-26 23:39:45,419 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.7026 +[2025-02-26 23:39:45,467 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.7987 +[2025-02-26 23:39:45,503 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.1402 +[2025-02-26 23:39:45,544 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.6647 +[2025-02-26 23:39:45,586 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.7345 +[2025-02-26 23:39:45,620 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.8445 +[2025-02-26 23:39:45,662 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.8133 +[2025-02-26 23:39:45,700 INFO hook.py line 289 3738285] Test: [25/78] Loss 2.5657 +[2025-02-26 23:39:45,740 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.5606 +[2025-02-26 23:39:45,794 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0338 +[2025-02-26 23:39:45,828 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.8482 +[2025-02-26 23:39:45,854 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.5660 +[2025-02-26 23:39:45,907 INFO hook.py line 289 3738285] Test: [30/78] Loss 2.0363 +[2025-02-26 23:39:45,961 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.0507 +[2025-02-26 23:39:46,006 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.8361 +[2025-02-26 23:39:46,054 INFO hook.py line 289 3738285] Test: [33/78] Loss 2.1037 +[2025-02-26 23:39:46,091 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.4509 +[2025-02-26 23:39:46,126 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.3869 +[2025-02-26 23:39:46,169 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.7396 +[2025-02-26 23:39:46,212 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.2398 +[2025-02-26 23:39:46,242 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.7565 +[2025-02-26 23:39:46,300 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5849 +[2025-02-26 23:39:46,345 INFO hook.py line 289 3738285] Test: [40/78] Loss 3.0343 +[2025-02-26 23:39:46,389 INFO hook.py line 289 3738285] Test: [41/78] Loss 2.4070 +[2025-02-26 23:39:46,424 INFO hook.py line 289 3738285] Test: [42/78] Loss 1.7339 +[2025-02-26 23:39:46,466 INFO hook.py line 289 3738285] Test: [43/78] Loss 2.2953 +[2025-02-26 23:39:46,517 INFO hook.py line 289 3738285] Test: [44/78] Loss 1.0903 +[2025-02-26 23:39:46,557 INFO hook.py line 289 3738285] Test: [45/78] Loss 2.2214 +[2025-02-26 23:39:46,604 INFO hook.py line 289 3738285] Test: [46/78] Loss 2.0048 +[2025-02-26 23:39:46,640 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.9680 +[2025-02-26 23:39:46,671 INFO hook.py line 289 3738285] Test: [48/78] Loss 2.4222 +[2025-02-26 23:39:46,702 INFO hook.py line 289 3738285] Test: [49/78] Loss 4.0061 +[2025-02-26 23:39:46,732 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.8152 +[2025-02-26 23:39:46,759 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.5153 +[2025-02-26 23:39:46,792 INFO hook.py line 289 3738285] Test: [52/78] Loss 2.0918 +[2025-02-26 23:39:46,818 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.6616 +[2025-02-26 23:39:46,850 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.8680 +[2025-02-26 23:39:46,886 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.3330 +[2025-02-26 23:39:46,923 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.5713 +[2025-02-26 23:39:46,954 INFO hook.py line 289 3738285] Test: [57/78] Loss 2.0408 +[2025-02-26 23:39:46,980 INFO hook.py line 289 3738285] Test: [58/78] Loss 2.4591 +[2025-02-26 23:39:47,017 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.5117 +[2025-02-26 23:39:47,049 INFO hook.py line 289 3738285] Test: [60/78] Loss 2.6583 +[2025-02-26 23:39:47,072 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.9406 +[2025-02-26 23:39:47,104 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.7964 +[2025-02-26 23:39:47,139 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.5188 +[2025-02-26 23:39:47,191 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.5563 +[2025-02-26 23:39:47,218 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.8242 +[2025-02-26 23:39:47,257 INFO hook.py line 289 3738285] Test: [66/78] Loss 2.2525 +[2025-02-26 23:39:47,295 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.8165 +[2025-02-26 23:39:47,326 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.9124 +[2025-02-26 23:39:47,355 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.6052 +[2025-02-26 23:39:47,410 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.8518 +[2025-02-26 23:39:47,450 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.7427 +[2025-02-26 23:39:47,499 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.8402 +[2025-02-26 23:39:47,546 INFO hook.py line 289 3738285] Test: [73/78] Loss 2.6417 +[2025-02-26 23:39:47,586 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.8069 +[2025-02-26 23:39:47,635 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.5410 +[2025-02-26 23:39:47,663 INFO hook.py line 289 3738285] Test: [76/78] Loss 2.1846 +[2025-02-26 23:39:47,716 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.6068 +[2025-02-26 23:39:47,742 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.4589 +[2025-02-26 23:39:49,105 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:39:49,106 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:39:49,106 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] wall : 0.6174 0.6994 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] floor : 0.9437 0.9795 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] cabinet : 0.1472 0.1567 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] bed : 0.1499 0.9300 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] chair : 0.6738 0.8120 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] sofa : 0.4407 0.7293 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] table : 0.5014 0.7548 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] door : 0.2885 0.4936 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] window : 0.2771 0.3219 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] bookshelf : 0.0014 0.0014 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] picture : 0.2305 0.4460 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] counter : 0.1350 0.1469 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] desk : 0.1627 0.2820 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] curtain : 0.2843 0.4300 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] refridgerator : 0.0538 0.0859 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] toilet : 0.5076 0.7279 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] sink : 0.1590 0.1642 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] bathtub : 0.5611 0.8364 +[2025-02-26 23:39:49,106 INFO hook.py line 232 3738285] otherfurniture : 0.0971 0.1130 +[2025-02-26 23:39:49,106 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:39:49,107 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.3116/0.4555/0.6824. +[2025-02-26 23:39:49,107 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:39:49,111 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.3116 +[2025-02-26 23:39:49,111 INFO misc.py line 164 3738285] Currently Best mIoU: 0.3116 +[2025-02-26 23:39:49,111 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:40:00,118 INFO misc.py line 135 3738285] Train result: loss: 0.9794 +[2025-02-26 23:40:00,180 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:40:18,579 INFO hook.py line 289 3738285] Test: [1/78] Loss 2.1846 +[2025-02-26 23:40:19,956 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.0114 +[2025-02-26 23:40:19,988 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.8474 +[2025-02-26 23:40:20,043 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.9244 +[2025-02-26 23:40:20,078 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.9755 +[2025-02-26 23:40:20,139 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.6883 +[2025-02-26 23:40:20,188 INFO hook.py line 289 3738285] Test: [7/78] Loss 1.2247 +[2025-02-26 23:40:20,223 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5366 +[2025-02-26 23:40:20,271 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.5134 +[2025-02-26 23:40:20,313 INFO hook.py line 289 3738285] Test: [10/78] Loss 2.4406 +[2025-02-26 23:40:20,358 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.9417 +[2025-02-26 23:40:20,394 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8600 +[2025-02-26 23:40:20,439 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.2237 +[2025-02-26 23:40:20,477 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.6716 +[2025-02-26 23:40:20,518 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5219 +[2025-02-26 23:40:20,632 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.3998 +[2025-02-26 23:40:20,667 INFO hook.py line 289 3738285] Test: [17/78] Loss 2.1287 +[2025-02-26 23:40:20,712 INFO hook.py line 289 3738285] Test: [18/78] Loss 2.4955 +[2025-02-26 23:40:20,754 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1613 +[2025-02-26 23:40:20,800 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0431 +[2025-02-26 23:40:20,835 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.5563 +[2025-02-26 23:40:20,883 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.5729 +[2025-02-26 23:40:20,925 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.7525 +[2025-02-26 23:40:20,967 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.4837 +[2025-02-26 23:40:21,007 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.4875 +[2025-02-26 23:40:21,055 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.5380 +[2025-02-26 23:40:21,104 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.4586 +[2025-02-26 23:40:21,140 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.8518 +[2025-02-26 23:40:21,177 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.5081 +[2025-02-26 23:40:21,229 INFO hook.py line 289 3738285] Test: [30/78] Loss 2.1473 +[2025-02-26 23:40:21,284 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.9212 +[2025-02-26 23:40:21,322 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.0551 +[2025-02-26 23:40:21,380 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.4619 +[2025-02-26 23:40:21,424 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.3011 +[2025-02-26 23:40:21,460 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.6177 +[2025-02-26 23:40:21,506 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.4231 +[2025-02-26 23:40:21,547 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.2244 +[2025-02-26 23:40:21,583 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3910 +[2025-02-26 23:40:21,643 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7775 +[2025-02-26 23:40:21,686 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.2760 +[2025-02-26 23:40:21,739 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.6920 +[2025-02-26 23:40:21,781 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.5121 +[2025-02-26 23:40:21,823 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.8859 +[2025-02-26 23:40:21,875 INFO hook.py line 289 3738285] Test: [44/78] Loss 1.0705 +[2025-02-26 23:40:21,909 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.6782 +[2025-02-26 23:40:21,963 INFO hook.py line 289 3738285] Test: [46/78] Loss 1.4635 +[2025-02-26 23:40:22,004 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.8343 +[2025-02-26 23:40:22,042 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.9806 +[2025-02-26 23:40:22,073 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.2681 +[2025-02-26 23:40:22,103 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.7877 +[2025-02-26 23:40:22,131 INFO hook.py line 289 3738285] Test: [51/78] Loss 2.3265 +[2025-02-26 23:40:22,164 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.7182 +[2025-02-26 23:40:22,190 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1224 +[2025-02-26 23:40:22,224 INFO hook.py line 289 3738285] Test: [54/78] Loss 3.1033 +[2025-02-26 23:40:22,260 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0628 +[2025-02-26 23:40:22,298 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.2001 +[2025-02-26 23:40:22,330 INFO hook.py line 289 3738285] Test: [57/78] Loss 1.2225 +[2025-02-26 23:40:22,356 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.9351 +[2025-02-26 23:40:22,394 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2962 +[2025-02-26 23:40:22,426 INFO hook.py line 289 3738285] Test: [60/78] Loss 2.4617 +[2025-02-26 23:40:22,452 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3471 +[2025-02-26 23:40:22,488 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.5460 +[2025-02-26 23:40:22,523 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.3861 +[2025-02-26 23:40:22,576 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9237 +[2025-02-26 23:40:22,603 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.4408 +[2025-02-26 23:40:22,642 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.2831 +[2025-02-26 23:40:22,679 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.9618 +[2025-02-26 23:40:22,713 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.6704 +[2025-02-26 23:40:22,743 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.4360 +[2025-02-26 23:40:22,798 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3227 +[2025-02-26 23:40:22,838 INFO hook.py line 289 3738285] Test: [71/78] Loss 3.2325 +[2025-02-26 23:40:22,887 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6710 +[2025-02-26 23:40:22,936 INFO hook.py line 289 3738285] Test: [73/78] Loss 2.5882 +[2025-02-26 23:40:22,975 INFO hook.py line 289 3738285] Test: [74/78] Loss 3.3554 +[2025-02-26 23:40:23,024 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.9306 +[2025-02-26 23:40:23,052 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.6554 +[2025-02-26 23:40:23,106 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.9576 +[2025-02-26 23:40:23,132 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2199 +[2025-02-26 23:40:24,860 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:40:24,860 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:40:24,861 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] wall : 0.7004 0.8689 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] floor : 0.9227 0.9540 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] cabinet : 0.2948 0.3697 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] bed : 0.3551 0.5664 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] chair : 0.6058 0.8813 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] sofa : 0.5217 0.7732 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] table : 0.4314 0.7208 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] door : 0.3009 0.5536 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] window : 0.3000 0.3850 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] bookshelf : 0.0008 0.0008 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] picture : 0.2185 0.3892 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] counter : 0.2555 0.3234 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] desk : 0.2320 0.3878 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] curtain : 0.1870 0.1947 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] refridgerator : 0.0637 0.1356 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] toilet : 0.4698 0.5153 +[2025-02-26 23:40:24,861 INFO hook.py line 232 3738285] sink : 0.2463 0.2668 +[2025-02-26 23:40:24,862 INFO hook.py line 232 3738285] bathtub : 0.5932 0.6535 +[2025-02-26 23:40:24,862 INFO hook.py line 232 3738285] otherfurniture : 0.1380 0.1659 +[2025-02-26 23:40:24,862 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:40:24,862 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.3419/0.4553/0.7358. +[2025-02-26 23:40:24,862 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:40:24,874 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.3419 +[2025-02-26 23:40:24,875 INFO misc.py line 164 3738285] Currently Best mIoU: 0.3419 +[2025-02-26 23:40:24,875 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:40:34,736 INFO misc.py line 135 3738285] Train result: loss: 0.9292 +[2025-02-26 23:40:34,809 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:40:55,108 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.8563 +[2025-02-26 23:40:55,160 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.1871 +[2025-02-26 23:40:55,201 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.3837 +[2025-02-26 23:40:55,262 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.9692 +[2025-02-26 23:40:55,311 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.0646 +[2025-02-26 23:40:55,376 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.0489 +[2025-02-26 23:40:55,422 INFO hook.py line 289 3738285] Test: [7/78] Loss 1.5069 +[2025-02-26 23:40:55,459 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.6774 +[2025-02-26 23:40:55,509 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4466 +[2025-02-26 23:40:55,549 INFO hook.py line 289 3738285] Test: [10/78] Loss 2.3152 +[2025-02-26 23:40:55,593 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1901 +[2025-02-26 23:40:55,632 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.4944 +[2025-02-26 23:40:55,689 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.8959 +[2025-02-26 23:40:55,735 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0774 +[2025-02-26 23:40:55,780 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5003 +[2025-02-26 23:40:55,823 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.3144 +[2025-02-26 23:40:55,859 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6510 +[2025-02-26 23:40:55,892 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.6695 +[2025-02-26 23:40:55,933 INFO hook.py line 289 3738285] Test: [19/78] Loss 2.1644 +[2025-02-26 23:40:55,966 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8890 +[2025-02-26 23:40:55,999 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3931 +[2025-02-26 23:40:56,039 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3051 +[2025-02-26 23:40:56,076 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.5590 +[2025-02-26 23:40:56,120 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.4628 +[2025-02-26 23:40:56,158 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.4035 +[2025-02-26 23:40:56,201 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.3792 +[2025-02-26 23:40:56,250 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.1358 +[2025-02-26 23:40:56,291 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.2882 +[2025-02-26 23:40:56,333 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3769 +[2025-02-26 23:40:56,389 INFO hook.py line 289 3738285] Test: [30/78] Loss 2.3306 +[2025-02-26 23:40:56,443 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.1899 +[2025-02-26 23:40:56,482 INFO hook.py line 289 3738285] Test: [32/78] Loss 2.9118 +[2025-02-26 23:40:56,531 INFO hook.py line 289 3738285] Test: [33/78] Loss 2.7044 +[2025-02-26 23:40:56,567 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.4104 +[2025-02-26 23:40:56,603 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.8712 +[2025-02-26 23:40:56,642 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.7803 +[2025-02-26 23:40:56,678 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.3788 +[2025-02-26 23:40:56,719 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.5876 +[2025-02-26 23:40:56,778 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7825 +[2025-02-26 23:40:56,825 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4326 +[2025-02-26 23:40:56,866 INFO hook.py line 289 3738285] Test: [41/78] Loss 2.3232 +[2025-02-26 23:40:56,892 INFO hook.py line 289 3738285] Test: [42/78] Loss 1.7902 +[2025-02-26 23:40:56,927 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.6003 +[2025-02-26 23:40:56,982 INFO hook.py line 289 3738285] Test: [44/78] Loss 1.2110 +[2025-02-26 23:40:57,020 INFO hook.py line 289 3738285] Test: [45/78] Loss 2.1000 +[2025-02-26 23:40:57,064 INFO hook.py line 289 3738285] Test: [46/78] Loss 1.5619 +[2025-02-26 23:40:57,100 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2027 +[2025-02-26 23:40:57,131 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.9606 +[2025-02-26 23:40:57,162 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.0946 +[2025-02-26 23:40:57,194 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2841 +[2025-02-26 23:40:57,225 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.7933 +[2025-02-26 23:40:57,259 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.6227 +[2025-02-26 23:40:57,293 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.7353 +[2025-02-26 23:40:57,328 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.2516 +[2025-02-26 23:40:57,364 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1933 +[2025-02-26 23:40:57,402 INFO hook.py line 289 3738285] Test: [56/78] Loss 2.2895 +[2025-02-26 23:40:57,433 INFO hook.py line 289 3738285] Test: [57/78] Loss 2.0355 +[2025-02-26 23:40:57,460 INFO hook.py line 289 3738285] Test: [58/78] Loss 1.3372 +[2025-02-26 23:40:57,495 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3064 +[2025-02-26 23:40:57,527 INFO hook.py line 289 3738285] Test: [60/78] Loss 2.3824 +[2025-02-26 23:40:57,550 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.1070 +[2025-02-26 23:40:57,582 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.5099 +[2025-02-26 23:40:57,614 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.7128 +[2025-02-26 23:40:57,667 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.8545 +[2025-02-26 23:40:57,695 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.0351 +[2025-02-26 23:40:57,736 INFO hook.py line 289 3738285] Test: [66/78] Loss 2.0876 +[2025-02-26 23:40:57,772 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.0022 +[2025-02-26 23:40:57,805 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.4296 +[2025-02-26 23:40:57,834 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.4894 +[2025-02-26 23:40:57,889 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1662 +[2025-02-26 23:40:57,929 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.7897 +[2025-02-26 23:40:57,978 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6363 +[2025-02-26 23:40:58,028 INFO hook.py line 289 3738285] Test: [73/78] Loss 3.1245 +[2025-02-26 23:40:58,067 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.2642 +[2025-02-26 23:40:58,116 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7152 +[2025-02-26 23:40:58,143 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.3453 +[2025-02-26 23:40:58,198 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.2896 +[2025-02-26 23:40:58,223 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0408 +[2025-02-26 23:40:59,969 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:40:59,970 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:40:59,970 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:40:59,970 INFO hook.py line 232 3738285] wall : 0.6489 0.7746 +[2025-02-26 23:40:59,970 INFO hook.py line 232 3738285] floor : 0.9359 0.9612 +[2025-02-26 23:40:59,970 INFO hook.py line 232 3738285] cabinet : 0.2848 0.4149 +[2025-02-26 23:40:59,970 INFO hook.py line 232 3738285] bed : 0.3161 0.7990 +[2025-02-26 23:40:59,970 INFO hook.py line 232 3738285] chair : 0.7018 0.8224 +[2025-02-26 23:40:59,970 INFO hook.py line 232 3738285] sofa : 0.3582 0.3994 +[2025-02-26 23:40:59,970 INFO hook.py line 232 3738285] table : 0.4705 0.7783 +[2025-02-26 23:40:59,970 INFO hook.py line 232 3738285] door : 0.2729 0.6419 +[2025-02-26 23:40:59,970 INFO hook.py line 232 3738285] window : 0.3478 0.5800 +[2025-02-26 23:40:59,970 INFO hook.py line 232 3738285] bookshelf : 0.0784 0.0969 +[2025-02-26 23:40:59,971 INFO hook.py line 232 3738285] picture : 0.2223 0.2747 +[2025-02-26 23:40:59,971 INFO hook.py line 232 3738285] counter : 0.3657 0.5098 +[2025-02-26 23:40:59,971 INFO hook.py line 232 3738285] desk : 0.1744 0.2769 +[2025-02-26 23:40:59,971 INFO hook.py line 232 3738285] curtain : 0.2522 0.3639 +[2025-02-26 23:40:59,971 INFO hook.py line 232 3738285] refridgerator : 0.0697 0.1327 +[2025-02-26 23:40:59,971 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:40:59,971 INFO hook.py line 232 3738285] toilet : 0.2560 0.2691 +[2025-02-26 23:40:59,971 INFO hook.py line 232 3738285] sink : 0.2289 0.2372 +[2025-02-26 23:40:59,971 INFO hook.py line 232 3738285] bathtub : 0.5668 0.5900 +[2025-02-26 23:40:59,971 INFO hook.py line 232 3738285] otherfurniture : 0.0769 0.0822 +[2025-02-26 23:40:59,971 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:40:59,971 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.3314/0.4502/0.7157. +[2025-02-26 23:40:59,972 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:40:59,989 INFO misc.py line 164 3738285] Currently Best mIoU: 0.3419 +[2025-02-26 23:40:59,990 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:41:08,931 INFO misc.py line 135 3738285] Train result: loss: 0.8235 +[2025-02-26 23:41:09,013 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:41:27,825 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.3433 +[2025-02-26 23:41:27,868 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.1876 +[2025-02-26 23:41:28,559 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.9941 +[2025-02-26 23:41:28,606 INFO hook.py line 289 3738285] Test: [4/78] Loss 1.2922 +[2025-02-26 23:41:28,652 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8358 +[2025-02-26 23:41:28,715 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7805 +[2025-02-26 23:41:28,762 INFO hook.py line 289 3738285] Test: [7/78] Loss 1.0561 +[2025-02-26 23:41:28,801 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4774 +[2025-02-26 23:41:28,852 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3717 +[2025-02-26 23:41:28,896 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.6501 +[2025-02-26 23:41:28,939 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2290 +[2025-02-26 23:41:29,581 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2879 +[2025-02-26 23:41:29,625 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.7812 +[2025-02-26 23:41:29,661 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0203 +[2025-02-26 23:41:29,695 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5231 +[2025-02-26 23:41:29,738 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.0879 +[2025-02-26 23:41:29,776 INFO hook.py line 289 3738285] Test: [17/78] Loss 2.1672 +[2025-02-26 23:41:29,814 INFO hook.py line 289 3738285] Test: [18/78] Loss 2.1106 +[2025-02-26 23:41:29,856 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.6719 +[2025-02-26 23:41:29,891 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.2036 +[2025-02-26 23:41:29,924 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4307 +[2025-02-26 23:41:29,977 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3120 +[2025-02-26 23:41:30,020 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.5803 +[2025-02-26 23:41:30,066 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.3110 +[2025-02-26 23:41:30,104 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.4246 +[2025-02-26 23:41:30,143 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1102 +[2025-02-26 23:41:30,193 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.7006 +[2025-02-26 23:41:30,226 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.2152 +[2025-02-26 23:41:30,265 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.4205 +[2025-02-26 23:41:30,315 INFO hook.py line 289 3738285] Test: [30/78] Loss 2.2276 +[2025-02-26 23:41:30,370 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.1122 +[2025-02-26 23:41:30,415 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.1862 +[2025-02-26 23:41:30,465 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.7311 +[2025-02-26 23:41:30,511 INFO hook.py line 289 3738285] Test: [34/78] Loss 0.8561 +[2025-02-26 23:41:30,553 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.5994 +[2025-02-26 23:41:30,591 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.3820 +[2025-02-26 23:41:30,628 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.1451 +[2025-02-26 23:41:30,659 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.5260 +[2025-02-26 23:41:30,723 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5530 +[2025-02-26 23:41:30,767 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.3601 +[2025-02-26 23:41:30,809 INFO hook.py line 289 3738285] Test: [41/78] Loss 2.1106 +[2025-02-26 23:41:30,836 INFO hook.py line 289 3738285] Test: [42/78] Loss 1.5356 +[2025-02-26 23:41:30,871 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.5121 +[2025-02-26 23:41:30,922 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.9925 +[2025-02-26 23:41:30,965 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.5334 +[2025-02-26 23:41:31,009 INFO hook.py line 289 3738285] Test: [46/78] Loss 1.2603 +[2025-02-26 23:41:31,048 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0511 +[2025-02-26 23:41:31,080 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.9249 +[2025-02-26 23:41:31,112 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.2857 +[2025-02-26 23:41:31,141 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.3779 +[2025-02-26 23:41:31,168 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.7132 +[2025-02-26 23:41:31,201 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.3116 +[2025-02-26 23:41:31,225 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.5264 +[2025-02-26 23:41:31,258 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.9072 +[2025-02-26 23:41:31,293 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1763 +[2025-02-26 23:41:31,331 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.8890 +[2025-02-26 23:41:31,362 INFO hook.py line 289 3738285] Test: [57/78] Loss 1.4563 +[2025-02-26 23:41:31,388 INFO hook.py line 289 3738285] Test: [58/78] Loss 1.1087 +[2025-02-26 23:41:31,425 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.4013 +[2025-02-26 23:41:31,459 INFO hook.py line 289 3738285] Test: [60/78] Loss 2.3649 +[2025-02-26 23:41:31,482 INFO hook.py line 289 3738285] Test: [61/78] Loss 3.9988 +[2025-02-26 23:41:31,513 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4248 +[2025-02-26 23:41:31,547 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.6760 +[2025-02-26 23:41:31,601 INFO hook.py line 289 3738285] Test: [64/78] Loss 3.2453 +[2025-02-26 23:41:31,627 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.1157 +[2025-02-26 23:41:31,666 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.8718 +[2025-02-26 23:41:31,703 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.9773 +[2025-02-26 23:41:31,735 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.5304 +[2025-02-26 23:41:31,771 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.4471 +[2025-02-26 23:41:31,826 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1516 +[2025-02-26 23:41:31,866 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1324 +[2025-02-26 23:41:31,915 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5333 +[2025-02-26 23:41:31,964 INFO hook.py line 289 3738285] Test: [73/78] Loss 3.1618 +[2025-02-26 23:41:32,004 INFO hook.py line 289 3738285] Test: [74/78] Loss 3.1222 +[2025-02-26 23:41:32,053 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.0012 +[2025-02-26 23:41:32,080 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.2014 +[2025-02-26 23:41:32,134 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.4428 +[2025-02-26 23:41:32,160 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1180 +[2025-02-26 23:41:33,510 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:41:33,510 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:41:33,510 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] wall : 0.7062 0.8410 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] floor : 0.9434 0.9728 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] cabinet : 0.3869 0.5735 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] bed : 0.4227 0.5649 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] chair : 0.7001 0.7996 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] sofa : 0.4476 0.5657 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] table : 0.4557 0.7827 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] door : 0.3474 0.6909 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] window : 0.3901 0.6030 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] bookshelf : 0.2075 0.2318 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] picture : 0.2311 0.3671 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] counter : 0.4572 0.6424 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] desk : 0.1576 0.2692 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] curtain : 0.2485 0.3005 +[2025-02-26 23:41:33,510 INFO hook.py line 232 3738285] refridgerator : 0.1062 0.2028 +[2025-02-26 23:41:33,511 INFO hook.py line 232 3738285] shower curtain : 0.0000 0.0000 +[2025-02-26 23:41:33,511 INFO hook.py line 232 3738285] toilet : 0.5959 0.6669 +[2025-02-26 23:41:33,511 INFO hook.py line 232 3738285] sink : 0.2956 0.3250 +[2025-02-26 23:41:33,511 INFO hook.py line 232 3738285] bathtub : 0.6101 0.6571 +[2025-02-26 23:41:33,511 INFO hook.py line 232 3738285] otherfurniture : 0.1820 0.2253 +[2025-02-26 23:41:33,511 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:41:33,511 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.3946/0.5141/0.7563. +[2025-02-26 23:41:33,511 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:41:33,514 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.3946 +[2025-02-26 23:41:33,514 INFO misc.py line 164 3738285] Currently Best mIoU: 0.3946 +[2025-02-26 23:41:33,514 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:41:42,991 INFO misc.py line 135 3738285] Train result: loss: 0.8399 +[2025-02-26 23:41:43,085 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:42:02,634 INFO hook.py line 289 3738285] Test: [1/78] Loss 2.6437 +[2025-02-26 23:42:02,683 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.0069 +[2025-02-26 23:42:02,722 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.2907 +[2025-02-26 23:42:02,771 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.9070 +[2025-02-26 23:42:02,809 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8760 +[2025-02-26 23:42:02,866 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.0694 +[2025-02-26 23:42:02,912 INFO hook.py line 289 3738285] Test: [7/78] Loss 1.6039 +[2025-02-26 23:42:02,952 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.6965 +[2025-02-26 23:42:02,998 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3396 +[2025-02-26 23:42:03,037 INFO hook.py line 289 3738285] Test: [10/78] Loss 2.8017 +[2025-02-26 23:42:03,082 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.4331 +[2025-02-26 23:42:03,114 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2914 +[2025-02-26 23:42:03,160 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6116 +[2025-02-26 23:42:03,213 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.6782 +[2025-02-26 23:42:03,255 INFO hook.py line 289 3738285] Test: [15/78] Loss 3.0776 +[2025-02-26 23:42:03,307 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.4734 +[2025-02-26 23:42:03,344 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.9171 +[2025-02-26 23:42:03,389 INFO hook.py line 289 3738285] Test: [18/78] Loss 2.0228 +[2025-02-26 23:42:03,432 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.4956 +[2025-02-26 23:42:03,477 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9349 +[2025-02-26 23:42:03,512 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4592 +[2025-02-26 23:42:03,550 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2419 +[2025-02-26 23:42:03,581 INFO hook.py line 289 3738285] Test: [23/78] Loss 2.0710 +[2025-02-26 23:42:03,625 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.4985 +[2025-02-26 23:42:03,664 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.3922 +[2025-02-26 23:42:03,702 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.3726 +[2025-02-26 23:42:03,750 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.0191 +[2025-02-26 23:42:03,786 INFO hook.py line 289 3738285] Test: [28/78] Loss 4.2411 +[2025-02-26 23:42:03,823 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.4458 +[2025-02-26 23:42:03,879 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6489 +[2025-02-26 23:42:03,934 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.1166 +[2025-02-26 23:42:03,967 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.6348 +[2025-02-26 23:42:04,017 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.1278 +[2025-02-26 23:42:04,053 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.3153 +[2025-02-26 23:42:04,088 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.3298 +[2025-02-26 23:42:04,127 INFO hook.py line 289 3738285] Test: [36/78] Loss 2.1990 +[2025-02-26 23:42:04,164 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.6422 +[2025-02-26 23:42:04,194 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.7599 +[2025-02-26 23:42:04,253 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.9124 +[2025-02-26 23:42:04,295 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.3352 +[2025-02-26 23:42:04,343 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.6270 +[2025-02-26 23:42:04,370 INFO hook.py line 289 3738285] Test: [42/78] Loss 1.5782 +[2025-02-26 23:42:04,404 INFO hook.py line 289 3738285] Test: [43/78] Loss 2.0216 +[2025-02-26 23:42:04,457 INFO hook.py line 289 3738285] Test: [44/78] Loss 1.3003 +[2025-02-26 23:42:04,499 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.6658 +[2025-02-26 23:42:04,551 INFO hook.py line 289 3738285] Test: [46/78] Loss 1.6824 +[2025-02-26 23:42:04,589 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2267 +[2025-02-26 23:42:04,620 INFO hook.py line 289 3738285] Test: [48/78] Loss 2.2570 +[2025-02-26 23:42:04,651 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.7486 +[2025-02-26 23:42:04,681 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.8854 +[2025-02-26 23:42:04,708 INFO hook.py line 289 3738285] Test: [51/78] Loss 2.2482 +[2025-02-26 23:42:04,740 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.6479 +[2025-02-26 23:42:04,765 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2637 +[2025-02-26 23:42:04,797 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.7670 +[2025-02-26 23:42:04,833 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.2569 +[2025-02-26 23:42:04,872 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.2740 +[2025-02-26 23:42:04,903 INFO hook.py line 289 3738285] Test: [57/78] Loss 1.9840 +[2025-02-26 23:42:04,930 INFO hook.py line 289 3738285] Test: [58/78] Loss 1.0846 +[2025-02-26 23:42:04,967 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.4352 +[2025-02-26 23:42:04,998 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.9836 +[2025-02-26 23:42:05,022 INFO hook.py line 289 3738285] Test: [61/78] Loss 5.5381 +[2025-02-26 23:42:05,054 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4933 +[2025-02-26 23:42:05,087 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.7861 +[2025-02-26 23:42:05,140 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.8442 +[2025-02-26 23:42:05,167 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.2477 +[2025-02-26 23:42:05,206 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.8080 +[2025-02-26 23:42:05,243 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.0959 +[2025-02-26 23:42:05,275 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.7719 +[2025-02-26 23:42:05,304 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.4015 +[2025-02-26 23:42:05,359 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.6020 +[2025-02-26 23:42:05,400 INFO hook.py line 289 3738285] Test: [71/78] Loss 4.1513 +[2025-02-26 23:42:05,450 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6549 +[2025-02-26 23:42:05,498 INFO hook.py line 289 3738285] Test: [73/78] Loss 2.0987 +[2025-02-26 23:42:05,537 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.7627 +[2025-02-26 23:42:05,586 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.0984 +[2025-02-26 23:42:05,613 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.1440 +[2025-02-26 23:42:05,667 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.8739 +[2025-02-26 23:42:05,697 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2159 +[2025-02-26 23:42:07,411 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:42:07,412 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:42:07,412 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:42:07,412 INFO hook.py line 232 3738285] wall : 0.6793 0.8620 +[2025-02-26 23:42:07,412 INFO hook.py line 232 3738285] floor : 0.9470 0.9770 +[2025-02-26 23:42:07,412 INFO hook.py line 232 3738285] cabinet : 0.2036 0.2395 +[2025-02-26 23:42:07,412 INFO hook.py line 232 3738285] bed : 0.4188 0.6812 +[2025-02-26 23:42:07,412 INFO hook.py line 232 3738285] chair : 0.6280 0.8177 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] sofa : 0.3646 0.4556 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] table : 0.4687 0.7509 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] door : 0.2524 0.4428 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] window : 0.3514 0.6318 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] bookshelf : 0.1114 0.1199 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] picture : 0.2364 0.4259 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] counter : 0.2805 0.3403 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] desk : 0.0885 0.1115 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] curtain : 0.0862 0.1374 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] refridgerator : 0.1158 0.1816 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] shower curtain : 0.0123 0.0134 +[2025-02-26 23:42:07,413 INFO hook.py line 232 3738285] toilet : 0.2718 0.6093 +[2025-02-26 23:42:07,414 INFO hook.py line 232 3738285] sink : 0.1254 0.1269 +[2025-02-26 23:42:07,414 INFO hook.py line 232 3738285] bathtub : 0.4779 0.5307 +[2025-02-26 23:42:07,414 INFO hook.py line 232 3738285] otherfurniture : 0.1287 0.1727 +[2025-02-26 23:42:07,414 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:42:07,414 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.3124/0.4314/0.7278. +[2025-02-26 23:42:07,414 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:42:07,416 INFO misc.py line 164 3738285] Currently Best mIoU: 0.3946 +[2025-02-26 23:42:07,416 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:42:15,003 INFO misc.py line 135 3738285] Train result: loss: 0.8430 +[2025-02-26 23:42:15,068 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:42:32,105 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.3060 +[2025-02-26 23:42:32,163 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.0165 +[2025-02-26 23:42:32,223 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.4638 +[2025-02-26 23:42:32,472 INFO hook.py line 289 3738285] Test: [4/78] Loss 1.0829 +[2025-02-26 23:42:32,543 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.9917 +[2025-02-26 23:42:32,599 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.1518 +[2025-02-26 23:42:32,649 INFO hook.py line 289 3738285] Test: [7/78] Loss 1.5286 +[2025-02-26 23:42:32,686 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.8462 +[2025-02-26 23:42:32,737 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.6398 +[2025-02-26 23:42:32,787 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.9723 +[2025-02-26 23:42:32,833 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.9204 +[2025-02-26 23:42:33,420 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1598 +[2025-02-26 23:42:33,471 INFO hook.py line 289 3738285] Test: [13/78] Loss 5.1440 +[2025-02-26 23:42:33,515 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.2082 +[2025-02-26 23:42:33,557 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5950 +[2025-02-26 23:42:33,611 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.1900 +[2025-02-26 23:42:33,654 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6173 +[2025-02-26 23:42:33,697 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.9454 +[2025-02-26 23:42:33,745 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.4893 +[2025-02-26 23:42:33,787 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.7959 +[2025-02-26 23:42:33,828 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4098 +[2025-02-26 23:42:33,873 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3821 +[2025-02-26 23:42:33,912 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.9510 +[2025-02-26 23:42:33,962 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.3373 +[2025-02-26 23:42:34,008 INFO hook.py line 289 3738285] Test: [25/78] Loss 2.2185 +[2025-02-26 23:42:34,053 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.3734 +[2025-02-26 23:42:34,109 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.4359 +[2025-02-26 23:42:34,152 INFO hook.py line 289 3738285] Test: [28/78] Loss 4.2966 +[2025-02-26 23:42:34,192 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.4203 +[2025-02-26 23:42:34,249 INFO hook.py line 289 3738285] Test: [30/78] Loss 2.0531 +[2025-02-26 23:42:34,308 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.9715 +[2025-02-26 23:42:34,349 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.6522 +[2025-02-26 23:42:34,407 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.1406 +[2025-02-26 23:42:34,452 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.6697 +[2025-02-26 23:42:34,496 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.3953 +[2025-02-26 23:42:34,539 INFO hook.py line 289 3738285] Test: [36/78] Loss 2.1902 +[2025-02-26 23:42:34,582 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.0130 +[2025-02-26 23:42:34,619 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.8540 +[2025-02-26 23:42:34,688 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7801 +[2025-02-26 23:42:34,742 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.7355 +[2025-02-26 23:42:34,791 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.4095 +[2025-02-26 23:42:34,824 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.8424 +[2025-02-26 23:42:34,867 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.2645 +[2025-02-26 23:42:34,931 INFO hook.py line 289 3738285] Test: [44/78] Loss 1.2220 +[2025-02-26 23:42:34,971 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.8804 +[2025-02-26 23:42:35,024 INFO hook.py line 289 3738285] Test: [46/78] Loss 1.1037 +[2025-02-26 23:42:35,067 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2943 +[2025-02-26 23:42:35,107 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.9442 +[2025-02-26 23:42:35,143 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.6073 +[2025-02-26 23:42:35,180 INFO hook.py line 289 3738285] Test: [50/78] Loss 2.4157 +[2025-02-26 23:42:35,216 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.7001 +[2025-02-26 23:42:35,256 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.7743 +[2025-02-26 23:42:35,288 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.8081 +[2025-02-26 23:42:35,329 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.8813 +[2025-02-26 23:42:35,370 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1092 +[2025-02-26 23:42:35,414 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.9146 +[2025-02-26 23:42:35,452 INFO hook.py line 289 3738285] Test: [57/78] Loss 1.4399 +[2025-02-26 23:42:35,483 INFO hook.py line 289 3738285] Test: [58/78] Loss 1.1216 +[2025-02-26 23:42:35,528 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.4138 +[2025-02-26 23:42:35,569 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.9392 +[2025-02-26 23:42:35,604 INFO hook.py line 289 3738285] Test: [61/78] Loss 5.0342 +[2025-02-26 23:42:35,638 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.6551 +[2025-02-26 23:42:35,682 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.4206 +[2025-02-26 23:42:35,735 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.5275 +[2025-02-26 23:42:35,768 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.1850 +[2025-02-26 23:42:35,811 INFO hook.py line 289 3738285] Test: [66/78] Loss 2.0156 +[2025-02-26 23:42:35,856 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.0851 +[2025-02-26 23:42:35,893 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.8434 +[2025-02-26 23:42:35,925 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3555 +[2025-02-26 23:42:35,981 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.7859 +[2025-02-26 23:42:36,024 INFO hook.py line 289 3738285] Test: [71/78] Loss 3.1590 +[2025-02-26 23:42:36,072 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6206 +[2025-02-26 23:42:36,118 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.5634 +[2025-02-26 23:42:36,157 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.8195 +[2025-02-26 23:42:36,214 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.9351 +[2025-02-26 23:42:36,245 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.2753 +[2025-02-26 23:42:36,298 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5515 +[2025-02-26 23:42:36,330 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.3186 +[2025-02-26 23:42:37,637 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:42:37,637 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:42:37,637 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] wall : 0.7143 0.9250 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] floor : 0.9358 0.9878 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] cabinet : 0.3389 0.5686 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] bed : 0.4707 0.7448 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] chair : 0.7266 0.7661 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] sofa : 0.4935 0.6315 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] table : 0.5290 0.7831 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] door : 0.2855 0.3824 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] window : 0.3570 0.4512 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] bookshelf : 0.1699 0.1873 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] picture : 0.2451 0.3128 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] counter : 0.2079 0.2184 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] desk : 0.0807 0.0887 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] curtain : 0.1928 0.2070 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] refridgerator : 0.1202 0.1783 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] shower curtain : 0.1108 0.1181 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] toilet : 0.3710 0.8915 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] sink : 0.2612 0.2823 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] bathtub : 0.5856 0.8171 +[2025-02-26 23:42:37,637 INFO hook.py line 232 3738285] otherfurniture : 0.2081 0.2937 +[2025-02-26 23:42:37,637 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:42:37,637 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.3702/0.4918/0.7659. +[2025-02-26 23:42:37,638 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:42:37,639 INFO misc.py line 164 3738285] Currently Best mIoU: 0.3946 +[2025-02-26 23:42:37,639 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:42:45,731 INFO misc.py line 135 3738285] Train result: loss: 0.7641 +[2025-02-26 23:42:45,805 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:43:22,239 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.4625 +[2025-02-26 23:43:22,297 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.0773 +[2025-02-26 23:43:22,344 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.9989 +[2025-02-26 23:43:22,394 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.8634 +[2025-02-26 23:43:22,438 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.6726 +[2025-02-26 23:43:22,491 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.1459 +[2025-02-26 23:43:22,557 INFO hook.py line 289 3738285] Test: [7/78] Loss 1.0955 +[2025-02-26 23:43:22,594 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5967 +[2025-02-26 23:43:22,644 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.7647 +[2025-02-26 23:43:22,677 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.8634 +[2025-02-26 23:43:22,735 INFO hook.py line 289 3738285] Test: [11/78] Loss 2.0774 +[2025-02-26 23:43:22,782 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.9450 +[2025-02-26 23:43:22,829 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.7600 +[2025-02-26 23:43:29,326 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.8066 +[2025-02-26 23:43:29,653 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3979 +[2025-02-26 23:43:29,703 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.6765 +[2025-02-26 23:43:29,745 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.7205 +[2025-02-26 23:43:29,786 INFO hook.py line 289 3738285] Test: [18/78] Loss 2.1035 +[2025-02-26 23:43:29,829 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.7328 +[2025-02-26 23:43:29,866 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8507 +[2025-02-26 23:43:29,900 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4680 +[2025-02-26 23:43:29,940 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2450 +[2025-02-26 23:43:29,974 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.5574 +[2025-02-26 23:43:30,021 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.3642 +[2025-02-26 23:43:30,068 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.3471 +[2025-02-26 23:43:30,106 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9988 +[2025-02-26 23:43:30,155 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8303 +[2025-02-26 23:43:30,192 INFO hook.py line 289 3738285] Test: [28/78] Loss 4.1428 +[2025-02-26 23:43:30,224 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3999 +[2025-02-26 23:43:30,276 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4961 +[2025-02-26 23:43:30,330 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.0824 +[2025-02-26 23:43:30,369 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4110 +[2025-02-26 23:43:30,427 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.0210 +[2025-02-26 23:43:30,469 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.6053 +[2025-02-26 23:43:30,505 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.2403 +[2025-02-26 23:43:30,544 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.3647 +[2025-02-26 23:43:30,584 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.7470 +[2025-02-26 23:43:30,623 INFO hook.py line 289 3738285] Test: [38/78] Loss 1.0455 +[2025-02-26 23:43:30,682 INFO hook.py line 289 3738285] Test: [39/78] Loss 3.0890 +[2025-02-26 23:43:30,726 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.2793 +[2025-02-26 23:43:30,770 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.5947 +[2025-02-26 23:43:30,808 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.8448 +[2025-02-26 23:43:30,849 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.5004 +[2025-02-26 23:43:30,902 INFO hook.py line 289 3738285] Test: [44/78] Loss 1.0417 +[2025-02-26 23:43:30,940 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.1698 +[2025-02-26 23:43:30,987 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.9985 +[2025-02-26 23:43:31,024 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.3427 +[2025-02-26 23:43:31,054 INFO hook.py line 289 3738285] Test: [48/78] Loss 2.1343 +[2025-02-26 23:43:31,090 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.4031 +[2025-02-26 23:43:31,120 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.6287 +[2025-02-26 23:43:31,163 INFO hook.py line 289 3738285] Test: [51/78] Loss 2.3818 +[2025-02-26 23:43:31,204 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.4592 +[2025-02-26 23:43:31,239 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.8835 +[2025-02-26 23:43:31,272 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.3118 +[2025-02-26 23:43:31,308 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.5859 +[2025-02-26 23:43:31,346 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.1757 +[2025-02-26 23:43:31,378 INFO hook.py line 289 3738285] Test: [57/78] Loss 1.6347 +[2025-02-26 23:43:31,404 INFO hook.py line 289 3738285] Test: [58/78] Loss 1.2304 +[2025-02-26 23:43:31,443 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.0613 +[2025-02-26 23:43:31,474 INFO hook.py line 289 3738285] Test: [60/78] Loss 2.0493 +[2025-02-26 23:43:31,498 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5513 +[2025-02-26 23:43:31,531 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3594 +[2025-02-26 23:43:31,566 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.6766 +[2025-02-26 23:43:31,620 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.4032 +[2025-02-26 23:43:31,647 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.7257 +[2025-02-26 23:43:31,685 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.4151 +[2025-02-26 23:43:31,722 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.1880 +[2025-02-26 23:43:31,754 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.7461 +[2025-02-26 23:43:31,783 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.4524 +[2025-02-26 23:43:31,838 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.0224 +[2025-02-26 23:43:31,878 INFO hook.py line 289 3738285] Test: [71/78] Loss 4.1612 +[2025-02-26 23:43:31,926 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6585 +[2025-02-26 23:43:31,975 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4650 +[2025-02-26 23:43:32,015 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.2106 +[2025-02-26 23:43:32,064 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.0914 +[2025-02-26 23:43:32,094 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9069 +[2025-02-26 23:43:32,148 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.8426 +[2025-02-26 23:43:32,176 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9574 +[2025-02-26 23:43:33,688 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:43:33,688 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:43:33,688 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:43:33,688 INFO hook.py line 232 3738285] wall : 0.7069 0.8820 +[2025-02-26 23:43:33,688 INFO hook.py line 232 3738285] floor : 0.9431 0.9795 +[2025-02-26 23:43:33,688 INFO hook.py line 232 3738285] cabinet : 0.3753 0.5152 +[2025-02-26 23:43:33,688 INFO hook.py line 232 3738285] bed : 0.5045 0.6750 +[2025-02-26 23:43:33,688 INFO hook.py line 232 3738285] chair : 0.7089 0.7414 +[2025-02-26 23:43:33,688 INFO hook.py line 232 3738285] sofa : 0.5428 0.6699 +[2025-02-26 23:43:33,688 INFO hook.py line 232 3738285] table : 0.4841 0.7535 +[2025-02-26 23:43:33,688 INFO hook.py line 232 3738285] door : 0.3650 0.4749 +[2025-02-26 23:43:33,688 INFO hook.py line 232 3738285] window : 0.3771 0.7110 +[2025-02-26 23:43:33,688 INFO hook.py line 232 3738285] bookshelf : 0.0525 0.0542 +[2025-02-26 23:43:33,689 INFO hook.py line 232 3738285] picture : 0.2291 0.4462 +[2025-02-26 23:43:33,689 INFO hook.py line 232 3738285] counter : 0.4540 0.6013 +[2025-02-26 23:43:33,689 INFO hook.py line 232 3738285] desk : 0.3030 0.5945 +[2025-02-26 23:43:33,689 INFO hook.py line 232 3738285] curtain : 0.2147 0.2397 +[2025-02-26 23:43:33,689 INFO hook.py line 232 3738285] refridgerator : 0.1475 0.1682 +[2025-02-26 23:43:33,689 INFO hook.py line 232 3738285] shower curtain : 0.1275 0.1357 +[2025-02-26 23:43:33,689 INFO hook.py line 232 3738285] toilet : 0.3653 0.9091 +[2025-02-26 23:43:33,689 INFO hook.py line 232 3738285] sink : 0.2279 0.2335 +[2025-02-26 23:43:33,689 INFO hook.py line 232 3738285] bathtub : 0.5360 0.5585 +[2025-02-26 23:43:33,689 INFO hook.py line 232 3738285] otherfurniture : 0.2064 0.2941 +[2025-02-26 23:43:33,689 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:43:33,689 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.3936/0.5319/0.7652. +[2025-02-26 23:43:33,689 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:43:33,692 INFO misc.py line 164 3738285] Currently Best mIoU: 0.3946 +[2025-02-26 23:43:33,693 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:43:42,768 INFO misc.py line 135 3738285] Train result: loss: 0.7764 +[2025-02-26 23:43:42,847 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:44:01,854 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.3477 +[2025-02-26 23:44:02,746 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6511 +[2025-02-26 23:44:02,947 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6310 +[2025-02-26 23:44:03,001 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6233 +[2025-02-26 23:44:03,040 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.6700 +[2025-02-26 23:44:03,101 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6350 +[2025-02-26 23:44:03,149 INFO hook.py line 289 3738285] Test: [7/78] Loss 1.1355 +[2025-02-26 23:44:03,176 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5299 +[2025-02-26 23:44:03,219 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4507 +[2025-02-26 23:44:03,255 INFO hook.py line 289 3738285] Test: [10/78] Loss 2.3267 +[2025-02-26 23:44:03,300 INFO hook.py line 289 3738285] Test: [11/78] Loss 2.2952 +[2025-02-26 23:44:03,335 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9714 +[2025-02-26 23:44:03,384 INFO hook.py line 289 3738285] Test: [13/78] Loss 5.6755 +[2025-02-26 23:44:03,422 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.3113 +[2025-02-26 23:44:03,460 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5511 +[2025-02-26 23:44:03,505 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6912 +[2025-02-26 23:44:03,541 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6043 +[2025-02-26 23:44:03,576 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.8297 +[2025-02-26 23:44:03,617 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.8900 +[2025-02-26 23:44:03,656 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0857 +[2025-02-26 23:44:03,689 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4108 +[2025-02-26 23:44:03,729 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2505 +[2025-02-26 23:44:03,759 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.5932 +[2025-02-26 23:44:03,803 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.4366 +[2025-02-26 23:44:03,842 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.0540 +[2025-02-26 23:44:03,889 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9895 +[2025-02-26 23:44:03,937 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.7721 +[2025-02-26 23:44:03,978 INFO hook.py line 289 3738285] Test: [28/78] Loss 4.1296 +[2025-02-26 23:44:04,016 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.4003 +[2025-02-26 23:44:04,075 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.9759 +[2025-02-26 23:44:04,128 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7946 +[2025-02-26 23:44:04,168 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.7767 +[2025-02-26 23:44:04,223 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.5047 +[2025-02-26 23:44:04,260 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.2485 +[2025-02-26 23:44:04,306 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.5728 +[2025-02-26 23:44:04,342 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2916 +[2025-02-26 23:44:04,382 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.7169 +[2025-02-26 23:44:04,425 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4401 +[2025-02-26 23:44:04,485 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6438 +[2025-02-26 23:44:04,528 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.9555 +[2025-02-26 23:44:04,568 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.9767 +[2025-02-26 23:44:04,606 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.5113 +[2025-02-26 23:44:04,648 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.4811 +[2025-02-26 23:44:04,703 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.9472 +[2025-02-26 23:44:04,744 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9912 +[2025-02-26 23:44:04,789 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8196 +[2025-02-26 23:44:04,826 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.5001 +[2025-02-26 23:44:04,858 INFO hook.py line 289 3738285] Test: [48/78] Loss 2.0927 +[2025-02-26 23:44:04,890 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.9591 +[2025-02-26 23:44:04,920 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.3060 +[2025-02-26 23:44:04,948 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.3035 +[2025-02-26 23:44:04,982 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2983 +[2025-02-26 23:44:05,010 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1232 +[2025-02-26 23:44:05,043 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9203 +[2025-02-26 23:44:05,078 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.5590 +[2025-02-26 23:44:05,116 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.2910 +[2025-02-26 23:44:05,154 INFO hook.py line 289 3738285] Test: [57/78] Loss 1.0950 +[2025-02-26 23:44:05,188 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.9911 +[2025-02-26 23:44:05,228 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2078 +[2025-02-26 23:44:05,261 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.7673 +[2025-02-26 23:44:05,286 INFO hook.py line 289 3738285] Test: [61/78] Loss 5.1349 +[2025-02-26 23:44:05,319 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2595 +[2025-02-26 23:44:05,353 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.5536 +[2025-02-26 23:44:05,406 INFO hook.py line 289 3738285] Test: [64/78] Loss 3.0128 +[2025-02-26 23:44:05,435 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.3889 +[2025-02-26 23:44:05,474 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.8957 +[2025-02-26 23:44:05,512 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.4256 +[2025-02-26 23:44:05,544 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1405 +[2025-02-26 23:44:05,578 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3655 +[2025-02-26 23:44:05,633 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3056 +[2025-02-26 23:44:05,672 INFO hook.py line 289 3738285] Test: [71/78] Loss 3.2811 +[2025-02-26 23:44:05,721 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5423 +[2025-02-26 23:44:05,768 INFO hook.py line 289 3738285] Test: [73/78] Loss 2.2420 +[2025-02-26 23:44:05,808 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.2559 +[2025-02-26 23:44:05,857 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8875 +[2025-02-26 23:44:05,884 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9944 +[2025-02-26 23:44:05,938 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.0352 +[2025-02-26 23:44:05,976 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.6394 +[2025-02-26 23:44:07,442 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:44:07,442 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:44:07,442 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:44:07,442 INFO hook.py line 232 3738285] wall : 0.7022 0.8477 +[2025-02-26 23:44:07,442 INFO hook.py line 232 3738285] floor : 0.9393 0.9871 +[2025-02-26 23:44:07,442 INFO hook.py line 232 3738285] cabinet : 0.3675 0.4991 +[2025-02-26 23:44:07,442 INFO hook.py line 232 3738285] bed : 0.5314 0.7811 +[2025-02-26 23:44:07,442 INFO hook.py line 232 3738285] chair : 0.7197 0.7975 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] sofa : 0.5578 0.8096 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] table : 0.5218 0.6805 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] door : 0.3610 0.6488 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] window : 0.3823 0.6778 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] bookshelf : 0.0028 0.0028 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] picture : 0.1848 0.1983 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] counter : 0.4131 0.5327 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] desk : 0.2848 0.5233 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] curtain : 0.2817 0.3257 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] refridgerator : 0.1918 0.2808 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] shower curtain : 0.1781 0.3100 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] toilet : 0.6798 0.8175 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] sink : 0.2574 0.2679 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] bathtub : 0.6423 0.7280 +[2025-02-26 23:44:07,443 INFO hook.py line 232 3738285] otherfurniture : 0.2079 0.2648 +[2025-02-26 23:44:07,443 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:44:07,443 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4204/0.5491/0.7673. +[2025-02-26 23:44:07,443 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:44:07,445 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.4204 +[2025-02-26 23:44:07,445 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4204 +[2025-02-26 23:44:07,445 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:44:16,558 INFO misc.py line 135 3738285] Train result: loss: 0.7765 +[2025-02-26 23:44:16,623 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:44:34,837 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.3993 +[2025-02-26 23:44:34,898 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.0183 +[2025-02-26 23:44:35,984 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.8645 +[2025-02-26 23:44:36,037 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7466 +[2025-02-26 23:44:36,283 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.6906 +[2025-02-26 23:44:36,691 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6714 +[2025-02-26 23:44:36,751 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.7986 +[2025-02-26 23:44:36,788 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.6369 +[2025-02-26 23:44:36,832 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3428 +[2025-02-26 23:44:36,873 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.6327 +[2025-02-26 23:44:36,922 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.7364 +[2025-02-26 23:44:37,186 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0314 +[2025-02-26 23:44:37,231 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.3249 +[2025-02-26 23:44:37,274 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.1776 +[2025-02-26 23:44:37,365 INFO hook.py line 289 3738285] Test: [15/78] Loss 3.1359 +[2025-02-26 23:44:37,432 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.6226 +[2025-02-26 23:44:37,468 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.8857 +[2025-02-26 23:44:37,514 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.7774 +[2025-02-26 23:44:37,555 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.6476 +[2025-02-26 23:44:37,594 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9380 +[2025-02-26 23:44:37,629 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3392 +[2025-02-26 23:44:37,670 INFO hook.py line 289 3738285] Test: [22/78] Loss 1.9873 +[2025-02-26 23:44:37,698 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.4198 +[2025-02-26 23:44:37,739 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9977 +[2025-02-26 23:44:37,787 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.1821 +[2025-02-26 23:44:37,840 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.2412 +[2025-02-26 23:44:37,889 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.4017 +[2025-02-26 23:44:37,924 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7500 +[2025-02-26 23:44:37,960 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3307 +[2025-02-26 23:44:38,022 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5968 +[2025-02-26 23:44:38,080 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.1665 +[2025-02-26 23:44:38,112 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.5672 +[2025-02-26 23:44:38,177 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.3858 +[2025-02-26 23:44:38,215 INFO hook.py line 289 3738285] Test: [34/78] Loss 0.9259 +[2025-02-26 23:44:38,255 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.3101 +[2025-02-26 23:44:38,299 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1167 +[2025-02-26 23:44:38,342 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.5794 +[2025-02-26 23:44:38,382 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4801 +[2025-02-26 23:44:38,440 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5858 +[2025-02-26 23:44:38,485 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5680 +[2025-02-26 23:44:38,534 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.8324 +[2025-02-26 23:44:38,562 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.7231 +[2025-02-26 23:44:38,621 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.3461 +[2025-02-26 23:44:38,677 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.9436 +[2025-02-26 23:44:38,719 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.3207 +[2025-02-26 23:44:38,769 INFO hook.py line 289 3738285] Test: [46/78] Loss 1.1114 +[2025-02-26 23:44:38,806 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.4555 +[2025-02-26 23:44:38,841 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.5989 +[2025-02-26 23:44:38,872 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.9792 +[2025-02-26 23:44:38,903 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2814 +[2025-02-26 23:44:38,931 INFO hook.py line 289 3738285] Test: [51/78] Loss 2.8018 +[2025-02-26 23:44:38,964 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2454 +[2025-02-26 23:44:38,989 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2357 +[2025-02-26 23:44:39,022 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.2607 +[2025-02-26 23:44:39,058 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.2359 +[2025-02-26 23:44:39,096 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.5865 +[2025-02-26 23:44:39,135 INFO hook.py line 289 3738285] Test: [57/78] Loss 1.2320 +[2025-02-26 23:44:39,162 INFO hook.py line 289 3738285] Test: [58/78] Loss 1.3243 +[2025-02-26 23:44:39,201 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2424 +[2025-02-26 23:44:39,234 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.7510 +[2025-02-26 23:44:39,267 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3510 +[2025-02-26 23:44:39,304 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2557 +[2025-02-26 23:44:39,338 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.4774 +[2025-02-26 23:44:39,397 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.8892 +[2025-02-26 23:44:39,425 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.2579 +[2025-02-26 23:44:39,464 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.2725 +[2025-02-26 23:44:39,501 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.9439 +[2025-02-26 23:44:39,534 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2603 +[2025-02-26 23:44:39,563 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.4148 +[2025-02-26 23:44:39,618 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1728 +[2025-02-26 23:44:39,658 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.7987 +[2025-02-26 23:44:39,708 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5286 +[2025-02-26 23:44:39,756 INFO hook.py line 289 3738285] Test: [73/78] Loss 2.1693 +[2025-02-26 23:44:39,796 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1435 +[2025-02-26 23:44:39,845 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.1630 +[2025-02-26 23:44:39,873 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.0612 +[2025-02-26 23:44:39,927 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.2007 +[2025-02-26 23:44:39,953 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1058 +[2025-02-26 23:44:41,628 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:44:41,633 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:44:41,633 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:44:41,633 INFO hook.py line 232 3738285] wall : 0.6736 0.8495 +[2025-02-26 23:44:41,633 INFO hook.py line 232 3738285] floor : 0.9421 0.9864 +[2025-02-26 23:44:41,633 INFO hook.py line 232 3738285] cabinet : 0.3630 0.4338 +[2025-02-26 23:44:41,633 INFO hook.py line 232 3738285] bed : 0.4701 0.6873 +[2025-02-26 23:44:41,633 INFO hook.py line 232 3738285] chair : 0.7138 0.7556 +[2025-02-26 23:44:41,633 INFO hook.py line 232 3738285] sofa : 0.5477 0.7458 +[2025-02-26 23:44:41,633 INFO hook.py line 232 3738285] table : 0.5025 0.7169 +[2025-02-26 23:44:41,633 INFO hook.py line 232 3738285] door : 0.3250 0.6579 +[2025-02-26 23:44:41,633 INFO hook.py line 232 3738285] window : 0.4156 0.6167 +[2025-02-26 23:44:41,633 INFO hook.py line 232 3738285] bookshelf : 0.2027 0.2169 +[2025-02-26 23:44:41,634 INFO hook.py line 232 3738285] picture : 0.2340 0.2860 +[2025-02-26 23:44:41,634 INFO hook.py line 232 3738285] counter : 0.4349 0.6268 +[2025-02-26 23:44:41,634 INFO hook.py line 232 3738285] desk : 0.3277 0.5150 +[2025-02-26 23:44:41,634 INFO hook.py line 232 3738285] curtain : 0.2002 0.2294 +[2025-02-26 23:44:41,634 INFO hook.py line 232 3738285] refridgerator : 0.1809 0.3104 +[2025-02-26 23:44:41,634 INFO hook.py line 232 3738285] shower curtain : 0.2003 0.2426 +[2025-02-26 23:44:41,634 INFO hook.py line 232 3738285] toilet : 0.3853 0.9137 +[2025-02-26 23:44:41,634 INFO hook.py line 232 3738285] sink : 0.2473 0.2567 +[2025-02-26 23:44:41,634 INFO hook.py line 232 3738285] bathtub : 0.5729 0.6553 +[2025-02-26 23:44:41,634 INFO hook.py line 232 3738285] otherfurniture : 0.1865 0.2223 +[2025-02-26 23:44:41,634 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:44:41,634 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4063/0.5462/0.7614. +[2025-02-26 23:44:41,635 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:44:41,635 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4204 +[2025-02-26 23:44:41,635 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:44:50,436 INFO misc.py line 135 3738285] Train result: loss: 0.7624 +[2025-02-26 23:44:50,522 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:45:09,789 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.6956 +[2025-02-26 23:45:09,839 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.2546 +[2025-02-26 23:45:10,821 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.0559 +[2025-02-26 23:45:10,869 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7573 +[2025-02-26 23:45:10,911 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8909 +[2025-02-26 23:45:10,960 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.1494 +[2025-02-26 23:45:11,007 INFO hook.py line 289 3738285] Test: [7/78] Loss 1.2350 +[2025-02-26 23:45:11,046 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4094 +[2025-02-26 23:45:11,090 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3285 +[2025-02-26 23:45:11,129 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.9029 +[2025-02-26 23:45:11,174 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1726 +[2025-02-26 23:45:11,205 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.6784 +[2025-02-26 23:45:11,251 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.2773 +[2025-02-26 23:45:11,295 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0704 +[2025-02-26 23:45:11,331 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.7080 +[2025-02-26 23:45:11,377 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.1661 +[2025-02-26 23:45:11,417 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.8883 +[2025-02-26 23:45:11,448 INFO hook.py line 289 3738285] Test: [18/78] Loss 2.1481 +[2025-02-26 23:45:11,493 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.3354 +[2025-02-26 23:45:11,525 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9159 +[2025-02-26 23:45:11,560 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4507 +[2025-02-26 23:45:11,597 INFO hook.py line 289 3738285] Test: [22/78] Loss 1.6747 +[2025-02-26 23:45:11,623 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.8760 +[2025-02-26 23:45:11,667 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.3061 +[2025-02-26 23:45:11,711 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.3436 +[2025-02-26 23:45:11,753 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.2498 +[2025-02-26 23:45:11,802 INFO hook.py line 289 3738285] Test: [27/78] Loss 1.8300 +[2025-02-26 23:45:11,840 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7135 +[2025-02-26 23:45:11,874 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3532 +[2025-02-26 23:45:11,932 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.7944 +[2025-02-26 23:45:11,986 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7750 +[2025-02-26 23:45:12,019 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.3197 +[2025-02-26 23:45:12,069 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.2622 +[2025-02-26 23:45:12,106 INFO hook.py line 289 3738285] Test: [34/78] Loss 0.9393 +[2025-02-26 23:45:12,152 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9887 +[2025-02-26 23:45:12,192 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.4064 +[2025-02-26 23:45:12,228 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.9141 +[2025-02-26 23:45:12,259 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3869 +[2025-02-26 23:45:12,320 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5420 +[2025-02-26 23:45:12,362 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.3213 +[2025-02-26 23:45:12,404 INFO hook.py line 289 3738285] Test: [41/78] Loss 2.2066 +[2025-02-26 23:45:12,431 INFO hook.py line 289 3738285] Test: [42/78] Loss 1.4835 +[2025-02-26 23:45:12,478 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8626 +[2025-02-26 23:45:12,532 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.9704 +[2025-02-26 23:45:12,567 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.4222 +[2025-02-26 23:45:12,611 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7121 +[2025-02-26 23:45:12,647 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1817 +[2025-02-26 23:45:12,679 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.5346 +[2025-02-26 23:45:12,709 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5258 +[2025-02-26 23:45:12,740 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.9656 +[2025-02-26 23:45:12,770 INFO hook.py line 289 3738285] Test: [51/78] Loss 2.6021 +[2025-02-26 23:45:12,806 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.5493 +[2025-02-26 23:45:12,831 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.9889 +[2025-02-26 23:45:12,865 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.5991 +[2025-02-26 23:45:12,900 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.3540 +[2025-02-26 23:45:12,940 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.0959 +[2025-02-26 23:45:12,972 INFO hook.py line 289 3738285] Test: [57/78] Loss 1.9216 +[2025-02-26 23:45:12,998 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.8129 +[2025-02-26 23:45:13,036 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.5546 +[2025-02-26 23:45:13,069 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.9910 +[2025-02-26 23:45:13,094 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3906 +[2025-02-26 23:45:13,127 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3036 +[2025-02-26 23:45:13,162 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1276 +[2025-02-26 23:45:13,215 INFO hook.py line 289 3738285] Test: [64/78] Loss 3.1273 +[2025-02-26 23:45:13,243 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.6266 +[2025-02-26 23:45:13,282 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.6668 +[2025-02-26 23:45:13,319 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.9237 +[2025-02-26 23:45:13,351 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1732 +[2025-02-26 23:45:13,380 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3578 +[2025-02-26 23:45:13,435 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2661 +[2025-02-26 23:45:13,476 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3981 +[2025-02-26 23:45:13,526 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4620 +[2025-02-26 23:45:13,573 INFO hook.py line 289 3738285] Test: [73/78] Loss 2.6709 +[2025-02-26 23:45:13,612 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.6657 +[2025-02-26 23:45:13,661 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8660 +[2025-02-26 23:45:13,688 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.1362 +[2025-02-26 23:45:13,741 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.3251 +[2025-02-26 23:45:13,769 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8680 +[2025-02-26 23:45:15,150 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:45:15,150 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:45:15,151 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:45:15,151 INFO hook.py line 232 3738285] wall : 0.6989 0.8402 +[2025-02-26 23:45:15,151 INFO hook.py line 232 3738285] floor : 0.9472 0.9803 +[2025-02-26 23:45:15,151 INFO hook.py line 232 3738285] cabinet : 0.3421 0.3932 +[2025-02-26 23:45:15,151 INFO hook.py line 232 3738285] bed : 0.5077 0.7837 +[2025-02-26 23:45:15,151 INFO hook.py line 232 3738285] chair : 0.7258 0.8910 +[2025-02-26 23:45:15,151 INFO hook.py line 232 3738285] sofa : 0.4058 0.4326 +[2025-02-26 23:45:15,151 INFO hook.py line 232 3738285] table : 0.5061 0.8276 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] door : 0.3647 0.7052 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] window : 0.4021 0.6804 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] bookshelf : 0.2618 0.2992 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] picture : 0.2506 0.3980 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] counter : 0.4360 0.7013 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] desk : 0.1920 0.2568 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] curtain : 0.3082 0.3507 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] refridgerator : 0.1881 0.3625 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] shower curtain : 0.3129 0.3882 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] toilet : 0.6503 0.6547 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] sink : 0.2613 0.2718 +[2025-02-26 23:45:15,152 INFO hook.py line 232 3738285] bathtub : 0.7083 0.7864 +[2025-02-26 23:45:15,153 INFO hook.py line 232 3738285] otherfurniture : 0.1452 0.1603 +[2025-02-26 23:45:15,153 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:45:15,153 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4308/0.5582/0.7691. +[2025-02-26 23:45:15,154 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:45:15,159 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.4308 +[2025-02-26 23:45:15,159 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4308 +[2025-02-26 23:45:15,159 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:45:24,712 INFO misc.py line 135 3738285] Train result: loss: 0.6786 +[2025-02-26 23:45:24,776 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:45:43,530 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9593 +[2025-02-26 23:45:43,581 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.1752 +[2025-02-26 23:45:43,640 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.2739 +[2025-02-26 23:45:43,707 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.8503 +[2025-02-26 23:45:43,775 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.1115 +[2025-02-26 23:45:43,825 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7459 +[2025-02-26 23:45:43,894 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.9203 +[2025-02-26 23:45:43,939 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3724 +[2025-02-26 23:45:43,992 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.5590 +[2025-02-26 23:45:44,350 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.5391 +[2025-02-26 23:45:44,394 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.0858 +[2025-02-26 23:45:44,436 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0845 +[2025-02-26 23:45:44,489 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.7757 +[2025-02-26 23:45:44,526 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.0412 +[2025-02-26 23:45:44,561 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.6112 +[2025-02-26 23:45:44,606 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.0554 +[2025-02-26 23:45:44,642 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5167 +[2025-02-26 23:45:44,677 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4186 +[2025-02-26 23:45:44,718 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.5865 +[2025-02-26 23:45:44,754 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0794 +[2025-02-26 23:45:44,789 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4256 +[2025-02-26 23:45:44,826 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.0255 +[2025-02-26 23:45:44,853 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.6823 +[2025-02-26 23:45:44,896 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.1407 +[2025-02-26 23:45:44,934 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.3813 +[2025-02-26 23:45:44,975 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0670 +[2025-02-26 23:45:45,038 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.1704 +[2025-02-26 23:45:45,076 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.4274 +[2025-02-26 23:45:45,113 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3378 +[2025-02-26 23:45:45,167 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6132 +[2025-02-26 23:45:45,221 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6650 +[2025-02-26 23:45:45,254 INFO hook.py line 289 3738285] Test: [32/78] Loss 2.7416 +[2025-02-26 23:45:45,304 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.9091 +[2025-02-26 23:45:45,341 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.6074 +[2025-02-26 23:45:45,379 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.7491 +[2025-02-26 23:45:45,423 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1081 +[2025-02-26 23:45:45,466 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.7182 +[2025-02-26 23:45:45,502 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4227 +[2025-02-26 23:45:45,562 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.3954 +[2025-02-26 23:45:45,607 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.3081 +[2025-02-26 23:45:45,662 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.5094 +[2025-02-26 23:45:45,692 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.8584 +[2025-02-26 23:45:45,741 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8429 +[2025-02-26 23:45:45,797 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.8120 +[2025-02-26 23:45:45,830 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.4410 +[2025-02-26 23:45:45,876 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7152 +[2025-02-26 23:45:45,913 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.8522 +[2025-02-26 23:45:45,945 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.6104 +[2025-02-26 23:45:45,976 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.9227 +[2025-02-26 23:45:46,012 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1655 +[2025-02-26 23:45:46,049 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.2364 +[2025-02-26 23:45:46,086 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2819 +[2025-02-26 23:45:46,115 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.6994 +[2025-02-26 23:45:46,149 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.2389 +[2025-02-26 23:45:46,184 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0853 +[2025-02-26 23:45:46,222 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.9686 +[2025-02-26 23:45:46,253 INFO hook.py line 289 3738285] Test: [57/78] Loss 2.1098 +[2025-02-26 23:45:46,279 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.9774 +[2025-02-26 23:45:46,317 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3946 +[2025-02-26 23:45:46,350 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.7754 +[2025-02-26 23:45:46,374 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.8396 +[2025-02-26 23:45:46,407 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.1133 +[2025-02-26 23:45:46,441 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.4273 +[2025-02-26 23:45:46,495 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.6614 +[2025-02-26 23:45:46,523 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.3333 +[2025-02-26 23:45:46,562 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.7384 +[2025-02-26 23:45:46,599 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.5166 +[2025-02-26 23:45:46,631 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1231 +[2025-02-26 23:45:46,661 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3420 +[2025-02-26 23:45:46,716 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3077 +[2025-02-26 23:45:46,758 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.4439 +[2025-02-26 23:45:46,807 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6680 +[2025-02-26 23:45:46,854 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.8242 +[2025-02-26 23:45:46,894 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0809 +[2025-02-26 23:45:46,945 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8652 +[2025-02-26 23:45:46,973 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.0873 +[2025-02-26 23:45:47,026 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.8666 +[2025-02-26 23:45:47,051 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1484 +[2025-02-26 23:45:48,617 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:45:48,618 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:45:48,618 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] wall : 0.7282 0.8650 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] floor : 0.9484 0.9842 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] cabinet : 0.3759 0.5149 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] bed : 0.5695 0.7880 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] chair : 0.7441 0.8771 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] sofa : 0.4922 0.5953 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] table : 0.5275 0.7923 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] door : 0.3756 0.5976 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] window : 0.4076 0.5796 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] bookshelf : 0.3289 0.3662 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] picture : 0.2551 0.3493 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] counter : 0.5204 0.6739 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] desk : 0.2400 0.3345 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] curtain : 0.4286 0.4914 +[2025-02-26 23:45:48,618 INFO hook.py line 232 3738285] refridgerator : 0.1473 0.4767 +[2025-02-26 23:45:48,619 INFO hook.py line 232 3738285] shower curtain : 0.2393 0.2708 +[2025-02-26 23:45:48,619 INFO hook.py line 232 3738285] toilet : 0.6721 0.9247 +[2025-02-26 23:45:48,619 INFO hook.py line 232 3738285] sink : 0.3114 0.3352 +[2025-02-26 23:45:48,619 INFO hook.py line 232 3738285] bathtub : 0.7157 0.7768 +[2025-02-26 23:45:48,619 INFO hook.py line 232 3738285] otherfurniture : 0.2001 0.2508 +[2025-02-26 23:45:48,619 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:45:48,619 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4614/0.5922/0.7860. +[2025-02-26 23:45:48,619 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:45:48,621 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.4614 +[2025-02-26 23:45:48,621 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4614 +[2025-02-26 23:45:48,621 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:45:58,045 INFO misc.py line 135 3738285] Train result: loss: 0.6799 +[2025-02-26 23:45:58,112 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:46:11,296 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.1076 +[2025-02-26 23:46:12,019 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.9196 +[2025-02-26 23:46:12,056 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.4198 +[2025-02-26 23:46:12,105 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6662 +[2025-02-26 23:46:12,139 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.6910 +[2025-02-26 23:46:12,193 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4194 +[2025-02-26 23:46:12,238 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.9120 +[2025-02-26 23:46:12,264 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4163 +[2025-02-26 23:46:12,304 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4973 +[2025-02-26 23:46:12,339 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3574 +[2025-02-26 23:46:12,379 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.3331 +[2025-02-26 23:46:12,415 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.4181 +[2025-02-26 23:46:12,459 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.2612 +[2025-02-26 23:46:12,494 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0795 +[2025-02-26 23:46:12,527 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.8917 +[2025-02-26 23:46:12,578 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.6007 +[2025-02-26 23:46:12,617 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.7197 +[2025-02-26 23:46:12,648 INFO hook.py line 289 3738285] Test: [18/78] Loss 2.6259 +[2025-02-26 23:46:12,689 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.3034 +[2025-02-26 23:46:12,722 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8539 +[2025-02-26 23:46:12,755 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3763 +[2025-02-26 23:46:12,790 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2106 +[2025-02-26 23:46:12,817 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.5069 +[2025-02-26 23:46:12,859 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.2108 +[2025-02-26 23:46:12,900 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.0583 +[2025-02-26 23:46:12,955 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0905 +[2025-02-26 23:46:13,018 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.5402 +[2025-02-26 23:46:13,090 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.0768 +[2025-02-26 23:46:13,153 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3805 +[2025-02-26 23:46:13,211 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.8875 +[2025-02-26 23:46:13,293 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.0427 +[2025-02-26 23:46:13,349 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4431 +[2025-02-26 23:46:13,420 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.9907 +[2025-02-26 23:46:13,498 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.5338 +[2025-02-26 23:46:13,583 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0775 +[2025-02-26 23:46:13,658 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2585 +[2025-02-26 23:46:13,743 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.0435 +[2025-02-26 23:46:13,806 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3998 +[2025-02-26 23:46:13,871 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.9283 +[2025-02-26 23:46:13,919 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.3414 +[2025-02-26 23:46:13,970 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.5217 +[2025-02-26 23:46:14,000 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1575 +[2025-02-26 23:46:14,041 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.2548 +[2025-02-26 23:46:14,102 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.7778 +[2025-02-26 23:46:14,143 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.1546 +[2025-02-26 23:46:14,196 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6798 +[2025-02-26 23:46:14,239 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.9211 +[2025-02-26 23:46:14,280 INFO hook.py line 289 3738285] Test: [48/78] Loss 0.9638 +[2025-02-26 23:46:14,321 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.0366 +[2025-02-26 23:46:14,359 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.5617 +[2025-02-26 23:46:14,395 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.7525 +[2025-02-26 23:46:14,437 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.4342 +[2025-02-26 23:46:14,471 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.7019 +[2025-02-26 23:46:14,513 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1874 +[2025-02-26 23:46:14,558 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1176 +[2025-02-26 23:46:14,603 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.9144 +[2025-02-26 23:46:14,641 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7866 +[2025-02-26 23:46:14,673 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7407 +[2025-02-26 23:46:14,713 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.0331 +[2025-02-26 23:46:14,752 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.7296 +[2025-02-26 23:46:14,784 INFO hook.py line 289 3738285] Test: [61/78] Loss 3.8100 +[2025-02-26 23:46:14,824 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4538 +[2025-02-26 23:46:14,858 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.3667 +[2025-02-26 23:46:14,917 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1846 +[2025-02-26 23:46:14,950 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.6218 +[2025-02-26 23:46:14,995 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.9055 +[2025-02-26 23:46:15,033 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3943 +[2025-02-26 23:46:15,071 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.4971 +[2025-02-26 23:46:15,107 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.4593 +[2025-02-26 23:46:15,167 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.0495 +[2025-02-26 23:46:15,214 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3362 +[2025-02-26 23:46:15,269 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6159 +[2025-02-26 23:46:15,323 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.7026 +[2025-02-26 23:46:15,370 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.3202 +[2025-02-26 23:46:15,426 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8216 +[2025-02-26 23:46:15,463 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9119 +[2025-02-26 23:46:15,516 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6358 +[2025-02-26 23:46:15,549 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9228 +[2025-02-26 23:46:17,179 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:46:17,180 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:46:17,180 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] wall : 0.7440 0.8992 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] floor : 0.9522 0.9807 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] cabinet : 0.3560 0.6364 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] bed : 0.5287 0.6192 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] chair : 0.7163 0.7568 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] sofa : 0.5575 0.9037 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] table : 0.5448 0.8147 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] door : 0.3288 0.3911 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] window : 0.4324 0.6185 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] bookshelf : 0.3126 0.3493 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] picture : 0.2608 0.4205 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] counter : 0.3827 0.7618 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] desk : 0.3014 0.5259 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] curtain : 0.3639 0.3940 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] refridgerator : 0.1659 0.4859 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] shower curtain : 0.1475 0.1555 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] toilet : 0.7555 0.8742 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] sink : 0.3256 0.3458 +[2025-02-26 23:46:17,180 INFO hook.py line 232 3738285] bathtub : 0.6928 0.7212 +[2025-02-26 23:46:17,181 INFO hook.py line 232 3738285] otherfurniture : 0.1779 0.2007 +[2025-02-26 23:46:17,181 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:46:17,181 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4524/0.5928/0.7858. +[2025-02-26 23:46:17,181 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:46:17,184 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4614 +[2025-02-26 23:46:17,184 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:46:26,435 INFO misc.py line 135 3738285] Train result: loss: 0.6821 +[2025-02-26 23:46:26,501 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:47:09,713 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8087 +[2025-02-26 23:47:09,856 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.1050 +[2025-02-26 23:47:09,918 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6185 +[2025-02-26 23:47:09,976 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7230 +[2025-02-26 23:47:10,018 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.0311 +[2025-02-26 23:47:10,081 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5625 +[2025-02-26 23:47:10,131 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.9155 +[2025-02-26 23:47:10,171 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3935 +[2025-02-26 23:47:10,220 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.2212 +[2025-02-26 23:47:10,265 INFO hook.py line 289 3738285] Test: [10/78] Loss 2.0435 +[2025-02-26 23:47:10,312 INFO hook.py line 289 3738285] Test: [11/78] Loss 0.9936 +[2025-02-26 23:47:10,352 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.7839 +[2025-02-26 23:47:10,415 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.1138 +[2025-02-26 23:47:10,453 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.9269 +[2025-02-26 23:47:16,759 INFO hook.py line 289 3738285] Test: [15/78] Loss 1.9940 +[2025-02-26 23:47:17,267 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.8045 +[2025-02-26 23:47:17,302 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5014 +[2025-02-26 23:47:17,337 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4982 +[2025-02-26 23:47:17,379 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.6880 +[2025-02-26 23:47:17,414 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9714 +[2025-02-26 23:47:17,451 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3593 +[2025-02-26 23:47:17,493 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4877 +[2025-02-26 23:47:17,532 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.5386 +[2025-02-26 23:47:17,584 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.1038 +[2025-02-26 23:47:17,621 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.3035 +[2025-02-26 23:47:17,662 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.5800 +[2025-02-26 23:47:17,711 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8400 +[2025-02-26 23:47:17,748 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.0318 +[2025-02-26 23:47:17,779 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3389 +[2025-02-26 23:47:17,829 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.9063 +[2025-02-26 23:47:17,882 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.8258 +[2025-02-26 23:47:17,916 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.8653 +[2025-02-26 23:47:17,964 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.9595 +[2025-02-26 23:47:18,160 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1882 +[2025-02-26 23:47:18,195 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.7512 +[2025-02-26 23:47:18,229 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1657 +[2025-02-26 23:47:18,271 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.0282 +[2025-02-26 23:47:18,300 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3450 +[2025-02-26 23:47:18,359 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.9132 +[2025-02-26 23:47:18,402 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6979 +[2025-02-26 23:47:18,443 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.4927 +[2025-02-26 23:47:18,472 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.8932 +[2025-02-26 23:47:18,517 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8481 +[2025-02-26 23:47:18,574 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.7042 +[2025-02-26 23:47:18,608 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0294 +[2025-02-26 23:47:18,657 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7065 +[2025-02-26 23:47:18,692 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0910 +[2025-02-26 23:47:18,724 INFO hook.py line 289 3738285] Test: [48/78] Loss 0.8769 +[2025-02-26 23:47:18,755 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5321 +[2025-02-26 23:47:18,786 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.9890 +[2025-02-26 23:47:18,814 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.2741 +[2025-02-26 23:47:18,846 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2903 +[2025-02-26 23:47:18,871 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.6367 +[2025-02-26 23:47:18,905 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.8048 +[2025-02-26 23:47:18,940 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.2380 +[2025-02-26 23:47:18,979 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.9728 +[2025-02-26 23:47:19,011 INFO hook.py line 289 3738285] Test: [57/78] Loss 1.1441 +[2025-02-26 23:47:19,037 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.8490 +[2025-02-26 23:47:19,074 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2364 +[2025-02-26 23:47:19,105 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4758 +[2025-02-26 23:47:19,129 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.1599 +[2025-02-26 23:47:19,162 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.5152 +[2025-02-26 23:47:19,196 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.5331 +[2025-02-26 23:47:19,250 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.2938 +[2025-02-26 23:47:19,277 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.3829 +[2025-02-26 23:47:19,316 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.1072 +[2025-02-26 23:47:19,352 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.2747 +[2025-02-26 23:47:19,384 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9957 +[2025-02-26 23:47:19,413 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3493 +[2025-02-26 23:47:19,467 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.4052 +[2025-02-26 23:47:19,507 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2073 +[2025-02-26 23:47:19,556 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.7059 +[2025-02-26 23:47:19,603 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.9898 +[2025-02-26 23:47:19,654 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8850 +[2025-02-26 23:47:19,709 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.6578 +[2025-02-26 23:47:19,737 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9344 +[2025-02-26 23:47:19,793 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.0053 +[2025-02-26 23:47:19,819 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2726 +[2025-02-26 23:47:21,343 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:47:21,346 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:47:21,346 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:47:21,347 INFO hook.py line 232 3738285] wall : 0.7353 0.8432 +[2025-02-26 23:47:21,347 INFO hook.py line 232 3738285] floor : 0.9459 0.9826 +[2025-02-26 23:47:21,348 INFO hook.py line 232 3738285] cabinet : 0.3335 0.4092 +[2025-02-26 23:47:21,348 INFO hook.py line 232 3738285] bed : 0.5009 0.8174 +[2025-02-26 23:47:21,348 INFO hook.py line 232 3738285] chair : 0.7190 0.7881 +[2025-02-26 23:47:21,349 INFO hook.py line 232 3738285] sofa : 0.5466 0.8732 +[2025-02-26 23:47:21,349 INFO hook.py line 232 3738285] table : 0.5756 0.7279 +[2025-02-26 23:47:21,349 INFO hook.py line 232 3738285] door : 0.3876 0.7121 +[2025-02-26 23:47:21,349 INFO hook.py line 232 3738285] window : 0.4148 0.6128 +[2025-02-26 23:47:21,350 INFO hook.py line 232 3738285] bookshelf : 0.4118 0.5550 +[2025-02-26 23:47:21,350 INFO hook.py line 232 3738285] picture : 0.2594 0.3899 +[2025-02-26 23:47:21,350 INFO hook.py line 232 3738285] counter : 0.3792 0.4265 +[2025-02-26 23:47:21,350 INFO hook.py line 232 3738285] desk : 0.2928 0.4531 +[2025-02-26 23:47:21,351 INFO hook.py line 232 3738285] curtain : 0.3889 0.5513 +[2025-02-26 23:47:21,351 INFO hook.py line 232 3738285] refridgerator : 0.1806 0.2589 +[2025-02-26 23:47:21,351 INFO hook.py line 232 3738285] shower curtain : 0.2648 0.3697 +[2025-02-26 23:47:21,351 INFO hook.py line 232 3738285] toilet : 0.7330 0.8050 +[2025-02-26 23:47:21,351 INFO hook.py line 232 3738285] sink : 0.3365 0.3688 +[2025-02-26 23:47:21,352 INFO hook.py line 232 3738285] bathtub : 0.6487 0.8832 +[2025-02-26 23:47:21,352 INFO hook.py line 232 3738285] otherfurniture : 0.2093 0.2776 +[2025-02-26 23:47:21,354 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:47:21,355 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4632/0.6053/0.7855. +[2025-02-26 23:47:21,355 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:47:21,361 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.4632 +[2025-02-26 23:47:21,361 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4632 +[2025-02-26 23:47:21,362 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:47:31,152 INFO misc.py line 135 3738285] Train result: loss: 0.6360 +[2025-02-26 23:47:31,243 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:47:50,110 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0984 +[2025-02-26 23:47:50,554 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7904 +[2025-02-26 23:47:50,608 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.7486 +[2025-02-26 23:47:50,677 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6541 +[2025-02-26 23:47:50,721 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.5094 +[2025-02-26 23:47:50,772 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.1401 +[2025-02-26 23:47:50,826 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.7006 +[2025-02-26 23:47:50,875 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4856 +[2025-02-26 23:47:50,960 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.5163 +[2025-02-26 23:47:51,007 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.0745 +[2025-02-26 23:47:51,062 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.3404 +[2025-02-26 23:47:51,105 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8440 +[2025-02-26 23:47:51,204 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.2356 +[2025-02-26 23:47:51,474 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.9494 +[2025-02-26 23:47:51,516 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4300 +[2025-02-26 23:47:51,566 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6716 +[2025-02-26 23:47:51,602 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6276 +[2025-02-26 23:47:51,645 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.1877 +[2025-02-26 23:47:51,692 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.5249 +[2025-02-26 23:47:51,733 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8355 +[2025-02-26 23:47:51,777 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4116 +[2025-02-26 23:47:51,822 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1111 +[2025-02-26 23:47:51,863 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.5747 +[2025-02-26 23:47:51,914 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.3114 +[2025-02-26 23:47:51,953 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.2985 +[2025-02-26 23:47:52,003 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.3405 +[2025-02-26 23:47:52,051 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.5362 +[2025-02-26 23:47:52,084 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7364 +[2025-02-26 23:47:52,114 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3942 +[2025-02-26 23:47:52,164 INFO hook.py line 289 3738285] Test: [30/78] Loss 2.1821 +[2025-02-26 23:47:52,217 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.0108 +[2025-02-26 23:47:52,250 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.9556 +[2025-02-26 23:47:52,301 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6168 +[2025-02-26 23:47:52,337 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1305 +[2025-02-26 23:47:52,373 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.1968 +[2025-02-26 23:47:52,412 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2443 +[2025-02-26 23:47:52,456 INFO hook.py line 289 3738285] Test: [37/78] Loss 2.2638 +[2025-02-26 23:47:52,486 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4168 +[2025-02-26 23:47:52,544 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7906 +[2025-02-26 23:47:52,586 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6395 +[2025-02-26 23:47:52,628 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.5588 +[2025-02-26 23:47:52,666 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.2452 +[2025-02-26 23:47:52,700 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0811 +[2025-02-26 23:47:52,752 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6238 +[2025-02-26 23:47:52,788 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9983 +[2025-02-26 23:47:52,835 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7936 +[2025-02-26 23:47:52,874 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0801 +[2025-02-26 23:47:52,904 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2164 +[2025-02-26 23:47:52,935 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.4354 +[2025-02-26 23:47:52,967 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1041 +[2025-02-26 23:47:52,994 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9063 +[2025-02-26 23:47:53,027 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.1096 +[2025-02-26 23:47:53,052 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.3610 +[2025-02-26 23:47:53,086 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.6340 +[2025-02-26 23:47:53,121 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0901 +[2025-02-26 23:47:53,159 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.0006 +[2025-02-26 23:47:53,189 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7536 +[2025-02-26 23:47:53,215 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.9169 +[2025-02-26 23:47:53,252 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2194 +[2025-02-26 23:47:53,283 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.6455 +[2025-02-26 23:47:53,306 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5974 +[2025-02-26 23:47:53,338 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4417 +[2025-02-26 23:47:53,373 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.4481 +[2025-02-26 23:47:53,426 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.2405 +[2025-02-26 23:47:53,453 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.4351 +[2025-02-26 23:47:53,493 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.9259 +[2025-02-26 23:47:53,529 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.9399 +[2025-02-26 23:47:53,562 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1406 +[2025-02-26 23:47:53,590 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.4073 +[2025-02-26 23:47:53,644 INFO hook.py line 289 3738285] Test: [70/78] Loss 0.9465 +[2025-02-26 23:47:53,685 INFO hook.py line 289 3738285] Test: [71/78] Loss 3.2091 +[2025-02-26 23:47:53,734 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5415 +[2025-02-26 23:47:53,781 INFO hook.py line 289 3738285] Test: [73/78] Loss 2.0037 +[2025-02-26 23:47:53,820 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.5756 +[2025-02-26 23:47:53,868 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7591 +[2025-02-26 23:47:53,897 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.5198 +[2025-02-26 23:47:53,950 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.9865 +[2025-02-26 23:47:53,976 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9520 +[2025-02-26 23:47:55,419 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:47:55,420 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:47:55,421 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:47:55,421 INFO hook.py line 232 3738285] wall : 0.7453 0.9004 +[2025-02-26 23:47:55,421 INFO hook.py line 232 3738285] floor : 0.9465 0.9861 +[2025-02-26 23:47:55,421 INFO hook.py line 232 3738285] cabinet : 0.3348 0.7340 +[2025-02-26 23:47:55,422 INFO hook.py line 232 3738285] bed : 0.5898 0.7084 +[2025-02-26 23:47:55,422 INFO hook.py line 232 3738285] chair : 0.7448 0.7898 +[2025-02-26 23:47:55,422 INFO hook.py line 232 3738285] sofa : 0.5956 0.7647 +[2025-02-26 23:47:55,422 INFO hook.py line 232 3738285] table : 0.5420 0.7559 +[2025-02-26 23:47:55,422 INFO hook.py line 232 3738285] door : 0.4109 0.5595 +[2025-02-26 23:47:55,422 INFO hook.py line 232 3738285] window : 0.4368 0.6059 +[2025-02-26 23:47:55,422 INFO hook.py line 232 3738285] bookshelf : 0.0924 0.0946 +[2025-02-26 23:47:55,423 INFO hook.py line 232 3738285] picture : 0.2544 0.2970 +[2025-02-26 23:47:55,423 INFO hook.py line 232 3738285] counter : 0.4070 0.6021 +[2025-02-26 23:47:55,423 INFO hook.py line 232 3738285] desk : 0.3260 0.5150 +[2025-02-26 23:47:55,423 INFO hook.py line 232 3738285] curtain : 0.4342 0.4992 +[2025-02-26 23:47:55,423 INFO hook.py line 232 3738285] refridgerator : 0.2043 0.3169 +[2025-02-26 23:47:55,423 INFO hook.py line 232 3738285] shower curtain : 0.0727 0.0738 +[2025-02-26 23:47:55,423 INFO hook.py line 232 3738285] toilet : 0.6446 0.6526 +[2025-02-26 23:47:55,423 INFO hook.py line 232 3738285] sink : 0.3691 0.4321 +[2025-02-26 23:47:55,423 INFO hook.py line 232 3738285] bathtub : 0.6923 0.8503 +[2025-02-26 23:47:55,424 INFO hook.py line 232 3738285] otherfurniture : 0.1877 0.2143 +[2025-02-26 23:47:55,424 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:47:55,424 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4516/0.5676/0.7894. +[2025-02-26 23:47:55,425 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:47:55,427 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4632 +[2025-02-26 23:47:55,427 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:48:04,539 INFO misc.py line 135 3738285] Train result: loss: 0.6040 +[2025-02-26 23:48:04,600 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:48:23,863 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.2268 +[2025-02-26 23:48:23,971 INFO hook.py line 289 3738285] Test: [2/78] Loss 1.3540 +[2025-02-26 23:48:24,240 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.9233 +[2025-02-26 23:48:24,322 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.8860 +[2025-02-26 23:48:24,366 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.0381 +[2025-02-26 23:48:24,420 INFO hook.py line 289 3738285] Test: [6/78] Loss 2.0952 +[2025-02-26 23:48:24,478 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.8158 +[2025-02-26 23:48:24,514 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5196 +[2025-02-26 23:48:24,556 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.5310 +[2025-02-26 23:48:24,595 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.9536 +[2025-02-26 23:48:24,752 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.6502 +[2025-02-26 23:48:24,792 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1667 +[2025-02-26 23:48:24,838 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.3502 +[2025-02-26 23:48:24,875 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.9921 +[2025-02-26 23:48:25,098 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5820 +[2025-02-26 23:48:25,141 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6183 +[2025-02-26 23:48:25,179 INFO hook.py line 289 3738285] Test: [17/78] Loss 2.0082 +[2025-02-26 23:48:25,215 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.7747 +[2025-02-26 23:48:25,259 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.2490 +[2025-02-26 23:48:25,301 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.1343 +[2025-02-26 23:48:25,344 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4503 +[2025-02-26 23:48:25,393 INFO hook.py line 289 3738285] Test: [22/78] Loss 1.9874 +[2025-02-26 23:48:25,423 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.4301 +[2025-02-26 23:48:25,470 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.2580 +[2025-02-26 23:48:25,510 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8333 +[2025-02-26 23:48:25,555 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.2277 +[2025-02-26 23:48:25,612 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.3124 +[2025-02-26 23:48:25,656 INFO hook.py line 289 3738285] Test: [28/78] Loss 2.8384 +[2025-02-26 23:48:25,684 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.4107 +[2025-02-26 23:48:25,738 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.8844 +[2025-02-26 23:48:25,791 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.2143 +[2025-02-26 23:48:25,824 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.1041 +[2025-02-26 23:48:25,873 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.3123 +[2025-02-26 23:48:25,912 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1767 +[2025-02-26 23:48:25,948 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.3314 +[2025-02-26 23:48:25,987 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2986 +[2025-02-26 23:48:26,026 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.9394 +[2025-02-26 23:48:26,064 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4639 +[2025-02-26 23:48:26,125 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.2866 +[2025-02-26 23:48:26,169 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4626 +[2025-02-26 23:48:26,210 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.0439 +[2025-02-26 23:48:26,248 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.9764 +[2025-02-26 23:48:26,285 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.3901 +[2025-02-26 23:48:26,336 INFO hook.py line 289 3738285] Test: [44/78] Loss 1.0357 +[2025-02-26 23:48:26,375 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.4032 +[2025-02-26 23:48:26,424 INFO hook.py line 289 3738285] Test: [46/78] Loss 1.1089 +[2025-02-26 23:48:26,460 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.4157 +[2025-02-26 23:48:26,491 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.3800 +[2025-02-26 23:48:26,522 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.6225 +[2025-02-26 23:48:26,551 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.4353 +[2025-02-26 23:48:26,578 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8319 +[2025-02-26 23:48:26,609 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2385 +[2025-02-26 23:48:26,634 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.4549 +[2025-02-26 23:48:26,667 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1059 +[2025-02-26 23:48:26,703 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0760 +[2025-02-26 23:48:26,742 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.4489 +[2025-02-26 23:48:26,772 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7007 +[2025-02-26 23:48:26,797 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7851 +[2025-02-26 23:48:26,835 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2173 +[2025-02-26 23:48:26,868 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.8893 +[2025-02-26 23:48:26,892 INFO hook.py line 289 3738285] Test: [61/78] Loss 3.9103 +[2025-02-26 23:48:26,925 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.8442 +[2025-02-26 23:48:26,961 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.3510 +[2025-02-26 23:48:27,015 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.3784 +[2025-02-26 23:48:27,042 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0152 +[2025-02-26 23:48:27,081 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.0430 +[2025-02-26 23:48:27,118 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.9606 +[2025-02-26 23:48:27,150 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.3015 +[2025-02-26 23:48:27,179 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3090 +[2025-02-26 23:48:27,233 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3288 +[2025-02-26 23:48:27,274 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1985 +[2025-02-26 23:48:27,323 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5463 +[2025-02-26 23:48:27,370 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.6748 +[2025-02-26 23:48:27,410 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9675 +[2025-02-26 23:48:27,458 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.1402 +[2025-02-26 23:48:27,485 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.3391 +[2025-02-26 23:48:27,539 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4587 +[2025-02-26 23:48:27,564 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0425 +[2025-02-26 23:48:29,000 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:48:29,000 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:48:29,000 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] wall : 0.7099 0.9529 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] floor : 0.9521 0.9828 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] cabinet : 0.3400 0.4490 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] bed : 0.5553 0.7492 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] chair : 0.7111 0.7438 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] sofa : 0.4945 0.6303 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] table : 0.5323 0.7789 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] door : 0.3796 0.5309 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] window : 0.4015 0.4801 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] bookshelf : 0.2524 0.2693 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] picture : 0.2646 0.3984 +[2025-02-26 23:48:29,000 INFO hook.py line 232 3738285] counter : 0.4261 0.5747 +[2025-02-26 23:48:29,001 INFO hook.py line 232 3738285] desk : 0.3131 0.5532 +[2025-02-26 23:48:29,001 INFO hook.py line 232 3738285] curtain : 0.4945 0.5456 +[2025-02-26 23:48:29,001 INFO hook.py line 232 3738285] refridgerator : 0.1711 0.1995 +[2025-02-26 23:48:29,001 INFO hook.py line 232 3738285] shower curtain : 0.0486 0.0506 +[2025-02-26 23:48:29,001 INFO hook.py line 232 3738285] toilet : 0.5081 0.5137 +[2025-02-26 23:48:29,001 INFO hook.py line 232 3738285] sink : 0.2096 0.2126 +[2025-02-26 23:48:29,001 INFO hook.py line 232 3738285] bathtub : 0.6115 0.6205 +[2025-02-26 23:48:29,001 INFO hook.py line 232 3738285] otherfurniture : 0.1521 0.1668 +[2025-02-26 23:48:29,001 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:48:29,001 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4264/0.5201/0.7853. +[2025-02-26 23:48:29,001 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:48:29,005 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4632 +[2025-02-26 23:48:29,005 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:48:37,991 INFO misc.py line 135 3738285] Train result: loss: 0.4878 +[2025-02-26 23:48:38,072 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:48:56,961 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.7376 +[2025-02-26 23:48:57,552 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.9631 +[2025-02-26 23:48:57,604 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.1662 +[2025-02-26 23:48:57,674 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7963 +[2025-02-26 23:48:57,721 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.9810 +[2025-02-26 23:48:58,012 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.8679 +[2025-02-26 23:48:58,060 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.8077 +[2025-02-26 23:48:58,091 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4340 +[2025-02-26 23:48:58,338 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.7182 +[2025-02-26 23:48:58,378 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.6767 +[2025-02-26 23:48:58,422 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.6780 +[2025-02-26 23:48:58,467 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.7837 +[2025-02-26 23:48:58,512 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.9335 +[2025-02-26 23:48:58,550 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.6249 +[2025-02-26 23:48:58,586 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3563 +[2025-02-26 23:48:58,634 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.0603 +[2025-02-26 23:48:58,670 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5978 +[2025-02-26 23:48:58,710 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4697 +[2025-02-26 23:48:58,751 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1079 +[2025-02-26 23:48:58,785 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0006 +[2025-02-26 23:48:58,820 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3996 +[2025-02-26 23:48:58,875 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3047 +[2025-02-26 23:48:58,910 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.4978 +[2025-02-26 23:48:58,952 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.3370 +[2025-02-26 23:48:59,007 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.5301 +[2025-02-26 23:48:59,053 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0850 +[2025-02-26 23:48:59,102 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9429 +[2025-02-26 23:48:59,135 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3122 +[2025-02-26 23:48:59,167 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3754 +[2025-02-26 23:48:59,217 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5174 +[2025-02-26 23:48:59,270 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.0633 +[2025-02-26 23:48:59,314 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.9240 +[2025-02-26 23:48:59,365 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.8299 +[2025-02-26 23:48:59,403 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.4687 +[2025-02-26 23:48:59,442 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.1091 +[2025-02-26 23:48:59,489 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2243 +[2025-02-26 23:48:59,527 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.6810 +[2025-02-26 23:48:59,563 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4219 +[2025-02-26 23:48:59,626 INFO hook.py line 289 3738285] Test: [39/78] Loss 3.1174 +[2025-02-26 23:48:59,668 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4530 +[2025-02-26 23:48:59,709 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3930 +[2025-02-26 23:48:59,736 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.4731 +[2025-02-26 23:48:59,769 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.4499 +[2025-02-26 23:48:59,825 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6504 +[2025-02-26 23:48:59,859 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.3052 +[2025-02-26 23:48:59,905 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7161 +[2025-02-26 23:48:59,942 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2855 +[2025-02-26 23:48:59,973 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.3734 +[2025-02-26 23:49:00,004 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.7225 +[2025-02-26 23:49:00,036 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.8861 +[2025-02-26 23:49:00,064 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0259 +[2025-02-26 23:49:00,096 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2895 +[2025-02-26 23:49:00,121 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1655 +[2025-02-26 23:49:00,155 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.2178 +[2025-02-26 23:49:00,191 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0858 +[2025-02-26 23:49:00,229 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.8027 +[2025-02-26 23:49:00,260 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7734 +[2025-02-26 23:49:00,285 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.9169 +[2025-02-26 23:49:00,322 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3064 +[2025-02-26 23:49:00,355 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5533 +[2025-02-26 23:49:00,379 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.1489 +[2025-02-26 23:49:00,411 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4511 +[2025-02-26 23:49:00,447 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0727 +[2025-02-26 23:49:00,500 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9207 +[2025-02-26 23:49:00,527 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.4125 +[2025-02-26 23:49:00,565 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6858 +[2025-02-26 23:49:00,602 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.5744 +[2025-02-26 23:49:00,634 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.6111 +[2025-02-26 23:49:00,662 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.2631 +[2025-02-26 23:49:00,717 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2005 +[2025-02-26 23:49:00,757 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.8936 +[2025-02-26 23:49:00,806 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4940 +[2025-02-26 23:49:00,853 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4044 +[2025-02-26 23:49:00,893 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0067 +[2025-02-26 23:49:00,942 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8922 +[2025-02-26 23:49:00,970 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.2015 +[2025-02-26 23:49:01,023 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.8341 +[2025-02-26 23:49:01,050 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1629 +[2025-02-26 23:49:02,518 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:49:02,519 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:49:02,519 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] wall : 0.7378 0.9508 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] floor : 0.9459 0.9897 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] cabinet : 0.3699 0.6192 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] bed : 0.4748 0.8452 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] chair : 0.7212 0.7499 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] sofa : 0.5349 0.7468 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] table : 0.5536 0.7508 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] door : 0.3862 0.4466 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] window : 0.3850 0.4785 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] bookshelf : 0.1664 0.1709 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] picture : 0.2737 0.3144 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] counter : 0.3482 0.7347 +[2025-02-26 23:49:02,519 INFO hook.py line 232 3738285] desk : 0.3250 0.4133 +[2025-02-26 23:49:02,520 INFO hook.py line 232 3738285] curtain : 0.4578 0.5242 +[2025-02-26 23:49:02,520 INFO hook.py line 232 3738285] refridgerator : 0.0980 0.1014 +[2025-02-26 23:49:02,520 INFO hook.py line 232 3738285] shower curtain : 0.1927 0.2076 +[2025-02-26 23:49:02,520 INFO hook.py line 232 3738285] toilet : 0.6110 0.7970 +[2025-02-26 23:49:02,520 INFO hook.py line 232 3738285] sink : 0.2881 0.3061 +[2025-02-26 23:49:02,520 INFO hook.py line 232 3738285] bathtub : 0.6184 0.6669 +[2025-02-26 23:49:02,520 INFO hook.py line 232 3738285] otherfurniture : 0.1675 0.1807 +[2025-02-26 23:49:02,520 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:49:02,520 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4328/0.5497/0.7907. +[2025-02-26 23:49:02,522 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:49:02,528 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4632 +[2025-02-26 23:49:02,529 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:49:11,677 INFO misc.py line 135 3738285] Train result: loss: 0.5176 +[2025-02-26 23:49:11,741 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:49:31,190 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0716 +[2025-02-26 23:49:31,243 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.8942 +[2025-02-26 23:49:31,289 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.0022 +[2025-02-26 23:49:31,336 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.9570 +[2025-02-26 23:49:31,384 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.2183 +[2025-02-26 23:49:31,434 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6887 +[2025-02-26 23:49:31,484 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.8590 +[2025-02-26 23:49:31,516 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4996 +[2025-02-26 23:49:31,559 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.7280 +[2025-02-26 23:49:31,594 INFO hook.py line 289 3738285] Test: [10/78] Loss 2.4637 +[2025-02-26 23:49:31,644 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.6785 +[2025-02-26 23:49:31,685 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1345 +[2025-02-26 23:49:31,739 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.4424 +[2025-02-26 23:49:31,777 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.7180 +[2025-02-26 23:49:31,817 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.6879 +[2025-02-26 23:49:31,864 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.8648 +[2025-02-26 23:49:31,901 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4699 +[2025-02-26 23:49:31,935 INFO hook.py line 289 3738285] Test: [18/78] Loss 2.1325 +[2025-02-26 23:49:31,977 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.3692 +[2025-02-26 23:49:32,009 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8206 +[2025-02-26 23:49:32,045 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3245 +[2025-02-26 23:49:32,083 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3582 +[2025-02-26 23:49:32,115 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.9919 +[2025-02-26 23:49:32,165 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.2150 +[2025-02-26 23:49:32,214 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.8548 +[2025-02-26 23:49:32,256 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1166 +[2025-02-26 23:49:32,308 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.1277 +[2025-02-26 23:49:32,341 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.4554 +[2025-02-26 23:49:32,371 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3252 +[2025-02-26 23:49:32,423 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5369 +[2025-02-26 23:49:32,479 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.0301 +[2025-02-26 23:49:32,512 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.3163 +[2025-02-26 23:49:32,561 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.9213 +[2025-02-26 23:49:32,599 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.4294 +[2025-02-26 23:49:32,635 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.7879 +[2025-02-26 23:49:32,675 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0491 +[2025-02-26 23:49:32,725 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4582 +[2025-02-26 23:49:32,767 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3294 +[2025-02-26 23:49:32,829 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.9598 +[2025-02-26 23:49:32,872 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5313 +[2025-02-26 23:49:32,920 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.1598 +[2025-02-26 23:49:32,964 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.2544 +[2025-02-26 23:49:33,011 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.1917 +[2025-02-26 23:49:33,063 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6003 +[2025-02-26 23:49:33,096 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.3547 +[2025-02-26 23:49:33,142 INFO hook.py line 289 3738285] Test: [46/78] Loss 1.1945 +[2025-02-26 23:49:33,180 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.4804 +[2025-02-26 23:49:33,213 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.7574 +[2025-02-26 23:49:33,246 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.8246 +[2025-02-26 23:49:33,285 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.6099 +[2025-02-26 23:49:33,317 INFO hook.py line 289 3738285] Test: [51/78] Loss 3.2211 +[2025-02-26 23:49:33,357 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.3236 +[2025-02-26 23:49:33,383 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.9269 +[2025-02-26 23:49:33,416 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0706 +[2025-02-26 23:49:33,451 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1437 +[2025-02-26 23:49:33,488 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7517 +[2025-02-26 23:49:33,519 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.8161 +[2025-02-26 23:49:33,544 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.9194 +[2025-02-26 23:49:33,581 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3083 +[2025-02-26 23:49:33,618 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5422 +[2025-02-26 23:49:33,644 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2964 +[2025-02-26 23:49:33,678 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.6448 +[2025-02-26 23:49:33,718 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1758 +[2025-02-26 23:49:33,771 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1685 +[2025-02-26 23:49:33,804 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.5592 +[2025-02-26 23:49:33,844 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.1347 +[2025-02-26 23:49:33,881 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.5412 +[2025-02-26 23:49:33,913 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.6781 +[2025-02-26 23:49:33,941 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3744 +[2025-02-26 23:49:33,996 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.4583 +[2025-02-26 23:49:34,036 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.9907 +[2025-02-26 23:49:34,085 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4831 +[2025-02-26 23:49:34,133 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.2345 +[2025-02-26 23:49:34,172 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8332 +[2025-02-26 23:49:34,220 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.2691 +[2025-02-26 23:49:34,248 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.5708 +[2025-02-26 23:49:34,301 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5608 +[2025-02-26 23:49:34,339 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1464 +[2025-02-26 23:49:36,137 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:49:36,137 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:49:36,137 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] wall : 0.6951 0.9571 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] floor : 0.9483 0.9827 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] cabinet : 0.3703 0.5177 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] bed : 0.4789 0.8156 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] chair : 0.6869 0.7135 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] sofa : 0.5176 0.8410 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] table : 0.5761 0.7430 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] door : 0.3942 0.4785 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] window : 0.3231 0.3583 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] bookshelf : 0.2532 0.2686 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] picture : 0.2383 0.2646 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] counter : 0.2392 0.3168 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] desk : 0.3704 0.4857 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] curtain : 0.0259 0.0310 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] refridgerator : 0.2041 0.2382 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] shower curtain : 0.1040 0.1112 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] toilet : 0.6656 0.7486 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] sink : 0.2881 0.2986 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] bathtub : 0.5997 0.6219 +[2025-02-26 23:49:36,138 INFO hook.py line 232 3738285] otherfurniture : 0.1859 0.2207 +[2025-02-26 23:49:36,138 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:49:36,138 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4082/0.5007/0.7772. +[2025-02-26 23:49:36,139 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:49:36,146 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4632 +[2025-02-26 23:49:36,146 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:49:44,779 INFO misc.py line 135 3738285] Train result: loss: 0.6306 +[2025-02-26 23:49:44,858 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:49:57,830 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.1227 +[2025-02-26 23:49:58,282 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.8619 +[2025-02-26 23:49:58,315 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.8803 +[2025-02-26 23:49:58,367 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5961 +[2025-02-26 23:49:58,405 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.0054 +[2025-02-26 23:49:58,565 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.9797 +[2025-02-26 23:49:58,613 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6186 +[2025-02-26 23:49:58,650 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5243 +[2025-02-26 23:49:58,714 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.7918 +[2025-02-26 23:49:58,747 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4499 +[2025-02-26 23:49:58,796 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.5421 +[2025-02-26 23:49:58,826 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9882 +[2025-02-26 23:49:58,877 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.8423 +[2025-02-26 23:49:58,913 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.6609 +[2025-02-26 23:49:59,147 INFO hook.py line 289 3738285] Test: [15/78] Loss 1.9933 +[2025-02-26 23:49:59,188 INFO hook.py line 289 3738285] Test: [16/78] Loss 2.1974 +[2025-02-26 23:49:59,225 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5726 +[2025-02-26 23:49:59,258 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.1181 +[2025-02-26 23:49:59,301 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.5205 +[2025-02-26 23:49:59,334 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9572 +[2025-02-26 23:49:59,372 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3492 +[2025-02-26 23:49:59,407 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2159 +[2025-02-26 23:49:59,441 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.4282 +[2025-02-26 23:49:59,480 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.2905 +[2025-02-26 23:49:59,518 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.6245 +[2025-02-26 23:49:59,556 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0875 +[2025-02-26 23:49:59,603 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.5715 +[2025-02-26 23:49:59,633 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3679 +[2025-02-26 23:49:59,661 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.4435 +[2025-02-26 23:49:59,713 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.7754 +[2025-02-26 23:49:59,766 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.8590 +[2025-02-26 23:49:59,799 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.9091 +[2025-02-26 23:49:59,846 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.8496 +[2025-02-26 23:49:59,881 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.4351 +[2025-02-26 23:49:59,915 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0748 +[2025-02-26 23:49:59,959 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1034 +[2025-02-26 23:49:59,994 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.8774 +[2025-02-26 23:50:00,023 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.5025 +[2025-02-26 23:50:00,080 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.4053 +[2025-02-26 23:50:00,123 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.3846 +[2025-02-26 23:50:00,162 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.4395 +[2025-02-26 23:50:00,187 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.4253 +[2025-02-26 23:50:00,221 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0435 +[2025-02-26 23:50:00,275 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.8957 +[2025-02-26 23:50:00,306 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0993 +[2025-02-26 23:50:00,351 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6850 +[2025-02-26 23:50:00,386 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.6304 +[2025-02-26 23:50:00,415 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.4890 +[2025-02-26 23:50:00,444 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.3591 +[2025-02-26 23:50:00,472 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.4179 +[2025-02-26 23:50:00,499 INFO hook.py line 289 3738285] Test: [51/78] Loss 2.2818 +[2025-02-26 23:50:00,529 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.3548 +[2025-02-26 23:50:00,558 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1910 +[2025-02-26 23:50:00,595 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1811 +[2025-02-26 23:50:00,635 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1351 +[2025-02-26 23:50:00,681 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.8389 +[2025-02-26 23:50:00,724 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.8613 +[2025-02-26 23:50:00,775 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6991 +[2025-02-26 23:50:00,832 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.4122 +[2025-02-26 23:50:00,874 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5327 +[2025-02-26 23:50:00,926 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3259 +[2025-02-26 23:50:00,974 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3350 +[2025-02-26 23:50:01,014 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.6158 +[2025-02-26 23:50:01,081 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.6687 +[2025-02-26 23:50:01,164 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.8224 +[2025-02-26 23:50:01,252 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6325 +[2025-02-26 23:50:01,326 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.7962 +[2025-02-26 23:50:01,372 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.6104 +[2025-02-26 23:50:01,410 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.4083 +[2025-02-26 23:50:01,470 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.0999 +[2025-02-26 23:50:01,513 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.7701 +[2025-02-26 23:50:01,572 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.7307 +[2025-02-26 23:50:01,627 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.2687 +[2025-02-26 23:50:01,667 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0146 +[2025-02-26 23:50:01,715 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.0286 +[2025-02-26 23:50:01,753 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8218 +[2025-02-26 23:50:01,809 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.8579 +[2025-02-26 23:50:01,845 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1369 +[2025-02-26 23:50:03,446 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:50:03,447 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:50:03,447 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:50:03,448 INFO hook.py line 232 3738285] wall : 0.7346 0.9104 +[2025-02-26 23:50:03,448 INFO hook.py line 232 3738285] floor : 0.9384 0.9893 +[2025-02-26 23:50:03,448 INFO hook.py line 232 3738285] cabinet : 0.3369 0.6550 +[2025-02-26 23:50:03,448 INFO hook.py line 232 3738285] bed : 0.5828 0.6798 +[2025-02-26 23:50:03,448 INFO hook.py line 232 3738285] chair : 0.7326 0.7859 +[2025-02-26 23:50:03,449 INFO hook.py line 232 3738285] sofa : 0.6102 0.8024 +[2025-02-26 23:50:03,449 INFO hook.py line 232 3738285] table : 0.5229 0.5740 +[2025-02-26 23:50:03,449 INFO hook.py line 232 3738285] door : 0.3677 0.4527 +[2025-02-26 23:50:03,449 INFO hook.py line 232 3738285] window : 0.4089 0.6682 +[2025-02-26 23:50:03,449 INFO hook.py line 232 3738285] bookshelf : 0.0893 0.0898 +[2025-02-26 23:50:03,449 INFO hook.py line 232 3738285] picture : 0.2704 0.3477 +[2025-02-26 23:50:03,450 INFO hook.py line 232 3738285] counter : 0.3935 0.6843 +[2025-02-26 23:50:03,450 INFO hook.py line 232 3738285] desk : 0.3699 0.4943 +[2025-02-26 23:50:03,450 INFO hook.py line 232 3738285] curtain : 0.2326 0.4270 +[2025-02-26 23:50:03,450 INFO hook.py line 232 3738285] refridgerator : 0.1871 0.2665 +[2025-02-26 23:50:03,450 INFO hook.py line 232 3738285] shower curtain : 0.1893 0.2095 +[2025-02-26 23:50:03,451 INFO hook.py line 232 3738285] toilet : 0.6573 0.6745 +[2025-02-26 23:50:03,451 INFO hook.py line 232 3738285] sink : 0.3517 0.4370 +[2025-02-26 23:50:03,451 INFO hook.py line 232 3738285] bathtub : 0.6847 0.8665 +[2025-02-26 23:50:03,451 INFO hook.py line 232 3738285] otherfurniture : 0.2068 0.2628 +[2025-02-26 23:50:03,451 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:50:03,451 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4434/0.5639/0.7814. +[2025-02-26 23:50:03,452 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:50:03,453 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4632 +[2025-02-26 23:50:03,453 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:50:12,518 INFO misc.py line 135 3738285] Train result: loss: 0.5872 +[2025-02-26 23:50:12,602 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:50:55,037 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0894 +[2025-02-26 23:50:55,120 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.8391 +[2025-02-26 23:50:55,156 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.8946 +[2025-02-26 23:50:55,202 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5258 +[2025-02-26 23:50:55,239 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.5374 +[2025-02-26 23:50:55,294 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5984 +[2025-02-26 23:50:55,344 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.7091 +[2025-02-26 23:50:55,377 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3824 +[2025-02-26 23:50:55,421 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4151 +[2025-02-26 23:50:55,468 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.6287 +[2025-02-26 23:50:55,515 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.4132 +[2025-02-26 23:50:55,549 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9389 +[2025-02-26 23:50:55,595 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.9324 +[2025-02-26 23:50:55,635 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.3606 +[2025-02-26 23:50:55,674 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3525 +[2025-02-26 23:50:55,718 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.2508 +[2025-02-26 23:50:55,757 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.7205 +[2025-02-26 23:50:55,793 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3112 +[2025-02-26 23:50:55,839 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.3874 +[2025-02-26 23:50:55,876 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8375 +[2025-02-26 23:50:55,913 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3427 +[2025-02-26 23:50:55,965 INFO hook.py line 289 3738285] Test: [22/78] Loss 1.8942 +[2025-02-26 23:50:56,000 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.4366 +[2025-02-26 23:50:56,045 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9135 +[2025-02-26 23:50:56,084 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8590 +[2025-02-26 23:50:56,125 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0192 +[2025-02-26 23:50:56,171 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.3741 +[2025-02-26 23:50:56,203 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3663 +[2025-02-26 23:50:56,235 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3102 +[2025-02-26 23:50:56,285 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5491 +[2025-02-26 23:50:56,339 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.8329 +[2025-02-26 23:50:56,372 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.6659 +[2025-02-26 23:50:56,431 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.7301 +[2025-02-26 23:50:56,466 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0420 +[2025-02-26 23:50:56,499 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9659 +[2025-02-26 23:50:56,538 INFO hook.py line 289 3738285] Test: [36/78] Loss 0.7782 +[2025-02-26 23:50:56,573 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.8550 +[2025-02-26 23:50:56,616 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4668 +[2025-02-26 23:50:56,674 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.3791 +[2025-02-26 23:50:56,718 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5916 +[2025-02-26 23:50:56,757 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3327 +[2025-02-26 23:50:56,787 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.5974 +[2025-02-26 23:50:56,823 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.1570 +[2025-02-26 23:50:56,881 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.8880 +[2025-02-26 23:50:56,913 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0838 +[2025-02-26 23:50:56,957 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6655 +[2025-02-26 23:50:56,994 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.5956 +[2025-02-26 23:50:57,030 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.3730 +[2025-02-26 23:50:57,064 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.1486 +[2025-02-26 23:50:57,093 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0787 +[2025-02-26 23:50:57,122 INFO hook.py line 289 3738285] Test: [51/78] Loss 2.7258 +[2025-02-26 23:50:57,155 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.4530 +[2025-02-26 23:50:57,181 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0846 +[2025-02-26 23:50:57,215 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1863 +[2025-02-26 23:50:57,247 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0474 +[2025-02-26 23:50:57,286 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.9062 +[2025-02-26 23:50:57,317 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.9787 +[2025-02-26 23:50:57,342 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7674 +[2025-02-26 23:50:57,380 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2196 +[2025-02-26 23:50:57,427 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.7004 +[2025-02-26 23:50:57,492 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4170 +[2025-02-26 23:50:57,560 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3075 +[2025-02-26 23:50:57,624 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.2965 +[2025-02-26 23:50:57,690 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.8446 +[2025-02-26 23:50:57,734 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.4017 +[2025-02-26 23:50:57,783 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.9943 +[2025-02-26 23:50:57,858 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.0681 +[2025-02-26 23:50:57,940 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2055 +[2025-02-26 23:50:58,020 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.2930 +[2025-02-26 23:50:58,122 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1330 +[2025-02-26 23:50:58,192 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.4186 +[2025-02-26 23:50:58,251 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4689 +[2025-02-26 23:50:58,306 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4840 +[2025-02-26 23:50:58,348 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1656 +[2025-02-26 23:50:58,397 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8412 +[2025-02-26 23:50:58,425 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.2438 +[2025-02-26 23:50:58,480 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6976 +[2025-02-26 23:50:58,505 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8964 +[2025-02-26 23:51:01,117 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:51:01,118 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:51:01,118 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:51:01,118 INFO hook.py line 232 3738285] wall : 0.7515 0.9174 +[2025-02-26 23:51:01,118 INFO hook.py line 232 3738285] floor : 0.9488 0.9862 +[2025-02-26 23:51:01,118 INFO hook.py line 232 3738285] cabinet : 0.3950 0.5865 +[2025-02-26 23:51:01,118 INFO hook.py line 232 3738285] bed : 0.5937 0.7953 +[2025-02-26 23:51:01,118 INFO hook.py line 232 3738285] chair : 0.7840 0.8571 +[2025-02-26 23:51:01,118 INFO hook.py line 232 3738285] sofa : 0.6267 0.7958 +[2025-02-26 23:51:01,118 INFO hook.py line 232 3738285] table : 0.5639 0.7284 +[2025-02-26 23:51:01,118 INFO hook.py line 232 3738285] door : 0.3665 0.5844 +[2025-02-26 23:51:01,118 INFO hook.py line 232 3738285] window : 0.4311 0.5760 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] bookshelf : 0.1400 0.1429 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] picture : 0.2874 0.3535 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] counter : 0.4073 0.6327 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] desk : 0.3874 0.6600 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] curtain : 0.1612 0.1650 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] refridgerator : 0.2776 0.4533 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] shower curtain : 0.1600 0.1751 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] toilet : 0.7458 0.8042 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] sink : 0.3313 0.3574 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] bathtub : 0.6406 0.7518 +[2025-02-26 23:51:01,119 INFO hook.py line 232 3738285] otherfurniture : 0.2453 0.2956 +[2025-02-26 23:51:01,119 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:51:01,119 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4623/0.5809/0.7999. +[2025-02-26 23:51:01,120 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:51:01,126 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4632 +[2025-02-26 23:51:01,127 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:51:15,734 INFO misc.py line 135 3738285] Train result: loss: 0.5389 +[2025-02-26 23:51:15,806 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:51:34,959 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.2236 +[2025-02-26 23:51:35,262 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.8893 +[2025-02-26 23:51:35,324 INFO hook.py line 289 3738285] Test: [3/78] Loss 1.0065 +[2025-02-26 23:51:35,380 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7570 +[2025-02-26 23:51:35,424 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.9985 +[2025-02-26 23:51:35,487 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.8842 +[2025-02-26 23:51:35,572 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.9073 +[2025-02-26 23:51:35,608 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.7223 +[2025-02-26 23:51:35,664 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.5279 +[2025-02-26 23:51:35,711 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.6004 +[2025-02-26 23:51:35,767 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.6517 +[2025-02-26 23:51:35,815 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8309 +[2025-02-26 23:51:35,860 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.4872 +[2025-02-26 23:51:35,902 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.3291 +[2025-02-26 23:51:36,357 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4273 +[2025-02-26 23:51:36,401 INFO hook.py line 289 3738285] Test: [16/78] Loss 2.1097 +[2025-02-26 23:51:36,442 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4721 +[2025-02-26 23:51:36,484 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.6125 +[2025-02-26 23:51:36,530 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.3901 +[2025-02-26 23:51:36,564 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9815 +[2025-02-26 23:51:36,599 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3752 +[2025-02-26 23:51:36,638 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.0649 +[2025-02-26 23:51:36,667 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3265 +[2025-02-26 23:51:36,711 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.1212 +[2025-02-26 23:51:36,749 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.9945 +[2025-02-26 23:51:36,788 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1078 +[2025-02-26 23:51:36,841 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.2974 +[2025-02-26 23:51:36,874 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.8140 +[2025-02-26 23:51:36,904 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.4078 +[2025-02-26 23:51:36,955 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.7592 +[2025-02-26 23:51:37,010 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.8553 +[2025-02-26 23:51:37,043 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.2557 +[2025-02-26 23:51:37,092 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.0065 +[2025-02-26 23:51:37,129 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.2207 +[2025-02-26 23:51:37,165 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.7819 +[2025-02-26 23:51:37,202 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2535 +[2025-02-26 23:51:37,250 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.8068 +[2025-02-26 23:51:37,278 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4188 +[2025-02-26 23:51:37,337 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.0471 +[2025-02-26 23:51:37,387 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4783 +[2025-02-26 23:51:37,428 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2653 +[2025-02-26 23:51:37,465 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.6274 +[2025-02-26 23:51:37,507 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.1632 +[2025-02-26 23:51:37,562 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6524 +[2025-02-26 23:51:37,609 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.1420 +[2025-02-26 23:51:37,655 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7475 +[2025-02-26 23:51:37,691 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2864 +[2025-02-26 23:51:37,723 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.9375 +[2025-02-26 23:51:37,755 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.7570 +[2025-02-26 23:51:37,785 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2482 +[2025-02-26 23:51:37,819 INFO hook.py line 289 3738285] Test: [51/78] Loss 2.3412 +[2025-02-26 23:51:37,858 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2419 +[2025-02-26 23:51:37,893 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.8466 +[2025-02-26 23:51:37,928 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9670 +[2025-02-26 23:51:37,963 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0634 +[2025-02-26 23:51:38,002 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.8354 +[2025-02-26 23:51:38,034 INFO hook.py line 289 3738285] Test: [57/78] Loss 1.0574 +[2025-02-26 23:51:38,060 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7840 +[2025-02-26 23:51:38,096 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3999 +[2025-02-26 23:51:38,128 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5235 +[2025-02-26 23:51:38,152 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4557 +[2025-02-26 23:51:38,186 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2825 +[2025-02-26 23:51:38,220 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.2997 +[2025-02-26 23:51:38,274 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9272 +[2025-02-26 23:51:38,301 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.8139 +[2025-02-26 23:51:38,341 INFO hook.py line 289 3738285] Test: [66/78] Loss 1.0859 +[2025-02-26 23:51:38,377 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.0669 +[2025-02-26 23:51:38,409 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.4177 +[2025-02-26 23:51:38,437 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.2726 +[2025-02-26 23:51:38,492 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.4127 +[2025-02-26 23:51:38,532 INFO hook.py line 289 3738285] Test: [71/78] Loss 3.2717 +[2025-02-26 23:51:38,581 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6409 +[2025-02-26 23:51:38,630 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.1809 +[2025-02-26 23:51:38,669 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.7110 +[2025-02-26 23:51:38,717 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.0466 +[2025-02-26 23:51:38,751 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.2921 +[2025-02-26 23:51:38,804 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4791 +[2025-02-26 23:51:38,830 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9796 +[2025-02-26 23:51:40,299 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:51:40,299 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:51:40,300 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] wall : 0.7232 0.9478 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] floor : 0.9368 0.9895 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] cabinet : 0.3851 0.5239 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] bed : 0.5570 0.7926 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] chair : 0.7671 0.8186 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] sofa : 0.5477 0.6673 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] table : 0.6026 0.7319 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] door : 0.3935 0.5322 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] window : 0.3497 0.3921 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] bookshelf : 0.1557 0.1586 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] picture : 0.2536 0.2832 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] counter : 0.4330 0.5363 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] desk : 0.3082 0.3622 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] curtain : 0.1875 0.1940 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] refridgerator : 0.2630 0.3522 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] shower curtain : 0.1042 0.1120 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] toilet : 0.7019 0.8025 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] sink : 0.3371 0.4021 +[2025-02-26 23:51:40,300 INFO hook.py line 232 3738285] bathtub : 0.6222 0.7658 +[2025-02-26 23:51:40,301 INFO hook.py line 232 3738285] otherfurniture : 0.2440 0.3916 +[2025-02-26 23:51:40,301 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:51:40,301 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4437/0.5378/0.7911. +[2025-02-26 23:51:40,302 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:51:40,308 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4632 +[2025-02-26 23:51:40,309 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:51:49,480 INFO misc.py line 135 3738285] Train result: loss: 0.5570 +[2025-02-26 23:51:49,582 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:52:08,870 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.2617 +[2025-02-26 23:52:08,915 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6982 +[2025-02-26 23:52:08,957 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.9604 +[2025-02-26 23:52:09,013 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.8317 +[2025-02-26 23:52:09,047 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.6538 +[2025-02-26 23:52:09,181 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.9285 +[2025-02-26 23:52:09,229 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.8708 +[2025-02-26 23:52:09,255 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4518 +[2025-02-26 23:52:09,299 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3921 +[2025-02-26 23:52:09,351 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4121 +[2025-02-26 23:52:09,399 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.6637 +[2025-02-26 23:52:09,430 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1699 +[2025-02-26 23:52:09,475 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.1889 +[2025-02-26 23:52:09,515 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.7168 +[2025-02-26 23:52:09,552 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5197 +[2025-02-26 23:52:09,606 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.8184 +[2025-02-26 23:52:09,645 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5155 +[2025-02-26 23:52:09,682 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3990 +[2025-02-26 23:52:09,724 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.5538 +[2025-02-26 23:52:09,759 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8626 +[2025-02-26 23:52:09,792 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3458 +[2025-02-26 23:52:09,831 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1972 +[2025-02-26 23:52:09,863 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3168 +[2025-02-26 23:52:09,905 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.1939 +[2025-02-26 23:52:09,953 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8618 +[2025-02-26 23:52:09,992 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9996 +[2025-02-26 23:52:10,042 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.7879 +[2025-02-26 23:52:10,078 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.2591 +[2025-02-26 23:52:10,108 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3355 +[2025-02-26 23:52:10,163 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.8487 +[2025-02-26 23:52:10,216 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7345 +[2025-02-26 23:52:10,247 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.0498 +[2025-02-26 23:52:10,296 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.0268 +[2025-02-26 23:52:10,331 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.4414 +[2025-02-26 23:52:10,367 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.3954 +[2025-02-26 23:52:10,408 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.3907 +[2025-02-26 23:52:10,447 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.7270 +[2025-02-26 23:52:10,481 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2949 +[2025-02-26 23:52:10,548 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.9482 +[2025-02-26 23:52:10,592 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4816 +[2025-02-26 23:52:10,636 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2504 +[2025-02-26 23:52:10,666 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.3456 +[2025-02-26 23:52:10,708 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.2204 +[2025-02-26 23:52:10,760 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6122 +[2025-02-26 23:52:10,797 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.1613 +[2025-02-26 23:52:10,844 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6152 +[2025-02-26 23:52:10,885 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2539 +[2025-02-26 23:52:10,916 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.5946 +[2025-02-26 23:52:10,947 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.9587 +[2025-02-26 23:52:10,976 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2702 +[2025-02-26 23:52:11,003 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.8748 +[2025-02-26 23:52:11,035 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.3017 +[2025-02-26 23:52:11,059 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.5316 +[2025-02-26 23:52:11,091 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.2948 +[2025-02-26 23:52:11,126 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0595 +[2025-02-26 23:52:11,163 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.1950 +[2025-02-26 23:52:11,193 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.8429 +[2025-02-26 23:52:11,218 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7180 +[2025-02-26 23:52:11,256 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3161 +[2025-02-26 23:52:11,289 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4283 +[2025-02-26 23:52:11,313 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.1706 +[2025-02-26 23:52:11,345 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.5189 +[2025-02-26 23:52:11,379 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.4612 +[2025-02-26 23:52:11,433 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.3835 +[2025-02-26 23:52:11,461 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.8748 +[2025-02-26 23:52:11,500 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7729 +[2025-02-26 23:52:11,538 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.7411 +[2025-02-26 23:52:11,571 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2690 +[2025-02-26 23:52:11,599 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3469 +[2025-02-26 23:52:11,653 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2227 +[2025-02-26 23:52:11,693 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.6627 +[2025-02-26 23:52:11,743 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4041 +[2025-02-26 23:52:11,790 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.6555 +[2025-02-26 23:52:11,830 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1211 +[2025-02-26 23:52:11,879 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8485 +[2025-02-26 23:52:11,907 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.2794 +[2025-02-26 23:52:11,960 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7769 +[2025-02-26 23:52:11,987 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1859 +[2025-02-26 23:52:13,355 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:52:13,355 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:52:13,355 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:52:13,356 INFO hook.py line 232 3738285] wall : 0.7449 0.9229 +[2025-02-26 23:52:13,356 INFO hook.py line 232 3738285] floor : 0.9465 0.9865 +[2025-02-26 23:52:13,356 INFO hook.py line 232 3738285] cabinet : 0.3870 0.6740 +[2025-02-26 23:52:13,356 INFO hook.py line 232 3738285] bed : 0.6085 0.7789 +[2025-02-26 23:52:13,356 INFO hook.py line 232 3738285] chair : 0.7448 0.7962 +[2025-02-26 23:52:13,356 INFO hook.py line 232 3738285] sofa : 0.5620 0.8132 +[2025-02-26 23:52:13,356 INFO hook.py line 232 3738285] table : 0.5309 0.7982 +[2025-02-26 23:52:13,356 INFO hook.py line 232 3738285] door : 0.4108 0.5915 +[2025-02-26 23:52:13,356 INFO hook.py line 232 3738285] window : 0.4319 0.5393 +[2025-02-26 23:52:13,356 INFO hook.py line 232 3738285] bookshelf : 0.1726 0.1761 +[2025-02-26 23:52:13,357 INFO hook.py line 232 3738285] picture : 0.2929 0.3543 +[2025-02-26 23:52:13,357 INFO hook.py line 232 3738285] counter : 0.4040 0.6111 +[2025-02-26 23:52:13,357 INFO hook.py line 232 3738285] desk : 0.2484 0.3845 +[2025-02-26 23:52:13,357 INFO hook.py line 232 3738285] curtain : 0.1864 0.1938 +[2025-02-26 23:52:13,357 INFO hook.py line 232 3738285] refridgerator : 0.2292 0.2663 +[2025-02-26 23:52:13,357 INFO hook.py line 232 3738285] shower curtain : 0.1829 0.2162 +[2025-02-26 23:52:13,357 INFO hook.py line 232 3738285] toilet : 0.6863 0.7388 +[2025-02-26 23:52:13,357 INFO hook.py line 232 3738285] sink : 0.3107 0.3276 +[2025-02-26 23:52:13,357 INFO hook.py line 232 3738285] bathtub : 0.7010 0.8002 +[2025-02-26 23:52:13,357 INFO hook.py line 232 3738285] otherfurniture : 0.1702 0.1910 +[2025-02-26 23:52:13,357 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:52:13,357 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4476/0.5580/0.7928. +[2025-02-26 23:52:13,357 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:52:13,363 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4632 +[2025-02-26 23:52:13,363 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:52:22,550 INFO misc.py line 135 3738285] Train result: loss: 0.5638 +[2025-02-26 23:52:22,638 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:52:40,942 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.2299 +[2025-02-26 23:52:41,119 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6982 +[2025-02-26 23:52:41,695 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.8472 +[2025-02-26 23:52:41,765 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6698 +[2025-02-26 23:52:42,548 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7460 +[2025-02-26 23:52:42,626 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7133 +[2025-02-26 23:52:42,672 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6408 +[2025-02-26 23:52:42,699 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4416 +[2025-02-26 23:52:42,745 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.5949 +[2025-02-26 23:52:42,781 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.7610 +[2025-02-26 23:52:42,834 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2760 +[2025-02-26 23:52:42,870 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8090 +[2025-02-26 23:52:42,928 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.2607 +[2025-02-26 23:52:42,965 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.6166 +[2025-02-26 23:52:43,004 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4891 +[2025-02-26 23:52:43,052 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.1674 +[2025-02-26 23:52:43,088 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.7146 +[2025-02-26 23:52:43,121 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2585 +[2025-02-26 23:52:43,166 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.2511 +[2025-02-26 23:52:43,198 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9536 +[2025-02-26 23:52:43,230 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4215 +[2025-02-26 23:52:43,273 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.0629 +[2025-02-26 23:52:43,301 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1494 +[2025-02-26 23:52:43,343 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9860 +[2025-02-26 23:52:43,391 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.2175 +[2025-02-26 23:52:43,432 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0155 +[2025-02-26 23:52:43,485 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.6512 +[2025-02-26 23:52:43,526 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.1810 +[2025-02-26 23:52:43,554 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3659 +[2025-02-26 23:52:43,606 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4807 +[2025-02-26 23:52:43,659 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.8150 +[2025-02-26 23:52:43,691 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.3171 +[2025-02-26 23:52:43,743 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.7324 +[2025-02-26 23:52:43,780 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.3365 +[2025-02-26 23:52:43,817 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.8714 +[2025-02-26 23:52:43,861 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0702 +[2025-02-26 23:52:43,901 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.6077 +[2025-02-26 23:52:43,944 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4320 +[2025-02-26 23:52:44,004 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.4716 +[2025-02-26 23:52:44,047 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.3767 +[2025-02-26 23:52:44,088 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3028 +[2025-02-26 23:52:44,131 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.2265 +[2025-02-26 23:52:44,177 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.1591 +[2025-02-26 23:52:44,232 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.7854 +[2025-02-26 23:52:44,264 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.1498 +[2025-02-26 23:52:44,307 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.5200 +[2025-02-26 23:52:44,349 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2731 +[2025-02-26 23:52:44,384 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1495 +[2025-02-26 23:52:44,416 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.8518 +[2025-02-26 23:52:44,447 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1565 +[2025-02-26 23:52:44,476 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.2077 +[2025-02-26 23:52:44,508 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2978 +[2025-02-26 23:52:44,533 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1078 +[2025-02-26 23:52:44,568 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9098 +[2025-02-26 23:52:44,604 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0766 +[2025-02-26 23:52:44,642 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7817 +[2025-02-26 23:52:44,674 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.5450 +[2025-02-26 23:52:44,700 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5850 +[2025-02-26 23:52:44,737 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.4369 +[2025-02-26 23:52:44,771 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5436 +[2025-02-26 23:52:44,795 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2543 +[2025-02-26 23:52:44,828 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3362 +[2025-02-26 23:52:44,862 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.3296 +[2025-02-26 23:52:44,916 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.6590 +[2025-02-26 23:52:44,950 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.9899 +[2025-02-26 23:52:44,989 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.5436 +[2025-02-26 23:52:45,026 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.6242 +[2025-02-26 23:52:45,058 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1591 +[2025-02-26 23:52:45,086 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3277 +[2025-02-26 23:52:45,141 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1105 +[2025-02-26 23:52:45,181 INFO hook.py line 289 3738285] Test: [71/78] Loss 1.8868 +[2025-02-26 23:52:45,230 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3919 +[2025-02-26 23:52:45,278 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4520 +[2025-02-26 23:52:45,317 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.7917 +[2025-02-26 23:52:45,364 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.9242 +[2025-02-26 23:52:45,391 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9754 +[2025-02-26 23:52:45,444 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6583 +[2025-02-26 23:52:45,469 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0103 +[2025-02-26 23:52:47,288 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:52:47,288 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:52:47,288 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:52:47,288 INFO hook.py line 232 3738285] wall : 0.7416 0.9428 +[2025-02-26 23:52:47,288 INFO hook.py line 232 3738285] floor : 0.9511 0.9842 +[2025-02-26 23:52:47,288 INFO hook.py line 232 3738285] cabinet : 0.4003 0.6033 +[2025-02-26 23:52:47,288 INFO hook.py line 232 3738285] bed : 0.6150 0.7777 +[2025-02-26 23:52:47,288 INFO hook.py line 232 3738285] chair : 0.7687 0.8191 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] sofa : 0.6278 0.7917 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] table : 0.5780 0.7540 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] door : 0.3956 0.5275 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] window : 0.4276 0.5438 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] bookshelf : 0.3141 0.3369 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] picture : 0.2648 0.3055 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] counter : 0.4588 0.7037 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] desk : 0.3995 0.6493 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] curtain : 0.3943 0.4420 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] refridgerator : 0.1931 0.2408 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] shower curtain : 0.1612 0.1687 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] toilet : 0.7712 0.8178 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] sink : 0.3461 0.3616 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] bathtub : 0.7505 0.7988 +[2025-02-26 23:52:47,289 INFO hook.py line 232 3738285] otherfurniture : 0.1999 0.2245 +[2025-02-26 23:52:47,289 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:52:47,289 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4880/0.5897/0.8076. +[2025-02-26 23:52:47,290 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:52:47,295 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.4880 +[2025-02-26 23:52:47,296 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4880 +[2025-02-26 23:52:47,296 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:52:57,063 INFO misc.py line 135 3738285] Train result: loss: 0.4750 +[2025-02-26 23:52:57,126 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:53:16,157 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.3600 +[2025-02-26 23:53:16,214 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.9003 +[2025-02-26 23:53:16,263 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6225 +[2025-02-26 23:53:16,334 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7618 +[2025-02-26 23:53:16,392 INFO hook.py line 289 3738285] Test: [5/78] Loss 1.0428 +[2025-02-26 23:53:16,450 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5157 +[2025-02-26 23:53:16,511 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.7332 +[2025-02-26 23:53:16,566 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4641 +[2025-02-26 23:53:16,906 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4378 +[2025-02-26 23:53:16,938 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4480 +[2025-02-26 23:53:16,992 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.5611 +[2025-02-26 23:53:17,031 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0245 +[2025-02-26 23:53:17,261 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.8775 +[2025-02-26 23:53:17,303 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.5583 +[2025-02-26 23:53:17,338 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.9483 +[2025-02-26 23:53:17,385 INFO hook.py line 289 3738285] Test: [16/78] Loss 2.6927 +[2025-02-26 23:53:17,422 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.8042 +[2025-02-26 23:53:17,458 INFO hook.py line 289 3738285] Test: [18/78] Loss 2.1188 +[2025-02-26 23:53:17,500 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.4082 +[2025-02-26 23:53:17,536 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.2835 +[2025-02-26 23:53:17,574 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.4448 +[2025-02-26 23:53:17,629 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2132 +[2025-02-26 23:53:17,668 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2973 +[2025-02-26 23:53:17,713 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9339 +[2025-02-26 23:53:17,751 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.9036 +[2025-02-26 23:53:17,800 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.3061 +[2025-02-26 23:53:17,856 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.4585 +[2025-02-26 23:53:17,888 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6963 +[2025-02-26 23:53:17,918 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.4615 +[2025-02-26 23:53:17,978 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6324 +[2025-02-26 23:53:18,032 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.2752 +[2025-02-26 23:53:18,075 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.1423 +[2025-02-26 23:53:18,127 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.7369 +[2025-02-26 23:53:18,170 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0524 +[2025-02-26 23:53:18,206 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.6384 +[2025-02-26 23:53:18,248 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1563 +[2025-02-26 23:53:18,286 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.5073 +[2025-02-26 23:53:18,316 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.5696 +[2025-02-26 23:53:18,375 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.3181 +[2025-02-26 23:53:18,418 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4412 +[2025-02-26 23:53:18,469 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.7968 +[2025-02-26 23:53:18,500 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.4285 +[2025-02-26 23:53:18,545 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.4784 +[2025-02-26 23:53:18,603 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.9458 +[2025-02-26 23:53:18,639 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.2870 +[2025-02-26 23:53:18,685 INFO hook.py line 289 3738285] Test: [46/78] Loss 1.0750 +[2025-02-26 23:53:18,723 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.3313 +[2025-02-26 23:53:18,754 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.5238 +[2025-02-26 23:53:18,784 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6899 +[2025-02-26 23:53:18,814 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0913 +[2025-02-26 23:53:18,844 INFO hook.py line 289 3738285] Test: [51/78] Loss 2.3507 +[2025-02-26 23:53:18,875 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0807 +[2025-02-26 23:53:18,901 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.6186 +[2025-02-26 23:53:18,934 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9132 +[2025-02-26 23:53:18,969 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1199 +[2025-02-26 23:53:19,007 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.8574 +[2025-02-26 23:53:19,039 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7545 +[2025-02-26 23:53:19,069 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5548 +[2025-02-26 23:53:19,109 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1506 +[2025-02-26 23:53:19,143 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5875 +[2025-02-26 23:53:19,168 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.9210 +[2025-02-26 23:53:19,208 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.5058 +[2025-02-26 23:53:19,243 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.3524 +[2025-02-26 23:53:19,296 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.3628 +[2025-02-26 23:53:19,324 INFO hook.py line 289 3738285] Test: [65/78] Loss 2.1558 +[2025-02-26 23:53:19,362 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6765 +[2025-02-26 23:53:19,400 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.6687 +[2025-02-26 23:53:19,432 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1784 +[2025-02-26 23:53:19,460 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3734 +[2025-02-26 23:53:19,514 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1659 +[2025-02-26 23:53:19,554 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3993 +[2025-02-26 23:53:19,603 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5973 +[2025-02-26 23:53:19,650 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4897 +[2025-02-26 23:53:19,690 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8943 +[2025-02-26 23:53:19,738 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.0714 +[2025-02-26 23:53:19,764 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.0637 +[2025-02-26 23:53:19,818 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.9260 +[2025-02-26 23:53:19,843 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9774 +[2025-02-26 23:53:21,394 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:53:21,394 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:53:21,394 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] wall : 0.7370 0.9199 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] floor : 0.9454 0.9810 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] cabinet : 0.3842 0.5984 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] bed : 0.5807 0.6615 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] chair : 0.7464 0.7750 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] sofa : 0.5149 0.6680 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] table : 0.4916 0.6935 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] door : 0.4138 0.5556 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] window : 0.4338 0.5437 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] bookshelf : 0.2107 0.2154 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] picture : 0.2682 0.4387 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] counter : 0.3884 0.4414 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] desk : 0.2999 0.8065 +[2025-02-26 23:53:21,395 INFO hook.py line 232 3738285] curtain : 0.2255 0.2282 +[2025-02-26 23:53:21,396 INFO hook.py line 232 3738285] refridgerator : 0.2748 0.4039 +[2025-02-26 23:53:21,396 INFO hook.py line 232 3738285] shower curtain : 0.1238 0.1335 +[2025-02-26 23:53:21,396 INFO hook.py line 232 3738285] toilet : 0.6117 0.6313 +[2025-02-26 23:53:21,396 INFO hook.py line 232 3738285] sink : 0.3448 0.3766 +[2025-02-26 23:53:21,396 INFO hook.py line 232 3738285] bathtub : 0.6713 0.7665 +[2025-02-26 23:53:21,396 INFO hook.py line 232 3738285] otherfurniture : 0.1993 0.2622 +[2025-02-26 23:53:21,396 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:53:21,396 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4433/0.5550/0.7856. +[2025-02-26 23:53:21,397 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:53:21,399 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4880 +[2025-02-26 23:53:21,399 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:53:30,344 INFO misc.py line 135 3738285] Train result: loss: 0.4501 +[2025-02-26 23:53:30,430 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:53:47,818 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.1892 +[2025-02-26 23:53:47,868 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7041 +[2025-02-26 23:53:48,054 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6284 +[2025-02-26 23:53:48,366 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5406 +[2025-02-26 23:53:48,404 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8446 +[2025-02-26 23:53:48,746 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4990 +[2025-02-26 23:53:48,832 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5211 +[2025-02-26 23:53:49,078 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4398 +[2025-02-26 23:53:49,118 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.5526 +[2025-02-26 23:53:49,150 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3403 +[2025-02-26 23:53:49,673 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.4902 +[2025-02-26 23:53:49,703 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0738 +[2025-02-26 23:53:49,753 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.2636 +[2025-02-26 23:53:49,791 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.9127 +[2025-02-26 23:53:49,833 INFO hook.py line 289 3738285] Test: [15/78] Loss 1.9575 +[2025-02-26 23:53:49,875 INFO hook.py line 289 3738285] Test: [16/78] Loss 2.1506 +[2025-02-26 23:53:49,911 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4137 +[2025-02-26 23:53:49,943 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3402 +[2025-02-26 23:53:49,982 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.3799 +[2025-02-26 23:53:50,014 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9291 +[2025-02-26 23:53:50,049 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2838 +[2025-02-26 23:53:50,083 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1118 +[2025-02-26 23:53:50,110 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2033 +[2025-02-26 23:53:50,153 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9985 +[2025-02-26 23:53:50,190 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.1969 +[2025-02-26 23:53:50,228 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0667 +[2025-02-26 23:53:50,277 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.2926 +[2025-02-26 23:53:50,309 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7245 +[2025-02-26 23:53:50,344 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3454 +[2025-02-26 23:53:50,393 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.3228 +[2025-02-26 23:53:50,447 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6212 +[2025-02-26 23:53:50,477 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.2591 +[2025-02-26 23:53:50,525 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5437 +[2025-02-26 23:53:50,561 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.3147 +[2025-02-26 23:53:50,594 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9522 +[2025-02-26 23:53:50,632 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1826 +[2025-02-26 23:53:50,666 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.1580 +[2025-02-26 23:53:50,695 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3983 +[2025-02-26 23:53:50,753 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.2490 +[2025-02-26 23:53:50,795 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.0915 +[2025-02-26 23:53:50,837 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2245 +[2025-02-26 23:53:50,865 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.3345 +[2025-02-26 23:53:50,910 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.1189 +[2025-02-26 23:53:50,961 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6479 +[2025-02-26 23:53:51,002 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0374 +[2025-02-26 23:53:51,052 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7494 +[2025-02-26 23:53:51,086 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.3131 +[2025-02-26 23:53:51,115 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.3588 +[2025-02-26 23:53:51,143 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.0595 +[2025-02-26 23:53:51,171 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.9723 +[2025-02-26 23:53:51,196 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.3864 +[2025-02-26 23:53:51,224 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.1970 +[2025-02-26 23:53:51,247 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0175 +[2025-02-26 23:53:51,277 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.8354 +[2025-02-26 23:53:51,311 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1642 +[2025-02-26 23:53:51,346 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5614 +[2025-02-26 23:53:51,374 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.5815 +[2025-02-26 23:53:51,397 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6696 +[2025-02-26 23:53:51,431 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3029 +[2025-02-26 23:53:51,460 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5173 +[2025-02-26 23:53:51,481 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.8527 +[2025-02-26 23:53:51,510 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3410 +[2025-02-26 23:53:51,542 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.3748 +[2025-02-26 23:53:51,593 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.7590 +[2025-02-26 23:53:51,617 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1012 +[2025-02-26 23:53:51,654 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6230 +[2025-02-26 23:53:51,687 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4416 +[2025-02-26 23:53:51,716 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0565 +[2025-02-26 23:53:51,742 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3808 +[2025-02-26 23:53:51,794 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.0101 +[2025-02-26 23:53:51,832 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.9861 +[2025-02-26 23:53:51,879 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5159 +[2025-02-26 23:53:51,924 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.0262 +[2025-02-26 23:53:51,961 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8067 +[2025-02-26 23:53:52,007 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.1198 +[2025-02-26 23:53:52,031 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7628 +[2025-02-26 23:53:52,083 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5854 +[2025-02-26 23:53:52,105 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.5024 +[2025-02-26 23:53:53,208 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:53:53,208 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:53:53,208 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] wall : 0.7461 0.9075 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] floor : 0.9462 0.9890 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] cabinet : 0.3608 0.6728 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] bed : 0.5909 0.7985 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] chair : 0.7669 0.8097 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] sofa : 0.5881 0.7757 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] table : 0.5932 0.6608 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] door : 0.4311 0.6360 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] window : 0.4550 0.6849 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] bookshelf : 0.1473 0.1518 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] picture : 0.2925 0.4102 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] counter : 0.4008 0.5081 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] desk : 0.4068 0.5886 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] curtain : 0.4064 0.4440 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] refridgerator : 0.2722 0.3477 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] shower curtain : 0.1865 0.1998 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] toilet : 0.6774 0.8608 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] sink : 0.3618 0.4195 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] bathtub : 0.6711 0.8423 +[2025-02-26 23:53:53,209 INFO hook.py line 232 3738285] otherfurniture : 0.2082 0.2409 +[2025-02-26 23:53:53,209 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:53:53,209 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4755/0.5974/0.8006. +[2025-02-26 23:53:53,210 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:53:53,213 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4880 +[2025-02-26 23:53:53,213 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:54:00,788 INFO misc.py line 135 3738285] Train result: loss: 0.4865 +[2025-02-26 23:54:00,853 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:54:22,354 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0238 +[2025-02-26 23:54:22,393 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7738 +[2025-02-26 23:54:22,423 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4944 +[2025-02-26 23:54:22,469 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.8023 +[2025-02-26 23:54:22,498 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.6133 +[2025-02-26 23:54:22,562 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.2265 +[2025-02-26 23:54:22,608 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5725 +[2025-02-26 23:54:22,637 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4143 +[2025-02-26 23:54:22,684 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4323 +[2025-02-26 23:54:22,723 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4802 +[2025-02-26 23:54:22,765 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1286 +[2025-02-26 23:54:22,794 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8007 +[2025-02-26 23:54:22,839 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.2240 +[2025-02-26 23:54:22,874 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.5156 +[2025-02-26 23:54:22,916 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5081 +[2025-02-26 23:54:22,959 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.8546 +[2025-02-26 23:54:22,993 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6268 +[2025-02-26 23:54:23,025 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.6054 +[2025-02-26 23:54:23,069 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1673 +[2025-02-26 23:54:23,109 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.7073 +[2025-02-26 23:54:23,144 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2929 +[2025-02-26 23:54:23,184 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.0214 +[2025-02-26 23:54:23,216 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2708 +[2025-02-26 23:54:23,267 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.0365 +[2025-02-26 23:54:23,309 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8272 +[2025-02-26 23:54:23,361 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.2048 +[2025-02-26 23:54:23,408 INFO hook.py line 289 3738285] Test: [27/78] Loss 1.9989 +[2025-02-26 23:54:23,442 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.1287 +[2025-02-26 23:54:23,471 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3482 +[2025-02-26 23:54:23,524 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.8703 +[2025-02-26 23:54:23,576 INFO hook.py line 289 3738285] Test: [31/78] Loss 1.0240 +[2025-02-26 23:54:23,607 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.2421 +[2025-02-26 23:54:23,655 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.9135 +[2025-02-26 23:54:23,690 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.2084 +[2025-02-26 23:54:23,733 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.5250 +[2025-02-26 23:54:23,773 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1105 +[2025-02-26 23:54:23,807 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.7351 +[2025-02-26 23:54:23,834 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4075 +[2025-02-26 23:54:23,891 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.0335 +[2025-02-26 23:54:23,933 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.2435 +[2025-02-26 23:54:23,972 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.9234 +[2025-02-26 23:54:23,997 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.3870 +[2025-02-26 23:54:24,030 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9478 +[2025-02-26 23:54:24,080 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6096 +[2025-02-26 23:54:24,112 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.2119 +[2025-02-26 23:54:24,158 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.5707 +[2025-02-26 23:54:24,192 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0857 +[2025-02-26 23:54:24,221 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2466 +[2025-02-26 23:54:24,249 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.7351 +[2025-02-26 23:54:24,276 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0728 +[2025-02-26 23:54:24,302 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.7050 +[2025-02-26 23:54:24,333 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0704 +[2025-02-26 23:54:24,356 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.5385 +[2025-02-26 23:54:24,386 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9104 +[2025-02-26 23:54:24,419 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0854 +[2025-02-26 23:54:24,455 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.2883 +[2025-02-26 23:54:24,484 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6527 +[2025-02-26 23:54:24,506 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.8679 +[2025-02-26 23:54:24,541 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1337 +[2025-02-26 23:54:24,570 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.6331 +[2025-02-26 23:54:24,592 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2489 +[2025-02-26 23:54:24,623 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2020 +[2025-02-26 23:54:24,655 INFO hook.py line 289 3738285] Test: [63/78] Loss 0.9287 +[2025-02-26 23:54:24,706 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9532 +[2025-02-26 23:54:24,732 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.9554 +[2025-02-26 23:54:24,769 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.5175 +[2025-02-26 23:54:24,804 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.5453 +[2025-02-26 23:54:24,834 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0676 +[2025-02-26 23:54:24,860 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3295 +[2025-02-26 23:54:24,913 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1038 +[2025-02-26 23:54:24,952 INFO hook.py line 289 3738285] Test: [71/78] Loss 1.8881 +[2025-02-26 23:54:24,999 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4041 +[2025-02-26 23:54:25,045 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.9865 +[2025-02-26 23:54:25,083 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.7867 +[2025-02-26 23:54:25,130 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.0280 +[2025-02-26 23:54:25,156 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.4508 +[2025-02-26 23:54:25,208 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.1456 +[2025-02-26 23:54:25,232 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8667 +[2025-02-26 23:54:26,508 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:54:26,508 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:54:26,508 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:54:26,509 INFO hook.py line 232 3738285] wall : 0.7596 0.9118 +[2025-02-26 23:54:26,509 INFO hook.py line 232 3738285] floor : 0.9451 0.9860 +[2025-02-26 23:54:26,509 INFO hook.py line 232 3738285] cabinet : 0.3765 0.6203 +[2025-02-26 23:54:26,509 INFO hook.py line 232 3738285] bed : 0.5760 0.7845 +[2025-02-26 23:54:26,509 INFO hook.py line 232 3738285] chair : 0.7772 0.8092 +[2025-02-26 23:54:26,509 INFO hook.py line 232 3738285] sofa : 0.6036 0.7603 +[2025-02-26 23:54:26,509 INFO hook.py line 232 3738285] table : 0.5748 0.7386 +[2025-02-26 23:54:26,509 INFO hook.py line 232 3738285] door : 0.4280 0.6703 +[2025-02-26 23:54:26,509 INFO hook.py line 232 3738285] window : 0.4610 0.5642 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] bookshelf : 0.2561 0.2669 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] picture : 0.2531 0.2942 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] counter : 0.4313 0.5754 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] desk : 0.4071 0.6184 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] curtain : 0.5092 0.5832 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] refridgerator : 0.2434 0.3070 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] shower curtain : 0.2226 0.2407 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] toilet : 0.6575 0.6742 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] sink : 0.3301 0.3534 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] bathtub : 0.7667 0.8366 +[2025-02-26 23:54:26,510 INFO hook.py line 232 3738285] otherfurniture : 0.2309 0.3096 +[2025-02-26 23:54:26,511 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:54:26,511 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4905/0.5953/0.8070. +[2025-02-26 23:54:26,511 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:54:26,514 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.4905 +[2025-02-26 23:54:26,515 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4905 +[2025-02-26 23:54:26,515 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:54:34,526 INFO misc.py line 135 3738285] Train result: loss: 0.4672 +[2025-02-26 23:54:34,589 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:54:54,585 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.1958 +[2025-02-26 23:54:54,640 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7574 +[2025-02-26 23:54:54,698 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5139 +[2025-02-26 23:54:54,758 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6415 +[2025-02-26 23:54:54,829 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.6062 +[2025-02-26 23:54:54,907 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7188 +[2025-02-26 23:54:54,959 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.7394 +[2025-02-26 23:54:55,005 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4614 +[2025-02-26 23:54:55,068 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4870 +[2025-02-26 23:54:55,138 INFO hook.py line 289 3738285] Test: [10/78] Loss 0.9913 +[2025-02-26 23:55:03,556 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.3928 +[2025-02-26 23:55:03,601 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8293 +[2025-02-26 23:55:03,646 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.8302 +[2025-02-26 23:55:03,690 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.1631 +[2025-02-26 23:55:03,730 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3798 +[2025-02-26 23:55:03,809 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.7272 +[2025-02-26 23:55:03,844 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4438 +[2025-02-26 23:55:03,878 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3749 +[2025-02-26 23:55:03,920 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.2705 +[2025-02-26 23:55:03,956 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8260 +[2025-02-26 23:55:03,995 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3144 +[2025-02-26 23:55:04,033 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1401 +[2025-02-26 23:55:04,062 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3436 +[2025-02-26 23:55:04,114 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.1505 +[2025-02-26 23:55:04,152 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8896 +[2025-02-26 23:55:04,197 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9500 +[2025-02-26 23:55:04,254 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.5692 +[2025-02-26 23:55:04,297 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6237 +[2025-02-26 23:55:04,324 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3644 +[2025-02-26 23:55:04,373 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5013 +[2025-02-26 23:55:04,427 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6686 +[2025-02-26 23:55:04,460 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.0558 +[2025-02-26 23:55:04,510 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5988 +[2025-02-26 23:55:04,554 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0983 +[2025-02-26 23:55:04,595 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9488 +[2025-02-26 23:55:04,638 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2006 +[2025-02-26 23:55:04,683 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4845 +[2025-02-26 23:55:04,711 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2636 +[2025-02-26 23:55:04,772 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5323 +[2025-02-26 23:55:04,818 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4816 +[2025-02-26 23:55:04,859 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2325 +[2025-02-26 23:55:04,885 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1513 +[2025-02-26 23:55:04,918 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.1215 +[2025-02-26 23:55:04,971 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5570 +[2025-02-26 23:55:05,012 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.2281 +[2025-02-26 23:55:05,065 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.5162 +[2025-02-26 23:55:05,109 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2630 +[2025-02-26 23:55:05,142 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.6774 +[2025-02-26 23:55:05,178 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.2064 +[2025-02-26 23:55:05,207 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1356 +[2025-02-26 23:55:05,234 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9538 +[2025-02-26 23:55:05,266 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0678 +[2025-02-26 23:55:05,290 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.9359 +[2025-02-26 23:55:05,323 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0256 +[2025-02-26 23:55:05,358 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0558 +[2025-02-26 23:55:05,395 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.9197 +[2025-02-26 23:55:05,426 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7842 +[2025-02-26 23:55:05,451 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7253 +[2025-02-26 23:55:05,488 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2759 +[2025-02-26 23:55:05,520 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.6224 +[2025-02-26 23:55:05,545 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.6215 +[2025-02-26 23:55:05,576 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2667 +[2025-02-26 23:55:05,610 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1476 +[2025-02-26 23:55:05,663 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1055 +[2025-02-26 23:55:05,689 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.8788 +[2025-02-26 23:55:05,729 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.8997 +[2025-02-26 23:55:05,766 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.8640 +[2025-02-26 23:55:05,797 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1586 +[2025-02-26 23:55:05,831 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3235 +[2025-02-26 23:55:05,885 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.0183 +[2025-02-26 23:55:05,930 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.6628 +[2025-02-26 23:55:05,978 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5192 +[2025-02-26 23:55:06,024 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.5070 +[2025-02-26 23:55:06,063 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9751 +[2025-02-26 23:55:06,110 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8570 +[2025-02-26 23:55:06,136 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9143 +[2025-02-26 23:55:06,188 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6038 +[2025-02-26 23:55:06,214 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8670 +[2025-02-26 23:55:07,640 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:55:07,640 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:55:07,640 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] wall : 0.7581 0.9058 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] floor : 0.9495 0.9856 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] cabinet : 0.3618 0.7171 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] bed : 0.6317 0.7678 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] chair : 0.7886 0.8483 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] sofa : 0.5981 0.8361 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] table : 0.5748 0.7698 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] door : 0.4221 0.5450 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] window : 0.4458 0.6315 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] bookshelf : 0.0963 0.0977 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] picture : 0.3037 0.4129 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] counter : 0.4814 0.7462 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] desk : 0.2932 0.3438 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] curtain : 0.5113 0.5901 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] refridgerator : 0.3053 0.4341 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] shower curtain : 0.1711 0.1874 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] toilet : 0.6996 0.7396 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] sink : 0.3908 0.4379 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] bathtub : 0.6827 0.8392 +[2025-02-26 23:55:07,641 INFO hook.py line 232 3738285] otherfurniture : 0.2285 0.2915 +[2025-02-26 23:55:07,641 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:55:07,641 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4847/0.6064/0.8037. +[2025-02-26 23:55:07,642 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:55:07,644 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4905 +[2025-02-26 23:55:07,644 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:55:16,727 INFO misc.py line 135 3738285] Train result: loss: 0.4486 +[2025-02-26 23:55:16,786 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:55:36,031 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.1853 +[2025-02-26 23:55:36,543 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7872 +[2025-02-26 23:55:36,585 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5717 +[2025-02-26 23:55:36,641 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7844 +[2025-02-26 23:55:36,679 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7418 +[2025-02-26 23:55:36,738 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5883 +[2025-02-26 23:55:36,785 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.8278 +[2025-02-26 23:55:36,830 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4679 +[2025-02-26 23:55:36,880 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3524 +[2025-02-26 23:55:36,915 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.8621 +[2025-02-26 23:55:36,972 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.4762 +[2025-02-26 23:55:37,010 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0146 +[2025-02-26 23:55:37,065 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5180 +[2025-02-26 23:55:37,114 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.7817 +[2025-02-26 23:55:37,163 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.0704 +[2025-02-26 23:55:37,217 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.8066 +[2025-02-26 23:55:37,254 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6353 +[2025-02-26 23:55:37,289 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.6653 +[2025-02-26 23:55:37,330 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9435 +[2025-02-26 23:55:37,366 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.7848 +[2025-02-26 23:55:37,411 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3530 +[2025-02-26 23:55:37,448 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1179 +[2025-02-26 23:55:37,476 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3147 +[2025-02-26 23:55:37,522 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.1655 +[2025-02-26 23:55:37,575 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8516 +[2025-02-26 23:55:37,614 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1340 +[2025-02-26 23:55:37,663 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.6086 +[2025-02-26 23:55:37,697 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.4203 +[2025-02-26 23:55:37,727 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3782 +[2025-02-26 23:55:37,784 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5620 +[2025-02-26 23:55:37,837 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7985 +[2025-02-26 23:55:37,871 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.8708 +[2025-02-26 23:55:37,928 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5972 +[2025-02-26 23:55:37,965 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1365 +[2025-02-26 23:55:38,010 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.8656 +[2025-02-26 23:55:38,049 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.3318 +[2025-02-26 23:55:38,086 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.8362 +[2025-02-26 23:55:38,123 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3452 +[2025-02-26 23:55:38,184 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.3484 +[2025-02-26 23:55:38,228 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.3542 +[2025-02-26 23:55:38,282 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.5385 +[2025-02-26 23:55:38,313 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.2074 +[2025-02-26 23:55:38,352 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.2373 +[2025-02-26 23:55:38,406 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5561 +[2025-02-26 23:55:38,435 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0337 +[2025-02-26 23:55:38,484 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7219 +[2025-02-26 23:55:38,520 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.8699 +[2025-02-26 23:55:38,552 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.4050 +[2025-02-26 23:55:38,583 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.4608 +[2025-02-26 23:55:38,614 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.3020 +[2025-02-26 23:55:38,645 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.3329 +[2025-02-26 23:55:38,677 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0059 +[2025-02-26 23:55:38,700 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0039 +[2025-02-26 23:55:38,732 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.8201 +[2025-02-26 23:55:38,767 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1228 +[2025-02-26 23:55:38,805 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6858 +[2025-02-26 23:55:38,837 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.9291 +[2025-02-26 23:55:38,863 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5609 +[2025-02-26 23:55:38,900 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3852 +[2025-02-26 23:55:38,942 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5692 +[2025-02-26 23:55:38,977 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2902 +[2025-02-26 23:55:39,011 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4530 +[2025-02-26 23:55:39,046 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.2232 +[2025-02-26 23:55:39,099 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.3311 +[2025-02-26 23:55:39,125 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0236 +[2025-02-26 23:55:39,164 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.9417 +[2025-02-26 23:55:39,200 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.9044 +[2025-02-26 23:55:39,231 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.3508 +[2025-02-26 23:55:39,259 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3799 +[2025-02-26 23:55:39,314 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3473 +[2025-02-26 23:55:39,353 INFO hook.py line 289 3738285] Test: [71/78] Loss 1.9921 +[2025-02-26 23:55:39,403 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4092 +[2025-02-26 23:55:39,450 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.8834 +[2025-02-26 23:55:39,489 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.6992 +[2025-02-26 23:55:39,539 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.9919 +[2025-02-26 23:55:39,567 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.1252 +[2025-02-26 23:55:39,621 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6950 +[2025-02-26 23:55:39,647 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0822 +[2025-02-26 23:55:41,051 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:55:41,052 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:55:41,052 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:55:41,052 INFO hook.py line 232 3738285] wall : 0.7533 0.8951 +[2025-02-26 23:55:41,052 INFO hook.py line 232 3738285] floor : 0.9437 0.9865 +[2025-02-26 23:55:41,052 INFO hook.py line 232 3738285] cabinet : 0.3874 0.5880 +[2025-02-26 23:55:41,052 INFO hook.py line 232 3738285] bed : 0.5230 0.8438 +[2025-02-26 23:55:41,052 INFO hook.py line 232 3738285] chair : 0.7579 0.8080 +[2025-02-26 23:55:41,053 INFO hook.py line 232 3738285] sofa : 0.5674 0.8198 +[2025-02-26 23:55:41,053 INFO hook.py line 232 3738285] table : 0.5531 0.7953 +[2025-02-26 23:55:41,053 INFO hook.py line 232 3738285] door : 0.3908 0.6396 +[2025-02-26 23:55:41,053 INFO hook.py line 232 3738285] window : 0.4443 0.6079 +[2025-02-26 23:55:41,053 INFO hook.py line 232 3738285] bookshelf : 0.1199 0.1236 +[2025-02-26 23:55:41,053 INFO hook.py line 232 3738285] picture : 0.3055 0.3760 +[2025-02-26 23:55:41,053 INFO hook.py line 232 3738285] counter : 0.3716 0.4345 +[2025-02-26 23:55:41,054 INFO hook.py line 232 3738285] desk : 0.3377 0.4698 +[2025-02-26 23:55:41,054 INFO hook.py line 232 3738285] curtain : 0.4520 0.5871 +[2025-02-26 23:55:41,054 INFO hook.py line 232 3738285] refridgerator : 0.1609 0.1783 +[2025-02-26 23:55:41,054 INFO hook.py line 232 3738285] shower curtain : 0.1443 0.1549 +[2025-02-26 23:55:41,054 INFO hook.py line 232 3738285] toilet : 0.6776 0.7422 +[2025-02-26 23:55:41,054 INFO hook.py line 232 3738285] sink : 0.3965 0.4514 +[2025-02-26 23:55:41,054 INFO hook.py line 232 3738285] bathtub : 0.7670 0.8897 +[2025-02-26 23:55:41,054 INFO hook.py line 232 3738285] otherfurniture : 0.1938 0.2337 +[2025-02-26 23:55:41,054 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:55:41,054 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4624/0.5813/0.7952. +[2025-02-26 23:55:41,055 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:55:41,057 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4905 +[2025-02-26 23:55:41,057 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:55:49,959 INFO misc.py line 135 3738285] Train result: loss: 0.4894 +[2025-02-26 23:55:50,044 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:56:08,132 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.1319 +[2025-02-26 23:56:09,766 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5718 +[2025-02-26 23:56:09,805 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5557 +[2025-02-26 23:56:09,856 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7452 +[2025-02-26 23:56:09,893 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.5088 +[2025-02-26 23:56:10,071 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4147 +[2025-02-26 23:56:10,123 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6446 +[2025-02-26 23:56:10,156 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4710 +[2025-02-26 23:56:10,199 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3339 +[2025-02-26 23:56:10,254 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2435 +[2025-02-26 23:56:10,303 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2191 +[2025-02-26 23:56:10,349 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0632 +[2025-02-26 23:56:10,406 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.3390 +[2025-02-26 23:56:10,447 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.3485 +[2025-02-26 23:56:10,490 INFO hook.py line 289 3738285] Test: [15/78] Loss 1.7949 +[2025-02-26 23:56:10,542 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.3851 +[2025-02-26 23:56:10,592 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.7037 +[2025-02-26 23:56:10,639 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.1070 +[2025-02-26 23:56:10,689 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0356 +[2025-02-26 23:56:10,729 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.7616 +[2025-02-26 23:56:10,763 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2899 +[2025-02-26 23:56:10,813 INFO hook.py line 289 3738285] Test: [22/78] Loss 1.9422 +[2025-02-26 23:56:10,852 INFO hook.py line 289 3738285] Test: [23/78] Loss 0.9984 +[2025-02-26 23:56:10,896 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9998 +[2025-02-26 23:56:10,939 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.5044 +[2025-02-26 23:56:10,987 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.2436 +[2025-02-26 23:56:11,035 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.3582 +[2025-02-26 23:56:11,067 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.1042 +[2025-02-26 23:56:11,100 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3883 +[2025-02-26 23:56:11,153 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.7727 +[2025-02-26 23:56:11,214 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6051 +[2025-02-26 23:56:11,257 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.2704 +[2025-02-26 23:56:11,306 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.0512 +[2025-02-26 23:56:11,351 INFO hook.py line 289 3738285] Test: [34/78] Loss 0.8797 +[2025-02-26 23:56:11,388 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.2096 +[2025-02-26 23:56:11,431 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2388 +[2025-02-26 23:56:11,467 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.5689 +[2025-02-26 23:56:11,496 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2820 +[2025-02-26 23:56:11,553 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.3202 +[2025-02-26 23:56:11,595 INFO hook.py line 289 3738285] Test: [40/78] Loss 1.9709 +[2025-02-26 23:56:11,640 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.5199 +[2025-02-26 23:56:11,677 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.4136 +[2025-02-26 23:56:11,720 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0704 +[2025-02-26 23:56:11,773 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.4824 +[2025-02-26 23:56:11,819 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.1011 +[2025-02-26 23:56:11,874 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7790 +[2025-02-26 23:56:11,910 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.3787 +[2025-02-26 23:56:11,941 INFO hook.py line 289 3738285] Test: [48/78] Loss 0.9452 +[2025-02-26 23:56:11,972 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.1568 +[2025-02-26 23:56:12,001 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0856 +[2025-02-26 23:56:12,027 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0734 +[2025-02-26 23:56:12,060 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0631 +[2025-02-26 23:56:12,084 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2535 +[2025-02-26 23:56:12,117 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9519 +[2025-02-26 23:56:12,152 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0660 +[2025-02-26 23:56:12,189 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.0141 +[2025-02-26 23:56:12,220 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6597 +[2025-02-26 23:56:12,246 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6512 +[2025-02-26 23:56:12,282 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3993 +[2025-02-26 23:56:12,314 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4394 +[2025-02-26 23:56:12,336 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.1055 +[2025-02-26 23:56:12,367 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4345 +[2025-02-26 23:56:12,403 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.2674 +[2025-02-26 23:56:12,456 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9664 +[2025-02-26 23:56:12,482 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.8628 +[2025-02-26 23:56:12,520 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.8183 +[2025-02-26 23:56:12,557 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.1698 +[2025-02-26 23:56:12,588 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1240 +[2025-02-26 23:56:12,617 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.4332 +[2025-02-26 23:56:12,672 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1941 +[2025-02-26 23:56:12,712 INFO hook.py line 289 3738285] Test: [71/78] Loss 1.8761 +[2025-02-26 23:56:12,761 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3422 +[2025-02-26 23:56:12,808 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.7765 +[2025-02-26 23:56:12,847 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9238 +[2025-02-26 23:56:12,896 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.9109 +[2025-02-26 23:56:12,923 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7586 +[2025-02-26 23:56:12,975 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7928 +[2025-02-26 23:56:13,001 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2407 +[2025-02-26 23:56:14,409 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:56:14,409 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:56:14,410 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:56:14,410 INFO hook.py line 232 3738285] wall : 0.7582 0.8887 +[2025-02-26 23:56:14,410 INFO hook.py line 232 3738285] floor : 0.9464 0.9872 +[2025-02-26 23:56:14,410 INFO hook.py line 232 3738285] cabinet : 0.4022 0.6451 +[2025-02-26 23:56:14,410 INFO hook.py line 232 3738285] bed : 0.5448 0.8369 +[2025-02-26 23:56:14,410 INFO hook.py line 232 3738285] chair : 0.7896 0.8523 +[2025-02-26 23:56:14,410 INFO hook.py line 232 3738285] sofa : 0.6291 0.8752 +[2025-02-26 23:56:14,410 INFO hook.py line 232 3738285] table : 0.5952 0.7477 +[2025-02-26 23:56:14,410 INFO hook.py line 232 3738285] door : 0.4115 0.6936 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] window : 0.4829 0.6239 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] bookshelf : 0.2625 0.2808 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] picture : 0.2667 0.2956 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] counter : 0.4979 0.6336 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] desk : 0.3595 0.4581 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] curtain : 0.5179 0.6455 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] refridgerator : 0.2605 0.3035 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] shower curtain : 0.1697 0.1869 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] toilet : 0.5677 0.5842 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] sink : 0.3329 0.3568 +[2025-02-26 23:56:14,411 INFO hook.py line 232 3738285] bathtub : 0.7759 0.8439 +[2025-02-26 23:56:14,412 INFO hook.py line 232 3738285] otherfurniture : 0.2275 0.2763 +[2025-02-26 23:56:14,412 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:56:14,412 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4899/0.6008/0.8092. +[2025-02-26 23:56:14,413 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:56:14,416 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4905 +[2025-02-26 23:56:14,416 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:56:23,617 INFO misc.py line 135 3738285] Train result: loss: 0.4388 +[2025-02-26 23:56:23,685 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:56:44,001 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.7891 +[2025-02-26 23:56:44,043 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7462 +[2025-02-26 23:56:44,089 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6610 +[2025-02-26 23:56:44,136 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6812 +[2025-02-26 23:56:44,171 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.4571 +[2025-02-26 23:56:44,236 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6182 +[2025-02-26 23:56:44,282 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6441 +[2025-02-26 23:56:44,316 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4168 +[2025-02-26 23:56:44,359 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3392 +[2025-02-26 23:56:44,391 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1247 +[2025-02-26 23:56:44,436 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1833 +[2025-02-26 23:56:44,474 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8945 +[2025-02-26 23:56:44,532 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.8874 +[2025-02-26 23:56:44,583 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.3375 +[2025-02-26 23:56:44,620 INFO hook.py line 289 3738285] Test: [15/78] Loss 1.9399 +[2025-02-26 23:56:44,665 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.2687 +[2025-02-26 23:56:44,703 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6147 +[2025-02-26 23:56:44,739 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2871 +[2025-02-26 23:56:44,783 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1928 +[2025-02-26 23:56:44,826 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8616 +[2025-02-26 23:56:44,865 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2419 +[2025-02-26 23:56:44,906 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3362 +[2025-02-26 23:56:44,944 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3274 +[2025-02-26 23:56:44,989 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.0729 +[2025-02-26 23:56:45,031 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8417 +[2025-02-26 23:56:45,070 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9841 +[2025-02-26 23:56:45,119 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8263 +[2025-02-26 23:56:45,157 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.1472 +[2025-02-26 23:56:45,196 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3289 +[2025-02-26 23:56:45,245 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4755 +[2025-02-26 23:56:45,299 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5456 +[2025-02-26 23:56:45,335 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.6261 +[2025-02-26 23:56:45,389 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6070 +[2025-02-26 23:56:45,424 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1287 +[2025-02-26 23:56:45,460 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.8458 +[2025-02-26 23:56:45,503 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0980 +[2025-02-26 23:56:45,538 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2483 +[2025-02-26 23:56:45,567 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2646 +[2025-02-26 23:56:45,632 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.8897 +[2025-02-26 23:56:45,674 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.1337 +[2025-02-26 23:56:45,726 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3363 +[2025-02-26 23:56:45,762 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.2280 +[2025-02-26 23:56:45,795 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.5665 +[2025-02-26 23:56:45,846 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5086 +[2025-02-26 23:56:45,876 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.1272 +[2025-02-26 23:56:45,933 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.5173 +[2025-02-26 23:56:45,973 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.8996 +[2025-02-26 23:56:46,004 INFO hook.py line 289 3738285] Test: [48/78] Loss 0.9872 +[2025-02-26 23:56:46,036 INFO hook.py line 289 3738285] Test: [49/78] Loss 1.8309 +[2025-02-26 23:56:46,066 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.8778 +[2025-02-26 23:56:46,093 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8754 +[2025-02-26 23:56:46,125 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9925 +[2025-02-26 23:56:46,149 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.8955 +[2025-02-26 23:56:46,181 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.7279 +[2025-02-26 23:56:46,216 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1139 +[2025-02-26 23:56:46,254 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7720 +[2025-02-26 23:56:46,285 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7221 +[2025-02-26 23:56:46,311 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7445 +[2025-02-26 23:56:46,347 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1679 +[2025-02-26 23:56:46,378 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3404 +[2025-02-26 23:56:46,402 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3666 +[2025-02-26 23:56:46,435 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2001 +[2025-02-26 23:56:46,469 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.2679 +[2025-02-26 23:56:46,531 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0894 +[2025-02-26 23:56:46,558 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.8201 +[2025-02-26 23:56:46,597 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6054 +[2025-02-26 23:56:46,634 INFO hook.py line 289 3738285] Test: [67/78] Loss 0.9070 +[2025-02-26 23:56:46,666 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.8990 +[2025-02-26 23:56:46,694 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3618 +[2025-02-26 23:56:46,750 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1616 +[2025-02-26 23:56:46,790 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1090 +[2025-02-26 23:56:46,839 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3622 +[2025-02-26 23:56:46,886 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.5154 +[2025-02-26 23:56:46,925 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.5660 +[2025-02-26 23:56:46,974 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8327 +[2025-02-26 23:56:47,001 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7473 +[2025-02-26 23:56:47,054 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7359 +[2025-02-26 23:56:47,080 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2308 +[2025-02-26 23:56:48,604 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:56:48,605 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:56:48,605 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:56:48,605 INFO hook.py line 232 3738285] wall : 0.7778 0.9003 +[2025-02-26 23:56:48,605 INFO hook.py line 232 3738285] floor : 0.9506 0.9857 +[2025-02-26 23:56:48,605 INFO hook.py line 232 3738285] cabinet : 0.4087 0.6646 +[2025-02-26 23:56:48,605 INFO hook.py line 232 3738285] bed : 0.5845 0.8349 +[2025-02-26 23:56:48,605 INFO hook.py line 232 3738285] chair : 0.7408 0.7789 +[2025-02-26 23:56:48,605 INFO hook.py line 232 3738285] sofa : 0.5398 0.8996 +[2025-02-26 23:56:48,605 INFO hook.py line 232 3738285] table : 0.5846 0.7652 +[2025-02-26 23:56:48,605 INFO hook.py line 232 3738285] door : 0.4371 0.5938 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] window : 0.4826 0.6776 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] bookshelf : 0.3796 0.4113 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] picture : 0.2989 0.3921 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] counter : 0.4466 0.7216 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] desk : 0.4124 0.5324 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] curtain : 0.4602 0.6162 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] refridgerator : 0.2606 0.3130 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] shower curtain : 0.2884 0.3724 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] toilet : 0.6781 0.7179 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] sink : 0.3679 0.4251 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] bathtub : 0.5714 0.9233 +[2025-02-26 23:56:48,606 INFO hook.py line 232 3738285] otherfurniture : 0.2185 0.2671 +[2025-02-26 23:56:48,606 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:56:48,606 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4945/0.6396/0.8126. +[2025-02-26 23:56:48,607 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:56:48,609 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.4945 +[2025-02-26 23:56:48,609 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4945 +[2025-02-26 23:56:48,609 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:56:58,085 INFO misc.py line 135 3738285] Train result: loss: 0.4667 +[2025-02-26 23:56:58,142 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:57:17,766 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.2065 +[2025-02-26 23:57:17,813 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7014 +[2025-02-26 23:57:17,858 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.7457 +[2025-02-26 23:57:17,908 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7631 +[2025-02-26 23:57:18,255 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.4283 +[2025-02-26 23:57:18,316 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7942 +[2025-02-26 23:57:18,363 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5376 +[2025-02-26 23:57:18,402 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5367 +[2025-02-26 23:57:18,444 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3723 +[2025-02-26 23:57:18,475 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.5334 +[2025-02-26 23:57:18,518 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.4802 +[2025-02-26 23:57:18,553 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9319 +[2025-02-26 23:57:18,602 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.0020 +[2025-02-26 23:57:18,652 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.1216 +[2025-02-26 23:57:18,700 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.2356 +[2025-02-26 23:57:18,746 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6607 +[2025-02-26 23:57:18,781 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4348 +[2025-02-26 23:57:18,816 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2261 +[2025-02-26 23:57:18,857 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0897 +[2025-02-26 23:57:18,897 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8150 +[2025-02-26 23:57:18,931 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2718 +[2025-02-26 23:57:18,972 INFO hook.py line 289 3738285] Test: [22/78] Loss 1.9515 +[2025-02-26 23:57:19,009 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3646 +[2025-02-26 23:57:19,053 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.0543 +[2025-02-26 23:57:19,103 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.4019 +[2025-02-26 23:57:19,141 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.8704 +[2025-02-26 23:57:19,193 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.4228 +[2025-02-26 23:57:19,225 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3345 +[2025-02-26 23:57:19,255 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3531 +[2025-02-26 23:57:19,307 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4725 +[2025-02-26 23:57:19,360 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6288 +[2025-02-26 23:57:19,393 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4448 +[2025-02-26 23:57:19,442 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5178 +[2025-02-26 23:57:19,478 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0657 +[2025-02-26 23:57:19,513 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.8176 +[2025-02-26 23:57:19,557 INFO hook.py line 289 3738285] Test: [36/78] Loss 0.9286 +[2025-02-26 23:57:19,595 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3631 +[2025-02-26 23:57:19,623 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2487 +[2025-02-26 23:57:19,681 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5907 +[2025-02-26 23:57:19,724 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5635 +[2025-02-26 23:57:19,773 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.4558 +[2025-02-26 23:57:19,807 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.3113 +[2025-02-26 23:57:19,842 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0149 +[2025-02-26 23:57:19,894 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6324 +[2025-02-26 23:57:19,927 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0910 +[2025-02-26 23:57:19,980 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.4812 +[2025-02-26 23:57:20,016 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1468 +[2025-02-26 23:57:20,047 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.5322 +[2025-02-26 23:57:20,077 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.5201 +[2025-02-26 23:57:20,107 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.4235 +[2025-02-26 23:57:20,133 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.3827 +[2025-02-26 23:57:20,165 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2087 +[2025-02-26 23:57:20,189 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.9981 +[2025-02-26 23:57:20,222 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9561 +[2025-02-26 23:57:20,256 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0435 +[2025-02-26 23:57:20,293 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5682 +[2025-02-26 23:57:20,332 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6020 +[2025-02-26 23:57:20,365 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6428 +[2025-02-26 23:57:20,406 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3382 +[2025-02-26 23:57:20,437 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4257 +[2025-02-26 23:57:20,460 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2541 +[2025-02-26 23:57:20,492 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4331 +[2025-02-26 23:57:20,525 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1724 +[2025-02-26 23:57:20,579 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.8509 +[2025-02-26 23:57:20,605 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1623 +[2025-02-26 23:57:20,644 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7243 +[2025-02-26 23:57:20,681 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.6355 +[2025-02-26 23:57:20,712 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.4471 +[2025-02-26 23:57:20,740 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3325 +[2025-02-26 23:57:20,794 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2882 +[2025-02-26 23:57:20,835 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.4080 +[2025-02-26 23:57:20,883 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5249 +[2025-02-26 23:57:20,930 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3421 +[2025-02-26 23:57:20,970 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.7308 +[2025-02-26 23:57:21,018 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7788 +[2025-02-26 23:57:21,045 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8524 +[2025-02-26 23:57:21,098 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6324 +[2025-02-26 23:57:21,123 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0988 +[2025-02-26 23:57:22,500 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:57:22,500 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:57:22,500 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] wall : 0.7516 0.9429 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] floor : 0.9528 0.9824 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] cabinet : 0.3916 0.6187 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] bed : 0.6295 0.7380 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] chair : 0.7843 0.8778 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] sofa : 0.6057 0.8227 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] table : 0.5541 0.6723 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] door : 0.3952 0.5146 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] window : 0.4637 0.6321 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] bookshelf : 0.1102 0.1128 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] picture : 0.2885 0.3457 +[2025-02-26 23:57:22,500 INFO hook.py line 232 3738285] counter : 0.4257 0.7277 +[2025-02-26 23:57:22,501 INFO hook.py line 232 3738285] desk : 0.4005 0.5111 +[2025-02-26 23:57:22,501 INFO hook.py line 232 3738285] curtain : 0.4013 0.5188 +[2025-02-26 23:57:22,501 INFO hook.py line 232 3738285] refridgerator : 0.2828 0.3872 +[2025-02-26 23:57:22,501 INFO hook.py line 232 3738285] shower curtain : 0.2586 0.2777 +[2025-02-26 23:57:22,501 INFO hook.py line 232 3738285] toilet : 0.7275 0.8162 +[2025-02-26 23:57:22,501 INFO hook.py line 232 3738285] sink : 0.3858 0.4304 +[2025-02-26 23:57:22,501 INFO hook.py line 232 3738285] bathtub : 0.6683 0.8929 +[2025-02-26 23:57:22,501 INFO hook.py line 232 3738285] otherfurniture : 0.2245 0.2677 +[2025-02-26 23:57:22,501 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:57:22,501 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4851/0.6045/0.8074. +[2025-02-26 23:57:22,501 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:57:22,502 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4945 +[2025-02-26 23:57:22,503 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:57:31,000 INFO misc.py line 135 3738285] Train result: loss: 0.4311 +[2025-02-26 23:57:31,049 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:57:44,576 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0106 +[2025-02-26 23:57:45,115 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7737 +[2025-02-26 23:57:45,160 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6420 +[2025-02-26 23:57:45,205 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5916 +[2025-02-26 23:57:45,247 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.9601 +[2025-02-26 23:57:45,295 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5933 +[2025-02-26 23:57:45,342 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5024 +[2025-02-26 23:57:45,368 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4509 +[2025-02-26 23:57:45,408 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4570 +[2025-02-26 23:57:45,441 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4358 +[2025-02-26 23:57:45,484 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.5004 +[2025-02-26 23:57:45,514 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1650 +[2025-02-26 23:57:45,628 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.0677 +[2025-02-26 23:57:45,664 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.5107 +[2025-02-26 23:57:45,698 INFO hook.py line 289 3738285] Test: [15/78] Loss 1.8312 +[2025-02-26 23:57:45,740 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.7863 +[2025-02-26 23:57:45,776 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4630 +[2025-02-26 23:57:45,809 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.1339 +[2025-02-26 23:57:45,850 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1637 +[2025-02-26 23:57:45,892 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9518 +[2025-02-26 23:57:45,929 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2752 +[2025-02-26 23:57:45,963 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2415 +[2025-02-26 23:57:45,989 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3005 +[2025-02-26 23:57:46,030 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.0185 +[2025-02-26 23:57:46,066 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7246 +[2025-02-26 23:57:46,104 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0091 +[2025-02-26 23:57:46,160 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.6072 +[2025-02-26 23:57:46,196 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.1311 +[2025-02-26 23:57:46,221 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3674 +[2025-02-26 23:57:46,270 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5988 +[2025-02-26 23:57:46,321 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7181 +[2025-02-26 23:57:46,355 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.2332 +[2025-02-26 23:57:46,403 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6194 +[2025-02-26 23:57:46,438 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.5187 +[2025-02-26 23:57:46,472 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.2850 +[2025-02-26 23:57:46,509 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0570 +[2025-02-26 23:57:46,542 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.5117 +[2025-02-26 23:57:46,568 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2931 +[2025-02-26 23:57:46,625 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.9339 +[2025-02-26 23:57:46,669 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.2701 +[2025-02-26 23:57:46,709 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3637 +[2025-02-26 23:57:46,733 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1534 +[2025-02-26 23:57:46,775 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0070 +[2025-02-26 23:57:46,827 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6422 +[2025-02-26 23:57:46,856 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9289 +[2025-02-26 23:57:46,902 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7849 +[2025-02-26 23:57:46,939 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0592 +[2025-02-26 23:57:46,974 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1985 +[2025-02-26 23:57:47,013 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.7312 +[2025-02-26 23:57:47,047 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2221 +[2025-02-26 23:57:47,078 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.3051 +[2025-02-26 23:57:47,115 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0299 +[2025-02-26 23:57:47,144 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2523 +[2025-02-26 23:57:47,196 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1029 +[2025-02-26 23:57:47,234 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0562 +[2025-02-26 23:57:47,275 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5983 +[2025-02-26 23:57:47,343 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.5414 +[2025-02-26 23:57:47,393 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6049 +[2025-02-26 23:57:47,445 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.0559 +[2025-02-26 23:57:47,517 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4202 +[2025-02-26 23:57:47,575 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3190 +[2025-02-26 23:57:47,609 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2252 +[2025-02-26 23:57:47,664 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.4099 +[2025-02-26 23:57:47,725 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.2596 +[2025-02-26 23:57:47,761 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1991 +[2025-02-26 23:57:47,805 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.5275 +[2025-02-26 23:57:47,841 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.1595 +[2025-02-26 23:57:47,879 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2805 +[2025-02-26 23:57:47,913 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3316 +[2025-02-26 23:57:47,972 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3433 +[2025-02-26 23:57:48,011 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.8606 +[2025-02-26 23:57:48,067 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6098 +[2025-02-26 23:57:48,118 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3132 +[2025-02-26 23:57:48,168 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9283 +[2025-02-26 23:57:48,226 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7756 +[2025-02-26 23:57:48,263 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.6670 +[2025-02-26 23:57:48,315 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6317 +[2025-02-26 23:57:48,349 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.3463 +[2025-02-26 23:57:49,859 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:57:49,860 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:57:49,860 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] wall : 0.7828 0.9254 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] floor : 0.9498 0.9854 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] cabinet : 0.3273 0.7812 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] bed : 0.6269 0.8056 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] chair : 0.7703 0.8149 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] sofa : 0.6047 0.8665 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] table : 0.5783 0.6832 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] door : 0.4568 0.5405 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] window : 0.4855 0.6628 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] bookshelf : 0.1925 0.1972 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] picture : 0.2792 0.3485 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] counter : 0.3205 0.3840 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] desk : 0.4347 0.6282 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] curtain : 0.4334 0.5062 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] refridgerator : 0.2905 0.3964 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] shower curtain : 0.2488 0.2832 +[2025-02-26 23:57:49,860 INFO hook.py line 232 3738285] toilet : 0.7532 0.7935 +[2025-02-26 23:57:49,861 INFO hook.py line 232 3738285] sink : 0.3418 0.3571 +[2025-02-26 23:57:49,861 INFO hook.py line 232 3738285] bathtub : 0.7739 0.8571 +[2025-02-26 23:57:49,861 INFO hook.py line 232 3738285] otherfurniture : 0.2030 0.2214 +[2025-02-26 23:57:49,861 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:57:49,861 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4927/0.6019/0.8094. +[2025-02-26 23:57:49,862 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:57:49,863 INFO misc.py line 164 3738285] Currently Best mIoU: 0.4945 +[2025-02-26 23:57:49,863 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:57:58,906 INFO misc.py line 135 3738285] Train result: loss: 0.4257 +[2025-02-26 23:57:59,012 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:58:34,468 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8781 +[2025-02-26 23:58:34,521 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7615 +[2025-02-26 23:58:34,562 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6400 +[2025-02-26 23:58:34,608 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5784 +[2025-02-26 23:58:34,642 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.9740 +[2025-02-26 23:58:34,690 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6499 +[2025-02-26 23:58:34,747 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4842 +[2025-02-26 23:58:34,778 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.6003 +[2025-02-26 23:58:34,825 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3754 +[2025-02-26 23:58:34,867 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1930 +[2025-02-26 23:58:34,911 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.0729 +[2025-02-26 23:58:34,944 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.3904 +[2025-02-26 23:58:34,988 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.1260 +[2025-02-26 23:58:35,042 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.8969 +[2025-02-26 23:58:35,079 INFO hook.py line 289 3738285] Test: [15/78] Loss 1.9479 +[2025-02-26 23:58:35,126 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.0891 +[2025-02-26 23:58:35,165 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6187 +[2025-02-26 23:58:35,198 INFO hook.py line 289 3738285] Test: [18/78] Loss 0.9565 +[2025-02-26 23:58:35,240 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.3594 +[2025-02-26 23:58:35,275 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.4677 +[2025-02-26 23:58:35,311 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2981 +[2025-02-26 23:58:35,351 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2963 +[2025-02-26 23:58:35,385 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2774 +[2025-02-26 23:58:35,428 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8561 +[2025-02-26 23:58:35,466 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8918 +[2025-02-26 23:58:35,509 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0572 +[2025-02-26 23:58:35,559 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.7313 +[2025-02-26 23:58:35,595 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3264 +[2025-02-26 23:58:35,629 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.4022 +[2025-02-26 23:58:35,679 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.2140 +[2025-02-26 23:58:35,736 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5309 +[2025-02-26 23:58:35,773 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.3782 +[2025-02-26 23:58:35,824 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.8985 +[2025-02-26 23:58:35,863 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1145 +[2025-02-26 23:58:35,900 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.2327 +[2025-02-26 23:58:35,938 INFO hook.py line 289 3738285] Test: [36/78] Loss 0.9780 +[2025-02-26 23:58:35,974 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2028 +[2025-02-26 23:58:36,008 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.4842 +[2025-02-26 23:58:36,066 INFO hook.py line 289 3738285] Test: [39/78] Loss 3.1947 +[2025-02-26 23:58:36,111 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6697 +[2025-02-26 23:58:36,154 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.7319 +[2025-02-26 23:58:36,180 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.3594 +[2025-02-26 23:58:36,214 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.7531 +[2025-02-26 23:58:36,264 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.7510 +[2025-02-26 23:58:36,298 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.1861 +[2025-02-26 23:58:36,350 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6965 +[2025-02-26 23:58:36,387 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0059 +[2025-02-26 23:58:36,417 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.0889 +[2025-02-26 23:58:36,450 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.0426 +[2025-02-26 23:58:36,482 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0015 +[2025-02-26 23:58:36,510 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.5545 +[2025-02-26 23:58:36,540 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.3194 +[2025-02-26 23:58:36,567 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1510 +[2025-02-26 23:58:36,601 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.3403 +[2025-02-26 23:58:36,638 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1998 +[2025-02-26 23:58:36,673 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.9065 +[2025-02-26 23:58:36,706 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.5547 +[2025-02-26 23:58:36,733 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6049 +[2025-02-26 23:58:36,768 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.4419 +[2025-02-26 23:58:36,800 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.6396 +[2025-02-26 23:58:36,826 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3768 +[2025-02-26 23:58:36,861 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.0855 +[2025-02-26 23:58:36,893 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.7265 +[2025-02-26 23:58:36,945 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1328 +[2025-02-26 23:58:36,973 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.2251 +[2025-02-26 23:58:37,014 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.5844 +[2025-02-26 23:58:37,048 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3790 +[2025-02-26 23:58:37,081 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0680 +[2025-02-26 23:58:37,112 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.2939 +[2025-02-26 23:58:37,167 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2505 +[2025-02-26 23:58:37,206 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3068 +[2025-02-26 23:58:37,255 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6335 +[2025-02-26 23:58:37,303 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4454 +[2025-02-26 23:58:37,344 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1622 +[2025-02-26 23:58:37,394 INFO hook.py line 289 3738285] Test: [75/78] Loss 1.0107 +[2025-02-26 23:58:37,423 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7788 +[2025-02-26 23:58:37,476 INFO hook.py line 289 3738285] Test: [77/78] Loss 1.1165 +[2025-02-26 23:58:37,499 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.3630 +[2025-02-26 23:58:38,708 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:58:38,708 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:58:38,708 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] wall : 0.7545 0.9173 +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] floor : 0.9467 0.9856 +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] cabinet : 0.4133 0.6997 +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] bed : 0.5672 0.8103 +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] chair : 0.7666 0.8186 +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] sofa : 0.5892 0.8360 +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] table : 0.5306 0.5719 +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] door : 0.4571 0.5978 +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] window : 0.4678 0.7419 +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] bookshelf : 0.4101 0.4411 +[2025-02-26 23:58:38,708 INFO hook.py line 232 3738285] picture : 0.2569 0.2967 +[2025-02-26 23:58:38,709 INFO hook.py line 232 3738285] counter : 0.4405 0.6444 +[2025-02-26 23:58:38,709 INFO hook.py line 232 3738285] desk : 0.4166 0.6171 +[2025-02-26 23:58:38,709 INFO hook.py line 232 3738285] curtain : 0.4516 0.4907 +[2025-02-26 23:58:38,709 INFO hook.py line 232 3738285] refridgerator : 0.2409 0.2798 +[2025-02-26 23:58:38,709 INFO hook.py line 232 3738285] shower curtain : 0.3391 0.4367 +[2025-02-26 23:58:38,709 INFO hook.py line 232 3738285] toilet : 0.7453 0.7752 +[2025-02-26 23:58:38,709 INFO hook.py line 232 3738285] sink : 0.3737 0.4099 +[2025-02-26 23:58:38,709 INFO hook.py line 232 3738285] bathtub : 0.7659 0.8710 +[2025-02-26 23:58:38,709 INFO hook.py line 232 3738285] otherfurniture : 0.1717 0.1917 +[2025-02-26 23:58:38,709 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:58:38,709 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5053/0.6217/0.8106. +[2025-02-26 23:58:38,709 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:58:38,710 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5053 +[2025-02-26 23:58:38,710 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-26 23:58:38,710 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:58:46,261 INFO misc.py line 135 3738285] Train result: loss: 0.4250 +[2025-02-26 23:58:46,323 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:59:11,513 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.1745 +[2025-02-26 23:59:11,611 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7454 +[2025-02-26 23:59:11,655 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6901 +[2025-02-26 23:59:11,705 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7100 +[2025-02-26 23:59:11,748 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8032 +[2025-02-26 23:59:11,810 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6044 +[2025-02-26 23:59:11,867 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5143 +[2025-02-26 23:59:11,907 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.6661 +[2025-02-26 23:59:11,953 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3927 +[2025-02-26 23:59:11,996 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4574 +[2025-02-26 23:59:12,042 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2567 +[2025-02-26 23:59:12,085 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.3414 +[2025-02-26 23:59:16,008 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.5817 +[2025-02-26 23:59:16,170 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.7298 +[2025-02-26 23:59:16,312 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3245 +[2025-02-26 23:59:18,843 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.0502 +[2025-02-26 23:59:18,895 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4727 +[2025-02-26 23:59:18,950 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.1534 +[2025-02-26 23:59:18,989 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0704 +[2025-02-26 23:59:19,020 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9704 +[2025-02-26 23:59:19,059 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2541 +[2025-02-26 23:59:19,097 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1774 +[2025-02-26 23:59:19,125 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2669 +[2025-02-26 23:59:19,166 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.7980 +[2025-02-26 23:59:19,204 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.1929 +[2025-02-26 23:59:19,244 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0066 +[2025-02-26 23:59:19,292 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.6517 +[2025-02-26 23:59:19,325 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.0920 +[2025-02-26 23:59:19,357 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3406 +[2025-02-26 23:59:19,409 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6585 +[2025-02-26 23:59:19,463 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7765 +[2025-02-26 23:59:19,495 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.6948 +[2025-02-26 23:59:19,548 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.9889 +[2025-02-26 23:59:19,585 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.4271 +[2025-02-26 23:59:19,620 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.2185 +[2025-02-26 23:59:19,665 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1075 +[2025-02-26 23:59:19,710 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.7512 +[2025-02-26 23:59:19,739 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2492 +[2025-02-26 23:59:19,806 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7408 +[2025-02-26 23:59:19,848 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.1751 +[2025-02-26 23:59:19,890 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3580 +[2025-02-26 23:59:19,919 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.2473 +[2025-02-26 23:59:19,963 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9670 +[2025-02-26 23:59:20,026 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.7489 +[2025-02-26 23:59:20,062 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.2737 +[2025-02-26 23:59:20,111 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6195 +[2025-02-26 23:59:20,146 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1449 +[2025-02-26 23:59:20,177 INFO hook.py line 289 3738285] Test: [48/78] Loss 0.8967 +[2025-02-26 23:59:20,208 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.8202 +[2025-02-26 23:59:20,237 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.8102 +[2025-02-26 23:59:20,265 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.5495 +[2025-02-26 23:59:20,296 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.3167 +[2025-02-26 23:59:20,320 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2627 +[2025-02-26 23:59:20,353 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.7222 +[2025-02-26 23:59:20,388 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0591 +[2025-02-26 23:59:20,426 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.0798 +[2025-02-26 23:59:20,457 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6703 +[2025-02-26 23:59:20,492 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7149 +[2025-02-26 23:59:20,529 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1281 +[2025-02-26 23:59:20,559 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5521 +[2025-02-26 23:59:20,581 INFO hook.py line 289 3738285] Test: [61/78] Loss 3.7895 +[2025-02-26 23:59:20,611 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2415 +[2025-02-26 23:59:20,645 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.2658 +[2025-02-26 23:59:20,698 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.8925 +[2025-02-26 23:59:20,723 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.9005 +[2025-02-26 23:59:20,761 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.5746 +[2025-02-26 23:59:20,798 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.0520 +[2025-02-26 23:59:20,829 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.5186 +[2025-02-26 23:59:20,856 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3367 +[2025-02-26 23:59:20,911 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.0990 +[2025-02-26 23:59:20,950 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.0453 +[2025-02-26 23:59:20,998 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6846 +[2025-02-26 23:59:21,045 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4224 +[2025-02-26 23:59:21,085 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.5728 +[2025-02-26 23:59:21,132 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.9210 +[2025-02-26 23:59:21,159 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9440 +[2025-02-26 23:59:21,211 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5196 +[2025-02-26 23:59:21,236 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2690 +[2025-02-26 23:59:22,715 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:59:22,716 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:59:22,716 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] wall : 0.7653 0.9352 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] floor : 0.9510 0.9873 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] cabinet : 0.3769 0.7240 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] bed : 0.6313 0.7706 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] chair : 0.7697 0.8383 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] sofa : 0.5958 0.8889 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] table : 0.5537 0.6232 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] door : 0.3733 0.4014 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] window : 0.4562 0.5886 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] bookshelf : 0.3665 0.3948 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] picture : 0.2432 0.4706 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] counter : 0.3760 0.6400 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] desk : 0.4059 0.6270 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] curtain : 0.4476 0.5353 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] refridgerator : 0.2411 0.2700 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] shower curtain : 0.1898 0.2028 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] toilet : 0.6185 0.6428 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] sink : 0.3883 0.4400 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] bathtub : 0.6972 0.8529 +[2025-02-26 23:59:22,716 INFO hook.py line 232 3738285] otherfurniture : 0.2178 0.2530 +[2025-02-26 23:59:22,716 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:59:22,716 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4832/0.6043/0.8098. +[2025-02-26 23:59:22,717 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:59:22,719 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-26 23:59:22,719 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-26 23:59:31,968 INFO misc.py line 135 3738285] Train result: loss: 0.3965 +[2025-02-26 23:59:32,056 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-26 23:59:50,248 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0860 +[2025-02-26 23:59:51,694 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7256 +[2025-02-26 23:59:51,742 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.7004 +[2025-02-26 23:59:51,793 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6506 +[2025-02-26 23:59:51,850 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8942 +[2025-02-26 23:59:51,912 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6991 +[2025-02-26 23:59:51,965 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5990 +[2025-02-26 23:59:51,998 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5440 +[2025-02-26 23:59:52,046 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.2959 +[2025-02-26 23:59:52,130 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.6915 +[2025-02-26 23:59:52,676 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.7464 +[2025-02-26 23:59:52,711 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0026 +[2025-02-26 23:59:52,756 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5809 +[2025-02-26 23:59:52,801 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.5455 +[2025-02-26 23:59:52,839 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.1231 +[2025-02-26 23:59:52,882 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.9930 +[2025-02-26 23:59:52,926 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.7041 +[2025-02-26 23:59:52,973 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3303 +[2025-02-26 23:59:53,030 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.3899 +[2025-02-26 23:59:53,073 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0204 +[2025-02-26 23:59:53,110 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2640 +[2025-02-26 23:59:53,152 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.0920 +[2025-02-26 23:59:53,195 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.5299 +[2025-02-26 23:59:53,248 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8568 +[2025-02-26 23:59:53,289 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.2777 +[2025-02-26 23:59:53,329 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1949 +[2025-02-26 23:59:53,376 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8764 +[2025-02-26 23:59:53,410 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.4737 +[2025-02-26 23:59:53,439 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3834 +[2025-02-26 23:59:53,489 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5118 +[2025-02-26 23:59:53,544 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.8478 +[2025-02-26 23:59:53,577 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.8786 +[2025-02-26 23:59:53,626 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6979 +[2025-02-26 23:59:53,662 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0538 +[2025-02-26 23:59:53,697 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.1370 +[2025-02-26 23:59:53,735 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0093 +[2025-02-26 23:59:53,770 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.7705 +[2025-02-26 23:59:53,801 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2720 +[2025-02-26 23:59:53,859 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.4051 +[2025-02-26 23:59:53,902 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4247 +[2025-02-26 23:59:53,953 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.4745 +[2025-02-26 23:59:53,988 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1249 +[2025-02-26 23:59:54,025 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9534 +[2025-02-26 23:59:54,077 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6152 +[2025-02-26 23:59:54,110 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.1648 +[2025-02-26 23:59:54,152 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.4901 +[2025-02-26 23:59:54,189 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.4543 +[2025-02-26 23:59:54,221 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.4327 +[2025-02-26 23:59:54,254 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.8080 +[2025-02-26 23:59:54,284 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0834 +[2025-02-26 23:59:54,311 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.4681 +[2025-02-26 23:59:54,344 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.1610 +[2025-02-26 23:59:54,370 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1557 +[2025-02-26 23:59:54,403 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0123 +[2025-02-26 23:59:54,438 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0438 +[2025-02-26 23:59:54,476 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6564 +[2025-02-26 23:59:54,508 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6960 +[2025-02-26 23:59:54,534 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7925 +[2025-02-26 23:59:54,571 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2479 +[2025-02-26 23:59:54,604 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5488 +[2025-02-26 23:59:54,627 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5021 +[2025-02-26 23:59:54,660 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3424 +[2025-02-26 23:59:54,694 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.6249 +[2025-02-26 23:59:54,747 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0477 +[2025-02-26 23:59:54,775 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0243 +[2025-02-26 23:59:54,813 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6482 +[2025-02-26 23:59:54,850 INFO hook.py line 289 3738285] Test: [67/78] Loss 2.0726 +[2025-02-26 23:59:54,882 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.3099 +[2025-02-26 23:59:54,910 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3217 +[2025-02-26 23:59:54,965 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2170 +[2025-02-26 23:59:55,005 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.6631 +[2025-02-26 23:59:55,055 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6611 +[2025-02-26 23:59:55,101 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3639 +[2025-02-26 23:59:55,140 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9859 +[2025-02-26 23:59:55,189 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.9062 +[2025-02-26 23:59:55,217 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.0840 +[2025-02-26 23:59:55,270 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7110 +[2025-02-26 23:59:55,295 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2507 +[2025-02-26 23:59:56,539 INFO hook.py line 217 3738285] ######################################## +[2025-02-26 23:59:56,539 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-26 23:59:56,539 INFO hook.py line 223 3738285] ######################################## +[2025-02-26 23:59:56,539 INFO hook.py line 232 3738285] wall : 0.7417 0.9489 +[2025-02-26 23:59:56,540 INFO hook.py line 232 3738285] floor : 0.9512 0.9846 +[2025-02-26 23:59:56,540 INFO hook.py line 232 3738285] cabinet : 0.3945 0.6326 +[2025-02-26 23:59:56,540 INFO hook.py line 232 3738285] bed : 0.6505 0.7745 +[2025-02-26 23:59:56,540 INFO hook.py line 232 3738285] chair : 0.7817 0.8500 +[2025-02-26 23:59:56,540 INFO hook.py line 232 3738285] sofa : 0.6150 0.8326 +[2025-02-26 23:59:56,540 INFO hook.py line 232 3738285] table : 0.5605 0.6501 +[2025-02-26 23:59:56,540 INFO hook.py line 232 3738285] door : 0.4306 0.5646 +[2025-02-26 23:59:56,540 INFO hook.py line 232 3738285] window : 0.4104 0.4723 +[2025-02-26 23:59:56,540 INFO hook.py line 232 3738285] bookshelf : 0.1482 0.1523 +[2025-02-26 23:59:56,540 INFO hook.py line 232 3738285] picture : 0.2910 0.3616 +[2025-02-26 23:59:56,541 INFO hook.py line 232 3738285] counter : 0.4002 0.5685 +[2025-02-26 23:59:56,541 INFO hook.py line 232 3738285] desk : 0.4007 0.6017 +[2025-02-26 23:59:56,541 INFO hook.py line 232 3738285] curtain : 0.4228 0.4544 +[2025-02-26 23:59:56,541 INFO hook.py line 232 3738285] refridgerator : 0.2051 0.2377 +[2025-02-26 23:59:56,541 INFO hook.py line 232 3738285] shower curtain : 0.2063 0.2161 +[2025-02-26 23:59:56,541 INFO hook.py line 232 3738285] toilet : 0.7211 0.7967 +[2025-02-26 23:59:56,541 INFO hook.py line 232 3738285] sink : 0.4013 0.4685 +[2025-02-26 23:59:56,541 INFO hook.py line 232 3738285] bathtub : 0.6997 0.8253 +[2025-02-26 23:59:56,541 INFO hook.py line 232 3738285] otherfurniture : 0.2367 0.3093 +[2025-02-26 23:59:56,541 INFO hook.py line 233 3738285] ######################################## +[2025-02-26 23:59:56,541 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4835/0.5851/0.8065. +[2025-02-26 23:59:56,542 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-26 23:59:56,549 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-26 23:59:56,549 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:00:06,106 INFO misc.py line 135 3738285] Train result: loss: 0.4325 +[2025-02-27 00:00:06,171 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:00:25,477 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0868 +[2025-02-27 00:00:25,527 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7443 +[2025-02-27 00:00:25,569 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.7553 +[2025-02-27 00:00:25,630 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.8247 +[2025-02-27 00:00:25,676 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7718 +[2025-02-27 00:00:26,236 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5692 +[2025-02-27 00:00:26,284 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4582 +[2025-02-27 00:00:26,310 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5608 +[2025-02-27 00:00:26,351 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4933 +[2025-02-27 00:00:26,382 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.5083 +[2025-02-27 00:00:26,428 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.3189 +[2025-02-27 00:00:26,475 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1172 +[2025-02-27 00:00:26,524 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.5772 +[2025-02-27 00:00:26,563 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.4982 +[2025-02-27 00:00:26,602 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.0537 +[2025-02-27 00:00:26,656 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.9625 +[2025-02-27 00:00:26,693 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5697 +[2025-02-27 00:00:26,734 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4434 +[2025-02-27 00:00:26,782 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9764 +[2025-02-27 00:00:26,817 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0027 +[2025-02-27 00:00:26,852 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2680 +[2025-02-27 00:00:26,889 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1477 +[2025-02-27 00:00:26,918 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.4995 +[2025-02-27 00:00:26,964 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9087 +[2025-02-27 00:00:27,003 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8490 +[2025-02-27 00:00:27,043 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.8522 +[2025-02-27 00:00:27,092 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.7711 +[2025-02-27 00:00:27,126 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.1169 +[2025-02-27 00:00:27,158 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3438 +[2025-02-27 00:00:27,210 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.7513 +[2025-02-27 00:00:27,263 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7688 +[2025-02-27 00:00:27,309 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4753 +[2025-02-27 00:00:27,368 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.7482 +[2025-02-27 00:00:27,410 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1379 +[2025-02-27 00:00:27,446 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9166 +[2025-02-27 00:00:27,485 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0995 +[2025-02-27 00:00:27,521 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.7314 +[2025-02-27 00:00:27,564 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2995 +[2025-02-27 00:00:27,629 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7593 +[2025-02-27 00:00:27,676 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.2245 +[2025-02-27 00:00:27,718 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3093 +[2025-02-27 00:00:27,743 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.4415 +[2025-02-27 00:00:27,775 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8044 +[2025-02-27 00:00:27,829 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6186 +[2025-02-27 00:00:27,866 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.1346 +[2025-02-27 00:00:27,917 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.5760 +[2025-02-27 00:00:27,953 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.8818 +[2025-02-27 00:00:27,983 INFO hook.py line 289 3738285] Test: [48/78] Loss 0.8493 +[2025-02-27 00:00:28,020 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.3718 +[2025-02-27 00:00:28,050 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0925 +[2025-02-27 00:00:28,077 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.5375 +[2025-02-27 00:00:28,108 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0554 +[2025-02-27 00:00:28,132 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1337 +[2025-02-27 00:00:28,164 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.7889 +[2025-02-27 00:00:28,199 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0606 +[2025-02-27 00:00:28,236 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7694 +[2025-02-27 00:00:28,267 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7486 +[2025-02-27 00:00:28,291 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7238 +[2025-02-27 00:00:28,328 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1661 +[2025-02-27 00:00:28,359 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4142 +[2025-02-27 00:00:28,382 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3933 +[2025-02-27 00:00:28,413 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.1613 +[2025-02-27 00:00:28,447 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.2010 +[2025-02-27 00:00:28,499 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.8041 +[2025-02-27 00:00:28,526 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.4456 +[2025-02-27 00:00:28,564 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7511 +[2025-02-27 00:00:28,600 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.6228 +[2025-02-27 00:00:28,632 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2478 +[2025-02-27 00:00:28,660 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3908 +[2025-02-27 00:00:28,714 INFO hook.py line 289 3738285] Test: [70/78] Loss 0.9501 +[2025-02-27 00:00:28,755 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1349 +[2025-02-27 00:00:28,803 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5411 +[2025-02-27 00:00:28,850 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3838 +[2025-02-27 00:00:28,890 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.7350 +[2025-02-27 00:00:28,938 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8593 +[2025-02-27 00:00:28,965 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7422 +[2025-02-27 00:00:29,018 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5569 +[2025-02-27 00:00:29,043 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.3105 +[2025-02-27 00:00:30,464 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:00:30,465 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:00:30,465 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:00:30,465 INFO hook.py line 232 3738285] wall : 0.7550 0.9305 +[2025-02-27 00:00:30,465 INFO hook.py line 232 3738285] floor : 0.9528 0.9810 +[2025-02-27 00:00:30,465 INFO hook.py line 232 3738285] cabinet : 0.4206 0.7319 +[2025-02-27 00:00:30,465 INFO hook.py line 232 3738285] bed : 0.6088 0.8027 +[2025-02-27 00:00:30,465 INFO hook.py line 232 3738285] chair : 0.7564 0.8003 +[2025-02-27 00:00:30,465 INFO hook.py line 232 3738285] sofa : 0.5691 0.8600 +[2025-02-27 00:00:30,465 INFO hook.py line 232 3738285] table : 0.5917 0.7081 +[2025-02-27 00:00:30,465 INFO hook.py line 232 3738285] door : 0.4249 0.5067 +[2025-02-27 00:00:30,465 INFO hook.py line 232 3738285] window : 0.4545 0.6144 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] bookshelf : 0.3136 0.3308 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] picture : 0.2608 0.3535 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] counter : 0.4148 0.6113 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] desk : 0.4098 0.5592 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] curtain : 0.2258 0.2396 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] refridgerator : 0.1863 0.1966 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] shower curtain : 0.2923 0.3276 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] toilet : 0.7356 0.8862 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] sink : 0.3153 0.3324 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] bathtub : 0.5963 0.9055 +[2025-02-27 00:00:30,466 INFO hook.py line 232 3738285] otherfurniture : 0.2330 0.3161 +[2025-02-27 00:00:30,466 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:00:30,466 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4759/0.5997/0.8075. +[2025-02-27 00:00:30,467 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:00:30,474 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-27 00:00:30,475 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:00:39,284 INFO misc.py line 135 3738285] Train result: loss: 0.4368 +[2025-02-27 00:00:39,352 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:00:58,553 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9487 +[2025-02-27 00:00:58,598 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.8036 +[2025-02-27 00:00:59,231 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5546 +[2025-02-27 00:00:59,278 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7508 +[2025-02-27 00:00:59,317 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7991 +[2025-02-27 00:00:59,369 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7476 +[2025-02-27 00:00:59,416 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6331 +[2025-02-27 00:00:59,443 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4552 +[2025-02-27 00:00:59,484 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3912 +[2025-02-27 00:00:59,531 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4644 +[2025-02-27 00:00:59,577 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1243 +[2025-02-27 00:00:59,612 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0284 +[2025-02-27 00:00:59,658 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.7051 +[2025-02-27 00:00:59,703 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.7888 +[2025-02-27 00:00:59,738 INFO hook.py line 289 3738285] Test: [15/78] Loss 1.8935 +[2025-02-27 00:00:59,783 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.9411 +[2025-02-27 00:00:59,820 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4621 +[2025-02-27 00:00:59,865 INFO hook.py line 289 3738285] Test: [18/78] Loss 0.9944 +[2025-02-27 00:00:59,908 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0703 +[2025-02-27 00:00:59,941 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9723 +[2025-02-27 00:00:59,976 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2732 +[2025-02-27 00:01:00,016 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.0127 +[2025-02-27 00:01:00,042 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3397 +[2025-02-27 00:01:00,090 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.0329 +[2025-02-27 00:01:00,129 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7170 +[2025-02-27 00:01:00,169 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9537 +[2025-02-27 00:01:00,217 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.4309 +[2025-02-27 00:01:00,258 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.1063 +[2025-02-27 00:01:00,295 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3089 +[2025-02-27 00:01:00,357 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4354 +[2025-02-27 00:01:00,410 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7102 +[2025-02-27 00:01:00,442 INFO hook.py line 289 3738285] Test: [32/78] Loss 2.9475 +[2025-02-27 00:01:00,491 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6311 +[2025-02-27 00:01:00,528 INFO hook.py line 289 3738285] Test: [34/78] Loss 0.8508 +[2025-02-27 00:01:00,565 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.8869 +[2025-02-27 00:01:00,603 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1900 +[2025-02-27 00:01:00,654 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.1832 +[2025-02-27 00:01:00,681 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3205 +[2025-02-27 00:01:00,740 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.4710 +[2025-02-27 00:01:00,783 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.0329 +[2025-02-27 00:01:00,826 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3621 +[2025-02-27 00:01:00,862 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.9658 +[2025-02-27 00:01:00,898 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.7985 +[2025-02-27 00:01:00,952 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6242 +[2025-02-27 00:01:00,990 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9387 +[2025-02-27 00:01:01,046 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.4988 +[2025-02-27 00:01:01,082 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.6707 +[2025-02-27 00:01:01,114 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1194 +[2025-02-27 00:01:01,145 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.4677 +[2025-02-27 00:01:01,176 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1947 +[2025-02-27 00:01:01,207 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9950 +[2025-02-27 00:01:01,241 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.1033 +[2025-02-27 00:01:01,266 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1397 +[2025-02-27 00:01:01,300 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.5802 +[2025-02-27 00:01:01,336 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0661 +[2025-02-27 00:01:01,374 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7049 +[2025-02-27 00:01:01,405 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.8144 +[2025-02-27 00:01:01,431 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6562 +[2025-02-27 00:01:01,469 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2607 +[2025-02-27 00:01:01,504 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4662 +[2025-02-27 00:01:01,527 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.1159 +[2025-02-27 00:01:01,560 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3695 +[2025-02-27 00:01:01,595 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0704 +[2025-02-27 00:01:01,649 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.3566 +[2025-02-27 00:01:01,676 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.8957 +[2025-02-27 00:01:01,717 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.9339 +[2025-02-27 00:01:01,753 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.1423 +[2025-02-27 00:01:01,786 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2660 +[2025-02-27 00:01:01,815 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.2991 +[2025-02-27 00:01:01,869 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1010 +[2025-02-27 00:01:01,909 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1457 +[2025-02-27 00:01:01,959 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4891 +[2025-02-27 00:01:02,006 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.5460 +[2025-02-27 00:01:02,045 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.5588 +[2025-02-27 00:01:02,093 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.9922 +[2025-02-27 00:01:02,120 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8010 +[2025-02-27 00:01:02,173 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4693 +[2025-02-27 00:01:02,199 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8261 +[2025-02-27 00:01:03,859 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:01:03,860 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:01:03,860 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:01:03,860 INFO hook.py line 232 3738285] wall : 0.7604 0.9238 +[2025-02-27 00:01:03,860 INFO hook.py line 232 3738285] floor : 0.9539 0.9865 +[2025-02-27 00:01:03,860 INFO hook.py line 232 3738285] cabinet : 0.4171 0.6875 +[2025-02-27 00:01:03,860 INFO hook.py line 232 3738285] bed : 0.5846 0.8478 +[2025-02-27 00:01:03,860 INFO hook.py line 232 3738285] chair : 0.8002 0.8587 +[2025-02-27 00:01:03,860 INFO hook.py line 232 3738285] sofa : 0.6206 0.7618 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] table : 0.5982 0.7504 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] door : 0.4481 0.5944 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] window : 0.4592 0.6244 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] bookshelf : 0.2214 0.2301 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] picture : 0.2653 0.3186 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] counter : 0.4417 0.5395 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] desk : 0.3821 0.4682 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] curtain : 0.4506 0.5428 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] refridgerator : 0.3216 0.3934 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] shower curtain : 0.2092 0.2250 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] toilet : 0.7784 0.8275 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] sink : 0.3758 0.4205 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] bathtub : 0.7912 0.8722 +[2025-02-27 00:01:03,861 INFO hook.py line 232 3738285] otherfurniture : 0.2204 0.2899 +[2025-02-27 00:01:03,861 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:01:03,861 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5050/0.6081/0.8141. +[2025-02-27 00:01:03,862 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:01:03,874 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-27 00:01:03,876 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:01:12,886 INFO misc.py line 135 3738285] Train result: loss: 0.3718 +[2025-02-27 00:01:12,953 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:01:31,926 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9627 +[2025-02-27 00:01:32,916 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.8043 +[2025-02-27 00:01:32,966 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.7703 +[2025-02-27 00:01:33,021 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7233 +[2025-02-27 00:01:33,064 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8670 +[2025-02-27 00:01:33,117 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7556 +[2025-02-27 00:01:33,175 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6069 +[2025-02-27 00:01:33,215 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4121 +[2025-02-27 00:01:33,262 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4328 +[2025-02-27 00:01:33,306 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.6476 +[2025-02-27 00:01:33,357 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.4486 +[2025-02-27 00:01:33,390 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9274 +[2025-02-27 00:01:33,435 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.2245 +[2025-02-27 00:01:33,479 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.0258 +[2025-02-27 00:01:33,514 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.2639 +[2025-02-27 00:01:33,569 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.1513 +[2025-02-27 00:01:33,618 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5581 +[2025-02-27 00:01:33,654 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4723 +[2025-02-27 00:01:33,696 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1468 +[2025-02-27 00:01:33,729 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8847 +[2025-02-27 00:01:33,771 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2539 +[2025-02-27 00:01:33,815 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.0756 +[2025-02-27 00:01:33,851 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.7473 +[2025-02-27 00:01:33,898 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9910 +[2025-02-27 00:01:33,937 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7546 +[2025-02-27 00:01:33,976 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9531 +[2025-02-27 00:01:34,025 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.5777 +[2025-02-27 00:01:34,060 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7712 +[2025-02-27 00:01:34,101 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3303 +[2025-02-27 00:01:34,152 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6953 +[2025-02-27 00:01:34,206 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5907 +[2025-02-27 00:01:34,242 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.7645 +[2025-02-27 00:01:34,291 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6396 +[2025-02-27 00:01:34,328 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0791 +[2025-02-27 00:01:34,363 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0056 +[2025-02-27 00:01:34,408 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1620 +[2025-02-27 00:01:34,444 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.5537 +[2025-02-27 00:01:34,475 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2884 +[2025-02-27 00:01:34,533 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7897 +[2025-02-27 00:01:34,575 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.1429 +[2025-02-27 00:01:34,619 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.1231 +[2025-02-27 00:01:34,653 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.4772 +[2025-02-27 00:01:34,690 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8848 +[2025-02-27 00:01:34,742 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.7335 +[2025-02-27 00:01:34,777 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0796 +[2025-02-27 00:01:34,824 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.5355 +[2025-02-27 00:01:34,860 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0304 +[2025-02-27 00:01:34,893 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.5609 +[2025-02-27 00:01:34,926 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.9741 +[2025-02-27 00:01:34,955 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2900 +[2025-02-27 00:01:34,990 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9605 +[2025-02-27 00:01:35,030 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2800 +[2025-02-27 00:01:35,060 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1488 +[2025-02-27 00:01:35,093 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1145 +[2025-02-27 00:01:35,128 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0488 +[2025-02-27 00:01:35,167 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6673 +[2025-02-27 00:01:35,198 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6851 +[2025-02-27 00:01:35,224 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5701 +[2025-02-27 00:01:35,261 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2317 +[2025-02-27 00:01:35,294 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5027 +[2025-02-27 00:01:35,319 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.8173 +[2025-02-27 00:01:35,352 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3953 +[2025-02-27 00:01:35,387 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0938 +[2025-02-27 00:01:35,440 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0276 +[2025-02-27 00:01:35,468 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0043 +[2025-02-27 00:01:35,508 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.8756 +[2025-02-27 00:01:35,544 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.6149 +[2025-02-27 00:01:35,576 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.3100 +[2025-02-27 00:01:35,605 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.2838 +[2025-02-27 00:01:35,659 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2532 +[2025-02-27 00:01:35,699 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.5293 +[2025-02-27 00:01:35,749 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4450 +[2025-02-27 00:01:35,796 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4375 +[2025-02-27 00:01:35,834 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9235 +[2025-02-27 00:01:35,883 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7017 +[2025-02-27 00:01:35,910 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7923 +[2025-02-27 00:01:35,963 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.3959 +[2025-02-27 00:01:35,989 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9309 +[2025-02-27 00:01:37,325 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:01:37,325 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:01:37,325 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] wall : 0.7560 0.9492 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] floor : 0.9510 0.9814 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] cabinet : 0.3978 0.6891 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] bed : 0.5804 0.7833 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] chair : 0.7953 0.8576 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] sofa : 0.5914 0.7669 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] table : 0.5862 0.7772 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] door : 0.4168 0.4824 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] window : 0.4715 0.6473 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] bookshelf : 0.2285 0.2352 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] picture : 0.2787 0.3265 +[2025-02-27 00:01:37,325 INFO hook.py line 232 3738285] counter : 0.4552 0.6247 +[2025-02-27 00:01:37,326 INFO hook.py line 232 3738285] desk : 0.3736 0.4409 +[2025-02-27 00:01:37,326 INFO hook.py line 232 3738285] curtain : 0.4521 0.5269 +[2025-02-27 00:01:37,326 INFO hook.py line 232 3738285] refridgerator : 0.2058 0.2092 +[2025-02-27 00:01:37,326 INFO hook.py line 232 3738285] shower curtain : 0.2374 0.2568 +[2025-02-27 00:01:37,326 INFO hook.py line 232 3738285] toilet : 0.7647 0.8814 +[2025-02-27 00:01:37,326 INFO hook.py line 232 3738285] sink : 0.3147 0.3295 +[2025-02-27 00:01:37,326 INFO hook.py line 232 3738285] bathtub : 0.7500 0.8479 +[2025-02-27 00:01:37,326 INFO hook.py line 232 3738285] otherfurniture : 0.1955 0.2277 +[2025-02-27 00:01:37,326 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:01:37,326 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4901/0.5921/0.8121. +[2025-02-27 00:01:37,326 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:01:37,332 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-27 00:01:37,332 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:01:46,280 INFO misc.py line 135 3738285] Train result: loss: 0.3860 +[2025-02-27 00:01:46,355 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:01:58,471 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.1147 +[2025-02-27 00:02:00,208 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.8516 +[2025-02-27 00:02:00,280 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.7691 +[2025-02-27 00:02:00,371 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6090 +[2025-02-27 00:02:00,464 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.9278 +[2025-02-27 00:02:00,539 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6727 +[2025-02-27 00:02:00,592 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6679 +[2025-02-27 00:02:00,627 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5086 +[2025-02-27 00:02:00,680 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4374 +[2025-02-27 00:02:00,724 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4259 +[2025-02-27 00:02:00,774 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.6602 +[2025-02-27 00:02:00,814 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1339 +[2025-02-27 00:02:00,949 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.0878 +[2025-02-27 00:02:01,019 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.1243 +[2025-02-27 00:02:01,060 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5133 +[2025-02-27 00:02:01,600 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.4791 +[2025-02-27 00:02:01,635 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4362 +[2025-02-27 00:02:01,677 INFO hook.py line 289 3738285] Test: [18/78] Loss 2.0255 +[2025-02-27 00:02:01,727 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1371 +[2025-02-27 00:02:01,767 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8474 +[2025-02-27 00:02:01,808 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3395 +[2025-02-27 00:02:01,850 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.0852 +[2025-02-27 00:02:01,886 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3867 +[2025-02-27 00:02:01,939 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9087 +[2025-02-27 00:02:01,986 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8212 +[2025-02-27 00:02:02,036 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1354 +[2025-02-27 00:02:02,092 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.6009 +[2025-02-27 00:02:02,134 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5986 +[2025-02-27 00:02:02,173 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2847 +[2025-02-27 00:02:02,232 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.2309 +[2025-02-27 00:02:02,291 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5348 +[2025-02-27 00:02:02,331 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.7510 +[2025-02-27 00:02:02,386 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5892 +[2025-02-27 00:02:02,430 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1857 +[2025-02-27 00:02:02,475 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0328 +[2025-02-27 00:02:02,518 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1146 +[2025-02-27 00:02:02,560 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.1804 +[2025-02-27 00:02:02,597 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3095 +[2025-02-27 00:02:02,664 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6035 +[2025-02-27 00:02:02,715 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.1007 +[2025-02-27 00:02:02,764 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3130 +[2025-02-27 00:02:02,802 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1752 +[2025-02-27 00:02:02,844 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.1240 +[2025-02-27 00:02:02,903 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5694 +[2025-02-27 00:02:02,945 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9454 +[2025-02-27 00:02:03,000 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7642 +[2025-02-27 00:02:03,045 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.7902 +[2025-02-27 00:02:03,085 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2454 +[2025-02-27 00:02:03,125 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.2768 +[2025-02-27 00:02:03,163 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2378 +[2025-02-27 00:02:03,200 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.5120 +[2025-02-27 00:02:03,241 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.1724 +[2025-02-27 00:02:03,276 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0378 +[2025-02-27 00:02:03,319 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1534 +[2025-02-27 00:02:03,363 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0474 +[2025-02-27 00:02:03,403 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7125 +[2025-02-27 00:02:03,443 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6277 +[2025-02-27 00:02:03,477 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5574 +[2025-02-27 00:02:03,521 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1945 +[2025-02-27 00:02:03,565 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3720 +[2025-02-27 00:02:03,600 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.6826 +[2025-02-27 00:02:03,642 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2133 +[2025-02-27 00:02:03,684 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.2203 +[2025-02-27 00:02:03,738 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1420 +[2025-02-27 00:02:03,776 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.2508 +[2025-02-27 00:02:03,824 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.8897 +[2025-02-27 00:02:03,868 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.2517 +[2025-02-27 00:02:03,909 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1286 +[2025-02-27 00:02:03,947 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3153 +[2025-02-27 00:02:04,009 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1292 +[2025-02-27 00:02:04,051 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.6342 +[2025-02-27 00:02:04,108 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5743 +[2025-02-27 00:02:04,163 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3617 +[2025-02-27 00:02:04,213 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9758 +[2025-02-27 00:02:04,270 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8134 +[2025-02-27 00:02:04,305 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9183 +[2025-02-27 00:02:04,366 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4782 +[2025-02-27 00:02:04,400 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9953 +[2025-02-27 00:02:06,046 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:02:06,046 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:02:06,046 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:02:06,046 INFO hook.py line 232 3738285] wall : 0.7409 0.9430 +[2025-02-27 00:02:06,046 INFO hook.py line 232 3738285] floor : 0.9545 0.9851 +[2025-02-27 00:02:06,046 INFO hook.py line 232 3738285] cabinet : 0.4269 0.6702 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] bed : 0.6669 0.7408 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] chair : 0.7764 0.8501 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] sofa : 0.6179 0.8264 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] table : 0.5902 0.7250 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] door : 0.4060 0.5687 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] window : 0.4306 0.5815 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] bookshelf : 0.2083 0.2145 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] picture : 0.2683 0.3174 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] counter : 0.3948 0.4549 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] desk : 0.4246 0.5689 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] curtain : 0.2838 0.3014 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] refridgerator : 0.2493 0.2800 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] shower curtain : 0.1182 0.1227 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] toilet : 0.6746 0.7874 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] sink : 0.4120 0.4666 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] bathtub : 0.7743 0.8508 +[2025-02-27 00:02:06,047 INFO hook.py line 232 3738285] otherfurniture : 0.2191 0.2692 +[2025-02-27 00:02:06,047 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:02:06,047 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4819/0.5762/0.8082. +[2025-02-27 00:02:06,048 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:02:06,051 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-27 00:02:06,051 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:02:15,184 INFO misc.py line 135 3738285] Train result: loss: 0.3367 +[2025-02-27 00:02:15,249 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:02:41,458 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.3508 +[2025-02-27 00:02:41,506 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.8516 +[2025-02-27 00:02:41,546 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6866 +[2025-02-27 00:02:41,592 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7779 +[2025-02-27 00:02:41,632 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.6766 +[2025-02-27 00:02:41,687 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7049 +[2025-02-27 00:02:41,742 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.7511 +[2025-02-27 00:02:41,778 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4579 +[2025-02-27 00:02:41,821 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.2861 +[2025-02-27 00:02:41,868 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3464 +[2025-02-27 00:02:46,518 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.6156 +[2025-02-27 00:02:49,924 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9141 +[2025-02-27 00:02:49,971 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5952 +[2025-02-27 00:02:50,010 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.2042 +[2025-02-27 00:02:50,336 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.6665 +[2025-02-27 00:02:50,380 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5199 +[2025-02-27 00:02:50,424 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5451 +[2025-02-27 00:02:50,460 INFO hook.py line 289 3738285] Test: [18/78] Loss 2.0554 +[2025-02-27 00:02:50,504 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0341 +[2025-02-27 00:02:50,540 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.7234 +[2025-02-27 00:02:50,576 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.5347 +[2025-02-27 00:02:50,614 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1436 +[2025-02-27 00:02:50,640 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.5397 +[2025-02-27 00:02:50,684 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8930 +[2025-02-27 00:02:50,735 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.4361 +[2025-02-27 00:02:50,790 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0669 +[2025-02-27 00:02:50,844 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.5208 +[2025-02-27 00:02:50,883 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5971 +[2025-02-27 00:02:50,916 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2760 +[2025-02-27 00:02:50,968 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4633 +[2025-02-27 00:02:51,021 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5976 +[2025-02-27 00:02:51,053 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.7435 +[2025-02-27 00:02:51,102 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6303 +[2025-02-27 00:02:51,140 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1901 +[2025-02-27 00:02:51,175 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9382 +[2025-02-27 00:02:51,210 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1843 +[2025-02-27 00:02:51,263 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3455 +[2025-02-27 00:02:51,291 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2501 +[2025-02-27 00:02:51,348 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5172 +[2025-02-27 00:02:51,395 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.1144 +[2025-02-27 00:02:51,444 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2613 +[2025-02-27 00:02:51,481 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1672 +[2025-02-27 00:02:51,524 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.1481 +[2025-02-27 00:02:51,585 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5846 +[2025-02-27 00:02:51,618 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9838 +[2025-02-27 00:02:51,665 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.4304 +[2025-02-27 00:02:51,702 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.8885 +[2025-02-27 00:02:51,734 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.4283 +[2025-02-27 00:02:51,765 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.7916 +[2025-02-27 00:02:51,795 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2641 +[2025-02-27 00:02:51,823 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.6846 +[2025-02-27 00:02:51,855 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0309 +[2025-02-27 00:02:51,880 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0345 +[2025-02-27 00:02:51,914 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0200 +[2025-02-27 00:02:51,950 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0568 +[2025-02-27 00:02:51,988 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6205 +[2025-02-27 00:02:52,020 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6677 +[2025-02-27 00:02:52,046 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5286 +[2025-02-27 00:02:52,084 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2745 +[2025-02-27 00:02:52,117 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3890 +[2025-02-27 00:02:52,140 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.6304 +[2025-02-27 00:02:52,173 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3515 +[2025-02-27 00:02:52,207 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1252 +[2025-02-27 00:02:52,260 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1067 +[2025-02-27 00:02:52,288 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.2965 +[2025-02-27 00:02:52,327 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7965 +[2025-02-27 00:02:52,364 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.2596 +[2025-02-27 00:02:52,396 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2367 +[2025-02-27 00:02:52,424 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.2810 +[2025-02-27 00:02:52,479 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.0721 +[2025-02-27 00:02:52,519 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.4835 +[2025-02-27 00:02:52,569 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5016 +[2025-02-27 00:02:52,616 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.2473 +[2025-02-27 00:02:52,656 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9594 +[2025-02-27 00:02:52,704 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.6846 +[2025-02-27 00:02:52,731 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9244 +[2025-02-27 00:02:52,787 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5665 +[2025-02-27 00:02:52,813 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0042 +[2025-02-27 00:02:54,233 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:02:54,234 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:02:54,234 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] wall : 0.7469 0.9365 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] floor : 0.9473 0.9876 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] cabinet : 0.4161 0.6067 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] bed : 0.6624 0.7792 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] chair : 0.7932 0.8544 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] sofa : 0.6111 0.8096 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] table : 0.5611 0.8164 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] door : 0.4092 0.5732 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] window : 0.4558 0.5858 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] bookshelf : 0.1790 0.1845 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] picture : 0.2934 0.3545 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] counter : 0.4814 0.6579 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] desk : 0.3784 0.5179 +[2025-02-27 00:02:54,234 INFO hook.py line 232 3738285] curtain : 0.2435 0.2496 +[2025-02-27 00:02:54,235 INFO hook.py line 232 3738285] refridgerator : 0.3104 0.3459 +[2025-02-27 00:02:54,235 INFO hook.py line 232 3738285] shower curtain : 0.1553 0.1631 +[2025-02-27 00:02:54,235 INFO hook.py line 232 3738285] toilet : 0.7211 0.7820 +[2025-02-27 00:02:54,235 INFO hook.py line 232 3738285] sink : 0.3702 0.3970 +[2025-02-27 00:02:54,235 INFO hook.py line 232 3738285] bathtub : 0.6796 0.8968 +[2025-02-27 00:02:54,235 INFO hook.py line 232 3738285] otherfurniture : 0.2062 0.2468 +[2025-02-27 00:02:54,235 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:02:54,235 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4811/0.5873/0.8078. +[2025-02-27 00:02:54,235 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:02:54,239 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-27 00:02:54,239 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:03:03,458 INFO misc.py line 135 3738285] Train result: loss: 0.3843 +[2025-02-27 00:03:03,514 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:03:22,689 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.7512 +[2025-02-27 00:03:22,742 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7310 +[2025-02-27 00:03:22,777 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6124 +[2025-02-27 00:03:22,830 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7071 +[2025-02-27 00:03:22,879 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7114 +[2025-02-27 00:03:22,952 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7567 +[2025-02-27 00:03:23,009 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6419 +[2025-02-27 00:03:23,045 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5212 +[2025-02-27 00:03:23,090 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4454 +[2025-02-27 00:03:23,137 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2221 +[2025-02-27 00:03:23,189 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.8370 +[2025-02-27 00:03:23,231 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.7697 +[2025-02-27 00:03:23,447 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.4923 +[2025-02-27 00:03:23,660 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.7472 +[2025-02-27 00:03:23,699 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.0878 +[2025-02-27 00:03:23,741 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.5178 +[2025-02-27 00:03:23,776 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5629 +[2025-02-27 00:03:23,810 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.0010 +[2025-02-27 00:03:23,855 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1162 +[2025-02-27 00:03:23,891 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.7803 +[2025-02-27 00:03:23,923 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2492 +[2025-02-27 00:03:23,960 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4083 +[2025-02-27 00:03:23,993 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.8542 +[2025-02-27 00:03:24,036 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.0057 +[2025-02-27 00:03:24,077 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7860 +[2025-02-27 00:03:24,116 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9884 +[2025-02-27 00:03:24,165 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.1035 +[2025-02-27 00:03:24,207 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6408 +[2025-02-27 00:03:24,238 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3027 +[2025-02-27 00:03:24,289 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.7040 +[2025-02-27 00:03:24,342 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.8107 +[2025-02-27 00:03:24,374 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.1438 +[2025-02-27 00:03:24,426 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6926 +[2025-02-27 00:03:24,463 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1893 +[2025-02-27 00:03:24,502 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0870 +[2025-02-27 00:03:24,548 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1809 +[2025-02-27 00:03:24,594 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.5821 +[2025-02-27 00:03:24,622 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2523 +[2025-02-27 00:03:24,680 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.8878 +[2025-02-27 00:03:24,734 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5198 +[2025-02-27 00:03:24,776 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.4510 +[2025-02-27 00:03:24,801 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1328 +[2025-02-27 00:03:24,837 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.7367 +[2025-02-27 00:03:24,891 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5507 +[2025-02-27 00:03:24,929 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.8771 +[2025-02-27 00:03:24,976 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.4922 +[2025-02-27 00:03:25,018 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0292 +[2025-02-27 00:03:25,057 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.6142 +[2025-02-27 00:03:25,088 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.6577 +[2025-02-27 00:03:25,117 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1830 +[2025-02-27 00:03:25,145 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8237 +[2025-02-27 00:03:25,177 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0252 +[2025-02-27 00:03:25,202 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0744 +[2025-02-27 00:03:25,235 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0452 +[2025-02-27 00:03:25,269 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0496 +[2025-02-27 00:03:25,306 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6649 +[2025-02-27 00:03:25,337 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6814 +[2025-02-27 00:03:25,362 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6432 +[2025-02-27 00:03:25,399 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1763 +[2025-02-27 00:03:25,439 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.2959 +[2025-02-27 00:03:25,468 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.6024 +[2025-02-27 00:03:25,507 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.1259 +[2025-02-27 00:03:25,541 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.3885 +[2025-02-27 00:03:25,595 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.8344 +[2025-02-27 00:03:25,622 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.9474 +[2025-02-27 00:03:25,661 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7590 +[2025-02-27 00:03:25,697 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4348 +[2025-02-27 00:03:25,730 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2559 +[2025-02-27 00:03:25,759 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3464 +[2025-02-27 00:03:25,814 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1935 +[2025-02-27 00:03:25,854 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.5081 +[2025-02-27 00:03:25,905 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.6316 +[2025-02-27 00:03:25,953 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.1589 +[2025-02-27 00:03:25,993 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9922 +[2025-02-27 00:03:26,042 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8060 +[2025-02-27 00:03:26,072 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9342 +[2025-02-27 00:03:26,128 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4656 +[2025-02-27 00:03:26,153 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.3762 +[2025-02-27 00:03:27,685 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:03:27,686 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:03:27,686 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:03:27,686 INFO hook.py line 232 3738285] wall : 0.7648 0.9419 +[2025-02-27 00:03:27,686 INFO hook.py line 232 3738285] floor : 0.9467 0.9847 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] cabinet : 0.4316 0.6758 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] bed : 0.5723 0.8365 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] chair : 0.7517 0.7941 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] sofa : 0.5592 0.8465 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] table : 0.5850 0.7534 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] door : 0.4321 0.5411 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] window : 0.4351 0.5292 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] bookshelf : 0.2083 0.2163 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] picture : 0.2786 0.3401 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] counter : 0.4633 0.5634 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] desk : 0.3998 0.5306 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] curtain : 0.4684 0.6072 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] refridgerator : 0.3244 0.3785 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] shower curtain : 0.2837 0.3291 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] toilet : 0.7175 0.7565 +[2025-02-27 00:03:27,687 INFO hook.py line 232 3738285] sink : 0.3385 0.3593 +[2025-02-27 00:03:27,689 INFO hook.py line 232 3738285] bathtub : 0.4932 0.9147 +[2025-02-27 00:03:27,689 INFO hook.py line 232 3738285] otherfurniture : 0.2223 0.2682 +[2025-02-27 00:03:27,689 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:03:27,690 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4838/0.6084/0.8109. +[2025-02-27 00:03:27,691 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:03:27,693 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-27 00:03:27,695 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:03:36,953 INFO misc.py line 135 3738285] Train result: loss: 0.4223 +[2025-02-27 00:03:37,011 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:03:55,925 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0853 +[2025-02-27 00:03:56,164 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6922 +[2025-02-27 00:03:56,197 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.9883 +[2025-02-27 00:03:56,249 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7576 +[2025-02-27 00:03:56,288 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7944 +[2025-02-27 00:03:56,381 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.1805 +[2025-02-27 00:03:56,429 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5972 +[2025-02-27 00:03:56,475 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4719 +[2025-02-27 00:03:56,533 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3554 +[2025-02-27 00:03:56,571 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.5780 +[2025-02-27 00:03:56,621 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.8763 +[2025-02-27 00:03:56,657 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.3257 +[2025-02-27 00:03:56,718 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.9528 +[2025-02-27 00:03:56,758 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.8155 +[2025-02-27 00:03:56,793 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.0370 +[2025-02-27 00:03:56,838 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.7165 +[2025-02-27 00:03:56,879 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5654 +[2025-02-27 00:03:56,920 INFO hook.py line 289 3738285] Test: [18/78] Loss 0.8737 +[2025-02-27 00:03:56,968 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.6817 +[2025-02-27 00:03:57,008 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9581 +[2025-02-27 00:03:57,061 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2738 +[2025-02-27 00:03:57,109 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1355 +[2025-02-27 00:03:57,148 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3633 +[2025-02-27 00:03:57,190 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.7853 +[2025-02-27 00:03:57,229 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.9177 +[2025-02-27 00:03:57,269 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1359 +[2025-02-27 00:03:57,317 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0342 +[2025-02-27 00:03:57,351 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.2405 +[2025-02-27 00:03:57,388 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3040 +[2025-02-27 00:03:57,441 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5637 +[2025-02-27 00:03:57,494 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.9608 +[2025-02-27 00:03:57,526 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.5593 +[2025-02-27 00:03:57,576 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6333 +[2025-02-27 00:03:57,615 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1885 +[2025-02-27 00:03:57,651 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9372 +[2025-02-27 00:03:57,692 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0853 +[2025-02-27 00:03:57,731 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.5281 +[2025-02-27 00:03:57,774 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3422 +[2025-02-27 00:03:57,832 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.4901 +[2025-02-27 00:03:57,876 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5308 +[2025-02-27 00:03:57,916 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.5180 +[2025-02-27 00:03:57,942 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1281 +[2025-02-27 00:03:57,975 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0141 +[2025-02-27 00:03:58,025 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6379 +[2025-02-27 00:03:58,062 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0240 +[2025-02-27 00:03:58,106 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7259 +[2025-02-27 00:03:58,142 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.6274 +[2025-02-27 00:03:58,173 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.3632 +[2025-02-27 00:03:58,204 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.5276 +[2025-02-27 00:03:58,235 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1345 +[2025-02-27 00:03:58,262 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.6507 +[2025-02-27 00:03:58,293 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0623 +[2025-02-27 00:03:58,318 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0129 +[2025-02-27 00:03:58,352 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.7688 +[2025-02-27 00:03:58,388 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.1092 +[2025-02-27 00:03:58,425 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7052 +[2025-02-27 00:03:58,461 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6030 +[2025-02-27 00:03:58,491 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.8202 +[2025-02-27 00:03:58,527 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.0954 +[2025-02-27 00:03:58,559 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3742 +[2025-02-27 00:03:58,583 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3444 +[2025-02-27 00:03:58,615 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2940 +[2025-02-27 00:03:58,649 INFO hook.py line 289 3738285] Test: [63/78] Loss 0.9647 +[2025-02-27 00:03:58,702 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9418 +[2025-02-27 00:03:58,730 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.7817 +[2025-02-27 00:03:58,769 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.5123 +[2025-02-27 00:03:58,807 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.0140 +[2025-02-27 00:03:58,840 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1407 +[2025-02-27 00:03:58,869 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3549 +[2025-02-27 00:03:58,924 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.4134 +[2025-02-27 00:03:58,964 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.7896 +[2025-02-27 00:03:59,013 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4886 +[2025-02-27 00:03:59,061 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3767 +[2025-02-27 00:03:59,101 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0725 +[2025-02-27 00:03:59,150 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.9067 +[2025-02-27 00:03:59,179 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7757 +[2025-02-27 00:03:59,233 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.8123 +[2025-02-27 00:03:59,258 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.3950 +[2025-02-27 00:04:00,820 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:04:00,821 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:04:00,821 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] wall : 0.7793 0.9305 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] floor : 0.9520 0.9850 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] cabinet : 0.4010 0.7283 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] bed : 0.5444 0.8480 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] chair : 0.7665 0.8083 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] sofa : 0.5833 0.8779 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] table : 0.5754 0.7004 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] door : 0.4485 0.5517 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] window : 0.4296 0.5202 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] bookshelf : 0.1525 0.1614 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] picture : 0.2522 0.2942 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] counter : 0.3302 0.3771 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] desk : 0.4375 0.6323 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] curtain : 0.5087 0.6643 +[2025-02-27 00:04:00,821 INFO hook.py line 232 3738285] refridgerator : 0.2866 0.4226 +[2025-02-27 00:04:00,822 INFO hook.py line 232 3738285] shower curtain : 0.1422 0.1471 +[2025-02-27 00:04:00,822 INFO hook.py line 232 3738285] toilet : 0.6978 0.7293 +[2025-02-27 00:04:00,822 INFO hook.py line 232 3738285] sink : 0.3579 0.3823 +[2025-02-27 00:04:00,822 INFO hook.py line 232 3738285] bathtub : 0.7719 0.8785 +[2025-02-27 00:04:00,822 INFO hook.py line 232 3738285] otherfurniture : 0.2340 0.3039 +[2025-02-27 00:04:00,822 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:04:00,822 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4826/0.5972/0.8105. +[2025-02-27 00:04:00,822 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:04:00,828 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-27 00:04:00,828 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:04:10,441 INFO misc.py line 135 3738285] Train result: loss: 0.3617 +[2025-02-27 00:04:10,506 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:04:29,040 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9079 +[2025-02-27 00:04:29,909 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6181 +[2025-02-27 00:04:29,948 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5274 +[2025-02-27 00:04:30,003 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6397 +[2025-02-27 00:04:30,073 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7868 +[2025-02-27 00:04:30,152 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7161 +[2025-02-27 00:04:30,219 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5814 +[2025-02-27 00:04:30,262 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4698 +[2025-02-27 00:04:30,579 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3467 +[2025-02-27 00:04:30,622 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.5809 +[2025-02-27 00:04:30,667 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.3478 +[2025-02-27 00:04:30,704 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8213 +[2025-02-27 00:04:30,749 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.4120 +[2025-02-27 00:04:30,791 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.5956 +[2025-02-27 00:04:30,826 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.2960 +[2025-02-27 00:04:30,879 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.7812 +[2025-02-27 00:04:30,916 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5736 +[2025-02-27 00:04:30,951 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3412 +[2025-02-27 00:04:30,991 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9653 +[2025-02-27 00:04:31,026 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0048 +[2025-02-27 00:04:31,063 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3037 +[2025-02-27 00:04:31,101 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1252 +[2025-02-27 00:04:31,142 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2936 +[2025-02-27 00:04:31,185 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9097 +[2025-02-27 00:04:31,228 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8878 +[2025-02-27 00:04:31,272 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0291 +[2025-02-27 00:04:31,326 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.6475 +[2025-02-27 00:04:31,368 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7030 +[2025-02-27 00:04:31,405 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3246 +[2025-02-27 00:04:31,456 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6130 +[2025-02-27 00:04:31,509 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7479 +[2025-02-27 00:04:31,543 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.2288 +[2025-02-27 00:04:31,592 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6153 +[2025-02-27 00:04:31,628 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1089 +[2025-02-27 00:04:31,663 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.1085 +[2025-02-27 00:04:31,707 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1499 +[2025-02-27 00:04:31,746 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.6301 +[2025-02-27 00:04:31,779 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2751 +[2025-02-27 00:04:31,838 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.4762 +[2025-02-27 00:04:31,901 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.3802 +[2025-02-27 00:04:31,947 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.8800 +[2025-02-27 00:04:31,986 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1082 +[2025-02-27 00:04:32,020 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8687 +[2025-02-27 00:04:32,082 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6723 +[2025-02-27 00:04:32,113 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9667 +[2025-02-27 00:04:32,157 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7943 +[2025-02-27 00:04:32,193 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2889 +[2025-02-27 00:04:32,224 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.3229 +[2025-02-27 00:04:32,254 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.9978 +[2025-02-27 00:04:32,284 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1503 +[2025-02-27 00:04:32,310 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9334 +[2025-02-27 00:04:32,341 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0166 +[2025-02-27 00:04:32,366 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2278 +[2025-02-27 00:04:32,399 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0134 +[2025-02-27 00:04:32,434 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0424 +[2025-02-27 00:04:32,472 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6330 +[2025-02-27 00:04:32,504 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.5966 +[2025-02-27 00:04:32,530 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5892 +[2025-02-27 00:04:32,566 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1614 +[2025-02-27 00:04:32,597 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4852 +[2025-02-27 00:04:32,621 INFO hook.py line 289 3738285] Test: [61/78] Loss 5.1447 +[2025-02-27 00:04:32,653 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2540 +[2025-02-27 00:04:32,686 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1824 +[2025-02-27 00:04:32,739 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1016 +[2025-02-27 00:04:32,765 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.8988 +[2025-02-27 00:04:32,811 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.5217 +[2025-02-27 00:04:32,847 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3152 +[2025-02-27 00:04:32,879 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0976 +[2025-02-27 00:04:32,908 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3458 +[2025-02-27 00:04:32,964 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3572 +[2025-02-27 00:04:33,003 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.0884 +[2025-02-27 00:04:33,052 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4882 +[2025-02-27 00:04:33,099 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.7027 +[2025-02-27 00:04:33,140 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8651 +[2025-02-27 00:04:33,188 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7518 +[2025-02-27 00:04:33,216 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8612 +[2025-02-27 00:04:33,270 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.9056 +[2025-02-27 00:04:33,295 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2459 +[2025-02-27 00:04:34,663 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:04:34,664 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:04:34,665 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:04:34,665 INFO hook.py line 232 3738285] wall : 0.7760 0.9230 +[2025-02-27 00:04:34,665 INFO hook.py line 232 3738285] floor : 0.9491 0.9879 +[2025-02-27 00:04:34,665 INFO hook.py line 232 3738285] cabinet : 0.3927 0.6884 +[2025-02-27 00:04:34,665 INFO hook.py line 232 3738285] bed : 0.6486 0.8027 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] chair : 0.7777 0.8526 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] sofa : 0.6215 0.8390 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] table : 0.5832 0.7173 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] door : 0.4520 0.6290 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] window : 0.4505 0.5544 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] bookshelf : 0.2792 0.2928 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] picture : 0.3023 0.3957 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] counter : 0.3775 0.4859 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] desk : 0.4329 0.5979 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] curtain : 0.5149 0.6132 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] refridgerator : 0.3232 0.4060 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] shower curtain : 0.2222 0.2373 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] toilet : 0.7105 0.7281 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] sink : 0.4012 0.4527 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] bathtub : 0.6592 0.8907 +[2025-02-27 00:04:34,666 INFO hook.py line 232 3738285] otherfurniture : 0.2218 0.2773 +[2025-02-27 00:04:34,666 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:04:34,666 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5048/0.6186/0.8171. +[2025-02-27 00:04:34,667 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:04:34,671 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5053 +[2025-02-27 00:04:34,671 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:04:44,487 INFO misc.py line 135 3738285] Train result: loss: 0.3851 +[2025-02-27 00:04:44,585 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:05:03,735 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0868 +[2025-02-27 00:05:03,786 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7875 +[2025-02-27 00:05:03,817 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5293 +[2025-02-27 00:05:03,874 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6767 +[2025-02-27 00:05:03,909 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8243 +[2025-02-27 00:05:03,970 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6783 +[2025-02-27 00:05:04,589 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5758 +[2025-02-27 00:05:04,623 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4802 +[2025-02-27 00:05:04,666 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3612 +[2025-02-27 00:05:04,698 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3424 +[2025-02-27 00:05:04,744 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2601 +[2025-02-27 00:05:04,777 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8637 +[2025-02-27 00:05:04,832 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.1411 +[2025-02-27 00:05:04,986 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.9477 +[2025-02-27 00:05:05,026 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3668 +[2025-02-27 00:05:05,077 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.1608 +[2025-02-27 00:05:05,114 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.8064 +[2025-02-27 00:05:05,149 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3391 +[2025-02-27 00:05:05,189 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1257 +[2025-02-27 00:05:05,224 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0640 +[2025-02-27 00:05:05,263 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2745 +[2025-02-27 00:05:05,302 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1769 +[2025-02-27 00:05:05,344 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3246 +[2025-02-27 00:05:05,386 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9813 +[2025-02-27 00:05:05,434 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7596 +[2025-02-27 00:05:05,480 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0144 +[2025-02-27 00:05:05,529 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0645 +[2025-02-27 00:05:05,562 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6073 +[2025-02-27 00:05:05,596 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3356 +[2025-02-27 00:05:05,649 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5674 +[2025-02-27 00:05:05,704 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7871 +[2025-02-27 00:05:05,736 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.8701 +[2025-02-27 00:05:05,786 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5993 +[2025-02-27 00:05:05,822 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1439 +[2025-02-27 00:05:05,859 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.2318 +[2025-02-27 00:05:05,898 INFO hook.py line 289 3738285] Test: [36/78] Loss 0.9691 +[2025-02-27 00:05:05,936 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4048 +[2025-02-27 00:05:05,968 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2739 +[2025-02-27 00:05:06,027 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5812 +[2025-02-27 00:05:06,072 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5273 +[2025-02-27 00:05:06,123 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.5805 +[2025-02-27 00:05:06,154 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1287 +[2025-02-27 00:05:06,191 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0405 +[2025-02-27 00:05:06,244 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.7120 +[2025-02-27 00:05:06,283 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9182 +[2025-02-27 00:05:06,327 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7833 +[2025-02-27 00:05:06,364 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0516 +[2025-02-27 00:05:06,396 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1312 +[2025-02-27 00:05:06,428 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.7483 +[2025-02-27 00:05:06,464 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1746 +[2025-02-27 00:05:06,493 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.3763 +[2025-02-27 00:05:06,527 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0881 +[2025-02-27 00:05:06,552 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2077 +[2025-02-27 00:05:06,584 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1052 +[2025-02-27 00:05:06,618 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0564 +[2025-02-27 00:05:06,656 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5804 +[2025-02-27 00:05:06,687 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.5723 +[2025-02-27 00:05:06,712 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6634 +[2025-02-27 00:05:06,749 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.0983 +[2025-02-27 00:05:06,782 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5223 +[2025-02-27 00:05:06,808 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5101 +[2025-02-27 00:05:06,844 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3024 +[2025-02-27 00:05:06,878 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.4592 +[2025-02-27 00:05:06,932 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1180 +[2025-02-27 00:05:06,959 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1203 +[2025-02-27 00:05:06,998 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6280 +[2025-02-27 00:05:07,034 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3343 +[2025-02-27 00:05:07,066 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0835 +[2025-02-27 00:05:07,095 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3567 +[2025-02-27 00:05:07,150 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3588 +[2025-02-27 00:05:07,190 INFO hook.py line 289 3738285] Test: [71/78] Loss 1.8534 +[2025-02-27 00:05:07,240 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.7224 +[2025-02-27 00:05:07,288 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.7920 +[2025-02-27 00:05:07,329 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8916 +[2025-02-27 00:05:07,378 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7657 +[2025-02-27 00:05:07,412 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7675 +[2025-02-27 00:05:07,466 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7999 +[2025-02-27 00:05:07,491 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.3220 +[2025-02-27 00:05:08,811 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:05:08,811 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:05:08,811 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:05:08,811 INFO hook.py line 232 3738285] wall : 0.7650 0.9250 +[2025-02-27 00:05:08,811 INFO hook.py line 232 3738285] floor : 0.9505 0.9866 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] cabinet : 0.4008 0.6918 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] bed : 0.6348 0.7979 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] chair : 0.7894 0.8315 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] sofa : 0.6325 0.8429 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] table : 0.5786 0.6640 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] door : 0.4409 0.6077 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] window : 0.4661 0.5705 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] bookshelf : 0.3450 0.3626 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] picture : 0.2718 0.3134 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] counter : 0.4268 0.5975 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] desk : 0.4215 0.6468 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] curtain : 0.4598 0.5232 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] refridgerator : 0.3558 0.4888 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] shower curtain : 0.1767 0.1839 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] toilet : 0.7350 0.7747 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] sink : 0.3618 0.3901 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] bathtub : 0.8020 0.8683 +[2025-02-27 00:05:08,812 INFO hook.py line 232 3738285] otherfurniture : 0.2226 0.2961 +[2025-02-27 00:05:08,812 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:05:08,812 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5119/0.6182/0.8157. +[2025-02-27 00:05:08,813 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:05:08,817 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5119 +[2025-02-27 00:05:08,817 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5119 +[2025-02-27 00:05:08,817 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:05:17,786 INFO misc.py line 135 3738285] Train result: loss: 0.3406 +[2025-02-27 00:05:17,871 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:05:30,282 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.3194 +[2025-02-27 00:05:31,968 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.8055 +[2025-02-27 00:05:32,019 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.7048 +[2025-02-27 00:05:32,458 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7301 +[2025-02-27 00:05:32,504 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.9338 +[2025-02-27 00:05:32,641 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.9378 +[2025-02-27 00:05:32,695 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4948 +[2025-02-27 00:05:32,742 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4876 +[2025-02-27 00:05:32,796 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4307 +[2025-02-27 00:05:32,839 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4016 +[2025-02-27 00:05:32,892 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.3790 +[2025-02-27 00:05:33,099 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9667 +[2025-02-27 00:05:33,154 INFO hook.py line 289 3738285] Test: [13/78] Loss 3.5875 +[2025-02-27 00:05:33,202 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.6817 +[2025-02-27 00:05:33,271 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.1591 +[2025-02-27 00:05:33,320 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.4339 +[2025-02-27 00:05:33,362 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6448 +[2025-02-27 00:05:33,403 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4899 +[2025-02-27 00:05:33,445 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.2135 +[2025-02-27 00:05:33,484 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0101 +[2025-02-27 00:05:33,525 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2641 +[2025-02-27 00:05:33,568 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.5836 +[2025-02-27 00:05:33,605 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3618 +[2025-02-27 00:05:33,656 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9644 +[2025-02-27 00:05:33,693 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.9524 +[2025-02-27 00:05:33,743 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.2210 +[2025-02-27 00:05:33,799 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.2646 +[2025-02-27 00:05:33,843 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3195 +[2025-02-27 00:05:33,879 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3564 +[2025-02-27 00:05:33,933 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.7633 +[2025-02-27 00:05:33,992 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7785 +[2025-02-27 00:05:34,034 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.1685 +[2025-02-27 00:05:34,090 INFO hook.py line 289 3738285] Test: [33/78] Loss 1.0496 +[2025-02-27 00:05:34,134 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.4552 +[2025-02-27 00:05:34,179 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.4104 +[2025-02-27 00:05:34,224 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1180 +[2025-02-27 00:05:34,269 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.9152 +[2025-02-27 00:05:34,307 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2382 +[2025-02-27 00:05:34,373 INFO hook.py line 289 3738285] Test: [39/78] Loss 3.1317 +[2025-02-27 00:05:34,427 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5898 +[2025-02-27 00:05:34,478 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2801 +[2025-02-27 00:05:34,512 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1377 +[2025-02-27 00:05:34,554 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.2189 +[2025-02-27 00:05:34,616 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6709 +[2025-02-27 00:05:34,657 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0315 +[2025-02-27 00:05:34,713 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8027 +[2025-02-27 00:05:34,759 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.4650 +[2025-02-27 00:05:34,799 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1430 +[2025-02-27 00:05:34,837 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5310 +[2025-02-27 00:05:34,876 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1731 +[2025-02-27 00:05:34,914 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.4653 +[2025-02-27 00:05:34,955 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2039 +[2025-02-27 00:05:34,991 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.5028 +[2025-02-27 00:05:35,033 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1869 +[2025-02-27 00:05:35,077 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0679 +[2025-02-27 00:05:35,123 INFO hook.py line 289 3738285] Test: [56/78] Loss 1.0400 +[2025-02-27 00:05:35,163 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.5898 +[2025-02-27 00:05:35,197 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.9081 +[2025-02-27 00:05:35,242 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.0558 +[2025-02-27 00:05:35,284 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4870 +[2025-02-27 00:05:35,318 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3212 +[2025-02-27 00:05:35,359 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4859 +[2025-02-27 00:05:35,402 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.4574 +[2025-02-27 00:05:35,463 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.4236 +[2025-02-27 00:05:35,499 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.2134 +[2025-02-27 00:05:35,547 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.5414 +[2025-02-27 00:05:35,592 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.6145 +[2025-02-27 00:05:35,635 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2794 +[2025-02-27 00:05:35,673 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3761 +[2025-02-27 00:05:35,736 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1840 +[2025-02-27 00:05:35,783 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.4942 +[2025-02-27 00:05:35,839 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.8963 +[2025-02-27 00:05:35,895 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3173 +[2025-02-27 00:05:35,943 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0639 +[2025-02-27 00:05:36,000 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7055 +[2025-02-27 00:05:36,037 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8670 +[2025-02-27 00:05:36,097 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7665 +[2025-02-27 00:05:36,132 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2685 +[2025-02-27 00:05:37,875 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:05:37,877 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:05:37,877 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:05:37,878 INFO hook.py line 232 3738285] wall : 0.7719 0.9350 +[2025-02-27 00:05:37,878 INFO hook.py line 232 3738285] floor : 0.9510 0.9847 +[2025-02-27 00:05:37,878 INFO hook.py line 232 3738285] cabinet : 0.3593 0.7945 +[2025-02-27 00:05:37,878 INFO hook.py line 232 3738285] bed : 0.6169 0.8293 +[2025-02-27 00:05:37,878 INFO hook.py line 232 3738285] chair : 0.7741 0.8237 +[2025-02-27 00:05:37,879 INFO hook.py line 232 3738285] sofa : 0.5971 0.8436 +[2025-02-27 00:05:37,880 INFO hook.py line 232 3738285] table : 0.5997 0.7058 +[2025-02-27 00:05:37,880 INFO hook.py line 232 3738285] door : 0.4085 0.4706 +[2025-02-27 00:05:37,880 INFO hook.py line 232 3738285] window : 0.4595 0.5986 +[2025-02-27 00:05:37,880 INFO hook.py line 232 3738285] bookshelf : 0.3185 0.3328 +[2025-02-27 00:05:37,881 INFO hook.py line 232 3738285] picture : 0.2768 0.3203 +[2025-02-27 00:05:37,881 INFO hook.py line 232 3738285] counter : 0.4185 0.5145 +[2025-02-27 00:05:37,881 INFO hook.py line 232 3738285] desk : 0.4100 0.6534 +[2025-02-27 00:05:37,881 INFO hook.py line 232 3738285] curtain : 0.3620 0.4011 +[2025-02-27 00:05:37,881 INFO hook.py line 232 3738285] refridgerator : 0.3025 0.3574 +[2025-02-27 00:05:37,881 INFO hook.py line 232 3738285] shower curtain : 0.1293 0.1327 +[2025-02-27 00:05:37,881 INFO hook.py line 232 3738285] toilet : 0.6135 0.6200 +[2025-02-27 00:05:37,881 INFO hook.py line 232 3738285] sink : 0.3651 0.3889 +[2025-02-27 00:05:37,881 INFO hook.py line 232 3738285] bathtub : 0.8066 0.8996 +[2025-02-27 00:05:37,881 INFO hook.py line 232 3738285] otherfurniture : 0.1697 0.1843 +[2025-02-27 00:05:37,882 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:05:37,882 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4855/0.5896/0.8099. +[2025-02-27 00:05:37,882 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:05:37,885 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5119 +[2025-02-27 00:05:37,888 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:05:47,380 INFO misc.py line 135 3738285] Train result: loss: 0.3474 +[2025-02-27 00:05:47,443 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:06:13,783 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.2652 +[2025-02-27 00:06:13,868 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7914 +[2025-02-27 00:06:13,918 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5722 +[2025-02-27 00:06:13,970 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7269 +[2025-02-27 00:06:14,010 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.5683 +[2025-02-27 00:06:14,064 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6097 +[2025-02-27 00:06:14,111 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6462 +[2025-02-27 00:06:14,148 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4945 +[2025-02-27 00:06:14,192 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3179 +[2025-02-27 00:06:14,233 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4794 +[2025-02-27 00:06:14,286 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.4416 +[2025-02-27 00:06:19,797 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9694 +[2025-02-27 00:06:21,514 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.1322 +[2025-02-27 00:06:21,551 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.6397 +[2025-02-27 00:06:21,615 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.2975 +[2025-02-27 00:06:21,950 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5122 +[2025-02-27 00:06:22,017 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6375 +[2025-02-27 00:06:22,069 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2418 +[2025-02-27 00:06:22,116 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.8265 +[2025-02-27 00:06:22,153 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0761 +[2025-02-27 00:06:22,193 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3337 +[2025-02-27 00:06:22,230 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1468 +[2025-02-27 00:06:22,259 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3233 +[2025-02-27 00:06:22,302 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8546 +[2025-02-27 00:06:22,351 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6024 +[2025-02-27 00:06:22,397 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0585 +[2025-02-27 00:06:22,445 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.7977 +[2025-02-27 00:06:22,483 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3277 +[2025-02-27 00:06:22,511 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3561 +[2025-02-27 00:06:22,566 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5540 +[2025-02-27 00:06:22,619 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.8210 +[2025-02-27 00:06:22,653 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.1591 +[2025-02-27 00:06:22,702 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6512 +[2025-02-27 00:06:22,738 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1658 +[2025-02-27 00:06:22,776 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.2659 +[2025-02-27 00:06:22,812 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1588 +[2025-02-27 00:06:22,859 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.6527 +[2025-02-27 00:06:22,889 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2335 +[2025-02-27 00:06:22,947 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5519 +[2025-02-27 00:06:22,989 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5525 +[2025-02-27 00:06:23,031 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.4139 +[2025-02-27 00:06:23,070 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1319 +[2025-02-27 00:06:23,111 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.2114 +[2025-02-27 00:06:23,165 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5506 +[2025-02-27 00:06:23,198 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.8710 +[2025-02-27 00:06:23,243 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.5824 +[2025-02-27 00:06:23,280 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.7011 +[2025-02-27 00:06:23,311 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1716 +[2025-02-27 00:06:23,342 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6853 +[2025-02-27 00:06:23,371 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.6263 +[2025-02-27 00:06:23,399 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.2450 +[2025-02-27 00:06:23,430 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9949 +[2025-02-27 00:06:23,455 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.3428 +[2025-02-27 00:06:23,489 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.8776 +[2025-02-27 00:06:23,524 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0607 +[2025-02-27 00:06:23,562 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7616 +[2025-02-27 00:06:23,593 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6953 +[2025-02-27 00:06:23,619 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.8139 +[2025-02-27 00:06:23,656 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2246 +[2025-02-27 00:06:23,688 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4990 +[2025-02-27 00:06:23,712 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2142 +[2025-02-27 00:06:23,745 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3821 +[2025-02-27 00:06:23,781 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0594 +[2025-02-27 00:06:23,834 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.2978 +[2025-02-27 00:06:23,861 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.2815 +[2025-02-27 00:06:23,901 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7355 +[2025-02-27 00:06:23,938 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.5645 +[2025-02-27 00:06:23,971 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.5325 +[2025-02-27 00:06:23,999 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3109 +[2025-02-27 00:06:24,054 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3972 +[2025-02-27 00:06:24,095 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.0030 +[2025-02-27 00:06:24,144 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.7236 +[2025-02-27 00:06:24,192 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.0718 +[2025-02-27 00:06:24,232 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8007 +[2025-02-27 00:06:24,280 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7910 +[2025-02-27 00:06:24,307 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.0543 +[2025-02-27 00:06:24,360 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7557 +[2025-02-27 00:06:24,386 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.4837 +[2025-02-27 00:06:25,841 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:06:25,841 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:06:25,842 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:06:25,842 INFO hook.py line 232 3738285] wall : 0.7549 0.9536 +[2025-02-27 00:06:25,842 INFO hook.py line 232 3738285] floor : 0.9545 0.9838 +[2025-02-27 00:06:25,842 INFO hook.py line 232 3738285] cabinet : 0.4491 0.6706 +[2025-02-27 00:06:25,842 INFO hook.py line 232 3738285] bed : 0.5757 0.8425 +[2025-02-27 00:06:25,842 INFO hook.py line 232 3738285] chair : 0.7925 0.8389 +[2025-02-27 00:06:25,842 INFO hook.py line 232 3738285] sofa : 0.6247 0.8707 +[2025-02-27 00:06:25,842 INFO hook.py line 232 3738285] table : 0.5711 0.7194 +[2025-02-27 00:06:25,842 INFO hook.py line 232 3738285] door : 0.4171 0.5028 +[2025-02-27 00:06:25,842 INFO hook.py line 232 3738285] window : 0.4252 0.5085 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] bookshelf : 0.4191 0.4446 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] picture : 0.2622 0.3037 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] counter : 0.4074 0.5594 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] desk : 0.4087 0.5665 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] curtain : 0.4111 0.4413 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] refridgerator : 0.3271 0.3866 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] shower curtain : 0.1364 0.1415 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] toilet : 0.6886 0.7185 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] sink : 0.3938 0.4253 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] bathtub : 0.8021 0.8828 +[2025-02-27 00:06:25,843 INFO hook.py line 232 3738285] otherfurniture : 0.2220 0.2633 +[2025-02-27 00:06:25,843 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:06:25,844 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5022/0.6012/0.8180. +[2025-02-27 00:06:25,844 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:06:25,846 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5119 +[2025-02-27 00:06:25,846 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:06:34,876 INFO misc.py line 135 3738285] Train result: loss: 0.3751 +[2025-02-27 00:06:34,938 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:06:54,793 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.2939 +[2025-02-27 00:06:54,841 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.7580 +[2025-02-27 00:06:54,891 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4374 +[2025-02-27 00:06:54,942 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6758 +[2025-02-27 00:06:54,987 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.5728 +[2025-02-27 00:06:55,045 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6940 +[2025-02-27 00:06:55,098 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.7087 +[2025-02-27 00:06:55,138 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4063 +[2025-02-27 00:06:55,186 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.2787 +[2025-02-27 00:06:55,505 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.7938 +[2025-02-27 00:06:55,557 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1168 +[2025-02-27 00:06:55,597 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9920 +[2025-02-27 00:06:55,653 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5816 +[2025-02-27 00:06:55,692 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.8045 +[2025-02-27 00:06:55,729 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.1047 +[2025-02-27 00:06:55,772 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.3563 +[2025-02-27 00:06:55,810 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6032 +[2025-02-27 00:06:55,847 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2808 +[2025-02-27 00:06:55,888 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0210 +[2025-02-27 00:06:55,921 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9775 +[2025-02-27 00:06:55,955 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2636 +[2025-02-27 00:06:55,994 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2478 +[2025-02-27 00:06:56,034 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.4407 +[2025-02-27 00:06:56,076 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8382 +[2025-02-27 00:06:56,121 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.4730 +[2025-02-27 00:06:56,169 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0450 +[2025-02-27 00:06:56,221 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0742 +[2025-02-27 00:06:56,256 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.4054 +[2025-02-27 00:06:56,289 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3050 +[2025-02-27 00:06:56,338 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4363 +[2025-02-27 00:06:56,391 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6560 +[2025-02-27 00:06:56,426 INFO hook.py line 289 3738285] Test: [32/78] Loss 2.9915 +[2025-02-27 00:06:56,476 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6272 +[2025-02-27 00:06:56,513 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.2341 +[2025-02-27 00:06:56,549 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.1990 +[2025-02-27 00:06:56,584 INFO hook.py line 289 3738285] Test: [36/78] Loss 0.9863 +[2025-02-27 00:06:56,622 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.6025 +[2025-02-27 00:06:56,665 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2403 +[2025-02-27 00:06:56,725 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6604 +[2025-02-27 00:06:56,770 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5741 +[2025-02-27 00:06:56,817 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.1252 +[2025-02-27 00:06:56,850 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1253 +[2025-02-27 00:06:56,884 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9979 +[2025-02-27 00:06:56,935 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.4997 +[2025-02-27 00:06:56,968 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9446 +[2025-02-27 00:06:57,013 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.4550 +[2025-02-27 00:06:57,050 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.3634 +[2025-02-27 00:06:57,082 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1192 +[2025-02-27 00:06:57,113 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.3504 +[2025-02-27 00:06:57,143 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.3156 +[2025-02-27 00:06:57,172 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.3409 +[2025-02-27 00:06:57,208 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0358 +[2025-02-27 00:06:57,233 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2247 +[2025-02-27 00:06:57,265 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0490 +[2025-02-27 00:06:57,301 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0474 +[2025-02-27 00:06:57,339 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7125 +[2025-02-27 00:06:57,379 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7810 +[2025-02-27 00:06:57,404 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6427 +[2025-02-27 00:06:57,442 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1724 +[2025-02-27 00:06:57,474 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5600 +[2025-02-27 00:06:57,499 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2174 +[2025-02-27 00:06:57,532 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2694 +[2025-02-27 00:06:57,566 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0806 +[2025-02-27 00:06:57,618 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1221 +[2025-02-27 00:06:57,646 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.2260 +[2025-02-27 00:06:57,685 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.8860 +[2025-02-27 00:06:57,721 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4079 +[2025-02-27 00:06:57,752 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1435 +[2025-02-27 00:06:57,781 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.2807 +[2025-02-27 00:06:57,835 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.4548 +[2025-02-27 00:06:57,876 INFO hook.py line 289 3738285] Test: [71/78] Loss 1.9276 +[2025-02-27 00:06:57,925 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5435 +[2025-02-27 00:06:57,973 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4094 +[2025-02-27 00:06:58,013 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9017 +[2025-02-27 00:06:58,061 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.6820 +[2025-02-27 00:06:58,090 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8499 +[2025-02-27 00:06:58,144 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4971 +[2025-02-27 00:06:58,168 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.3490 +[2025-02-27 00:06:59,891 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:06:59,895 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:06:59,895 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:06:59,895 INFO hook.py line 232 3738285] wall : 0.7549 0.9553 +[2025-02-27 00:06:59,895 INFO hook.py line 232 3738285] floor : 0.9570 0.9823 +[2025-02-27 00:06:59,895 INFO hook.py line 232 3738285] cabinet : 0.4131 0.5147 +[2025-02-27 00:06:59,895 INFO hook.py line 232 3738285] bed : 0.5998 0.8311 +[2025-02-27 00:06:59,895 INFO hook.py line 232 3738285] chair : 0.7840 0.8568 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] sofa : 0.6025 0.8802 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] table : 0.5935 0.7278 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] door : 0.4426 0.5663 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] window : 0.4643 0.5793 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] bookshelf : 0.4644 0.5069 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] picture : 0.2374 0.2713 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] counter : 0.4306 0.5290 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] desk : 0.4227 0.6379 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] curtain : 0.4230 0.4443 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] refridgerator : 0.3067 0.3828 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] shower curtain : 0.1628 0.1728 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] toilet : 0.7059 0.7524 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] sink : 0.3742 0.4024 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] bathtub : 0.8053 0.8369 +[2025-02-27 00:06:59,896 INFO hook.py line 232 3738285] otherfurniture : 0.2176 0.2537 +[2025-02-27 00:06:59,896 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:06:59,896 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5081/0.6042/0.8211. +[2025-02-27 00:06:59,897 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:06:59,913 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5119 +[2025-02-27 00:06:59,913 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:07:09,472 INFO misc.py line 135 3738285] Train result: loss: 0.3317 +[2025-02-27 00:07:09,541 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:07:28,522 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.2272 +[2025-02-27 00:07:28,570 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6950 +[2025-02-27 00:07:28,620 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.7531 +[2025-02-27 00:07:28,672 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.8589 +[2025-02-27 00:07:28,724 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7197 +[2025-02-27 00:07:28,785 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5825 +[2025-02-27 00:07:28,911 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6818 +[2025-02-27 00:07:28,973 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3765 +[2025-02-27 00:07:29,025 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3415 +[2025-02-27 00:07:29,064 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4353 +[2025-02-27 00:07:29,162 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2696 +[2025-02-27 00:07:29,195 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.3254 +[2025-02-27 00:07:29,244 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.1477 +[2025-02-27 00:07:29,665 INFO hook.py line 289 3738285] Test: [14/78] Loss 4.0783 +[2025-02-27 00:07:29,700 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3770 +[2025-02-27 00:07:29,746 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.2654 +[2025-02-27 00:07:29,783 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6778 +[2025-02-27 00:07:29,821 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3637 +[2025-02-27 00:07:29,861 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1520 +[2025-02-27 00:07:29,894 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9885 +[2025-02-27 00:07:29,937 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3208 +[2025-02-27 00:07:29,983 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.1561 +[2025-02-27 00:07:30,021 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3766 +[2025-02-27 00:07:30,071 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9078 +[2025-02-27 00:07:30,109 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7392 +[2025-02-27 00:07:30,149 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0218 +[2025-02-27 00:07:30,198 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9700 +[2025-02-27 00:07:30,232 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6505 +[2025-02-27 00:07:30,258 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3119 +[2025-02-27 00:07:30,311 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5958 +[2025-02-27 00:07:30,365 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7372 +[2025-02-27 00:07:30,416 INFO hook.py line 289 3738285] Test: [32/78] Loss 4.0838 +[2025-02-27 00:07:30,465 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6345 +[2025-02-27 00:07:30,502 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1688 +[2025-02-27 00:07:30,538 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.4237 +[2025-02-27 00:07:30,580 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1289 +[2025-02-27 00:07:30,622 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.6230 +[2025-02-27 00:07:30,653 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2214 +[2025-02-27 00:07:30,712 INFO hook.py line 289 3738285] Test: [39/78] Loss 3.1228 +[2025-02-27 00:07:30,759 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4266 +[2025-02-27 00:07:30,800 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.1227 +[2025-02-27 00:07:30,826 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1567 +[2025-02-27 00:07:30,860 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0206 +[2025-02-27 00:07:30,915 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5674 +[2025-02-27 00:07:30,957 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0337 +[2025-02-27 00:07:31,002 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7223 +[2025-02-27 00:07:31,037 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.3297 +[2025-02-27 00:07:31,069 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1547 +[2025-02-27 00:07:31,099 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.9916 +[2025-02-27 00:07:31,128 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2329 +[2025-02-27 00:07:31,155 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.6227 +[2025-02-27 00:07:31,187 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.2085 +[2025-02-27 00:07:31,213 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.4952 +[2025-02-27 00:07:31,245 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.8752 +[2025-02-27 00:07:31,279 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0425 +[2025-02-27 00:07:31,317 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.8261 +[2025-02-27 00:07:31,349 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.8001 +[2025-02-27 00:07:31,374 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.6603 +[2025-02-27 00:07:31,412 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1621 +[2025-02-27 00:07:31,444 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4856 +[2025-02-27 00:07:31,468 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.6783 +[2025-02-27 00:07:31,501 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3018 +[2025-02-27 00:07:31,536 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.2453 +[2025-02-27 00:07:31,589 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.5955 +[2025-02-27 00:07:31,618 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.4013 +[2025-02-27 00:07:31,657 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.8760 +[2025-02-27 00:07:31,695 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.8962 +[2025-02-27 00:07:31,727 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0669 +[2025-02-27 00:07:31,755 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3796 +[2025-02-27 00:07:31,809 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1633 +[2025-02-27 00:07:31,849 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.6358 +[2025-02-27 00:07:31,899 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4298 +[2025-02-27 00:07:31,947 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3691 +[2025-02-27 00:07:31,986 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.7473 +[2025-02-27 00:07:32,034 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.6779 +[2025-02-27 00:07:32,062 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8024 +[2025-02-27 00:07:32,116 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4645 +[2025-02-27 00:07:32,141 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.3685 +[2025-02-27 00:07:33,458 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:07:33,458 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:07:33,458 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:07:33,458 INFO hook.py line 232 3738285] wall : 0.7734 0.9327 +[2025-02-27 00:07:33,458 INFO hook.py line 232 3738285] floor : 0.9566 0.9826 +[2025-02-27 00:07:33,458 INFO hook.py line 232 3738285] cabinet : 0.3639 0.7512 +[2025-02-27 00:07:33,458 INFO hook.py line 232 3738285] bed : 0.6085 0.8325 +[2025-02-27 00:07:33,458 INFO hook.py line 232 3738285] chair : 0.7739 0.8488 +[2025-02-27 00:07:33,458 INFO hook.py line 232 3738285] sofa : 0.6229 0.8629 +[2025-02-27 00:07:33,458 INFO hook.py line 232 3738285] table : 0.6078 0.7411 +[2025-02-27 00:07:33,458 INFO hook.py line 232 3738285] door : 0.4533 0.5856 +[2025-02-27 00:07:33,458 INFO hook.py line 232 3738285] window : 0.4555 0.5935 +[2025-02-27 00:07:33,458 INFO hook.py line 232 3738285] bookshelf : 0.2225 0.2291 +[2025-02-27 00:07:33,459 INFO hook.py line 232 3738285] picture : 0.2745 0.3364 +[2025-02-27 00:07:33,459 INFO hook.py line 232 3738285] counter : 0.4067 0.5342 +[2025-02-27 00:07:33,459 INFO hook.py line 232 3738285] desk : 0.3946 0.5136 +[2025-02-27 00:07:33,459 INFO hook.py line 232 3738285] curtain : 0.3606 0.3720 +[2025-02-27 00:07:33,459 INFO hook.py line 232 3738285] refridgerator : 0.2983 0.3837 +[2025-02-27 00:07:33,459 INFO hook.py line 232 3738285] shower curtain : 0.1972 0.2035 +[2025-02-27 00:07:33,459 INFO hook.py line 232 3738285] toilet : 0.7373 0.7687 +[2025-02-27 00:07:33,459 INFO hook.py line 232 3738285] sink : 0.3734 0.4304 +[2025-02-27 00:07:33,459 INFO hook.py line 232 3738285] bathtub : 0.7899 0.8967 +[2025-02-27 00:07:33,459 INFO hook.py line 232 3738285] otherfurniture : 0.1873 0.2125 +[2025-02-27 00:07:33,459 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:07:33,459 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.4929/0.6006/0.8121. +[2025-02-27 00:07:33,459 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:07:33,463 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5119 +[2025-02-27 00:07:33,464 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:07:42,918 INFO misc.py line 135 3738285] Train result: loss: 0.3728 +[2025-02-27 00:07:43,005 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:08:02,227 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.1647 +[2025-02-27 00:08:02,273 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6761 +[2025-02-27 00:08:02,324 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.9105 +[2025-02-27 00:08:02,434 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6805 +[2025-02-27 00:08:02,485 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.6599 +[2025-02-27 00:08:02,542 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5739 +[2025-02-27 00:08:02,589 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6469 +[2025-02-27 00:08:02,626 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3789 +[2025-02-27 00:08:02,668 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3075 +[2025-02-27 00:08:02,713 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3125 +[2025-02-27 00:08:02,764 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2758 +[2025-02-27 00:08:02,807 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2270 +[2025-02-27 00:08:02,867 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.4927 +[2025-02-27 00:08:02,912 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.9316 +[2025-02-27 00:08:02,953 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4371 +[2025-02-27 00:08:02,996 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.3120 +[2025-02-27 00:08:03,036 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6596 +[2025-02-27 00:08:03,081 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.0958 +[2025-02-27 00:08:03,123 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.6894 +[2025-02-27 00:08:03,164 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0397 +[2025-02-27 00:08:03,202 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3259 +[2025-02-27 00:08:03,240 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2158 +[2025-02-27 00:08:03,270 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2431 +[2025-02-27 00:08:03,312 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8900 +[2025-02-27 00:08:03,351 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.4909 +[2025-02-27 00:08:03,392 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1101 +[2025-02-27 00:08:03,440 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9152 +[2025-02-27 00:08:03,474 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.4387 +[2025-02-27 00:08:03,503 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3230 +[2025-02-27 00:08:03,556 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.3512 +[2025-02-27 00:08:03,609 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5458 +[2025-02-27 00:08:03,642 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.0898 +[2025-02-27 00:08:03,691 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6194 +[2025-02-27 00:08:03,729 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0237 +[2025-02-27 00:08:03,764 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.2145 +[2025-02-27 00:08:03,802 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1282 +[2025-02-27 00:08:03,842 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2953 +[2025-02-27 00:08:03,875 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2512 +[2025-02-27 00:08:03,945 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.8198 +[2025-02-27 00:08:03,988 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5904 +[2025-02-27 00:08:04,029 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2467 +[2025-02-27 00:08:04,066 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1665 +[2025-02-27 00:08:04,102 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0570 +[2025-02-27 00:08:04,153 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5163 +[2025-02-27 00:08:04,185 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9779 +[2025-02-27 00:08:04,229 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6691 +[2025-02-27 00:08:04,267 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1337 +[2025-02-27 00:08:04,299 INFO hook.py line 289 3738285] Test: [48/78] Loss 0.7596 +[2025-02-27 00:08:04,330 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.7038 +[2025-02-27 00:08:04,368 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1323 +[2025-02-27 00:08:04,400 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.1488 +[2025-02-27 00:08:04,433 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.8818 +[2025-02-27 00:08:04,459 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2082 +[2025-02-27 00:08:04,493 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.7398 +[2025-02-27 00:08:04,529 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0459 +[2025-02-27 00:08:04,567 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7587 +[2025-02-27 00:08:04,599 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7739 +[2025-02-27 00:08:04,625 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7055 +[2025-02-27 00:08:04,662 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1966 +[2025-02-27 00:08:04,694 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4859 +[2025-02-27 00:08:04,718 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2374 +[2025-02-27 00:08:04,752 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2242 +[2025-02-27 00:08:04,787 INFO hook.py line 289 3738285] Test: [63/78] Loss 0.8103 +[2025-02-27 00:08:04,842 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1649 +[2025-02-27 00:08:04,877 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.9613 +[2025-02-27 00:08:04,917 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.8020 +[2025-02-27 00:08:04,956 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3114 +[2025-02-27 00:08:04,989 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0431 +[2025-02-27 00:08:05,018 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3073 +[2025-02-27 00:08:05,073 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1848 +[2025-02-27 00:08:05,113 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3556 +[2025-02-27 00:08:05,162 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.5603 +[2025-02-27 00:08:05,210 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3504 +[2025-02-27 00:08:05,253 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.5582 +[2025-02-27 00:08:05,302 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7816 +[2025-02-27 00:08:05,329 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8168 +[2025-02-27 00:08:05,387 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4359 +[2025-02-27 00:08:05,413 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1253 +[2025-02-27 00:08:07,068 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:08:07,069 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:08:07,069 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:08:07,069 INFO hook.py line 232 3738285] wall : 0.7610 0.9425 +[2025-02-27 00:08:07,070 INFO hook.py line 232 3738285] floor : 0.9553 0.9795 +[2025-02-27 00:08:07,070 INFO hook.py line 232 3738285] cabinet : 0.4526 0.6460 +[2025-02-27 00:08:07,070 INFO hook.py line 232 3738285] bed : 0.5663 0.8665 +[2025-02-27 00:08:07,070 INFO hook.py line 232 3738285] chair : 0.7944 0.8569 +[2025-02-27 00:08:07,070 INFO hook.py line 232 3738285] sofa : 0.6270 0.8377 +[2025-02-27 00:08:07,070 INFO hook.py line 232 3738285] table : 0.5961 0.7632 +[2025-02-27 00:08:07,070 INFO hook.py line 232 3738285] door : 0.4618 0.5658 +[2025-02-27 00:08:07,070 INFO hook.py line 232 3738285] window : 0.4667 0.6388 +[2025-02-27 00:08:07,070 INFO hook.py line 232 3738285] bookshelf : 0.3212 0.3394 +[2025-02-27 00:08:07,070 INFO hook.py line 232 3738285] picture : 0.2695 0.3327 +[2025-02-27 00:08:07,071 INFO hook.py line 232 3738285] counter : 0.4434 0.5913 +[2025-02-27 00:08:07,071 INFO hook.py line 232 3738285] desk : 0.4214 0.5397 +[2025-02-27 00:08:07,071 INFO hook.py line 232 3738285] curtain : 0.4709 0.5112 +[2025-02-27 00:08:07,071 INFO hook.py line 232 3738285] refridgerator : 0.3403 0.4521 +[2025-02-27 00:08:07,071 INFO hook.py line 232 3738285] shower curtain : 0.2204 0.2276 +[2025-02-27 00:08:07,071 INFO hook.py line 232 3738285] toilet : 0.7229 0.7564 +[2025-02-27 00:08:07,071 INFO hook.py line 232 3738285] sink : 0.3985 0.4430 +[2025-02-27 00:08:07,071 INFO hook.py line 232 3738285] bathtub : 0.8225 0.8974 +[2025-02-27 00:08:07,071 INFO hook.py line 232 3738285] otherfurniture : 0.2125 0.2507 +[2025-02-27 00:08:07,071 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:08:07,071 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5162/0.6219/0.8210. +[2025-02-27 00:08:07,072 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:08:07,078 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5162 +[2025-02-27 00:08:07,078 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5162 +[2025-02-27 00:08:07,078 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:08:16,346 INFO misc.py line 135 3738285] Train result: loss: 0.3429 +[2025-02-27 00:08:16,409 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:08:34,454 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.7507 +[2025-02-27 00:08:35,972 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6005 +[2025-02-27 00:08:36,005 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.9257 +[2025-02-27 00:08:36,053 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5712 +[2025-02-27 00:08:36,092 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8490 +[2025-02-27 00:08:36,158 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5488 +[2025-02-27 00:08:36,205 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5613 +[2025-02-27 00:08:36,245 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.5076 +[2025-02-27 00:08:36,307 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3710 +[2025-02-27 00:08:36,356 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4181 +[2025-02-27 00:08:36,401 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2537 +[2025-02-27 00:08:36,433 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9492 +[2025-02-27 00:08:36,479 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.2520 +[2025-02-27 00:08:36,519 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0312 +[2025-02-27 00:08:36,558 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.0754 +[2025-02-27 00:08:36,606 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.3984 +[2025-02-27 00:08:36,644 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5744 +[2025-02-27 00:08:36,679 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.0451 +[2025-02-27 00:08:36,720 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1359 +[2025-02-27 00:08:36,752 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9677 +[2025-02-27 00:08:36,791 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.3716 +[2025-02-27 00:08:36,828 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2674 +[2025-02-27 00:08:36,868 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2133 +[2025-02-27 00:08:36,912 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9098 +[2025-02-27 00:08:36,951 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.5224 +[2025-02-27 00:08:36,997 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9604 +[2025-02-27 00:08:37,046 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8582 +[2025-02-27 00:08:37,089 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.4914 +[2025-02-27 00:08:37,123 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3405 +[2025-02-27 00:08:37,174 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5120 +[2025-02-27 00:08:37,227 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6329 +[2025-02-27 00:08:37,261 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.5819 +[2025-02-27 00:08:37,309 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.4979 +[2025-02-27 00:08:37,345 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1785 +[2025-02-27 00:08:37,382 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9591 +[2025-02-27 00:08:37,426 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0930 +[2025-02-27 00:08:37,462 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4406 +[2025-02-27 00:08:37,490 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2677 +[2025-02-27 00:08:37,551 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.9605 +[2025-02-27 00:08:37,597 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.2626 +[2025-02-27 00:08:37,638 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.0699 +[2025-02-27 00:08:37,673 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.3572 +[2025-02-27 00:08:37,707 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.7935 +[2025-02-27 00:08:37,764 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5771 +[2025-02-27 00:08:37,799 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0099 +[2025-02-27 00:08:37,843 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8459 +[2025-02-27 00:08:37,883 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1120 +[2025-02-27 00:08:37,915 INFO hook.py line 289 3738285] Test: [48/78] Loss 0.8592 +[2025-02-27 00:08:37,952 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.7060 +[2025-02-27 00:08:37,982 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.8262 +[2025-02-27 00:08:38,010 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0602 +[2025-02-27 00:08:38,043 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.8611 +[2025-02-27 00:08:38,069 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1028 +[2025-02-27 00:08:38,103 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.7066 +[2025-02-27 00:08:38,139 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0527 +[2025-02-27 00:08:38,177 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5256 +[2025-02-27 00:08:38,209 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7107 +[2025-02-27 00:08:38,235 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5955 +[2025-02-27 00:08:38,272 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1085 +[2025-02-27 00:08:38,304 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4319 +[2025-02-27 00:08:38,328 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2902 +[2025-02-27 00:08:38,362 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2377 +[2025-02-27 00:08:38,396 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0073 +[2025-02-27 00:08:38,449 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1135 +[2025-02-27 00:08:38,477 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0586 +[2025-02-27 00:08:38,515 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7423 +[2025-02-27 00:08:38,553 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.1289 +[2025-02-27 00:08:38,586 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.8659 +[2025-02-27 00:08:38,614 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3319 +[2025-02-27 00:08:38,669 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.5629 +[2025-02-27 00:08:38,709 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.6383 +[2025-02-27 00:08:38,759 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.7729 +[2025-02-27 00:08:38,806 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3250 +[2025-02-27 00:08:38,847 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.5463 +[2025-02-27 00:08:38,895 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.6994 +[2025-02-27 00:08:38,922 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8554 +[2025-02-27 00:08:38,976 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5050 +[2025-02-27 00:08:39,003 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.5489 +[2025-02-27 00:08:40,930 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:08:40,931 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:08:40,931 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] wall : 0.7805 0.9350 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] floor : 0.9547 0.9843 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] cabinet : 0.4212 0.7190 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] bed : 0.5615 0.8644 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] chair : 0.7907 0.8469 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] sofa : 0.6012 0.8696 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] table : 0.5957 0.6981 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] door : 0.4478 0.5165 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] window : 0.4797 0.6592 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] bookshelf : 0.3404 0.3586 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] picture : 0.2879 0.4007 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] counter : 0.3786 0.4407 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] desk : 0.4269 0.6065 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] curtain : 0.4762 0.5322 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] refridgerator : 0.3351 0.4929 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] shower curtain : 0.2529 0.2681 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] toilet : 0.7350 0.8231 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] sink : 0.4029 0.4374 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] bathtub : 0.7679 0.9137 +[2025-02-27 00:08:40,931 INFO hook.py line 232 3738285] otherfurniture : 0.2260 0.2675 +[2025-02-27 00:08:40,931 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:08:40,931 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5131/0.6317/0.8216. +[2025-02-27 00:08:40,932 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:08:40,933 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5162 +[2025-02-27 00:08:40,933 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:08:48,592 INFO misc.py line 135 3738285] Train result: loss: 0.3446 +[2025-02-27 00:08:48,654 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:09:04,659 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9760 +[2025-02-27 00:09:06,104 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6738 +[2025-02-27 00:09:06,149 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6469 +[2025-02-27 00:09:06,198 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6789 +[2025-02-27 00:09:06,234 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8621 +[2025-02-27 00:09:06,292 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6563 +[2025-02-27 00:09:06,348 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6942 +[2025-02-27 00:09:06,383 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3379 +[2025-02-27 00:09:06,428 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.2979 +[2025-02-27 00:09:06,467 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.9695 +[2025-02-27 00:09:06,516 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2390 +[2025-02-27 00:09:06,558 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9651 +[2025-02-27 00:09:06,611 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5910 +[2025-02-27 00:09:06,650 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.7464 +[2025-02-27 00:09:06,692 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4363 +[2025-02-27 00:09:06,738 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.3869 +[2025-02-27 00:09:06,781 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4693 +[2025-02-27 00:09:06,821 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3580 +[2025-02-27 00:09:06,870 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.8271 +[2025-02-27 00:09:06,910 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9969 +[2025-02-27 00:09:06,951 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2754 +[2025-02-27 00:09:06,998 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3300 +[2025-02-27 00:09:07,037 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2456 +[2025-02-27 00:09:07,086 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8478 +[2025-02-27 00:09:07,133 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.0645 +[2025-02-27 00:09:07,182 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1259 +[2025-02-27 00:09:07,238 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9777 +[2025-02-27 00:09:07,284 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6964 +[2025-02-27 00:09:07,325 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3324 +[2025-02-27 00:09:07,384 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5432 +[2025-02-27 00:09:07,444 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5515 +[2025-02-27 00:09:07,484 INFO hook.py line 289 3738285] Test: [32/78] Loss 2.8795 +[2025-02-27 00:09:07,542 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6069 +[2025-02-27 00:09:07,586 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1534 +[2025-02-27 00:09:07,630 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0159 +[2025-02-27 00:09:07,673 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1010 +[2025-02-27 00:09:07,719 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2590 +[2025-02-27 00:09:07,757 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.3176 +[2025-02-27 00:09:07,824 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7425 +[2025-02-27 00:09:07,879 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6677 +[2025-02-27 00:09:07,929 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2784 +[2025-02-27 00:09:07,964 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.2264 +[2025-02-27 00:09:08,008 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9515 +[2025-02-27 00:09:08,067 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5672 +[2025-02-27 00:09:08,109 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9716 +[2025-02-27 00:09:08,165 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7394 +[2025-02-27 00:09:08,210 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1615 +[2025-02-27 00:09:08,249 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1037 +[2025-02-27 00:09:08,289 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6259 +[2025-02-27 00:09:08,329 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.8950 +[2025-02-27 00:09:08,366 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.1269 +[2025-02-27 00:09:08,406 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9829 +[2025-02-27 00:09:08,441 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1657 +[2025-02-27 00:09:08,484 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0066 +[2025-02-27 00:09:08,528 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0538 +[2025-02-27 00:09:08,573 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7718 +[2025-02-27 00:09:08,614 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7611 +[2025-02-27 00:09:08,648 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5197 +[2025-02-27 00:09:08,693 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1605 +[2025-02-27 00:09:08,733 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3493 +[2025-02-27 00:09:08,768 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5955 +[2025-02-27 00:09:08,811 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2494 +[2025-02-27 00:09:08,853 INFO hook.py line 289 3738285] Test: [63/78] Loss 0.8702 +[2025-02-27 00:09:08,913 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.2051 +[2025-02-27 00:09:08,950 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.2636 +[2025-02-27 00:09:08,997 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7113 +[2025-02-27 00:09:09,041 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.6701 +[2025-02-27 00:09:09,083 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9134 +[2025-02-27 00:09:09,123 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3447 +[2025-02-27 00:09:09,188 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3224 +[2025-02-27 00:09:09,235 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.4365 +[2025-02-27 00:09:09,293 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3063 +[2025-02-27 00:09:09,351 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4569 +[2025-02-27 00:09:09,407 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9376 +[2025-02-27 00:09:09,461 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.6379 +[2025-02-27 00:09:09,502 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8047 +[2025-02-27 00:09:09,561 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4215 +[2025-02-27 00:09:09,602 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.4001 +[2025-02-27 00:09:11,056 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:09:11,057 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:09:11,057 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] wall : 0.7641 0.9368 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] floor : 0.9550 0.9853 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] cabinet : 0.4468 0.5965 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] bed : 0.5313 0.8511 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] chair : 0.7950 0.8551 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] sofa : 0.6133 0.8862 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] table : 0.6060 0.7607 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] door : 0.4648 0.6085 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] window : 0.4739 0.6424 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] bookshelf : 0.2980 0.3104 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] picture : 0.2633 0.3146 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] counter : 0.4327 0.5373 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] desk : 0.4372 0.6451 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] curtain : 0.4529 0.4894 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] refridgerator : 0.3320 0.3666 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] shower curtain : 0.2514 0.2710 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] toilet : 0.6868 0.7256 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] sink : 0.3946 0.4315 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] bathtub : 0.7668 0.8872 +[2025-02-27 00:09:11,057 INFO hook.py line 232 3738285] otherfurniture : 0.2078 0.2383 +[2025-02-27 00:09:11,057 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:09:11,057 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5087/0.6170/0.8206. +[2025-02-27 00:09:11,058 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:09:11,059 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5162 +[2025-02-27 00:09:11,059 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:09:18,853 INFO misc.py line 135 3738285] Train result: loss: 0.3417 +[2025-02-27 00:09:18,950 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:09:48,040 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8567 +[2025-02-27 00:09:48,155 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5351 +[2025-02-27 00:09:48,197 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6652 +[2025-02-27 00:09:48,240 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7484 +[2025-02-27 00:09:48,275 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8584 +[2025-02-27 00:09:48,331 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6718 +[2025-02-27 00:09:48,379 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6119 +[2025-02-27 00:09:48,405 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4129 +[2025-02-27 00:09:48,450 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4339 +[2025-02-27 00:09:48,498 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.6839 +[2025-02-27 00:09:48,544 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2359 +[2025-02-27 00:09:48,577 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.7710 +[2025-02-27 00:09:48,629 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.3333 +[2025-02-27 00:09:48,677 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.5958 +[2025-02-27 00:09:48,718 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.1559 +[2025-02-27 00:09:48,766 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5235 +[2025-02-27 00:09:48,804 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4543 +[2025-02-27 00:09:48,839 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3970 +[2025-02-27 00:09:48,882 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9574 +[2025-02-27 00:09:48,913 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9150 +[2025-02-27 00:09:48,948 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2622 +[2025-02-27 00:09:48,987 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2359 +[2025-02-27 00:09:49,017 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3552 +[2025-02-27 00:09:49,065 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9309 +[2025-02-27 00:09:49,102 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8566 +[2025-02-27 00:09:49,139 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0947 +[2025-02-27 00:09:49,186 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8526 +[2025-02-27 00:09:49,217 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3907 +[2025-02-27 00:09:49,246 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3262 +[2025-02-27 00:09:49,297 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5146 +[2025-02-27 00:09:49,349 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7224 +[2025-02-27 00:09:49,379 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.2605 +[2025-02-27 00:09:49,427 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6024 +[2025-02-27 00:09:49,463 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1393 +[2025-02-27 00:09:49,497 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0418 +[2025-02-27 00:09:49,531 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1775 +[2025-02-27 00:09:49,565 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3068 +[2025-02-27 00:09:49,599 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2903 +[2025-02-27 00:09:49,655 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5541 +[2025-02-27 00:09:49,700 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4437 +[2025-02-27 00:09:49,739 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.1913 +[2025-02-27 00:09:49,765 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1534 +[2025-02-27 00:09:49,798 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9695 +[2025-02-27 00:09:49,848 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.4693 +[2025-02-27 00:09:49,879 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0020 +[2025-02-27 00:09:49,925 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8569 +[2025-02-27 00:09:49,959 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.4082 +[2025-02-27 00:09:49,987 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.4234 +[2025-02-27 00:09:50,016 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.4999 +[2025-02-27 00:09:50,044 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0973 +[2025-02-27 00:09:50,069 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.1990 +[2025-02-27 00:09:50,098 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9530 +[2025-02-27 00:09:50,120 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2742 +[2025-02-27 00:09:50,150 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.7512 +[2025-02-27 00:09:50,183 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0474 +[2025-02-27 00:09:50,219 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5306 +[2025-02-27 00:09:50,248 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6526 +[2025-02-27 00:09:50,271 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5144 +[2025-02-27 00:09:50,305 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2038 +[2025-02-27 00:09:50,334 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3324 +[2025-02-27 00:09:50,354 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4799 +[2025-02-27 00:09:50,384 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4191 +[2025-02-27 00:09:50,415 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0303 +[2025-02-27 00:09:50,467 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9780 +[2025-02-27 00:09:50,491 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0248 +[2025-02-27 00:09:50,528 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.5951 +[2025-02-27 00:09:50,562 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.6279 +[2025-02-27 00:09:50,590 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2200 +[2025-02-27 00:09:50,616 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3104 +[2025-02-27 00:09:50,669 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2260 +[2025-02-27 00:09:50,708 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3812 +[2025-02-27 00:09:50,755 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.4058 +[2025-02-27 00:09:50,800 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.0716 +[2025-02-27 00:09:50,837 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.7037 +[2025-02-27 00:09:50,884 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7688 +[2025-02-27 00:09:50,909 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8757 +[2025-02-27 00:09:50,961 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5227 +[2025-02-27 00:09:50,984 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.3874 +[2025-02-27 00:09:52,162 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:09:52,163 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:09:52,163 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:09:52,163 INFO hook.py line 232 3738285] wall : 0.7740 0.9484 +[2025-02-27 00:09:52,163 INFO hook.py line 232 3738285] floor : 0.9566 0.9817 +[2025-02-27 00:09:52,163 INFO hook.py line 232 3738285] cabinet : 0.3993 0.7117 +[2025-02-27 00:09:52,163 INFO hook.py line 232 3738285] bed : 0.6053 0.8213 +[2025-02-27 00:09:52,163 INFO hook.py line 232 3738285] chair : 0.7945 0.8581 +[2025-02-27 00:09:52,163 INFO hook.py line 232 3738285] sofa : 0.6448 0.8831 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] table : 0.6165 0.7634 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] door : 0.4427 0.5514 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] window : 0.4680 0.5669 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] bookshelf : 0.3061 0.3190 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] picture : 0.2710 0.3230 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] counter : 0.4100 0.5045 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] desk : 0.4320 0.5204 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] curtain : 0.3960 0.4252 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] refridgerator : 0.3409 0.3686 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] shower curtain : 0.2461 0.2651 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] toilet : 0.7128 0.7501 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] sink : 0.3839 0.4214 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] bathtub : 0.7608 0.9114 +[2025-02-27 00:09:52,164 INFO hook.py line 232 3738285] otherfurniture : 0.2392 0.2973 +[2025-02-27 00:09:52,165 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:09:52,165 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5100/0.6096/0.8216. +[2025-02-27 00:09:52,166 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:09:52,169 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5162 +[2025-02-27 00:09:52,169 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:09:59,202 INFO misc.py line 135 3738285] Train result: loss: 0.3430 +[2025-02-27 00:09:59,264 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:10:22,333 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.7835 +[2025-02-27 00:10:22,379 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5629 +[2025-02-27 00:10:22,420 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.7514 +[2025-02-27 00:10:22,473 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6924 +[2025-02-27 00:10:22,517 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7207 +[2025-02-27 00:10:22,583 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6776 +[2025-02-27 00:10:22,634 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5693 +[2025-02-27 00:10:22,668 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3858 +[2025-02-27 00:10:22,726 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.2915 +[2025-02-27 00:10:22,779 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4934 +[2025-02-27 00:10:22,836 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.3112 +[2025-02-27 00:10:22,885 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8912 +[2025-02-27 00:10:29,139 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.2705 +[2025-02-27 00:10:29,509 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.7246 +[2025-02-27 00:10:29,552 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.1294 +[2025-02-27 00:10:29,618 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.3789 +[2025-02-27 00:10:29,657 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.2719 +[2025-02-27 00:10:29,699 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4021 +[2025-02-27 00:10:29,752 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0731 +[2025-02-27 00:10:29,785 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8654 +[2025-02-27 00:10:29,821 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2523 +[2025-02-27 00:10:29,863 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2711 +[2025-02-27 00:10:29,895 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3805 +[2025-02-27 00:10:29,947 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9635 +[2025-02-27 00:10:29,987 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.5442 +[2025-02-27 00:10:30,029 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0410 +[2025-02-27 00:10:30,077 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.7932 +[2025-02-27 00:10:30,110 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5232 +[2025-02-27 00:10:30,146 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3022 +[2025-02-27 00:10:30,198 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5779 +[2025-02-27 00:10:30,253 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6542 +[2025-02-27 00:10:30,289 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.1314 +[2025-02-27 00:10:30,346 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5973 +[2025-02-27 00:10:30,397 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1913 +[2025-02-27 00:10:30,444 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9171 +[2025-02-27 00:10:30,491 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1896 +[2025-02-27 00:10:30,531 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3277 +[2025-02-27 00:10:30,573 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2479 +[2025-02-27 00:10:30,632 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5451 +[2025-02-27 00:10:30,691 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4230 +[2025-02-27 00:10:30,745 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2288 +[2025-02-27 00:10:30,784 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.5115 +[2025-02-27 00:10:30,834 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.7908 +[2025-02-27 00:10:30,887 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6566 +[2025-02-27 00:10:30,923 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9706 +[2025-02-27 00:10:30,975 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8031 +[2025-02-27 00:10:31,012 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.5165 +[2025-02-27 00:10:31,043 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1241 +[2025-02-27 00:10:31,075 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.3148 +[2025-02-27 00:10:31,106 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.3329 +[2025-02-27 00:10:31,133 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.1055 +[2025-02-27 00:10:31,167 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0332 +[2025-02-27 00:10:31,192 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1994 +[2025-02-27 00:10:31,226 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.6271 +[2025-02-27 00:10:31,263 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0386 +[2025-02-27 00:10:31,301 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6390 +[2025-02-27 00:10:31,333 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6454 +[2025-02-27 00:10:31,361 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7537 +[2025-02-27 00:10:31,399 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2002 +[2025-02-27 00:10:31,433 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.6148 +[2025-02-27 00:10:31,457 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5799 +[2025-02-27 00:10:31,490 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2819 +[2025-02-27 00:10:31,525 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1735 +[2025-02-27 00:10:31,579 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1463 +[2025-02-27 00:10:31,605 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0986 +[2025-02-27 00:10:31,646 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6887 +[2025-02-27 00:10:31,685 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3783 +[2025-02-27 00:10:31,722 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.3517 +[2025-02-27 00:10:31,757 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.2783 +[2025-02-27 00:10:31,812 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1957 +[2025-02-27 00:10:31,853 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2754 +[2025-02-27 00:10:31,902 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3330 +[2025-02-27 00:10:31,950 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.1377 +[2025-02-27 00:10:31,992 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8875 +[2025-02-27 00:10:32,041 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7790 +[2025-02-27 00:10:32,070 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7702 +[2025-02-27 00:10:32,123 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.3575 +[2025-02-27 00:10:32,150 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0618 +[2025-02-27 00:10:33,671 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:10:33,672 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:10:33,672 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] wall : 0.7767 0.9516 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] floor : 0.9514 0.9844 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] cabinet : 0.4208 0.6861 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] bed : 0.6256 0.8189 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] chair : 0.8005 0.8765 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] sofa : 0.6259 0.7769 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] table : 0.6152 0.7427 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] door : 0.4379 0.5398 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] window : 0.4682 0.6134 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] bookshelf : 0.3470 0.3645 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] picture : 0.2595 0.3001 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] counter : 0.4441 0.5139 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] desk : 0.4349 0.5286 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] curtain : 0.4432 0.4926 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] refridgerator : 0.3462 0.3888 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] shower curtain : 0.2737 0.3023 +[2025-02-27 00:10:33,672 INFO hook.py line 232 3738285] toilet : 0.7152 0.7547 +[2025-02-27 00:10:33,673 INFO hook.py line 232 3738285] sink : 0.3652 0.3989 +[2025-02-27 00:10:33,673 INFO hook.py line 232 3738285] bathtub : 0.6663 0.9034 +[2025-02-27 00:10:33,673 INFO hook.py line 232 3738285] otherfurniture : 0.2454 0.3104 +[2025-02-27 00:10:33,673 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:10:33,673 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5131/0.6124/0.8248. +[2025-02-27 00:10:33,673 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:10:33,676 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5162 +[2025-02-27 00:10:33,676 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:10:42,860 INFO misc.py line 135 3738285] Train result: loss: 0.3196 +[2025-02-27 00:10:42,953 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:11:02,354 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9946 +[2025-02-27 00:11:02,594 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5728 +[2025-02-27 00:11:02,643 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.3950 +[2025-02-27 00:11:02,921 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6211 +[2025-02-27 00:11:02,963 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.6980 +[2025-02-27 00:11:03,433 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6035 +[2025-02-27 00:11:03,481 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6058 +[2025-02-27 00:11:03,528 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3854 +[2025-02-27 00:11:03,599 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.1238 +[2025-02-27 00:11:03,644 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4509 +[2025-02-27 00:11:03,699 INFO hook.py line 289 3738285] Test: [11/78] Loss 0.7766 +[2025-02-27 00:11:03,743 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.8793 +[2025-02-27 00:11:03,789 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.3229 +[2025-02-27 00:11:03,837 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.6277 +[2025-02-27 00:11:03,872 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.1385 +[2025-02-27 00:11:03,921 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.6680 +[2025-02-27 00:11:03,956 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5413 +[2025-02-27 00:11:03,988 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4035 +[2025-02-27 00:11:04,041 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0443 +[2025-02-27 00:11:04,092 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8801 +[2025-02-27 00:11:04,125 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2818 +[2025-02-27 00:11:04,170 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2220 +[2025-02-27 00:11:04,209 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2992 +[2025-02-27 00:11:04,251 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9769 +[2025-02-27 00:11:04,291 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6356 +[2025-02-27 00:11:04,331 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0307 +[2025-02-27 00:11:04,403 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8912 +[2025-02-27 00:11:04,449 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3969 +[2025-02-27 00:11:04,484 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3004 +[2025-02-27 00:11:04,536 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4254 +[2025-02-27 00:11:04,590 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6286 +[2025-02-27 00:11:04,624 INFO hook.py line 289 3738285] Test: [32/78] Loss 2.8176 +[2025-02-27 00:11:04,673 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5710 +[2025-02-27 00:11:04,711 INFO hook.py line 289 3738285] Test: [34/78] Loss 0.9218 +[2025-02-27 00:11:04,756 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9549 +[2025-02-27 00:11:04,795 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1415 +[2025-02-27 00:11:04,831 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2389 +[2025-02-27 00:11:04,862 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2537 +[2025-02-27 00:11:04,921 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.4025 +[2025-02-27 00:11:04,969 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5269 +[2025-02-27 00:11:05,015 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.4235 +[2025-02-27 00:11:05,041 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.2793 +[2025-02-27 00:11:05,076 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0392 +[2025-02-27 00:11:05,140 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6098 +[2025-02-27 00:11:05,173 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9182 +[2025-02-27 00:11:05,221 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7847 +[2025-02-27 00:11:05,257 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2361 +[2025-02-27 00:11:05,289 INFO hook.py line 289 3738285] Test: [48/78] Loss 0.8629 +[2025-02-27 00:11:05,320 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.0835 +[2025-02-27 00:11:05,350 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.8710 +[2025-02-27 00:11:05,377 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0891 +[2025-02-27 00:11:05,408 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0404 +[2025-02-27 00:11:05,433 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1369 +[2025-02-27 00:11:05,466 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.8831 +[2025-02-27 00:11:05,502 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0707 +[2025-02-27 00:11:05,540 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5854 +[2025-02-27 00:11:05,572 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6593 +[2025-02-27 00:11:05,600 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5513 +[2025-02-27 00:11:05,643 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2027 +[2025-02-27 00:11:05,682 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4210 +[2025-02-27 00:11:05,706 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3259 +[2025-02-27 00:11:05,738 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2991 +[2025-02-27 00:11:05,771 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1660 +[2025-02-27 00:11:05,825 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.8443 +[2025-02-27 00:11:05,852 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0119 +[2025-02-27 00:11:05,892 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6492 +[2025-02-27 00:11:05,928 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3021 +[2025-02-27 00:11:05,960 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9633 +[2025-02-27 00:11:05,992 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3214 +[2025-02-27 00:11:06,048 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2477 +[2025-02-27 00:11:06,092 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1675 +[2025-02-27 00:11:06,142 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3428 +[2025-02-27 00:11:06,189 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3798 +[2025-02-27 00:11:06,230 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8489 +[2025-02-27 00:11:06,280 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7803 +[2025-02-27 00:11:06,309 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7240 +[2025-02-27 00:11:06,362 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5307 +[2025-02-27 00:11:06,389 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8843 +[2025-02-27 00:11:07,784 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:11:07,784 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:11:07,785 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:11:07,785 INFO hook.py line 232 3738285] wall : 0.7711 0.9306 +[2025-02-27 00:11:07,785 INFO hook.py line 232 3738285] floor : 0.9533 0.9826 +[2025-02-27 00:11:07,785 INFO hook.py line 232 3738285] cabinet : 0.4276 0.6517 +[2025-02-27 00:11:07,785 INFO hook.py line 232 3738285] bed : 0.6312 0.8138 +[2025-02-27 00:11:07,785 INFO hook.py line 232 3738285] chair : 0.8024 0.8710 +[2025-02-27 00:11:07,785 INFO hook.py line 232 3738285] sofa : 0.6141 0.8107 +[2025-02-27 00:11:07,785 INFO hook.py line 232 3738285] table : 0.6161 0.7484 +[2025-02-27 00:11:07,786 INFO hook.py line 232 3738285] door : 0.4395 0.6284 +[2025-02-27 00:11:07,786 INFO hook.py line 232 3738285] window : 0.4754 0.6393 +[2025-02-27 00:11:07,786 INFO hook.py line 232 3738285] bookshelf : 0.4169 0.4534 +[2025-02-27 00:11:07,786 INFO hook.py line 232 3738285] picture : 0.2682 0.3127 +[2025-02-27 00:11:07,786 INFO hook.py line 232 3738285] counter : 0.4404 0.5082 +[2025-02-27 00:11:07,786 INFO hook.py line 232 3738285] desk : 0.4417 0.5611 +[2025-02-27 00:11:07,786 INFO hook.py line 232 3738285] curtain : 0.4038 0.4391 +[2025-02-27 00:11:07,786 INFO hook.py line 232 3738285] refridgerator : 0.3542 0.4334 +[2025-02-27 00:11:07,786 INFO hook.py line 232 3738285] shower curtain : 0.1743 0.1781 +[2025-02-27 00:11:07,786 INFO hook.py line 232 3738285] toilet : 0.7437 0.8289 +[2025-02-27 00:11:07,787 INFO hook.py line 232 3738285] sink : 0.3675 0.4151 +[2025-02-27 00:11:07,787 INFO hook.py line 232 3738285] bathtub : 0.6772 0.9013 +[2025-02-27 00:11:07,787 INFO hook.py line 232 3738285] otherfurniture : 0.2416 0.3022 +[2025-02-27 00:11:07,787 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:11:07,787 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5130/0.6205/0.8236. +[2025-02-27 00:11:07,788 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:11:07,791 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5162 +[2025-02-27 00:11:07,791 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:11:16,979 INFO misc.py line 135 3738285] Train result: loss: 0.2873 +[2025-02-27 00:11:17,047 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:11:35,735 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0253 +[2025-02-27 00:11:35,990 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6927 +[2025-02-27 00:11:36,030 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4409 +[2025-02-27 00:11:36,077 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6382 +[2025-02-27 00:11:36,136 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.5681 +[2025-02-27 00:11:36,191 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6269 +[2025-02-27 00:11:36,238 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6203 +[2025-02-27 00:11:36,286 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4128 +[2025-02-27 00:11:36,338 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4205 +[2025-02-27 00:11:36,390 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.6105 +[2025-02-27 00:11:36,443 INFO hook.py line 289 3738285] Test: [11/78] Loss 0.9856 +[2025-02-27 00:11:36,486 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1856 +[2025-02-27 00:11:36,868 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.4584 +[2025-02-27 00:11:37,044 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.2000 +[2025-02-27 00:11:37,088 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4718 +[2025-02-27 00:11:37,150 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.2899 +[2025-02-27 00:11:37,197 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4934 +[2025-02-27 00:11:37,245 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4051 +[2025-02-27 00:11:37,293 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0524 +[2025-02-27 00:11:37,340 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9072 +[2025-02-27 00:11:37,379 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2784 +[2025-02-27 00:11:37,418 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4719 +[2025-02-27 00:11:37,466 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.4244 +[2025-02-27 00:11:37,523 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.0097 +[2025-02-27 00:11:37,564 INFO hook.py line 289 3738285] Test: [25/78] Loss 1.0731 +[2025-02-27 00:11:37,610 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0481 +[2025-02-27 00:11:37,669 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9840 +[2025-02-27 00:11:37,708 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3609 +[2025-02-27 00:11:37,744 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3212 +[2025-02-27 00:11:37,796 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4339 +[2025-02-27 00:11:37,854 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5402 +[2025-02-27 00:11:37,889 INFO hook.py line 289 3738285] Test: [32/78] Loss 2.8778 +[2025-02-27 00:11:37,937 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6814 +[2025-02-27 00:11:37,976 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1288 +[2025-02-27 00:11:38,024 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.1465 +[2025-02-27 00:11:38,068 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1648 +[2025-02-27 00:11:38,109 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2977 +[2025-02-27 00:11:38,148 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2603 +[2025-02-27 00:11:38,216 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6183 +[2025-02-27 00:11:38,259 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6235 +[2025-02-27 00:11:38,300 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2151 +[2025-02-27 00:11:38,326 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.2617 +[2025-02-27 00:11:38,359 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9701 +[2025-02-27 00:11:38,412 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5558 +[2025-02-27 00:11:38,445 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9537 +[2025-02-27 00:11:38,497 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7285 +[2025-02-27 00:11:38,534 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.4854 +[2025-02-27 00:11:38,565 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1549 +[2025-02-27 00:11:38,596 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5189 +[2025-02-27 00:11:38,627 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.3311 +[2025-02-27 00:11:38,654 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0572 +[2025-02-27 00:11:38,686 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9044 +[2025-02-27 00:11:38,711 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.3339 +[2025-02-27 00:11:38,745 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.8200 +[2025-02-27 00:11:38,781 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0439 +[2025-02-27 00:11:38,818 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6617 +[2025-02-27 00:11:38,849 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6305 +[2025-02-27 00:11:38,876 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.7091 +[2025-02-27 00:11:38,915 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1921 +[2025-02-27 00:11:38,946 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5797 +[2025-02-27 00:11:38,972 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2350 +[2025-02-27 00:11:39,005 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3052 +[2025-02-27 00:11:39,040 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0679 +[2025-02-27 00:11:39,093 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.6447 +[2025-02-27 00:11:39,122 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.9518 +[2025-02-27 00:11:39,163 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6303 +[2025-02-27 00:11:39,201 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.2009 +[2025-02-27 00:11:39,232 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2785 +[2025-02-27 00:11:39,263 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3302 +[2025-02-27 00:11:39,318 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2760 +[2025-02-27 00:11:39,358 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3885 +[2025-02-27 00:11:39,408 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3483 +[2025-02-27 00:11:39,455 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3164 +[2025-02-27 00:11:39,496 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.7694 +[2025-02-27 00:11:39,545 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7561 +[2025-02-27 00:11:39,573 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8061 +[2025-02-27 00:11:39,628 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5312 +[2025-02-27 00:11:39,655 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8223 +[2025-02-27 00:11:41,084 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:11:41,087 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:11:41,087 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:11:41,087 INFO hook.py line 232 3738285] wall : 0.7627 0.9501 +[2025-02-27 00:11:41,087 INFO hook.py line 232 3738285] floor : 0.9533 0.9820 +[2025-02-27 00:11:41,087 INFO hook.py line 232 3738285] cabinet : 0.4575 0.6249 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] bed : 0.6106 0.8082 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] chair : 0.8050 0.8807 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] sofa : 0.6460 0.8073 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] table : 0.6001 0.7454 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] door : 0.4515 0.5563 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] window : 0.4638 0.6359 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] bookshelf : 0.3734 0.3893 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] picture : 0.2352 0.2632 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] counter : 0.4929 0.5992 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] desk : 0.4306 0.5684 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] curtain : 0.4664 0.5624 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] refridgerator : 0.3347 0.3626 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] shower curtain : 0.2132 0.2222 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] toilet : 0.7487 0.7835 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] sink : 0.3406 0.3644 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] bathtub : 0.7708 0.8861 +[2025-02-27 00:11:41,088 INFO hook.py line 232 3738285] otherfurniture : 0.2396 0.2960 +[2025-02-27 00:11:41,088 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:11:41,088 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5198/0.6144/0.8253. +[2025-02-27 00:11:41,089 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:11:41,096 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5198 +[2025-02-27 00:11:41,096 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5198 +[2025-02-27 00:11:41,097 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:11:50,834 INFO misc.py line 135 3738285] Train result: loss: 0.3159 +[2025-02-27 00:11:50,903 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:12:10,266 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0577 +[2025-02-27 00:12:10,353 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5796 +[2025-02-27 00:12:10,400 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4800 +[2025-02-27 00:12:10,447 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6114 +[2025-02-27 00:12:11,130 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.4874 +[2025-02-27 00:12:11,183 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7505 +[2025-02-27 00:12:11,239 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5564 +[2025-02-27 00:12:11,276 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4127 +[2025-02-27 00:12:11,319 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3686 +[2025-02-27 00:12:11,357 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.0792 +[2025-02-27 00:12:11,400 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.0365 +[2025-02-27 00:12:11,433 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9335 +[2025-02-27 00:12:11,479 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.7824 +[2025-02-27 00:12:11,602 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.1723 +[2025-02-27 00:12:11,637 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5388 +[2025-02-27 00:12:11,680 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.8290 +[2025-02-27 00:12:11,716 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.7152 +[2025-02-27 00:12:11,751 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.6711 +[2025-02-27 00:12:11,790 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1482 +[2025-02-27 00:12:11,821 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8712 +[2025-02-27 00:12:11,852 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2623 +[2025-02-27 00:12:11,891 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3451 +[2025-02-27 00:12:11,920 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1783 +[2025-02-27 00:12:11,976 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.1126 +[2025-02-27 00:12:12,014 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.4826 +[2025-02-27 00:12:12,052 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0842 +[2025-02-27 00:12:12,099 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9530 +[2025-02-27 00:12:12,134 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5811 +[2025-02-27 00:12:12,162 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3387 +[2025-02-27 00:12:12,222 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4899 +[2025-02-27 00:12:12,278 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7085 +[2025-02-27 00:12:12,313 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.1333 +[2025-02-27 00:12:12,369 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6924 +[2025-02-27 00:12:12,417 INFO hook.py line 289 3738285] Test: [34/78] Loss 0.9495 +[2025-02-27 00:12:12,461 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.1039 +[2025-02-27 00:12:12,495 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1272 +[2025-02-27 00:12:12,538 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2562 +[2025-02-27 00:12:12,576 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2535 +[2025-02-27 00:12:12,633 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5912 +[2025-02-27 00:12:12,677 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5446 +[2025-02-27 00:12:12,725 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.5158 +[2025-02-27 00:12:12,758 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1704 +[2025-02-27 00:12:12,795 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9637 +[2025-02-27 00:12:12,846 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6201 +[2025-02-27 00:12:12,876 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0397 +[2025-02-27 00:12:12,922 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6649 +[2025-02-27 00:12:12,958 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.8980 +[2025-02-27 00:12:12,987 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2747 +[2025-02-27 00:12:13,019 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.1794 +[2025-02-27 00:12:13,049 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.8570 +[2025-02-27 00:12:13,076 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.5408 +[2025-02-27 00:12:13,107 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0911 +[2025-02-27 00:12:13,133 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.3373 +[2025-02-27 00:12:13,167 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1281 +[2025-02-27 00:12:13,203 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0525 +[2025-02-27 00:12:13,241 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5867 +[2025-02-27 00:12:13,273 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.5992 +[2025-02-27 00:12:13,300 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4936 +[2025-02-27 00:12:13,341 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1951 +[2025-02-27 00:12:13,376 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4943 +[2025-02-27 00:12:13,401 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3606 +[2025-02-27 00:12:13,434 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2863 +[2025-02-27 00:12:13,469 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1111 +[2025-02-27 00:12:13,523 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.7666 +[2025-02-27 00:12:13,551 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.2200 +[2025-02-27 00:12:13,592 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6063 +[2025-02-27 00:12:13,630 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3656 +[2025-02-27 00:12:13,662 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9239 +[2025-02-27 00:12:13,691 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3415 +[2025-02-27 00:12:13,747 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.1861 +[2025-02-27 00:12:13,787 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.6172 +[2025-02-27 00:12:13,837 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3296 +[2025-02-27 00:12:13,884 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.7040 +[2025-02-27 00:12:13,924 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9879 +[2025-02-27 00:12:13,974 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8271 +[2025-02-27 00:12:14,001 INFO hook.py line 289 3738285] Test: [76/78] Loss 1.0644 +[2025-02-27 00:12:14,055 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.8577 +[2025-02-27 00:12:14,083 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.7460 +[2025-02-27 00:12:15,506 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:12:15,506 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:12:15,506 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:12:15,506 INFO hook.py line 232 3738285] wall : 0.7686 0.9318 +[2025-02-27 00:12:15,506 INFO hook.py line 232 3738285] floor : 0.9538 0.9832 +[2025-02-27 00:12:15,507 INFO hook.py line 232 3738285] cabinet : 0.4382 0.6649 +[2025-02-27 00:12:15,507 INFO hook.py line 232 3738285] bed : 0.6032 0.8099 +[2025-02-27 00:12:15,507 INFO hook.py line 232 3738285] chair : 0.7874 0.8630 +[2025-02-27 00:12:15,507 INFO hook.py line 232 3738285] sofa : 0.6275 0.8430 +[2025-02-27 00:12:15,507 INFO hook.py line 232 3738285] table : 0.5865 0.7203 +[2025-02-27 00:12:15,507 INFO hook.py line 232 3738285] door : 0.4496 0.6400 +[2025-02-27 00:12:15,507 INFO hook.py line 232 3738285] window : 0.4638 0.6071 +[2025-02-27 00:12:15,507 INFO hook.py line 232 3738285] bookshelf : 0.3200 0.3289 +[2025-02-27 00:12:15,507 INFO hook.py line 232 3738285] picture : 0.2883 0.3456 +[2025-02-27 00:12:15,508 INFO hook.py line 232 3738285] counter : 0.4528 0.6203 +[2025-02-27 00:12:15,508 INFO hook.py line 232 3738285] desk : 0.4141 0.5657 +[2025-02-27 00:12:15,508 INFO hook.py line 232 3738285] curtain : 0.3240 0.3633 +[2025-02-27 00:12:15,508 INFO hook.py line 232 3738285] refridgerator : 0.3470 0.4989 +[2025-02-27 00:12:15,508 INFO hook.py line 232 3738285] shower curtain : 0.2368 0.2572 +[2025-02-27 00:12:15,508 INFO hook.py line 232 3738285] toilet : 0.7260 0.7617 +[2025-02-27 00:12:15,508 INFO hook.py line 232 3738285] sink : 0.3994 0.4556 +[2025-02-27 00:12:15,508 INFO hook.py line 232 3738285] bathtub : 0.7544 0.8826 +[2025-02-27 00:12:15,508 INFO hook.py line 232 3738285] otherfurniture : 0.2427 0.2925 +[2025-02-27 00:12:15,508 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:12:15,509 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5092/0.6218/0.8192. +[2025-02-27 00:12:15,510 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:12:15,513 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5198 +[2025-02-27 00:12:15,513 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:12:24,589 INFO misc.py line 135 3738285] Train result: loss: 0.3391 +[2025-02-27 00:12:24,651 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:12:44,569 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0103 +[2025-02-27 00:12:44,804 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5631 +[2025-02-27 00:12:44,867 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4846 +[2025-02-27 00:12:44,914 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7411 +[2025-02-27 00:12:44,953 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7983 +[2025-02-27 00:12:45,005 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.8882 +[2025-02-27 00:12:45,053 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6540 +[2025-02-27 00:12:45,080 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3842 +[2025-02-27 00:12:45,123 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4126 +[2025-02-27 00:12:45,158 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3230 +[2025-02-27 00:12:45,205 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2740 +[2025-02-27 00:12:45,243 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1592 +[2025-02-27 00:12:45,289 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.8554 +[2025-02-27 00:12:45,329 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.8437 +[2025-02-27 00:12:45,365 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.6775 +[2025-02-27 00:12:45,415 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.8371 +[2025-02-27 00:12:45,453 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5328 +[2025-02-27 00:12:45,489 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.8233 +[2025-02-27 00:12:45,534 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0596 +[2025-02-27 00:12:45,569 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.8949 +[2025-02-27 00:12:45,611 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2852 +[2025-02-27 00:12:45,649 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2200 +[2025-02-27 00:12:45,678 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.4247 +[2025-02-27 00:12:45,724 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.2338 +[2025-02-27 00:12:45,763 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.4672 +[2025-02-27 00:12:45,804 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1631 +[2025-02-27 00:12:45,853 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9190 +[2025-02-27 00:12:45,899 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7330 +[2025-02-27 00:12:45,928 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2991 +[2025-02-27 00:12:45,979 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5194 +[2025-02-27 00:12:46,033 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6508 +[2025-02-27 00:12:46,074 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.6757 +[2025-02-27 00:12:46,124 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.7453 +[2025-02-27 00:12:46,171 INFO hook.py line 289 3738285] Test: [34/78] Loss 0.9795 +[2025-02-27 00:12:46,210 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.1624 +[2025-02-27 00:12:46,263 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2464 +[2025-02-27 00:12:46,302 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4556 +[2025-02-27 00:12:46,341 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2430 +[2025-02-27 00:12:46,400 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5108 +[2025-02-27 00:12:46,447 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5254 +[2025-02-27 00:12:46,490 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2636 +[2025-02-27 00:12:46,531 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1279 +[2025-02-27 00:12:46,575 INFO hook.py line 289 3738285] Test: [43/78] Loss 1.0312 +[2025-02-27 00:12:46,627 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5244 +[2025-02-27 00:12:46,668 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.8699 +[2025-02-27 00:12:46,715 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8257 +[2025-02-27 00:12:46,752 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.5070 +[2025-02-27 00:12:46,785 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.3059 +[2025-02-27 00:12:46,817 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6349 +[2025-02-27 00:12:46,848 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1022 +[2025-02-27 00:12:46,876 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.2068 +[2025-02-27 00:12:46,910 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0336 +[2025-02-27 00:12:46,936 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.4130 +[2025-02-27 00:12:46,969 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.2611 +[2025-02-27 00:12:47,005 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0479 +[2025-02-27 00:12:47,043 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7627 +[2025-02-27 00:12:47,075 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7170 +[2025-02-27 00:12:47,102 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4444 +[2025-02-27 00:12:47,139 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2769 +[2025-02-27 00:12:47,170 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3972 +[2025-02-27 00:12:47,194 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5461 +[2025-02-27 00:12:47,225 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3269 +[2025-02-27 00:12:47,258 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0123 +[2025-02-27 00:12:47,311 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0408 +[2025-02-27 00:12:47,336 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1259 +[2025-02-27 00:12:47,376 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6374 +[2025-02-27 00:12:47,412 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.8698 +[2025-02-27 00:12:47,443 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.2713 +[2025-02-27 00:12:47,471 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3908 +[2025-02-27 00:12:47,526 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3061 +[2025-02-27 00:12:47,567 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.8366 +[2025-02-27 00:12:47,616 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3251 +[2025-02-27 00:12:47,663 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4038 +[2025-02-27 00:12:47,702 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1831 +[2025-02-27 00:12:47,750 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.6799 +[2025-02-27 00:12:47,777 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8957 +[2025-02-27 00:12:47,830 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6185 +[2025-02-27 00:12:47,856 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8627 +[2025-02-27 00:12:49,342 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:12:49,343 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:12:49,343 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:12:49,343 INFO hook.py line 232 3738285] wall : 0.7616 0.9437 +[2025-02-27 00:12:49,343 INFO hook.py line 232 3738285] floor : 0.9537 0.9841 +[2025-02-27 00:12:49,343 INFO hook.py line 232 3738285] cabinet : 0.4365 0.6722 +[2025-02-27 00:12:49,343 INFO hook.py line 232 3738285] bed : 0.6550 0.8074 +[2025-02-27 00:12:49,344 INFO hook.py line 232 3738285] chair : 0.7906 0.8672 +[2025-02-27 00:12:49,344 INFO hook.py line 232 3738285] sofa : 0.6330 0.8475 +[2025-02-27 00:12:49,344 INFO hook.py line 232 3738285] table : 0.5878 0.7822 +[2025-02-27 00:12:49,344 INFO hook.py line 232 3738285] door : 0.4543 0.6174 +[2025-02-27 00:12:49,344 INFO hook.py line 232 3738285] window : 0.4695 0.5990 +[2025-02-27 00:12:49,344 INFO hook.py line 232 3738285] bookshelf : 0.2794 0.2881 +[2025-02-27 00:12:49,344 INFO hook.py line 232 3738285] picture : 0.3050 0.3690 +[2025-02-27 00:12:49,344 INFO hook.py line 232 3738285] counter : 0.4446 0.5193 +[2025-02-27 00:12:49,344 INFO hook.py line 232 3738285] desk : 0.3955 0.4882 +[2025-02-27 00:12:49,344 INFO hook.py line 232 3738285] curtain : 0.3887 0.4122 +[2025-02-27 00:12:49,345 INFO hook.py line 232 3738285] refridgerator : 0.3203 0.3820 +[2025-02-27 00:12:49,345 INFO hook.py line 232 3738285] shower curtain : 0.1935 0.1990 +[2025-02-27 00:12:49,345 INFO hook.py line 232 3738285] toilet : 0.7086 0.7480 +[2025-02-27 00:12:49,345 INFO hook.py line 232 3738285] sink : 0.3649 0.3866 +[2025-02-27 00:12:49,345 INFO hook.py line 232 3738285] bathtub : 0.7395 0.8985 +[2025-02-27 00:12:49,345 INFO hook.py line 232 3738285] otherfurniture : 0.2290 0.2660 +[2025-02-27 00:12:49,345 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:12:49,345 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5055/0.6039/0.8205. +[2025-02-27 00:12:49,346 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:12:49,351 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5198 +[2025-02-27 00:12:49,351 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:12:58,665 INFO misc.py line 135 3738285] Train result: loss: 0.3184 +[2025-02-27 00:12:58,731 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:13:12,167 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8896 +[2025-02-27 00:13:12,215 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6480 +[2025-02-27 00:13:12,257 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.6461 +[2025-02-27 00:13:12,305 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6045 +[2025-02-27 00:13:12,339 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8161 +[2025-02-27 00:13:12,396 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6534 +[2025-02-27 00:13:12,448 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5641 +[2025-02-27 00:13:12,474 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3937 +[2025-02-27 00:13:12,515 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3672 +[2025-02-27 00:13:12,548 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3506 +[2025-02-27 00:13:12,595 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2029 +[2025-02-27 00:13:12,630 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2837 +[2025-02-27 00:13:12,673 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.4912 +[2025-02-27 00:13:12,713 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.9833 +[2025-02-27 00:13:12,753 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.7073 +[2025-02-27 00:13:12,796 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.8245 +[2025-02-27 00:13:12,832 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5311 +[2025-02-27 00:13:12,871 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.7879 +[2025-02-27 00:13:12,913 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.8969 +[2025-02-27 00:13:12,947 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9404 +[2025-02-27 00:13:12,989 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2817 +[2025-02-27 00:13:13,028 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2463 +[2025-02-27 00:13:13,057 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3124 +[2025-02-27 00:13:13,104 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9748 +[2025-02-27 00:13:13,150 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6965 +[2025-02-27 00:13:13,187 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1694 +[2025-02-27 00:13:13,237 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9055 +[2025-02-27 00:13:13,269 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5445 +[2025-02-27 00:13:13,297 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3154 +[2025-02-27 00:13:13,352 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5261 +[2025-02-27 00:13:13,405 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.8005 +[2025-02-27 00:13:13,440 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4055 +[2025-02-27 00:13:13,489 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.7157 +[2025-02-27 00:13:13,528 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0244 +[2025-02-27 00:13:13,564 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.1759 +[2025-02-27 00:13:13,608 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1344 +[2025-02-27 00:13:13,651 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3788 +[2025-02-27 00:13:13,707 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2413 +[2025-02-27 00:13:13,777 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.4565 +[2025-02-27 00:13:13,832 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6416 +[2025-02-27 00:13:13,919 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2739 +[2025-02-27 00:13:14,007 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1420 +[2025-02-27 00:13:14,100 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9553 +[2025-02-27 00:13:14,186 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5794 +[2025-02-27 00:13:14,262 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9384 +[2025-02-27 00:13:14,348 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8206 +[2025-02-27 00:13:14,404 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.3375 +[2025-02-27 00:13:14,442 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.4059 +[2025-02-27 00:13:14,480 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.3799 +[2025-02-27 00:13:14,518 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0590 +[2025-02-27 00:13:14,555 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.3068 +[2025-02-27 00:13:14,587 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0455 +[2025-02-27 00:13:14,619 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.3871 +[2025-02-27 00:13:14,661 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0337 +[2025-02-27 00:13:14,703 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0451 +[2025-02-27 00:13:14,749 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.7664 +[2025-02-27 00:13:14,782 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6703 +[2025-02-27 00:13:14,819 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4989 +[2025-02-27 00:13:14,862 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1992 +[2025-02-27 00:13:14,898 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3769 +[2025-02-27 00:13:14,930 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4800 +[2025-02-27 00:13:14,966 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3358 +[2025-02-27 00:13:15,000 INFO hook.py line 289 3738285] Test: [63/78] Loss 0.9186 +[2025-02-27 00:13:15,054 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9437 +[2025-02-27 00:13:15,081 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1047 +[2025-02-27 00:13:15,121 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.5911 +[2025-02-27 00:13:15,158 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.6898 +[2025-02-27 00:13:15,190 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0638 +[2025-02-27 00:13:15,220 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3641 +[2025-02-27 00:13:15,275 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2077 +[2025-02-27 00:13:15,315 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.5555 +[2025-02-27 00:13:15,363 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3498 +[2025-02-27 00:13:15,410 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.5242 +[2025-02-27 00:13:15,450 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1736 +[2025-02-27 00:13:15,499 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.6491 +[2025-02-27 00:13:15,527 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9097 +[2025-02-27 00:13:15,580 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4930 +[2025-02-27 00:13:15,606 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.7474 +[2025-02-27 00:13:17,106 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:13:17,107 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:13:17,108 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:13:17,108 INFO hook.py line 232 3738285] wall : 0.7608 0.9436 +[2025-02-27 00:13:17,108 INFO hook.py line 232 3738285] floor : 0.9535 0.9821 +[2025-02-27 00:13:17,109 INFO hook.py line 232 3738285] cabinet : 0.4439 0.6566 +[2025-02-27 00:13:17,109 INFO hook.py line 232 3738285] bed : 0.6701 0.7892 +[2025-02-27 00:13:17,109 INFO hook.py line 232 3738285] chair : 0.7992 0.8786 +[2025-02-27 00:13:17,109 INFO hook.py line 232 3738285] sofa : 0.6452 0.8552 +[2025-02-27 00:13:17,109 INFO hook.py line 232 3738285] table : 0.5948 0.7686 +[2025-02-27 00:13:17,109 INFO hook.py line 232 3738285] door : 0.4604 0.6113 +[2025-02-27 00:13:17,110 INFO hook.py line 232 3738285] window : 0.4566 0.5556 +[2025-02-27 00:13:17,110 INFO hook.py line 232 3738285] bookshelf : 0.3330 0.3486 +[2025-02-27 00:13:17,110 INFO hook.py line 232 3738285] picture : 0.2969 0.3517 +[2025-02-27 00:13:17,110 INFO hook.py line 232 3738285] counter : 0.4258 0.5263 +[2025-02-27 00:13:17,110 INFO hook.py line 232 3738285] desk : 0.4332 0.5778 +[2025-02-27 00:13:17,110 INFO hook.py line 232 3738285] curtain : 0.4283 0.4700 +[2025-02-27 00:13:17,110 INFO hook.py line 232 3738285] refridgerator : 0.3509 0.4404 +[2025-02-27 00:13:17,111 INFO hook.py line 232 3738285] shower curtain : 0.2254 0.2369 +[2025-02-27 00:13:17,111 INFO hook.py line 232 3738285] toilet : 0.6950 0.7269 +[2025-02-27 00:13:17,111 INFO hook.py line 232 3738285] sink : 0.3529 0.3726 +[2025-02-27 00:13:17,111 INFO hook.py line 232 3738285] bathtub : 0.7147 0.9004 +[2025-02-27 00:13:17,111 INFO hook.py line 232 3738285] otherfurniture : 0.2290 0.2805 +[2025-02-27 00:13:17,111 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:13:17,111 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5135/0.6136/0.8231. +[2025-02-27 00:13:17,112 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:13:17,118 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5198 +[2025-02-27 00:13:17,119 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:13:25,825 INFO misc.py line 135 3738285] Train result: loss: 0.2884 +[2025-02-27 00:13:25,889 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:14:01,817 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9540 +[2025-02-27 00:14:01,893 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5751 +[2025-02-27 00:14:01,931 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.3550 +[2025-02-27 00:14:01,976 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5615 +[2025-02-27 00:14:02,019 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7710 +[2025-02-27 00:14:02,072 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4690 +[2025-02-27 00:14:02,118 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5098 +[2025-02-27 00:14:02,151 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4072 +[2025-02-27 00:14:02,199 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.2960 +[2025-02-27 00:14:02,237 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3572 +[2025-02-27 00:14:02,279 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1466 +[2025-02-27 00:14:02,314 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2065 +[2025-02-27 00:14:02,357 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6714 +[2025-02-27 00:14:02,395 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.1774 +[2025-02-27 00:14:02,429 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.5070 +[2025-02-27 00:14:02,472 INFO hook.py line 289 3738285] Test: [16/78] Loss 1.1580 +[2025-02-27 00:14:02,506 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4736 +[2025-02-27 00:14:02,555 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.5973 +[2025-02-27 00:14:02,592 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9557 +[2025-02-27 00:14:02,625 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9027 +[2025-02-27 00:14:02,666 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2577 +[2025-02-27 00:14:02,702 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3202 +[2025-02-27 00:14:02,728 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2366 +[2025-02-27 00:14:02,773 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9449 +[2025-02-27 00:14:02,811 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6250 +[2025-02-27 00:14:02,856 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9809 +[2025-02-27 00:14:02,905 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.7597 +[2025-02-27 00:14:02,938 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5159 +[2025-02-27 00:14:02,965 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2852 +[2025-02-27 00:14:03,013 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4832 +[2025-02-27 00:14:03,065 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6542 +[2025-02-27 00:14:03,095 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4236 +[2025-02-27 00:14:03,143 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5780 +[2025-02-27 00:14:03,178 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1255 +[2025-02-27 00:14:03,212 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0637 +[2025-02-27 00:14:03,258 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0807 +[2025-02-27 00:14:03,292 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.1747 +[2025-02-27 00:14:03,318 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2208 +[2025-02-27 00:14:03,374 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.4819 +[2025-02-27 00:14:03,419 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4730 +[2025-02-27 00:14:03,458 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2503 +[2025-02-27 00:14:03,491 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.3707 +[2025-02-27 00:14:03,526 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9070 +[2025-02-27 00:14:03,578 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6030 +[2025-02-27 00:14:03,610 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.8955 +[2025-02-27 00:14:03,655 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8834 +[2025-02-27 00:14:03,692 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.4474 +[2025-02-27 00:14:03,723 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.0648 +[2025-02-27 00:14:03,752 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.3236 +[2025-02-27 00:14:03,781 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.8114 +[2025-02-27 00:14:03,809 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.1770 +[2025-02-27 00:14:03,839 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9309 +[2025-02-27 00:14:03,865 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2784 +[2025-02-27 00:14:03,899 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9284 +[2025-02-27 00:14:03,932 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0433 +[2025-02-27 00:14:03,971 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6143 +[2025-02-27 00:14:03,999 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.5705 +[2025-02-27 00:14:04,025 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5265 +[2025-02-27 00:14:04,059 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1281 +[2025-02-27 00:14:04,092 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4730 +[2025-02-27 00:14:04,118 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2572 +[2025-02-27 00:14:04,152 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2653 +[2025-02-27 00:14:04,184 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0198 +[2025-02-27 00:14:04,237 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9267 +[2025-02-27 00:14:04,266 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0242 +[2025-02-27 00:14:04,302 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6172 +[2025-02-27 00:14:04,337 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4356 +[2025-02-27 00:14:04,370 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9425 +[2025-02-27 00:14:04,398 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3372 +[2025-02-27 00:14:04,451 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.4861 +[2025-02-27 00:14:04,492 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1913 +[2025-02-27 00:14:04,542 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3664 +[2025-02-27 00:14:04,590 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3772 +[2025-02-27 00:14:04,629 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9836 +[2025-02-27 00:14:04,675 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7157 +[2025-02-27 00:14:04,700 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8432 +[2025-02-27 00:14:04,754 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7241 +[2025-02-27 00:14:04,778 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9245 +[2025-02-27 00:14:06,069 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:14:06,070 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:14:06,070 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:14:06,070 INFO hook.py line 232 3738285] wall : 0.7796 0.9281 +[2025-02-27 00:14:06,070 INFO hook.py line 232 3738285] floor : 0.9551 0.9824 +[2025-02-27 00:14:06,070 INFO hook.py line 232 3738285] cabinet : 0.4369 0.6917 +[2025-02-27 00:14:06,070 INFO hook.py line 232 3738285] bed : 0.6712 0.8099 +[2025-02-27 00:14:06,070 INFO hook.py line 232 3738285] chair : 0.7976 0.8744 +[2025-02-27 00:14:06,070 INFO hook.py line 232 3738285] sofa : 0.6283 0.8391 +[2025-02-27 00:14:06,070 INFO hook.py line 232 3738285] table : 0.5868 0.7219 +[2025-02-27 00:14:06,070 INFO hook.py line 232 3738285] door : 0.4597 0.6546 +[2025-02-27 00:14:06,070 INFO hook.py line 232 3738285] window : 0.4809 0.6408 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] bookshelf : 0.3761 0.3991 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] picture : 0.2975 0.3624 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] counter : 0.3792 0.4238 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] desk : 0.4308 0.6142 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] curtain : 0.4568 0.5126 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] refridgerator : 0.3287 0.3926 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] shower curtain : 0.2608 0.2902 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] toilet : 0.7441 0.8109 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] sink : 0.3984 0.4423 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] bathtub : 0.7539 0.8858 +[2025-02-27 00:14:06,071 INFO hook.py line 232 3738285] otherfurniture : 0.2494 0.3071 +[2025-02-27 00:14:06,071 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:14:06,071 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5236/0.6292/0.8261. +[2025-02-27 00:14:06,072 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:14:06,077 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5236 +[2025-02-27 00:14:06,078 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5236 +[2025-02-27 00:14:06,078 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:14:13,669 INFO misc.py line 135 3738285] Train result: loss: 0.3232 +[2025-02-27 00:14:13,756 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:14:36,829 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9749 +[2025-02-27 00:14:36,882 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6585 +[2025-02-27 00:14:36,928 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4593 +[2025-02-27 00:14:36,984 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6268 +[2025-02-27 00:14:37,033 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7276 +[2025-02-27 00:14:37,095 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5518 +[2025-02-27 00:14:37,151 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.6354 +[2025-02-27 00:14:37,195 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3959 +[2025-02-27 00:14:37,238 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4234 +[2025-02-27 00:14:37,275 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3070 +[2025-02-27 00:14:43,849 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.3657 +[2025-02-27 00:14:44,084 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2797 +[2025-02-27 00:14:44,137 INFO hook.py line 289 3738285] Test: [13/78] Loss 5.0039 +[2025-02-27 00:14:44,189 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.8571 +[2025-02-27 00:14:44,225 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4154 +[2025-02-27 00:14:44,271 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.9868 +[2025-02-27 00:14:44,307 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4960 +[2025-02-27 00:14:44,351 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.0798 +[2025-02-27 00:14:44,402 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9380 +[2025-02-27 00:14:44,436 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.1771 +[2025-02-27 00:14:44,475 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2514 +[2025-02-27 00:14:44,514 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3994 +[2025-02-27 00:14:44,556 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2075 +[2025-02-27 00:14:44,599 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9749 +[2025-02-27 00:14:44,637 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7741 +[2025-02-27 00:14:44,678 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9466 +[2025-02-27 00:14:44,734 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9266 +[2025-02-27 00:14:44,774 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7005 +[2025-02-27 00:14:44,811 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3254 +[2025-02-27 00:14:44,863 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.4927 +[2025-02-27 00:14:44,916 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6210 +[2025-02-27 00:14:44,950 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.5101 +[2025-02-27 00:14:44,999 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5495 +[2025-02-27 00:14:45,040 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1660 +[2025-02-27 00:14:45,077 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.7933 +[2025-02-27 00:14:45,116 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1944 +[2025-02-27 00:14:45,157 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3356 +[2025-02-27 00:14:45,208 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2651 +[2025-02-27 00:14:45,278 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5127 +[2025-02-27 00:14:45,329 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6307 +[2025-02-27 00:14:45,374 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2253 +[2025-02-27 00:14:45,412 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1415 +[2025-02-27 00:14:45,459 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8133 +[2025-02-27 00:14:45,520 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5855 +[2025-02-27 00:14:45,556 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0930 +[2025-02-27 00:14:45,601 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7044 +[2025-02-27 00:14:45,637 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2456 +[2025-02-27 00:14:45,669 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2854 +[2025-02-27 00:14:45,703 INFO hook.py line 289 3738285] Test: [49/78] Loss 3.0439 +[2025-02-27 00:14:45,735 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1340 +[2025-02-27 00:14:45,763 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.7326 +[2025-02-27 00:14:45,794 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.8989 +[2025-02-27 00:14:45,830 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0135 +[2025-02-27 00:14:45,873 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9543 +[2025-02-27 00:14:45,909 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0461 +[2025-02-27 00:14:45,947 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.4682 +[2025-02-27 00:14:45,979 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7034 +[2025-02-27 00:14:46,005 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5289 +[2025-02-27 00:14:46,041 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1841 +[2025-02-27 00:14:46,072 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5029 +[2025-02-27 00:14:46,096 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4716 +[2025-02-27 00:14:46,129 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.4310 +[2025-02-27 00:14:46,164 INFO hook.py line 289 3738285] Test: [63/78] Loss 0.8969 +[2025-02-27 00:14:46,218 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1163 +[2025-02-27 00:14:46,245 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0784 +[2025-02-27 00:14:46,284 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7652 +[2025-02-27 00:14:46,321 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.2545 +[2025-02-27 00:14:46,352 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0847 +[2025-02-27 00:14:46,382 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3357 +[2025-02-27 00:14:46,437 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3413 +[2025-02-27 00:14:46,477 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.7967 +[2025-02-27 00:14:46,526 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3360 +[2025-02-27 00:14:46,573 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3403 +[2025-02-27 00:14:46,631 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9699 +[2025-02-27 00:14:46,682 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8515 +[2025-02-27 00:14:46,710 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8146 +[2025-02-27 00:14:46,763 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4808 +[2025-02-27 00:14:46,789 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1542 +[2025-02-27 00:14:48,282 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:14:48,283 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:14:48,283 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] wall : 0.7697 0.9464 +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] floor : 0.9539 0.9854 +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] cabinet : 0.4451 0.6674 +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] bed : 0.6459 0.8431 +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] chair : 0.8033 0.8570 +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] sofa : 0.6366 0.8536 +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] table : 0.5935 0.7549 +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] door : 0.4567 0.5678 +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] window : 0.4758 0.6103 +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] bookshelf : 0.2476 0.2555 +[2025-02-27 00:14:48,283 INFO hook.py line 232 3738285] picture : 0.2887 0.3504 +[2025-02-27 00:14:48,284 INFO hook.py line 232 3738285] counter : 0.4269 0.5354 +[2025-02-27 00:14:48,284 INFO hook.py line 232 3738285] desk : 0.4236 0.5384 +[2025-02-27 00:14:48,284 INFO hook.py line 232 3738285] curtain : 0.4957 0.5723 +[2025-02-27 00:14:48,284 INFO hook.py line 232 3738285] refridgerator : 0.3432 0.4087 +[2025-02-27 00:14:48,284 INFO hook.py line 232 3738285] shower curtain : 0.2683 0.2984 +[2025-02-27 00:14:48,284 INFO hook.py line 232 3738285] toilet : 0.7712 0.8599 +[2025-02-27 00:14:48,284 INFO hook.py line 232 3738285] sink : 0.4096 0.4538 +[2025-02-27 00:14:48,284 INFO hook.py line 232 3738285] bathtub : 0.7827 0.8825 +[2025-02-27 00:14:48,284 INFO hook.py line 232 3738285] otherfurniture : 0.2548 0.3218 +[2025-02-27 00:14:48,284 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:14:48,284 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5246/0.6281/0.8249. +[2025-02-27 00:14:48,285 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:14:48,289 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5246 +[2025-02-27 00:14:48,289 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5246 +[2025-02-27 00:14:48,289 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:14:57,581 INFO misc.py line 135 3738285] Train result: loss: 0.3189 +[2025-02-27 00:14:57,646 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:15:14,911 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8725 +[2025-02-27 00:15:16,828 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6190 +[2025-02-27 00:15:16,878 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4182 +[2025-02-27 00:15:17,556 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7843 +[2025-02-27 00:15:17,588 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7656 +[2025-02-27 00:15:17,642 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.7767 +[2025-02-27 00:15:17,690 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.7011 +[2025-02-27 00:15:17,721 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3604 +[2025-02-27 00:15:17,774 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3932 +[2025-02-27 00:15:17,822 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2025 +[2025-02-27 00:15:17,871 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2520 +[2025-02-27 00:15:17,906 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1374 +[2025-02-27 00:15:17,960 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.8500 +[2025-02-27 00:15:18,010 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.5111 +[2025-02-27 00:15:18,224 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.2369 +[2025-02-27 00:15:18,760 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.7458 +[2025-02-27 00:15:18,798 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5075 +[2025-02-27 00:15:18,842 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2391 +[2025-02-27 00:15:18,888 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0117 +[2025-02-27 00:15:18,930 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.1165 +[2025-02-27 00:15:18,963 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2432 +[2025-02-27 00:15:19,007 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3757 +[2025-02-27 00:15:19,041 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2933 +[2025-02-27 00:15:19,084 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.0996 +[2025-02-27 00:15:19,131 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7431 +[2025-02-27 00:15:19,187 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0448 +[2025-02-27 00:15:19,235 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8620 +[2025-02-27 00:15:19,281 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5807 +[2025-02-27 00:15:19,318 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2924 +[2025-02-27 00:15:19,373 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5200 +[2025-02-27 00:15:19,432 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6090 +[2025-02-27 00:15:19,476 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.3592 +[2025-02-27 00:15:19,526 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6279 +[2025-02-27 00:15:19,562 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.2576 +[2025-02-27 00:15:19,598 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0690 +[2025-02-27 00:15:19,638 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2660 +[2025-02-27 00:15:19,676 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3360 +[2025-02-27 00:15:19,712 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2181 +[2025-02-27 00:15:19,770 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5395 +[2025-02-27 00:15:19,830 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5914 +[2025-02-27 00:15:19,872 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2285 +[2025-02-27 00:15:19,906 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1212 +[2025-02-27 00:15:19,956 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8853 +[2025-02-27 00:15:20,006 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5634 +[2025-02-27 00:15:20,050 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9806 +[2025-02-27 00:15:20,104 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7678 +[2025-02-27 00:15:20,147 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1788 +[2025-02-27 00:15:20,178 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.3712 +[2025-02-27 00:15:20,209 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.9723 +[2025-02-27 00:15:20,240 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1860 +[2025-02-27 00:15:20,272 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8788 +[2025-02-27 00:15:20,313 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9809 +[2025-02-27 00:15:20,339 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2425 +[2025-02-27 00:15:20,379 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0328 +[2025-02-27 00:15:20,416 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0459 +[2025-02-27 00:15:20,455 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5371 +[2025-02-27 00:15:20,486 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7639 +[2025-02-27 00:15:20,512 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4170 +[2025-02-27 00:15:20,548 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1975 +[2025-02-27 00:15:20,580 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.5882 +[2025-02-27 00:15:20,603 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2656 +[2025-02-27 00:15:20,635 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2834 +[2025-02-27 00:15:20,669 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1050 +[2025-02-27 00:15:20,723 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.2103 +[2025-02-27 00:15:20,750 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1080 +[2025-02-27 00:15:20,790 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.8008 +[2025-02-27 00:15:20,826 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.1826 +[2025-02-27 00:15:20,858 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1031 +[2025-02-27 00:15:20,888 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3616 +[2025-02-27 00:15:20,944 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.4000 +[2025-02-27 00:15:20,985 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.6341 +[2025-02-27 00:15:21,034 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3124 +[2025-02-27 00:15:21,081 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3924 +[2025-02-27 00:15:21,122 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9350 +[2025-02-27 00:15:21,171 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8043 +[2025-02-27 00:15:21,198 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8246 +[2025-02-27 00:15:21,251 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.4384 +[2025-02-27 00:15:21,277 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8488 +[2025-02-27 00:15:22,637 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:15:22,637 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:15:22,637 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:15:22,638 INFO hook.py line 232 3738285] wall : 0.7720 0.9397 +[2025-02-27 00:15:22,638 INFO hook.py line 232 3738285] floor : 0.9541 0.9857 +[2025-02-27 00:15:22,638 INFO hook.py line 232 3738285] cabinet : 0.4385 0.6832 +[2025-02-27 00:15:22,638 INFO hook.py line 232 3738285] bed : 0.6887 0.8261 +[2025-02-27 00:15:22,638 INFO hook.py line 232 3738285] chair : 0.8084 0.8823 +[2025-02-27 00:15:22,638 INFO hook.py line 232 3738285] sofa : 0.6447 0.8097 +[2025-02-27 00:15:22,638 INFO hook.py line 232 3738285] table : 0.5988 0.7898 +[2025-02-27 00:15:22,638 INFO hook.py line 232 3738285] door : 0.4432 0.6257 +[2025-02-27 00:15:22,638 INFO hook.py line 232 3738285] window : 0.4661 0.5873 +[2025-02-27 00:15:22,638 INFO hook.py line 232 3738285] bookshelf : 0.2844 0.2966 +[2025-02-27 00:15:22,639 INFO hook.py line 232 3738285] picture : 0.2952 0.3653 +[2025-02-27 00:15:22,639 INFO hook.py line 232 3738285] counter : 0.4016 0.4804 +[2025-02-27 00:15:22,639 INFO hook.py line 232 3738285] desk : 0.4045 0.4909 +[2025-02-27 00:15:22,639 INFO hook.py line 232 3738285] curtain : 0.4928 0.5498 +[2025-02-27 00:15:22,639 INFO hook.py line 232 3738285] refridgerator : 0.3481 0.4439 +[2025-02-27 00:15:22,639 INFO hook.py line 232 3738285] shower curtain : 0.2582 0.2777 +[2025-02-27 00:15:22,639 INFO hook.py line 232 3738285] toilet : 0.7576 0.8255 +[2025-02-27 00:15:22,639 INFO hook.py line 232 3738285] sink : 0.3936 0.4309 +[2025-02-27 00:15:22,639 INFO hook.py line 232 3738285] bathtub : 0.7466 0.8991 +[2025-02-27 00:15:22,639 INFO hook.py line 232 3738285] otherfurniture : 0.2488 0.2901 +[2025-02-27 00:15:22,639 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:15:22,640 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5223/0.6240/0.8257. +[2025-02-27 00:15:22,641 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:15:22,646 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5246 +[2025-02-27 00:15:22,647 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:15:32,031 INFO misc.py line 135 3738285] Train result: loss: 0.3208 +[2025-02-27 00:15:32,098 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:15:51,479 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.7575 +[2025-02-27 00:15:52,196 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6264 +[2025-02-27 00:15:52,241 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.3582 +[2025-02-27 00:15:52,302 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5969 +[2025-02-27 00:15:52,352 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8015 +[2025-02-27 00:15:52,416 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6751 +[2025-02-27 00:15:52,482 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4921 +[2025-02-27 00:15:52,518 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3269 +[2025-02-27 00:15:52,573 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.2574 +[2025-02-27 00:15:52,618 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3409 +[2025-02-27 00:15:52,672 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2859 +[2025-02-27 00:15:52,712 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0673 +[2025-02-27 00:15:52,758 INFO hook.py line 289 3738285] Test: [13/78] Loss 5.0519 +[2025-02-27 00:15:53,071 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.3649 +[2025-02-27 00:15:53,116 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.1991 +[2025-02-27 00:15:53,284 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.8366 +[2025-02-27 00:15:53,325 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5054 +[2025-02-27 00:15:53,360 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4112 +[2025-02-27 00:15:53,404 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1856 +[2025-02-27 00:15:53,437 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.2326 +[2025-02-27 00:15:53,475 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2782 +[2025-02-27 00:15:53,528 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3811 +[2025-02-27 00:15:53,576 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2942 +[2025-02-27 00:15:53,619 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9723 +[2025-02-27 00:15:53,657 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7039 +[2025-02-27 00:15:53,696 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1179 +[2025-02-27 00:15:53,745 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9514 +[2025-02-27 00:15:53,780 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5588 +[2025-02-27 00:15:53,812 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3267 +[2025-02-27 00:15:53,879 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.5920 +[2025-02-27 00:15:53,933 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5931 +[2025-02-27 00:15:53,966 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4658 +[2025-02-27 00:15:54,016 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6544 +[2025-02-27 00:15:54,059 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1436 +[2025-02-27 00:15:54,095 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.2599 +[2025-02-27 00:15:54,136 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.2073 +[2025-02-27 00:15:54,172 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4029 +[2025-02-27 00:15:54,206 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2411 +[2025-02-27 00:15:54,266 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7917 +[2025-02-27 00:15:54,311 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5829 +[2025-02-27 00:15:54,353 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3338 +[2025-02-27 00:15:54,388 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1600 +[2025-02-27 00:15:54,422 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.7513 +[2025-02-27 00:15:54,475 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6382 +[2025-02-27 00:15:54,510 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.8834 +[2025-02-27 00:15:54,563 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7957 +[2025-02-27 00:15:54,599 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.4254 +[2025-02-27 00:15:54,630 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1010 +[2025-02-27 00:15:54,660 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5412 +[2025-02-27 00:15:54,690 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.9915 +[2025-02-27 00:15:54,717 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0681 +[2025-02-27 00:15:54,749 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0672 +[2025-02-27 00:15:54,776 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.3237 +[2025-02-27 00:15:54,808 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0824 +[2025-02-27 00:15:54,844 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0662 +[2025-02-27 00:15:54,883 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5764 +[2025-02-27 00:15:54,914 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.5769 +[2025-02-27 00:15:54,942 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4650 +[2025-02-27 00:15:54,980 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2322 +[2025-02-27 00:15:55,011 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3911 +[2025-02-27 00:15:55,035 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3612 +[2025-02-27 00:15:55,067 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2617 +[2025-02-27 00:15:55,101 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.2683 +[2025-02-27 00:15:55,154 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.2937 +[2025-02-27 00:15:55,182 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1285 +[2025-02-27 00:15:55,221 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6078 +[2025-02-27 00:15:55,257 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3187 +[2025-02-27 00:15:55,288 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9626 +[2025-02-27 00:15:55,318 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3175 +[2025-02-27 00:15:55,375 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.5917 +[2025-02-27 00:15:55,415 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.4321 +[2025-02-27 00:15:55,464 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.2692 +[2025-02-27 00:15:55,511 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.6326 +[2025-02-27 00:15:55,551 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9866 +[2025-02-27 00:15:55,599 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8500 +[2025-02-27 00:15:55,627 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7294 +[2025-02-27 00:15:55,681 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7141 +[2025-02-27 00:15:55,706 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8765 +[2025-02-27 00:15:57,136 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:15:57,137 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:15:57,137 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] wall : 0.7693 0.9320 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] floor : 0.9550 0.9836 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] cabinet : 0.4331 0.6878 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] bed : 0.6754 0.8104 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] chair : 0.7998 0.8699 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] sofa : 0.6423 0.8469 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] table : 0.6027 0.7288 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] door : 0.4448 0.6599 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] window : 0.4769 0.6391 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] bookshelf : 0.3278 0.3421 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] picture : 0.2964 0.3613 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] counter : 0.3755 0.4235 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] desk : 0.4272 0.6014 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] curtain : 0.4823 0.5210 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] refridgerator : 0.3182 0.3662 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] shower curtain : 0.2884 0.3116 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] toilet : 0.7199 0.7628 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] sink : 0.3850 0.4159 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] bathtub : 0.7277 0.9050 +[2025-02-27 00:15:57,137 INFO hook.py line 232 3738285] otherfurniture : 0.2363 0.2702 +[2025-02-27 00:15:57,137 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:15:57,137 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5192/0.6220/0.8242. +[2025-02-27 00:15:57,138 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:15:57,142 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5246 +[2025-02-27 00:15:57,142 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:16:06,384 INFO misc.py line 135 3738285] Train result: loss: 0.3037 +[2025-02-27 00:16:06,450 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:16:24,988 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8742 +[2025-02-27 00:16:25,797 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5835 +[2025-02-27 00:16:25,846 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5479 +[2025-02-27 00:16:26,442 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5807 +[2025-02-27 00:16:26,475 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7616 +[2025-02-27 00:16:26,528 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6214 +[2025-02-27 00:16:26,575 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5399 +[2025-02-27 00:16:26,606 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3463 +[2025-02-27 00:16:26,657 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.2880 +[2025-02-27 00:16:26,708 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2046 +[2025-02-27 00:16:26,757 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1800 +[2025-02-27 00:16:26,788 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0736 +[2025-02-27 00:16:26,835 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6655 +[2025-02-27 00:16:26,873 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.9947 +[2025-02-27 00:16:26,914 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.0966 +[2025-02-27 00:16:26,958 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.9752 +[2025-02-27 00:16:26,995 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4683 +[2025-02-27 00:16:27,038 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2102 +[2025-02-27 00:16:27,078 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0867 +[2025-02-27 00:16:27,111 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0946 +[2025-02-27 00:16:27,146 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2631 +[2025-02-27 00:16:27,185 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2872 +[2025-02-27 00:16:27,213 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2967 +[2025-02-27 00:16:27,256 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8950 +[2025-02-27 00:16:27,295 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.5955 +[2025-02-27 00:16:27,334 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1335 +[2025-02-27 00:16:27,382 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8293 +[2025-02-27 00:16:27,420 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3894 +[2025-02-27 00:16:27,447 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3074 +[2025-02-27 00:16:27,497 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6266 +[2025-02-27 00:16:27,550 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6073 +[2025-02-27 00:16:27,583 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.2208 +[2025-02-27 00:16:27,632 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6965 +[2025-02-27 00:16:27,679 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.2511 +[2025-02-27 00:16:27,715 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.2174 +[2025-02-27 00:16:27,756 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1897 +[2025-02-27 00:16:27,792 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4460 +[2025-02-27 00:16:27,834 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2582 +[2025-02-27 00:16:27,893 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7258 +[2025-02-27 00:16:27,945 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5617 +[2025-02-27 00:16:27,992 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2618 +[2025-02-27 00:16:28,023 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1248 +[2025-02-27 00:16:28,056 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8586 +[2025-02-27 00:16:28,119 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5430 +[2025-02-27 00:16:28,149 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9243 +[2025-02-27 00:16:28,199 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7320 +[2025-02-27 00:16:28,234 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0316 +[2025-02-27 00:16:28,265 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.0509 +[2025-02-27 00:16:28,297 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.3746 +[2025-02-27 00:16:28,327 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.9856 +[2025-02-27 00:16:28,354 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.1034 +[2025-02-27 00:16:28,386 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9881 +[2025-02-27 00:16:28,412 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.3078 +[2025-02-27 00:16:28,447 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.2204 +[2025-02-27 00:16:28,484 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0518 +[2025-02-27 00:16:28,522 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6304 +[2025-02-27 00:16:28,555 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6443 +[2025-02-27 00:16:28,582 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4986 +[2025-02-27 00:16:28,624 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1713 +[2025-02-27 00:16:28,657 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3510 +[2025-02-27 00:16:28,682 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3278 +[2025-02-27 00:16:28,714 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3164 +[2025-02-27 00:16:28,751 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1256 +[2025-02-27 00:16:28,806 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1138 +[2025-02-27 00:16:28,833 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0638 +[2025-02-27 00:16:28,873 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6720 +[2025-02-27 00:16:28,911 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.2524 +[2025-02-27 00:16:28,946 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9457 +[2025-02-27 00:16:28,977 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.2879 +[2025-02-27 00:16:29,033 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3033 +[2025-02-27 00:16:29,073 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2694 +[2025-02-27 00:16:29,123 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3411 +[2025-02-27 00:16:29,170 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.5961 +[2025-02-27 00:16:29,211 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1065 +[2025-02-27 00:16:29,261 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8892 +[2025-02-27 00:16:29,289 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7400 +[2025-02-27 00:16:29,343 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6012 +[2025-02-27 00:16:29,369 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1168 +[2025-02-27 00:16:30,914 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:16:30,915 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:16:30,915 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:16:30,915 INFO hook.py line 232 3738285] wall : 0.7783 0.9369 +[2025-02-27 00:16:30,915 INFO hook.py line 232 3738285] floor : 0.9553 0.9851 +[2025-02-27 00:16:30,915 INFO hook.py line 232 3738285] cabinet : 0.4356 0.6780 +[2025-02-27 00:16:30,915 INFO hook.py line 232 3738285] bed : 0.6574 0.8311 +[2025-02-27 00:16:30,915 INFO hook.py line 232 3738285] chair : 0.7955 0.8466 +[2025-02-27 00:16:30,915 INFO hook.py line 232 3738285] sofa : 0.6269 0.8806 +[2025-02-27 00:16:30,915 INFO hook.py line 232 3738285] table : 0.6083 0.7641 +[2025-02-27 00:16:30,915 INFO hook.py line 232 3738285] door : 0.4440 0.6132 +[2025-02-27 00:16:30,915 INFO hook.py line 232 3738285] window : 0.4885 0.6346 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] bookshelf : 0.4044 0.4289 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] picture : 0.2946 0.3594 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] counter : 0.4072 0.4757 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] desk : 0.4240 0.5846 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] curtain : 0.4487 0.4903 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] refridgerator : 0.3507 0.4105 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] shower curtain : 0.2697 0.2924 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] toilet : 0.7132 0.7471 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] sink : 0.3861 0.4162 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] bathtub : 0.6745 0.9159 +[2025-02-27 00:16:30,916 INFO hook.py line 232 3738285] otherfurniture : 0.2369 0.2803 +[2025-02-27 00:16:30,916 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:16:30,916 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5200/0.6286/0.8270. +[2025-02-27 00:16:30,916 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:16:30,922 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5246 +[2025-02-27 00:16:30,924 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:16:39,855 INFO misc.py line 135 3738285] Train result: loss: 0.3039 +[2025-02-27 00:16:39,946 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:16:59,842 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9395 +[2025-02-27 00:17:00,369 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5527 +[2025-02-27 00:17:00,404 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5237 +[2025-02-27 00:17:00,455 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5720 +[2025-02-27 00:17:00,489 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7753 +[2025-02-27 00:17:00,552 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5878 +[2025-02-27 00:17:00,607 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4243 +[2025-02-27 00:17:00,643 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3412 +[2025-02-27 00:17:00,694 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3134 +[2025-02-27 00:17:00,737 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2010 +[2025-02-27 00:17:00,794 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1960 +[2025-02-27 00:17:00,828 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0687 +[2025-02-27 00:17:00,876 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5433 +[2025-02-27 00:17:00,919 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.7082 +[2025-02-27 00:17:00,955 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.2158 +[2025-02-27 00:17:01,001 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.7879 +[2025-02-27 00:17:01,036 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5116 +[2025-02-27 00:17:01,067 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2523 +[2025-02-27 00:17:01,104 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0850 +[2025-02-27 00:17:01,135 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0527 +[2025-02-27 00:17:01,167 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2776 +[2025-02-27 00:17:01,203 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3003 +[2025-02-27 00:17:01,230 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1911 +[2025-02-27 00:17:01,276 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9003 +[2025-02-27 00:17:01,312 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.5844 +[2025-02-27 00:17:01,351 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0184 +[2025-02-27 00:17:01,399 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0078 +[2025-02-27 00:17:01,431 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.3681 +[2025-02-27 00:17:01,460 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2887 +[2025-02-27 00:17:01,510 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6047 +[2025-02-27 00:17:01,562 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5623 +[2025-02-27 00:17:01,594 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.2943 +[2025-02-27 00:17:01,642 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6234 +[2025-02-27 00:17:01,677 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.2203 +[2025-02-27 00:17:01,711 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0771 +[2025-02-27 00:17:01,749 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1482 +[2025-02-27 00:17:01,785 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3397 +[2025-02-27 00:17:01,811 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2433 +[2025-02-27 00:17:01,868 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.7093 +[2025-02-27 00:17:01,911 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4597 +[2025-02-27 00:17:01,951 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2224 +[2025-02-27 00:17:01,980 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1467 +[2025-02-27 00:17:02,012 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8811 +[2025-02-27 00:17:02,067 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5528 +[2025-02-27 00:17:02,101 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9776 +[2025-02-27 00:17:02,146 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7208 +[2025-02-27 00:17:02,180 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2742 +[2025-02-27 00:17:02,209 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1033 +[2025-02-27 00:17:02,241 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.3967 +[2025-02-27 00:17:02,268 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.8803 +[2025-02-27 00:17:02,294 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.1333 +[2025-02-27 00:17:02,323 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9443 +[2025-02-27 00:17:02,346 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2219 +[2025-02-27 00:17:02,377 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0774 +[2025-02-27 00:17:02,411 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0525 +[2025-02-27 00:17:02,447 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.6310 +[2025-02-27 00:17:02,475 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6299 +[2025-02-27 00:17:02,498 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4468 +[2025-02-27 00:17:02,533 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2107 +[2025-02-27 00:17:02,562 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3586 +[2025-02-27 00:17:02,582 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.2233 +[2025-02-27 00:17:02,613 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3081 +[2025-02-27 00:17:02,644 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0525 +[2025-02-27 00:17:02,696 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0031 +[2025-02-27 00:17:02,720 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1215 +[2025-02-27 00:17:02,757 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6626 +[2025-02-27 00:17:02,791 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.2979 +[2025-02-27 00:17:02,819 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9567 +[2025-02-27 00:17:02,846 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3152 +[2025-02-27 00:17:02,899 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3171 +[2025-02-27 00:17:02,937 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1470 +[2025-02-27 00:17:02,985 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3451 +[2025-02-27 00:17:03,030 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4108 +[2025-02-27 00:17:03,067 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0436 +[2025-02-27 00:17:03,114 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8367 +[2025-02-27 00:17:03,139 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8024 +[2025-02-27 00:17:03,190 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5916 +[2025-02-27 00:17:03,213 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.1925 +[2025-02-27 00:17:04,345 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:17:04,345 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:17:04,345 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:17:04,345 INFO hook.py line 232 3738285] wall : 0.7826 0.9363 +[2025-02-27 00:17:04,345 INFO hook.py line 232 3738285] floor : 0.9557 0.9848 +[2025-02-27 00:17:04,345 INFO hook.py line 232 3738285] cabinet : 0.4341 0.6877 +[2025-02-27 00:17:04,345 INFO hook.py line 232 3738285] bed : 0.6563 0.8199 +[2025-02-27 00:17:04,345 INFO hook.py line 232 3738285] chair : 0.8017 0.8539 +[2025-02-27 00:17:04,345 INFO hook.py line 232 3738285] sofa : 0.6242 0.8922 +[2025-02-27 00:17:04,345 INFO hook.py line 232 3738285] table : 0.6039 0.7329 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] door : 0.4572 0.6350 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] window : 0.4860 0.6296 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] bookshelf : 0.4139 0.4416 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] picture : 0.3041 0.3754 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] counter : 0.4164 0.5063 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] desk : 0.4264 0.6056 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] curtain : 0.4472 0.4884 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] refridgerator : 0.3604 0.4366 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] shower curtain : 0.2487 0.2649 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] toilet : 0.7588 0.8195 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] sink : 0.3823 0.4132 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] bathtub : 0.7458 0.8930 +[2025-02-27 00:17:04,346 INFO hook.py line 232 3738285] otherfurniture : 0.2394 0.2832 +[2025-02-27 00:17:04,346 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:17:04,346 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5273/0.6350/0.8284. +[2025-02-27 00:17:04,347 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:17:04,351 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5273 +[2025-02-27 00:17:04,351 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5273 +[2025-02-27 00:17:04,351 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:17:12,269 INFO misc.py line 135 3738285] Train result: loss: 0.3128 +[2025-02-27 00:17:12,336 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:17:30,991 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8923 +[2025-02-27 00:17:31,743 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5456 +[2025-02-27 00:17:31,785 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.3853 +[2025-02-27 00:17:31,844 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5467 +[2025-02-27 00:17:32,074 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7457 +[2025-02-27 00:17:32,130 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6667 +[2025-02-27 00:17:32,187 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4678 +[2025-02-27 00:17:32,224 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3556 +[2025-02-27 00:17:32,281 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3017 +[2025-02-27 00:17:32,630 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.4484 +[2025-02-27 00:17:32,675 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2428 +[2025-02-27 00:17:32,721 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1083 +[2025-02-27 00:17:32,766 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6084 +[2025-02-27 00:17:32,814 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0393 +[2025-02-27 00:17:32,857 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.0861 +[2025-02-27 00:17:33,103 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.4447 +[2025-02-27 00:17:33,140 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.4714 +[2025-02-27 00:17:33,194 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2966 +[2025-02-27 00:17:33,238 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0591 +[2025-02-27 00:17:33,277 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0011 +[2025-02-27 00:17:33,314 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2976 +[2025-02-27 00:17:33,351 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2861 +[2025-02-27 00:17:33,388 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2179 +[2025-02-27 00:17:33,439 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9705 +[2025-02-27 00:17:33,485 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.5572 +[2025-02-27 00:17:33,536 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9933 +[2025-02-27 00:17:33,593 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8842 +[2025-02-27 00:17:33,631 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5293 +[2025-02-27 00:17:33,668 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2803 +[2025-02-27 00:17:33,721 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6761 +[2025-02-27 00:17:33,776 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.5856 +[2025-02-27 00:17:33,820 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.3569 +[2025-02-27 00:17:33,869 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5551 +[2025-02-27 00:17:33,904 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0673 +[2025-02-27 00:17:33,938 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.8902 +[2025-02-27 00:17:33,979 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1880 +[2025-02-27 00:17:34,016 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3972 +[2025-02-27 00:17:34,051 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2437 +[2025-02-27 00:17:34,110 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6755 +[2025-02-27 00:17:34,159 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.3668 +[2025-02-27 00:17:34,207 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3885 +[2025-02-27 00:17:34,249 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1673 +[2025-02-27 00:17:34,285 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8446 +[2025-02-27 00:17:34,347 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5644 +[2025-02-27 00:17:34,381 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9554 +[2025-02-27 00:17:34,437 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6207 +[2025-02-27 00:17:34,479 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2634 +[2025-02-27 00:17:34,510 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1938 +[2025-02-27 00:17:34,540 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6139 +[2025-02-27 00:17:34,570 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.8778 +[2025-02-27 00:17:34,597 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.1332 +[2025-02-27 00:17:34,629 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0020 +[2025-02-27 00:17:34,652 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0020 +[2025-02-27 00:17:34,684 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.1123 +[2025-02-27 00:17:34,718 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0491 +[2025-02-27 00:17:34,755 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5417 +[2025-02-27 00:17:34,784 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6819 +[2025-02-27 00:17:34,809 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4645 +[2025-02-27 00:17:34,846 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.3013 +[2025-02-27 00:17:34,875 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3193 +[2025-02-27 00:17:34,898 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3512 +[2025-02-27 00:17:34,928 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2662 +[2025-02-27 00:17:34,961 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0042 +[2025-02-27 00:17:35,014 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1132 +[2025-02-27 00:17:35,040 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0699 +[2025-02-27 00:17:35,079 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6951 +[2025-02-27 00:17:35,114 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3419 +[2025-02-27 00:17:35,144 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.8825 +[2025-02-27 00:17:35,171 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3263 +[2025-02-27 00:17:35,225 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3570 +[2025-02-27 00:17:35,264 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3526 +[2025-02-27 00:17:35,311 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3434 +[2025-02-27 00:17:35,356 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.5048 +[2025-02-27 00:17:35,395 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1206 +[2025-02-27 00:17:35,442 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.8040 +[2025-02-27 00:17:35,468 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8565 +[2025-02-27 00:17:35,520 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7452 +[2025-02-27 00:17:35,544 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2077 +[2025-02-27 00:17:36,767 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:17:36,767 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:17:36,767 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] wall : 0.7729 0.9247 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] floor : 0.9549 0.9851 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] cabinet : 0.4304 0.6746 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] bed : 0.6254 0.8349 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] chair : 0.8047 0.8622 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] sofa : 0.6355 0.8742 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] table : 0.6047 0.7321 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] door : 0.4512 0.6734 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] window : 0.4786 0.6270 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] bookshelf : 0.3319 0.3446 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] picture : 0.3103 0.3974 +[2025-02-27 00:17:36,767 INFO hook.py line 232 3738285] counter : 0.3950 0.4997 +[2025-02-27 00:17:36,768 INFO hook.py line 232 3738285] desk : 0.4240 0.5779 +[2025-02-27 00:17:36,768 INFO hook.py line 232 3738285] curtain : 0.4639 0.5159 +[2025-02-27 00:17:36,768 INFO hook.py line 232 3738285] refridgerator : 0.3565 0.4254 +[2025-02-27 00:17:36,768 INFO hook.py line 232 3738285] shower curtain : 0.2574 0.2735 +[2025-02-27 00:17:36,768 INFO hook.py line 232 3738285] toilet : 0.7791 0.8586 +[2025-02-27 00:17:36,768 INFO hook.py line 232 3738285] sink : 0.3878 0.4344 +[2025-02-27 00:17:36,768 INFO hook.py line 232 3738285] bathtub : 0.7894 0.8904 +[2025-02-27 00:17:36,768 INFO hook.py line 232 3738285] otherfurniture : 0.2378 0.2792 +[2025-02-27 00:17:36,768 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:17:36,768 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5246/0.6343/0.8239. +[2025-02-27 00:17:36,768 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:17:36,772 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5273 +[2025-02-27 00:17:36,772 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:17:43,934 INFO misc.py line 135 3738285] Train result: loss: 0.3217 +[2025-02-27 00:17:44,020 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:18:08,570 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8013 +[2025-02-27 00:18:08,714 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5865 +[2025-02-27 00:18:08,764 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4579 +[2025-02-27 00:18:08,829 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.5981 +[2025-02-27 00:18:08,879 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7576 +[2025-02-27 00:18:08,944 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6292 +[2025-02-27 00:18:08,999 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4380 +[2025-02-27 00:18:09,038 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3853 +[2025-02-27 00:18:09,093 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.2783 +[2025-02-27 00:18:09,149 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2745 +[2025-02-27 00:18:09,201 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1681 +[2025-02-27 00:18:15,390 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1316 +[2025-02-27 00:18:16,398 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6464 +[2025-02-27 00:18:16,467 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.8622 +[2025-02-27 00:18:16,511 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.0735 +[2025-02-27 00:18:16,560 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.4868 +[2025-02-27 00:18:16,596 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5485 +[2025-02-27 00:18:16,633 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2769 +[2025-02-27 00:18:16,674 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1820 +[2025-02-27 00:18:16,706 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0219 +[2025-02-27 00:18:16,740 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2995 +[2025-02-27 00:18:16,778 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4156 +[2025-02-27 00:18:16,807 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1138 +[2025-02-27 00:18:16,851 INFO hook.py line 289 3738285] Test: [24/78] Loss 1.0225 +[2025-02-27 00:18:16,890 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7080 +[2025-02-27 00:18:16,936 INFO hook.py line 289 3738285] Test: [26/78] Loss 0.9772 +[2025-02-27 00:18:16,985 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0192 +[2025-02-27 00:18:17,018 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.4319 +[2025-02-27 00:18:17,049 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2887 +[2025-02-27 00:18:17,102 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6474 +[2025-02-27 00:18:17,158 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6596 +[2025-02-27 00:18:17,206 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.1966 +[2025-02-27 00:18:17,255 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6105 +[2025-02-27 00:18:17,292 INFO hook.py line 289 3738285] Test: [34/78] Loss 0.9764 +[2025-02-27 00:18:17,330 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9664 +[2025-02-27 00:18:17,378 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0887 +[2025-02-27 00:18:17,415 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4140 +[2025-02-27 00:18:17,447 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2204 +[2025-02-27 00:18:17,505 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.8172 +[2025-02-27 00:18:17,552 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.4937 +[2025-02-27 00:18:17,599 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3753 +[2025-02-27 00:18:17,626 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1688 +[2025-02-27 00:18:17,662 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.7285 +[2025-02-27 00:18:17,714 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5883 +[2025-02-27 00:18:17,762 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9968 +[2025-02-27 00:18:17,806 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6981 +[2025-02-27 00:18:17,845 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.2274 +[2025-02-27 00:18:17,878 INFO hook.py line 289 3738285] Test: [48/78] Loss 0.9971 +[2025-02-27 00:18:17,911 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.3503 +[2025-02-27 00:18:17,943 INFO hook.py line 289 3738285] Test: [50/78] Loss 0.8218 +[2025-02-27 00:18:17,972 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0839 +[2025-02-27 00:18:18,005 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9779 +[2025-02-27 00:18:18,032 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0265 +[2025-02-27 00:18:18,066 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9668 +[2025-02-27 00:18:18,103 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0456 +[2025-02-27 00:18:18,141 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5344 +[2025-02-27 00:18:18,173 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6743 +[2025-02-27 00:18:18,200 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5334 +[2025-02-27 00:18:18,237 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2506 +[2025-02-27 00:18:18,270 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3040 +[2025-02-27 00:18:18,296 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.1568 +[2025-02-27 00:18:18,327 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2485 +[2025-02-27 00:18:18,362 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1433 +[2025-02-27 00:18:18,416 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9838 +[2025-02-27 00:18:18,444 INFO hook.py line 289 3738285] Test: [65/78] Loss 0.9990 +[2025-02-27 00:18:18,483 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7229 +[2025-02-27 00:18:18,519 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.1486 +[2025-02-27 00:18:18,551 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.8603 +[2025-02-27 00:18:18,579 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3067 +[2025-02-27 00:18:18,634 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.3174 +[2025-02-27 00:18:18,674 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1436 +[2025-02-27 00:18:18,723 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3991 +[2025-02-27 00:18:18,770 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.5941 +[2025-02-27 00:18:18,811 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0016 +[2025-02-27 00:18:18,862 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7934 +[2025-02-27 00:18:18,899 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.7755 +[2025-02-27 00:18:18,953 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7979 +[2025-02-27 00:18:18,979 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.2547 +[2025-02-27 00:18:20,678 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:18:20,679 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:18:20,679 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:18:20,679 INFO hook.py line 232 3738285] wall : 0.7769 0.9269 +[2025-02-27 00:18:20,679 INFO hook.py line 232 3738285] floor : 0.9561 0.9839 +[2025-02-27 00:18:20,679 INFO hook.py line 232 3738285] cabinet : 0.4405 0.6845 +[2025-02-27 00:18:20,679 INFO hook.py line 232 3738285] bed : 0.6551 0.8193 +[2025-02-27 00:18:20,680 INFO hook.py line 232 3738285] chair : 0.7962 0.8619 +[2025-02-27 00:18:20,680 INFO hook.py line 232 3738285] sofa : 0.6283 0.8927 +[2025-02-27 00:18:20,680 INFO hook.py line 232 3738285] table : 0.5972 0.7023 +[2025-02-27 00:18:20,681 INFO hook.py line 232 3738285] door : 0.4470 0.6572 +[2025-02-27 00:18:20,689 INFO hook.py line 232 3738285] window : 0.4782 0.6254 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] bookshelf : 0.4156 0.4493 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] picture : 0.2990 0.3620 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] counter : 0.3931 0.5045 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] desk : 0.4314 0.6074 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] curtain : 0.4728 0.5546 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] refridgerator : 0.3659 0.5026 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] shower curtain : 0.2852 0.3100 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] toilet : 0.7655 0.8158 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] sink : 0.3731 0.3987 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] bathtub : 0.7613 0.9066 +[2025-02-27 00:18:20,690 INFO hook.py line 232 3738285] otherfurniture : 0.2284 0.2614 +[2025-02-27 00:18:20,691 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:18:20,691 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5283/0.6413/0.8263. +[2025-02-27 00:18:20,691 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:18:20,695 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5283 +[2025-02-27 00:18:20,697 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5283 +[2025-02-27 00:18:20,697 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:18:30,719 INFO misc.py line 135 3738285] Train result: loss: 0.2785 +[2025-02-27 00:18:30,786 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:18:51,038 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9241 +[2025-02-27 00:18:51,076 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5742 +[2025-02-27 00:18:51,108 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5926 +[2025-02-27 00:18:51,157 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6147 +[2025-02-27 00:18:51,202 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7608 +[2025-02-27 00:18:51,256 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5770 +[2025-02-27 00:18:51,302 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4537 +[2025-02-27 00:18:51,335 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3676 +[2025-02-27 00:18:51,379 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3514 +[2025-02-27 00:18:51,413 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2171 +[2025-02-27 00:18:51,464 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2526 +[2025-02-27 00:18:51,496 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9433 +[2025-02-27 00:18:51,541 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5048 +[2025-02-27 00:18:51,588 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0717 +[2025-02-27 00:18:51,622 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.2830 +[2025-02-27 00:18:51,671 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.3655 +[2025-02-27 00:18:51,708 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6040 +[2025-02-27 00:18:51,748 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2904 +[2025-02-27 00:18:51,794 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0702 +[2025-02-27 00:18:51,836 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.1122 +[2025-02-27 00:18:51,880 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2644 +[2025-02-27 00:18:51,917 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2897 +[2025-02-27 00:18:51,944 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1745 +[2025-02-27 00:18:51,986 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9015 +[2025-02-27 00:18:52,025 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8584 +[2025-02-27 00:18:52,064 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0834 +[2025-02-27 00:18:52,112 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0125 +[2025-02-27 00:18:52,153 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5581 +[2025-02-27 00:18:52,189 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2868 +[2025-02-27 00:18:52,242 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6309 +[2025-02-27 00:18:52,295 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7257 +[2025-02-27 00:18:52,337 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.3862 +[2025-02-27 00:18:52,386 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5533 +[2025-02-27 00:18:52,423 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1619 +[2025-02-27 00:18:52,458 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9476 +[2025-02-27 00:18:52,504 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.0705 +[2025-02-27 00:18:52,539 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.5477 +[2025-02-27 00:18:52,583 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2284 +[2025-02-27 00:18:52,641 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6436 +[2025-02-27 00:18:52,683 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6481 +[2025-02-27 00:18:52,723 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.1979 +[2025-02-27 00:18:52,750 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1483 +[2025-02-27 00:18:52,784 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9094 +[2025-02-27 00:18:52,846 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5641 +[2025-02-27 00:18:52,878 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9935 +[2025-02-27 00:18:52,926 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6690 +[2025-02-27 00:18:52,962 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1239 +[2025-02-27 00:18:52,994 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1758 +[2025-02-27 00:18:53,026 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5530 +[2025-02-27 00:18:53,056 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2968 +[2025-02-27 00:18:53,085 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.2438 +[2025-02-27 00:18:53,116 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0080 +[2025-02-27 00:18:53,141 INFO hook.py line 289 3738285] Test: [53/78] Loss 0.9828 +[2025-02-27 00:18:53,174 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9457 +[2025-02-27 00:18:53,210 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0451 +[2025-02-27 00:18:53,248 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5211 +[2025-02-27 00:18:53,281 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.7105 +[2025-02-27 00:18:53,309 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4906 +[2025-02-27 00:18:53,346 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2137 +[2025-02-27 00:18:53,380 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4064 +[2025-02-27 00:18:53,406 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.3687 +[2025-02-27 00:18:53,439 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2841 +[2025-02-27 00:18:53,474 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1456 +[2025-02-27 00:18:53,527 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9896 +[2025-02-27 00:18:53,555 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1841 +[2025-02-27 00:18:53,596 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7720 +[2025-02-27 00:18:53,634 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4008 +[2025-02-27 00:18:53,667 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0311 +[2025-02-27 00:18:53,697 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3243 +[2025-02-27 00:18:53,752 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2932 +[2025-02-27 00:18:53,793 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2069 +[2025-02-27 00:18:53,842 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3670 +[2025-02-27 00:18:53,888 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.2471 +[2025-02-27 00:18:53,929 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9631 +[2025-02-27 00:18:53,977 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7581 +[2025-02-27 00:18:54,006 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8240 +[2025-02-27 00:18:54,059 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5294 +[2025-02-27 00:18:54,085 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9859 +[2025-02-27 00:18:55,574 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:18:55,574 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:18:55,574 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:18:55,574 INFO hook.py line 232 3738285] wall : 0.7759 0.9433 +[2025-02-27 00:18:55,574 INFO hook.py line 232 3738285] floor : 0.9559 0.9851 +[2025-02-27 00:18:55,574 INFO hook.py line 232 3738285] cabinet : 0.4428 0.6915 +[2025-02-27 00:18:55,574 INFO hook.py line 232 3738285] bed : 0.6458 0.8289 +[2025-02-27 00:18:55,574 INFO hook.py line 232 3738285] chair : 0.8053 0.8658 +[2025-02-27 00:18:55,574 INFO hook.py line 232 3738285] sofa : 0.6386 0.8734 +[2025-02-27 00:18:55,574 INFO hook.py line 232 3738285] table : 0.6115 0.7375 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] door : 0.4586 0.6139 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] window : 0.4748 0.5870 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] bookshelf : 0.3715 0.3909 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] picture : 0.2747 0.3148 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] counter : 0.4049 0.4894 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] desk : 0.4382 0.6248 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] curtain : 0.4304 0.4694 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] refridgerator : 0.3732 0.4937 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] shower curtain : 0.2226 0.2349 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] toilet : 0.7493 0.7972 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] sink : 0.4003 0.4393 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] bathtub : 0.7777 0.8996 +[2025-02-27 00:18:55,575 INFO hook.py line 232 3738285] otherfurniture : 0.2423 0.2865 +[2025-02-27 00:18:55,575 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:18:55,575 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5247/0.6284/0.8280. +[2025-02-27 00:18:55,575 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:18:55,578 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5283 +[2025-02-27 00:18:55,578 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:19:04,038 INFO misc.py line 135 3738285] Train result: loss: 0.3178 +[2025-02-27 00:19:04,122 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:19:23,358 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9082 +[2025-02-27 00:19:23,414 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6095 +[2025-02-27 00:19:24,199 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5478 +[2025-02-27 00:19:24,249 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6064 +[2025-02-27 00:19:24,297 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7584 +[2025-02-27 00:19:24,348 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5123 +[2025-02-27 00:19:24,396 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4519 +[2025-02-27 00:19:24,421 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3687 +[2025-02-27 00:19:24,471 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3811 +[2025-02-27 00:19:24,515 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2064 +[2025-02-27 00:19:24,562 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.3273 +[2025-02-27 00:19:24,597 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0219 +[2025-02-27 00:19:24,642 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.7496 +[2025-02-27 00:19:24,690 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.2726 +[2025-02-27 00:19:24,726 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.2686 +[2025-02-27 00:19:24,774 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5394 +[2025-02-27 00:19:24,810 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5527 +[2025-02-27 00:19:24,844 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2377 +[2025-02-27 00:19:24,886 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.1158 +[2025-02-27 00:19:24,926 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.1593 +[2025-02-27 00:19:24,967 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2579 +[2025-02-27 00:19:25,009 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3797 +[2025-02-27 00:19:25,038 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1828 +[2025-02-27 00:19:25,084 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8676 +[2025-02-27 00:19:25,124 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8375 +[2025-02-27 00:19:25,168 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0768 +[2025-02-27 00:19:25,217 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8553 +[2025-02-27 00:19:25,255 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7045 +[2025-02-27 00:19:25,290 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2849 +[2025-02-27 00:19:25,348 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6636 +[2025-02-27 00:19:25,407 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6970 +[2025-02-27 00:19:25,445 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.7416 +[2025-02-27 00:19:25,500 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5612 +[2025-02-27 00:19:25,551 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.2484 +[2025-02-27 00:19:25,588 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9914 +[2025-02-27 00:19:25,636 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1802 +[2025-02-27 00:19:25,683 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4877 +[2025-02-27 00:19:25,711 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2432 +[2025-02-27 00:19:25,768 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6473 +[2025-02-27 00:19:25,815 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6062 +[2025-02-27 00:19:25,856 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2310 +[2025-02-27 00:19:25,897 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1250 +[2025-02-27 00:19:25,940 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8635 +[2025-02-27 00:19:25,991 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.6093 +[2025-02-27 00:19:26,022 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0193 +[2025-02-27 00:19:26,074 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.6868 +[2025-02-27 00:19:26,111 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0828 +[2025-02-27 00:19:26,142 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2841 +[2025-02-27 00:19:26,173 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.7167 +[2025-02-27 00:19:26,205 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1679 +[2025-02-27 00:19:26,233 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.1907 +[2025-02-27 00:19:26,265 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9726 +[2025-02-27 00:19:26,290 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.0822 +[2025-02-27 00:19:26,325 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9603 +[2025-02-27 00:19:26,361 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0450 +[2025-02-27 00:19:26,398 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.4942 +[2025-02-27 00:19:26,430 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6932 +[2025-02-27 00:19:26,456 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4894 +[2025-02-27 00:19:26,493 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2285 +[2025-02-27 00:19:26,525 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4045 +[2025-02-27 00:19:26,547 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5540 +[2025-02-27 00:19:26,579 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3261 +[2025-02-27 00:19:26,612 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1710 +[2025-02-27 00:19:26,665 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1849 +[2025-02-27 00:19:26,692 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.2265 +[2025-02-27 00:19:26,733 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.7142 +[2025-02-27 00:19:26,771 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4363 +[2025-02-27 00:19:26,805 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9383 +[2025-02-27 00:19:26,842 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3372 +[2025-02-27 00:19:26,909 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2881 +[2025-02-27 00:19:26,949 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.5726 +[2025-02-27 00:19:26,998 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3564 +[2025-02-27 00:19:27,045 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.2857 +[2025-02-27 00:19:27,085 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9460 +[2025-02-27 00:19:27,134 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7613 +[2025-02-27 00:19:27,165 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8241 +[2025-02-27 00:19:27,220 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6490 +[2025-02-27 00:19:27,250 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9586 +[2025-02-27 00:19:28,685 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:19:28,685 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:19:28,685 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:19:28,685 INFO hook.py line 232 3738285] wall : 0.7746 0.9383 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] floor : 0.9549 0.9833 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] cabinet : 0.4333 0.7033 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] bed : 0.6299 0.8229 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] chair : 0.8058 0.8665 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] sofa : 0.6353 0.8525 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] table : 0.6096 0.7565 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] door : 0.4639 0.6339 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] window : 0.4799 0.6162 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] bookshelf : 0.2784 0.2874 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] picture : 0.2973 0.3582 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] counter : 0.4156 0.5127 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] desk : 0.4273 0.5910 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] curtain : 0.4386 0.4814 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] refridgerator : 0.3429 0.3996 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] shower curtain : 0.2501 0.2694 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] toilet : 0.7488 0.7945 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] sink : 0.3892 0.4178 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] bathtub : 0.7857 0.8899 +[2025-02-27 00:19:28,686 INFO hook.py line 232 3738285] otherfurniture : 0.2415 0.2845 +[2025-02-27 00:19:28,686 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:19:28,686 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5201/0.6230/0.8249. +[2025-02-27 00:19:28,686 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:19:28,690 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5283 +[2025-02-27 00:19:28,690 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:19:38,285 INFO misc.py line 135 3738285] Train result: loss: 0.2843 +[2025-02-27 00:19:38,366 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:19:56,508 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0022 +[2025-02-27 00:19:57,632 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5737 +[2025-02-27 00:19:57,944 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5970 +[2025-02-27 00:19:58,012 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6053 +[2025-02-27 00:19:58,782 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.8148 +[2025-02-27 00:19:58,837 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.3382 +[2025-02-27 00:19:58,884 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4457 +[2025-02-27 00:19:58,911 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.4058 +[2025-02-27 00:19:58,954 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4193 +[2025-02-27 00:19:58,997 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1836 +[2025-02-27 00:19:59,042 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.3703 +[2025-02-27 00:19:59,081 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0005 +[2025-02-27 00:19:59,127 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.7145 +[2025-02-27 00:19:59,169 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.1259 +[2025-02-27 00:19:59,206 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3690 +[2025-02-27 00:19:59,253 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6367 +[2025-02-27 00:19:59,290 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6101 +[2025-02-27 00:19:59,325 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2189 +[2025-02-27 00:19:59,370 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0531 +[2025-02-27 00:19:59,407 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0846 +[2025-02-27 00:19:59,442 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2537 +[2025-02-27 00:19:59,480 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4014 +[2025-02-27 00:19:59,515 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.0417 +[2025-02-27 00:19:59,570 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.7870 +[2025-02-27 00:19:59,608 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8230 +[2025-02-27 00:19:59,664 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0838 +[2025-02-27 00:19:59,713 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9269 +[2025-02-27 00:19:59,757 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5908 +[2025-02-27 00:19:59,796 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3070 +[2025-02-27 00:19:59,851 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6569 +[2025-02-27 00:19:59,905 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7345 +[2025-02-27 00:19:59,938 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.7810 +[2025-02-27 00:19:59,987 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5797 +[2025-02-27 00:20:00,024 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.2714 +[2025-02-27 00:20:00,063 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0059 +[2025-02-27 00:20:00,102 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1483 +[2025-02-27 00:20:00,139 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4481 +[2025-02-27 00:20:00,170 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2268 +[2025-02-27 00:20:00,229 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6287 +[2025-02-27 00:20:00,272 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6106 +[2025-02-27 00:20:00,313 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3792 +[2025-02-27 00:20:00,341 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.0955 +[2025-02-27 00:20:00,374 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8807 +[2025-02-27 00:20:00,430 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5853 +[2025-02-27 00:20:00,479 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0106 +[2025-02-27 00:20:00,535 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7444 +[2025-02-27 00:20:00,571 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1619 +[2025-02-27 00:20:00,602 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2948 +[2025-02-27 00:20:00,634 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.7107 +[2025-02-27 00:20:00,666 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1019 +[2025-02-27 00:20:00,694 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0487 +[2025-02-27 00:20:00,727 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9644 +[2025-02-27 00:20:00,752 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1021 +[2025-02-27 00:20:00,787 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9372 +[2025-02-27 00:20:00,823 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0478 +[2025-02-27 00:20:00,862 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5479 +[2025-02-27 00:20:00,899 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6207 +[2025-02-27 00:20:00,924 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4999 +[2025-02-27 00:20:00,960 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2026 +[2025-02-27 00:20:00,990 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3920 +[2025-02-27 00:20:01,013 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4814 +[2025-02-27 00:20:01,045 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2902 +[2025-02-27 00:20:01,079 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1552 +[2025-02-27 00:20:01,134 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0563 +[2025-02-27 00:20:01,163 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1579 +[2025-02-27 00:20:01,209 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6394 +[2025-02-27 00:20:01,244 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4147 +[2025-02-27 00:20:01,275 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9943 +[2025-02-27 00:20:01,303 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3309 +[2025-02-27 00:20:01,357 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2963 +[2025-02-27 00:20:01,397 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.4738 +[2025-02-27 00:20:01,445 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3955 +[2025-02-27 00:20:01,491 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3249 +[2025-02-27 00:20:01,531 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9007 +[2025-02-27 00:20:01,580 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7715 +[2025-02-27 00:20:01,608 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9320 +[2025-02-27 00:20:01,661 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7284 +[2025-02-27 00:20:01,687 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0418 +[2025-02-27 00:20:03,274 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:20:03,274 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:20:03,274 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] wall : 0.7792 0.9431 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] floor : 0.9545 0.9857 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] cabinet : 0.4216 0.7027 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] bed : 0.6204 0.8359 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] chair : 0.8058 0.8561 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] sofa : 0.6281 0.8689 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] table : 0.6078 0.7453 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] door : 0.4588 0.6108 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] window : 0.4723 0.5767 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] bookshelf : 0.2923 0.3025 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] picture : 0.2751 0.3211 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] counter : 0.4155 0.5060 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] desk : 0.4333 0.6268 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] curtain : 0.4840 0.5325 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] refridgerator : 0.3598 0.4111 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] shower curtain : 0.2429 0.2636 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] toilet : 0.7488 0.8005 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] sink : 0.3800 0.4094 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] bathtub : 0.7875 0.8893 +[2025-02-27 00:20:03,275 INFO hook.py line 232 3738285] otherfurniture : 0.2400 0.2791 +[2025-02-27 00:20:03,275 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:20:03,275 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5204/0.6234/0.8256. +[2025-02-27 00:20:03,276 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:20:03,283 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5283 +[2025-02-27 00:20:03,284 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:20:12,642 INFO misc.py line 135 3738285] Train result: loss: 0.2780 +[2025-02-27 00:20:12,717 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:20:33,085 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9693 +[2025-02-27 00:20:33,127 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5368 +[2025-02-27 00:20:33,173 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5574 +[2025-02-27 00:20:33,218 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6177 +[2025-02-27 00:20:33,266 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7885 +[2025-02-27 00:20:33,328 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.3734 +[2025-02-27 00:20:33,376 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4971 +[2025-02-27 00:20:33,407 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3683 +[2025-02-27 00:20:33,449 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4117 +[2025-02-27 00:20:33,498 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2075 +[2025-02-27 00:20:33,549 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2918 +[2025-02-27 00:20:33,583 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9616 +[2025-02-27 00:20:33,628 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.4362 +[2025-02-27 00:20:33,665 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0291 +[2025-02-27 00:20:33,700 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3530 +[2025-02-27 00:20:33,745 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6573 +[2025-02-27 00:20:33,790 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5918 +[2025-02-27 00:20:33,822 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2376 +[2025-02-27 00:20:33,866 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0186 +[2025-02-27 00:20:33,919 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0372 +[2025-02-27 00:20:33,953 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2698 +[2025-02-27 00:20:33,990 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2766 +[2025-02-27 00:20:34,018 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.0707 +[2025-02-27 00:20:34,060 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.7973 +[2025-02-27 00:20:34,099 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6971 +[2025-02-27 00:20:34,141 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0681 +[2025-02-27 00:20:34,189 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8736 +[2025-02-27 00:20:34,221 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.5342 +[2025-02-27 00:20:34,267 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3083 +[2025-02-27 00:20:34,316 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6968 +[2025-02-27 00:20:34,377 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.7623 +[2025-02-27 00:20:34,411 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.6025 +[2025-02-27 00:20:34,460 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5797 +[2025-02-27 00:20:34,499 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0699 +[2025-02-27 00:20:34,536 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0643 +[2025-02-27 00:20:34,579 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1726 +[2025-02-27 00:20:34,619 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.4480 +[2025-02-27 00:20:34,648 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2287 +[2025-02-27 00:20:34,706 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5706 +[2025-02-27 00:20:34,751 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5597 +[2025-02-27 00:20:34,804 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3808 +[2025-02-27 00:20:34,836 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1110 +[2025-02-27 00:20:34,872 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9280 +[2025-02-27 00:20:34,929 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5457 +[2025-02-27 00:20:34,959 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9813 +[2025-02-27 00:20:35,012 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7509 +[2025-02-27 00:20:35,052 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0534 +[2025-02-27 00:20:35,083 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2466 +[2025-02-27 00:20:35,114 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6040 +[2025-02-27 00:20:35,144 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0658 +[2025-02-27 00:20:35,172 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9031 +[2025-02-27 00:20:35,203 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9147 +[2025-02-27 00:20:35,228 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1410 +[2025-02-27 00:20:35,261 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9459 +[2025-02-27 00:20:35,297 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0532 +[2025-02-27 00:20:35,336 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5364 +[2025-02-27 00:20:35,368 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6583 +[2025-02-27 00:20:35,394 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4826 +[2025-02-27 00:20:35,436 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2028 +[2025-02-27 00:20:35,478 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3610 +[2025-02-27 00:20:35,506 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4506 +[2025-02-27 00:20:35,539 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3051 +[2025-02-27 00:20:35,574 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.1555 +[2025-02-27 00:20:35,627 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.2824 +[2025-02-27 00:20:35,654 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1381 +[2025-02-27 00:20:35,694 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6636 +[2025-02-27 00:20:35,731 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3469 +[2025-02-27 00:20:35,762 INFO hook.py line 289 3738285] Test: [68/78] Loss 0.9845 +[2025-02-27 00:20:35,791 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3417 +[2025-02-27 00:20:35,848 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2194 +[2025-02-27 00:20:35,887 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2941 +[2025-02-27 00:20:35,936 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3506 +[2025-02-27 00:20:35,983 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3999 +[2025-02-27 00:20:36,024 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.9260 +[2025-02-27 00:20:36,073 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7938 +[2025-02-27 00:20:36,101 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9972 +[2025-02-27 00:20:36,155 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6299 +[2025-02-27 00:20:36,180 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0429 +[2025-02-27 00:20:37,568 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:20:37,568 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:20:37,568 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:20:37,568 INFO hook.py line 232 3738285] wall : 0.7840 0.9338 +[2025-02-27 00:20:37,568 INFO hook.py line 232 3738285] floor : 0.9553 0.9844 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] cabinet : 0.4207 0.7159 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] bed : 0.6211 0.8355 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] chair : 0.8055 0.8571 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] sofa : 0.6304 0.8861 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] table : 0.6134 0.7568 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] door : 0.4682 0.6480 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] window : 0.4740 0.5761 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] bookshelf : 0.3516 0.3685 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] picture : 0.2953 0.3624 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] counter : 0.4221 0.5154 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] desk : 0.4270 0.5814 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] curtain : 0.4993 0.5505 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] refridgerator : 0.3717 0.4716 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] shower curtain : 0.2228 0.2369 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] toilet : 0.7513 0.8014 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] sink : 0.3612 0.3843 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] bathtub : 0.7682 0.8974 +[2025-02-27 00:20:37,569 INFO hook.py line 232 3738285] otherfurniture : 0.2409 0.2819 +[2025-02-27 00:20:37,569 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:20:37,569 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5242/0.6323/0.8274. +[2025-02-27 00:20:37,570 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:20:37,572 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5283 +[2025-02-27 00:20:37,572 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:20:46,091 INFO misc.py line 135 3738285] Train result: loss: 0.2672 +[2025-02-27 00:20:46,154 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:21:00,435 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0234 +[2025-02-27 00:21:00,489 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5592 +[2025-02-27 00:21:00,541 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4507 +[2025-02-27 00:21:00,595 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7122 +[2025-02-27 00:21:01,422 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7663 +[2025-02-27 00:21:01,482 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4708 +[2025-02-27 00:21:01,528 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5081 +[2025-02-27 00:21:01,564 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3549 +[2025-02-27 00:21:01,615 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3759 +[2025-02-27 00:21:01,657 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2611 +[2025-02-27 00:21:01,711 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2668 +[2025-02-27 00:21:01,752 INFO hook.py line 289 3738285] Test: [12/78] Loss 0.9653 +[2025-02-27 00:21:01,804 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.3579 +[2025-02-27 00:21:01,852 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0373 +[2025-02-27 00:21:01,894 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3220 +[2025-02-27 00:21:01,947 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5552 +[2025-02-27 00:21:01,990 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5126 +[2025-02-27 00:21:02,030 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3216 +[2025-02-27 00:21:02,076 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9203 +[2025-02-27 00:21:02,118 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0049 +[2025-02-27 00:21:02,159 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2570 +[2025-02-27 00:21:02,208 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2509 +[2025-02-27 00:21:02,247 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1469 +[2025-02-27 00:21:02,297 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.7823 +[2025-02-27 00:21:02,344 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7194 +[2025-02-27 00:21:02,393 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.0652 +[2025-02-27 00:21:02,452 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8968 +[2025-02-27 00:21:02,493 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6131 +[2025-02-27 00:21:02,532 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2879 +[2025-02-27 00:21:02,590 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6543 +[2025-02-27 00:21:02,649 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6651 +[2025-02-27 00:21:02,692 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.5058 +[2025-02-27 00:21:02,749 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5560 +[2025-02-27 00:21:02,795 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1621 +[2025-02-27 00:21:02,840 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0987 +[2025-02-27 00:21:02,885 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1711 +[2025-02-27 00:21:02,929 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3459 +[2025-02-27 00:21:02,966 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2244 +[2025-02-27 00:21:03,026 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5842 +[2025-02-27 00:21:03,076 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5537 +[2025-02-27 00:21:03,124 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3518 +[2025-02-27 00:21:03,159 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1144 +[2025-02-27 00:21:03,202 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9160 +[2025-02-27 00:21:03,261 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5153 +[2025-02-27 00:21:03,306 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9897 +[2025-02-27 00:21:03,361 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7629 +[2025-02-27 00:21:03,403 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1218 +[2025-02-27 00:21:03,442 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2329 +[2025-02-27 00:21:03,483 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5874 +[2025-02-27 00:21:03,523 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1984 +[2025-02-27 00:21:03,559 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9577 +[2025-02-27 00:21:03,598 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.8868 +[2025-02-27 00:21:03,634 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1389 +[2025-02-27 00:21:03,677 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.8464 +[2025-02-27 00:21:03,722 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0470 +[2025-02-27 00:21:03,766 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5075 +[2025-02-27 00:21:03,805 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6978 +[2025-02-27 00:21:03,841 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.5081 +[2025-02-27 00:21:03,882 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1853 +[2025-02-27 00:21:03,915 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3759 +[2025-02-27 00:21:03,947 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5631 +[2025-02-27 00:21:03,981 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2455 +[2025-02-27 00:21:04,015 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0985 +[2025-02-27 00:21:04,074 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.2795 +[2025-02-27 00:21:04,107 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1308 +[2025-02-27 00:21:04,156 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6819 +[2025-02-27 00:21:04,195 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3891 +[2025-02-27 00:21:04,235 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0549 +[2025-02-27 00:21:04,273 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3145 +[2025-02-27 00:21:04,338 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2546 +[2025-02-27 00:21:04,377 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3625 +[2025-02-27 00:21:04,426 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3500 +[2025-02-27 00:21:04,473 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3520 +[2025-02-27 00:21:04,523 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8250 +[2025-02-27 00:21:04,579 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7601 +[2025-02-27 00:21:04,618 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8979 +[2025-02-27 00:21:04,671 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5188 +[2025-02-27 00:21:04,703 INFO hook.py line 289 3738285] Test: [78/78] Loss 1.0891 +[2025-02-27 00:21:06,429 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:21:06,430 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:21:06,431 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:21:06,432 INFO hook.py line 232 3738285] wall : 0.7846 0.9392 +[2025-02-27 00:21:06,432 INFO hook.py line 232 3738285] floor : 0.9552 0.9851 +[2025-02-27 00:21:06,433 INFO hook.py line 232 3738285] cabinet : 0.4238 0.7065 +[2025-02-27 00:21:06,433 INFO hook.py line 232 3738285] bed : 0.6209 0.8393 +[2025-02-27 00:21:06,434 INFO hook.py line 232 3738285] chair : 0.8010 0.8610 +[2025-02-27 00:21:06,434 INFO hook.py line 232 3738285] sofa : 0.6262 0.8897 +[2025-02-27 00:21:06,435 INFO hook.py line 232 3738285] table : 0.6143 0.7623 +[2025-02-27 00:21:06,435 INFO hook.py line 232 3738285] door : 0.4784 0.6286 +[2025-02-27 00:21:06,436 INFO hook.py line 232 3738285] window : 0.4831 0.6050 +[2025-02-27 00:21:06,436 INFO hook.py line 232 3738285] bookshelf : 0.3529 0.3700 +[2025-02-27 00:21:06,436 INFO hook.py line 232 3738285] picture : 0.3071 0.3918 +[2025-02-27 00:21:06,437 INFO hook.py line 232 3738285] counter : 0.4278 0.5103 +[2025-02-27 00:21:06,437 INFO hook.py line 232 3738285] desk : 0.4223 0.5607 +[2025-02-27 00:21:06,437 INFO hook.py line 232 3738285] curtain : 0.4777 0.5273 +[2025-02-27 00:21:06,438 INFO hook.py line 232 3738285] refridgerator : 0.3736 0.4641 +[2025-02-27 00:21:06,438 INFO hook.py line 232 3738285] shower curtain : 0.2225 0.2344 +[2025-02-27 00:21:06,438 INFO hook.py line 232 3738285] toilet : 0.7540 0.8048 +[2025-02-27 00:21:06,438 INFO hook.py line 232 3738285] sink : 0.3745 0.4024 +[2025-02-27 00:21:06,439 INFO hook.py line 232 3738285] bathtub : 0.7509 0.9035 +[2025-02-27 00:21:06,439 INFO hook.py line 232 3738285] otherfurniture : 0.2309 0.2645 +[2025-02-27 00:21:06,439 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:21:06,439 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5241/0.6325/0.8284. +[2025-02-27 00:21:06,440 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:21:06,448 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5283 +[2025-02-27 00:21:06,452 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:21:15,138 INFO misc.py line 135 3738285] Train result: loss: 0.2792 +[2025-02-27 00:21:15,206 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:21:40,715 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0094 +[2025-02-27 00:21:40,757 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5922 +[2025-02-27 00:21:40,802 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4547 +[2025-02-27 00:21:40,856 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7031 +[2025-02-27 00:21:40,898 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7790 +[2025-02-27 00:21:40,969 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4607 +[2025-02-27 00:21:41,023 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5413 +[2025-02-27 00:21:41,071 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3624 +[2025-02-27 00:21:41,138 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3538 +[2025-02-27 00:21:41,178 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.3553 +[2025-02-27 00:21:49,060 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2066 +[2025-02-27 00:21:49,107 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.0037 +[2025-02-27 00:21:49,159 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.4761 +[2025-02-27 00:21:49,240 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0224 +[2025-02-27 00:21:49,279 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3185 +[2025-02-27 00:21:49,342 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.4831 +[2025-02-27 00:21:49,385 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5462 +[2025-02-27 00:21:49,418 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.2835 +[2025-02-27 00:21:49,468 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9512 +[2025-02-27 00:21:49,502 INFO hook.py line 289 3738285] Test: [20/78] Loss 0.9984 +[2025-02-27 00:21:49,547 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2520 +[2025-02-27 00:21:49,584 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.2393 +[2025-02-27 00:21:49,616 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1936 +[2025-02-27 00:21:49,661 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8296 +[2025-02-27 00:21:49,700 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6638 +[2025-02-27 00:21:49,740 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1185 +[2025-02-27 00:21:49,788 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.8942 +[2025-02-27 00:21:49,829 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6467 +[2025-02-27 00:21:49,858 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2986 +[2025-02-27 00:21:49,909 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6646 +[2025-02-27 00:21:49,962 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6726 +[2025-02-27 00:21:49,995 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.3293 +[2025-02-27 00:21:50,044 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5578 +[2025-02-27 00:21:50,084 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1256 +[2025-02-27 00:21:50,122 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0259 +[2025-02-27 00:21:50,164 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1760 +[2025-02-27 00:21:50,199 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3527 +[2025-02-27 00:21:50,230 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2291 +[2025-02-27 00:21:50,298 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.5312 +[2025-02-27 00:21:50,346 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5724 +[2025-02-27 00:21:50,387 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2814 +[2025-02-27 00:21:50,415 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1130 +[2025-02-27 00:21:50,450 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8997 +[2025-02-27 00:21:50,505 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5452 +[2025-02-27 00:21:50,536 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0050 +[2025-02-27 00:21:50,583 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7497 +[2025-02-27 00:21:50,619 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1717 +[2025-02-27 00:21:50,650 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1983 +[2025-02-27 00:21:50,682 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5810 +[2025-02-27 00:21:50,716 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2168 +[2025-02-27 00:21:50,743 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9852 +[2025-02-27 00:21:50,775 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9124 +[2025-02-27 00:21:50,800 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1784 +[2025-02-27 00:21:50,834 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.8656 +[2025-02-27 00:21:50,870 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0478 +[2025-02-27 00:21:50,908 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5175 +[2025-02-27 00:21:50,941 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6568 +[2025-02-27 00:21:50,968 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4848 +[2025-02-27 00:21:51,005 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1847 +[2025-02-27 00:21:51,037 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4061 +[2025-02-27 00:21:51,062 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5178 +[2025-02-27 00:21:51,094 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2400 +[2025-02-27 00:21:51,129 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0355 +[2025-02-27 00:21:51,182 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1027 +[2025-02-27 00:21:51,209 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1221 +[2025-02-27 00:21:51,249 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6693 +[2025-02-27 00:21:51,285 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3814 +[2025-02-27 00:21:51,317 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0716 +[2025-02-27 00:21:51,346 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3392 +[2025-02-27 00:21:51,402 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2899 +[2025-02-27 00:21:51,442 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2972 +[2025-02-27 00:21:51,491 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3346 +[2025-02-27 00:21:51,538 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3972 +[2025-02-27 00:21:51,578 INFO hook.py line 289 3738285] Test: [74/78] Loss 1.8522 +[2025-02-27 00:21:51,627 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7343 +[2025-02-27 00:21:51,654 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9318 +[2025-02-27 00:21:51,709 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.5447 +[2025-02-27 00:21:51,737 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9533 +[2025-02-27 00:21:53,210 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:21:53,211 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:21:53,211 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] wall : 0.7805 0.9422 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] floor : 0.9551 0.9849 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] cabinet : 0.4389 0.6856 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] bed : 0.6325 0.8374 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] chair : 0.8072 0.8715 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] sofa : 0.6405 0.8754 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] table : 0.6107 0.7621 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] door : 0.4733 0.6262 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] window : 0.4779 0.5948 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] bookshelf : 0.3743 0.3944 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] picture : 0.3018 0.3781 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] counter : 0.4189 0.4943 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] desk : 0.4314 0.5950 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] curtain : 0.4754 0.5228 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] refridgerator : 0.3673 0.4178 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] shower curtain : 0.2264 0.2388 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] toilet : 0.7422 0.7855 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] sink : 0.3840 0.4207 +[2025-02-27 00:21:53,211 INFO hook.py line 232 3738285] bathtub : 0.7539 0.8993 +[2025-02-27 00:21:53,212 INFO hook.py line 232 3738285] otherfurniture : 0.2354 0.2740 +[2025-02-27 00:21:53,212 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:21:53,212 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5264/0.6300/0.8297. +[2025-02-27 00:21:53,212 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:21:53,218 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5283 +[2025-02-27 00:21:53,218 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:22:02,864 INFO misc.py line 135 3738285] Train result: loss: 0.3160 +[2025-02-27 00:22:02,933 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:22:21,753 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9853 +[2025-02-27 00:22:22,053 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6155 +[2025-02-27 00:22:22,521 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4730 +[2025-02-27 00:22:22,929 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6545 +[2025-02-27 00:22:22,964 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7528 +[2025-02-27 00:22:23,129 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4921 +[2025-02-27 00:22:23,176 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5448 +[2025-02-27 00:22:23,205 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3557 +[2025-02-27 00:22:23,251 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4052 +[2025-02-27 00:22:23,297 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2902 +[2025-02-27 00:22:23,345 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1675 +[2025-02-27 00:22:23,383 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1347 +[2025-02-27 00:22:23,432 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5869 +[2025-02-27 00:22:23,472 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.9082 +[2025-02-27 00:22:23,514 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3405 +[2025-02-27 00:22:23,559 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5171 +[2025-02-27 00:22:23,596 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5980 +[2025-02-27 00:22:23,639 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4151 +[2025-02-27 00:22:23,682 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9241 +[2025-02-27 00:22:23,717 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0089 +[2025-02-27 00:22:23,753 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2556 +[2025-02-27 00:22:23,796 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3815 +[2025-02-27 00:22:23,826 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2898 +[2025-02-27 00:22:23,883 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.8458 +[2025-02-27 00:22:23,925 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.5853 +[2025-02-27 00:22:23,969 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1608 +[2025-02-27 00:22:24,018 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0502 +[2025-02-27 00:22:24,051 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7087 +[2025-02-27 00:22:24,087 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.3088 +[2025-02-27 00:22:24,137 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6045 +[2025-02-27 00:22:24,190 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6458 +[2025-02-27 00:22:24,226 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.3566 +[2025-02-27 00:22:24,275 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6067 +[2025-02-27 00:22:24,313 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1154 +[2025-02-27 00:22:24,351 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0455 +[2025-02-27 00:22:24,391 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1678 +[2025-02-27 00:22:24,427 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2705 +[2025-02-27 00:22:24,462 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2347 +[2025-02-27 00:22:24,534 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6573 +[2025-02-27 00:22:24,578 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6367 +[2025-02-27 00:22:24,626 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3113 +[2025-02-27 00:22:24,655 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1058 +[2025-02-27 00:22:24,693 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8951 +[2025-02-27 00:22:24,750 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5648 +[2025-02-27 00:22:24,784 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0252 +[2025-02-27 00:22:24,830 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7896 +[2025-02-27 00:22:24,868 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1303 +[2025-02-27 00:22:24,900 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1347 +[2025-02-27 00:22:24,930 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5921 +[2025-02-27 00:22:24,963 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2811 +[2025-02-27 00:22:24,990 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9811 +[2025-02-27 00:22:25,021 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9557 +[2025-02-27 00:22:25,046 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2620 +[2025-02-27 00:22:25,080 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9890 +[2025-02-27 00:22:25,115 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0480 +[2025-02-27 00:22:25,153 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5361 +[2025-02-27 00:22:25,185 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6433 +[2025-02-27 00:22:25,211 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4596 +[2025-02-27 00:22:25,248 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1643 +[2025-02-27 00:22:25,280 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.3992 +[2025-02-27 00:22:25,303 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.6030 +[2025-02-27 00:22:25,335 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2935 +[2025-02-27 00:22:25,369 INFO hook.py line 289 3738285] Test: [63/78] Loss 0.9661 +[2025-02-27 00:22:25,422 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9531 +[2025-02-27 00:22:25,450 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1259 +[2025-02-27 00:22:25,489 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6405 +[2025-02-27 00:22:25,526 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.3624 +[2025-02-27 00:22:25,559 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0854 +[2025-02-27 00:22:25,596 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3668 +[2025-02-27 00:22:25,652 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2801 +[2025-02-27 00:22:25,697 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2450 +[2025-02-27 00:22:25,746 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3367 +[2025-02-27 00:22:25,793 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4120 +[2025-02-27 00:22:25,833 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0372 +[2025-02-27 00:22:25,880 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7531 +[2025-02-27 00:22:25,908 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9403 +[2025-02-27 00:22:25,961 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6916 +[2025-02-27 00:22:25,988 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9111 +[2025-02-27 00:22:27,320 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:22:27,321 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:22:27,321 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:22:27,321 INFO hook.py line 232 3738285] wall : 0.7824 0.9406 +[2025-02-27 00:22:27,321 INFO hook.py line 232 3738285] floor : 0.9544 0.9860 +[2025-02-27 00:22:27,322 INFO hook.py line 232 3738285] cabinet : 0.4446 0.6952 +[2025-02-27 00:22:27,322 INFO hook.py line 232 3738285] bed : 0.6522 0.8292 +[2025-02-27 00:22:27,322 INFO hook.py line 232 3738285] chair : 0.8088 0.8693 +[2025-02-27 00:22:27,322 INFO hook.py line 232 3738285] sofa : 0.6428 0.8835 +[2025-02-27 00:22:27,322 INFO hook.py line 232 3738285] table : 0.6019 0.7462 +[2025-02-27 00:22:27,322 INFO hook.py line 232 3738285] door : 0.4727 0.6230 +[2025-02-27 00:22:27,322 INFO hook.py line 232 3738285] window : 0.4746 0.6072 +[2025-02-27 00:22:27,322 INFO hook.py line 232 3738285] bookshelf : 0.3924 0.4166 +[2025-02-27 00:22:27,322 INFO hook.py line 232 3738285] picture : 0.3008 0.3714 +[2025-02-27 00:22:27,323 INFO hook.py line 232 3738285] counter : 0.4248 0.5220 +[2025-02-27 00:22:27,323 INFO hook.py line 232 3738285] desk : 0.4326 0.6126 +[2025-02-27 00:22:27,323 INFO hook.py line 232 3738285] curtain : 0.4763 0.5227 +[2025-02-27 00:22:27,323 INFO hook.py line 232 3738285] refridgerator : 0.3864 0.4479 +[2025-02-27 00:22:27,323 INFO hook.py line 232 3738285] shower curtain : 0.2370 0.2531 +[2025-02-27 00:22:27,323 INFO hook.py line 232 3738285] toilet : 0.7335 0.7705 +[2025-02-27 00:22:27,323 INFO hook.py line 232 3738285] sink : 0.3669 0.3900 +[2025-02-27 00:22:27,323 INFO hook.py line 232 3738285] bathtub : 0.7656 0.8890 +[2025-02-27 00:22:27,323 INFO hook.py line 232 3738285] otherfurniture : 0.2318 0.2709 +[2025-02-27 00:22:27,324 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:22:27,324 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5291/0.6323/0.8303. +[2025-02-27 00:22:27,325 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:22:27,331 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5291 +[2025-02-27 00:22:27,332 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5291 +[2025-02-27 00:22:27,332 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:22:36,640 INFO misc.py line 135 3738285] Train result: loss: 0.3134 +[2025-02-27 00:22:36,710 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:22:55,786 INFO hook.py line 289 3738285] Test: [1/78] Loss 1.0007 +[2025-02-27 00:22:55,833 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6153 +[2025-02-27 00:22:55,879 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4648 +[2025-02-27 00:22:55,995 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7118 +[2025-02-27 00:22:56,641 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7600 +[2025-02-27 00:22:56,692 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5809 +[2025-02-27 00:22:56,741 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5586 +[2025-02-27 00:22:56,781 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3504 +[2025-02-27 00:22:56,824 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4023 +[2025-02-27 00:22:56,858 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1997 +[2025-02-27 00:22:56,902 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.0720 +[2025-02-27 00:22:56,938 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1384 +[2025-02-27 00:22:56,988 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.3992 +[2025-02-27 00:22:57,025 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.9054 +[2025-02-27 00:22:57,063 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3978 +[2025-02-27 00:22:57,113 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.4769 +[2025-02-27 00:22:57,153 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5309 +[2025-02-27 00:22:57,188 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4285 +[2025-02-27 00:22:57,237 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.8741 +[2025-02-27 00:22:57,271 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0499 +[2025-02-27 00:22:57,304 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2581 +[2025-02-27 00:22:57,344 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3479 +[2025-02-27 00:22:57,380 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.3005 +[2025-02-27 00:22:57,429 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9006 +[2025-02-27 00:22:57,469 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6109 +[2025-02-27 00:22:57,515 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.2193 +[2025-02-27 00:22:57,562 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9850 +[2025-02-27 00:22:57,609 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6673 +[2025-02-27 00:22:57,636 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2955 +[2025-02-27 00:22:57,687 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6589 +[2025-02-27 00:22:57,740 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6187 +[2025-02-27 00:22:57,772 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.3415 +[2025-02-27 00:22:57,821 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6254 +[2025-02-27 00:22:57,871 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0817 +[2025-02-27 00:22:57,919 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0828 +[2025-02-27 00:22:57,956 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1899 +[2025-02-27 00:22:57,996 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3365 +[2025-02-27 00:22:58,031 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2361 +[2025-02-27 00:22:58,089 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6406 +[2025-02-27 00:22:58,142 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5882 +[2025-02-27 00:22:58,190 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3252 +[2025-02-27 00:22:58,229 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1196 +[2025-02-27 00:22:58,274 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9648 +[2025-02-27 00:22:58,325 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5589 +[2025-02-27 00:22:58,382 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9883 +[2025-02-27 00:22:58,426 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7927 +[2025-02-27 00:22:58,462 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1097 +[2025-02-27 00:22:58,493 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1488 +[2025-02-27 00:22:58,524 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6384 +[2025-02-27 00:22:58,554 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.3988 +[2025-02-27 00:22:58,581 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0810 +[2025-02-27 00:22:58,613 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0122 +[2025-02-27 00:22:58,638 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2748 +[2025-02-27 00:22:58,671 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0040 +[2025-02-27 00:22:58,708 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0483 +[2025-02-27 00:22:58,748 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5622 +[2025-02-27 00:22:58,779 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6669 +[2025-02-27 00:22:58,805 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4426 +[2025-02-27 00:22:58,842 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1816 +[2025-02-27 00:22:58,874 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4608 +[2025-02-27 00:22:58,897 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4054 +[2025-02-27 00:22:58,929 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3572 +[2025-02-27 00:22:58,962 INFO hook.py line 289 3738285] Test: [63/78] Loss 0.9671 +[2025-02-27 00:22:59,015 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0888 +[2025-02-27 00:22:59,042 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1768 +[2025-02-27 00:22:59,080 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6550 +[2025-02-27 00:22:59,116 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4007 +[2025-02-27 00:22:59,148 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1353 +[2025-02-27 00:22:59,179 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3806 +[2025-02-27 00:22:59,234 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2688 +[2025-02-27 00:22:59,274 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1537 +[2025-02-27 00:22:59,324 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3247 +[2025-02-27 00:22:59,371 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3675 +[2025-02-27 00:22:59,411 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0780 +[2025-02-27 00:22:59,460 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7239 +[2025-02-27 00:22:59,489 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9793 +[2025-02-27 00:22:59,542 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6553 +[2025-02-27 00:22:59,568 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8585 +[2025-02-27 00:23:00,939 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:23:00,940 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:23:00,940 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] wall : 0.7818 0.9403 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] floor : 0.9558 0.9846 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] cabinet : 0.4395 0.7094 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] bed : 0.6458 0.8318 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] chair : 0.8138 0.8804 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] sofa : 0.6520 0.8671 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] table : 0.6025 0.7701 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] door : 0.4727 0.6263 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] window : 0.4746 0.6061 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] bookshelf : 0.3907 0.4134 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] picture : 0.3016 0.3703 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] counter : 0.4156 0.5036 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] desk : 0.4280 0.5742 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] curtain : 0.4647 0.5047 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] refridgerator : 0.3678 0.4376 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] shower curtain : 0.2081 0.2198 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] toilet : 0.7243 0.7591 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] sink : 0.3798 0.4096 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] bathtub : 0.7643 0.8938 +[2025-02-27 00:23:00,940 INFO hook.py line 232 3738285] otherfurniture : 0.2232 0.2545 +[2025-02-27 00:23:00,940 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:23:00,941 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5253/0.6278/0.8300. +[2025-02-27 00:23:00,941 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:23:00,947 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5291 +[2025-02-27 00:23:00,947 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:23:10,514 INFO misc.py line 135 3738285] Train result: loss: 0.3176 +[2025-02-27 00:23:10,581 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:23:29,613 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9761 +[2025-02-27 00:23:29,662 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6308 +[2025-02-27 00:23:29,721 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4851 +[2025-02-27 00:23:29,775 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.7035 +[2025-02-27 00:23:29,821 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7750 +[2025-02-27 00:23:29,885 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6100 +[2025-02-27 00:23:29,947 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5531 +[2025-02-27 00:23:29,984 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3306 +[2025-02-27 00:23:30,035 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4139 +[2025-02-27 00:23:30,904 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2380 +[2025-02-27 00:23:30,972 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1413 +[2025-02-27 00:23:31,006 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1090 +[2025-02-27 00:23:31,053 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5056 +[2025-02-27 00:23:31,097 INFO hook.py line 289 3738285] Test: [14/78] Loss 2.8707 +[2025-02-27 00:23:31,136 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4064 +[2025-02-27 00:23:31,181 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5346 +[2025-02-27 00:23:31,216 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5155 +[2025-02-27 00:23:31,254 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4231 +[2025-02-27 00:23:31,304 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9125 +[2025-02-27 00:23:31,339 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0738 +[2025-02-27 00:23:31,372 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2607 +[2025-02-27 00:23:31,409 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3653 +[2025-02-27 00:23:31,436 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2711 +[2025-02-27 00:23:31,480 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9389 +[2025-02-27 00:23:31,519 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7111 +[2025-02-27 00:23:31,562 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.2034 +[2025-02-27 00:23:31,611 INFO hook.py line 289 3738285] Test: [27/78] Loss 2.9930 +[2025-02-27 00:23:31,644 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6654 +[2025-02-27 00:23:31,677 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2981 +[2025-02-27 00:23:31,730 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6497 +[2025-02-27 00:23:31,783 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6275 +[2025-02-27 00:23:31,815 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4686 +[2025-02-27 00:23:31,865 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6225 +[2025-02-27 00:23:31,909 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1382 +[2025-02-27 00:23:31,953 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0659 +[2025-02-27 00:23:31,990 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1768 +[2025-02-27 00:23:32,028 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3140 +[2025-02-27 00:23:32,067 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2357 +[2025-02-27 00:23:32,125 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6603 +[2025-02-27 00:23:32,169 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6250 +[2025-02-27 00:23:32,216 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2944 +[2025-02-27 00:23:32,243 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1283 +[2025-02-27 00:23:32,277 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9387 +[2025-02-27 00:23:32,330 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5237 +[2025-02-27 00:23:32,363 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9744 +[2025-02-27 00:23:32,411 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8025 +[2025-02-27 00:23:32,447 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0403 +[2025-02-27 00:23:32,480 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1806 +[2025-02-27 00:23:32,510 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6761 +[2025-02-27 00:23:32,540 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.4070 +[2025-02-27 00:23:32,567 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0019 +[2025-02-27 00:23:32,597 INFO hook.py line 289 3738285] Test: [52/78] Loss 1.0234 +[2025-02-27 00:23:32,622 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2795 +[2025-02-27 00:23:32,655 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0070 +[2025-02-27 00:23:32,699 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0475 +[2025-02-27 00:23:32,737 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5554 +[2025-02-27 00:23:32,770 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6640 +[2025-02-27 00:23:32,795 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4720 +[2025-02-27 00:23:32,832 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1919 +[2025-02-27 00:23:32,863 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4267 +[2025-02-27 00:23:32,887 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4726 +[2025-02-27 00:23:32,919 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3517 +[2025-02-27 00:23:32,952 INFO hook.py line 289 3738285] Test: [63/78] Loss 0.9786 +[2025-02-27 00:23:33,007 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0804 +[2025-02-27 00:23:33,033 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1450 +[2025-02-27 00:23:33,071 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6633 +[2025-02-27 00:23:33,109 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4658 +[2025-02-27 00:23:33,146 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1280 +[2025-02-27 00:23:33,175 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3637 +[2025-02-27 00:23:33,230 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2937 +[2025-02-27 00:23:33,270 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2656 +[2025-02-27 00:23:33,319 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3242 +[2025-02-27 00:23:33,365 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3894 +[2025-02-27 00:23:33,405 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0438 +[2025-02-27 00:23:33,453 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7172 +[2025-02-27 00:23:33,483 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9316 +[2025-02-27 00:23:33,536 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6178 +[2025-02-27 00:23:33,562 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.8816 +[2025-02-27 00:23:34,993 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:23:34,993 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:23:34,993 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:23:34,993 INFO hook.py line 232 3738285] wall : 0.7826 0.9407 +[2025-02-27 00:23:34,993 INFO hook.py line 232 3738285] floor : 0.9560 0.9847 +[2025-02-27 00:23:34,993 INFO hook.py line 232 3738285] cabinet : 0.4358 0.7161 +[2025-02-27 00:23:34,993 INFO hook.py line 232 3738285] bed : 0.6504 0.8295 +[2025-02-27 00:23:34,993 INFO hook.py line 232 3738285] chair : 0.8110 0.8745 +[2025-02-27 00:23:34,993 INFO hook.py line 232 3738285] sofa : 0.6456 0.8771 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] table : 0.6066 0.7731 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] door : 0.4749 0.6307 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] window : 0.4765 0.6078 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] bookshelf : 0.3708 0.3884 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] picture : 0.2979 0.3606 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] counter : 0.4151 0.4981 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] desk : 0.4262 0.5670 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] curtain : 0.4689 0.5112 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] refridgerator : 0.3672 0.4420 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] shower curtain : 0.2134 0.2264 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] toilet : 0.7265 0.7653 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] sink : 0.3867 0.4199 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] bathtub : 0.7501 0.9037 +[2025-02-27 00:23:34,994 INFO hook.py line 232 3738285] otherfurniture : 0.2201 0.2507 +[2025-02-27 00:23:34,994 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:23:34,994 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5241/0.6284/0.8296. +[2025-02-27 00:23:34,995 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:23:35,000 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5291 +[2025-02-27 00:23:35,006 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:23:43,999 INFO misc.py line 135 3738285] Train result: loss: 0.2897 +[2025-02-27 00:23:44,066 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:24:03,104 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9583 +[2025-02-27 00:24:04,177 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6095 +[2025-02-27 00:24:04,214 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5199 +[2025-02-27 00:24:04,259 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6933 +[2025-02-27 00:24:04,291 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7819 +[2025-02-27 00:24:04,353 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5891 +[2025-02-27 00:24:04,400 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5356 +[2025-02-27 00:24:04,429 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3515 +[2025-02-27 00:24:04,482 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3881 +[2025-02-27 00:24:04,520 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2089 +[2025-02-27 00:24:04,565 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.2009 +[2025-02-27 00:24:04,596 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1319 +[2025-02-27 00:24:04,642 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6193 +[2025-02-27 00:24:04,681 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0512 +[2025-02-27 00:24:04,721 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3939 +[2025-02-27 00:24:04,764 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5839 +[2025-02-27 00:24:04,806 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5155 +[2025-02-27 00:24:04,842 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4160 +[2025-02-27 00:24:04,884 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9106 +[2025-02-27 00:24:04,917 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0542 +[2025-02-27 00:24:04,950 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2713 +[2025-02-27 00:24:04,988 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.3915 +[2025-02-27 00:24:05,024 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1827 +[2025-02-27 00:24:05,067 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9421 +[2025-02-27 00:24:05,117 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6942 +[2025-02-27 00:24:05,164 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1834 +[2025-02-27 00:24:05,213 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0431 +[2025-02-27 00:24:05,253 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6912 +[2025-02-27 00:24:05,292 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2979 +[2025-02-27 00:24:05,346 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6661 +[2025-02-27 00:24:05,399 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6441 +[2025-02-27 00:24:05,442 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.5377 +[2025-02-27 00:24:05,491 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6102 +[2025-02-27 00:24:05,529 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0033 +[2025-02-27 00:24:05,565 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0215 +[2025-02-27 00:24:05,602 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1434 +[2025-02-27 00:24:05,637 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3203 +[2025-02-27 00:24:05,665 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2372 +[2025-02-27 00:24:05,727 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6150 +[2025-02-27 00:24:05,791 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6504 +[2025-02-27 00:24:05,839 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.2956 +[2025-02-27 00:24:05,865 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1140 +[2025-02-27 00:24:05,901 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9407 +[2025-02-27 00:24:05,955 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5335 +[2025-02-27 00:24:05,987 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9805 +[2025-02-27 00:24:06,040 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7583 +[2025-02-27 00:24:06,077 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0256 +[2025-02-27 00:24:06,110 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2310 +[2025-02-27 00:24:06,141 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6885 +[2025-02-27 00:24:06,172 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2722 +[2025-02-27 00:24:06,199 INFO hook.py line 289 3738285] Test: [51/78] Loss 1.0020 +[2025-02-27 00:24:06,234 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9607 +[2025-02-27 00:24:06,259 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1849 +[2025-02-27 00:24:06,293 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9768 +[2025-02-27 00:24:06,329 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0457 +[2025-02-27 00:24:06,367 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5200 +[2025-02-27 00:24:06,403 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6547 +[2025-02-27 00:24:06,429 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4669 +[2025-02-27 00:24:06,465 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1768 +[2025-02-27 00:24:06,495 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4137 +[2025-02-27 00:24:06,518 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4976 +[2025-02-27 00:24:06,550 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3113 +[2025-02-27 00:24:06,583 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0124 +[2025-02-27 00:24:06,637 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1514 +[2025-02-27 00:24:06,663 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1759 +[2025-02-27 00:24:06,702 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6308 +[2025-02-27 00:24:06,737 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4528 +[2025-02-27 00:24:06,769 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.1112 +[2025-02-27 00:24:06,798 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3495 +[2025-02-27 00:24:06,853 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2734 +[2025-02-27 00:24:06,893 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3115 +[2025-02-27 00:24:06,946 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3363 +[2025-02-27 00:24:06,993 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.3661 +[2025-02-27 00:24:07,033 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0655 +[2025-02-27 00:24:07,081 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7204 +[2025-02-27 00:24:07,108 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9292 +[2025-02-27 00:24:07,161 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6545 +[2025-02-27 00:24:07,185 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9220 +[2025-02-27 00:24:08,630 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:24:08,631 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:24:08,631 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] wall : 0.7822 0.9411 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] floor : 0.9553 0.9855 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] cabinet : 0.4384 0.7110 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] bed : 0.6541 0.8261 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] chair : 0.8082 0.8700 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] sofa : 0.6363 0.8852 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] table : 0.6070 0.7544 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] door : 0.4723 0.6289 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] window : 0.4740 0.5942 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] bookshelf : 0.3595 0.3750 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] picture : 0.3002 0.3633 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] counter : 0.4185 0.5066 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] desk : 0.4281 0.5841 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] curtain : 0.4769 0.5198 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] refridgerator : 0.3683 0.4483 +[2025-02-27 00:24:08,631 INFO hook.py line 232 3738285] shower curtain : 0.2201 0.2350 +[2025-02-27 00:24:08,632 INFO hook.py line 232 3738285] toilet : 0.7306 0.7711 +[2025-02-27 00:24:08,632 INFO hook.py line 232 3738285] sink : 0.3901 0.4279 +[2025-02-27 00:24:08,632 INFO hook.py line 232 3738285] bathtub : 0.7416 0.9051 +[2025-02-27 00:24:08,632 INFO hook.py line 232 3738285] otherfurniture : 0.2320 0.2708 +[2025-02-27 00:24:08,632 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:24:08,632 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5247/0.6302/0.8293. +[2025-02-27 00:24:08,632 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:24:08,637 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5291 +[2025-02-27 00:24:08,638 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:24:17,596 INFO misc.py line 135 3738285] Train result: loss: 0.3099 +[2025-02-27 00:24:17,665 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:24:31,873 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9450 +[2025-02-27 00:24:31,921 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6105 +[2025-02-27 00:24:31,961 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5139 +[2025-02-27 00:24:32,025 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6767 +[2025-02-27 00:24:32,067 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7688 +[2025-02-27 00:24:32,132 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5759 +[2025-02-27 00:24:32,179 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5170 +[2025-02-27 00:24:32,214 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3621 +[2025-02-27 00:24:32,261 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3833 +[2025-02-27 00:24:32,309 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1881 +[2025-02-27 00:24:32,362 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1599 +[2025-02-27 00:24:32,416 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1734 +[2025-02-27 00:24:32,467 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5954 +[2025-02-27 00:24:32,517 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0490 +[2025-02-27 00:24:32,560 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3752 +[2025-02-27 00:24:32,613 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6302 +[2025-02-27 00:24:32,659 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5386 +[2025-02-27 00:24:32,701 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4219 +[2025-02-27 00:24:32,751 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9286 +[2025-02-27 00:24:32,792 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0678 +[2025-02-27 00:24:32,835 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2667 +[2025-02-27 00:24:32,880 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4078 +[2025-02-27 00:24:32,915 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.2111 +[2025-02-27 00:24:32,963 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9211 +[2025-02-27 00:24:33,011 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6624 +[2025-02-27 00:24:33,061 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1624 +[2025-02-27 00:24:33,118 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0144 +[2025-02-27 00:24:33,158 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6924 +[2025-02-27 00:24:33,193 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2975 +[2025-02-27 00:24:33,250 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6341 +[2025-02-27 00:24:33,307 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6338 +[2025-02-27 00:24:33,348 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4649 +[2025-02-27 00:24:33,404 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6132 +[2025-02-27 00:24:33,447 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0109 +[2025-02-27 00:24:33,493 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0145 +[2025-02-27 00:24:33,541 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1557 +[2025-02-27 00:24:33,585 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2848 +[2025-02-27 00:24:33,622 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2358 +[2025-02-27 00:24:33,688 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6313 +[2025-02-27 00:24:33,741 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5927 +[2025-02-27 00:24:33,791 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3528 +[2025-02-27 00:24:33,827 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1239 +[2025-02-27 00:24:33,871 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.9403 +[2025-02-27 00:24:33,929 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5571 +[2025-02-27 00:24:33,972 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9893 +[2025-02-27 00:24:34,025 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7886 +[2025-02-27 00:24:34,068 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0011 +[2025-02-27 00:24:34,107 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1962 +[2025-02-27 00:24:34,144 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6325 +[2025-02-27 00:24:34,179 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1870 +[2025-02-27 00:24:34,214 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9931 +[2025-02-27 00:24:34,254 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9647 +[2025-02-27 00:24:34,288 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1875 +[2025-02-27 00:24:34,326 INFO hook.py line 289 3738285] Test: [54/78] Loss 1.9856 +[2025-02-27 00:24:34,361 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0472 +[2025-02-27 00:24:34,399 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5204 +[2025-02-27 00:24:34,437 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6413 +[2025-02-27 00:24:34,469 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4550 +[2025-02-27 00:24:34,512 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1805 +[2025-02-27 00:24:34,553 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4481 +[2025-02-27 00:24:34,587 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5672 +[2025-02-27 00:24:34,627 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3023 +[2025-02-27 00:24:34,670 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0082 +[2025-02-27 00:24:34,723 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0774 +[2025-02-27 00:24:34,759 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1793 +[2025-02-27 00:24:34,798 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6277 +[2025-02-27 00:24:34,842 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4631 +[2025-02-27 00:24:34,883 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0615 +[2025-02-27 00:24:34,919 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3455 +[2025-02-27 00:24:34,974 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2462 +[2025-02-27 00:24:35,017 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2922 +[2025-02-27 00:24:35,074 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3338 +[2025-02-27 00:24:35,130 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4117 +[2025-02-27 00:24:35,170 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.0752 +[2025-02-27 00:24:35,218 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7168 +[2025-02-27 00:24:35,252 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.9324 +[2025-02-27 00:24:35,313 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7660 +[2025-02-27 00:24:35,348 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9168 +[2025-02-27 00:24:36,911 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:24:36,911 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:24:36,911 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] wall : 0.7802 0.9382 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] floor : 0.9556 0.9846 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] cabinet : 0.4422 0.6979 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] bed : 0.6496 0.8309 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] chair : 0.8080 0.8729 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] sofa : 0.6391 0.8806 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] table : 0.6036 0.7417 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] door : 0.4717 0.6373 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] window : 0.4785 0.6072 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] bookshelf : 0.3649 0.3805 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] picture : 0.3055 0.3792 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] counter : 0.4222 0.5169 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] desk : 0.4318 0.5980 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] curtain : 0.4771 0.5195 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] refridgerator : 0.3847 0.4687 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] shower curtain : 0.2299 0.2477 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] toilet : 0.7274 0.7744 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] sink : 0.3904 0.4299 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] bathtub : 0.7486 0.9022 +[2025-02-27 00:24:36,912 INFO hook.py line 232 3738285] otherfurniture : 0.2387 0.2806 +[2025-02-27 00:24:36,912 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:24:36,912 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5275/0.6344/0.8294. +[2025-02-27 00:24:36,913 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:24:36,917 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5291 +[2025-02-27 00:24:36,917 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:24:46,320 INFO misc.py line 135 3738285] Train result: loss: 0.2494 +[2025-02-27 00:24:46,383 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:25:11,671 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9152 +[2025-02-27 00:25:11,793 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.5876 +[2025-02-27 00:25:11,836 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5474 +[2025-02-27 00:25:11,889 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6550 +[2025-02-27 00:25:11,929 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7809 +[2025-02-27 00:25:11,989 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6083 +[2025-02-27 00:25:12,048 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5302 +[2025-02-27 00:25:12,087 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3584 +[2025-02-27 00:25:12,147 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3746 +[2025-02-27 00:25:12,199 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2136 +[2025-02-27 00:25:19,507 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1803 +[2025-02-27 00:25:19,646 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1964 +[2025-02-27 00:25:19,694 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6637 +[2025-02-27 00:25:19,736 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0749 +[2025-02-27 00:25:20,095 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3446 +[2025-02-27 00:25:20,150 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6634 +[2025-02-27 00:25:20,194 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5517 +[2025-02-27 00:25:20,237 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4255 +[2025-02-27 00:25:20,283 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9358 +[2025-02-27 00:25:20,324 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0564 +[2025-02-27 00:25:20,365 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2605 +[2025-02-27 00:25:20,401 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4178 +[2025-02-27 00:25:20,428 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1747 +[2025-02-27 00:25:20,477 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9687 +[2025-02-27 00:25:20,517 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7611 +[2025-02-27 00:25:20,557 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1546 +[2025-02-27 00:25:20,606 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0071 +[2025-02-27 00:25:20,643 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7087 +[2025-02-27 00:25:20,682 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2917 +[2025-02-27 00:25:20,733 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6378 +[2025-02-27 00:25:20,786 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6288 +[2025-02-27 00:25:20,818 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4884 +[2025-02-27 00:25:20,868 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6048 +[2025-02-27 00:25:20,910 INFO hook.py line 289 3738285] Test: [34/78] Loss 0.9651 +[2025-02-27 00:25:20,950 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0227 +[2025-02-27 00:25:20,993 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1675 +[2025-02-27 00:25:21,040 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3591 +[2025-02-27 00:25:21,074 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2452 +[2025-02-27 00:25:21,132 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6540 +[2025-02-27 00:25:21,176 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5920 +[2025-02-27 00:25:21,219 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3290 +[2025-02-27 00:25:21,249 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1241 +[2025-02-27 00:25:21,291 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8830 +[2025-02-27 00:25:21,350 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5589 +[2025-02-27 00:25:21,394 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0113 +[2025-02-27 00:25:21,442 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8174 +[2025-02-27 00:25:21,478 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0393 +[2025-02-27 00:25:21,508 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2190 +[2025-02-27 00:25:21,538 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6508 +[2025-02-27 00:25:21,569 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1626 +[2025-02-27 00:25:21,596 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.9357 +[2025-02-27 00:25:21,627 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9243 +[2025-02-27 00:25:21,651 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1765 +[2025-02-27 00:25:21,685 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0257 +[2025-02-27 00:25:21,721 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0466 +[2025-02-27 00:25:21,758 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5217 +[2025-02-27 00:25:21,791 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6577 +[2025-02-27 00:25:21,818 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4591 +[2025-02-27 00:25:21,854 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1851 +[2025-02-27 00:25:21,886 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4638 +[2025-02-27 00:25:21,910 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5758 +[2025-02-27 00:25:21,942 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2909 +[2025-02-27 00:25:21,975 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0583 +[2025-02-27 00:25:22,029 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0169 +[2025-02-27 00:25:22,055 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1430 +[2025-02-27 00:25:22,095 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6408 +[2025-02-27 00:25:22,131 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4450 +[2025-02-27 00:25:22,163 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0620 +[2025-02-27 00:25:22,192 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3400 +[2025-02-27 00:25:22,248 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2616 +[2025-02-27 00:25:22,288 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3026 +[2025-02-27 00:25:22,336 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3417 +[2025-02-27 00:25:22,383 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4053 +[2025-02-27 00:25:22,424 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1310 +[2025-02-27 00:25:22,473 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7287 +[2025-02-27 00:25:22,501 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8977 +[2025-02-27 00:25:22,554 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7114 +[2025-02-27 00:25:22,578 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9213 +[2025-02-27 00:25:24,230 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:25:24,231 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:25:24,231 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:25:24,232 INFO hook.py line 232 3738285] wall : 0.7805 0.9407 +[2025-02-27 00:25:24,233 INFO hook.py line 232 3738285] floor : 0.9556 0.9852 +[2025-02-27 00:25:24,234 INFO hook.py line 232 3738285] cabinet : 0.4442 0.6963 +[2025-02-27 00:25:24,234 INFO hook.py line 232 3738285] bed : 0.6599 0.8258 +[2025-02-27 00:25:24,235 INFO hook.py line 232 3738285] chair : 0.8085 0.8697 +[2025-02-27 00:25:24,235 INFO hook.py line 232 3738285] sofa : 0.6416 0.8772 +[2025-02-27 00:25:24,236 INFO hook.py line 232 3738285] table : 0.6057 0.7556 +[2025-02-27 00:25:24,241 INFO hook.py line 232 3738285] door : 0.4703 0.6263 +[2025-02-27 00:25:24,243 INFO hook.py line 232 3738285] window : 0.4776 0.6094 +[2025-02-27 00:25:24,244 INFO hook.py line 232 3738285] bookshelf : 0.3630 0.3785 +[2025-02-27 00:25:24,244 INFO hook.py line 232 3738285] picture : 0.3066 0.3856 +[2025-02-27 00:25:24,245 INFO hook.py line 232 3738285] counter : 0.4205 0.5134 +[2025-02-27 00:25:24,246 INFO hook.py line 232 3738285] desk : 0.4323 0.5904 +[2025-02-27 00:25:24,247 INFO hook.py line 232 3738285] curtain : 0.4764 0.5202 +[2025-02-27 00:25:24,247 INFO hook.py line 232 3738285] refridgerator : 0.3848 0.4586 +[2025-02-27 00:25:24,247 INFO hook.py line 232 3738285] shower curtain : 0.2552 0.2784 +[2025-02-27 00:25:24,247 INFO hook.py line 232 3738285] toilet : 0.7321 0.7752 +[2025-02-27 00:25:24,248 INFO hook.py line 232 3738285] sink : 0.3811 0.4150 +[2025-02-27 00:25:24,248 INFO hook.py line 232 3738285] bathtub : 0.7482 0.9011 +[2025-02-27 00:25:24,248 INFO hook.py line 232 3738285] otherfurniture : 0.2433 0.2875 +[2025-02-27 00:25:24,248 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:25:24,249 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5294/0.6345/0.8300. +[2025-02-27 00:25:24,250 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:25:24,252 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5294 +[2025-02-27 00:25:24,254 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5294 +[2025-02-27 00:25:24,254 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:25:33,435 INFO misc.py line 135 3738285] Train result: loss: 0.2796 +[2025-02-27 00:25:33,496 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:25:50,996 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8881 +[2025-02-27 00:25:53,215 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6032 +[2025-02-27 00:25:53,427 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5878 +[2025-02-27 00:25:53,478 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6649 +[2025-02-27 00:25:53,516 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7971 +[2025-02-27 00:25:53,569 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.6106 +[2025-02-27 00:25:53,618 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5299 +[2025-02-27 00:25:53,719 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3483 +[2025-02-27 00:25:53,764 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.4026 +[2025-02-27 00:25:53,827 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2169 +[2025-02-27 00:25:54,003 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1748 +[2025-02-27 00:25:54,042 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.1527 +[2025-02-27 00:25:54,089 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5709 +[2025-02-27 00:25:54,237 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.1246 +[2025-02-27 00:25:54,275 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3898 +[2025-02-27 00:25:54,535 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6387 +[2025-02-27 00:25:54,571 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.5964 +[2025-02-27 00:25:54,605 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.4600 +[2025-02-27 00:25:54,646 INFO hook.py line 289 3738285] Test: [19/78] Loss 0.9598 +[2025-02-27 00:25:54,680 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0489 +[2025-02-27 00:25:54,715 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2600 +[2025-02-27 00:25:54,757 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4388 +[2025-02-27 00:25:54,799 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1958 +[2025-02-27 00:25:54,849 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9722 +[2025-02-27 00:25:54,890 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7647 +[2025-02-27 00:25:54,930 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1602 +[2025-02-27 00:25:54,987 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0042 +[2025-02-27 00:25:55,020 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7285 +[2025-02-27 00:25:55,054 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2902 +[2025-02-27 00:25:55,104 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6506 +[2025-02-27 00:25:55,157 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6522 +[2025-02-27 00:25:55,203 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.5304 +[2025-02-27 00:25:55,253 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6262 +[2025-02-27 00:25:55,290 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0723 +[2025-02-27 00:25:55,328 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0271 +[2025-02-27 00:25:55,366 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1865 +[2025-02-27 00:25:55,407 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3206 +[2025-02-27 00:25:55,446 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2354 +[2025-02-27 00:25:55,509 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6702 +[2025-02-27 00:25:55,566 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.5921 +[2025-02-27 00:25:55,607 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3361 +[2025-02-27 00:25:55,633 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1257 +[2025-02-27 00:25:55,668 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8295 +[2025-02-27 00:25:55,726 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5408 +[2025-02-27 00:25:55,765 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9995 +[2025-02-27 00:25:55,818 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8399 +[2025-02-27 00:25:55,864 INFO hook.py line 289 3738285] Test: [47/78] Loss 1.9356 +[2025-02-27 00:25:55,897 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.2113 +[2025-02-27 00:25:55,929 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6922 +[2025-02-27 00:25:55,966 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2004 +[2025-02-27 00:25:55,993 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8994 +[2025-02-27 00:25:56,024 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9206 +[2025-02-27 00:25:56,050 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2033 +[2025-02-27 00:25:56,084 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0423 +[2025-02-27 00:25:56,120 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0458 +[2025-02-27 00:25:56,158 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5244 +[2025-02-27 00:25:56,191 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6662 +[2025-02-27 00:25:56,217 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4616 +[2025-02-27 00:25:56,253 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1797 +[2025-02-27 00:25:56,285 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4919 +[2025-02-27 00:25:56,309 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5585 +[2025-02-27 00:25:56,341 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2967 +[2025-02-27 00:25:56,376 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0628 +[2025-02-27 00:25:56,429 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.1052 +[2025-02-27 00:25:56,461 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1423 +[2025-02-27 00:25:56,501 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6481 +[2025-02-27 00:25:56,542 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4654 +[2025-02-27 00:25:56,574 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0558 +[2025-02-27 00:25:56,603 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3286 +[2025-02-27 00:25:56,658 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2988 +[2025-02-27 00:25:56,698 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.3278 +[2025-02-27 00:25:56,747 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3433 +[2025-02-27 00:25:56,793 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4002 +[2025-02-27 00:25:56,834 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1235 +[2025-02-27 00:25:56,883 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7366 +[2025-02-27 00:25:56,911 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8512 +[2025-02-27 00:25:56,964 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6559 +[2025-02-27 00:25:56,989 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9164 +[2025-02-27 00:25:58,386 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:25:58,386 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:25:58,386 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:25:58,386 INFO hook.py line 232 3738285] wall : 0.7826 0.9403 +[2025-02-27 00:25:58,386 INFO hook.py line 232 3738285] floor : 0.9553 0.9855 +[2025-02-27 00:25:58,386 INFO hook.py line 232 3738285] cabinet : 0.4384 0.7158 +[2025-02-27 00:25:58,386 INFO hook.py line 232 3738285] bed : 0.6640 0.8212 +[2025-02-27 00:25:58,386 INFO hook.py line 232 3738285] chair : 0.8104 0.8699 +[2025-02-27 00:25:58,386 INFO hook.py line 232 3738285] sofa : 0.6461 0.8754 +[2025-02-27 00:25:58,386 INFO hook.py line 232 3738285] table : 0.6033 0.7579 +[2025-02-27 00:25:58,386 INFO hook.py line 232 3738285] door : 0.4728 0.6230 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] window : 0.4765 0.6065 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] bookshelf : 0.3617 0.3773 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] picture : 0.3055 0.3831 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] counter : 0.4126 0.4987 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] desk : 0.4292 0.5881 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] curtain : 0.4776 0.5248 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] refridgerator : 0.3735 0.4418 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] shower curtain : 0.2598 0.2855 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] toilet : 0.7293 0.7694 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] sink : 0.3777 0.4084 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] bathtub : 0.7531 0.8987 +[2025-02-27 00:25:58,387 INFO hook.py line 232 3738285] otherfurniture : 0.2380 0.2796 +[2025-02-27 00:25:58,387 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:25:58,387 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5284/0.6325/0.8299. +[2025-02-27 00:25:58,388 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:25:58,390 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5294 +[2025-02-27 00:25:58,391 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:26:08,127 INFO misc.py line 135 3738285] Train result: loss: 0.2267 +[2025-02-27 00:26:08,210 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:26:27,506 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9095 +[2025-02-27 00:26:29,000 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6126 +[2025-02-27 00:26:29,039 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5543 +[2025-02-27 00:26:29,088 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6580 +[2025-02-27 00:26:29,122 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7930 +[2025-02-27 00:26:29,177 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.5468 +[2025-02-27 00:26:29,222 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5122 +[2025-02-27 00:26:29,250 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3674 +[2025-02-27 00:26:29,294 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3827 +[2025-02-27 00:26:29,326 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1249 +[2025-02-27 00:26:29,369 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1586 +[2025-02-27 00:26:29,403 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2226 +[2025-02-27 00:26:29,453 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.5648 +[2025-02-27 00:26:29,503 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0776 +[2025-02-27 00:26:29,539 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3727 +[2025-02-27 00:26:29,587 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5906 +[2025-02-27 00:26:29,623 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6391 +[2025-02-27 00:26:29,656 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3938 +[2025-02-27 00:26:29,698 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0098 +[2025-02-27 00:26:29,731 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0591 +[2025-02-27 00:26:29,764 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2605 +[2025-02-27 00:26:29,800 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4246 +[2025-02-27 00:26:29,829 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1720 +[2025-02-27 00:26:29,874 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9642 +[2025-02-27 00:26:29,914 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.8140 +[2025-02-27 00:26:29,958 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1484 +[2025-02-27 00:26:30,006 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0309 +[2025-02-27 00:26:30,049 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.7127 +[2025-02-27 00:26:30,076 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2865 +[2025-02-27 00:26:30,128 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6611 +[2025-02-27 00:26:30,186 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6723 +[2025-02-27 00:26:30,223 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.5183 +[2025-02-27 00:26:30,281 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6203 +[2025-02-27 00:26:30,318 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0391 +[2025-02-27 00:26:30,354 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0152 +[2025-02-27 00:26:30,413 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1844 +[2025-02-27 00:26:30,460 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3381 +[2025-02-27 00:26:30,498 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2299 +[2025-02-27 00:26:30,556 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6809 +[2025-02-27 00:26:30,613 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6254 +[2025-02-27 00:26:30,655 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3374 +[2025-02-27 00:26:30,683 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1340 +[2025-02-27 00:26:30,722 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8672 +[2025-02-27 00:26:30,775 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5568 +[2025-02-27 00:26:30,813 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0015 +[2025-02-27 00:26:30,871 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8476 +[2025-02-27 00:26:30,915 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0076 +[2025-02-27 00:26:30,954 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1649 +[2025-02-27 00:26:30,986 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6202 +[2025-02-27 00:26:31,016 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.2071 +[2025-02-27 00:26:31,043 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8760 +[2025-02-27 00:26:31,075 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9292 +[2025-02-27 00:26:31,099 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2704 +[2025-02-27 00:26:31,132 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0379 +[2025-02-27 00:26:31,168 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0445 +[2025-02-27 00:26:31,207 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5448 +[2025-02-27 00:26:31,239 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6629 +[2025-02-27 00:26:31,264 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4567 +[2025-02-27 00:26:31,301 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1800 +[2025-02-27 00:26:31,332 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4843 +[2025-02-27 00:26:31,356 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5247 +[2025-02-27 00:26:31,389 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3255 +[2025-02-27 00:26:31,423 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0601 +[2025-02-27 00:26:31,476 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0731 +[2025-02-27 00:26:31,502 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1266 +[2025-02-27 00:26:31,541 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6319 +[2025-02-27 00:26:31,577 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4649 +[2025-02-27 00:26:31,609 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0437 +[2025-02-27 00:26:31,637 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3393 +[2025-02-27 00:26:31,692 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2649 +[2025-02-27 00:26:31,732 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2925 +[2025-02-27 00:26:31,781 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3441 +[2025-02-27 00:26:31,837 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4246 +[2025-02-27 00:26:31,877 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1370 +[2025-02-27 00:26:31,925 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7376 +[2025-02-27 00:26:31,953 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8668 +[2025-02-27 00:26:32,006 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.6878 +[2025-02-27 00:26:32,031 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9094 +[2025-02-27 00:26:33,401 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:26:33,402 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:26:33,402 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] wall : 0.7838 0.9390 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] floor : 0.9552 0.9854 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] cabinet : 0.4430 0.7241 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] bed : 0.6625 0.8250 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] chair : 0.8109 0.8729 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] sofa : 0.6471 0.8742 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] table : 0.6022 0.7496 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] door : 0.4731 0.6243 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] window : 0.4771 0.6067 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] bookshelf : 0.3752 0.3925 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] picture : 0.3046 0.3786 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] counter : 0.4132 0.4974 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] desk : 0.4329 0.6054 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] curtain : 0.4853 0.5380 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] refridgerator : 0.3771 0.4470 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] shower curtain : 0.2583 0.2823 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] toilet : 0.7300 0.7719 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] sink : 0.3747 0.4051 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] bathtub : 0.7555 0.9010 +[2025-02-27 00:26:33,402 INFO hook.py line 232 3738285] otherfurniture : 0.2366 0.2760 +[2025-02-27 00:26:33,402 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:26:33,402 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5299/0.6348/0.8307. +[2025-02-27 00:26:33,403 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:26:33,405 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5299 +[2025-02-27 00:26:33,405 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5299 +[2025-02-27 00:26:33,405 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:26:43,166 INFO misc.py line 135 3738285] Train result: loss: 0.2845 +[2025-02-27 00:26:43,255 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:27:03,049 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8891 +[2025-02-27 00:27:03,087 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6082 +[2025-02-27 00:27:03,120 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4930 +[2025-02-27 00:27:03,166 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6111 +[2025-02-27 00:27:03,211 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7834 +[2025-02-27 00:27:03,269 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4997 +[2025-02-27 00:27:03,319 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4986 +[2025-02-27 00:27:03,355 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3578 +[2025-02-27 00:27:03,402 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3753 +[2025-02-27 00:27:03,448 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2035 +[2025-02-27 00:27:03,494 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1324 +[2025-02-27 00:27:03,526 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2036 +[2025-02-27 00:27:03,582 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6100 +[2025-02-27 00:27:03,632 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0838 +[2025-02-27 00:27:04,070 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4113 +[2025-02-27 00:27:04,113 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5396 +[2025-02-27 00:27:04,149 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6730 +[2025-02-27 00:27:04,180 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3647 +[2025-02-27 00:27:04,225 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0023 +[2025-02-27 00:27:04,261 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0755 +[2025-02-27 00:27:04,294 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2646 +[2025-02-27 00:27:04,331 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4361 +[2025-02-27 00:27:04,357 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1045 +[2025-02-27 00:27:04,399 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9580 +[2025-02-27 00:27:04,454 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7978 +[2025-02-27 00:27:04,504 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1402 +[2025-02-27 00:27:04,552 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0198 +[2025-02-27 00:27:04,590 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6987 +[2025-02-27 00:27:04,622 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2948 +[2025-02-27 00:27:04,672 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6438 +[2025-02-27 00:27:04,726 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6660 +[2025-02-27 00:27:04,759 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4761 +[2025-02-27 00:27:04,817 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6241 +[2025-02-27 00:27:04,853 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0137 +[2025-02-27 00:27:04,889 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0569 +[2025-02-27 00:27:04,943 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1667 +[2025-02-27 00:27:04,988 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3156 +[2025-02-27 00:27:05,025 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2249 +[2025-02-27 00:27:05,087 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6586 +[2025-02-27 00:27:05,131 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6132 +[2025-02-27 00:27:05,171 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3860 +[2025-02-27 00:27:05,208 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1294 +[2025-02-27 00:27:05,241 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8809 +[2025-02-27 00:27:05,298 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5650 +[2025-02-27 00:27:05,335 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9941 +[2025-02-27 00:27:05,381 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8383 +[2025-02-27 00:27:05,418 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1214 +[2025-02-27 00:27:05,448 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1594 +[2025-02-27 00:27:05,479 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6345 +[2025-02-27 00:27:05,515 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1786 +[2025-02-27 00:27:05,549 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8370 +[2025-02-27 00:27:05,588 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9200 +[2025-02-27 00:27:05,612 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2506 +[2025-02-27 00:27:05,645 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0332 +[2025-02-27 00:27:05,680 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0444 +[2025-02-27 00:27:05,718 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5332 +[2025-02-27 00:27:05,749 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6354 +[2025-02-27 00:27:05,774 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4577 +[2025-02-27 00:27:05,810 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1938 +[2025-02-27 00:27:05,841 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4706 +[2025-02-27 00:27:05,865 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5067 +[2025-02-27 00:27:05,897 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3062 +[2025-02-27 00:27:05,932 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0606 +[2025-02-27 00:27:05,986 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0560 +[2025-02-27 00:27:06,013 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1130 +[2025-02-27 00:27:06,053 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6343 +[2025-02-27 00:27:06,089 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.5016 +[2025-02-27 00:27:06,120 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0320 +[2025-02-27 00:27:06,149 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3519 +[2025-02-27 00:27:06,205 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2744 +[2025-02-27 00:27:06,249 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2251 +[2025-02-27 00:27:06,299 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3398 +[2025-02-27 00:27:06,347 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4485 +[2025-02-27 00:27:06,388 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1458 +[2025-02-27 00:27:06,437 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7396 +[2025-02-27 00:27:06,466 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8838 +[2025-02-27 00:27:06,520 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7057 +[2025-02-27 00:27:06,545 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9352 +[2025-02-27 00:27:08,194 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:27:08,194 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:27:08,194 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:27:08,194 INFO hook.py line 232 3738285] wall : 0.7838 0.9372 +[2025-02-27 00:27:08,194 INFO hook.py line 232 3738285] floor : 0.9553 0.9852 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] cabinet : 0.4456 0.7177 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] bed : 0.6573 0.8251 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] chair : 0.8111 0.8766 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] sofa : 0.6502 0.8726 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] table : 0.6024 0.7396 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] door : 0.4737 0.6352 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] window : 0.4771 0.6080 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] bookshelf : 0.3806 0.3998 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] picture : 0.3048 0.3731 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] counter : 0.4213 0.5102 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] desk : 0.4380 0.6269 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] curtain : 0.4886 0.5453 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] refridgerator : 0.3819 0.4509 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] shower curtain : 0.2521 0.2742 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] toilet : 0.7319 0.7761 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] sink : 0.3781 0.4100 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] bathtub : 0.7563 0.8991 +[2025-02-27 00:27:08,195 INFO hook.py line 232 3738285] otherfurniture : 0.2375 0.2767 +[2025-02-27 00:27:08,195 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:27:08,195 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5314/0.6370/0.8310. +[2025-02-27 00:27:08,195 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:27:08,197 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5314 +[2025-02-27 00:27:08,197 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5314 +[2025-02-27 00:27:08,197 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:27:17,651 INFO misc.py line 135 3738285] Train result: loss: 0.2809 +[2025-02-27 00:27:17,733 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:27:35,268 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8851 +[2025-02-27 00:27:36,731 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6143 +[2025-02-27 00:27:36,780 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5000 +[2025-02-27 00:27:37,361 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6088 +[2025-02-27 00:27:37,453 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7691 +[2025-02-27 00:27:37,509 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4535 +[2025-02-27 00:27:37,556 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5027 +[2025-02-27 00:27:37,604 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3566 +[2025-02-27 00:27:37,651 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3720 +[2025-02-27 00:27:37,916 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.2122 +[2025-02-27 00:27:37,958 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1306 +[2025-02-27 00:27:37,999 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2085 +[2025-02-27 00:27:38,049 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6503 +[2025-02-27 00:27:38,089 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0432 +[2025-02-27 00:27:38,136 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4090 +[2025-02-27 00:27:38,183 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5489 +[2025-02-27 00:27:38,218 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6649 +[2025-02-27 00:27:38,251 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3457 +[2025-02-27 00:27:38,290 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0307 +[2025-02-27 00:27:38,328 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0467 +[2025-02-27 00:27:38,370 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2575 +[2025-02-27 00:27:38,413 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4254 +[2025-02-27 00:27:38,441 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1127 +[2025-02-27 00:27:38,495 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9375 +[2025-02-27 00:27:38,534 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7048 +[2025-02-27 00:27:38,576 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1356 +[2025-02-27 00:27:38,625 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0424 +[2025-02-27 00:27:38,662 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6793 +[2025-02-27 00:27:38,695 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2888 +[2025-02-27 00:27:38,745 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6437 +[2025-02-27 00:27:38,802 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6689 +[2025-02-27 00:27:38,841 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4449 +[2025-02-27 00:27:38,900 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6115 +[2025-02-27 00:27:38,938 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1040 +[2025-02-27 00:27:38,974 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0368 +[2025-02-27 00:27:39,014 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1672 +[2025-02-27 00:27:39,050 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3360 +[2025-02-27 00:27:39,093 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2319 +[2025-02-27 00:27:39,151 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6452 +[2025-02-27 00:27:39,213 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6190 +[2025-02-27 00:27:39,261 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3983 +[2025-02-27 00:27:39,299 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1344 +[2025-02-27 00:27:39,334 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8719 +[2025-02-27 00:27:39,387 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5880 +[2025-02-27 00:27:39,420 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0084 +[2025-02-27 00:27:39,468 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8175 +[2025-02-27 00:27:39,505 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0898 +[2025-02-27 00:27:39,536 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1113 +[2025-02-27 00:27:39,567 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5964 +[2025-02-27 00:27:39,598 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1859 +[2025-02-27 00:27:39,626 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8644 +[2025-02-27 00:27:39,658 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9099 +[2025-02-27 00:27:39,691 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2265 +[2025-02-27 00:27:39,725 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0062 +[2025-02-27 00:27:39,761 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0436 +[2025-02-27 00:27:39,799 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5502 +[2025-02-27 00:27:39,831 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6343 +[2025-02-27 00:27:39,857 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4701 +[2025-02-27 00:27:39,894 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1848 +[2025-02-27 00:27:39,926 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4586 +[2025-02-27 00:27:39,949 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4955 +[2025-02-27 00:27:39,981 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.3082 +[2025-02-27 00:27:40,014 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0797 +[2025-02-27 00:27:40,068 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0622 +[2025-02-27 00:27:40,094 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1154 +[2025-02-27 00:27:40,134 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6138 +[2025-02-27 00:27:40,171 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4629 +[2025-02-27 00:27:40,203 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0219 +[2025-02-27 00:27:40,232 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3438 +[2025-02-27 00:27:40,288 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2920 +[2025-02-27 00:27:40,328 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2429 +[2025-02-27 00:27:40,377 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3378 +[2025-02-27 00:27:40,425 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4631 +[2025-02-27 00:27:40,465 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1364 +[2025-02-27 00:27:40,514 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7255 +[2025-02-27 00:27:40,543 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8500 +[2025-02-27 00:27:40,602 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7882 +[2025-02-27 00:27:40,637 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9140 +[2025-02-27 00:27:42,027 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:27:42,027 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:27:42,028 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:27:42,028 INFO hook.py line 232 3738285] wall : 0.7845 0.9365 +[2025-02-27 00:27:42,028 INFO hook.py line 232 3738285] floor : 0.9557 0.9850 +[2025-02-27 00:27:42,028 INFO hook.py line 232 3738285] cabinet : 0.4477 0.7177 +[2025-02-27 00:27:42,028 INFO hook.py line 232 3738285] bed : 0.6578 0.8274 +[2025-02-27 00:27:42,028 INFO hook.py line 232 3738285] chair : 0.8109 0.8776 +[2025-02-27 00:27:42,028 INFO hook.py line 232 3738285] sofa : 0.6503 0.8720 +[2025-02-27 00:27:42,028 INFO hook.py line 232 3738285] table : 0.6005 0.7339 +[2025-02-27 00:27:42,028 INFO hook.py line 232 3738285] door : 0.4715 0.6346 +[2025-02-27 00:27:42,028 INFO hook.py line 232 3738285] window : 0.4793 0.6128 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] bookshelf : 0.3771 0.3963 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] picture : 0.3044 0.3714 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] counter : 0.4240 0.5169 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] desk : 0.4393 0.6370 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] curtain : 0.4918 0.5502 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] refridgerator : 0.3822 0.4551 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] shower curtain : 0.2529 0.2738 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] toilet : 0.7330 0.7767 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] sink : 0.3841 0.4189 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] bathtub : 0.7584 0.8997 +[2025-02-27 00:27:42,029 INFO hook.py line 232 3738285] otherfurniture : 0.2383 0.2789 +[2025-02-27 00:27:42,030 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:27:42,030 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5322/0.6386/0.8311. +[2025-02-27 00:27:42,031 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:27:42,035 INFO misc.py line 159 3738285] Best validation mIoU updated to: 0.5322 +[2025-02-27 00:27:42,035 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5322 +[2025-02-27 00:27:42,035 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:27:49,460 INFO misc.py line 135 3738285] Train result: loss: 0.2926 +[2025-02-27 00:27:49,525 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:28:04,978 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8974 +[2025-02-27 00:28:05,085 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6111 +[2025-02-27 00:28:05,704 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5217 +[2025-02-27 00:28:05,885 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6119 +[2025-02-27 00:28:05,935 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7789 +[2025-02-27 00:28:06,003 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4714 +[2025-02-27 00:28:06,056 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4970 +[2025-02-27 00:28:06,093 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3707 +[2025-02-27 00:28:06,147 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3824 +[2025-02-27 00:28:06,197 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1663 +[2025-02-27 00:28:06,249 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1025 +[2025-02-27 00:28:06,290 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2021 +[2025-02-27 00:28:06,343 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6329 +[2025-02-27 00:28:06,389 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.1127 +[2025-02-27 00:28:06,432 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.4034 +[2025-02-27 00:28:06,485 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5482 +[2025-02-27 00:28:06,519 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6887 +[2025-02-27 00:28:06,553 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3566 +[2025-02-27 00:28:06,598 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0418 +[2025-02-27 00:28:06,640 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0595 +[2025-02-27 00:28:06,680 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2615 +[2025-02-27 00:28:06,720 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4296 +[2025-02-27 00:28:06,758 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.0995 +[2025-02-27 00:28:06,809 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9220 +[2025-02-27 00:28:06,857 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7373 +[2025-02-27 00:28:06,900 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1304 +[2025-02-27 00:28:06,959 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0234 +[2025-02-27 00:28:07,001 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6800 +[2025-02-27 00:28:07,039 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2931 +[2025-02-27 00:28:07,100 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6223 +[2025-02-27 00:28:07,158 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6818 +[2025-02-27 00:28:07,198 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4689 +[2025-02-27 00:28:07,249 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6165 +[2025-02-27 00:28:07,293 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0023 +[2025-02-27 00:28:07,340 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0192 +[2025-02-27 00:28:07,381 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1667 +[2025-02-27 00:28:07,425 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3221 +[2025-02-27 00:28:07,461 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2330 +[2025-02-27 00:28:07,519 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6595 +[2025-02-27 00:28:07,573 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6113 +[2025-02-27 00:28:07,626 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3783 +[2025-02-27 00:28:07,662 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1298 +[2025-02-27 00:28:07,709 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8711 +[2025-02-27 00:28:07,767 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5780 +[2025-02-27 00:28:07,804 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9980 +[2025-02-27 00:28:07,853 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8137 +[2025-02-27 00:28:07,898 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0768 +[2025-02-27 00:28:07,937 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1484 +[2025-02-27 00:28:07,974 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5827 +[2025-02-27 00:28:08,011 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1493 +[2025-02-27 00:28:08,048 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8386 +[2025-02-27 00:28:08,088 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9023 +[2025-02-27 00:28:08,121 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2223 +[2025-02-27 00:28:08,162 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0399 +[2025-02-27 00:28:08,197 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0451 +[2025-02-27 00:28:08,235 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5283 +[2025-02-27 00:28:08,274 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6503 +[2025-02-27 00:28:08,305 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4592 +[2025-02-27 00:28:08,348 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1891 +[2025-02-27 00:28:08,386 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4616 +[2025-02-27 00:28:08,418 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.4617 +[2025-02-27 00:28:08,451 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2942 +[2025-02-27 00:28:08,494 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0524 +[2025-02-27 00:28:08,547 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9917 +[2025-02-27 00:28:08,580 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1066 +[2025-02-27 00:28:08,619 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6261 +[2025-02-27 00:28:08,664 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4627 +[2025-02-27 00:28:08,698 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0195 +[2025-02-27 00:28:08,728 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3551 +[2025-02-27 00:28:08,783 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2911 +[2025-02-27 00:28:08,825 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.1999 +[2025-02-27 00:28:08,874 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3344 +[2025-02-27 00:28:08,921 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4644 +[2025-02-27 00:28:08,961 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1226 +[2025-02-27 00:28:09,010 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7143 +[2025-02-27 00:28:09,044 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8527 +[2025-02-27 00:28:09,097 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7594 +[2025-02-27 00:28:09,131 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9100 +[2025-02-27 00:28:10,803 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:28:10,803 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:28:10,803 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:28:10,803 INFO hook.py line 232 3738285] wall : 0.7848 0.9364 +[2025-02-27 00:28:10,803 INFO hook.py line 232 3738285] floor : 0.9558 0.9849 +[2025-02-27 00:28:10,803 INFO hook.py line 232 3738285] cabinet : 0.4453 0.7143 +[2025-02-27 00:28:10,803 INFO hook.py line 232 3738285] bed : 0.6560 0.8293 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] chair : 0.8126 0.8778 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] sofa : 0.6507 0.8749 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] table : 0.6026 0.7355 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] door : 0.4732 0.6351 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] window : 0.4798 0.6135 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] bookshelf : 0.3746 0.3927 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] picture : 0.3010 0.3684 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] counter : 0.4207 0.5146 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] desk : 0.4402 0.6382 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] curtain : 0.4910 0.5504 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] refridgerator : 0.3703 0.4471 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] shower curtain : 0.2526 0.2725 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] toilet : 0.7339 0.7794 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] sink : 0.3834 0.4185 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] bathtub : 0.7617 0.9035 +[2025-02-27 00:28:10,804 INFO hook.py line 232 3738285] otherfurniture : 0.2401 0.2818 +[2025-02-27 00:28:10,804 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:28:10,804 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5315/0.6384/0.8312. +[2025-02-27 00:28:10,805 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:28:10,805 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5322 +[2025-02-27 00:28:10,805 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:28:19,902 INFO misc.py line 135 3738285] Train result: loss: 0.2630 +[2025-02-27 00:28:19,956 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:28:45,618 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9038 +[2025-02-27 00:28:45,678 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6116 +[2025-02-27 00:28:45,726 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4823 +[2025-02-27 00:28:45,782 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6256 +[2025-02-27 00:28:45,824 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7713 +[2025-02-27 00:28:45,893 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4523 +[2025-02-27 00:28:45,945 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5057 +[2025-02-27 00:28:45,988 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3658 +[2025-02-27 00:28:46,052 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3619 +[2025-02-27 00:28:48,148 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1859 +[2025-02-27 00:28:48,198 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1583 +[2025-02-27 00:28:48,887 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2320 +[2025-02-27 00:28:49,254 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.7092 +[2025-02-27 00:28:53,042 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.1296 +[2025-02-27 00:28:53,506 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3538 +[2025-02-27 00:28:53,737 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6019 +[2025-02-27 00:28:53,794 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6722 +[2025-02-27 00:28:53,838 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3273 +[2025-02-27 00:28:53,879 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0124 +[2025-02-27 00:28:53,918 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0217 +[2025-02-27 00:28:53,956 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2648 +[2025-02-27 00:28:53,995 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4221 +[2025-02-27 00:28:54,022 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1210 +[2025-02-27 00:28:54,068 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9452 +[2025-02-27 00:28:54,107 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6948 +[2025-02-27 00:28:54,146 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1205 +[2025-02-27 00:28:54,198 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0440 +[2025-02-27 00:28:54,234 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6992 +[2025-02-27 00:28:54,266 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2921 +[2025-02-27 00:28:54,326 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6461 +[2025-02-27 00:28:54,379 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6720 +[2025-02-27 00:28:54,425 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4622 +[2025-02-27 00:28:54,474 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6047 +[2025-02-27 00:28:54,528 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.1081 +[2025-02-27 00:28:54,565 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0090 +[2025-02-27 00:28:54,610 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1671 +[2025-02-27 00:28:54,654 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3103 +[2025-02-27 00:28:54,694 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2385 +[2025-02-27 00:28:54,753 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6341 +[2025-02-27 00:28:54,796 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6404 +[2025-02-27 00:28:54,841 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3344 +[2025-02-27 00:28:54,882 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1434 +[2025-02-27 00:28:54,918 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8909 +[2025-02-27 00:28:54,971 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5906 +[2025-02-27 00:28:55,006 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9979 +[2025-02-27 00:28:55,050 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8006 +[2025-02-27 00:28:55,086 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.1162 +[2025-02-27 00:28:55,117 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1382 +[2025-02-27 00:28:55,148 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5884 +[2025-02-27 00:28:55,178 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.0958 +[2025-02-27 00:28:55,206 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8268 +[2025-02-27 00:28:55,239 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9089 +[2025-02-27 00:28:55,263 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1905 +[2025-02-27 00:28:55,297 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0087 +[2025-02-27 00:28:55,332 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0444 +[2025-02-27 00:28:55,370 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5304 +[2025-02-27 00:28:55,402 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6367 +[2025-02-27 00:28:55,429 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4676 +[2025-02-27 00:28:55,465 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1925 +[2025-02-27 00:28:55,497 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4750 +[2025-02-27 00:28:55,521 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5166 +[2025-02-27 00:28:55,554 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2990 +[2025-02-27 00:28:55,587 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0325 +[2025-02-27 00:28:55,641 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0314 +[2025-02-27 00:28:55,667 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1160 +[2025-02-27 00:28:55,713 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6396 +[2025-02-27 00:28:55,750 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4810 +[2025-02-27 00:28:55,781 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0138 +[2025-02-27 00:28:55,809 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3352 +[2025-02-27 00:28:55,865 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2876 +[2025-02-27 00:28:55,906 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2123 +[2025-02-27 00:28:55,955 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3316 +[2025-02-27 00:28:56,003 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4627 +[2025-02-27 00:28:56,043 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1266 +[2025-02-27 00:28:56,093 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7290 +[2025-02-27 00:28:56,123 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8189 +[2025-02-27 00:28:56,177 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7694 +[2025-02-27 00:28:56,202 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9354 +[2025-02-27 00:28:57,685 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:28:57,685 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:28:57,686 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] wall : 0.7845 0.9361 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] floor : 0.9558 0.9850 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] cabinet : 0.4464 0.7118 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] bed : 0.6549 0.8310 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] chair : 0.8097 0.8745 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] sofa : 0.6442 0.8743 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] table : 0.6028 0.7367 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] door : 0.4719 0.6341 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] window : 0.4800 0.6144 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] bookshelf : 0.3757 0.3940 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] picture : 0.3063 0.3753 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] counter : 0.4258 0.5232 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] desk : 0.4397 0.6350 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] curtain : 0.4894 0.5474 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] refridgerator : 0.3777 0.4576 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] shower curtain : 0.2481 0.2687 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] toilet : 0.7337 0.7809 +[2025-02-27 00:28:57,686 INFO hook.py line 232 3738285] sink : 0.3843 0.4195 +[2025-02-27 00:28:57,687 INFO hook.py line 232 3738285] bathtub : 0.7547 0.9024 +[2025-02-27 00:28:57,687 INFO hook.py line 232 3738285] otherfurniture : 0.2396 0.2817 +[2025-02-27 00:28:57,687 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:28:57,687 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5313/0.6392/0.8309. +[2025-02-27 00:28:57,687 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:28:57,689 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5322 +[2025-02-27 00:28:57,690 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:29:07,404 INFO misc.py line 135 3738285] Train result: loss: 0.2720 +[2025-02-27 00:29:07,463 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:29:26,002 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.9016 +[2025-02-27 00:29:27,146 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6096 +[2025-02-27 00:29:27,179 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.4815 +[2025-02-27 00:29:27,243 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6119 +[2025-02-27 00:29:27,284 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7637 +[2025-02-27 00:29:27,344 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4613 +[2025-02-27 00:29:27,397 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5023 +[2025-02-27 00:29:27,437 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3708 +[2025-02-27 00:29:27,481 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3849 +[2025-02-27 00:29:27,529 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1388 +[2025-02-27 00:29:27,577 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1464 +[2025-02-27 00:29:27,612 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2349 +[2025-02-27 00:29:27,660 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6628 +[2025-02-27 00:29:27,698 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.1305 +[2025-02-27 00:29:27,737 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3753 +[2025-02-27 00:29:27,781 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6196 +[2025-02-27 00:29:27,817 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6519 +[2025-02-27 00:29:27,851 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3472 +[2025-02-27 00:29:27,895 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0053 +[2025-02-27 00:29:27,926 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0153 +[2025-02-27 00:29:27,967 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2582 +[2025-02-27 00:29:28,006 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4424 +[2025-02-27 00:29:28,032 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1232 +[2025-02-27 00:29:28,076 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9190 +[2025-02-27 00:29:28,113 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7060 +[2025-02-27 00:29:28,161 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1200 +[2025-02-27 00:29:28,212 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0569 +[2025-02-27 00:29:28,244 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6891 +[2025-02-27 00:29:28,275 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2916 +[2025-02-27 00:29:28,327 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6478 +[2025-02-27 00:29:28,380 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6700 +[2025-02-27 00:29:28,412 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4683 +[2025-02-27 00:29:28,462 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6052 +[2025-02-27 00:29:28,498 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0575 +[2025-02-27 00:29:28,535 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0064 +[2025-02-27 00:29:28,576 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1669 +[2025-02-27 00:29:28,620 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.3258 +[2025-02-27 00:29:28,651 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2369 +[2025-02-27 00:29:28,711 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6436 +[2025-02-27 00:29:28,752 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6029 +[2025-02-27 00:29:28,798 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3578 +[2025-02-27 00:29:28,837 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1247 +[2025-02-27 00:29:28,873 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8766 +[2025-02-27 00:29:28,923 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5825 +[2025-02-27 00:29:28,953 INFO hook.py line 289 3738285] Test: [45/78] Loss 0.9999 +[2025-02-27 00:29:28,998 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.8130 +[2025-02-27 00:29:29,038 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0363 +[2025-02-27 00:29:29,068 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1365 +[2025-02-27 00:29:29,100 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.6093 +[2025-02-27 00:29:29,132 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1214 +[2025-02-27 00:29:29,159 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8345 +[2025-02-27 00:29:29,190 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9469 +[2025-02-27 00:29:29,215 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1835 +[2025-02-27 00:29:29,249 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0247 +[2025-02-27 00:29:29,285 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0460 +[2025-02-27 00:29:29,324 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5209 +[2025-02-27 00:29:29,355 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6594 +[2025-02-27 00:29:29,382 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4627 +[2025-02-27 00:29:29,418 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1680 +[2025-02-27 00:29:29,450 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4578 +[2025-02-27 00:29:29,473 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5098 +[2025-02-27 00:29:29,505 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2948 +[2025-02-27 00:29:29,539 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0455 +[2025-02-27 00:29:29,595 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0351 +[2025-02-27 00:29:29,625 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1104 +[2025-02-27 00:29:29,665 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6404 +[2025-02-27 00:29:29,701 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4167 +[2025-02-27 00:29:29,734 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0191 +[2025-02-27 00:29:29,763 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3600 +[2025-02-27 00:29:29,818 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2621 +[2025-02-27 00:29:29,858 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2306 +[2025-02-27 00:29:29,907 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3220 +[2025-02-27 00:29:29,954 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4662 +[2025-02-27 00:29:29,994 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1376 +[2025-02-27 00:29:30,043 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7239 +[2025-02-27 00:29:30,073 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8603 +[2025-02-27 00:29:30,126 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7620 +[2025-02-27 00:29:30,151 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9330 +[2025-02-27 00:29:31,984 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:29:31,987 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:29:31,987 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] wall : 0.7848 0.9363 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] floor : 0.9558 0.9850 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] cabinet : 0.4470 0.7108 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] bed : 0.6538 0.8315 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] chair : 0.8104 0.8750 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] sofa : 0.6451 0.8756 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] table : 0.6021 0.7377 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] door : 0.4719 0.6351 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] window : 0.4798 0.6141 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] bookshelf : 0.3721 0.3904 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] picture : 0.3031 0.3732 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] counter : 0.4264 0.5240 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] desk : 0.4395 0.6335 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] curtain : 0.4887 0.5473 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] refridgerator : 0.3711 0.4488 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] shower curtain : 0.2498 0.2697 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] toilet : 0.7385 0.7825 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] sink : 0.3857 0.4219 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] bathtub : 0.7602 0.9042 +[2025-02-27 00:29:31,988 INFO hook.py line 232 3738285] otherfurniture : 0.2386 0.2808 +[2025-02-27 00:29:31,988 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:29:31,989 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5312/0.6389/0.8308. +[2025-02-27 00:29:31,989 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:29:31,990 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5322 +[2025-02-27 00:29:31,990 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:29:40,436 INFO misc.py line 135 3738285] Train result: loss: 0.2680 +[2025-02-27 00:29:40,497 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:29:59,665 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8869 +[2025-02-27 00:29:59,822 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6109 +[2025-02-27 00:29:59,858 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5245 +[2025-02-27 00:29:59,910 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6125 +[2025-02-27 00:29:59,952 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7507 +[2025-02-27 00:30:00,008 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4656 +[2025-02-27 00:30:00,376 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.5023 +[2025-02-27 00:30:00,411 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3619 +[2025-02-27 00:30:00,458 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3641 +[2025-02-27 00:30:00,501 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1245 +[2025-02-27 00:30:00,546 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1691 +[2025-02-27 00:30:00,576 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2070 +[2025-02-27 00:30:00,634 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6553 +[2025-02-27 00:30:00,672 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.0916 +[2025-02-27 00:30:00,881 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3881 +[2025-02-27 00:30:00,934 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.6066 +[2025-02-27 00:30:00,972 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6629 +[2025-02-27 00:30:01,003 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3928 +[2025-02-27 00:30:01,042 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0233 +[2025-02-27 00:30:01,074 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0327 +[2025-02-27 00:30:01,118 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2618 +[2025-02-27 00:30:01,165 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4244 +[2025-02-27 00:30:01,207 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1471 +[2025-02-27 00:30:01,264 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9606 +[2025-02-27 00:30:01,303 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.6838 +[2025-02-27 00:30:01,347 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1527 +[2025-02-27 00:30:01,395 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0431 +[2025-02-27 00:30:01,429 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6994 +[2025-02-27 00:30:01,471 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2956 +[2025-02-27 00:30:01,520 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6463 +[2025-02-27 00:30:01,574 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6793 +[2025-02-27 00:30:01,610 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4423 +[2025-02-27 00:30:01,659 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.6094 +[2025-02-27 00:30:01,696 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0348 +[2025-02-27 00:30:01,733 INFO hook.py line 289 3738285] Test: [35/78] Loss 1.0164 +[2025-02-27 00:30:01,774 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1603 +[2025-02-27 00:30:01,821 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2907 +[2025-02-27 00:30:01,861 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2353 +[2025-02-27 00:30:01,919 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6470 +[2025-02-27 00:30:01,964 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6100 +[2025-02-27 00:30:02,010 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3892 +[2025-02-27 00:30:02,050 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1314 +[2025-02-27 00:30:02,101 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8840 +[2025-02-27 00:30:02,153 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5928 +[2025-02-27 00:30:02,186 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0125 +[2025-02-27 00:30:02,235 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7992 +[2025-02-27 00:30:02,273 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0352 +[2025-02-27 00:30:02,304 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1195 +[2025-02-27 00:30:02,334 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5837 +[2025-02-27 00:30:02,365 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1450 +[2025-02-27 00:30:02,393 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8340 +[2025-02-27 00:30:02,424 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.8995 +[2025-02-27 00:30:02,449 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.1882 +[2025-02-27 00:30:02,483 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0276 +[2025-02-27 00:30:02,518 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0440 +[2025-02-27 00:30:02,562 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5123 +[2025-02-27 00:30:02,594 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6620 +[2025-02-27 00:30:02,623 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4630 +[2025-02-27 00:30:02,660 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.2096 +[2025-02-27 00:30:02,692 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4570 +[2025-02-27 00:30:02,716 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5009 +[2025-02-27 00:30:02,748 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2863 +[2025-02-27 00:30:02,782 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0840 +[2025-02-27 00:30:02,836 INFO hook.py line 289 3738285] Test: [64/78] Loss 2.0913 +[2025-02-27 00:30:02,862 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.1050 +[2025-02-27 00:30:02,901 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6310 +[2025-02-27 00:30:02,937 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4139 +[2025-02-27 00:30:02,969 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0207 +[2025-02-27 00:30:02,997 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3568 +[2025-02-27 00:30:03,053 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2924 +[2025-02-27 00:30:03,094 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2851 +[2025-02-27 00:30:03,142 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3323 +[2025-02-27 00:30:03,190 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4600 +[2025-02-27 00:30:03,230 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1340 +[2025-02-27 00:30:03,279 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7107 +[2025-02-27 00:30:03,308 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8582 +[2025-02-27 00:30:03,361 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7338 +[2025-02-27 00:30:03,386 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9394 +[2025-02-27 00:30:04,929 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:30:04,931 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:30:04,933 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:30:04,933 INFO hook.py line 232 3738285] wall : 0.7844 0.9356 +[2025-02-27 00:30:04,934 INFO hook.py line 232 3738285] floor : 0.9557 0.9850 +[2025-02-27 00:30:04,935 INFO hook.py line 232 3738285] cabinet : 0.4473 0.7107 +[2025-02-27 00:30:04,936 INFO hook.py line 232 3738285] bed : 0.6531 0.8314 +[2025-02-27 00:30:04,937 INFO hook.py line 232 3738285] chair : 0.8105 0.8750 +[2025-02-27 00:30:04,937 INFO hook.py line 232 3738285] sofa : 0.6448 0.8754 +[2025-02-27 00:30:04,938 INFO hook.py line 232 3738285] table : 0.6027 0.7397 +[2025-02-27 00:30:04,938 INFO hook.py line 232 3738285] door : 0.4717 0.6365 +[2025-02-27 00:30:04,938 INFO hook.py line 232 3738285] window : 0.4784 0.6118 +[2025-02-27 00:30:04,938 INFO hook.py line 232 3738285] bookshelf : 0.3727 0.3902 +[2025-02-27 00:30:04,938 INFO hook.py line 232 3738285] picture : 0.3049 0.3731 +[2025-02-27 00:30:04,939 INFO hook.py line 232 3738285] counter : 0.4262 0.5261 +[2025-02-27 00:30:04,939 INFO hook.py line 232 3738285] desk : 0.4371 0.6295 +[2025-02-27 00:30:04,939 INFO hook.py line 232 3738285] curtain : 0.4874 0.5450 +[2025-02-27 00:30:04,940 INFO hook.py line 232 3738285] refridgerator : 0.3762 0.4571 +[2025-02-27 00:30:04,940 INFO hook.py line 232 3738285] shower curtain : 0.2513 0.2722 +[2025-02-27 00:30:04,941 INFO hook.py line 232 3738285] toilet : 0.7335 0.7790 +[2025-02-27 00:30:04,941 INFO hook.py line 232 3738285] sink : 0.3831 0.4192 +[2025-02-27 00:30:04,942 INFO hook.py line 232 3738285] bathtub : 0.7579 0.9014 +[2025-02-27 00:30:04,943 INFO hook.py line 232 3738285] otherfurniture : 0.2409 0.2836 +[2025-02-27 00:30:04,943 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:30:04,943 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5310/0.6389/0.8307. +[2025-02-27 00:30:04,944 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:30:04,946 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5322 +[2025-02-27 00:30:04,947 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:30:14,547 INFO misc.py line 135 3738285] Train result: loss: 0.2672 +[2025-02-27 00:30:14,609 INFO hook.py line 242 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:30:35,068 INFO hook.py line 289 3738285] Test: [1/78] Loss 0.8998 +[2025-02-27 00:30:35,112 INFO hook.py line 289 3738285] Test: [2/78] Loss 0.6146 +[2025-02-27 00:30:35,147 INFO hook.py line 289 3738285] Test: [3/78] Loss 0.5336 +[2025-02-27 00:30:35,196 INFO hook.py line 289 3738285] Test: [4/78] Loss 0.6211 +[2025-02-27 00:30:35,234 INFO hook.py line 289 3738285] Test: [5/78] Loss 0.7631 +[2025-02-27 00:30:35,286 INFO hook.py line 289 3738285] Test: [6/78] Loss 1.4621 +[2025-02-27 00:30:35,333 INFO hook.py line 289 3738285] Test: [7/78] Loss 0.4961 +[2025-02-27 00:30:35,359 INFO hook.py line 289 3738285] Test: [8/78] Loss 0.3632 +[2025-02-27 00:30:35,400 INFO hook.py line 289 3738285] Test: [9/78] Loss 1.3998 +[2025-02-27 00:30:35,435 INFO hook.py line 289 3738285] Test: [10/78] Loss 1.1434 +[2025-02-27 00:30:35,488 INFO hook.py line 289 3738285] Test: [11/78] Loss 1.1218 +[2025-02-27 00:30:35,523 INFO hook.py line 289 3738285] Test: [12/78] Loss 1.2357 +[2025-02-27 00:30:35,568 INFO hook.py line 289 3738285] Test: [13/78] Loss 4.6989 +[2025-02-27 00:30:35,611 INFO hook.py line 289 3738285] Test: [14/78] Loss 3.1040 +[2025-02-27 00:30:35,646 INFO hook.py line 289 3738285] Test: [15/78] Loss 2.3962 +[2025-02-27 00:30:35,853 INFO hook.py line 289 3738285] Test: [16/78] Loss 0.5748 +[2025-02-27 00:30:35,888 INFO hook.py line 289 3738285] Test: [17/78] Loss 1.6829 +[2025-02-27 00:30:35,925 INFO hook.py line 289 3738285] Test: [18/78] Loss 1.3500 +[2025-02-27 00:30:35,965 INFO hook.py line 289 3738285] Test: [19/78] Loss 1.0187 +[2025-02-27 00:30:35,997 INFO hook.py line 289 3738285] Test: [20/78] Loss 1.0231 +[2025-02-27 00:30:36,030 INFO hook.py line 289 3738285] Test: [21/78] Loss 0.2644 +[2025-02-27 00:30:36,069 INFO hook.py line 289 3738285] Test: [22/78] Loss 2.4226 +[2025-02-27 00:30:36,099 INFO hook.py line 289 3738285] Test: [23/78] Loss 1.1298 +[2025-02-27 00:30:36,144 INFO hook.py line 289 3738285] Test: [24/78] Loss 0.9481 +[2025-02-27 00:30:36,196 INFO hook.py line 289 3738285] Test: [25/78] Loss 0.7062 +[2025-02-27 00:30:36,236 INFO hook.py line 289 3738285] Test: [26/78] Loss 1.1294 +[2025-02-27 00:30:36,287 INFO hook.py line 289 3738285] Test: [27/78] Loss 3.0571 +[2025-02-27 00:30:36,322 INFO hook.py line 289 3738285] Test: [28/78] Loss 3.6923 +[2025-02-27 00:30:36,356 INFO hook.py line 289 3738285] Test: [29/78] Loss 0.2965 +[2025-02-27 00:30:36,409 INFO hook.py line 289 3738285] Test: [30/78] Loss 1.6342 +[2025-02-27 00:30:36,463 INFO hook.py line 289 3738285] Test: [31/78] Loss 0.6734 +[2025-02-27 00:30:36,504 INFO hook.py line 289 3738285] Test: [32/78] Loss 3.4697 +[2025-02-27 00:30:36,553 INFO hook.py line 289 3738285] Test: [33/78] Loss 0.5928 +[2025-02-27 00:30:36,604 INFO hook.py line 289 3738285] Test: [34/78] Loss 1.0905 +[2025-02-27 00:30:36,648 INFO hook.py line 289 3738285] Test: [35/78] Loss 0.9922 +[2025-02-27 00:30:36,685 INFO hook.py line 289 3738285] Test: [36/78] Loss 1.1597 +[2025-02-27 00:30:36,720 INFO hook.py line 289 3738285] Test: [37/78] Loss 1.2991 +[2025-02-27 00:30:36,759 INFO hook.py line 289 3738285] Test: [38/78] Loss 0.2491 +[2025-02-27 00:30:36,824 INFO hook.py line 289 3738285] Test: [39/78] Loss 2.6464 +[2025-02-27 00:30:36,870 INFO hook.py line 289 3738285] Test: [40/78] Loss 2.6064 +[2025-02-27 00:30:36,911 INFO hook.py line 289 3738285] Test: [41/78] Loss 1.3503 +[2025-02-27 00:30:36,936 INFO hook.py line 289 3738285] Test: [42/78] Loss 0.1272 +[2025-02-27 00:30:36,974 INFO hook.py line 289 3738285] Test: [43/78] Loss 0.8642 +[2025-02-27 00:30:37,025 INFO hook.py line 289 3738285] Test: [44/78] Loss 0.5741 +[2025-02-27 00:30:37,061 INFO hook.py line 289 3738285] Test: [45/78] Loss 1.0186 +[2025-02-27 00:30:37,110 INFO hook.py line 289 3738285] Test: [46/78] Loss 0.7989 +[2025-02-27 00:30:37,146 INFO hook.py line 289 3738285] Test: [47/78] Loss 2.0976 +[2025-02-27 00:30:37,177 INFO hook.py line 289 3738285] Test: [48/78] Loss 1.1653 +[2025-02-27 00:30:37,207 INFO hook.py line 289 3738285] Test: [49/78] Loss 2.5968 +[2025-02-27 00:30:37,237 INFO hook.py line 289 3738285] Test: [50/78] Loss 1.1017 +[2025-02-27 00:30:37,265 INFO hook.py line 289 3738285] Test: [51/78] Loss 0.8230 +[2025-02-27 00:30:37,296 INFO hook.py line 289 3738285] Test: [52/78] Loss 0.9124 +[2025-02-27 00:30:37,321 INFO hook.py line 289 3738285] Test: [53/78] Loss 1.2224 +[2025-02-27 00:30:37,354 INFO hook.py line 289 3738285] Test: [54/78] Loss 2.0446 +[2025-02-27 00:30:37,389 INFO hook.py line 289 3738285] Test: [55/78] Loss 0.0445 +[2025-02-27 00:30:37,427 INFO hook.py line 289 3738285] Test: [56/78] Loss 0.5163 +[2025-02-27 00:30:37,458 INFO hook.py line 289 3738285] Test: [57/78] Loss 0.6678 +[2025-02-27 00:30:37,484 INFO hook.py line 289 3738285] Test: [58/78] Loss 0.4693 +[2025-02-27 00:30:37,520 INFO hook.py line 289 3738285] Test: [59/78] Loss 1.1966 +[2025-02-27 00:30:37,552 INFO hook.py line 289 3738285] Test: [60/78] Loss 1.4725 +[2025-02-27 00:30:37,574 INFO hook.py line 289 3738285] Test: [61/78] Loss 4.5092 +[2025-02-27 00:30:37,606 INFO hook.py line 289 3738285] Test: [62/78] Loss 1.2988 +[2025-02-27 00:30:37,639 INFO hook.py line 289 3738285] Test: [63/78] Loss 1.0843 +[2025-02-27 00:30:37,694 INFO hook.py line 289 3738285] Test: [64/78] Loss 1.9735 +[2025-02-27 00:30:37,720 INFO hook.py line 289 3738285] Test: [65/78] Loss 1.0997 +[2025-02-27 00:30:37,759 INFO hook.py line 289 3738285] Test: [66/78] Loss 0.6385 +[2025-02-27 00:30:37,795 INFO hook.py line 289 3738285] Test: [67/78] Loss 1.4767 +[2025-02-27 00:30:37,827 INFO hook.py line 289 3738285] Test: [68/78] Loss 1.0206 +[2025-02-27 00:30:37,856 INFO hook.py line 289 3738285] Test: [69/78] Loss 0.3417 +[2025-02-27 00:30:37,911 INFO hook.py line 289 3738285] Test: [70/78] Loss 1.2940 +[2025-02-27 00:30:37,956 INFO hook.py line 289 3738285] Test: [71/78] Loss 2.2687 +[2025-02-27 00:30:38,004 INFO hook.py line 289 3738285] Test: [72/78] Loss 0.3312 +[2025-02-27 00:30:38,050 INFO hook.py line 289 3738285] Test: [73/78] Loss 1.4751 +[2025-02-27 00:30:38,090 INFO hook.py line 289 3738285] Test: [74/78] Loss 2.1577 +[2025-02-27 00:30:38,138 INFO hook.py line 289 3738285] Test: [75/78] Loss 0.7246 +[2025-02-27 00:30:38,166 INFO hook.py line 289 3738285] Test: [76/78] Loss 0.8674 +[2025-02-27 00:30:38,219 INFO hook.py line 289 3738285] Test: [77/78] Loss 0.7765 +[2025-02-27 00:30:38,244 INFO hook.py line 289 3738285] Test: [78/78] Loss 0.9290 +[2025-02-27 00:30:39,767 INFO hook.py line 217 3738285] ######################################## +[2025-02-27 00:30:39,767 INFO hook.py line 222 3738285] what : mIoU Acc +[2025-02-27 00:30:39,767 INFO hook.py line 223 3738285] ######################################## +[2025-02-27 00:30:39,767 INFO hook.py line 232 3738285] wall : 0.7853 0.9359 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] floor : 0.9558 0.9849 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] cabinet : 0.4464 0.7109 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] bed : 0.6523 0.8310 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] chair : 0.8097 0.8743 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] sofa : 0.6433 0.8748 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] table : 0.6029 0.7392 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] door : 0.4729 0.6353 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] window : 0.4803 0.6158 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] bookshelf : 0.3727 0.3906 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] picture : 0.3046 0.3750 +[2025-02-27 00:30:39,768 INFO hook.py line 232 3738285] counter : 0.4290 0.5285 +[2025-02-27 00:30:39,769 INFO hook.py line 232 3738285] desk : 0.4388 0.6324 +[2025-02-27 00:30:39,769 INFO hook.py line 232 3738285] curtain : 0.4902 0.5472 +[2025-02-27 00:30:39,769 INFO hook.py line 232 3738285] refridgerator : 0.3710 0.4493 +[2025-02-27 00:30:39,769 INFO hook.py line 232 3738285] shower curtain : 0.2493 0.2698 +[2025-02-27 00:30:39,769 INFO hook.py line 232 3738285] toilet : 0.7362 0.7818 +[2025-02-27 00:30:39,769 INFO hook.py line 232 3738285] sink : 0.3866 0.4227 +[2025-02-27 00:30:39,771 INFO hook.py line 232 3738285] bathtub : 0.7559 0.9025 +[2025-02-27 00:30:39,771 INFO hook.py line 232 3738285] otherfurniture : 0.2395 0.2826 +[2025-02-27 00:30:39,772 INFO hook.py line 233 3738285] ######################################## +[2025-02-27 00:30:39,772 INFO hook.py line 234 3738285] Overall: mIoU/mAcc/allAcc 0.5311/0.6392/0.8308. +[2025-02-27 00:30:39,772 INFO hook.py line 306 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 00:30:39,776 INFO misc.py line 164 3738285] Currently Best mIoU: 0.5322 +[2025-02-27 00:30:39,777 INFO misc.py line 173 3738285] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr5/model/model_last.pth +[2025-02-27 00:30:40,471 INFO hook.py line 312 3738285] Best mIoU: 0.5322 +[2025-02-27 00:30:40,472 INFO misc.py line 259 3738285] >>>>>>>>>>>>>>>> Start Precise Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:30:40,472 INFO test.py line 41 3738285] => Loading config ... +[2025-02-27 00:30:40,472 INFO test.py line 53 3738285] => Building test dataset & dataloader ... +[2025-02-27 00:30:40,473 INFO defaults.py line 68 3738285] Totally 312 x 1 samples in val set. +[2025-02-27 00:30:40,473 INFO misc.py line 270 3738285] => Testing on model_best ... +[2025-02-27 00:30:40,776 INFO test.py line 119 3738285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 00:30:53,033 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 0/109 +[2025-02-27 00:30:53,054 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 1/109 +[2025-02-27 00:30:53,072 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 2/109 +[2025-02-27 00:30:53,089 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 3/109 +[2025-02-27 00:30:53,106 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 4/109 +[2025-02-27 00:30:53,123 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 5/109 +[2025-02-27 00:30:53,139 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 6/109 +[2025-02-27 00:30:53,156 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 7/109 +[2025-02-27 00:30:53,173 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 8/109 +[2025-02-27 00:30:53,192 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 9/109 +[2025-02-27 00:30:53,209 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 10/109 +[2025-02-27 00:30:53,226 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 11/109 +[2025-02-27 00:30:53,243 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 12/109 +[2025-02-27 00:30:53,262 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 13/109 +[2025-02-27 00:30:53,281 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 14/109 +[2025-02-27 00:30:53,299 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 15/109 +[2025-02-27 00:30:53,317 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 16/109 +[2025-02-27 00:30:53,334 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 17/109 +[2025-02-27 00:30:53,352 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 18/109 +[2025-02-27 00:30:53,369 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 19/109 +[2025-02-27 00:30:53,386 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 20/109 +[2025-02-27 00:30:53,402 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 21/109 +[2025-02-27 00:30:53,424 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 22/109 +[2025-02-27 00:30:53,445 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 23/109 +[2025-02-27 00:30:53,466 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 24/109 +[2025-02-27 00:30:53,488 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 25/109 +[2025-02-27 00:30:53,509 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 26/109 +[2025-02-27 00:30:53,532 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 27/109 +[2025-02-27 00:30:53,554 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 28/109 +[2025-02-27 00:30:53,576 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 29/109 +[2025-02-27 00:30:53,598 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 30/109 +[2025-02-27 00:30:53,620 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 31/109 +[2025-02-27 00:30:53,641 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 32/109 +[2025-02-27 00:30:53,664 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 33/109 +[2025-02-27 00:30:53,688 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 34/109 +[2025-02-27 00:30:53,710 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 35/109 +[2025-02-27 00:30:53,731 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 36/109 +[2025-02-27 00:30:53,753 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 37/109 +[2025-02-27 00:30:53,776 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 38/109 +[2025-02-27 00:30:53,798 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 39/109 +[2025-02-27 00:30:53,820 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 40/109 +[2025-02-27 00:30:53,842 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 41/109 +[2025-02-27 00:30:53,864 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 42/109 +[2025-02-27 00:30:53,885 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 43/109 +[2025-02-27 00:30:53,907 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 44/109 +[2025-02-27 00:30:53,929 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 45/109 +[2025-02-27 00:30:53,950 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:30:54,196 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 57/109 +[2025-02-27 00:30:54,219 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 58/109 +[2025-02-27 00:30:54,243 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 59/109 +[2025-02-27 00:30:54,267 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 60/109 +[2025-02-27 00:30:54,290 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 61/109 +[2025-02-27 00:30:54,312 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 62/109 +[2025-02-27 00:30:54,334 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 63/109 +[2025-02-27 00:30:54,356 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 64/109 +[2025-02-27 00:30:54,378 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 65/109 +[2025-02-27 00:30:54,400 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 66/109 +[2025-02-27 00:30:54,422 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 67/109 +[2025-02-27 00:30:54,444 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 68/109 +[2025-02-27 00:30:54,465 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 69/109 +[2025-02-27 00:30:54,487 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 70/109 +[2025-02-27 00:30:54,509 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 71/109 +[2025-02-27 00:30:54,532 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 72/109 +[2025-02-27 00:30:54,553 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 73/109 +[2025-02-27 00:30:54,576 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 74/109 +[2025-02-27 00:30:54,601 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 75/109 +[2025-02-27 00:30:54,624 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 76/109 +[2025-02-27 00:30:54,646 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:30:54,893 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 88/109 +[2025-02-27 00:30:54,916 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 89/109 +[2025-02-27 00:30:54,938 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 90/109 +[2025-02-27 00:30:54,959 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 91/109 +[2025-02-27 00:30:54,986 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 92/109 +[2025-02-27 00:30:55,016 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 93/109 +[2025-02-27 00:30:55,037 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 94/109 +[2025-02-27 00:30:55,058 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 95/109 +[2025-02-27 00:30:55,080 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 96/109 +[2025-02-27 00:30:55,102 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 97/109 +[2025-02-27 00:30:55,125 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 98/109 +[2025-02-27 00:30:55,146 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 99/109 +[2025-02-27 00:30:55,167 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 100/109 +[2025-02-27 00:30:55,189 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 101/109 +[2025-02-27 00:30:55,214 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 102/109 +[2025-02-27 00:30:55,236 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 103/109 +[2025-02-27 00:30:55,258 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 104/109 +[2025-02-27 00:30:55,280 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 105/109 +[2025-02-27 00:30:55,302 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 106/109 +[2025-02-27 00:30:55,324 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 107/109 +[2025-02-27 00:30:55,346 INFO test.py line 201 3738285] Test: 1/78-scene0406_02, Batch: 108/109 +[2025-02-27 00:30:55,393 INFO test.py line 289 3738285] Test: scene0406_02 [1/78]-41752 Batch 2.388 (2.388) Accuracy 0.8625 (0.4157) mIoU 0.6370 (0.3822) +[2025-02-27 00:30:57,485 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 0/134 +[2025-02-27 00:30:57,526 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 1/134 +[2025-02-27 00:30:57,566 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 2/134 +[2025-02-27 00:30:57,604 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 3/134 +[2025-02-27 00:30:57,643 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 4/134 +[2025-02-27 00:30:57,681 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 5/134 +[2025-02-27 00:30:57,717 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 6/134 +[2025-02-27 00:30:57,759 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 7/134 +[2025-02-27 00:30:57,794 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 8/134 +[2025-02-27 00:30:57,835 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 9/134 +[2025-02-27 00:30:57,875 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 10/134 +[2025-02-27 00:30:57,915 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 11/134 +[2025-02-27 00:30:57,956 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 12/134 +[2025-02-27 00:30:57,990 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 13/134 +[2025-02-27 00:30:58,024 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 14/134 +[2025-02-27 00:30:58,059 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 15/134 +[2025-02-27 00:30:58,127 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 16/134 +[2025-02-27 00:30:58,211 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 17/134 +[2025-02-27 00:30:58,377 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 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+[2025-02-27 00:30:59,537 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 50/134 +[2025-02-27 00:30:59,569 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 51/134 +[2025-02-27 00:30:59,601 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 52/134 +[2025-02-27 00:30:59,634 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 53/134 +[2025-02-27 00:30:59,666 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 54/134 +[2025-02-27 00:30:59,699 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 55/134 +[2025-02-27 00:30:59,732 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 56/134 +[2025-02-27 00:30:59,767 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 57/134 +[2025-02-27 00:30:59,802 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 58/134 +[2025-02-27 00:30:59,844 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 59/134 +[2025-02-27 00:30:59,885 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 60/134 +[2025-02-27 00:30:59,928 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 61/134 +[2025-02-27 00:30:59,970 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 62/134 +[2025-02-27 00:31:00,017 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 63/134 +[2025-02-27 00:31:00,056 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 64/134 +[2025-02-27 00:31:00,094 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 65/134 +[2025-02-27 00:31:00,137 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 66/134 +[2025-02-27 00:31:00,191 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 67/134 +[2025-02-27 00:31:00,240 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 68/134 +[2025-02-27 00:31:00,444 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 69/134 +[2025-02-27 00:31:00,636 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:01,598 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 81/134 +[2025-02-27 00:31:01,629 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 82/134 +[2025-02-27 00:31:01,663 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 83/134 +[2025-02-27 00:31:01,697 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 84/134 +[2025-02-27 00:31:01,734 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 85/134 +[2025-02-27 00:31:01,766 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 86/134 +[2025-02-27 00:31:01,800 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 87/134 +[2025-02-27 00:31:01,838 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 88/134 +[2025-02-27 00:31:01,875 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 89/134 +[2025-02-27 00:31:01,909 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 90/134 +[2025-02-27 00:31:01,942 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 91/134 +[2025-02-27 00:31:01,978 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 92/134 +[2025-02-27 00:31:02,013 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 93/134 +[2025-02-27 00:31:02,052 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 94/134 +[2025-02-27 00:31:02,085 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 95/134 +[2025-02-27 00:31:02,119 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 96/134 +[2025-02-27 00:31:02,154 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 97/134 +[2025-02-27 00:31:02,187 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 98/134 +[2025-02-27 00:31:02,220 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 99/134 +[2025-02-27 00:31:02,264 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 100/134 +[2025-02-27 00:31:02,298 INFO test.py line 201 3738285] Test: 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00:31:03,046 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 122/134 +[2025-02-27 00:31:03,084 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 123/134 +[2025-02-27 00:31:03,118 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 124/134 +[2025-02-27 00:31:03,151 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 125/134 +[2025-02-27 00:31:03,185 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 126/134 +[2025-02-27 00:31:03,231 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 127/134 +[2025-02-27 00:31:03,267 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 128/134 +[2025-02-27 00:31:03,316 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 129/134 +[2025-02-27 00:31:03,366 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 130/134 +[2025-02-27 00:31:03,410 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 131/134 +[2025-02-27 00:31:03,455 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 132/134 +[2025-02-27 00:31:03,497 INFO test.py line 201 3738285] Test: 2/78-scene0593_00, Batch: 133/134 +[2025-02-27 00:31:03,784 INFO test.py line 289 3738285] Test: scene0593_00 [2/78]-211902 Batch 6.345 (4.366) Accuracy 0.9213 (0.5015) mIoU 0.4090 (0.4755) +[2025-02-27 00:31:03,814 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 0/143 +[2025-02-27 00:31:03,843 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 1/143 +[2025-02-27 00:31:03,868 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 2/143 +[2025-02-27 00:31:03,892 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 3/143 +[2025-02-27 00:31:03,921 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 4/143 +[2025-02-27 00:31:03,948 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 5/143 +[2025-02-27 00:31:03,979 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 6/143 +[2025-02-27 00:31:04,004 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 7/143 +[2025-02-27 00:31:04,030 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 8/143 +[2025-02-27 00:31:04,054 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 9/143 +[2025-02-27 00:31:04,078 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 10/143 +[2025-02-27 00:31:04,102 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 11/143 +[2025-02-27 00:31:04,131 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 12/143 +[2025-02-27 00:31:04,168 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 13/143 +[2025-02-27 00:31:04,193 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 14/143 +[2025-02-27 00:31:04,216 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 15/143 +[2025-02-27 00:31:04,241 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 16/143 +[2025-02-27 00:31:04,266 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:04,553 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 28/143 +[2025-02-27 00:31:04,579 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 29/143 +[2025-02-27 00:31:04,602 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 30/143 +[2025-02-27 00:31:04,628 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 31/143 +[2025-02-27 00:31:04,653 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 32/143 +[2025-02-27 00:31:04,679 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 33/143 +[2025-02-27 00:31:04,704 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 34/143 +[2025-02-27 00:31:04,728 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 35/143 +[2025-02-27 00:31:04,755 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 36/143 +[2025-02-27 00:31:04,807 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 37/143 +[2025-02-27 00:31:04,831 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 38/143 +[2025-02-27 00:31:04,865 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 39/143 +[2025-02-27 00:31:04,892 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 40/143 +[2025-02-27 00:31:04,917 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 41/143 +[2025-02-27 00:31:04,943 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 42/143 +[2025-02-27 00:31:04,968 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 43/143 +[2025-02-27 00:31:04,991 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 44/143 +[2025-02-27 00:31:05,019 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 45/143 +[2025-02-27 00:31:05,043 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 46/143 +[2025-02-27 00:31:05,067 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 47/143 +[2025-02-27 00:31:05,093 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:05,379 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 59/143 +[2025-02-27 00:31:05,408 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 60/143 +[2025-02-27 00:31:05,434 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 61/143 +[2025-02-27 00:31:05,457 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 62/143 +[2025-02-27 00:31:05,482 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 63/143 +[2025-02-27 00:31:05,513 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 64/143 +[2025-02-27 00:31:05,548 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 65/143 +[2025-02-27 00:31:05,578 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 66/143 +[2025-02-27 00:31:05,607 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 67/143 +[2025-02-27 00:31:05,651 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 68/143 +[2025-02-27 00:31:05,689 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 69/143 +[2025-02-27 00:31:05,736 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 70/143 +[2025-02-27 00:31:05,768 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 71/143 +[2025-02-27 00:31:05,806 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 72/143 +[2025-02-27 00:31:05,837 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 73/143 +[2025-02-27 00:31:05,895 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 74/143 +[2025-02-27 00:31:05,932 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 75/143 +[2025-02-27 00:31:05,969 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 76/143 +[2025-02-27 00:31:06,005 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 77/143 +[2025-02-27 00:31:06,032 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 78/143 +[2025-02-27 00:31:06,058 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:06,349 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 90/143 +[2025-02-27 00:31:06,399 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 91/143 +[2025-02-27 00:31:06,425 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 92/143 +[2025-02-27 00:31:06,452 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 93/143 +[2025-02-27 00:31:06,479 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 94/143 +[2025-02-27 00:31:06,504 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 95/143 +[2025-02-27 00:31:06,532 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 96/143 +[2025-02-27 00:31:06,558 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 97/143 +[2025-02-27 00:31:06,583 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 98/143 +[2025-02-27 00:31:06,607 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 99/143 +[2025-02-27 00:31:06,635 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 100/143 +[2025-02-27 00:31:06,661 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 101/143 +[2025-02-27 00:31:06,687 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 102/143 +[2025-02-27 00:31:06,714 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 103/143 +[2025-02-27 00:31:06,742 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 104/143 +[2025-02-27 00:31:06,769 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 105/143 +[2025-02-27 00:31:06,797 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 106/143 +[2025-02-27 00:31:06,820 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 107/143 +[2025-02-27 00:31:06,847 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 108/143 +[2025-02-27 00:31:06,873 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 109/143 +[2025-02-27 00:31:06,898 INFO test.py line 201 3738285] Test: 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00:31:07,443 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 131/143 +[2025-02-27 00:31:07,467 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 132/143 +[2025-02-27 00:31:07,492 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 133/143 +[2025-02-27 00:31:07,516 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 134/143 +[2025-02-27 00:31:07,540 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 135/143 +[2025-02-27 00:31:07,566 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 136/143 +[2025-02-27 00:31:07,589 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 137/143 +[2025-02-27 00:31:07,614 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 138/143 +[2025-02-27 00:31:07,639 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 139/143 +[2025-02-27 00:31:07,663 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 140/143 +[2025-02-27 00:31:07,698 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 141/143 +[2025-02-27 00:31:07,723 INFO test.py line 201 3738285] Test: 3/78-scene0356_01, Batch: 142/143 +[2025-02-27 00:31:07,835 INFO test.py line 289 3738285] Test: scene0356_01 [3/78]-96610 Batch 4.050 (4.261) Accuracy 0.8845 (0.6256) mIoU 0.5361 (0.5556) +[2025-02-27 00:31:07,873 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 0/142 +[2025-02-27 00:31:07,900 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 1/142 +[2025-02-27 00:31:07,927 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 2/142 +[2025-02-27 00:31:07,956 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 3/142 +[2025-02-27 00:31:07,984 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 4/142 +[2025-02-27 00:31:08,011 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 5/142 +[2025-02-27 00:31:08,041 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 6/142 +[2025-02-27 00:31:08,070 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 7/142 +[2025-02-27 00:31:08,098 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 8/142 +[2025-02-27 00:31:08,129 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 9/142 +[2025-02-27 00:31:08,158 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 10/142 +[2025-02-27 00:31:08,185 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 11/142 +[2025-02-27 00:31:08,238 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 12/142 +[2025-02-27 00:31:08,266 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 13/142 +[2025-02-27 00:31:08,294 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 14/142 +[2025-02-27 00:31:08,322 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 15/142 +[2025-02-27 00:31:08,354 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 16/142 +[2025-02-27 00:31:08,381 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:08,684 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 28/142 +[2025-02-27 00:31:08,713 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 29/142 +[2025-02-27 00:31:08,740 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 30/142 +[2025-02-27 00:31:08,767 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 31/142 +[2025-02-27 00:31:08,793 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 32/142 +[2025-02-27 00:31:08,820 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 33/142 +[2025-02-27 00:31:08,852 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 34/142 +[2025-02-27 00:31:08,880 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 35/142 +[2025-02-27 00:31:08,907 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 36/142 +[2025-02-27 00:31:08,932 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 37/142 +[2025-02-27 00:31:08,958 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 38/142 +[2025-02-27 00:31:08,986 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 39/142 +[2025-02-27 00:31:09,011 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 40/142 +[2025-02-27 00:31:09,038 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 41/142 +[2025-02-27 00:31:09,064 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 42/142 +[2025-02-27 00:31:09,091 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 43/142 +[2025-02-27 00:31:09,118 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 44/142 +[2025-02-27 00:31:09,144 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 45/142 +[2025-02-27 00:31:09,170 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 46/142 +[2025-02-27 00:31:09,195 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 47/142 +[2025-02-27 00:31:09,222 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:09,515 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 59/142 +[2025-02-27 00:31:09,541 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 60/142 +[2025-02-27 00:31:09,574 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 61/142 +[2025-02-27 00:31:09,610 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 62/142 +[2025-02-27 00:31:09,643 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 63/142 +[2025-02-27 00:31:09,675 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 64/142 +[2025-02-27 00:31:09,709 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 65/142 +[2025-02-27 00:31:09,742 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 66/142 +[2025-02-27 00:31:09,777 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 67/142 +[2025-02-27 00:31:09,813 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 68/142 +[2025-02-27 00:31:09,848 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 69/142 +[2025-02-27 00:31:09,883 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 70/142 +[2025-02-27 00:31:09,917 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 71/142 +[2025-02-27 00:31:09,952 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 72/142 +[2025-02-27 00:31:09,988 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 73/142 +[2025-02-27 00:31:10,021 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 74/142 +[2025-02-27 00:31:10,050 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 75/142 +[2025-02-27 00:31:10,075 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 76/142 +[2025-02-27 00:31:10,101 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 77/142 +[2025-02-27 00:31:10,127 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 78/142 +[2025-02-27 00:31:10,154 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:10,500 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 90/142 +[2025-02-27 00:31:10,525 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 91/142 +[2025-02-27 00:31:10,550 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 92/142 +[2025-02-27 00:31:10,575 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 93/142 +[2025-02-27 00:31:10,603 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 94/142 +[2025-02-27 00:31:10,629 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 95/142 +[2025-02-27 00:31:10,656 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 96/142 +[2025-02-27 00:31:10,684 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 97/142 +[2025-02-27 00:31:10,718 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 98/142 +[2025-02-27 00:31:10,746 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 99/142 +[2025-02-27 00:31:10,774 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 100/142 +[2025-02-27 00:31:10,803 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 101/142 +[2025-02-27 00:31:10,831 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 102/142 +[2025-02-27 00:31:10,859 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 103/142 +[2025-02-27 00:31:10,894 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 104/142 +[2025-02-27 00:31:10,923 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 105/142 +[2025-02-27 00:31:10,952 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 106/142 +[2025-02-27 00:31:10,981 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 107/142 +[2025-02-27 00:31:11,008 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 108/142 +[2025-02-27 00:31:11,033 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 109/142 +[2025-02-27 00:31:11,059 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 110/142 +[2025-02-27 00:31:11,085 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 111/142 +[2025-02-27 00:31:11,110 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 112/142 +[2025-02-27 00:31:11,137 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 113/142 +[2025-02-27 00:31:11,163 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 114/142 +[2025-02-27 00:31:11,190 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 115/142 +[2025-02-27 00:31:11,217 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 116/142 +[2025-02-27 00:31:11,244 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 117/142 +[2025-02-27 00:31:11,273 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 118/142 +[2025-02-27 00:31:11,302 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 119/142 +[2025-02-27 00:31:11,330 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 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00:31:11,620 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 131/142 +[2025-02-27 00:31:11,647 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 132/142 +[2025-02-27 00:31:11,673 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 133/142 +[2025-02-27 00:31:11,699 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 134/142 +[2025-02-27 00:31:11,727 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 135/142 +[2025-02-27 00:31:11,753 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 136/142 +[2025-02-27 00:31:11,780 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 137/142 +[2025-02-27 00:31:11,807 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 138/142 +[2025-02-27 00:31:11,834 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 139/142 +[2025-02-27 00:31:11,860 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 140/142 +[2025-02-27 00:31:11,887 INFO test.py line 201 3738285] Test: 4/78-scene0578_02, Batch: 141/142 +[2025-02-27 00:31:12,034 INFO test.py line 289 3738285] Test: scene0578_02 [4/78]-128553 Batch 4.198 (4.245) Accuracy 0.9229 (0.6412) mIoU 0.5895 (0.5937) +[2025-02-27 00:31:12,063 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 0/113 +[2025-02-27 00:31:12,088 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 1/113 +[2025-02-27 00:31:12,111 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 2/113 +[2025-02-27 00:31:12,142 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 3/113 +[2025-02-27 00:31:12,167 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 4/113 +[2025-02-27 00:31:12,192 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 5/113 +[2025-02-27 00:31:12,216 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 6/113 +[2025-02-27 00:31:12,240 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 7/113 +[2025-02-27 00:31:12,265 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 8/113 +[2025-02-27 00:31:12,290 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 9/113 +[2025-02-27 00:31:12,314 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 10/113 +[2025-02-27 00:31:12,345 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 11/113 +[2025-02-27 00:31:12,370 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 12/113 +[2025-02-27 00:31:12,395 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 13/113 +[2025-02-27 00:31:12,417 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 14/113 +[2025-02-27 00:31:12,439 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 15/113 +[2025-02-27 00:31:12,461 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 16/113 +[2025-02-27 00:31:12,491 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 17/113 +[2025-02-27 00:31:12,514 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:12,801 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 29/113 +[2025-02-27 00:31:12,829 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 30/113 +[2025-02-27 00:31:12,853 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 31/113 +[2025-02-27 00:31:12,879 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 32/113 +[2025-02-27 00:31:12,904 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 33/113 +[2025-02-27 00:31:12,928 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 34/113 +[2025-02-27 00:31:12,951 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 35/113 +[2025-02-27 00:31:12,974 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 36/113 +[2025-02-27 00:31:12,996 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 37/113 +[2025-02-27 00:31:13,027 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 38/113 +[2025-02-27 00:31:13,055 INFO test.py 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line 201 3738285] Test: 5/78-scene0077_01, Batch: 70/113 +[2025-02-27 00:31:13,938 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 71/113 +[2025-02-27 00:31:13,961 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 72/113 +[2025-02-27 00:31:13,985 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 73/113 +[2025-02-27 00:31:14,008 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 74/113 +[2025-02-27 00:31:14,033 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 75/113 +[2025-02-27 00:31:14,056 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 76/113 +[2025-02-27 00:31:14,079 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 77/113 +[2025-02-27 00:31:14,102 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 78/113 +[2025-02-27 00:31:14,126 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 79/113 +[2025-02-27 00:31:14,151 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:14,421 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 91/113 +[2025-02-27 00:31:14,447 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 92/113 +[2025-02-27 00:31:14,470 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 93/113 +[2025-02-27 00:31:14,494 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 94/113 +[2025-02-27 00:31:14,518 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 95/113 +[2025-02-27 00:31:14,542 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 96/113 +[2025-02-27 00:31:14,565 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 97/113 +[2025-02-27 00:31:14,592 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 98/113 +[2025-02-27 00:31:14,617 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 99/113 +[2025-02-27 00:31:14,641 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 100/113 +[2025-02-27 00:31:14,664 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 101/113 +[2025-02-27 00:31:14,689 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 102/113 +[2025-02-27 00:31:14,712 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 103/113 +[2025-02-27 00:31:14,736 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 104/113 +[2025-02-27 00:31:14,758 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 105/113 +[2025-02-27 00:31:14,783 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 106/113 +[2025-02-27 00:31:14,805 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 107/113 +[2025-02-27 00:31:14,828 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 108/113 +[2025-02-27 00:31:14,851 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 109/113 +[2025-02-27 00:31:14,874 INFO test.py line 201 3738285] Test: 5/78-scene0077_01, Batch: 110/113 +[2025-02-27 00:31:14,897 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:16,213 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 49/121 +[2025-02-27 00:31:16,251 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 50/121 +[2025-02-27 00:31:16,275 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 51/121 +[2025-02-27 00:31:16,298 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 52/121 +[2025-02-27 00:31:16,322 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 53/121 +[2025-02-27 00:31:16,346 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 54/121 +[2025-02-27 00:31:16,369 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 55/121 +[2025-02-27 00:31:16,393 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 56/121 +[2025-02-27 00:31:16,415 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 57/121 +[2025-02-27 00:31:16,437 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 58/121 +[2025-02-27 00:31:16,460 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 59/121 +[2025-02-27 00:31:16,482 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 60/121 +[2025-02-27 00:31:16,505 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 61/121 +[2025-02-27 00:31:16,529 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 62/121 +[2025-02-27 00:31:16,552 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 63/121 +[2025-02-27 00:31:16,574 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 64/121 +[2025-02-27 00:31:16,598 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 65/121 +[2025-02-27 00:31:16,620 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 66/121 +[2025-02-27 00:31:16,642 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 67/121 +[2025-02-27 00:31:16,665 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 68/121 +[2025-02-27 00:31:16,689 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:16,944 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 80/121 +[2025-02-27 00:31:16,968 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 81/121 +[2025-02-27 00:31:16,991 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 82/121 +[2025-02-27 00:31:17,016 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 83/121 +[2025-02-27 00:31:17,039 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 84/121 +[2025-02-27 00:31:17,064 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 85/121 +[2025-02-27 00:31:17,088 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 86/121 +[2025-02-27 00:31:17,113 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 87/121 +[2025-02-27 00:31:17,139 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 88/121 +[2025-02-27 00:31:17,166 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 89/121 +[2025-02-27 00:31:17,194 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 90/121 +[2025-02-27 00:31:17,219 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 91/121 +[2025-02-27 00:31:17,246 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 92/121 +[2025-02-27 00:31:17,272 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 93/121 +[2025-02-27 00:31:17,315 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 94/121 +[2025-02-27 00:31:17,347 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 95/121 +[2025-02-27 00:31:17,371 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 96/121 +[2025-02-27 00:31:17,394 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 97/121 +[2025-02-27 00:31:17,419 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 98/121 +[2025-02-27 00:31:17,442 INFO test.py line 201 3738285] Test: 6/78-scene0382_01, Batch: 99/121 +[2025-02-27 00:31:17,466 INFO test.py line 201 3738285] Test: 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00:31:18,079 INFO test.py line 289 3738285] Test: scene0382_01 [6/78]-96933 Batch 3.048 (3.838) Accuracy 0.7698 (0.6287) mIoU 0.3027 (0.5562) +[2025-02-27 00:31:20,651 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 0/134 +[2025-02-27 00:31:20,701 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 1/134 +[2025-02-27 00:31:20,749 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 2/134 +[2025-02-27 00:31:20,797 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 3/134 +[2025-02-27 00:31:20,847 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 4/134 +[2025-02-27 00:31:20,899 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 5/134 +[2025-02-27 00:31:20,955 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 6/134 +[2025-02-27 00:31:21,010 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 7/134 +[2025-02-27 00:31:21,061 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 8/134 +[2025-02-27 00:31:21,112 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 9/134 +[2025-02-27 00:31:21,161 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 10/134 +[2025-02-27 00:31:21,206 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 11/134 +[2025-02-27 00:31:21,259 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 12/134 +[2025-02-27 00:31:21,304 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 13/134 +[2025-02-27 00:31:21,349 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 14/134 +[2025-02-27 00:31:21,394 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 15/134 +[2025-02-27 00:31:21,441 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 16/134 +[2025-02-27 00:31:21,490 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 17/134 +[2025-02-27 00:31:21,538 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 18/134 +[2025-02-27 00:31:21,585 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 19/134 +[2025-02-27 00:31:21,635 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 20/134 +[2025-02-27 00:31:21,680 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 21/134 +[2025-02-27 00:31:21,725 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 22/134 +[2025-02-27 00:31:21,770 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 23/134 +[2025-02-27 00:31:21,817 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 24/134 +[2025-02-27 00:31:21,873 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 25/134 +[2025-02-27 00:31:21,921 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 26/134 +[2025-02-27 00:31:21,969 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 27/134 +[2025-02-27 00:31:22,016 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 28/134 +[2025-02-27 00:31:22,064 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:22,583 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 40/134 +[2025-02-27 00:31:22,628 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 41/134 +[2025-02-27 00:31:22,670 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 42/134 +[2025-02-27 00:31:22,713 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 43/134 +[2025-02-27 00:31:22,758 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 44/134 +[2025-02-27 00:31:22,802 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 45/134 +[2025-02-27 00:31:22,844 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 46/134 +[2025-02-27 00:31:22,887 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 47/134 +[2025-02-27 00:31:22,930 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 48/134 +[2025-02-27 00:31:22,973 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 49/134 +[2025-02-27 00:31:23,016 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 50/134 +[2025-02-27 00:31:23,067 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 51/134 +[2025-02-27 00:31:23,110 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 52/134 +[2025-02-27 00:31:23,152 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 53/134 +[2025-02-27 00:31:23,195 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 54/134 +[2025-02-27 00:31:23,238 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 55/134 +[2025-02-27 00:31:23,280 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 56/134 +[2025-02-27 00:31:23,324 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 57/134 +[2025-02-27 00:31:23,366 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 58/134 +[2025-02-27 00:31:23,408 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 59/134 +[2025-02-27 00:31:23,450 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:23,922 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 71/134 +[2025-02-27 00:31:23,966 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 72/134 +[2025-02-27 00:31:24,009 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 73/134 +[2025-02-27 00:31:24,052 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 74/134 +[2025-02-27 00:31:24,094 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 75/134 +[2025-02-27 00:31:24,141 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 76/134 +[2025-02-27 00:31:24,190 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 77/134 +[2025-02-27 00:31:24,239 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 78/134 +[2025-02-27 00:31:24,281 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 79/134 +[2025-02-27 00:31:24,325 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 80/134 +[2025-02-27 00:31:24,368 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 81/134 +[2025-02-27 00:31:24,411 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 82/134 +[2025-02-27 00:31:24,465 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 83/134 +[2025-02-27 00:31:24,523 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 84/134 +[2025-02-27 00:31:24,638 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 85/134 +[2025-02-27 00:31:24,740 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 86/134 +[2025-02-27 00:31:24,873 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 87/134 +[2025-02-27 00:31:25,016 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 88/134 +[2025-02-27 00:31:25,141 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 89/134 +[2025-02-27 00:31:25,261 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 90/134 +[2025-02-27 00:31:25,391 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:27,420 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 102/134 +[2025-02-27 00:31:27,571 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 103/134 +[2025-02-27 00:31:27,710 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 104/134 +[2025-02-27 00:31:27,851 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 105/134 +[2025-02-27 00:31:27,972 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 106/134 +[2025-02-27 00:31:28,094 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 107/134 +[2025-02-27 00:31:28,213 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 108/134 +[2025-02-27 00:31:28,328 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 109/134 +[2025-02-27 00:31:28,446 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 110/134 +[2025-02-27 00:31:28,574 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 111/134 +[2025-02-27 00:31:28,699 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 112/134 +[2025-02-27 00:31:28,819 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 113/134 +[2025-02-27 00:31:28,930 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 114/134 +[2025-02-27 00:31:29,048 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 115/134 +[2025-02-27 00:31:29,159 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 116/134 +[2025-02-27 00:31:29,269 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 117/134 +[2025-02-27 00:31:29,373 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 118/134 +[2025-02-27 00:31:29,477 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 119/134 +[2025-02-27 00:31:29,587 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 120/134 +[2025-02-27 00:31:29,701 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 121/134 +[2025-02-27 00:31:29,810 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 122/134 +[2025-02-27 00:31:29,917 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 123/134 +[2025-02-27 00:31:30,019 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 124/134 +[2025-02-27 00:31:30,125 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 125/134 +[2025-02-27 00:31:30,225 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 126/134 +[2025-02-27 00:31:30,314 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 127/134 +[2025-02-27 00:31:30,410 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 128/134 +[2025-02-27 00:31:30,500 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 129/134 +[2025-02-27 00:31:30,592 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 130/134 +[2025-02-27 00:31:30,702 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 131/134 +[2025-02-27 00:31:30,797 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 132/134 +[2025-02-27 00:31:30,895 INFO test.py line 201 3738285] Test: 7/78-scene0653_01, Batch: 133/134 +[2025-02-27 00:31:31,430 INFO test.py line 289 3738285] Test: scene0653_01 [7/78]-331565 Batch 10.851 (4.840) Accuracy 0.9118 (0.6359) mIoU 0.5533 (0.5414) +[2025-02-27 00:31:31,521 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 0/113 +[2025-02-27 00:31:31,600 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 1/113 +[2025-02-27 00:31:31,671 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 2/113 +[2025-02-27 00:31:31,740 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 3/113 +[2025-02-27 00:31:31,804 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 4/113 +[2025-02-27 00:31:31,872 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 5/113 +[2025-02-27 00:31:31,941 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 6/113 +[2025-02-27 00:31:32,014 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 7/113 +[2025-02-27 00:31:32,092 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 8/113 +[2025-02-27 00:31:32,162 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 9/113 +[2025-02-27 00:31:32,246 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 10/113 +[2025-02-27 00:31:32,310 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 11/113 +[2025-02-27 00:31:32,377 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 12/113 +[2025-02-27 00:31:32,443 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 13/113 +[2025-02-27 00:31:32,513 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 14/113 +[2025-02-27 00:31:32,576 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 15/113 +[2025-02-27 00:31:32,639 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 16/113 +[2025-02-27 00:31:32,701 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 17/113 +[2025-02-27 00:31:32,767 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 18/113 +[2025-02-27 00:31:32,834 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 19/113 +[2025-02-27 00:31:32,910 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 20/113 +[2025-02-27 00:31:32,990 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 21/113 +[2025-02-27 00:31:33,066 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 22/113 +[2025-02-27 00:31:33,140 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 23/113 +[2025-02-27 00:31:33,218 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 24/113 +[2025-02-27 00:31:33,294 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 25/113 +[2025-02-27 00:31:33,355 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 26/113 +[2025-02-27 00:31:33,429 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 27/113 +[2025-02-27 00:31:33,503 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 28/113 +[2025-02-27 00:31:33,577 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 29/113 +[2025-02-27 00:31:33,655 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 30/113 +[2025-02-27 00:31:33,729 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 31/113 +[2025-02-27 00:31:33,807 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 32/113 +[2025-02-27 00:31:33,932 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 33/113 +[2025-02-27 00:31:34,052 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 34/113 +[2025-02-27 00:31:34,160 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 35/113 +[2025-02-27 00:31:34,279 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 36/113 +[2025-02-27 00:31:34,390 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 37/113 +[2025-02-27 00:31:34,805 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:35,920 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 49/113 +[2025-02-27 00:31:36,004 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 50/113 +[2025-02-27 00:31:36,077 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 51/113 +[2025-02-27 00:31:36,154 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 52/113 +[2025-02-27 00:31:36,240 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 53/113 +[2025-02-27 00:31:36,335 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 54/113 +[2025-02-27 00:31:36,493 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 55/113 +[2025-02-27 00:31:36,579 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 56/113 +[2025-02-27 00:31:36,674 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 57/113 +[2025-02-27 00:31:36,764 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 58/113 +[2025-02-27 00:31:36,835 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 59/113 +[2025-02-27 00:31:36,905 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 60/113 +[2025-02-27 00:31:36,973 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 61/113 +[2025-02-27 00:31:37,046 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 62/113 +[2025-02-27 00:31:37,122 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 63/113 +[2025-02-27 00:31:37,185 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 64/113 +[2025-02-27 00:31:37,250 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 65/113 +[2025-02-27 00:31:37,330 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 66/113 +[2025-02-27 00:31:37,407 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 67/113 +[2025-02-27 00:31:37,492 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 68/113 +[2025-02-27 00:31:37,559 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:38,421 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 80/113 +[2025-02-27 00:31:38,506 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 81/113 +[2025-02-27 00:31:38,582 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 82/113 +[2025-02-27 00:31:38,652 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 83/113 +[2025-02-27 00:31:38,715 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 84/113 +[2025-02-27 00:31:38,774 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 85/113 +[2025-02-27 00:31:38,880 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 86/113 +[2025-02-27 00:31:38,966 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 87/113 +[2025-02-27 00:31:39,030 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 88/113 +[2025-02-27 00:31:39,115 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 89/113 +[2025-02-27 00:31:39,191 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 90/113 +[2025-02-27 00:31:39,278 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 91/113 +[2025-02-27 00:31:39,371 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 92/113 +[2025-02-27 00:31:39,454 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 93/113 +[2025-02-27 00:31:39,513 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 94/113 +[2025-02-27 00:31:39,610 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 95/113 +[2025-02-27 00:31:39,688 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 96/113 +[2025-02-27 00:31:39,782 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 97/113 +[2025-02-27 00:31:39,887 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 98/113 +[2025-02-27 00:31:39,967 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 99/113 +[2025-02-27 00:31:40,066 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 100/113 +[2025-02-27 00:31:40,155 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 101/113 +[2025-02-27 00:31:40,224 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 102/113 +[2025-02-27 00:31:40,305 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 103/113 +[2025-02-27 00:31:40,375 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 104/113 +[2025-02-27 00:31:40,445 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 105/113 +[2025-02-27 00:31:40,502 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 106/113 +[2025-02-27 00:31:40,573 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 107/113 +[2025-02-27 00:31:40,621 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 108/113 +[2025-02-27 00:31:40,689 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 109/113 +[2025-02-27 00:31:40,713 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 110/113 +[2025-02-27 00:31:40,778 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 111/113 +[2025-02-27 00:31:40,822 INFO test.py line 201 3738285] Test: 8/78-scene0684_00, Batch: 112/113 +[2025-02-27 00:31:40,875 INFO test.py line 289 3738285] Test: scene0684_00 [8/78]-41364 Batch 9.444 (5.415) Accuracy 0.9510 (0.6374) mIoU 0.7092 (0.5446) +[2025-02-27 00:31:40,960 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 0/130 +[2025-02-27 00:31:40,994 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 1/130 +[2025-02-27 00:31:41,050 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 2/130 +[2025-02-27 00:31:41,082 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 3/130 +[2025-02-27 00:31:41,111 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 4/130 +[2025-02-27 00:31:41,175 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 5/130 +[2025-02-27 00:31:41,215 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:41,602 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 17/130 +[2025-02-27 00:31:41,635 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 18/130 +[2025-02-27 00:31:41,671 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 19/130 +[2025-02-27 00:31:41,703 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 20/130 +[2025-02-27 00:31:41,735 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 21/130 +[2025-02-27 00:31:41,768 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 22/130 +[2025-02-27 00:31:41,800 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 23/130 +[2025-02-27 00:31:41,831 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 24/130 +[2025-02-27 00:31:41,863 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 25/130 +[2025-02-27 00:31:41,895 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 26/130 +[2025-02-27 00:31:41,927 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 27/130 +[2025-02-27 00:31:41,955 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 28/130 +[2025-02-27 00:31:41,983 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 29/130 +[2025-02-27 00:31:42,010 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 30/130 +[2025-02-27 00:31:42,037 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 31/130 +[2025-02-27 00:31:42,064 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 32/130 +[2025-02-27 00:31:42,091 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 33/130 +[2025-02-27 00:31:42,117 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 34/130 +[2025-02-27 00:31:42,144 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 35/130 +[2025-02-27 00:31:42,173 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 36/130 +[2025-02-27 00:31:42,200 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:42,507 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 48/130 +[2025-02-27 00:31:42,534 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 49/130 +[2025-02-27 00:31:42,560 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 50/130 +[2025-02-27 00:31:42,587 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 51/130 +[2025-02-27 00:31:42,614 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 52/130 +[2025-02-27 00:31:42,641 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 53/130 +[2025-02-27 00:31:42,667 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 54/130 +[2025-02-27 00:31:42,693 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 55/130 +[2025-02-27 00:31:42,720 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 56/130 +[2025-02-27 00:31:42,746 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 57/130 +[2025-02-27 00:31:42,778 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 58/130 +[2025-02-27 00:31:42,804 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 59/130 +[2025-02-27 00:31:42,830 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 60/130 +[2025-02-27 00:31:42,857 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 61/130 +[2025-02-27 00:31:42,883 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 62/130 +[2025-02-27 00:31:42,914 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 63/130 +[2025-02-27 00:31:42,940 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 64/130 +[2025-02-27 00:31:42,967 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 65/130 +[2025-02-27 00:31:42,993 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 66/130 +[2025-02-27 00:31:43,020 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 67/130 +[2025-02-27 00:31:43,045 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:31:43,346 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 79/130 +[2025-02-27 00:31:43,373 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 80/130 +[2025-02-27 00:31:43,405 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 81/130 +[2025-02-27 00:31:43,442 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 82/130 +[2025-02-27 00:31:43,470 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 83/130 +[2025-02-27 00:31:43,499 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 84/130 +[2025-02-27 00:31:43,533 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 85/130 +[2025-02-27 00:31:43,566 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 86/130 +[2025-02-27 00:31:43,594 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 87/130 +[2025-02-27 00:31:43,625 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 88/130 +[2025-02-27 00:31:43,655 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 89/130 +[2025-02-27 00:31:43,692 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 90/130 +[2025-02-27 00:31:43,723 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 91/130 +[2025-02-27 00:31:43,760 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 92/130 +[2025-02-27 00:31:43,788 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 93/130 +[2025-02-27 00:31:43,819 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 94/130 +[2025-02-27 00:31:43,847 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 95/130 +[2025-02-27 00:31:43,875 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 96/130 +[2025-02-27 00:31:43,908 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 97/130 +[2025-02-27 00:31:43,947 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 98/130 +[2025-02-27 00:31:43,992 INFO test.py line 201 3738285] Test: 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00:31:44,654 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 120/130 +[2025-02-27 00:31:44,681 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 121/130 +[2025-02-27 00:31:44,708 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 122/130 +[2025-02-27 00:31:44,736 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 123/130 +[2025-02-27 00:31:44,764 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 124/130 +[2025-02-27 00:31:44,791 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 125/130 +[2025-02-27 00:31:44,820 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 126/130 +[2025-02-27 00:31:44,849 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 127/130 +[2025-02-27 00:31:44,877 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 128/130 +[2025-02-27 00:31:44,905 INFO test.py line 201 3738285] Test: 9/78-scene0257_00, Batch: 129/130 +[2025-02-27 00:31:45,057 INFO test.py line 289 3738285] Test: scene0257_00 [9/78]-180928 Batch 4.181 (5.278) Accuracy 0.8392 (0.6237) mIoU 0.2851 (0.5321) +[2025-02-27 00:31:45,081 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 0/130 +[2025-02-27 00:31:45,100 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 1/130 +[2025-02-27 00:31:45,119 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 2/130 +[2025-02-27 00:31:45,139 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 3/130 +[2025-02-27 00:31:45,159 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 4/130 +[2025-02-27 00:31:45,182 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 5/130 +[2025-02-27 00:31:45,205 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 6/130 +[2025-02-27 00:31:45,227 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 7/130 +[2025-02-27 00:31:45,250 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 8/130 +[2025-02-27 00:31:45,273 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 9/130 +[2025-02-27 00:31:45,295 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 10/130 +[2025-02-27 00:31:45,327 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 11/130 +[2025-02-27 00:31:45,350 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 12/130 +[2025-02-27 00:31:45,379 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 13/130 +[2025-02-27 00:31:45,402 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 14/130 +[2025-02-27 00:31:45,424 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 15/130 +[2025-02-27 00:31:45,447 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 16/130 +[2025-02-27 00:31:45,469 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 17/130 +[2025-02-27 00:31:45,492 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 18/130 +[2025-02-27 00:31:45,514 INFO test.py line 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00:31:52,392 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 91/130 +[2025-02-27 00:31:52,482 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 92/130 +[2025-02-27 00:31:52,584 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 93/130 +[2025-02-27 00:31:52,674 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 94/130 +[2025-02-27 00:31:52,789 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 95/130 +[2025-02-27 00:31:52,916 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 96/130 +[2025-02-27 00:31:53,022 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 97/130 +[2025-02-27 00:31:53,113 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 98/130 +[2025-02-27 00:31:53,204 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 99/130 +[2025-02-27 00:31:53,303 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 100/130 +[2025-02-27 00:31:53,425 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 101/130 +[2025-02-27 00:31:53,504 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 102/130 +[2025-02-27 00:31:53,611 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 103/130 +[2025-02-27 00:31:53,695 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 104/130 +[2025-02-27 00:31:53,793 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 105/130 +[2025-02-27 00:31:53,871 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 106/130 +[2025-02-27 00:31:53,970 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 107/130 +[2025-02-27 00:31:54,066 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 108/130 +[2025-02-27 00:31:54,144 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 109/130 +[2025-02-27 00:31:54,241 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 110/130 +[2025-02-27 00:31:54,328 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 111/130 +[2025-02-27 00:31:54,437 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 112/130 +[2025-02-27 00:31:54,536 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 113/130 +[2025-02-27 00:31:54,604 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 114/130 +[2025-02-27 00:31:54,701 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 115/130 +[2025-02-27 00:31:54,817 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 116/130 +[2025-02-27 00:31:54,909 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 117/130 +[2025-02-27 00:31:55,014 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 118/130 +[2025-02-27 00:31:55,093 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 119/130 +[2025-02-27 00:31:55,121 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 120/130 +[2025-02-27 00:31:55,202 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 121/130 +[2025-02-27 00:31:55,289 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 122/130 +[2025-02-27 00:31:55,323 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 123/130 +[2025-02-27 00:31:55,403 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 124/130 +[2025-02-27 00:31:55,468 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 125/130 +[2025-02-27 00:31:55,511 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 126/130 +[2025-02-27 00:31:55,558 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 127/130 +[2025-02-27 00:31:55,586 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 128/130 +[2025-02-27 00:31:55,611 INFO test.py line 201 3738285] Test: 10/78-scene0164_01, Batch: 129/130 +[2025-02-27 00:31:55,692 INFO test.py line 289 3738285] Test: scene0164_01 [10/78]-88073 Batch 10.635 (5.814) Accuracy 0.7753 (0.6834) mIoU 0.4743 (0.5913) +[2025-02-27 00:31:55,758 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 0/130 +[2025-02-27 00:31:55,810 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 1/130 +[2025-02-27 00:31:55,862 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 2/130 +[2025-02-27 00:31:55,910 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 3/130 +[2025-02-27 00:31:55,958 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 4/130 +[2025-02-27 00:31:56,012 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 5/130 +[2025-02-27 00:31:56,095 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 6/130 +[2025-02-27 00:31:56,143 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 7/130 +[2025-02-27 00:31:56,224 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 8/130 +[2025-02-27 00:31:56,278 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 9/130 +[2025-02-27 00:31:56,324 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 10/130 +[2025-02-27 00:31:56,375 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 11/130 +[2025-02-27 00:31:56,422 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 12/130 +[2025-02-27 00:31:56,470 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 13/130 +[2025-02-27 00:31:56,516 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 14/130 +[2025-02-27 00:31:56,569 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 15/130 +[2025-02-27 00:31:56,626 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 16/130 +[2025-02-27 00:31:56,674 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 17/130 +[2025-02-27 00:31:56,722 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 18/130 +[2025-02-27 00:31:56,785 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 19/130 +[2025-02-27 00:31:56,827 INFO test.py line 201 3738285] Test: 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Batch: 112/130 +[2025-02-27 00:32:00,749 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 113/130 +[2025-02-27 00:32:00,790 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 114/130 +[2025-02-27 00:32:00,832 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 115/130 +[2025-02-27 00:32:00,872 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 116/130 +[2025-02-27 00:32:00,912 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 117/130 +[2025-02-27 00:32:00,952 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 118/130 +[2025-02-27 00:32:00,992 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 119/130 +[2025-02-27 00:32:01,030 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 120/130 +[2025-02-27 00:32:01,069 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 121/130 +[2025-02-27 00:32:01,108 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 122/130 +[2025-02-27 00:32:01,148 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 123/130 +[2025-02-27 00:32:01,186 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 124/130 +[2025-02-27 00:32:01,225 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 125/130 +[2025-02-27 00:32:01,266 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 126/130 +[2025-02-27 00:32:01,306 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 127/130 +[2025-02-27 00:32:01,366 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 128/130 +[2025-02-27 00:32:01,415 INFO test.py line 201 3738285] Test: 11/78-scene0030_00, Batch: 129/130 +[2025-02-27 00:32:01,756 INFO test.py line 289 3738285] Test: scene0030_00 [11/78]-293811 Batch 6.064 (5.836) Accuracy 0.8649 (0.7233) mIoU 0.4557 (0.6189) +[2025-02-27 00:32:01,800 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 0/143 +[2025-02-27 00:32:01,839 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 1/143 +[2025-02-27 00:32:01,869 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 2/143 +[2025-02-27 00:32:01,898 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 3/143 +[2025-02-27 00:32:01,930 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 4/143 +[2025-02-27 00:32:01,960 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 5/143 +[2025-02-27 00:32:01,988 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 6/143 +[2025-02-27 00:32:02,016 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 7/143 +[2025-02-27 00:32:02,053 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 8/143 +[2025-02-27 00:32:02,084 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 9/143 +[2025-02-27 00:32:02,113 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 10/143 +[2025-02-27 00:32:02,142 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 11/143 +[2025-02-27 00:32:02,170 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 12/143 +[2025-02-27 00:32:02,198 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 13/143 +[2025-02-27 00:32:02,241 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 14/143 +[2025-02-27 00:32:02,280 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 15/143 +[2025-02-27 00:32:02,312 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 16/143 +[2025-02-27 00:32:02,342 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 17/143 +[2025-02-27 00:32:02,371 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 18/143 +[2025-02-27 00:32:02,400 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 19/143 +[2025-02-27 00:32:02,430 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 20/143 +[2025-02-27 00:32:02,459 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 21/143 +[2025-02-27 00:32:02,487 INFO 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line 201 3738285] Test: 12/78-scene0088_01, Batch: 104/143 +[2025-02-27 00:32:05,124 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 105/143 +[2025-02-27 00:32:05,153 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 106/143 +[2025-02-27 00:32:05,194 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 107/143 +[2025-02-27 00:32:05,224 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 108/143 +[2025-02-27 00:32:05,257 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 109/143 +[2025-02-27 00:32:05,286 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 110/143 +[2025-02-27 00:32:05,316 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 111/143 +[2025-02-27 00:32:05,345 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 112/143 +[2025-02-27 00:32:05,373 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 113/143 +[2025-02-27 00:32:05,405 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 114/143 +[2025-02-27 00:32:05,456 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 115/143 +[2025-02-27 00:32:05,494 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 116/143 +[2025-02-27 00:32:05,536 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 117/143 +[2025-02-27 00:32:05,566 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 118/143 +[2025-02-27 00:32:05,597 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 119/143 +[2025-02-27 00:32:05,626 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 120/143 +[2025-02-27 00:32:05,656 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 121/143 +[2025-02-27 00:32:05,688 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 122/143 +[2025-02-27 00:32:05,719 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 123/143 +[2025-02-27 00:32:05,748 INFO test.py line 201 3738285] Test: 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Batch: 134/143 +[2025-02-27 00:32:06,068 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 135/143 +[2025-02-27 00:32:06,095 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 136/143 +[2025-02-27 00:32:06,122 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 137/143 +[2025-02-27 00:32:06,149 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 138/143 +[2025-02-27 00:32:06,184 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 139/143 +[2025-02-27 00:32:06,210 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 140/143 +[2025-02-27 00:32:06,239 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 141/143 +[2025-02-27 00:32:06,268 INFO test.py line 201 3738285] Test: 12/78-scene0088_01, Batch: 142/143 +[2025-02-27 00:32:06,435 INFO test.py line 289 3738285] Test: scene0088_01 [12/78]-145650 Batch 4.678 (5.740) Accuracy 0.7830 (0.7213) mIoU 0.4586 (0.6088) +[2025-02-27 00:32:06,473 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 0/134 +[2025-02-27 00:32:06,498 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 1/134 +[2025-02-27 00:32:06,524 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 2/134 +[2025-02-27 00:32:06,551 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 3/134 +[2025-02-27 00:32:06,578 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 4/134 +[2025-02-27 00:32:06,603 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 5/134 +[2025-02-27 00:32:06,629 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 6/134 +[2025-02-27 00:32:06,659 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 7/134 +[2025-02-27 00:32:06,685 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 8/134 +[2025-02-27 00:32:06,711 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 9/134 +[2025-02-27 00:32:06,738 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, 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00:32:07,144 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 21/134 +[2025-02-27 00:32:07,173 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 22/134 +[2025-02-27 00:32:07,198 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 23/134 +[2025-02-27 00:32:07,225 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 24/134 +[2025-02-27 00:32:07,250 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 25/134 +[2025-02-27 00:32:07,277 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 26/134 +[2025-02-27 00:32:07,303 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 27/134 +[2025-02-27 00:32:07,329 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 28/134 +[2025-02-27 00:32:07,355 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 29/134 +[2025-02-27 00:32:07,381 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 30/134 +[2025-02-27 00:32:07,407 INFO test.py line 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00:32:09,520 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 103/134 +[2025-02-27 00:32:09,553 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 104/134 +[2025-02-27 00:32:09,592 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 105/134 +[2025-02-27 00:32:09,623 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 106/134 +[2025-02-27 00:32:09,654 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 107/134 +[2025-02-27 00:32:09,694 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 108/134 +[2025-02-27 00:32:09,737 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 109/134 +[2025-02-27 00:32:09,766 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 110/134 +[2025-02-27 00:32:09,792 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 111/134 +[2025-02-27 00:32:09,820 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 112/134 +[2025-02-27 00:32:09,848 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 113/134 +[2025-02-27 00:32:09,875 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 114/134 +[2025-02-27 00:32:09,908 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 115/134 +[2025-02-27 00:32:09,940 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 116/134 +[2025-02-27 00:32:09,970 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 117/134 +[2025-02-27 00:32:10,000 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 118/134 +[2025-02-27 00:32:10,033 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 119/134 +[2025-02-27 00:32:10,063 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 120/134 +[2025-02-27 00:32:10,090 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 121/134 +[2025-02-27 00:32:10,120 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 122/134 +[2025-02-27 00:32:10,160 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 123/134 +[2025-02-27 00:32:10,201 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 124/134 +[2025-02-27 00:32:10,245 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 125/134 +[2025-02-27 00:32:10,271 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 126/134 +[2025-02-27 00:32:10,297 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 127/134 +[2025-02-27 00:32:10,327 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 128/134 +[2025-02-27 00:32:10,354 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 129/134 +[2025-02-27 00:32:10,385 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 130/134 +[2025-02-27 00:32:10,412 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 131/134 +[2025-02-27 00:32:10,438 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 132/134 +[2025-02-27 00:32:10,465 INFO test.py line 201 3738285] Test: 13/78-scene0690_01, Batch: 133/134 +[2025-02-27 00:32:10,594 INFO test.py line 289 3738285] Test: scene0690_01 [13/78]-109935 Batch 4.157 (5.618) Accuracy 0.4636 (0.7007) mIoU 0.2125 (0.5742) +[2025-02-27 00:32:10,629 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 0/126 +[2025-02-27 00:32:10,660 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 1/126 +[2025-02-27 00:32:10,691 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 2/126 +[2025-02-27 00:32:10,722 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 3/126 +[2025-02-27 00:32:10,752 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 4/126 +[2025-02-27 00:32:10,782 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 5/126 +[2025-02-27 00:32:10,813 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 6/126 +[2025-02-27 00:32:10,844 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 7/126 +[2025-02-27 00:32:10,877 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 8/126 +[2025-02-27 00:32:10,917 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 9/126 +[2025-02-27 00:32:10,946 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 10/126 +[2025-02-27 00:32:10,976 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 11/126 +[2025-02-27 00:32:11,008 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 12/126 +[2025-02-27 00:32:11,069 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 13/126 +[2025-02-27 00:32:11,097 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 14/126 +[2025-02-27 00:32:11,127 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 15/126 +[2025-02-27 00:32:11,158 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 16/126 +[2025-02-27 00:32:11,190 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 17/126 +[2025-02-27 00:32:11,221 INFO test.py line 201 3738285] Test: 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Batch: 110/126 +[2025-02-27 00:32:14,166 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 111/126 +[2025-02-27 00:32:14,195 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 112/126 +[2025-02-27 00:32:14,229 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 113/126 +[2025-02-27 00:32:14,258 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 114/126 +[2025-02-27 00:32:14,287 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 115/126 +[2025-02-27 00:32:14,321 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 116/126 +[2025-02-27 00:32:14,350 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 117/126 +[2025-02-27 00:32:14,379 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 118/126 +[2025-02-27 00:32:14,408 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 119/126 +[2025-02-27 00:32:14,439 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 120/126 +[2025-02-27 00:32:14,467 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 121/126 +[2025-02-27 00:32:14,496 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 122/126 +[2025-02-27 00:32:14,525 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 123/126 +[2025-02-27 00:32:14,553 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 124/126 +[2025-02-27 00:32:14,581 INFO test.py line 201 3738285] Test: 14/78-scene0598_00, Batch: 125/126 +[2025-02-27 00:32:14,761 INFO test.py line 289 3738285] Test: scene0598_00 [14/78]-145562 Batch 4.167 (5.515) Accuracy 0.5917 (0.6912) mIoU 0.2312 (0.5623) +[2025-02-27 00:32:14,797 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 0/138 +[2025-02-27 00:32:14,824 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 1/138 +[2025-02-27 00:32:14,856 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 2/138 +[2025-02-27 00:32:14,883 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:32:15,264 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 14/138 +[2025-02-27 00:32:15,299 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 15/138 +[2025-02-27 00:32:15,337 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 16/138 +[2025-02-27 00:32:15,371 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 17/138 +[2025-02-27 00:32:15,408 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 18/138 +[2025-02-27 00:32:15,450 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 19/138 +[2025-02-27 00:32:15,500 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 20/138 +[2025-02-27 00:32:15,539 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 21/138 +[2025-02-27 00:32:15,575 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 22/138 +[2025-02-27 00:32:15,624 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 23/138 +[2025-02-27 00:32:15,661 INFO 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Batch: 136/138 +[2025-02-27 00:32:19,493 INFO test.py line 201 3738285] Test: 15/78-scene0695_00, Batch: 137/138 +[2025-02-27 00:32:19,650 INFO test.py line 289 3738285] Test: scene0695_00 [15/78]-133418 Batch 4.888 (5.473) Accuracy 0.7185 (0.6615) mIoU 0.3718 (0.5462) +[2025-02-27 00:32:19,686 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 0/122 +[2025-02-27 00:32:19,720 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 1/122 +[2025-02-27 00:32:19,760 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 2/122 +[2025-02-27 00:32:19,806 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 3/122 +[2025-02-27 00:32:19,851 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 4/122 +[2025-02-27 00:32:19,901 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 5/122 +[2025-02-27 00:32:19,952 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 6/122 +[2025-02-27 00:32:19,978 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 7/122 +[2025-02-27 00:32:20,004 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 8/122 +[2025-02-27 00:32:20,042 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 9/122 +[2025-02-27 00:32:20,090 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 10/122 +[2025-02-27 00:32:20,150 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 11/122 +[2025-02-27 00:32:20,179 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 12/122 +[2025-02-27 00:32:20,212 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 13/122 +[2025-02-27 00:32:20,244 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 14/122 +[2025-02-27 00:32:20,276 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 15/122 +[2025-02-27 00:32:20,335 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 16/122 +[2025-02-27 00:32:20,367 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 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00:32:23,171 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 110/122 +[2025-02-27 00:32:23,203 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 111/122 +[2025-02-27 00:32:23,245 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 112/122 +[2025-02-27 00:32:23,298 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 113/122 +[2025-02-27 00:32:23,338 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 114/122 +[2025-02-27 00:32:23,377 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 115/122 +[2025-02-27 00:32:23,418 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 116/122 +[2025-02-27 00:32:23,457 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 117/122 +[2025-02-27 00:32:23,497 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 118/122 +[2025-02-27 00:32:23,528 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 119/122 +[2025-02-27 00:32:23,582 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 120/122 +[2025-02-27 00:32:23,635 INFO test.py line 201 3738285] Test: 16/78-scene0342_00, Batch: 121/122 +[2025-02-27 00:32:23,808 INFO test.py line 289 3738285] Test: scene0342_00 [16/78]-89958 Batch 4.158 (5.391) Accuracy 0.9266 (0.6619) mIoU 0.4392 (0.5449) +[2025-02-27 00:32:23,872 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 0/152 +[2025-02-27 00:32:23,926 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 1/152 +[2025-02-27 00:32:23,978 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 2/152 +[2025-02-27 00:32:24,029 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 3/152 +[2025-02-27 00:32:24,089 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 4/152 +[2025-02-27 00:32:24,143 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 5/152 +[2025-02-27 00:32:24,197 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 6/152 +[2025-02-27 00:32:24,251 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 7/152 +[2025-02-27 00:32:24,290 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 8/152 +[2025-02-27 00:32:24,329 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 9/152 +[2025-02-27 00:32:24,369 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 10/152 +[2025-02-27 00:32:24,406 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 11/152 +[2025-02-27 00:32:24,443 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 12/152 +[2025-02-27 00:32:24,481 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 13/152 +[2025-02-27 00:32:24,519 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 14/152 +[2025-02-27 00:32:24,558 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 15/152 +[2025-02-27 00:32:24,597 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 16/152 +[2025-02-27 00:32:24,635 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 17/152 +[2025-02-27 00:32:24,682 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 18/152 +[2025-02-27 00:32:24,721 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 19/152 +[2025-02-27 00:32:24,760 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 20/152 +[2025-02-27 00:32:24,797 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 21/152 +[2025-02-27 00:32:24,833 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 22/152 +[2025-02-27 00:32:24,876 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 23/152 +[2025-02-27 00:32:24,916 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 24/152 +[2025-02-27 00:32:24,961 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 25/152 +[2025-02-27 00:32:25,007 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 26/152 +[2025-02-27 00:32:25,050 INFO test.py line 201 3738285] 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+[2025-02-27 00:32:28,969 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 130/152 +[2025-02-27 00:32:29,008 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 131/152 +[2025-02-27 00:32:29,045 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 132/152 +[2025-02-27 00:32:29,083 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 133/152 +[2025-02-27 00:32:29,121 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 134/152 +[2025-02-27 00:32:29,157 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 135/152 +[2025-02-27 00:32:29,193 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 136/152 +[2025-02-27 00:32:29,230 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 137/152 +[2025-02-27 00:32:29,267 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 138/152 +[2025-02-27 00:32:29,306 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 139/152 +[2025-02-27 00:32:29,342 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 140/152 +[2025-02-27 00:32:29,380 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 141/152 +[2025-02-27 00:32:29,420 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 142/152 +[2025-02-27 00:32:29,455 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 143/152 +[2025-02-27 00:32:29,493 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 144/152 +[2025-02-27 00:32:29,528 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 145/152 +[2025-02-27 00:32:29,563 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 146/152 +[2025-02-27 00:32:29,607 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 147/152 +[2025-02-27 00:32:29,643 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 148/152 +[2025-02-27 00:32:29,680 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 149/152 +[2025-02-27 00:32:29,716 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 150/152 +[2025-02-27 00:32:29,752 INFO test.py line 201 3738285] Test: 17/78-scene0618_00, Batch: 151/152 +[2025-02-27 00:32:30,020 INFO test.py line 289 3738285] Test: scene0618_00 [17/78]-232740 Batch 6.211 (5.439) Accuracy 0.8038 (0.6413) mIoU 0.2808 (0.5266) +[2025-02-27 00:32:30,056 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 0/139 +[2025-02-27 00:32:30,094 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 1/139 +[2025-02-27 00:32:30,134 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 2/139 +[2025-02-27 00:32:30,173 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 3/139 +[2025-02-27 00:32:30,202 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 4/139 +[2025-02-27 00:32:30,232 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 5/139 +[2025-02-27 00:32:30,263 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 6/139 +[2025-02-27 00:32:30,295 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 7/139 +[2025-02-27 00:32:30,337 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 8/139 +[2025-02-27 00:32:30,367 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 9/139 +[2025-02-27 00:32:30,397 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 10/139 +[2025-02-27 00:32:30,429 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 11/139 +[2025-02-27 00:32:30,461 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 12/139 +[2025-02-27 00:32:30,493 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 13/139 +[2025-02-27 00:32:30,526 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 14/139 +[2025-02-27 00:32:30,558 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 15/139 +[2025-02-27 00:32:30,589 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 16/139 +[2025-02-27 00:32:30,620 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 17/139 +[2025-02-27 00:32:30,651 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 18/139 +[2025-02-27 00:32:30,681 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 19/139 +[2025-02-27 00:32:30,713 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 20/139 +[2025-02-27 00:32:30,755 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 21/139 +[2025-02-27 00:32:30,795 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 22/139 +[2025-02-27 00:32:30,836 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 23/139 +[2025-02-27 00:32:30,872 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 24/139 +[2025-02-27 00:32:30,907 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 25/139 +[2025-02-27 00:32:30,972 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 26/139 +[2025-02-27 00:32:31,010 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 27/139 +[2025-02-27 00:32:31,069 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 28/139 +[2025-02-27 00:32:31,108 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 29/139 +[2025-02-27 00:32:31,154 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 30/139 +[2025-02-27 00:32:31,207 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 31/139 +[2025-02-27 00:32:31,258 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 32/139 +[2025-02-27 00:32:31,300 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 33/139 +[2025-02-27 00:32:31,343 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 34/139 +[2025-02-27 00:32:31,384 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 35/139 +[2025-02-27 00:32:31,427 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 36/139 +[2025-02-27 00:32:31,462 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, 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00:32:32,022 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 48/139 +[2025-02-27 00:32:32,062 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 49/139 +[2025-02-27 00:32:32,106 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 50/139 +[2025-02-27 00:32:32,186 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 51/139 +[2025-02-27 00:32:32,231 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 52/139 +[2025-02-27 00:32:32,281 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 53/139 +[2025-02-27 00:32:32,319 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 54/139 +[2025-02-27 00:32:32,350 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 55/139 +[2025-02-27 00:32:32,390 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 56/139 +[2025-02-27 00:32:32,420 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 57/139 +[2025-02-27 00:32:32,459 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 58/139 +[2025-02-27 00:32:32,489 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 59/139 +[2025-02-27 00:32:32,534 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 60/139 +[2025-02-27 00:32:32,584 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 61/139 +[2025-02-27 00:32:32,653 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 62/139 +[2025-02-27 00:32:32,701 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 63/139 +[2025-02-27 00:32:32,751 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 64/139 +[2025-02-27 00:32:32,804 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 65/139 +[2025-02-27 00:32:32,852 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 66/139 +[2025-02-27 00:32:32,901 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 67/139 +[2025-02-27 00:32:32,934 INFO test.py line 201 3738285] Test: 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00:32:33,829 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 89/139 +[2025-02-27 00:32:33,869 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 90/139 +[2025-02-27 00:32:33,912 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 91/139 +[2025-02-27 00:32:33,953 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 92/139 +[2025-02-27 00:32:33,993 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 93/139 +[2025-02-27 00:32:34,025 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 94/139 +[2025-02-27 00:32:34,064 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 95/139 +[2025-02-27 00:32:34,093 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 96/139 +[2025-02-27 00:32:34,124 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 97/139 +[2025-02-27 00:32:34,157 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 98/139 +[2025-02-27 00:32:34,188 INFO test.py line 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Batch: 119/139 +[2025-02-27 00:32:34,856 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 120/139 +[2025-02-27 00:32:34,887 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 121/139 +[2025-02-27 00:32:34,919 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 122/139 +[2025-02-27 00:32:34,950 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 123/139 +[2025-02-27 00:32:34,989 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 124/139 +[2025-02-27 00:32:35,025 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 125/139 +[2025-02-27 00:32:35,079 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 126/139 +[2025-02-27 00:32:35,109 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 127/139 +[2025-02-27 00:32:35,139 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 128/139 +[2025-02-27 00:32:35,168 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 129/139 +[2025-02-27 00:32:35,215 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 130/139 +[2025-02-27 00:32:35,244 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 131/139 +[2025-02-27 00:32:35,273 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 132/139 +[2025-02-27 00:32:35,304 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 133/139 +[2025-02-27 00:32:35,333 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 134/139 +[2025-02-27 00:32:35,364 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 135/139 +[2025-02-27 00:32:35,394 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 136/139 +[2025-02-27 00:32:35,423 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 137/139 +[2025-02-27 00:32:35,457 INFO test.py line 201 3738285] Test: 18/78-scene0695_02, Batch: 138/139 +[2025-02-27 00:32:35,644 INFO test.py line 289 3738285] Test: scene0695_02 [18/78]-157025 Batch 5.623 (5.449) Accuracy 0.7976 (0.6449) mIoU 0.3130 (0.5295) +[2025-02-27 00:32:35,715 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 0/156 +[2025-02-27 00:32:35,775 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 1/156 +[2025-02-27 00:32:35,815 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 2/156 +[2025-02-27 00:32:35,855 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 3/156 +[2025-02-27 00:32:35,893 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 4/156 +[2025-02-27 00:32:35,932 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 5/156 +[2025-02-27 00:32:35,971 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 6/156 +[2025-02-27 00:32:36,009 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 7/156 +[2025-02-27 00:32:36,050 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 8/156 +[2025-02-27 00:32:36,091 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 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00:32:36,533 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 20/156 +[2025-02-27 00:32:36,575 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 21/156 +[2025-02-27 00:32:36,615 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 22/156 +[2025-02-27 00:32:36,653 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 23/156 +[2025-02-27 00:32:36,692 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 24/156 +[2025-02-27 00:32:36,730 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 25/156 +[2025-02-27 00:32:36,769 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 26/156 +[2025-02-27 00:32:36,818 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 27/156 +[2025-02-27 00:32:36,865 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 28/156 +[2025-02-27 00:32:36,904 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 29/156 +[2025-02-27 00:32:36,942 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 30/156 +[2025-02-27 00:32:36,980 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 31/156 +[2025-02-27 00:32:37,018 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 32/156 +[2025-02-27 00:32:37,057 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 33/156 +[2025-02-27 00:32:37,101 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 34/156 +[2025-02-27 00:32:37,140 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 35/156 +[2025-02-27 00:32:37,180 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 36/156 +[2025-02-27 00:32:37,220 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 37/156 +[2025-02-27 00:32:37,257 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 38/156 +[2025-02-27 00:32:37,295 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 39/156 +[2025-02-27 00:32:37,333 INFO test.py line 201 3738285] Test: 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00:32:38,241 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 61/156 +[2025-02-27 00:32:38,280 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 62/156 +[2025-02-27 00:32:38,316 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 63/156 +[2025-02-27 00:32:38,357 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 64/156 +[2025-02-27 00:32:38,415 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 65/156 +[2025-02-27 00:32:38,466 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 66/156 +[2025-02-27 00:32:38,512 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 67/156 +[2025-02-27 00:32:38,550 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 68/156 +[2025-02-27 00:32:38,595 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 69/156 +[2025-02-27 00:32:38,632 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 70/156 +[2025-02-27 00:32:38,669 INFO test.py line 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00:32:40,047 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 102/156 +[2025-02-27 00:32:40,105 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 103/156 +[2025-02-27 00:32:40,170 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 104/156 +[2025-02-27 00:32:40,369 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 105/156 +[2025-02-27 00:32:40,423 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 106/156 +[2025-02-27 00:32:40,470 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 107/156 +[2025-02-27 00:32:40,515 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 108/156 +[2025-02-27 00:32:40,573 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 109/156 +[2025-02-27 00:32:40,619 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 110/156 +[2025-02-27 00:32:40,661 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 111/156 +[2025-02-27 00:32:40,704 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 112/156 +[2025-02-27 00:32:40,743 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 113/156 +[2025-02-27 00:32:40,784 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 114/156 +[2025-02-27 00:32:40,824 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 115/156 +[2025-02-27 00:32:40,883 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 116/156 +[2025-02-27 00:32:40,922 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 117/156 +[2025-02-27 00:32:40,965 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 118/156 +[2025-02-27 00:32:41,007 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 119/156 +[2025-02-27 00:32:41,049 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 120/156 +[2025-02-27 00:32:41,096 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 121/156 +[2025-02-27 00:32:41,148 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 122/156 +[2025-02-27 00:32:41,205 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 123/156 +[2025-02-27 00:32:41,244 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 124/156 +[2025-02-27 00:32:41,284 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 125/156 +[2025-02-27 00:32:41,327 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 126/156 +[2025-02-27 00:32:41,374 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 127/156 +[2025-02-27 00:32:41,414 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 128/156 +[2025-02-27 00:32:41,472 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 129/156 +[2025-02-27 00:32:41,515 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 130/156 +[2025-02-27 00:32:41,558 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 131/156 +[2025-02-27 00:32:41,598 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 132/156 +[2025-02-27 00:32:41,640 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 133/156 +[2025-02-27 00:32:41,703 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 134/156 +[2025-02-27 00:32:41,748 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 135/156 +[2025-02-27 00:32:41,794 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 136/156 +[2025-02-27 00:32:41,834 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 137/156 +[2025-02-27 00:32:41,874 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 138/156 +[2025-02-27 00:32:41,914 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 139/156 +[2025-02-27 00:32:41,962 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 140/156 +[2025-02-27 00:32:42,002 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 141/156 +[2025-02-27 00:32:42,043 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 142/156 +[2025-02-27 00:32:42,083 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 143/156 +[2025-02-27 00:32:42,122 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 144/156 +[2025-02-27 00:32:42,161 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 145/156 +[2025-02-27 00:32:42,201 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 146/156 +[2025-02-27 00:32:42,241 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 147/156 +[2025-02-27 00:32:42,279 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 148/156 +[2025-02-27 00:32:42,319 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 149/156 +[2025-02-27 00:32:42,361 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 150/156 +[2025-02-27 00:32:42,398 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 151/156 +[2025-02-27 00:32:42,437 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 152/156 +[2025-02-27 00:32:42,475 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 153/156 +[2025-02-27 00:32:42,514 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 154/156 +[2025-02-27 00:32:42,551 INFO test.py line 201 3738285] Test: 19/78-scene0629_00, Batch: 155/156 +[2025-02-27 00:32:42,877 INFO test.py line 289 3738285] Test: scene0629_00 [19/78]-255083 Batch 7.232 (5.543) Accuracy 0.8211 (0.6492) mIoU 0.3549 (0.5313) +[2025-02-27 00:32:42,918 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 0/125 +[2025-02-27 00:32:42,944 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 1/125 +[2025-02-27 00:32:42,969 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 2/125 +[2025-02-27 00:32:42,995 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 3/125 +[2025-02-27 00:32:43,020 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 4/125 +[2025-02-27 00:32:43,049 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:32:43,337 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 16/125 +[2025-02-27 00:32:43,370 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 17/125 +[2025-02-27 00:32:43,397 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 18/125 +[2025-02-27 00:32:43,423 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 19/125 +[2025-02-27 00:32:43,450 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 20/125 +[2025-02-27 00:32:43,476 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 21/125 +[2025-02-27 00:32:43,501 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 22/125 +[2025-02-27 00:32:43,527 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 23/125 +[2025-02-27 00:32:43,554 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 24/125 +[2025-02-27 00:32:43,580 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 25/125 +[2025-02-27 00:32:43,606 INFO 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Test: 20/78-scene0609_01, Batch: 36/125 +[2025-02-27 00:32:43,901 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 37/125 +[2025-02-27 00:32:43,927 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 38/125 +[2025-02-27 00:32:43,952 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 39/125 +[2025-02-27 00:32:43,981 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 40/125 +[2025-02-27 00:32:44,007 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 41/125 +[2025-02-27 00:32:44,033 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 42/125 +[2025-02-27 00:32:44,060 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 43/125 +[2025-02-27 00:32:44,086 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 44/125 +[2025-02-27 00:32:44,114 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 45/125 +[2025-02-27 00:32:44,140 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, 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00:32:44,446 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 57/125 +[2025-02-27 00:32:44,472 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 58/125 +[2025-02-27 00:32:44,497 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 59/125 +[2025-02-27 00:32:44,523 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 60/125 +[2025-02-27 00:32:44,549 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 61/125 +[2025-02-27 00:32:44,575 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 62/125 +[2025-02-27 00:32:44,599 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 63/125 +[2025-02-27 00:32:44,626 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 64/125 +[2025-02-27 00:32:44,650 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 65/125 +[2025-02-27 00:32:44,675 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 66/125 +[2025-02-27 00:32:44,701 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 67/125 +[2025-02-27 00:32:44,728 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 68/125 +[2025-02-27 00:32:44,753 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 69/125 +[2025-02-27 00:32:44,783 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 70/125 +[2025-02-27 00:32:44,807 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 71/125 +[2025-02-27 00:32:44,843 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 72/125 +[2025-02-27 00:32:44,876 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 73/125 +[2025-02-27 00:32:44,905 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 74/125 +[2025-02-27 00:32:44,930 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 75/125 +[2025-02-27 00:32:44,957 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 76/125 +[2025-02-27 00:32:44,986 INFO test.py line 201 3738285] Test: 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00:32:45,586 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 98/125 +[2025-02-27 00:32:45,636 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 99/125 +[2025-02-27 00:32:45,663 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 100/125 +[2025-02-27 00:32:45,689 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 101/125 +[2025-02-27 00:32:45,714 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 102/125 +[2025-02-27 00:32:45,746 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 103/125 +[2025-02-27 00:32:45,775 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 104/125 +[2025-02-27 00:32:45,803 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 105/125 +[2025-02-27 00:32:45,830 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 106/125 +[2025-02-27 00:32:45,860 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 107/125 +[2025-02-27 00:32:45,886 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 108/125 +[2025-02-27 00:32:45,911 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 109/125 +[2025-02-27 00:32:45,963 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 110/125 +[2025-02-27 00:32:45,990 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 111/125 +[2025-02-27 00:32:46,016 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 112/125 +[2025-02-27 00:32:46,043 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 113/125 +[2025-02-27 00:32:46,070 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 114/125 +[2025-02-27 00:32:46,096 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 115/125 +[2025-02-27 00:32:46,122 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 116/125 +[2025-02-27 00:32:46,148 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 117/125 +[2025-02-27 00:32:46,173 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 118/125 +[2025-02-27 00:32:46,198 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 119/125 +[2025-02-27 00:32:46,224 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 120/125 +[2025-02-27 00:32:46,251 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 121/125 +[2025-02-27 00:32:46,276 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 122/125 +[2025-02-27 00:32:46,303 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 123/125 +[2025-02-27 00:32:46,328 INFO test.py line 201 3738285] Test: 20/78-scene0609_01, Batch: 124/125 +[2025-02-27 00:32:46,463 INFO test.py line 289 3738285] Test: scene0609_01 [20/78]-115550 Batch 3.586 (5.445) Accuracy 0.8372 (0.6467) mIoU 0.3199 (0.5305) +[2025-02-27 00:32:46,504 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 0/130 +[2025-02-27 00:32:46,536 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 1/130 +[2025-02-27 00:32:46,569 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 2/130 +[2025-02-27 00:32:46,604 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 3/130 +[2025-02-27 00:32:46,638 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 4/130 +[2025-02-27 00:32:46,673 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 5/130 +[2025-02-27 00:32:46,718 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 6/130 +[2025-02-27 00:32:46,753 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 7/130 +[2025-02-27 00:32:46,787 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 8/130 +[2025-02-27 00:32:46,820 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 9/130 +[2025-02-27 00:32:46,857 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 10/130 +[2025-02-27 00:32:46,894 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 11/130 +[2025-02-27 00:32:46,927 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 12/130 +[2025-02-27 00:32:46,961 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 13/130 +[2025-02-27 00:32:46,995 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 14/130 +[2025-02-27 00:32:47,029 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 15/130 +[2025-02-27 00:32:47,065 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 16/130 +[2025-02-27 00:32:47,103 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 17/130 +[2025-02-27 00:32:47,151 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 18/130 +[2025-02-27 00:32:47,185 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 19/130 +[2025-02-27 00:32:47,227 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 20/130 +[2025-02-27 00:32:47,267 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 21/130 +[2025-02-27 00:32:47,321 INFO test.py line 201 3738285] Test: 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Batch: 114/130 +[2025-02-27 00:32:50,997 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 115/130 +[2025-02-27 00:32:51,036 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 116/130 +[2025-02-27 00:32:51,071 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 117/130 +[2025-02-27 00:32:51,112 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 118/130 +[2025-02-27 00:32:51,147 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 119/130 +[2025-02-27 00:32:51,187 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 120/130 +[2025-02-27 00:32:51,220 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 121/130 +[2025-02-27 00:32:51,271 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 122/130 +[2025-02-27 00:32:51,304 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 123/130 +[2025-02-27 00:32:51,338 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 124/130 +[2025-02-27 00:32:51,375 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 125/130 +[2025-02-27 00:32:51,412 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 126/130 +[2025-02-27 00:32:51,447 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 127/130 +[2025-02-27 00:32:51,482 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 128/130 +[2025-02-27 00:32:51,517 INFO test.py line 201 3738285] Test: 21/78-scene0430_00, Batch: 129/130 +[2025-02-27 00:32:51,787 INFO test.py line 289 3738285] Test: scene0430_00 [21/78]-210249 Batch 5.323 (5.439) Accuracy 0.9573 (0.6504) mIoU 0.7575 (0.5350) +[2025-02-27 00:32:51,863 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 0/125 +[2025-02-27 00:32:51,901 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 1/125 +[2025-02-27 00:32:51,944 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 2/125 +[2025-02-27 00:32:51,987 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:32:52,478 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 14/125 +[2025-02-27 00:32:52,517 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 15/125 +[2025-02-27 00:32:52,557 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 16/125 +[2025-02-27 00:32:52,596 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 17/125 +[2025-02-27 00:32:52,635 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 18/125 +[2025-02-27 00:32:52,696 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 19/125 +[2025-02-27 00:32:52,738 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 20/125 +[2025-02-27 00:32:52,776 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 21/125 +[2025-02-27 00:32:52,821 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 22/125 +[2025-02-27 00:32:52,871 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 23/125 +[2025-02-27 00:32:52,922 INFO 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00:32:56,347 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 96/125 +[2025-02-27 00:32:56,386 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 97/125 +[2025-02-27 00:32:56,426 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 98/125 +[2025-02-27 00:32:56,467 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 99/125 +[2025-02-27 00:32:56,506 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 100/125 +[2025-02-27 00:32:56,547 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 101/125 +[2025-02-27 00:32:56,588 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 102/125 +[2025-02-27 00:32:56,627 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 103/125 +[2025-02-27 00:32:56,666 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 104/125 +[2025-02-27 00:32:56,709 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 105/125 +[2025-02-27 00:32:56,748 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 106/125 +[2025-02-27 00:32:56,787 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 107/125 +[2025-02-27 00:32:56,825 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 108/125 +[2025-02-27 00:32:56,864 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 109/125 +[2025-02-27 00:32:56,903 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 110/125 +[2025-02-27 00:32:56,942 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 111/125 +[2025-02-27 00:32:56,984 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 112/125 +[2025-02-27 00:32:57,022 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 113/125 +[2025-02-27 00:32:57,060 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 114/125 +[2025-02-27 00:32:57,098 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 115/125 +[2025-02-27 00:32:57,137 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 116/125 +[2025-02-27 00:32:57,175 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 117/125 +[2025-02-27 00:32:57,214 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 118/125 +[2025-02-27 00:32:57,250 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 119/125 +[2025-02-27 00:32:57,290 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 120/125 +[2025-02-27 00:32:57,343 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 121/125 +[2025-02-27 00:32:57,417 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 122/125 +[2025-02-27 00:32:57,459 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 123/125 +[2025-02-27 00:32:57,497 INFO test.py line 201 3738285] Test: 22/78-scene0608_02, Batch: 124/125 +[2025-02-27 00:32:57,776 INFO test.py line 289 3738285] Test: scene0608_02 [22/78]-235030 Batch 5.989 (5.464) Accuracy 0.7130 (0.6456) mIoU 0.2765 (0.5310) +[2025-02-27 00:32:57,809 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 0/125 +[2025-02-27 00:32:57,837 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 1/125 +[2025-02-27 00:32:57,866 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 2/125 +[2025-02-27 00:32:57,893 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 3/125 +[2025-02-27 00:32:57,920 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 4/125 +[2025-02-27 00:32:57,947 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 5/125 +[2025-02-27 00:32:57,974 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 6/125 +[2025-02-27 00:32:58,007 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 7/125 +[2025-02-27 00:32:58,032 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 8/125 +[2025-02-27 00:32:58,058 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 9/125 +[2025-02-27 00:32:58,084 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 10/125 +[2025-02-27 00:32:58,112 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 11/125 +[2025-02-27 00:32:58,142 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 12/125 +[2025-02-27 00:32:58,170 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 13/125 +[2025-02-27 00:32:58,197 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 14/125 +[2025-02-27 00:32:58,247 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 15/125 +[2025-02-27 00:32:58,276 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 16/125 +[2025-02-27 00:32:58,302 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 17/125 +[2025-02-27 00:32:58,334 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 18/125 +[2025-02-27 00:32:58,360 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 19/125 +[2025-02-27 00:32:58,388 INFO test.py line 201 3738285] Test: 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201 3738285] Test: 23/78-scene0144_01, Batch: 92/125 +[2025-02-27 00:33:00,749 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 93/125 +[2025-02-27 00:33:00,778 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 94/125 +[2025-02-27 00:33:00,810 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 95/125 +[2025-02-27 00:33:00,849 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 96/125 +[2025-02-27 00:33:00,888 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 97/125 +[2025-02-27 00:33:00,937 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 98/125 +[2025-02-27 00:33:00,965 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 99/125 +[2025-02-27 00:33:01,003 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 100/125 +[2025-02-27 00:33:01,031 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 101/125 +[2025-02-27 00:33:01,057 INFO test.py line 201 3738285] Test: 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Batch: 112/125 +[2025-02-27 00:33:01,413 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 113/125 +[2025-02-27 00:33:01,440 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 114/125 +[2025-02-27 00:33:01,477 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 115/125 +[2025-02-27 00:33:01,503 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 116/125 +[2025-02-27 00:33:01,528 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 117/125 +[2025-02-27 00:33:01,555 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 118/125 +[2025-02-27 00:33:01,582 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 119/125 +[2025-02-27 00:33:01,608 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 120/125 +[2025-02-27 00:33:01,637 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 121/125 +[2025-02-27 00:33:01,666 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 122/125 +[2025-02-27 00:33:01,699 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 123/125 +[2025-02-27 00:33:01,726 INFO test.py line 201 3738285] Test: 23/78-scene0144_01, Batch: 124/125 +[2025-02-27 00:33:01,874 INFO test.py line 289 3738285] Test: scene0144_01 [23/78]-116341 Batch 4.098 (5.405) Accuracy 0.8351 (0.6442) mIoU 0.4235 (0.5309) +[2025-02-27 00:33:01,904 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 0/145 +[2025-02-27 00:33:01,931 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 1/145 +[2025-02-27 00:33:01,957 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 2/145 +[2025-02-27 00:33:01,981 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 3/145 +[2025-02-27 00:33:02,008 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 4/145 +[2025-02-27 00:33:02,035 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 5/145 +[2025-02-27 00:33:02,061 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:33:02,383 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 17/145 +[2025-02-27 00:33:02,408 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 18/145 +[2025-02-27 00:33:02,434 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 19/145 +[2025-02-27 00:33:02,461 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 20/145 +[2025-02-27 00:33:02,486 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 21/145 +[2025-02-27 00:33:02,512 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 22/145 +[2025-02-27 00:33:02,539 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 23/145 +[2025-02-27 00:33:02,565 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 24/145 +[2025-02-27 00:33:02,590 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 25/145 +[2025-02-27 00:33:02,616 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 26/145 +[2025-02-27 00:33:02,646 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 27/145 +[2025-02-27 00:33:02,672 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 28/145 +[2025-02-27 00:33:02,700 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 29/145 +[2025-02-27 00:33:02,724 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 30/145 +[2025-02-27 00:33:02,752 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 31/145 +[2025-02-27 00:33:02,797 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 32/145 +[2025-02-27 00:33:02,825 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 33/145 +[2025-02-27 00:33:02,851 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 34/145 +[2025-02-27 00:33:02,902 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 35/145 +[2025-02-27 00:33:02,926 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 36/145 +[2025-02-27 00:33:02,950 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 37/145 +[2025-02-27 00:33:02,976 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 38/145 +[2025-02-27 00:33:03,002 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 39/145 +[2025-02-27 00:33:03,035 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 40/145 +[2025-02-27 00:33:03,063 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 41/145 +[2025-02-27 00:33:03,101 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 42/145 +[2025-02-27 00:33:03,125 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 43/145 +[2025-02-27 00:33:03,155 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 44/145 +[2025-02-27 00:33:03,180 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 45/145 +[2025-02-27 00:33:03,209 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 46/145 +[2025-02-27 00:33:03,240 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, 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00:33:03,531 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 58/145 +[2025-02-27 00:33:03,575 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 59/145 +[2025-02-27 00:33:03,600 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 60/145 +[2025-02-27 00:33:03,625 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 61/145 +[2025-02-27 00:33:03,651 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 62/145 +[2025-02-27 00:33:03,681 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 63/145 +[2025-02-27 00:33:03,707 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 64/145 +[2025-02-27 00:33:03,732 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 65/145 +[2025-02-27 00:33:03,762 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 66/145 +[2025-02-27 00:33:03,787 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 67/145 +[2025-02-27 00:33:03,812 INFO test.py line 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00:33:04,669 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 99/145 +[2025-02-27 00:33:04,697 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 100/145 +[2025-02-27 00:33:04,725 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 101/145 +[2025-02-27 00:33:04,751 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 102/145 +[2025-02-27 00:33:04,776 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 103/145 +[2025-02-27 00:33:04,805 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 104/145 +[2025-02-27 00:33:04,832 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 105/145 +[2025-02-27 00:33:04,885 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 106/145 +[2025-02-27 00:33:04,913 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 107/145 +[2025-02-27 00:33:04,940 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 108/145 +[2025-02-27 00:33:04,967 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 109/145 +[2025-02-27 00:33:04,994 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 110/145 +[2025-02-27 00:33:05,037 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 111/145 +[2025-02-27 00:33:05,072 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 112/145 +[2025-02-27 00:33:05,098 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 113/145 +[2025-02-27 00:33:05,124 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 114/145 +[2025-02-27 00:33:05,154 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 115/145 +[2025-02-27 00:33:05,180 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 116/145 +[2025-02-27 00:33:05,210 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 117/145 +[2025-02-27 00:33:05,248 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 118/145 +[2025-02-27 00:33:05,276 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 119/145 +[2025-02-27 00:33:05,300 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 120/145 +[2025-02-27 00:33:05,344 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 121/145 +[2025-02-27 00:33:05,381 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 122/145 +[2025-02-27 00:33:05,422 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 123/145 +[2025-02-27 00:33:05,446 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 124/145 +[2025-02-27 00:33:05,483 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 125/145 +[2025-02-27 00:33:05,524 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 126/145 +[2025-02-27 00:33:05,566 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 127/145 +[2025-02-27 00:33:05,609 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 128/145 +[2025-02-27 00:33:05,656 INFO test.py line 201 3738285] Test: 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Batch: 139/145 +[2025-02-27 00:33:06,114 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 140/145 +[2025-02-27 00:33:06,140 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 141/145 +[2025-02-27 00:33:06,165 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 142/145 +[2025-02-27 00:33:06,190 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 143/145 +[2025-02-27 00:33:06,216 INFO test.py line 201 3738285] Test: 24/78-scene0382_00, Batch: 144/145 +[2025-02-27 00:33:06,340 INFO test.py line 289 3738285] Test: scene0382_00 [24/78]-100285 Batch 4.465 (5.366) Accuracy 0.8816 (0.6438) mIoU 0.4347 (0.5307) +[2025-02-27 00:33:06,379 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 0/121 +[2025-02-27 00:33:06,416 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 1/121 +[2025-02-27 00:33:06,455 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 2/121 +[2025-02-27 00:33:06,485 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 3/121 +[2025-02-27 00:33:06,511 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 4/121 +[2025-02-27 00:33:06,538 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 5/121 +[2025-02-27 00:33:06,564 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 6/121 +[2025-02-27 00:33:06,591 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 7/121 +[2025-02-27 00:33:06,616 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 8/121 +[2025-02-27 00:33:06,643 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 9/121 +[2025-02-27 00:33:06,670 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 10/121 +[2025-02-27 00:33:06,695 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 11/121 +[2025-02-27 00:33:06,718 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 12/121 +[2025-02-27 00:33:06,744 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, 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00:33:07,057 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 24/121 +[2025-02-27 00:33:07,082 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 25/121 +[2025-02-27 00:33:07,108 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 26/121 +[2025-02-27 00:33:07,133 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 27/121 +[2025-02-27 00:33:07,157 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 28/121 +[2025-02-27 00:33:07,195 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 29/121 +[2025-02-27 00:33:07,225 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 30/121 +[2025-02-27 00:33:07,250 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 31/121 +[2025-02-27 00:33:07,275 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 32/121 +[2025-02-27 00:33:07,302 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 33/121 +[2025-02-27 00:33:07,332 INFO test.py line 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00:33:09,274 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 106/121 +[2025-02-27 00:33:09,313 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 107/121 +[2025-02-27 00:33:09,343 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 108/121 +[2025-02-27 00:33:09,371 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 109/121 +[2025-02-27 00:33:09,396 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 110/121 +[2025-02-27 00:33:09,445 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 111/121 +[2025-02-27 00:33:09,469 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 112/121 +[2025-02-27 00:33:09,498 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 113/121 +[2025-02-27 00:33:09,523 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 114/121 +[2025-02-27 00:33:09,549 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 115/121 +[2025-02-27 00:33:09,599 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 116/121 +[2025-02-27 00:33:09,623 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 117/121 +[2025-02-27 00:33:09,650 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 118/121 +[2025-02-27 00:33:09,675 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 119/121 +[2025-02-27 00:33:09,704 INFO test.py line 201 3738285] Test: 25/78-scene0077_00, Batch: 120/121 +[2025-02-27 00:33:09,824 INFO test.py line 289 3738285] Test: scene0077_00 [25/78]-92807 Batch 3.484 (5.290) Accuracy 0.9087 (0.6472) mIoU 0.5084 (0.5340) +[2025-02-27 00:33:09,860 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 0/159 +[2025-02-27 00:33:09,894 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 1/159 +[2025-02-27 00:33:09,927 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 2/159 +[2025-02-27 00:33:09,961 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 3/159 +[2025-02-27 00:33:10,003 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 4/159 +[2025-02-27 00:33:10,039 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 5/159 +[2025-02-27 00:33:10,075 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 6/159 +[2025-02-27 00:33:10,108 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 7/159 +[2025-02-27 00:33:10,153 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 8/159 +[2025-02-27 00:33:10,221 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 9/159 +[2025-02-27 00:33:10,252 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 10/159 +[2025-02-27 00:33:10,281 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 11/159 +[2025-02-27 00:33:10,323 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 12/159 +[2025-02-27 00:33:10,355 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 13/159 +[2025-02-27 00:33:10,387 INFO 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+[2025-02-27 00:33:13,893 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 127/159 +[2025-02-27 00:33:13,925 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 128/159 +[2025-02-27 00:33:13,951 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 129/159 +[2025-02-27 00:33:13,977 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 130/159 +[2025-02-27 00:33:14,005 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 131/159 +[2025-02-27 00:33:14,033 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 132/159 +[2025-02-27 00:33:14,062 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 133/159 +[2025-02-27 00:33:14,091 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 134/159 +[2025-02-27 00:33:14,143 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 135/159 +[2025-02-27 00:33:14,172 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 136/159 +[2025-02-27 00:33:14,198 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 137/159 +[2025-02-27 00:33:14,264 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 138/159 +[2025-02-27 00:33:14,299 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 139/159 +[2025-02-27 00:33:14,334 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 140/159 +[2025-02-27 00:33:14,373 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 141/159 +[2025-02-27 00:33:14,408 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 142/159 +[2025-02-27 00:33:14,443 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 143/159 +[2025-02-27 00:33:14,479 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 144/159 +[2025-02-27 00:33:14,514 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 145/159 +[2025-02-27 00:33:14,549 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 146/159 +[2025-02-27 00:33:14,590 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 147/159 +[2025-02-27 00:33:14,635 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 148/159 +[2025-02-27 00:33:14,671 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 149/159 +[2025-02-27 00:33:14,707 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 150/159 +[2025-02-27 00:33:14,743 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 151/159 +[2025-02-27 00:33:14,779 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 152/159 +[2025-02-27 00:33:14,814 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 153/159 +[2025-02-27 00:33:14,849 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 154/159 +[2025-02-27 00:33:14,885 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 155/159 +[2025-02-27 00:33:14,920 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 156/159 +[2025-02-27 00:33:14,956 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 157/159 +[2025-02-27 00:33:14,986 INFO test.py line 201 3738285] Test: 26/78-scene0084_00, Batch: 158/159 +[2025-02-27 00:33:15,122 INFO test.py line 289 3738285] Test: scene0084_00 [26/78]-116845 Batch 5.297 (5.291) Accuracy 0.8951 (0.6358) mIoU 0.3737 (0.5304) +[2025-02-27 00:33:15,163 INFO test.py line 201 3738285] Test: 27/78-scene0608_00, Batch: 0/121 +[2025-02-27 00:33:15,197 INFO test.py line 201 3738285] Test: 27/78-scene0608_00, Batch: 1/121 +[2025-02-27 00:33:15,230 INFO test.py line 201 3738285] Test: 27/78-scene0608_00, Batch: 2/121 +[2025-02-27 00:33:15,263 INFO test.py line 201 3738285] Test: 27/78-scene0608_00, Batch: 3/121 +[2025-02-27 00:33:15,297 INFO test.py line 201 3738285] Test: 27/78-scene0608_00, Batch: 4/121 +[2025-02-27 00:33:15,331 INFO test.py line 201 3738285] Test: 27/78-scene0608_00, Batch: 5/121 +[2025-02-27 00:33:15,367 INFO test.py line 201 3738285] Test: 27/78-scene0608_00, Batch: 6/121 +[2025-02-27 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Batch: 119/121 +[2025-02-27 00:33:19,735 INFO test.py line 201 3738285] Test: 27/78-scene0608_00, Batch: 120/121 +[2025-02-27 00:33:19,900 INFO test.py line 289 3738285] Test: scene0608_00 [27/78]-186579 Batch 4.777 (5.272) Accuracy 0.6572 (0.6264) mIoU 0.2282 (0.5208) +[2025-02-27 00:33:19,931 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 0/134 +[2025-02-27 00:33:19,957 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 1/134 +[2025-02-27 00:33:19,983 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 2/134 +[2025-02-27 00:33:20,019 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 3/134 +[2025-02-27 00:33:20,043 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 4/134 +[2025-02-27 00:33:20,068 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 5/134 +[2025-02-27 00:33:20,092 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 6/134 +[2025-02-27 00:33:20,119 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 7/134 +[2025-02-27 00:33:20,145 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 8/134 +[2025-02-27 00:33:20,171 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 9/134 +[2025-02-27 00:33:20,199 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 10/134 +[2025-02-27 00:33:20,225 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 11/134 +[2025-02-27 00:33:20,249 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 12/134 +[2025-02-27 00:33:20,277 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 13/134 +[2025-02-27 00:33:20,310 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 14/134 +[2025-02-27 00:33:20,335 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 15/134 +[2025-02-27 00:33:20,365 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 16/134 +[2025-02-27 00:33:20,393 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 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00:33:23,373 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 110/134 +[2025-02-27 00:33:23,411 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 111/134 +[2025-02-27 00:33:23,443 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 112/134 +[2025-02-27 00:33:23,474 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 113/134 +[2025-02-27 00:33:23,504 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 114/134 +[2025-02-27 00:33:23,535 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 115/134 +[2025-02-27 00:33:23,569 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 116/134 +[2025-02-27 00:33:23,599 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 117/134 +[2025-02-27 00:33:23,629 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 118/134 +[2025-02-27 00:33:23,683 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 119/134 +[2025-02-27 00:33:23,712 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 120/134 +[2025-02-27 00:33:23,744 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 121/134 +[2025-02-27 00:33:23,774 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 122/134 +[2025-02-27 00:33:23,803 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 123/134 +[2025-02-27 00:33:23,832 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 124/134 +[2025-02-27 00:33:23,861 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 125/134 +[2025-02-27 00:33:23,889 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 126/134 +[2025-02-27 00:33:23,920 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 127/134 +[2025-02-27 00:33:23,950 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 128/134 +[2025-02-27 00:33:23,979 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 129/134 +[2025-02-27 00:33:24,029 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 130/134 +[2025-02-27 00:33:24,058 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 131/134 +[2025-02-27 00:33:24,094 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 132/134 +[2025-02-27 00:33:24,123 INFO test.py line 201 3738285] Test: 28/78-scene0558_01, Batch: 133/134 +[2025-02-27 00:33:24,293 INFO test.py line 289 3738285] Test: scene0558_01 [28/78]-141342 Batch 4.393 (5.240) Accuracy 0.6171 (0.6192) mIoU 0.2208 (0.5071) +[2025-02-27 00:33:24,325 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 0/125 +[2025-02-27 00:33:24,352 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 1/125 +[2025-02-27 00:33:24,380 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 2/125 +[2025-02-27 00:33:24,409 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 3/125 +[2025-02-27 00:33:24,437 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 4/125 +[2025-02-27 00:33:24,475 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 5/125 +[2025-02-27 00:33:24,512 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 6/125 +[2025-02-27 00:33:24,549 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 7/125 +[2025-02-27 00:33:24,587 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 8/125 +[2025-02-27 00:33:24,615 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 9/125 +[2025-02-27 00:33:24,641 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 10/125 +[2025-02-27 00:33:24,668 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 11/125 +[2025-02-27 00:33:24,717 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 12/125 +[2025-02-27 00:33:24,749 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 13/125 +[2025-02-27 00:33:24,774 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 14/125 +[2025-02-27 00:33:24,812 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 15/125 +[2025-02-27 00:33:24,841 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 16/125 +[2025-02-27 00:33:24,868 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 17/125 +[2025-02-27 00:33:24,897 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 18/125 +[2025-02-27 00:33:24,925 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 19/125 +[2025-02-27 00:33:24,958 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 20/125 +[2025-02-27 00:33:24,986 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 21/125 +[2025-02-27 00:33:25,016 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 22/125 +[2025-02-27 00:33:25,056 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 23/125 +[2025-02-27 00:33:25,097 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 24/125 +[2025-02-27 00:33:25,124 INFO test.py line 201 3738285] Test: 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201 3738285] Test: 29/78-scene0430_01, Batch: 97/125 +[2025-02-27 00:33:27,258 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 98/125 +[2025-02-27 00:33:27,285 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 99/125 +[2025-02-27 00:33:27,312 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 100/125 +[2025-02-27 00:33:27,341 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 101/125 +[2025-02-27 00:33:27,370 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 102/125 +[2025-02-27 00:33:27,406 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 103/125 +[2025-02-27 00:33:27,442 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 104/125 +[2025-02-27 00:33:27,483 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 105/125 +[2025-02-27 00:33:27,523 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 106/125 +[2025-02-27 00:33:27,564 INFO test.py line 201 3738285] Test: 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Batch: 117/125 +[2025-02-27 00:33:27,991 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 118/125 +[2025-02-27 00:33:28,020 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 119/125 +[2025-02-27 00:33:28,049 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 120/125 +[2025-02-27 00:33:28,078 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 121/125 +[2025-02-27 00:33:28,105 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 122/125 +[2025-02-27 00:33:28,133 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 123/125 +[2025-02-27 00:33:28,161 INFO test.py line 201 3738285] Test: 29/78-scene0430_01, Batch: 124/125 +[2025-02-27 00:33:28,331 INFO test.py line 289 3738285] Test: scene0430_01 [29/78]-126166 Batch 4.037 (5.199) Accuracy 0.9472 (0.6207) mIoU 0.7584 (0.5089) +[2025-02-27 00:33:28,365 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 0/144 +[2025-02-27 00:33:28,393 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 1/144 +[2025-02-27 00:33:28,421 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 2/144 +[2025-02-27 00:33:28,452 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 3/144 +[2025-02-27 00:33:28,479 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 4/144 +[2025-02-27 00:33:28,514 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 5/144 +[2025-02-27 00:33:28,540 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 6/144 +[2025-02-27 00:33:28,569 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 7/144 +[2025-02-27 00:33:28,597 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 8/144 +[2025-02-27 00:33:28,625 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 9/144 +[2025-02-27 00:33:28,656 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 10/144 +[2025-02-27 00:33:28,687 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, 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00:33:29,031 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 22/144 +[2025-02-27 00:33:29,057 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 23/144 +[2025-02-27 00:33:29,083 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 24/144 +[2025-02-27 00:33:29,110 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 25/144 +[2025-02-27 00:33:29,137 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 26/144 +[2025-02-27 00:33:29,166 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 27/144 +[2025-02-27 00:33:29,195 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 28/144 +[2025-02-27 00:33:29,222 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 29/144 +[2025-02-27 00:33:29,249 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 30/144 +[2025-02-27 00:33:29,275 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 31/144 +[2025-02-27 00:33:29,304 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 32/144 +[2025-02-27 00:33:29,341 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 33/144 +[2025-02-27 00:33:29,370 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 34/144 +[2025-02-27 00:33:29,409 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 35/144 +[2025-02-27 00:33:29,434 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 36/144 +[2025-02-27 00:33:29,463 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 37/144 +[2025-02-27 00:33:29,494 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 38/144 +[2025-02-27 00:33:29,524 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 39/144 +[2025-02-27 00:33:29,550 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 40/144 +[2025-02-27 00:33:29,577 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 41/144 +[2025-02-27 00:33:29,604 INFO test.py line 201 3738285] Test: 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00:33:31,411 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 104/144 +[2025-02-27 00:33:31,433 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 105/144 +[2025-02-27 00:33:31,467 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 106/144 +[2025-02-27 00:33:31,500 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 107/144 +[2025-02-27 00:33:31,528 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 108/144 +[2025-02-27 00:33:31,563 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 109/144 +[2025-02-27 00:33:31,587 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 110/144 +[2025-02-27 00:33:31,611 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 111/144 +[2025-02-27 00:33:31,636 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 112/144 +[2025-02-27 00:33:31,660 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 113/144 +[2025-02-27 00:33:31,684 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 114/144 +[2025-02-27 00:33:31,708 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 115/144 +[2025-02-27 00:33:31,733 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 116/144 +[2025-02-27 00:33:31,758 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 117/144 +[2025-02-27 00:33:31,783 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 118/144 +[2025-02-27 00:33:31,811 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 119/144 +[2025-02-27 00:33:31,837 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 120/144 +[2025-02-27 00:33:31,860 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 121/144 +[2025-02-27 00:33:31,886 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 122/144 +[2025-02-27 00:33:31,910 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 123/144 +[2025-02-27 00:33:31,934 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 124/144 +[2025-02-27 00:33:31,958 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 125/144 +[2025-02-27 00:33:31,994 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 126/144 +[2025-02-27 00:33:32,022 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 127/144 +[2025-02-27 00:33:32,062 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 128/144 +[2025-02-27 00:33:32,101 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 129/144 +[2025-02-27 00:33:32,129 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 130/144 +[2025-02-27 00:33:32,159 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 131/144 +[2025-02-27 00:33:32,187 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 132/144 +[2025-02-27 00:33:32,219 INFO test.py line 201 3738285] Test: 30/78-scene0086_01, Batch: 133/144 +[2025-02-27 00:33:32,246 INFO test.py line 201 3738285] Test: 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[30/78]-124210 Batch 4.292 (5.169) Accuracy 0.7813 (0.6070) mIoU 0.2715 (0.4985) +[2025-02-27 00:33:36,642 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 0/138 +[2025-02-27 00:33:36,697 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 1/138 +[2025-02-27 00:33:36,751 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 2/138 +[2025-02-27 00:33:36,807 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 3/138 +[2025-02-27 00:33:36,862 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 4/138 +[2025-02-27 00:33:36,929 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 5/138 +[2025-02-27 00:33:36,993 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 6/138 +[2025-02-27 00:33:37,056 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 7/138 +[2025-02-27 00:33:37,122 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 8/138 +[2025-02-27 00:33:37,188 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 9/138 +[2025-02-27 00:33:37,257 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 10/138 +[2025-02-27 00:33:37,319 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 11/138 +[2025-02-27 00:33:37,379 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 12/138 +[2025-02-27 00:33:37,457 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 13/138 +[2025-02-27 00:33:37,525 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 14/138 +[2025-02-27 00:33:37,593 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 15/138 +[2025-02-27 00:33:37,648 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 16/138 +[2025-02-27 00:33:37,717 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 17/138 +[2025-02-27 00:33:37,778 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 18/138 +[2025-02-27 00:33:37,837 INFO test.py line 201 3738285] Test: 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00:33:39,063 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 40/138 +[2025-02-27 00:33:39,129 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 41/138 +[2025-02-27 00:33:39,178 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 42/138 +[2025-02-27 00:33:39,228 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 43/138 +[2025-02-27 00:33:39,276 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 44/138 +[2025-02-27 00:33:39,326 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 45/138 +[2025-02-27 00:33:39,376 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 46/138 +[2025-02-27 00:33:39,424 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 47/138 +[2025-02-27 00:33:39,475 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 48/138 +[2025-02-27 00:33:39,525 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 49/138 +[2025-02-27 00:33:39,575 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 50/138 +[2025-02-27 00:33:39,626 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 51/138 +[2025-02-27 00:33:39,678 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 52/138 +[2025-02-27 00:33:39,728 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 53/138 +[2025-02-27 00:33:39,778 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 54/138 +[2025-02-27 00:33:39,827 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 55/138 +[2025-02-27 00:33:39,913 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 56/138 +[2025-02-27 00:33:39,962 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 57/138 +[2025-02-27 00:33:40,011 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 58/138 +[2025-02-27 00:33:40,067 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 59/138 +[2025-02-27 00:33:40,118 INFO test.py line 201 3738285] Test: 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Batch: 111/138 +[2025-02-27 00:33:43,039 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 112/138 +[2025-02-27 00:33:43,096 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 113/138 +[2025-02-27 00:33:43,154 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 114/138 +[2025-02-27 00:33:43,211 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 115/138 +[2025-02-27 00:33:43,268 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 116/138 +[2025-02-27 00:33:43,343 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 117/138 +[2025-02-27 00:33:43,400 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 118/138 +[2025-02-27 00:33:43,469 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 119/138 +[2025-02-27 00:33:43,527 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 120/138 +[2025-02-27 00:33:43,591 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 121/138 +[2025-02-27 00:33:43,659 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 122/138 +[2025-02-27 00:33:43,723 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 123/138 +[2025-02-27 00:33:43,789 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 124/138 +[2025-02-27 00:33:43,859 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 125/138 +[2025-02-27 00:33:43,919 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 126/138 +[2025-02-27 00:33:43,977 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 127/138 +[2025-02-27 00:33:44,032 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 128/138 +[2025-02-27 00:33:44,090 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 129/138 +[2025-02-27 00:33:44,143 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 130/138 +[2025-02-27 00:33:44,198 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 131/138 +[2025-02-27 00:33:44,252 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 132/138 +[2025-02-27 00:33:44,312 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 133/138 +[2025-02-27 00:33:44,366 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 134/138 +[2025-02-27 00:33:44,420 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 135/138 +[2025-02-27 00:33:44,472 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 136/138 +[2025-02-27 00:33:44,529 INFO test.py line 201 3738285] Test: 31/78-scene0500_00, Batch: 137/138 +[2025-02-27 00:33:44,995 INFO test.py line 289 3738285] Test: scene0500_00 [31/78]-396942 Batch 8.420 (5.273) Accuracy 0.8948 (0.6082) mIoU 0.4184 (0.4997) +[2025-02-27 00:33:45,038 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 0/121 +[2025-02-27 00:33:45,074 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 1/121 +[2025-02-27 00:33:45,108 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:33:45,567 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 13/121 +[2025-02-27 00:33:45,599 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 14/121 +[2025-02-27 00:33:45,633 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 15/121 +[2025-02-27 00:33:45,670 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 16/121 +[2025-02-27 00:33:45,705 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 17/121 +[2025-02-27 00:33:45,738 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 18/121 +[2025-02-27 00:33:45,772 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 19/121 +[2025-02-27 00:33:45,806 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 20/121 +[2025-02-27 00:33:45,839 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 21/121 +[2025-02-27 00:33:45,891 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 22/121 +[2025-02-27 00:33:45,923 INFO 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line 201 3738285] Test: 32/78-scene0064_01, Batch: 105/121 +[2025-02-27 00:33:49,194 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 106/121 +[2025-02-27 00:33:49,230 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 107/121 +[2025-02-27 00:33:49,266 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 108/121 +[2025-02-27 00:33:49,316 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 109/121 +[2025-02-27 00:33:49,351 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 110/121 +[2025-02-27 00:33:49,385 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 111/121 +[2025-02-27 00:33:49,441 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 112/121 +[2025-02-27 00:33:49,475 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 113/121 +[2025-02-27 00:33:49,510 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 114/121 +[2025-02-27 00:33:49,546 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 115/121 +[2025-02-27 00:33:49,579 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 116/121 +[2025-02-27 00:33:49,619 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 117/121 +[2025-02-27 00:33:49,653 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 118/121 +[2025-02-27 00:33:49,686 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 119/121 +[2025-02-27 00:33:49,720 INFO test.py line 201 3738285] Test: 32/78-scene0064_01, Batch: 120/121 +[2025-02-27 00:33:50,043 INFO test.py line 289 3738285] Test: scene0064_01 [32/78]-195252 Batch 5.048 (5.266) Accuracy 0.6156 (0.6052) mIoU 0.3089 (0.4932) +[2025-02-27 00:33:50,074 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 0/117 +[2025-02-27 00:33:50,099 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 1/117 +[2025-02-27 00:33:50,122 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 2/117 +[2025-02-27 00:33:50,146 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 3/117 +[2025-02-27 00:33:50,170 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 4/117 +[2025-02-27 00:33:50,194 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 5/117 +[2025-02-27 00:33:50,224 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 6/117 +[2025-02-27 00:33:50,249 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 7/117 +[2025-02-27 00:33:50,271 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 8/117 +[2025-02-27 00:33:50,304 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 9/117 +[2025-02-27 00:33:50,329 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 10/117 +[2025-02-27 00:33:50,351 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 11/117 +[2025-02-27 00:33:50,386 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 12/117 +[2025-02-27 00:33:50,410 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 13/117 +[2025-02-27 00:33:50,436 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 14/117 +[2025-02-27 00:33:50,463 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 15/117 +[2025-02-27 00:33:50,487 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 16/117 +[2025-02-27 00:33:50,510 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 17/117 +[2025-02-27 00:33:50,532 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 18/117 +[2025-02-27 00:33:50,565 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 19/117 +[2025-02-27 00:33:50,588 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 20/117 +[2025-02-27 00:33:50,611 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 21/117 +[2025-02-27 00:33:50,635 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 22/117 +[2025-02-27 00:33:50,658 INFO test.py line 201 3738285] Test: 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00:33:52,363 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 85/117 +[2025-02-27 00:33:52,387 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 86/117 +[2025-02-27 00:33:52,412 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 87/117 +[2025-02-27 00:33:52,436 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 88/117 +[2025-02-27 00:33:52,462 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 89/117 +[2025-02-27 00:33:52,485 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 90/117 +[2025-02-27 00:33:52,511 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 91/117 +[2025-02-27 00:33:52,534 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 92/117 +[2025-02-27 00:33:52,559 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 93/117 +[2025-02-27 00:33:52,582 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 94/117 +[2025-02-27 00:33:52,605 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 95/117 +[2025-02-27 00:33:52,630 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 96/117 +[2025-02-27 00:33:52,654 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 97/117 +[2025-02-27 00:33:52,677 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 98/117 +[2025-02-27 00:33:52,700 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 99/117 +[2025-02-27 00:33:52,732 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 100/117 +[2025-02-27 00:33:52,756 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 101/117 +[2025-02-27 00:33:52,779 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 102/117 +[2025-02-27 00:33:52,807 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 103/117 +[2025-02-27 00:33:52,832 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 104/117 +[2025-02-27 00:33:52,855 INFO test.py line 201 3738285] Test: 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Batch: 115/117 +[2025-02-27 00:33:53,116 INFO test.py line 201 3738285] Test: 33/78-scene0553_01, Batch: 116/117 +[2025-02-27 00:33:53,185 INFO test.py line 289 3738285] Test: scene0553_01 [33/78]-61388 Batch 3.142 (5.202) Accuracy 0.9273 (0.6054) mIoU 0.4693 (0.4941) +[2025-02-27 00:33:53,223 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 0/138 +[2025-02-27 00:33:53,253 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 1/138 +[2025-02-27 00:33:53,298 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 2/138 +[2025-02-27 00:33:53,333 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 3/138 +[2025-02-27 00:33:53,364 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 4/138 +[2025-02-27 00:33:53,406 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 5/138 +[2025-02-27 00:33:53,437 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 6/138 +[2025-02-27 00:33:53,468 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 7/138 +[2025-02-27 00:33:53,499 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 8/138 +[2025-02-27 00:33:53,530 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 9/138 +[2025-02-27 00:33:53,560 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 10/138 +[2025-02-27 00:33:53,592 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 11/138 +[2025-02-27 00:33:53,622 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 12/138 +[2025-02-27 00:33:53,670 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 13/138 +[2025-02-27 00:33:53,702 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 14/138 +[2025-02-27 00:33:53,734 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 15/138 +[2025-02-27 00:33:53,776 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 16/138 +[2025-02-27 00:33:53,807 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 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00:33:57,036 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 110/138 +[2025-02-27 00:33:57,071 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 111/138 +[2025-02-27 00:33:57,102 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 112/138 +[2025-02-27 00:33:57,132 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 113/138 +[2025-02-27 00:33:57,165 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 114/138 +[2025-02-27 00:33:57,198 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 115/138 +[2025-02-27 00:33:57,230 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 116/138 +[2025-02-27 00:33:57,261 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 117/138 +[2025-02-27 00:33:57,296 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 118/138 +[2025-02-27 00:33:57,329 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 119/138 +[2025-02-27 00:33:57,363 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 120/138 +[2025-02-27 00:33:57,395 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 121/138 +[2025-02-27 00:33:57,426 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 122/138 +[2025-02-27 00:33:57,456 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 123/138 +[2025-02-27 00:33:57,490 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 124/138 +[2025-02-27 00:33:57,528 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 125/138 +[2025-02-27 00:33:57,568 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 126/138 +[2025-02-27 00:33:57,606 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 127/138 +[2025-02-27 00:33:57,651 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 128/138 +[2025-02-27 00:33:57,691 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 129/138 +[2025-02-27 00:33:57,732 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 130/138 +[2025-02-27 00:33:57,779 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 131/138 +[2025-02-27 00:33:57,828 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 132/138 +[2025-02-27 00:33:57,865 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 133/138 +[2025-02-27 00:33:57,909 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 134/138 +[2025-02-27 00:33:57,964 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 135/138 +[2025-02-27 00:33:58,011 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 136/138 +[2025-02-27 00:33:58,240 INFO test.py line 201 3738285] Test: 34/78-scene0462_00, Batch: 137/138 +[2025-02-27 00:33:58,427 INFO test.py line 289 3738285] Test: scene0462_00 [34/78]-156714 Batch 5.242 (5.203) Accuracy 0.8257 (0.5873) mIoU 0.2893 (0.4778) +[2025-02-27 00:33:58,455 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 0/113 +[2025-02-27 00:33:58,479 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 1/113 +[2025-02-27 00:33:58,502 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 2/113 +[2025-02-27 00:33:58,528 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 3/113 +[2025-02-27 00:33:58,552 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 4/113 +[2025-02-27 00:33:58,582 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 5/113 +[2025-02-27 00:33:58,607 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 6/113 +[2025-02-27 00:33:58,633 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 7/113 +[2025-02-27 00:33:58,658 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 8/113 +[2025-02-27 00:33:58,681 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 9/113 +[2025-02-27 00:33:58,741 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 10/113 +[2025-02-27 00:33:58,768 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 11/113 +[2025-02-27 00:33:58,795 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 12/113 +[2025-02-27 00:33:58,818 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 13/113 +[2025-02-27 00:33:58,843 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 14/113 +[2025-02-27 00:33:58,871 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 15/113 +[2025-02-27 00:33:58,926 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 16/113 +[2025-02-27 00:33:58,949 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 17/113 +[2025-02-27 00:33:58,975 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 18/113 +[2025-02-27 00:33:58,999 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 19/113 +[2025-02-27 00:33:59,024 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 20/113 +[2025-02-27 00:33:59,048 INFO test.py line 201 3738285] Test: 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00:34:00,834 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 83/113 +[2025-02-27 00:34:00,873 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 84/113 +[2025-02-27 00:34:00,904 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 85/113 +[2025-02-27 00:34:00,932 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 86/113 +[2025-02-27 00:34:00,961 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 87/113 +[2025-02-27 00:34:01,002 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 88/113 +[2025-02-27 00:34:01,036 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 89/113 +[2025-02-27 00:34:01,071 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 90/113 +[2025-02-27 00:34:01,103 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 91/113 +[2025-02-27 00:34:01,143 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 92/113 +[2025-02-27 00:34:01,189 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 93/113 +[2025-02-27 00:34:01,219 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 94/113 +[2025-02-27 00:34:01,251 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 95/113 +[2025-02-27 00:34:01,283 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 96/113 +[2025-02-27 00:34:01,312 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 97/113 +[2025-02-27 00:34:01,342 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 98/113 +[2025-02-27 00:34:01,370 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 99/113 +[2025-02-27 00:34:01,401 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 100/113 +[2025-02-27 00:34:01,428 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 101/113 +[2025-02-27 00:34:01,452 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 102/113 +[2025-02-27 00:34:01,480 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 103/113 +[2025-02-27 00:34:01,508 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 104/113 +[2025-02-27 00:34:01,531 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 105/113 +[2025-02-27 00:34:01,557 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 106/113 +[2025-02-27 00:34:01,581 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 107/113 +[2025-02-27 00:34:01,654 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 108/113 +[2025-02-27 00:34:01,701 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 109/113 +[2025-02-27 00:34:01,738 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 110/113 +[2025-02-27 00:34:01,764 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 111/113 +[2025-02-27 00:34:01,812 INFO test.py line 201 3738285] Test: 35/78-scene0146_00, Batch: 112/113 +[2025-02-27 00:34:01,884 INFO test.py line 289 3738285] Test: scene0146_00 [35/78]-60438 Batch 3.456 (5.153) Accuracy 0.8959 (0.5816) mIoU 0.4291 (0.4728) +[2025-02-27 00:34:01,923 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 0/134 +[2025-02-27 00:34:01,958 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 1/134 +[2025-02-27 00:34:01,996 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 2/134 +[2025-02-27 00:34:02,028 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 3/134 +[2025-02-27 00:34:02,059 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 4/134 +[2025-02-27 00:34:02,093 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 5/134 +[2025-02-27 00:34:02,125 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 6/134 +[2025-02-27 00:34:02,156 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 7/134 +[2025-02-27 00:34:02,192 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 8/134 +[2025-02-27 00:34:02,223 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 9/134 +[2025-02-27 00:34:02,255 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 10/134 +[2025-02-27 00:34:02,287 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 11/134 +[2025-02-27 00:34:02,319 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 12/134 +[2025-02-27 00:34:02,350 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 13/134 +[2025-02-27 00:34:02,414 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 14/134 +[2025-02-27 00:34:02,448 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 15/134 +[2025-02-27 00:34:02,480 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 16/134 +[2025-02-27 00:34:02,510 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 17/134 +[2025-02-27 00:34:02,556 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 18/134 +[2025-02-27 00:34:02,588 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 19/134 +[2025-02-27 00:34:02,619 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 20/134 +[2025-02-27 00:34:02,650 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 21/134 +[2025-02-27 00:34:02,681 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 22/134 +[2025-02-27 00:34:02,712 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 23/134 +[2025-02-27 00:34:02,744 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 24/134 +[2025-02-27 00:34:02,775 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 25/134 +[2025-02-27 00:34:02,806 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 26/134 +[2025-02-27 00:34:02,837 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 27/134 +[2025-02-27 00:34:02,867 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 28/134 +[2025-02-27 00:34:02,914 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 29/134 +[2025-02-27 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201 3738285] Test: 36/78-scene0131_01, Batch: 40/134 +[2025-02-27 00:34:03,332 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 41/134 +[2025-02-27 00:34:03,367 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 42/134 +[2025-02-27 00:34:03,398 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 43/134 +[2025-02-27 00:34:03,455 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 44/134 +[2025-02-27 00:34:03,490 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 45/134 +[2025-02-27 00:34:03,523 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 46/134 +[2025-02-27 00:34:03,552 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 47/134 +[2025-02-27 00:34:03,590 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 48/134 +[2025-02-27 00:34:03,642 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 49/134 +[2025-02-27 00:34:03,685 INFO test.py line 201 3738285] Test: 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00:34:06,036 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 112/134 +[2025-02-27 00:34:06,068 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 113/134 +[2025-02-27 00:34:06,102 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 114/134 +[2025-02-27 00:34:06,133 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 115/134 +[2025-02-27 00:34:06,166 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 116/134 +[2025-02-27 00:34:06,199 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 117/134 +[2025-02-27 00:34:06,231 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 118/134 +[2025-02-27 00:34:06,262 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 119/134 +[2025-02-27 00:34:06,294 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 120/134 +[2025-02-27 00:34:06,325 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 121/134 +[2025-02-27 00:34:06,358 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 122/134 +[2025-02-27 00:34:06,390 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 123/134 +[2025-02-27 00:34:06,421 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 124/134 +[2025-02-27 00:34:06,453 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 125/134 +[2025-02-27 00:34:06,484 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 126/134 +[2025-02-27 00:34:06,514 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 127/134 +[2025-02-27 00:34:06,545 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 128/134 +[2025-02-27 00:34:06,576 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 129/134 +[2025-02-27 00:34:06,610 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 130/134 +[2025-02-27 00:34:06,642 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 131/134 +[2025-02-27 00:34:06,671 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 132/134 +[2025-02-27 00:34:06,711 INFO test.py line 201 3738285] Test: 36/78-scene0131_01, Batch: 133/134 +[2025-02-27 00:34:06,952 INFO test.py line 289 3738285] Test: scene0131_01 [36/78]-172221 Batch 5.068 (5.151) Accuracy 0.8753 (0.5653) mIoU 0.2751 (0.4650) +[2025-02-27 00:34:06,998 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 0/131 +[2025-02-27 00:34:07,032 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 1/131 +[2025-02-27 00:34:07,071 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 2/131 +[2025-02-27 00:34:07,104 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 3/131 +[2025-02-27 00:34:07,131 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 4/131 +[2025-02-27 00:34:07,164 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 5/131 +[2025-02-27 00:34:07,197 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 6/131 +[2025-02-27 00:34:07,229 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 7/131 +[2025-02-27 00:34:07,256 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 8/131 +[2025-02-27 00:34:07,283 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 9/131 +[2025-02-27 00:34:07,311 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 10/131 +[2025-02-27 00:34:07,338 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 11/131 +[2025-02-27 00:34:07,365 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 12/131 +[2025-02-27 00:34:07,392 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 13/131 +[2025-02-27 00:34:07,419 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 14/131 +[2025-02-27 00:34:07,446 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 15/131 +[2025-02-27 00:34:07,473 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 16/131 +[2025-02-27 00:34:07,500 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 17/131 +[2025-02-27 00:34:07,530 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 18/131 +[2025-02-27 00:34:07,569 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 19/131 +[2025-02-27 00:34:07,594 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 20/131 +[2025-02-27 00:34:07,623 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 21/131 +[2025-02-27 00:34:07,649 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 22/131 +[2025-02-27 00:34:07,677 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 23/131 +[2025-02-27 00:34:07,705 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 24/131 +[2025-02-27 00:34:07,739 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 25/131 +[2025-02-27 00:34:07,771 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 26/131 +[2025-02-27 00:34:07,802 INFO test.py line 201 3738285] Test: 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Batch: 119/131 +[2025-02-27 00:34:10,609 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 120/131 +[2025-02-27 00:34:10,635 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 121/131 +[2025-02-27 00:34:10,661 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 122/131 +[2025-02-27 00:34:10,687 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 123/131 +[2025-02-27 00:34:10,713 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 124/131 +[2025-02-27 00:34:10,738 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 125/131 +[2025-02-27 00:34:10,765 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 126/131 +[2025-02-27 00:34:10,792 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 127/131 +[2025-02-27 00:34:10,819 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 128/131 +[2025-02-27 00:34:10,845 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 129/131 +[2025-02-27 00:34:10,871 INFO test.py line 201 3738285] Test: 37/78-scene0086_00, Batch: 130/131 +[2025-02-27 00:34:11,022 INFO test.py line 289 3738285] Test: scene0086_00 [37/78]-124572 Batch 4.069 (5.122) Accuracy 0.8070 (0.5650) mIoU 0.3389 (0.4651) +[2025-02-27 00:34:11,065 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 0/113 +[2025-02-27 00:34:11,099 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 1/113 +[2025-02-27 00:34:11,134 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 2/113 +[2025-02-27 00:34:11,167 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 3/113 +[2025-02-27 00:34:11,202 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 4/113 +[2025-02-27 00:34:11,241 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 5/113 +[2025-02-27 00:34:11,279 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 6/113 +[2025-02-27 00:34:11,319 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:34:11,710 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 18/113 +[2025-02-27 00:34:11,739 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 19/113 +[2025-02-27 00:34:11,769 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 20/113 +[2025-02-27 00:34:11,798 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 21/113 +[2025-02-27 00:34:11,828 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 22/113 +[2025-02-27 00:34:11,858 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 23/113 +[2025-02-27 00:34:11,889 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 24/113 +[2025-02-27 00:34:11,930 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 25/113 +[2025-02-27 00:34:11,960 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 26/113 +[2025-02-27 00:34:12,005 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 27/113 +[2025-02-27 00:34:12,034 INFO 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Test: 38/78-scene0196_00, Batch: 38/113 +[2025-02-27 00:34:12,352 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 39/113 +[2025-02-27 00:34:12,382 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 40/113 +[2025-02-27 00:34:12,411 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 41/113 +[2025-02-27 00:34:12,439 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 42/113 +[2025-02-27 00:34:12,469 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 43/113 +[2025-02-27 00:34:12,499 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 44/113 +[2025-02-27 00:34:12,528 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 45/113 +[2025-02-27 00:34:12,560 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 46/113 +[2025-02-27 00:34:12,590 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 47/113 +[2025-02-27 00:34:12,618 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, 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00:34:14,144 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 100/113 +[2025-02-27 00:34:14,173 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 101/113 +[2025-02-27 00:34:14,202 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 102/113 +[2025-02-27 00:34:14,230 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 103/113 +[2025-02-27 00:34:14,258 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 104/113 +[2025-02-27 00:34:14,286 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 105/113 +[2025-02-27 00:34:14,313 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 106/113 +[2025-02-27 00:34:14,342 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 107/113 +[2025-02-27 00:34:14,372 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 108/113 +[2025-02-27 00:34:14,402 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 109/113 +[2025-02-27 00:34:14,432 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 110/113 +[2025-02-27 00:34:14,462 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 111/113 +[2025-02-27 00:34:14,491 INFO test.py line 201 3738285] Test: 38/78-scene0196_00, Batch: 112/113 +[2025-02-27 00:34:14,665 INFO test.py line 289 3738285] Test: scene0196_00 [38/78]-146032 Batch 3.642 (5.083) Accuracy 0.9619 (0.5672) mIoU 0.6043 (0.4675) +[2025-02-27 00:34:14,714 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 0/129 +[2025-02-27 00:34:14,747 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 1/129 +[2025-02-27 00:34:14,779 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 2/129 +[2025-02-27 00:34:14,812 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 3/129 +[2025-02-27 00:34:14,844 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 4/129 +[2025-02-27 00:34:14,879 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 5/129 +[2025-02-27 00:34:14,913 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 6/129 +[2025-02-27 00:34:14,948 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 7/129 +[2025-02-27 00:34:14,987 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 8/129 +[2025-02-27 00:34:15,025 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 9/129 +[2025-02-27 00:34:15,062 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 10/129 +[2025-02-27 00:34:15,099 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 11/129 +[2025-02-27 00:34:15,135 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 12/129 +[2025-02-27 00:34:15,183 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 13/129 +[2025-02-27 00:34:15,220 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 14/129 +[2025-02-27 00:34:15,254 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 15/129 +[2025-02-27 00:34:15,286 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 16/129 +[2025-02-27 00:34:15,322 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 17/129 +[2025-02-27 00:34:15,356 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 18/129 +[2025-02-27 00:34:15,390 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 19/129 +[2025-02-27 00:34:15,423 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 20/129 +[2025-02-27 00:34:15,458 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 21/129 +[2025-02-27 00:34:15,494 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 22/129 +[2025-02-27 00:34:15,529 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 23/129 +[2025-02-27 00:34:15,565 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 24/129 +[2025-02-27 00:34:15,601 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 25/129 +[2025-02-27 00:34:15,636 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 26/129 +[2025-02-27 00:34:15,672 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 27/129 +[2025-02-27 00:34:15,708 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 28/129 +[2025-02-27 00:34:15,745 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 29/129 +[2025-02-27 00:34:15,779 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 30/129 +[2025-02-27 00:34:15,816 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 31/129 +[2025-02-27 00:34:15,849 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 32/129 +[2025-02-27 00:34:15,885 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 33/129 +[2025-02-27 00:34:15,919 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 34/129 +[2025-02-27 00:34:15,954 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 35/129 +[2025-02-27 00:34:15,988 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, 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201 3738285] Test: 39/78-scene0050_00, Batch: 98/129 +[2025-02-27 00:34:18,251 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 99/129 +[2025-02-27 00:34:18,285 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 100/129 +[2025-02-27 00:34:18,319 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 101/129 +[2025-02-27 00:34:18,354 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 102/129 +[2025-02-27 00:34:18,390 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 103/129 +[2025-02-27 00:34:18,426 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 104/129 +[2025-02-27 00:34:18,462 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 105/129 +[2025-02-27 00:34:18,498 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 106/129 +[2025-02-27 00:34:18,535 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 107/129 +[2025-02-27 00:34:18,572 INFO test.py line 201 3738285] Test: 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Batch: 118/129 +[2025-02-27 00:34:18,962 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 119/129 +[2025-02-27 00:34:18,997 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 120/129 +[2025-02-27 00:34:19,032 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 121/129 +[2025-02-27 00:34:19,068 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 122/129 +[2025-02-27 00:34:19,103 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 123/129 +[2025-02-27 00:34:19,140 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 124/129 +[2025-02-27 00:34:19,174 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 125/129 +[2025-02-27 00:34:19,207 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 126/129 +[2025-02-27 00:34:19,240 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 127/129 +[2025-02-27 00:34:19,273 INFO test.py line 201 3738285] Test: 39/78-scene0050_00, Batch: 128/129 +[2025-02-27 00:34:19,498 INFO test.py line 289 3738285] Test: scene0050_00 [39/78]-211406 Batch 4.832 (5.076) Accuracy 0.6841 (0.5637) mIoU 0.3118 (0.4633) +[2025-02-27 00:34:19,558 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 0/138 +[2025-02-27 00:34:19,602 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 1/138 +[2025-02-27 00:34:19,648 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 2/138 +[2025-02-27 00:34:19,688 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 3/138 +[2025-02-27 00:34:19,729 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 4/138 +[2025-02-27 00:34:19,770 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 5/138 +[2025-02-27 00:34:19,812 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 6/138 +[2025-02-27 00:34:19,857 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 7/138 +[2025-02-27 00:34:19,908 INFO test.py line 201 3738285] Test: 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00:34:20,920 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 29/138 +[2025-02-27 00:34:20,964 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 30/138 +[2025-02-27 00:34:21,009 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 31/138 +[2025-02-27 00:34:21,054 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 32/138 +[2025-02-27 00:34:21,098 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 33/138 +[2025-02-27 00:34:21,141 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 34/138 +[2025-02-27 00:34:21,181 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 35/138 +[2025-02-27 00:34:21,223 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 36/138 +[2025-02-27 00:34:21,266 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 37/138 +[2025-02-27 00:34:21,307 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 38/138 +[2025-02-27 00:34:21,352 INFO test.py line 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00:34:22,643 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 70/138 +[2025-02-27 00:34:22,683 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 71/138 +[2025-02-27 00:34:22,721 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 72/138 +[2025-02-27 00:34:22,767 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 73/138 +[2025-02-27 00:34:22,806 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 74/138 +[2025-02-27 00:34:22,845 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 75/138 +[2025-02-27 00:34:22,884 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 76/138 +[2025-02-27 00:34:22,924 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 77/138 +[2025-02-27 00:34:22,964 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 78/138 +[2025-02-27 00:34:23,003 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 79/138 +[2025-02-27 00:34:23,042 INFO test.py line 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00:34:24,369 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 111/138 +[2025-02-27 00:34:24,412 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 112/138 +[2025-02-27 00:34:24,454 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 113/138 +[2025-02-27 00:34:24,499 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 114/138 +[2025-02-27 00:34:24,541 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 115/138 +[2025-02-27 00:34:24,584 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 116/138 +[2025-02-27 00:34:24,627 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 117/138 +[2025-02-27 00:34:24,672 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 118/138 +[2025-02-27 00:34:24,715 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 119/138 +[2025-02-27 00:34:24,758 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 120/138 +[2025-02-27 00:34:24,801 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 121/138 +[2025-02-27 00:34:24,844 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 122/138 +[2025-02-27 00:34:24,887 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 123/138 +[2025-02-27 00:34:24,933 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 124/138 +[2025-02-27 00:34:24,975 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 125/138 +[2025-02-27 00:34:25,021 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 126/138 +[2025-02-27 00:34:25,063 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 127/138 +[2025-02-27 00:34:25,103 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 128/138 +[2025-02-27 00:34:25,143 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 129/138 +[2025-02-27 00:34:25,183 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 130/138 +[2025-02-27 00:34:25,223 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 131/138 +[2025-02-27 00:34:25,264 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 132/138 +[2025-02-27 00:34:25,304 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 133/138 +[2025-02-27 00:34:25,344 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 134/138 +[2025-02-27 00:34:25,386 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 135/138 +[2025-02-27 00:34:25,426 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 136/138 +[2025-02-27 00:34:25,467 INFO test.py line 201 3738285] Test: 40/78-scene0616_00, Batch: 137/138 +[2025-02-27 00:34:25,918 INFO test.py line 289 3738285] Test: scene0616_00 [40/78]-310248 Batch 6.419 (5.110) Accuracy 0.7057 (0.5572) mIoU 0.3522 (0.4550) +[2025-02-27 00:34:26,062 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 0/142 +[2025-02-27 00:34:26,179 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 1/142 +[2025-02-27 00:34:26,325 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 2/142 +[2025-02-27 00:34:26,441 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 3/142 +[2025-02-27 00:34:26,571 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 4/142 +[2025-02-27 00:34:26,679 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 5/142 +[2025-02-27 00:34:26,771 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 6/142 +[2025-02-27 00:34:26,874 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 7/142 +[2025-02-27 00:34:26,977 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 8/142 +[2025-02-27 00:34:27,102 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 9/142 +[2025-02-27 00:34:27,249 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 10/142 +[2025-02-27 00:34:27,372 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 11/142 +[2025-02-27 00:34:27,550 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 12/142 +[2025-02-27 00:34:27,736 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 13/142 +[2025-02-27 00:34:27,921 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 14/142 +[2025-02-27 00:34:28,064 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 15/142 +[2025-02-27 00:34:28,219 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 16/142 +[2025-02-27 00:34:28,360 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 17/142 +[2025-02-27 00:34:28,526 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 18/142 +[2025-02-27 00:34:28,675 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 19/142 +[2025-02-27 00:34:28,792 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 20/142 +[2025-02-27 00:34:28,918 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 21/142 +[2025-02-27 00:34:29,032 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:34:39,184 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 125/142 +[2025-02-27 00:34:39,285 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 126/142 +[2025-02-27 00:34:39,392 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 127/142 +[2025-02-27 00:34:39,498 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 128/142 +[2025-02-27 00:34:39,591 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 129/142 +[2025-02-27 00:34:39,687 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 130/142 +[2025-02-27 00:34:39,771 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 131/142 +[2025-02-27 00:34:39,871 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 132/142 +[2025-02-27 00:34:39,953 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 133/142 +[2025-02-27 00:34:40,041 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 134/142 +[2025-02-27 00:34:40,128 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 135/142 +[2025-02-27 00:34:40,224 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 136/142 +[2025-02-27 00:34:40,321 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 137/142 +[2025-02-27 00:34:40,416 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 138/142 +[2025-02-27 00:34:40,515 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 139/142 +[2025-02-27 00:34:40,600 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 140/142 +[2025-02-27 00:34:40,681 INFO test.py line 201 3738285] Test: 41/78-scene0095_00, Batch: 141/142 +[2025-02-27 00:34:41,019 INFO test.py line 289 3738285] Test: scene0095_00 [41/78]-214895 Batch 15.100 (5.354) Accuracy 0.8170 (0.5571) mIoU 0.3412 (0.4542) +[2025-02-27 00:34:41,131 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 0/139 +[2025-02-27 00:34:41,229 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:34:42,178 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 12/139 +[2025-02-27 00:34:42,239 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 13/139 +[2025-02-27 00:34:42,263 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 14/139 +[2025-02-27 00:34:42,323 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 15/139 +[2025-02-27 00:34:42,381 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 16/139 +[2025-02-27 00:34:42,442 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 17/139 +[2025-02-27 00:34:42,497 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 18/139 +[2025-02-27 00:34:42,520 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 19/139 +[2025-02-27 00:34:42,540 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 20/139 +[2025-02-27 00:34:42,567 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 21/139 +[2025-02-27 00:34:42,586 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 22/139 +[2025-02-27 00:34:42,619 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 23/139 +[2025-02-27 00:34:42,681 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 24/139 +[2025-02-27 00:34:42,724 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 25/139 +[2025-02-27 00:34:42,792 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 26/139 +[2025-02-27 00:34:42,811 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 27/139 +[2025-02-27 00:34:42,844 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 28/139 +[2025-02-27 00:34:42,864 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 29/139 +[2025-02-27 00:34:42,889 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 30/139 +[2025-02-27 00:34:42,921 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 31/139 +[2025-02-27 00:34:42,939 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 32/139 +[2025-02-27 00:34:42,958 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 33/139 +[2025-02-27 00:34:42,978 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 34/139 +[2025-02-27 00:34:42,996 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 35/139 +[2025-02-27 00:34:43,015 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 36/139 +[2025-02-27 00:34:43,033 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 37/139 +[2025-02-27 00:34:43,051 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 38/139 +[2025-02-27 00:34:43,070 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 39/139 +[2025-02-27 00:34:43,089 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 40/139 +[2025-02-27 00:34:43,108 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 41/139 +[2025-02-27 00:34:43,127 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 42/139 +[2025-02-27 00:34:43,145 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 43/139 +[2025-02-27 00:34:43,170 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 44/139 +[2025-02-27 00:34:43,189 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 45/139 +[2025-02-27 00:34:43,208 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 46/139 +[2025-02-27 00:34:43,227 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 47/139 +[2025-02-27 00:34:43,245 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 48/139 +[2025-02-27 00:34:43,264 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 49/139 +[2025-02-27 00:34:43,282 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 50/139 +[2025-02-27 00:34:43,301 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 51/139 +[2025-02-27 00:34:43,320 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 52/139 +[2025-02-27 00:34:43,339 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 53/139 +[2025-02-27 00:34:43,357 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 54/139 +[2025-02-27 00:34:43,375 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 55/139 +[2025-02-27 00:34:43,393 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 56/139 +[2025-02-27 00:34:43,410 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 57/139 +[2025-02-27 00:34:43,428 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 58/139 +[2025-02-27 00:34:43,447 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 59/139 +[2025-02-27 00:34:43,465 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 60/139 +[2025-02-27 00:34:43,483 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 61/139 +[2025-02-27 00:34:43,507 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 62/139 +[2025-02-27 00:34:43,526 INFO test.py line 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00:34:44,101 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 94/139 +[2025-02-27 00:34:44,121 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 95/139 +[2025-02-27 00:34:44,139 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 96/139 +[2025-02-27 00:34:44,158 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 97/139 +[2025-02-27 00:34:44,177 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 98/139 +[2025-02-27 00:34:44,195 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 99/139 +[2025-02-27 00:34:44,213 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 100/139 +[2025-02-27 00:34:44,241 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 101/139 +[2025-02-27 00:34:44,259 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 102/139 +[2025-02-27 00:34:44,278 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 103/139 +[2025-02-27 00:34:44,296 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 104/139 +[2025-02-27 00:34:44,319 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 105/139 +[2025-02-27 00:34:44,338 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 106/139 +[2025-02-27 00:34:44,356 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 107/139 +[2025-02-27 00:34:44,374 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 108/139 +[2025-02-27 00:34:44,393 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 109/139 +[2025-02-27 00:34:44,412 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 110/139 +[2025-02-27 00:34:44,430 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 111/139 +[2025-02-27 00:34:44,449 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 112/139 +[2025-02-27 00:34:44,466 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 113/139 +[2025-02-27 00:34:44,485 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 114/139 +[2025-02-27 00:34:44,503 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 115/139 +[2025-02-27 00:34:44,522 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 116/139 +[2025-02-27 00:34:44,541 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 117/139 +[2025-02-27 00:34:44,559 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 118/139 +[2025-02-27 00:34:44,577 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 119/139 +[2025-02-27 00:34:44,595 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 120/139 +[2025-02-27 00:34:44,613 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 121/139 +[2025-02-27 00:34:44,638 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 122/139 +[2025-02-27 00:34:44,662 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 123/139 +[2025-02-27 00:34:44,681 INFO test.py line 201 3738285] Test: 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Batch: 134/139 +[2025-02-27 00:34:44,887 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 135/139 +[2025-02-27 00:34:44,911 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 136/139 +[2025-02-27 00:34:44,930 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 137/139 +[2025-02-27 00:34:44,949 INFO test.py line 201 3738285] Test: 42/78-scene0701_01, Batch: 138/139 +[2025-02-27 00:34:45,014 INFO test.py line 289 3738285] Test: scene0701_01 [42/78]-77206 Batch 3.990 (5.321) Accuracy 0.9787 (0.5604) mIoU 0.7716 (0.4618) +[2025-02-27 00:34:45,033 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 0/112 +[2025-02-27 00:34:45,053 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 1/112 +[2025-02-27 00:34:45,070 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 2/112 +[2025-02-27 00:34:45,087 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 3/112 +[2025-02-27 00:34:45,104 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 4/112 +[2025-02-27 00:34:45,121 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 5/112 +[2025-02-27 00:34:45,138 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 6/112 +[2025-02-27 00:34:45,154 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 7/112 +[2025-02-27 00:34:45,169 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 8/112 +[2025-02-27 00:34:45,187 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 9/112 +[2025-02-27 00:34:45,203 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 10/112 +[2025-02-27 00:34:45,219 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 11/112 +[2025-02-27 00:34:45,236 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 12/112 +[2025-02-27 00:34:45,252 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 13/112 +[2025-02-27 00:34:45,268 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 14/112 +[2025-02-27 00:34:45,284 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 15/112 +[2025-02-27 00:34:45,299 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 16/112 +[2025-02-27 00:34:45,316 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 17/112 +[2025-02-27 00:34:45,332 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 18/112 +[2025-02-27 00:34:45,348 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 19/112 +[2025-02-27 00:34:45,364 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 20/112 +[2025-02-27 00:34:45,379 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 21/112 +[2025-02-27 00:34:45,395 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 22/112 +[2025-02-27 00:34:45,410 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 23/112 +[2025-02-27 00:34:45,426 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 24/112 +[2025-02-27 00:34:45,441 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 25/112 +[2025-02-27 00:34:45,458 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 26/112 +[2025-02-27 00:34:45,474 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 27/112 +[2025-02-27 00:34:45,490 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 28/112 +[2025-02-27 00:34:45,506 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 29/112 +[2025-02-27 00:34:45,521 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 30/112 +[2025-02-27 00:34:45,539 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 31/112 +[2025-02-27 00:34:45,556 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 32/112 +[2025-02-27 00:34:45,571 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 33/112 +[2025-02-27 00:34:45,588 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 34/112 +[2025-02-27 00:34:45,603 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 35/112 +[2025-02-27 00:34:45,620 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 36/112 +[2025-02-27 00:34:45,634 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 37/112 +[2025-02-27 00:34:45,652 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 38/112 +[2025-02-27 00:34:45,667 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 39/112 +[2025-02-27 00:34:45,683 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 40/112 +[2025-02-27 00:34:45,699 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 41/112 +[2025-02-27 00:34:45,714 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 42/112 +[2025-02-27 00:34:45,731 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 43/112 +[2025-02-27 00:34:45,746 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 44/112 +[2025-02-27 00:34:45,762 INFO test.py line 201 3738285] Test: 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00:34:48,095 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 107/112 +[2025-02-27 00:34:48,214 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 108/112 +[2025-02-27 00:34:48,346 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 109/112 +[2025-02-27 00:34:48,471 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 110/112 +[2025-02-27 00:34:48,592 INFO test.py line 201 3738285] Test: 43/78-scene0406_01, Batch: 111/112 +[2025-02-27 00:34:48,720 INFO test.py line 289 3738285] Test: scene0406_01 [43/78]-45557 Batch 3.706 (5.284) Accuracy 0.8684 (0.5642) mIoU 0.5812 (0.4666) +[2025-02-27 00:34:49,564 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 0/118 +[2025-02-27 00:34:49,794 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 1/118 +[2025-02-27 00:34:50,024 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 2/118 +[2025-02-27 00:34:50,208 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:34:51,975 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 14/118 +[2025-02-27 00:34:52,168 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 15/118 +[2025-02-27 00:34:52,370 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 16/118 +[2025-02-27 00:34:52,543 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 17/118 +[2025-02-27 00:34:52,731 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 18/118 +[2025-02-27 00:34:52,911 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 19/118 +[2025-02-27 00:34:53,107 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 20/118 +[2025-02-27 00:34:53,233 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 21/118 +[2025-02-27 00:34:53,346 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 22/118 +[2025-02-27 00:34:53,457 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 23/118 +[2025-02-27 00:34:53,563 INFO 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Test: 44/78-scene0329_01, Batch: 34/118 +[2025-02-27 00:34:54,843 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 35/118 +[2025-02-27 00:34:54,948 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 36/118 +[2025-02-27 00:34:55,040 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 37/118 +[2025-02-27 00:34:55,148 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 38/118 +[2025-02-27 00:34:55,249 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 39/118 +[2025-02-27 00:34:55,321 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 40/118 +[2025-02-27 00:34:55,423 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 41/118 +[2025-02-27 00:34:55,498 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 42/118 +[2025-02-27 00:34:55,581 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 43/118 +[2025-02-27 00:34:55,627 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, 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00:34:58,473 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 96/118 +[2025-02-27 00:34:58,535 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 97/118 +[2025-02-27 00:34:58,587 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 98/118 +[2025-02-27 00:34:58,638 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 99/118 +[2025-02-27 00:34:58,690 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 100/118 +[2025-02-27 00:34:58,741 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 101/118 +[2025-02-27 00:34:58,791 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 102/118 +[2025-02-27 00:34:58,842 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 103/118 +[2025-02-27 00:34:58,899 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 104/118 +[2025-02-27 00:34:58,958 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 105/118 +[2025-02-27 00:34:59,009 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 106/118 +[2025-02-27 00:34:59,060 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 107/118 +[2025-02-27 00:34:59,120 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 108/118 +[2025-02-27 00:34:59,167 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 109/118 +[2025-02-27 00:34:59,214 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 110/118 +[2025-02-27 00:34:59,262 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 111/118 +[2025-02-27 00:34:59,310 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 112/118 +[2025-02-27 00:34:59,358 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 113/118 +[2025-02-27 00:34:59,410 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 114/118 +[2025-02-27 00:34:59,461 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 115/118 +[2025-02-27 00:34:59,510 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 116/118 +[2025-02-27 00:34:59,557 INFO test.py line 201 3738285] Test: 44/78-scene0329_01, Batch: 117/118 +[2025-02-27 00:34:59,903 INFO test.py line 289 3738285] Test: scene0329_01 [44/78]-368473 Batch 10.622 (5.405) Accuracy 0.9423 (0.5679) mIoU 0.5149 (0.4715) +[2025-02-27 00:34:59,932 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 0/104 +[2025-02-27 00:34:59,961 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 1/104 +[2025-02-27 00:34:59,985 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 2/104 +[2025-02-27 00:35:00,005 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 3/104 +[2025-02-27 00:35:00,023 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 4/104 +[2025-02-27 00:35:00,041 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 5/104 +[2025-02-27 00:35:00,059 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 6/104 +[2025-02-27 00:35:00,077 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 7/104 +[2025-02-27 00:35:00,103 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 8/104 +[2025-02-27 00:35:00,129 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 9/104 +[2025-02-27 00:35:00,163 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 10/104 +[2025-02-27 00:35:00,192 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 11/104 +[2025-02-27 00:35:00,216 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 12/104 +[2025-02-27 00:35:00,244 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 13/104 +[2025-02-27 00:35:00,269 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 14/104 +[2025-02-27 00:35:00,296 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 15/104 +[2025-02-27 00:35:00,327 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 16/104 +[2025-02-27 00:35:00,359 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 17/104 +[2025-02-27 00:35:00,385 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 18/104 +[2025-02-27 00:35:00,412 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 19/104 +[2025-02-27 00:35:00,438 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 20/104 +[2025-02-27 00:35:00,463 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 21/104 +[2025-02-27 00:35:00,491 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 22/104 +[2025-02-27 00:35:00,516 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 23/104 +[2025-02-27 00:35:00,545 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 24/104 +[2025-02-27 00:35:00,573 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 25/104 +[2025-02-27 00:35:00,600 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 26/104 +[2025-02-27 00:35:00,621 INFO test.py line 201 3738285] Test: 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00:35:01,138 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 48/104 +[2025-02-27 00:35:01,172 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 49/104 +[2025-02-27 00:35:01,200 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 50/104 +[2025-02-27 00:35:01,218 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 51/104 +[2025-02-27 00:35:01,237 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 52/104 +[2025-02-27 00:35:01,256 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 53/104 +[2025-02-27 00:35:01,273 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 54/104 +[2025-02-27 00:35:01,291 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 55/104 +[2025-02-27 00:35:01,308 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 56/104 +[2025-02-27 00:35:01,336 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 57/104 +[2025-02-27 00:35:01,358 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 58/104 +[2025-02-27 00:35:01,381 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 59/104 +[2025-02-27 00:35:01,404 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 60/104 +[2025-02-27 00:35:01,428 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 61/104 +[2025-02-27 00:35:01,451 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 62/104 +[2025-02-27 00:35:01,474 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 63/104 +[2025-02-27 00:35:01,497 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 64/104 +[2025-02-27 00:35:01,519 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 65/104 +[2025-02-27 00:35:01,543 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 66/104 +[2025-02-27 00:35:01,566 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 67/104 +[2025-02-27 00:35:01,588 INFO test.py line 201 3738285] Test: 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00:35:02,034 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 89/104 +[2025-02-27 00:35:02,078 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 90/104 +[2025-02-27 00:35:02,123 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 91/104 +[2025-02-27 00:35:02,153 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 92/104 +[2025-02-27 00:35:02,181 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 93/104 +[2025-02-27 00:35:02,213 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 94/104 +[2025-02-27 00:35:02,244 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 95/104 +[2025-02-27 00:35:02,272 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 96/104 +[2025-02-27 00:35:02,305 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 97/104 +[2025-02-27 00:35:02,339 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 98/104 +[2025-02-27 00:35:02,371 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 99/104 +[2025-02-27 00:35:02,416 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 100/104 +[2025-02-27 00:35:02,447 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 101/104 +[2025-02-27 00:35:02,476 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 102/104 +[2025-02-27 00:35:02,505 INFO test.py line 201 3738285] Test: 45/78-scene0100_01, Batch: 103/104 +[2025-02-27 00:35:02,575 INFO test.py line 289 3738285] Test: scene0100_01 [45/78]-51211 Batch 2.671 (5.344) Accuracy 0.8549 (0.5694) mIoU 0.4956 (0.4727) +[2025-02-27 00:35:02,611 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 0/127 +[2025-02-27 00:35:02,642 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 1/127 +[2025-02-27 00:35:02,680 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 2/127 +[2025-02-27 00:35:02,709 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 3/127 +[2025-02-27 00:35:02,733 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 4/127 +[2025-02-27 00:35:02,758 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 5/127 +[2025-02-27 00:35:02,783 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 6/127 +[2025-02-27 00:35:02,809 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 7/127 +[2025-02-27 00:35:02,841 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 8/127 +[2025-02-27 00:35:02,879 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 9/127 +[2025-02-27 00:35:02,910 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 10/127 +[2025-02-27 00:35:02,946 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 11/127 +[2025-02-27 00:35:02,975 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 12/127 +[2025-02-27 00:35:02,999 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 13/127 +[2025-02-27 00:35:03,022 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 14/127 +[2025-02-27 00:35:03,064 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 15/127 +[2025-02-27 00:35:03,089 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 16/127 +[2025-02-27 00:35:03,115 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 17/127 +[2025-02-27 00:35:03,139 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 18/127 +[2025-02-27 00:35:03,188 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 19/127 +[2025-02-27 00:35:03,213 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 20/127 +[2025-02-27 00:35:03,236 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 21/127 +[2025-02-27 00:35:03,259 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 22/127 +[2025-02-27 00:35:03,282 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 23/127 +[2025-02-27 00:35:03,305 INFO test.py line 201 3738285] Test: 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00:35:03,834 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 45/127 +[2025-02-27 00:35:03,857 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 46/127 +[2025-02-27 00:35:03,882 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 47/127 +[2025-02-27 00:35:03,911 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 48/127 +[2025-02-27 00:35:03,934 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 49/127 +[2025-02-27 00:35:03,963 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 50/127 +[2025-02-27 00:35:03,986 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 51/127 +[2025-02-27 00:35:04,011 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 52/127 +[2025-02-27 00:35:04,037 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 53/127 +[2025-02-27 00:35:04,067 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 54/127 +[2025-02-27 00:35:04,097 INFO test.py line 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Batch: 116/127 +[2025-02-27 00:35:05,916 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 117/127 +[2025-02-27 00:35:05,967 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 118/127 +[2025-02-27 00:35:06,007 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 119/127 +[2025-02-27 00:35:06,038 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 120/127 +[2025-02-27 00:35:06,078 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 121/127 +[2025-02-27 00:35:06,111 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 122/127 +[2025-02-27 00:35:06,149 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 123/127 +[2025-02-27 00:35:06,183 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 124/127 +[2025-02-27 00:35:06,215 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 125/127 +[2025-02-27 00:35:06,277 INFO test.py line 201 3738285] Test: 46/78-scene0664_02, Batch: 126/127 +[2025-02-27 00:35:06,368 INFO test.py line 289 3738285] Test: scene0664_02 [46/78]-46804 Batch 3.792 (5.310) Accuracy 0.8886 (0.5791) mIoU 0.7110 (0.4826) +[2025-02-27 00:35:06,417 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 0/126 +[2025-02-27 00:35:06,455 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 1/126 +[2025-02-27 00:35:06,489 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 2/126 +[2025-02-27 00:35:06,515 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 3/126 +[2025-02-27 00:35:06,540 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 4/126 +[2025-02-27 00:35:06,564 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 5/126 +[2025-02-27 00:35:06,592 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 6/126 +[2025-02-27 00:35:06,623 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 7/126 +[2025-02-27 00:35:06,651 INFO test.py line 201 3738285] Test: 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00:35:09,841 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 111/126 +[2025-02-27 00:35:09,872 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 112/126 +[2025-02-27 00:35:09,899 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 113/126 +[2025-02-27 00:35:09,926 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 114/126 +[2025-02-27 00:35:09,953 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 115/126 +[2025-02-27 00:35:09,984 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 116/126 +[2025-02-27 00:35:10,014 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 117/126 +[2025-02-27 00:35:10,042 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 118/126 +[2025-02-27 00:35:10,069 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 119/126 +[2025-02-27 00:35:10,124 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 120/126 +[2025-02-27 00:35:10,151 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 121/126 +[2025-02-27 00:35:10,180 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 122/126 +[2025-02-27 00:35:10,210 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 123/126 +[2025-02-27 00:35:10,239 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 124/126 +[2025-02-27 00:35:10,281 INFO test.py line 201 3738285] Test: 47/78-scene0357_00, Batch: 125/126 +[2025-02-27 00:35:10,444 INFO test.py line 289 3738285] Test: scene0357_00 [47/78]-136945 Batch 4.075 (5.284) Accuracy 0.7453 (0.5765) mIoU 0.3461 (0.4810) +[2025-02-27 00:35:10,499 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 0/125 +[2025-02-27 00:35:10,542 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 1/125 +[2025-02-27 00:35:10,585 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 2/125 +[2025-02-27 00:35:10,634 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 3/125 +[2025-02-27 00:35:10,678 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 4/125 +[2025-02-27 00:35:10,729 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 5/125 +[2025-02-27 00:35:10,767 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 6/125 +[2025-02-27 00:35:10,808 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 7/125 +[2025-02-27 00:35:10,855 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 8/125 +[2025-02-27 00:35:10,893 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 9/125 +[2025-02-27 00:35:10,935 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 10/125 +[2025-02-27 00:35:10,974 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 11/125 +[2025-02-27 00:35:11,029 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 12/125 +[2025-02-27 00:35:11,087 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 13/125 +[2025-02-27 00:35:11,133 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 14/125 +[2025-02-27 00:35:11,173 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 15/125 +[2025-02-27 00:35:11,206 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 16/125 +[2025-02-27 00:35:11,239 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 17/125 +[2025-02-27 00:35:11,272 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 18/125 +[2025-02-27 00:35:11,304 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 19/125 +[2025-02-27 00:35:11,335 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 20/125 +[2025-02-27 00:35:11,369 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 21/125 +[2025-02-27 00:35:11,402 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 22/125 +[2025-02-27 00:35:11,435 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 23/125 +[2025-02-27 00:35:11,468 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 24/125 +[2025-02-27 00:35:11,502 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 25/125 +[2025-02-27 00:35:11,536 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 26/125 +[2025-02-27 00:35:11,574 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 27/125 +[2025-02-27 00:35:11,609 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 28/125 +[2025-02-27 00:35:11,643 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 29/125 +[2025-02-27 00:35:11,674 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 30/125 +[2025-02-27 00:35:11,705 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 31/125 +[2025-02-27 00:35:11,738 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 32/125 +[2025-02-27 00:35:11,774 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 33/125 +[2025-02-27 00:35:11,810 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, 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00:35:12,167 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 45/125 +[2025-02-27 00:35:12,198 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 46/125 +[2025-02-27 00:35:12,229 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 47/125 +[2025-02-27 00:35:12,263 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 48/125 +[2025-02-27 00:35:12,296 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 49/125 +[2025-02-27 00:35:12,326 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 50/125 +[2025-02-27 00:35:12,360 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 51/125 +[2025-02-27 00:35:12,390 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 52/125 +[2025-02-27 00:35:12,420 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 53/125 +[2025-02-27 00:35:12,451 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 54/125 +[2025-02-27 00:35:12,481 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 55/125 +[2025-02-27 00:35:12,514 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 56/125 +[2025-02-27 00:35:12,546 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 57/125 +[2025-02-27 00:35:12,576 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 58/125 +[2025-02-27 00:35:12,610 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 59/125 +[2025-02-27 00:35:12,642 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 60/125 +[2025-02-27 00:35:12,674 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 61/125 +[2025-02-27 00:35:12,704 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 62/125 +[2025-02-27 00:35:12,741 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 63/125 +[2025-02-27 00:35:12,772 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 64/125 +[2025-02-27 00:35:12,804 INFO test.py line 201 3738285] Test: 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00:35:13,620 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 86/125 +[2025-02-27 00:35:13,657 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 87/125 +[2025-02-27 00:35:13,691 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 88/125 +[2025-02-27 00:35:13,725 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 89/125 +[2025-02-27 00:35:13,758 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 90/125 +[2025-02-27 00:35:13,793 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 91/125 +[2025-02-27 00:35:13,828 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 92/125 +[2025-02-27 00:35:13,863 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 93/125 +[2025-02-27 00:35:13,897 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 94/125 +[2025-02-27 00:35:13,938 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 95/125 +[2025-02-27 00:35:13,974 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 96/125 +[2025-02-27 00:35:14,009 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 97/125 +[2025-02-27 00:35:14,043 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 98/125 +[2025-02-27 00:35:14,078 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 99/125 +[2025-02-27 00:35:14,113 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 100/125 +[2025-02-27 00:35:14,147 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 101/125 +[2025-02-27 00:35:14,184 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 102/125 +[2025-02-27 00:35:14,222 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 103/125 +[2025-02-27 00:35:14,258 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 104/125 +[2025-02-27 00:35:14,291 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 105/125 +[2025-02-27 00:35:14,336 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 106/125 +[2025-02-27 00:35:14,378 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 107/125 +[2025-02-27 00:35:14,420 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 108/125 +[2025-02-27 00:35:14,461 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 109/125 +[2025-02-27 00:35:14,503 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 110/125 +[2025-02-27 00:35:14,546 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 111/125 +[2025-02-27 00:35:14,588 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 112/125 +[2025-02-27 00:35:14,620 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 113/125 +[2025-02-27 00:35:14,651 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 114/125 +[2025-02-27 00:35:14,684 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 115/125 +[2025-02-27 00:35:14,723 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 116/125 +[2025-02-27 00:35:14,766 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 117/125 +[2025-02-27 00:35:14,806 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 118/125 +[2025-02-27 00:35:14,840 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 119/125 +[2025-02-27 00:35:14,877 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 120/125 +[2025-02-27 00:35:14,911 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 121/125 +[2025-02-27 00:35:14,944 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 122/125 +[2025-02-27 00:35:14,974 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 123/125 +[2025-02-27 00:35:15,008 INFO test.py line 201 3738285] Test: 48/78-scene0474_00, Batch: 124/125 +[2025-02-27 00:35:15,227 INFO test.py line 289 3738285] Test: scene0474_00 [48/78]-182281 Batch 4.782 (5.274) Accuracy 0.8239 (0.5770) mIoU 0.5319 (0.4827) +[2025-02-27 00:35:15,267 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 0/134 +[2025-02-27 00:35:15,300 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 1/134 +[2025-02-27 00:35:15,330 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 2/134 +[2025-02-27 00:35:15,361 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 3/134 +[2025-02-27 00:35:15,391 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 4/134 +[2025-02-27 00:35:15,422 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 5/134 +[2025-02-27 00:35:15,452 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 6/134 +[2025-02-27 00:35:15,483 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 7/134 +[2025-02-27 00:35:15,519 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 8/134 +[2025-02-27 00:35:15,551 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 9/134 +[2025-02-27 00:35:15,582 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 10/134 +[2025-02-27 00:35:15,614 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 11/134 +[2025-02-27 00:35:15,646 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 12/134 +[2025-02-27 00:35:15,686 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 13/134 +[2025-02-27 00:35:15,741 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 14/134 +[2025-02-27 00:35:15,771 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 15/134 +[2025-02-27 00:35:15,803 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 16/134 +[2025-02-27 00:35:15,863 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 17/134 +[2025-02-27 00:35:15,893 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 18/134 +[2025-02-27 00:35:15,924 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 19/134 +[2025-02-27 00:35:15,954 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 20/134 +[2025-02-27 00:35:15,987 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 21/134 +[2025-02-27 00:35:16,023 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 22/134 +[2025-02-27 00:35:16,084 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 23/134 +[2025-02-27 00:35:16,115 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 24/134 +[2025-02-27 00:35:16,146 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 25/134 +[2025-02-27 00:35:16,176 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 26/134 +[2025-02-27 00:35:16,207 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 27/134 +[2025-02-27 00:35:16,241 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 28/134 +[2025-02-27 00:35:16,272 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 29/134 +[2025-02-27 00:35:16,303 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 30/134 +[2025-02-27 00:35:16,333 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 31/134 +[2025-02-27 00:35:16,365 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 32/134 +[2025-02-27 00:35:16,398 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 33/134 +[2025-02-27 00:35:16,428 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 34/134 +[2025-02-27 00:35:16,458 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 35/134 +[2025-02-27 00:35:16,489 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 36/134 +[2025-02-27 00:35:16,519 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 37/134 +[2025-02-27 00:35:16,558 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 38/134 +[2025-02-27 00:35:16,588 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 39/134 +[2025-02-27 00:35:16,625 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 40/134 +[2025-02-27 00:35:16,655 INFO test.py line 201 3738285] Test: 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00:35:17,337 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 62/134 +[2025-02-27 00:35:17,388 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 63/134 +[2025-02-27 00:35:17,448 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 64/134 +[2025-02-27 00:35:17,502 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 65/134 +[2025-02-27 00:35:17,548 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 66/134 +[2025-02-27 00:35:17,596 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 67/134 +[2025-02-27 00:35:17,645 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 68/134 +[2025-02-27 00:35:17,686 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 69/134 +[2025-02-27 00:35:17,724 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 70/134 +[2025-02-27 00:35:17,760 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 71/134 +[2025-02-27 00:35:17,797 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 72/134 +[2025-02-27 00:35:17,827 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 73/134 +[2025-02-27 00:35:17,857 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 74/134 +[2025-02-27 00:35:17,887 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 75/134 +[2025-02-27 00:35:17,917 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 76/134 +[2025-02-27 00:35:17,952 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 77/134 +[2025-02-27 00:35:17,982 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 78/134 +[2025-02-27 00:35:18,014 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 79/134 +[2025-02-27 00:35:18,046 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 80/134 +[2025-02-27 00:35:18,075 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 81/134 +[2025-02-27 00:35:18,103 INFO test.py line 201 3738285] Test: 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00:35:18,803 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 103/134 +[2025-02-27 00:35:18,835 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 104/134 +[2025-02-27 00:35:18,868 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 105/134 +[2025-02-27 00:35:18,900 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 106/134 +[2025-02-27 00:35:18,932 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 107/134 +[2025-02-27 00:35:18,965 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 108/134 +[2025-02-27 00:35:18,997 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 109/134 +[2025-02-27 00:35:19,031 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 110/134 +[2025-02-27 00:35:19,064 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 111/134 +[2025-02-27 00:35:19,096 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 112/134 +[2025-02-27 00:35:19,129 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 113/134 +[2025-02-27 00:35:19,162 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 114/134 +[2025-02-27 00:35:19,192 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 115/134 +[2025-02-27 00:35:19,224 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 116/134 +[2025-02-27 00:35:19,255 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 117/134 +[2025-02-27 00:35:19,294 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 118/134 +[2025-02-27 00:35:19,330 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 119/134 +[2025-02-27 00:35:19,369 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 120/134 +[2025-02-27 00:35:19,400 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 121/134 +[2025-02-27 00:35:19,432 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 122/134 +[2025-02-27 00:35:19,463 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 123/134 +[2025-02-27 00:35:19,496 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 124/134 +[2025-02-27 00:35:19,534 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 125/134 +[2025-02-27 00:35:19,566 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 126/134 +[2025-02-27 00:35:19,596 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 127/134 +[2025-02-27 00:35:19,639 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 128/134 +[2025-02-27 00:35:19,670 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 129/134 +[2025-02-27 00:35:19,709 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 130/134 +[2025-02-27 00:35:19,743 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 131/134 +[2025-02-27 00:35:19,778 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 132/134 +[2025-02-27 00:35:19,819 INFO test.py line 201 3738285] Test: 49/78-scene0300_01, Batch: 133/134 +[2025-02-27 00:35:20,118 INFO test.py line 289 3738285] Test: scene0300_01 [49/78]-173223 Batch 4.890 (5.266) Accuracy 0.6863 (0.5786) mIoU 0.3249 (0.4847) +[2025-02-27 00:35:20,150 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 0/138 +[2025-02-27 00:35:20,184 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 1/138 +[2025-02-27 00:35:20,212 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 2/138 +[2025-02-27 00:35:20,248 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 3/138 +[2025-02-27 00:35:20,275 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 4/138 +[2025-02-27 00:35:20,326 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 5/138 +[2025-02-27 00:35:20,353 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 6/138 +[2025-02-27 00:35:20,386 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 7/138 +[2025-02-27 00:35:20,415 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 8/138 +[2025-02-27 00:35:20,443 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 9/138 +[2025-02-27 00:35:20,472 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 10/138 +[2025-02-27 00:35:20,500 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 11/138 +[2025-02-27 00:35:20,528 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 12/138 +[2025-02-27 00:35:20,556 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 13/138 +[2025-02-27 00:35:20,583 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 14/138 +[2025-02-27 00:35:20,639 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 15/138 +[2025-02-27 00:35:20,667 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 16/138 +[2025-02-27 00:35:20,697 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 17/138 +[2025-02-27 00:35:20,727 INFO test.py line 201 3738285] Test: 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Batch: 110/138 +[2025-02-27 00:35:23,456 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 111/138 +[2025-02-27 00:35:23,480 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 112/138 +[2025-02-27 00:35:23,509 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 113/138 +[2025-02-27 00:35:23,541 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 114/138 +[2025-02-27 00:35:23,568 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 115/138 +[2025-02-27 00:35:23,598 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 116/138 +[2025-02-27 00:35:23,626 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 117/138 +[2025-02-27 00:35:23,653 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 118/138 +[2025-02-27 00:35:23,685 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 119/138 +[2025-02-27 00:35:23,716 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 120/138 +[2025-02-27 00:35:23,750 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 121/138 +[2025-02-27 00:35:23,782 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 122/138 +[2025-02-27 00:35:23,812 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 123/138 +[2025-02-27 00:35:23,842 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 124/138 +[2025-02-27 00:35:23,874 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 125/138 +[2025-02-27 00:35:23,911 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 126/138 +[2025-02-27 00:35:23,950 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 127/138 +[2025-02-27 00:35:23,991 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 128/138 +[2025-02-27 00:35:24,036 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 129/138 +[2025-02-27 00:35:24,070 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 130/138 +[2025-02-27 00:35:24,105 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 131/138 +[2025-02-27 00:35:24,150 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 132/138 +[2025-02-27 00:35:24,183 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 133/138 +[2025-02-27 00:35:24,216 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 134/138 +[2025-02-27 00:35:24,252 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 135/138 +[2025-02-27 00:35:24,288 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 136/138 +[2025-02-27 00:35:24,315 INFO test.py line 201 3738285] Test: 50/78-scene0426_03, Batch: 137/138 +[2025-02-27 00:35:24,475 INFO test.py line 289 3738285] Test: scene0426_03 [50/78]-126181 Batch 4.356 (5.248) Accuracy 0.8695 (0.5805) mIoU 0.4304 (0.4869) +[2025-02-27 00:35:24,507 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 0/121 +[2025-02-27 00:35:24,534 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:35:24,859 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 12/121 +[2025-02-27 00:35:24,911 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 13/121 +[2025-02-27 00:35:24,937 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 14/121 +[2025-02-27 00:35:24,966 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 15/121 +[2025-02-27 00:35:24,993 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 16/121 +[2025-02-27 00:35:25,018 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 17/121 +[2025-02-27 00:35:25,044 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 18/121 +[2025-02-27 00:35:25,069 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 19/121 +[2025-02-27 00:35:25,100 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 20/121 +[2025-02-27 00:35:25,126 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 21/121 +[2025-02-27 00:35:25,150 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 22/121 +[2025-02-27 00:35:25,177 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 23/121 +[2025-02-27 00:35:25,202 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 24/121 +[2025-02-27 00:35:25,229 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 25/121 +[2025-02-27 00:35:25,256 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 26/121 +[2025-02-27 00:35:25,285 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 27/121 +[2025-02-27 00:35:25,312 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 28/121 +[2025-02-27 00:35:25,336 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 29/121 +[2025-02-27 00:35:25,361 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 30/121 +[2025-02-27 00:35:25,387 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 31/121 +[2025-02-27 00:35:25,412 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 32/121 +[2025-02-27 00:35:25,438 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 33/121 +[2025-02-27 00:35:25,464 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 34/121 +[2025-02-27 00:35:25,489 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 35/121 +[2025-02-27 00:35:25,525 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 36/121 +[2025-02-27 00:35:25,551 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 37/121 +[2025-02-27 00:35:25,576 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 38/121 +[2025-02-27 00:35:25,612 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 39/121 +[2025-02-27 00:35:25,639 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 40/121 +[2025-02-27 00:35:25,663 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 41/121 +[2025-02-27 00:35:25,690 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, 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00:35:27,744 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 94/121 +[2025-02-27 00:35:27,772 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 95/121 +[2025-02-27 00:35:27,798 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 96/121 +[2025-02-27 00:35:27,823 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 97/121 +[2025-02-27 00:35:27,858 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 98/121 +[2025-02-27 00:35:27,884 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 99/121 +[2025-02-27 00:35:27,912 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 100/121 +[2025-02-27 00:35:27,939 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 101/121 +[2025-02-27 00:35:27,967 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 102/121 +[2025-02-27 00:35:27,994 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 103/121 +[2025-02-27 00:35:28,021 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 104/121 +[2025-02-27 00:35:28,048 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 105/121 +[2025-02-27 00:35:28,075 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 106/121 +[2025-02-27 00:35:28,101 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 107/121 +[2025-02-27 00:35:28,127 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 108/121 +[2025-02-27 00:35:28,153 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 109/121 +[2025-02-27 00:35:28,180 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 110/121 +[2025-02-27 00:35:28,210 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 111/121 +[2025-02-27 00:35:28,238 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 112/121 +[2025-02-27 00:35:28,272 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 113/121 +[2025-02-27 00:35:28,301 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 114/121 +[2025-02-27 00:35:28,326 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 115/121 +[2025-02-27 00:35:28,362 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 116/121 +[2025-02-27 00:35:28,388 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 117/121 +[2025-02-27 00:35:28,415 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 118/121 +[2025-02-27 00:35:28,442 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 119/121 +[2025-02-27 00:35:28,468 INFO test.py line 201 3738285] Test: 51/78-scene0256_00, Batch: 120/121 +[2025-02-27 00:35:28,597 INFO test.py line 289 3738285] Test: scene0256_00 [51/78]-108517 Batch 4.122 (5.226) Accuracy 0.8808 (0.5935) mIoU 0.3927 (0.4997) +[2025-02-27 00:35:28,638 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 0/139 +[2025-02-27 00:35:28,670 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 1/139 +[2025-02-27 00:35:28,705 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 2/139 +[2025-02-27 00:35:28,736 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 3/139 +[2025-02-27 00:35:28,768 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 4/139 +[2025-02-27 00:35:28,802 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 5/139 +[2025-02-27 00:35:28,867 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 6/139 +[2025-02-27 00:35:28,908 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 7/139 +[2025-02-27 00:35:28,950 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 8/139 +[2025-02-27 00:35:28,992 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 9/139 +[2025-02-27 00:35:29,035 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 10/139 +[2025-02-27 00:35:29,076 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 11/139 +[2025-02-27 00:35:29,118 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 12/139 +[2025-02-27 00:35:29,160 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 13/139 +[2025-02-27 00:35:29,201 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 14/139 +[2025-02-27 00:35:29,243 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 15/139 +[2025-02-27 00:35:29,309 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 16/139 +[2025-02-27 00:35:29,349 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 17/139 +[2025-02-27 00:35:29,389 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 18/139 +[2025-02-27 00:35:29,428 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 19/139 +[2025-02-27 00:35:29,479 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 20/139 +[2025-02-27 00:35:29,525 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 21/139 +[2025-02-27 00:35:29,567 INFO test.py line 201 3738285] Test: 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00:35:31,875 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 84/139 +[2025-02-27 00:35:31,907 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 85/139 +[2025-02-27 00:35:31,974 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 86/139 +[2025-02-27 00:35:32,030 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 87/139 +[2025-02-27 00:35:32,078 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 88/139 +[2025-02-27 00:35:32,129 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 89/139 +[2025-02-27 00:35:32,198 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 90/139 +[2025-02-27 00:35:32,248 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 91/139 +[2025-02-27 00:35:32,297 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 92/139 +[2025-02-27 00:35:32,341 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 93/139 +[2025-02-27 00:35:32,384 INFO test.py line 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+[2025-02-27 00:35:33,724 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 125/139 +[2025-02-27 00:35:33,757 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 126/139 +[2025-02-27 00:35:33,794 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 127/139 +[2025-02-27 00:35:33,826 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 128/139 +[2025-02-27 00:35:33,860 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 129/139 +[2025-02-27 00:35:33,900 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 130/139 +[2025-02-27 00:35:33,933 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 131/139 +[2025-02-27 00:35:33,966 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 132/139 +[2025-02-27 00:35:34,004 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 133/139 +[2025-02-27 00:35:34,047 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 134/139 +[2025-02-27 00:35:34,094 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 135/139 +[2025-02-27 00:35:34,134 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 136/139 +[2025-02-27 00:35:34,170 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 137/139 +[2025-02-27 00:35:34,208 INFO test.py line 201 3738285] Test: 52/78-scene0221_00, Batch: 138/139 +[2025-02-27 00:35:34,433 INFO test.py line 289 3738285] Test: scene0221_00 [52/78]-185828 Batch 5.835 (5.237) Accuracy 0.8825 (0.5980) mIoU 0.4700 (0.5045) +[2025-02-27 00:35:34,462 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 0/155 +[2025-02-27 00:35:34,488 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 1/155 +[2025-02-27 00:35:34,512 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 2/155 +[2025-02-27 00:35:34,537 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 3/155 +[2025-02-27 00:35:34,561 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:35:34,859 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 15/155 +[2025-02-27 00:35:34,883 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 16/155 +[2025-02-27 00:35:34,908 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 17/155 +[2025-02-27 00:35:34,932 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 18/155 +[2025-02-27 00:35:34,955 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 19/155 +[2025-02-27 00:35:34,987 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 20/155 +[2025-02-27 00:35:35,014 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 21/155 +[2025-02-27 00:35:35,041 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 22/155 +[2025-02-27 00:35:35,064 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 23/155 +[2025-02-27 00:35:35,088 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 24/155 +[2025-02-27 00:35:35,110 INFO 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Test: 53/78-scene0146_01, Batch: 35/155 +[2025-02-27 00:35:35,388 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 36/155 +[2025-02-27 00:35:35,412 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 37/155 +[2025-02-27 00:35:35,435 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 38/155 +[2025-02-27 00:35:35,459 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 39/155 +[2025-02-27 00:35:35,483 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 40/155 +[2025-02-27 00:35:35,508 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 41/155 +[2025-02-27 00:35:35,535 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 42/155 +[2025-02-27 00:35:35,585 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 43/155 +[2025-02-27 00:35:35,610 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 44/155 +[2025-02-27 00:35:35,635 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, 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00:35:37,059 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 97/155 +[2025-02-27 00:35:37,096 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 98/155 +[2025-02-27 00:35:37,126 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 99/155 +[2025-02-27 00:35:37,159 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 100/155 +[2025-02-27 00:35:37,192 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 101/155 +[2025-02-27 00:35:37,227 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 102/155 +[2025-02-27 00:35:37,260 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 103/155 +[2025-02-27 00:35:37,290 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 104/155 +[2025-02-27 00:35:37,324 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 105/155 +[2025-02-27 00:35:37,357 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 106/155 +[2025-02-27 00:35:37,387 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 107/155 +[2025-02-27 00:35:37,417 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 108/155 +[2025-02-27 00:35:37,451 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 109/155 +[2025-02-27 00:35:37,483 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 110/155 +[2025-02-27 00:35:37,517 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 111/155 +[2025-02-27 00:35:37,553 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 112/155 +[2025-02-27 00:35:37,590 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 113/155 +[2025-02-27 00:35:37,614 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 114/155 +[2025-02-27 00:35:37,669 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 115/155 +[2025-02-27 00:35:37,693 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 116/155 +[2025-02-27 00:35:37,715 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 117/155 +[2025-02-27 00:35:37,739 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 118/155 +[2025-02-27 00:35:37,763 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 119/155 +[2025-02-27 00:35:37,793 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 120/155 +[2025-02-27 00:35:37,819 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 121/155 +[2025-02-27 00:35:37,844 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 122/155 +[2025-02-27 00:35:37,872 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 123/155 +[2025-02-27 00:35:37,898 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 124/155 +[2025-02-27 00:35:37,921 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 125/155 +[2025-02-27 00:35:37,951 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 126/155 +[2025-02-27 00:35:37,986 INFO test.py line 201 3738285] Test: 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Batch: 137/155 +[2025-02-27 00:35:38,321 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 138/155 +[2025-02-27 00:35:38,359 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 139/155 +[2025-02-27 00:35:38,396 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 140/155 +[2025-02-27 00:35:38,431 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 141/155 +[2025-02-27 00:35:38,457 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 142/155 +[2025-02-27 00:35:38,480 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 143/155 +[2025-02-27 00:35:38,520 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 144/155 +[2025-02-27 00:35:38,542 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 145/155 +[2025-02-27 00:35:38,565 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 146/155 +[2025-02-27 00:35:38,587 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 147/155 +[2025-02-27 00:35:38,609 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 148/155 +[2025-02-27 00:35:38,634 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 149/155 +[2025-02-27 00:35:38,657 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 150/155 +[2025-02-27 00:35:38,679 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 151/155 +[2025-02-27 00:35:38,712 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 152/155 +[2025-02-27 00:35:38,739 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 153/155 +[2025-02-27 00:35:38,764 INFO test.py line 201 3738285] Test: 53/78-scene0146_01, Batch: 154/155 +[2025-02-27 00:35:38,829 INFO test.py line 289 3738285] Test: scene0146_01 [53/78]-59330 Batch 4.395 (5.221) Accuracy 0.8607 (0.5935) mIoU 0.3816 (0.5001) +[2025-02-27 00:35:38,867 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 0/155 +[2025-02-27 00:35:38,899 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:35:39,262 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 12/155 +[2025-02-27 00:35:39,293 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 13/155 +[2025-02-27 00:35:39,324 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 14/155 +[2025-02-27 00:35:39,357 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 15/155 +[2025-02-27 00:35:39,387 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 16/155 +[2025-02-27 00:35:39,418 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 17/155 +[2025-02-27 00:35:39,450 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 18/155 +[2025-02-27 00:35:39,482 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 19/155 +[2025-02-27 00:35:39,514 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 20/155 +[2025-02-27 00:35:39,546 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 21/155 +[2025-02-27 00:35:39,577 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 22/155 +[2025-02-27 00:35:39,607 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 23/155 +[2025-02-27 00:35:39,637 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 24/155 +[2025-02-27 00:35:39,692 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 25/155 +[2025-02-27 00:35:39,724 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 26/155 +[2025-02-27 00:35:39,754 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 27/155 +[2025-02-27 00:35:39,786 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 28/155 +[2025-02-27 00:35:39,833 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 29/155 +[2025-02-27 00:35:39,867 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 30/155 +[2025-02-27 00:35:39,900 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 31/155 +[2025-02-27 00:35:39,930 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 32/155 +[2025-02-27 00:35:39,960 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 33/155 +[2025-02-27 00:35:39,991 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 34/155 +[2025-02-27 00:35:40,022 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 35/155 +[2025-02-27 00:35:40,064 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 36/155 +[2025-02-27 00:35:40,096 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 37/155 +[2025-02-27 00:35:40,133 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 38/155 +[2025-02-27 00:35:40,174 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 39/155 +[2025-02-27 00:35:40,211 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 40/155 +[2025-02-27 00:35:40,251 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 41/155 +[2025-02-27 00:35:40,289 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 42/155 +[2025-02-27 00:35:40,330 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 43/155 +[2025-02-27 00:35:40,384 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 44/155 +[2025-02-27 00:35:40,435 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 45/155 +[2025-02-27 00:35:40,475 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 46/155 +[2025-02-27 00:35:40,517 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 47/155 +[2025-02-27 00:35:40,564 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 48/155 +[2025-02-27 00:35:40,613 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 49/155 +[2025-02-27 00:35:40,654 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 50/155 +[2025-02-27 00:35:40,695 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 51/155 +[2025-02-27 00:35:40,726 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 52/155 +[2025-02-27 00:35:40,760 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 53/155 +[2025-02-27 00:35:40,791 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 54/155 +[2025-02-27 00:35:40,821 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 55/155 +[2025-02-27 00:35:40,855 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 56/155 +[2025-02-27 00:35:40,888 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 57/155 +[2025-02-27 00:35:40,925 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 58/155 +[2025-02-27 00:35:40,959 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 59/155 +[2025-02-27 00:35:40,991 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 60/155 +[2025-02-27 00:35:41,024 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 61/155 +[2025-02-27 00:35:41,057 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 62/155 +[2025-02-27 00:35:41,087 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 63/155 +[2025-02-27 00:35:41,117 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 64/155 +[2025-02-27 00:35:41,147 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 65/155 +[2025-02-27 00:35:41,179 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 66/155 +[2025-02-27 00:35:41,210 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 67/155 +[2025-02-27 00:35:41,240 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 68/155 +[2025-02-27 00:35:41,277 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 69/155 +[2025-02-27 00:35:41,307 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 70/155 +[2025-02-27 00:35:41,335 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 71/155 +[2025-02-27 00:35:41,364 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 72/155 +[2025-02-27 00:35:41,393 INFO test.py line 201 3738285] Test: 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00:35:42,050 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 94/155 +[2025-02-27 00:35:42,079 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 95/155 +[2025-02-27 00:35:42,108 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 96/155 +[2025-02-27 00:35:42,138 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 97/155 +[2025-02-27 00:35:42,167 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 98/155 +[2025-02-27 00:35:42,198 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 99/155 +[2025-02-27 00:35:42,229 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 100/155 +[2025-02-27 00:35:42,259 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 101/155 +[2025-02-27 00:35:42,290 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 102/155 +[2025-02-27 00:35:42,323 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 103/155 +[2025-02-27 00:35:42,363 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 104/155 +[2025-02-27 00:35:42,419 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 105/155 +[2025-02-27 00:35:42,454 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 106/155 +[2025-02-27 00:35:42,485 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 107/155 +[2025-02-27 00:35:42,516 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 108/155 +[2025-02-27 00:35:42,546 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 109/155 +[2025-02-27 00:35:42,579 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 110/155 +[2025-02-27 00:35:42,615 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 111/155 +[2025-02-27 00:35:42,648 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 112/155 +[2025-02-27 00:35:42,679 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 113/155 +[2025-02-27 00:35:42,711 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 114/155 +[2025-02-27 00:35:42,743 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 115/155 +[2025-02-27 00:35:42,775 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 116/155 +[2025-02-27 00:35:42,809 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 117/155 +[2025-02-27 00:35:42,842 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 118/155 +[2025-02-27 00:35:42,875 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 119/155 +[2025-02-27 00:35:42,907 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 120/155 +[2025-02-27 00:35:42,939 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 121/155 +[2025-02-27 00:35:42,971 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 122/155 +[2025-02-27 00:35:43,003 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 123/155 +[2025-02-27 00:35:43,036 INFO test.py line 201 3738285] Test: 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Batch: 134/155 +[2025-02-27 00:35:43,390 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 135/155 +[2025-02-27 00:35:43,421 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 136/155 +[2025-02-27 00:35:43,458 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 137/155 +[2025-02-27 00:35:43,491 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 138/155 +[2025-02-27 00:35:43,526 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 139/155 +[2025-02-27 00:35:43,558 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 140/155 +[2025-02-27 00:35:43,590 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 141/155 +[2025-02-27 00:35:43,623 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 142/155 +[2025-02-27 00:35:43,658 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 143/155 +[2025-02-27 00:35:43,689 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 144/155 +[2025-02-27 00:35:43,719 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 145/155 +[2025-02-27 00:35:43,750 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 146/155 +[2025-02-27 00:35:43,781 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 147/155 +[2025-02-27 00:35:43,814 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 148/155 +[2025-02-27 00:35:43,847 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 149/155 +[2025-02-27 00:35:43,878 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 150/155 +[2025-02-27 00:35:43,910 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 151/155 +[2025-02-27 00:35:43,942 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 152/155 +[2025-02-27 00:35:43,974 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 153/155 +[2025-02-27 00:35:44,004 INFO test.py line 201 3738285] Test: 54/78-scene0697_03, Batch: 154/155 +[2025-02-27 00:35:44,197 INFO test.py line 289 3738285] Test: scene0697_03 [54/78]-165912 Batch 5.368 (5.224) Accuracy 0.7156 (0.5928) mIoU 0.2507 (0.5000) +[2025-02-27 00:35:44,231 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 0/126 +[2025-02-27 00:35:44,259 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 1/126 +[2025-02-27 00:35:44,287 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 2/126 +[2025-02-27 00:35:44,313 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 3/126 +[2025-02-27 00:35:44,339 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 4/126 +[2025-02-27 00:35:44,367 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 5/126 +[2025-02-27 00:35:44,395 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 6/126 +[2025-02-27 00:35:44,425 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 7/126 +[2025-02-27 00:35:44,453 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 8/126 +[2025-02-27 00:35:44,482 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 9/126 +[2025-02-27 00:35:44,509 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 10/126 +[2025-02-27 00:35:44,546 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 11/126 +[2025-02-27 00:35:44,581 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 12/126 +[2025-02-27 00:35:44,607 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 13/126 +[2025-02-27 00:35:44,635 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 14/126 +[2025-02-27 00:35:44,665 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 15/126 +[2025-02-27 00:35:44,693 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 16/126 +[2025-02-27 00:35:44,723 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 17/126 +[2025-02-27 00:35:44,760 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 18/126 +[2025-02-27 00:35:44,794 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 19/126 +[2025-02-27 00:35:44,828 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 20/126 +[2025-02-27 00:35:44,882 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 21/126 +[2025-02-27 00:35:44,910 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 22/126 +[2025-02-27 00:35:44,937 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 23/126 +[2025-02-27 00:35:44,967 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 24/126 +[2025-02-27 00:35:44,995 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 25/126 +[2025-02-27 00:35:45,025 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 26/126 +[2025-02-27 00:35:45,052 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 27/126 +[2025-02-27 00:35:45,080 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 28/126 +[2025-02-27 00:35:45,108 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 29/126 +[2025-02-27 00:35:45,135 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 30/126 +[2025-02-27 00:35:45,163 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 31/126 +[2025-02-27 00:35:45,193 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 32/126 +[2025-02-27 00:35:45,223 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 33/126 +[2025-02-27 00:35:45,250 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 34/126 +[2025-02-27 00:35:45,278 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 35/126 +[2025-02-27 00:35:45,306 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 36/126 +[2025-02-27 00:35:45,333 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 37/126 +[2025-02-27 00:35:45,360 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 38/126 +[2025-02-27 00:35:45,389 INFO test.py line 201 3738285] Test: 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00:35:46,009 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 60/126 +[2025-02-27 00:35:46,035 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 61/126 +[2025-02-27 00:35:46,062 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 62/126 +[2025-02-27 00:35:46,090 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 63/126 +[2025-02-27 00:35:46,117 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 64/126 +[2025-02-27 00:35:46,144 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 65/126 +[2025-02-27 00:35:46,174 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 66/126 +[2025-02-27 00:35:46,201 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 67/126 +[2025-02-27 00:35:46,228 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 68/126 +[2025-02-27 00:35:46,257 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 69/126 +[2025-02-27 00:35:46,286 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 70/126 +[2025-02-27 00:35:46,313 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 71/126 +[2025-02-27 00:35:46,339 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 72/126 +[2025-02-27 00:35:46,367 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 73/126 +[2025-02-27 00:35:46,395 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 74/126 +[2025-02-27 00:35:46,421 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 75/126 +[2025-02-27 00:35:46,447 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 76/126 +[2025-02-27 00:35:46,490 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 77/126 +[2025-02-27 00:35:46,518 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 78/126 +[2025-02-27 00:35:46,546 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 79/126 +[2025-02-27 00:35:46,575 INFO test.py line 201 3738285] Test: 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00:35:47,213 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 101/126 +[2025-02-27 00:35:47,249 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 102/126 +[2025-02-27 00:35:47,275 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 103/126 +[2025-02-27 00:35:47,303 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 104/126 +[2025-02-27 00:35:47,332 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 105/126 +[2025-02-27 00:35:47,365 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 106/126 +[2025-02-27 00:35:47,392 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 107/126 +[2025-02-27 00:35:47,419 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 108/126 +[2025-02-27 00:35:47,472 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 109/126 +[2025-02-27 00:35:47,500 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 110/126 +[2025-02-27 00:35:47,529 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 111/126 +[2025-02-27 00:35:47,568 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 112/126 +[2025-02-27 00:35:47,602 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 113/126 +[2025-02-27 00:35:47,636 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 114/126 +[2025-02-27 00:35:47,670 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 115/126 +[2025-02-27 00:35:47,705 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 116/126 +[2025-02-27 00:35:47,741 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 117/126 +[2025-02-27 00:35:47,792 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 118/126 +[2025-02-27 00:35:47,826 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 119/126 +[2025-02-27 00:35:47,862 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 120/126 +[2025-02-27 00:35:47,899 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 121/126 +[2025-02-27 00:35:47,932 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 122/126 +[2025-02-27 00:35:47,966 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 123/126 +[2025-02-27 00:35:48,000 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 124/126 +[2025-02-27 00:35:48,066 INFO test.py line 201 3738285] Test: 55/78-scene0655_02, Batch: 125/126 +[2025-02-27 00:35:48,223 INFO test.py line 289 3738285] Test: scene0655_02 [55/78]-133857 Batch 4.026 (5.202) Accuracy 0.9927 (0.5936) mIoU 0.7872 (0.5011) +[2025-02-27 00:35:48,258 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 0/138 +[2025-02-27 00:35:48,282 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 1/138 +[2025-02-27 00:35:48,324 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 2/138 +[2025-02-27 00:35:48,359 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 3/138 +[2025-02-27 00:35:48,396 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 4/138 +[2025-02-27 00:35:48,434 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 5/138 +[2025-02-27 00:35:48,471 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 6/138 +[2025-02-27 00:35:48,507 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 7/138 +[2025-02-27 00:35:48,543 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 8/138 +[2025-02-27 00:35:48,569 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 9/138 +[2025-02-27 00:35:48,591 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 10/138 +[2025-02-27 00:35:48,618 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 11/138 +[2025-02-27 00:35:48,641 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 12/138 +[2025-02-27 00:35:48,666 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 13/138 +[2025-02-27 00:35:48,691 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 14/138 +[2025-02-27 00:35:48,719 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 15/138 +[2025-02-27 00:35:48,744 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 16/138 +[2025-02-27 00:35:48,772 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 17/138 +[2025-02-27 00:35:48,813 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 18/138 +[2025-02-27 00:35:48,837 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 19/138 +[2025-02-27 00:35:48,863 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 20/138 +[2025-02-27 00:35:48,891 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 21/138 +[2025-02-27 00:35:48,934 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 22/138 +[2025-02-27 00:35:48,959 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 23/138 +[2025-02-27 00:35:48,983 INFO test.py line 201 3738285] Test: 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34/138 +[2025-02-27 00:35:49,365 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 35/138 +[2025-02-27 00:35:49,420 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 36/138 +[2025-02-27 00:35:49,462 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 37/138 +[2025-02-27 00:35:49,515 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 38/138 +[2025-02-27 00:35:49,563 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 39/138 +[2025-02-27 00:35:49,614 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 40/138 +[2025-02-27 00:35:49,659 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 41/138 +[2025-02-27 00:35:49,710 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 42/138 +[2025-02-27 00:35:49,735 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 43/138 +[2025-02-27 00:35:49,762 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 44/138 +[2025-02-27 00:35:49,922 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 45/138 +[2025-02-27 00:35:49,949 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 46/138 +[2025-02-27 00:35:49,977 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 47/138 +[2025-02-27 00:35:50,003 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 48/138 +[2025-02-27 00:35:50,028 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 49/138 +[2025-02-27 00:35:50,054 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 50/138 +[2025-02-27 00:35:50,081 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 51/138 +[2025-02-27 00:35:50,106 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 52/138 +[2025-02-27 00:35:50,131 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 53/138 +[2025-02-27 00:35:50,156 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 54/138 +[2025-02-27 00:35:50,182 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 55/138 +[2025-02-27 00:35:50,207 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 56/138 +[2025-02-27 00:35:50,230 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 57/138 +[2025-02-27 00:35:50,255 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 58/138 +[2025-02-27 00:35:50,280 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 59/138 +[2025-02-27 00:35:50,304 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 60/138 +[2025-02-27 00:35:50,326 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 61/138 +[2025-02-27 00:35:50,350 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 62/138 +[2025-02-27 00:35:50,372 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 63/138 +[2025-02-27 00:35:50,397 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 64/138 +[2025-02-27 00:35:50,422 INFO test.py line 201 3738285] Test: 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00:35:50,943 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 86/138 +[2025-02-27 00:35:50,967 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 87/138 +[2025-02-27 00:35:50,990 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 88/138 +[2025-02-27 00:35:51,014 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 89/138 +[2025-02-27 00:35:51,049 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 90/138 +[2025-02-27 00:35:51,080 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 91/138 +[2025-02-27 00:35:51,103 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 92/138 +[2025-02-27 00:35:51,126 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 93/138 +[2025-02-27 00:35:51,177 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 94/138 +[2025-02-27 00:35:51,201 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 95/138 +[2025-02-27 00:35:51,225 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 96/138 +[2025-02-27 00:35:51,252 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 97/138 +[2025-02-27 00:35:51,278 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 98/138 +[2025-02-27 00:35:51,312 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 99/138 +[2025-02-27 00:35:51,337 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 100/138 +[2025-02-27 00:35:51,361 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 101/138 +[2025-02-27 00:35:51,384 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 102/138 +[2025-02-27 00:35:51,407 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 103/138 +[2025-02-27 00:35:51,434 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 104/138 +[2025-02-27 00:35:51,458 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 105/138 +[2025-02-27 00:35:51,488 INFO test.py line 201 3738285] Test: 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Batch: 116/138 +[2025-02-27 00:35:51,778 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 117/138 +[2025-02-27 00:35:51,803 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 118/138 +[2025-02-27 00:35:51,829 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 119/138 +[2025-02-27 00:35:51,852 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 120/138 +[2025-02-27 00:35:51,883 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 121/138 +[2025-02-27 00:35:51,910 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 122/138 +[2025-02-27 00:35:51,934 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 123/138 +[2025-02-27 00:35:51,960 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 124/138 +[2025-02-27 00:35:51,988 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 125/138 +[2025-02-27 00:35:52,023 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 126/138 +[2025-02-27 00:35:52,049 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 127/138 +[2025-02-27 00:35:52,072 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 128/138 +[2025-02-27 00:35:52,100 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 129/138 +[2025-02-27 00:35:52,125 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 130/138 +[2025-02-27 00:35:52,153 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 131/138 +[2025-02-27 00:35:52,178 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 132/138 +[2025-02-27 00:35:52,204 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 133/138 +[2025-02-27 00:35:52,230 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 134/138 +[2025-02-27 00:35:52,255 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 135/138 +[2025-02-27 00:35:52,281 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 136/138 +[2025-02-27 00:35:52,308 INFO test.py line 201 3738285] Test: 56/78-scene0553_02, Batch: 137/138 +[2025-02-27 00:35:52,398 INFO test.py line 289 3738285] Test: scene0553_02 [56/78]-67632 Batch 4.175 (5.184) Accuracy 0.9441 (0.5945) mIoU 0.4481 (0.5022) +[2025-02-27 00:35:52,440 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 0/143 +[2025-02-27 00:35:52,497 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 1/143 +[2025-02-27 00:35:52,530 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 2/143 +[2025-02-27 00:35:52,566 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 3/143 +[2025-02-27 00:35:52,599 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 4/143 +[2025-02-27 00:35:52,631 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 5/143 +[2025-02-27 00:35:52,688 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 6/143 +[2025-02-27 00:35:52,744 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 7/143 +[2025-02-27 00:35:52,800 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 8/143 +[2025-02-27 00:35:52,857 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 9/143 +[2025-02-27 00:35:52,901 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 10/143 +[2025-02-27 00:35:52,937 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 11/143 +[2025-02-27 00:35:52,970 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 12/143 +[2025-02-27 00:35:53,002 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 13/143 +[2025-02-27 00:35:53,035 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 14/143 +[2025-02-27 00:35:53,074 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 15/143 +[2025-02-27 00:35:53,106 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 16/143 +[2025-02-27 00:35:53,137 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 17/143 +[2025-02-27 00:35:53,169 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 18/143 +[2025-02-27 00:35:53,200 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 19/143 +[2025-02-27 00:35:53,231 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 20/143 +[2025-02-27 00:35:53,262 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 21/143 +[2025-02-27 00:35:53,293 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 22/143 +[2025-02-27 00:35:53,326 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 23/143 +[2025-02-27 00:35:53,355 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 24/143 +[2025-02-27 00:35:53,397 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 25/143 +[2025-02-27 00:35:53,439 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 26/143 +[2025-02-27 00:35:53,468 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 27/143 +[2025-02-27 00:35:53,505 INFO test.py line 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3738285] Test: 57/78-scene0025_00, Batch: 120/143 +[2025-02-27 00:35:56,680 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 121/143 +[2025-02-27 00:35:56,712 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 122/143 +[2025-02-27 00:35:56,746 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 123/143 +[2025-02-27 00:35:56,786 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 124/143 +[2025-02-27 00:35:56,818 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 125/143 +[2025-02-27 00:35:56,851 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 126/143 +[2025-02-27 00:35:56,883 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 127/143 +[2025-02-27 00:35:56,922 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 128/143 +[2025-02-27 00:35:56,964 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 129/143 +[2025-02-27 00:35:56,995 INFO test.py line 201 3738285] Test: 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Batch: 140/143 +[2025-02-27 00:35:57,373 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 141/143 +[2025-02-27 00:35:57,412 INFO test.py line 201 3738285] Test: 57/78-scene0025_00, Batch: 142/143 +[2025-02-27 00:35:57,613 INFO test.py line 289 3738285] Test: scene0025_00 [57/78]-173392 Batch 5.214 (5.184) Accuracy 0.9088 (0.5959) mIoU 0.5651 (0.5050) +[2025-02-27 00:35:57,649 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 0/108 +[2025-02-27 00:35:57,688 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 1/108 +[2025-02-27 00:35:57,710 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 2/108 +[2025-02-27 00:35:57,732 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 3/108 +[2025-02-27 00:35:57,766 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 4/108 +[2025-02-27 00:35:57,791 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 5/108 +[2025-02-27 00:35:57,815 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 6/108 +[2025-02-27 00:35:57,839 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 7/108 +[2025-02-27 00:35:57,862 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 8/108 +[2025-02-27 00:35:57,889 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 9/108 +[2025-02-27 00:35:57,915 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 10/108 +[2025-02-27 00:35:57,939 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 11/108 +[2025-02-27 00:35:57,960 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 12/108 +[2025-02-27 00:35:57,983 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 13/108 +[2025-02-27 00:35:58,005 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 14/108 +[2025-02-27 00:35:58,029 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 15/108 +[2025-02-27 00:35:58,051 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 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201 3738285] Test: 58/78-scene0693_02, Batch: 37/108 +[2025-02-27 00:35:58,791 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 38/108 +[2025-02-27 00:35:58,820 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 39/108 +[2025-02-27 00:35:58,859 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 40/108 +[2025-02-27 00:35:58,893 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 41/108 +[2025-02-27 00:35:58,936 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 42/108 +[2025-02-27 00:35:58,977 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 43/108 +[2025-02-27 00:35:59,021 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 44/108 +[2025-02-27 00:35:59,058 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 45/108 +[2025-02-27 00:35:59,094 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 46/108 +[2025-02-27 00:35:59,153 INFO test.py line 201 3738285] Test: 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00:35:59,741 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 68/108 +[2025-02-27 00:35:59,765 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 69/108 +[2025-02-27 00:35:59,796 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 70/108 +[2025-02-27 00:35:59,822 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 71/108 +[2025-02-27 00:35:59,846 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 72/108 +[2025-02-27 00:35:59,870 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 73/108 +[2025-02-27 00:35:59,902 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 74/108 +[2025-02-27 00:35:59,925 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 75/108 +[2025-02-27 00:35:59,948 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 76/108 +[2025-02-27 00:35:59,974 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 77/108 +[2025-02-27 00:35:59,997 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 78/108 +[2025-02-27 00:36:00,019 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 79/108 +[2025-02-27 00:36:00,041 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 80/108 +[2025-02-27 00:36:00,065 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 81/108 +[2025-02-27 00:36:00,093 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 82/108 +[2025-02-27 00:36:00,115 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 83/108 +[2025-02-27 00:36:00,142 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 84/108 +[2025-02-27 00:36:00,165 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 85/108 +[2025-02-27 00:36:00,188 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 86/108 +[2025-02-27 00:36:00,210 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 87/108 +[2025-02-27 00:36:00,231 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 88/108 +[2025-02-27 00:36:00,255 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 89/108 +[2025-02-27 00:36:00,279 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 90/108 +[2025-02-27 00:36:00,302 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 91/108 +[2025-02-27 00:36:00,326 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 92/108 +[2025-02-27 00:36:00,349 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 93/108 +[2025-02-27 00:36:00,370 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 94/108 +[2025-02-27 00:36:00,392 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 95/108 +[2025-02-27 00:36:00,416 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 96/108 +[2025-02-27 00:36:00,439 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 97/108 +[2025-02-27 00:36:00,464 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 98/108 +[2025-02-27 00:36:00,487 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 99/108 +[2025-02-27 00:36:00,511 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 100/108 +[2025-02-27 00:36:00,536 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 101/108 +[2025-02-27 00:36:00,563 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 102/108 +[2025-02-27 00:36:00,585 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 103/108 +[2025-02-27 00:36:00,611 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 104/108 +[2025-02-27 00:36:00,631 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 105/108 +[2025-02-27 00:36:00,656 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 106/108 +[2025-02-27 00:36:00,681 INFO test.py line 201 3738285] Test: 58/78-scene0693_02, Batch: 107/108 +[2025-02-27 00:36:00,739 INFO test.py line 289 3738285] Test: scene0693_02 [58/78]-47996 Batch 3.125 (5.149) Accuracy 0.9154 (0.5988) mIoU 0.5764 (0.5071) +[2025-02-27 00:36:00,786 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 0/138 +[2025-02-27 00:36:00,824 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 1/138 +[2025-02-27 00:36:00,861 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 2/138 +[2025-02-27 00:36:00,899 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 3/138 +[2025-02-27 00:36:00,941 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 4/138 +[2025-02-27 00:36:01,001 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 5/138 +[2025-02-27 00:36:01,039 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 6/138 +[2025-02-27 00:36:01,080 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 7/138 +[2025-02-27 00:36:01,117 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 8/138 +[2025-02-27 00:36:01,161 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 9/138 +[2025-02-27 00:36:01,201 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 10/138 +[2025-02-27 00:36:01,246 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 11/138 +[2025-02-27 00:36:01,289 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 12/138 +[2025-02-27 00:36:01,328 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 13/138 +[2025-02-27 00:36:01,371 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 14/138 +[2025-02-27 00:36:01,410 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 15/138 +[2025-02-27 00:36:01,455 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 16/138 +[2025-02-27 00:36:01,496 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 17/138 +[2025-02-27 00:36:01,536 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 18/138 +[2025-02-27 00:36:01,583 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 19/138 +[2025-02-27 00:36:01,627 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 20/138 +[2025-02-27 00:36:01,669 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 21/138 +[2025-02-27 00:36:01,729 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 22/138 +[2025-02-27 00:36:01,774 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 23/138 +[2025-02-27 00:36:01,824 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 24/138 +[2025-02-27 00:36:01,878 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 25/138 +[2025-02-27 00:36:01,930 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 26/138 +[2025-02-27 00:36:01,974 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 27/138 +[2025-02-27 00:36:02,018 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 28/138 +[2025-02-27 00:36:02,077 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 29/138 +[2025-02-27 00:36:02,130 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 30/138 +[2025-02-27 00:36:02,174 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 31/138 +[2025-02-27 00:36:02,219 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 32/138 +[2025-02-27 00:36:02,267 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 33/138 +[2025-02-27 00:36:02,316 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 34/138 +[2025-02-27 00:36:02,363 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 35/138 +[2025-02-27 00:36:02,413 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 36/138 +[2025-02-27 00:36:02,464 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 37/138 +[2025-02-27 00:36:02,527 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 38/138 +[2025-02-27 00:36:02,565 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 39/138 +[2025-02-27 00:36:02,604 INFO test.py line 201 3738285] Test: 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00:36:03,615 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 61/138 +[2025-02-27 00:36:03,652 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 62/138 +[2025-02-27 00:36:03,691 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 63/138 +[2025-02-27 00:36:03,726 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 64/138 +[2025-02-27 00:36:03,762 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 65/138 +[2025-02-27 00:36:03,800 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 66/138 +[2025-02-27 00:36:03,847 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 67/138 +[2025-02-27 00:36:03,884 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 68/138 +[2025-02-27 00:36:03,922 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 69/138 +[2025-02-27 00:36:03,960 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 70/138 +[2025-02-27 00:36:03,997 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 71/138 +[2025-02-27 00:36:04,036 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 72/138 +[2025-02-27 00:36:04,073 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 73/138 +[2025-02-27 00:36:04,111 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 74/138 +[2025-02-27 00:36:04,148 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 75/138 +[2025-02-27 00:36:04,185 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 76/138 +[2025-02-27 00:36:04,223 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 77/138 +[2025-02-27 00:36:04,260 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 78/138 +[2025-02-27 00:36:04,296 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 79/138 +[2025-02-27 00:36:04,333 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 80/138 +[2025-02-27 00:36:04,369 INFO test.py line 201 3738285] Test: 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00:36:05,190 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 102/138 +[2025-02-27 00:36:05,232 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 103/138 +[2025-02-27 00:36:05,270 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 104/138 +[2025-02-27 00:36:05,309 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 105/138 +[2025-02-27 00:36:05,348 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 106/138 +[2025-02-27 00:36:05,385 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 107/138 +[2025-02-27 00:36:05,423 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 108/138 +[2025-02-27 00:36:05,462 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 109/138 +[2025-02-27 00:36:05,509 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 110/138 +[2025-02-27 00:36:05,558 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 111/138 +[2025-02-27 00:36:05,602 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 112/138 +[2025-02-27 00:36:05,647 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 113/138 +[2025-02-27 00:36:05,695 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 114/138 +[2025-02-27 00:36:05,750 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 115/138 +[2025-02-27 00:36:05,798 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 116/138 +[2025-02-27 00:36:05,848 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 117/138 +[2025-02-27 00:36:05,894 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 118/138 +[2025-02-27 00:36:05,940 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 119/138 +[2025-02-27 00:36:05,985 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 120/138 +[2025-02-27 00:36:06,035 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 121/138 +[2025-02-27 00:36:06,084 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 122/138 +[2025-02-27 00:36:06,145 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 123/138 +[2025-02-27 00:36:06,196 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 124/138 +[2025-02-27 00:36:06,244 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 125/138 +[2025-02-27 00:36:06,296 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 126/138 +[2025-02-27 00:36:06,343 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 127/138 +[2025-02-27 00:36:06,390 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 128/138 +[2025-02-27 00:36:06,436 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 129/138 +[2025-02-27 00:36:06,485 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 130/138 +[2025-02-27 00:36:06,535 INFO test.py line 201 3738285] Test: 59/78-scene0665_00, Batch: 131/138 +[2025-02-27 00:36:06,584 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:36:11,589 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 116/148 +[2025-02-27 00:36:11,623 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 117/148 +[2025-02-27 00:36:11,657 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 118/148 +[2025-02-27 00:36:11,690 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 119/148 +[2025-02-27 00:36:11,722 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 120/148 +[2025-02-27 00:36:11,756 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 121/148 +[2025-02-27 00:36:11,791 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 122/148 +[2025-02-27 00:36:11,823 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 123/148 +[2025-02-27 00:36:11,859 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 124/148 +[2025-02-27 00:36:11,910 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 125/148 +[2025-02-27 00:36:11,943 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 126/148 +[2025-02-27 00:36:11,978 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 127/148 +[2025-02-27 00:36:12,012 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 128/148 +[2025-02-27 00:36:12,046 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 129/148 +[2025-02-27 00:36:12,081 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 130/148 +[2025-02-27 00:36:12,115 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 131/148 +[2025-02-27 00:36:12,149 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 132/148 +[2025-02-27 00:36:12,183 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 133/148 +[2025-02-27 00:36:12,217 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 134/148 +[2025-02-27 00:36:12,250 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 135/148 +[2025-02-27 00:36:12,282 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 136/148 +[2025-02-27 00:36:12,324 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 137/148 +[2025-02-27 00:36:12,356 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 138/148 +[2025-02-27 00:36:12,388 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 139/148 +[2025-02-27 00:36:12,419 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 140/148 +[2025-02-27 00:36:12,454 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 141/148 +[2025-02-27 00:36:12,489 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 142/148 +[2025-02-27 00:36:12,522 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 143/148 +[2025-02-27 00:36:12,553 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 144/148 +[2025-02-27 00:36:12,586 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 145/148 +[2025-02-27 00:36:12,618 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 146/148 +[2025-02-27 00:36:12,652 INFO test.py line 201 3738285] Test: 60/78-scene0647_01, Batch: 147/148 +[2025-02-27 00:36:12,887 INFO test.py line 289 3738285] Test: scene0647_01 [60/78]-194360 Batch 5.518 (5.180) Accuracy 0.8573 (0.5942) mIoU 0.3712 (0.5050) +[2025-02-27 00:36:12,917 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 0/134 +[2025-02-27 00:36:12,941 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 1/134 +[2025-02-27 00:36:12,967 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 2/134 +[2025-02-27 00:36:12,993 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 3/134 +[2025-02-27 00:36:13,023 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 4/134 +[2025-02-27 00:36:13,048 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 5/134 +[2025-02-27 00:36:13,102 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 6/134 +[2025-02-27 00:36:13,156 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 7/134 +[2025-02-27 00:36:13,182 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 8/134 +[2025-02-27 00:36:13,211 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 9/134 +[2025-02-27 00:36:13,236 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 10/134 +[2025-02-27 00:36:13,261 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 11/134 +[2025-02-27 00:36:13,292 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 12/134 +[2025-02-27 00:36:13,318 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 13/134 +[2025-02-27 00:36:13,341 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 14/134 +[2025-02-27 00:36:13,368 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 15/134 +[2025-02-27 00:36:13,394 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 16/134 +[2025-02-27 00:36:13,449 INFO test.py line 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00:36:14,327 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 48/134 +[2025-02-27 00:36:14,364 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 49/134 +[2025-02-27 00:36:14,390 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 50/134 +[2025-02-27 00:36:14,431 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 51/134 +[2025-02-27 00:36:14,455 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 52/134 +[2025-02-27 00:36:14,481 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 53/134 +[2025-02-27 00:36:14,509 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 54/134 +[2025-02-27 00:36:14,541 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 55/134 +[2025-02-27 00:36:14,571 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 56/134 +[2025-02-27 00:36:14,596 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 57/134 +[2025-02-27 00:36:14,623 INFO test.py line 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00:36:15,460 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 89/134 +[2025-02-27 00:36:15,510 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 90/134 +[2025-02-27 00:36:15,539 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 91/134 +[2025-02-27 00:36:15,565 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 92/134 +[2025-02-27 00:36:15,589 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 93/134 +[2025-02-27 00:36:15,616 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 94/134 +[2025-02-27 00:36:15,638 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 95/134 +[2025-02-27 00:36:15,659 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 96/134 +[2025-02-27 00:36:15,681 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 97/134 +[2025-02-27 00:36:15,702 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 98/134 +[2025-02-27 00:36:15,728 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 99/134 +[2025-02-27 00:36:15,750 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 100/134 +[2025-02-27 00:36:15,772 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 101/134 +[2025-02-27 00:36:15,794 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 102/134 +[2025-02-27 00:36:15,815 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 103/134 +[2025-02-27 00:36:15,836 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 104/134 +[2025-02-27 00:36:15,858 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 105/134 +[2025-02-27 00:36:15,880 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 106/134 +[2025-02-27 00:36:15,909 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 107/134 +[2025-02-27 00:36:15,936 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 108/134 +[2025-02-27 00:36:15,963 INFO test.py line 201 3738285] Test: 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Batch: 119/134 +[2025-02-27 00:36:16,236 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 120/134 +[2025-02-27 00:36:16,257 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 121/134 +[2025-02-27 00:36:16,278 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 122/134 +[2025-02-27 00:36:16,301 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 123/134 +[2025-02-27 00:36:16,322 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 124/134 +[2025-02-27 00:36:16,344 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 125/134 +[2025-02-27 00:36:16,366 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 126/134 +[2025-02-27 00:36:16,391 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 127/134 +[2025-02-27 00:36:16,422 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 128/134 +[2025-02-27 00:36:16,444 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 129/134 +[2025-02-27 00:36:16,469 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 130/134 +[2025-02-27 00:36:16,492 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 131/134 +[2025-02-27 00:36:16,513 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 132/134 +[2025-02-27 00:36:16,539 INFO test.py line 201 3738285] Test: 61/78-scene0558_00, Batch: 133/134 +[2025-02-27 00:36:16,620 INFO test.py line 289 3738285] Test: scene0558_00 [61/78]-92953 Batch 3.732 (5.156) Accuracy 0.5141 (0.5925) mIoU 0.2038 (0.5009) +[2025-02-27 00:36:16,645 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 0/139 +[2025-02-27 00:36:16,667 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 1/139 +[2025-02-27 00:36:16,688 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 2/139 +[2025-02-27 00:36:16,711 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 3/139 +[2025-02-27 00:36:16,736 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:36:16,999 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 15/139 +[2025-02-27 00:36:17,020 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 16/139 +[2025-02-27 00:36:17,043 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 17/139 +[2025-02-27 00:36:17,064 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 18/139 +[2025-02-27 00:36:17,090 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 19/139 +[2025-02-27 00:36:17,111 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 20/139 +[2025-02-27 00:36:17,133 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 21/139 +[2025-02-27 00:36:17,154 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 22/139 +[2025-02-27 00:36:17,174 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 23/139 +[2025-02-27 00:36:17,199 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 24/139 +[2025-02-27 00:36:17,221 INFO 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Test: 62/78-scene0084_02, Batch: 35/139 +[2025-02-27 00:36:17,477 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 36/139 +[2025-02-27 00:36:17,498 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 37/139 +[2025-02-27 00:36:17,519 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 38/139 +[2025-02-27 00:36:17,542 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 39/139 +[2025-02-27 00:36:17,562 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 40/139 +[2025-02-27 00:36:17,589 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 41/139 +[2025-02-27 00:36:17,610 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 42/139 +[2025-02-27 00:36:17,631 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 43/139 +[2025-02-27 00:36:17,665 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 44/139 +[2025-02-27 00:36:17,691 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, 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00:36:18,037 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 56/139 +[2025-02-27 00:36:18,067 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 57/139 +[2025-02-27 00:36:18,105 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 58/139 +[2025-02-27 00:36:18,140 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 59/139 +[2025-02-27 00:36:18,178 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 60/139 +[2025-02-27 00:36:18,230 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 61/139 +[2025-02-27 00:36:18,263 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 62/139 +[2025-02-27 00:36:18,298 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 63/139 +[2025-02-27 00:36:18,327 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 64/139 +[2025-02-27 00:36:18,363 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 65/139 +[2025-02-27 00:36:18,397 INFO test.py line 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00:36:19,392 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 97/139 +[2025-02-27 00:36:19,431 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 98/139 +[2025-02-27 00:36:19,467 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 99/139 +[2025-02-27 00:36:19,500 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 100/139 +[2025-02-27 00:36:19,539 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 101/139 +[2025-02-27 00:36:19,597 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 102/139 +[2025-02-27 00:36:19,622 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 103/139 +[2025-02-27 00:36:19,647 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 104/139 +[2025-02-27 00:36:19,672 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 105/139 +[2025-02-27 00:36:19,697 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 106/139 +[2025-02-27 00:36:19,725 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 107/139 +[2025-02-27 00:36:19,750 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 108/139 +[2025-02-27 00:36:19,778 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 109/139 +[2025-02-27 00:36:19,805 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 110/139 +[2025-02-27 00:36:19,837 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 111/139 +[2025-02-27 00:36:19,869 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 112/139 +[2025-02-27 00:36:19,900 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 113/139 +[2025-02-27 00:36:19,935 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 114/139 +[2025-02-27 00:36:19,973 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 115/139 +[2025-02-27 00:36:20,011 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 116/139 +[2025-02-27 00:36:20,053 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 117/139 +[2025-02-27 00:36:20,087 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 118/139 +[2025-02-27 00:36:20,145 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 119/139 +[2025-02-27 00:36:20,193 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 120/139 +[2025-02-27 00:36:20,228 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 121/139 +[2025-02-27 00:36:20,268 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 122/139 +[2025-02-27 00:36:20,304 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 123/139 +[2025-02-27 00:36:20,344 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 124/139 +[2025-02-27 00:36:20,389 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 125/139 +[2025-02-27 00:36:20,416 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 126/139 +[2025-02-27 00:36:20,468 INFO test.py line 201 3738285] Test: 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Batch: 137/139 +[2025-02-27 00:36:20,785 INFO test.py line 201 3738285] Test: 62/78-scene0084_02, Batch: 138/139 +[2025-02-27 00:36:20,906 INFO test.py line 289 3738285] Test: scene0084_02 [62/78]-98346 Batch 4.285 (5.142) Accuracy 0.8519 (0.5896) mIoU 0.3566 (0.4990) +[2025-02-27 00:36:20,947 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 0/143 +[2025-02-27 00:36:20,991 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 1/143 +[2025-02-27 00:36:21,031 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 2/143 +[2025-02-27 00:36:21,071 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 3/143 +[2025-02-27 00:36:21,113 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 4/143 +[2025-02-27 00:36:21,149 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 5/143 +[2025-02-27 00:36:21,182 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 6/143 +[2025-02-27 00:36:21,217 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 7/143 +[2025-02-27 00:36:21,251 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 8/143 +[2025-02-27 00:36:21,306 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 9/143 +[2025-02-27 00:36:21,367 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 10/143 +[2025-02-27 00:36:21,412 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 11/143 +[2025-02-27 00:36:21,455 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 12/143 +[2025-02-27 00:36:21,500 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 13/143 +[2025-02-27 00:36:21,559 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 14/143 +[2025-02-27 00:36:21,607 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 15/143 +[2025-02-27 00:36:21,642 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 16/143 +[2025-02-27 00:36:21,677 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 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test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 120/143 +[2025-02-27 00:36:25,953 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 121/143 +[2025-02-27 00:36:25,989 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 122/143 +[2025-02-27 00:36:26,033 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 123/143 +[2025-02-27 00:36:26,078 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 124/143 +[2025-02-27 00:36:26,126 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 125/143 +[2025-02-27 00:36:26,175 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 126/143 +[2025-02-27 00:36:26,219 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 127/143 +[2025-02-27 00:36:26,268 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 128/143 +[2025-02-27 00:36:26,304 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 129/143 +[2025-02-27 00:36:26,340 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 130/143 +[2025-02-27 00:36:26,377 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 131/143 +[2025-02-27 00:36:26,413 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 132/143 +[2025-02-27 00:36:26,449 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 133/143 +[2025-02-27 00:36:26,484 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 134/143 +[2025-02-27 00:36:26,523 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 135/143 +[2025-02-27 00:36:26,557 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 136/143 +[2025-02-27 00:36:26,593 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 137/143 +[2025-02-27 00:36:26,627 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 138/143 +[2025-02-27 00:36:26,662 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 139/143 +[2025-02-27 00:36:26,697 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 140/143 +[2025-02-27 00:36:26,735 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 141/143 +[2025-02-27 00:36:26,769 INFO test.py line 201 3738285] Test: 63/78-scene0629_02, Batch: 142/143 +[2025-02-27 00:36:27,037 INFO test.py line 289 3738285] Test: scene0629_02 [63/78]-225983 Batch 6.130 (5.158) Accuracy 0.8484 (0.5893) mIoU 0.3759 (0.4985) +[2025-02-27 00:36:27,072 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 0/126 +[2025-02-27 00:36:27,104 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 1/126 +[2025-02-27 00:36:27,135 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 2/126 +[2025-02-27 00:36:27,167 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 3/126 +[2025-02-27 00:36:27,199 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 4/126 +[2025-02-27 00:36:27,232 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 5/126 +[2025-02-27 00:36:27,265 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 6/126 +[2025-02-27 00:36:27,297 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 7/126 +[2025-02-27 00:36:27,328 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 8/126 +[2025-02-27 00:36:27,361 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 9/126 +[2025-02-27 00:36:27,393 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 10/126 +[2025-02-27 00:36:27,425 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 11/126 +[2025-02-27 00:36:27,457 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 12/126 +[2025-02-27 00:36:27,490 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 13/126 +[2025-02-27 00:36:27,521 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 14/126 +[2025-02-27 00:36:27,552 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 15/126 +[2025-02-27 00:36:27,584 INFO test.py line 201 3738285] Test: 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Batch: 108/126 +[2025-02-27 00:36:31,014 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 109/126 +[2025-02-27 00:36:31,068 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 110/126 +[2025-02-27 00:36:31,107 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 111/126 +[2025-02-27 00:36:31,179 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 112/126 +[2025-02-27 00:36:31,219 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 113/126 +[2025-02-27 00:36:31,256 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 114/126 +[2025-02-27 00:36:31,293 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 115/126 +[2025-02-27 00:36:31,329 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 116/126 +[2025-02-27 00:36:31,369 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 117/126 +[2025-02-27 00:36:31,412 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 118/126 +[2025-02-27 00:36:31,448 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 119/126 +[2025-02-27 00:36:31,485 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 120/126 +[2025-02-27 00:36:31,521 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 121/126 +[2025-02-27 00:36:31,556 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 122/126 +[2025-02-27 00:36:31,595 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 123/126 +[2025-02-27 00:36:31,624 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 124/126 +[2025-02-27 00:36:31,680 INFO test.py line 201 3738285] Test: 64/78-scene0474_04, Batch: 125/126 +[2025-02-27 00:36:31,972 INFO test.py line 289 3738285] Test: scene0474_04 [64/78]-178388 Batch 4.935 (5.154) Accuracy 0.7789 (0.5870) mIoU 0.4028 (0.4967) +[2025-02-27 00:36:31,999 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 0/108 +[2025-02-27 00:36:32,024 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 1/108 +[2025-02-27 00:36:32,049 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 2/108 +[2025-02-27 00:36:32,075 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 3/108 +[2025-02-27 00:36:32,103 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 4/108 +[2025-02-27 00:36:32,127 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 5/108 +[2025-02-27 00:36:32,151 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 6/108 +[2025-02-27 00:36:32,175 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 7/108 +[2025-02-27 00:36:32,199 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 8/108 +[2025-02-27 00:36:32,225 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 9/108 +[2025-02-27 00:36:32,251 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 10/108 +[2025-02-27 00:36:32,277 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 11/108 +[2025-02-27 00:36:32,312 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 12/108 +[2025-02-27 00:36:32,338 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 13/108 +[2025-02-27 00:36:32,363 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 14/108 +[2025-02-27 00:36:32,389 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 15/108 +[2025-02-27 00:36:32,424 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 16/108 +[2025-02-27 00:36:32,450 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 17/108 +[2025-02-27 00:36:32,477 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 18/108 +[2025-02-27 00:36:32,500 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 19/108 +[2025-02-27 00:36:32,528 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 20/108 +[2025-02-27 00:36:32,577 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 21/108 +[2025-02-27 00:36:32,604 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 22/108 +[2025-02-27 00:36:32,629 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 23/108 +[2025-02-27 00:36:32,680 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 24/108 +[2025-02-27 00:36:32,705 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 25/108 +[2025-02-27 00:36:32,730 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 26/108 +[2025-02-27 00:36:32,755 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 27/108 +[2025-02-27 00:36:32,782 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 28/108 +[2025-02-27 00:36:32,805 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 29/108 +[2025-02-27 00:36:32,833 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 30/108 +[2025-02-27 00:36:32,857 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 31/108 +[2025-02-27 00:36:32,886 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 32/108 +[2025-02-27 00:36:32,913 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 33/108 +[2025-02-27 00:36:32,939 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 34/108 +[2025-02-27 00:36:32,965 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 35/108 +[2025-02-27 00:36:32,992 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 36/108 +[2025-02-27 00:36:33,040 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 37/108 +[2025-02-27 00:36:33,065 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 38/108 +[2025-02-27 00:36:33,090 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 39/108 +[2025-02-27 00:36:33,116 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 40/108 +[2025-02-27 00:36:33,142 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 41/108 +[2025-02-27 00:36:33,168 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, 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00:36:34,569 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 94/108 +[2025-02-27 00:36:34,596 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 95/108 +[2025-02-27 00:36:34,621 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 96/108 +[2025-02-27 00:36:34,649 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 97/108 +[2025-02-27 00:36:34,673 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 98/108 +[2025-02-27 00:36:34,698 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 99/108 +[2025-02-27 00:36:34,721 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 100/108 +[2025-02-27 00:36:34,746 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 101/108 +[2025-02-27 00:36:34,772 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 102/108 +[2025-02-27 00:36:34,797 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 103/108 +[2025-02-27 00:36:34,826 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 104/108 +[2025-02-27 00:36:34,850 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 105/108 +[2025-02-27 00:36:34,887 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 106/108 +[2025-02-27 00:36:34,910 INFO test.py line 201 3738285] Test: 65/78-scene0256_02, Batch: 107/108 +[2025-02-27 00:36:35,013 INFO test.py line 289 3738285] Test: scene0256_02 [65/78]-92069 Batch 3.041 (5.122) Accuracy 0.8640 (0.5909) mIoU 0.3260 (0.5007) +[2025-02-27 00:36:35,046 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 0/126 +[2025-02-27 00:36:35,077 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 1/126 +[2025-02-27 00:36:35,107 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 2/126 +[2025-02-27 00:36:35,146 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 3/126 +[2025-02-27 00:36:35,178 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 4/126 +[2025-02-27 00:36:35,210 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 5/126 +[2025-02-27 00:36:35,240 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 6/126 +[2025-02-27 00:36:35,272 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 7/126 +[2025-02-27 00:36:35,304 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 8/126 +[2025-02-27 00:36:35,336 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 9/126 +[2025-02-27 00:36:35,367 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 10/126 +[2025-02-27 00:36:35,424 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 11/126 +[2025-02-27 00:36:35,457 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 12/126 +[2025-02-27 00:36:35,489 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 13/126 +[2025-02-27 00:36:35,520 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 14/126 +[2025-02-27 00:36:35,551 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 15/126 +[2025-02-27 00:36:35,581 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 16/126 +[2025-02-27 00:36:35,612 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 17/126 +[2025-02-27 00:36:35,643 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 18/126 +[2025-02-27 00:36:35,677 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 19/126 +[2025-02-27 00:36:35,708 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 20/126 +[2025-02-27 00:36:35,739 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 21/126 +[2025-02-27 00:36:35,771 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 22/126 +[2025-02-27 00:36:35,801 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 23/126 +[2025-02-27 00:36:35,833 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 24/126 +[2025-02-27 00:36:35,865 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 25/126 +[2025-02-27 00:36:35,898 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 26/126 +[2025-02-27 00:36:35,929 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 27/126 +[2025-02-27 00:36:35,960 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 28/126 +[2025-02-27 00:36:35,991 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 29/126 +[2025-02-27 00:36:36,022 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 30/126 +[2025-02-27 00:36:36,053 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 31/126 +[2025-02-27 00:36:36,084 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 32/126 +[2025-02-27 00:36:36,115 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 33/126 +[2025-02-27 00:36:36,148 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 34/126 +[2025-02-27 00:36:36,178 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, 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201 3738285] Test: 66/78-scene0025_02, Batch: 97/126 +[2025-02-27 00:36:38,202 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 98/126 +[2025-02-27 00:36:38,256 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 99/126 +[2025-02-27 00:36:38,290 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 100/126 +[2025-02-27 00:36:38,331 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 101/126 +[2025-02-27 00:36:38,378 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 102/126 +[2025-02-27 00:36:38,418 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 103/126 +[2025-02-27 00:36:38,450 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 104/126 +[2025-02-27 00:36:38,485 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 105/126 +[2025-02-27 00:36:38,521 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 106/126 +[2025-02-27 00:36:38,561 INFO test.py line 201 3738285] Test: 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Batch: 117/126 +[2025-02-27 00:36:38,928 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 118/126 +[2025-02-27 00:36:38,960 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 119/126 +[2025-02-27 00:36:38,993 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 120/126 +[2025-02-27 00:36:39,025 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 121/126 +[2025-02-27 00:36:39,057 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 122/126 +[2025-02-27 00:36:39,089 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 123/126 +[2025-02-27 00:36:39,121 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 124/126 +[2025-02-27 00:36:39,161 INFO test.py line 201 3738285] Test: 66/78-scene0025_02, Batch: 125/126 +[2025-02-27 00:36:39,378 INFO test.py line 289 3738285] Test: scene0025_02 [66/78]-177900 Batch 4.365 (5.110) Accuracy 0.9079 (0.5919) mIoU 0.5001 (0.5027) +[2025-02-27 00:36:39,433 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 0/148 +[2025-02-27 00:36:39,478 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 1/148 +[2025-02-27 00:36:39,525 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 2/148 +[2025-02-27 00:36:39,577 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 3/148 +[2025-02-27 00:36:39,631 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 4/148 +[2025-02-27 00:36:39,878 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 5/148 +[2025-02-27 00:36:39,934 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 6/148 +[2025-02-27 00:36:39,991 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 7/148 +[2025-02-27 00:36:40,040 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 8/148 +[2025-02-27 00:36:40,091 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 9/148 +[2025-02-27 00:36:40,141 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, 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Batch: 143/148 +[2025-02-27 00:36:45,695 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 144/148 +[2025-02-27 00:36:45,755 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 145/148 +[2025-02-27 00:36:45,791 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 146/148 +[2025-02-27 00:36:45,828 INFO test.py line 201 3738285] Test: 67/78-scene0568_01, Batch: 147/148 +[2025-02-27 00:36:46,118 INFO test.py line 289 3738285] Test: scene0568_01 [67/78]-239388 Batch 6.739 (5.135) Accuracy 0.8351 (0.5901) mIoU 0.2861 (0.5014) +[2025-02-27 00:36:46,149 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 0/130 +[2025-02-27 00:36:46,177 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 1/130 +[2025-02-27 00:36:46,206 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 2/130 +[2025-02-27 00:36:46,234 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 3/130 +[2025-02-27 00:36:46,262 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 4/130 +[2025-02-27 00:36:46,302 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 5/130 +[2025-02-27 00:36:46,343 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 6/130 +[2025-02-27 00:36:46,374 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 7/130 +[2025-02-27 00:36:46,430 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 8/130 +[2025-02-27 00:36:46,456 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 9/130 +[2025-02-27 00:36:46,487 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 10/130 +[2025-02-27 00:36:46,517 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 11/130 +[2025-02-27 00:36:46,545 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 12/130 +[2025-02-27 00:36:46,573 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 13/130 +[2025-02-27 00:36:46,602 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, 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test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 117/130 +[2025-02-27 00:36:50,318 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 118/130 +[2025-02-27 00:36:50,346 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 119/130 +[2025-02-27 00:36:50,381 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 120/130 +[2025-02-27 00:36:50,412 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 121/130 +[2025-02-27 00:36:50,441 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 122/130 +[2025-02-27 00:36:50,467 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 123/130 +[2025-02-27 00:36:50,496 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 124/130 +[2025-02-27 00:36:50,563 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 125/130 +[2025-02-27 00:36:50,603 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 126/130 +[2025-02-27 00:36:50,642 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 127/130 +[2025-02-27 00:36:50,681 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 128/130 +[2025-02-27 00:36:50,720 INFO test.py line 201 3738285] Test: 68/78-scene0426_02, Batch: 129/130 +[2025-02-27 00:36:50,910 INFO test.py line 289 3738285] Test: scene0426_02 [68/78]-125149 Batch 4.791 (5.130) Accuracy 0.8782 (0.5905) mIoU 0.4338 (0.5022) +[2025-02-27 00:36:50,937 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 0/122 +[2025-02-27 00:36:50,965 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 1/122 +[2025-02-27 00:36:50,992 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 2/122 +[2025-02-27 00:36:51,017 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 3/122 +[2025-02-27 00:36:51,077 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 4/122 +[2025-02-27 00:36:51,122 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 5/122 +[2025-02-27 00:36:51,160 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 6/122 +[2025-02-27 00:36:51,199 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 7/122 +[2025-02-27 00:36:51,237 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 8/122 +[2025-02-27 00:36:51,273 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 9/122 +[2025-02-27 00:36:51,308 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 10/122 +[2025-02-27 00:36:51,344 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 11/122 +[2025-02-27 00:36:51,378 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 12/122 +[2025-02-27 00:36:51,414 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 13/122 +[2025-02-27 00:36:51,454 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 14/122 +[2025-02-27 00:36:51,490 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 15/122 +[2025-02-27 00:36:51,524 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 16/122 +[2025-02-27 00:36:51,560 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 17/122 +[2025-02-27 00:36:51,597 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 18/122 +[2025-02-27 00:36:51,636 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 19/122 +[2025-02-27 00:36:51,674 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 20/122 +[2025-02-27 00:36:51,696 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 21/122 +[2025-02-27 00:36:51,721 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 22/122 +[2025-02-27 00:36:51,745 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 23/122 +[2025-02-27 00:36:51,769 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 24/122 +[2025-02-27 00:36:51,817 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 25/122 +[2025-02-27 00:36:51,839 INFO test.py line 201 3738285] Test: 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Batch: 118/122 +[2025-02-27 00:36:54,694 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 119/122 +[2025-02-27 00:36:54,717 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 120/122 +[2025-02-27 00:36:54,742 INFO test.py line 201 3738285] Test: 69/78-scene0355_01, Batch: 121/122 +[2025-02-27 00:36:54,876 INFO test.py line 289 3738285] Test: scene0355_01 [69/78]-67623 Batch 3.966 (5.113) Accuracy 0.9467 (0.5907) mIoU 0.4313 (0.5023) +[2025-02-27 00:36:54,921 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 0/142 +[2025-02-27 00:36:54,952 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 1/142 +[2025-02-27 00:36:54,996 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 2/142 +[2025-02-27 00:36:55,033 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 3/142 +[2025-02-27 00:36:55,068 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 4/142 +[2025-02-27 00:36:55,104 INFO test.py line 201 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00:36:58,885 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 108/142 +[2025-02-27 00:36:58,910 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 109/142 +[2025-02-27 00:36:58,946 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 110/142 +[2025-02-27 00:36:58,989 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 111/142 +[2025-02-27 00:36:59,037 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 112/142 +[2025-02-27 00:36:59,076 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 113/142 +[2025-02-27 00:36:59,113 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 114/142 +[2025-02-27 00:36:59,148 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 115/142 +[2025-02-27 00:36:59,188 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 116/142 +[2025-02-27 00:36:59,223 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 117/142 +[2025-02-27 00:36:59,249 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 118/142 +[2025-02-27 00:36:59,275 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 119/142 +[2025-02-27 00:36:59,301 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 120/142 +[2025-02-27 00:36:59,356 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 121/142 +[2025-02-27 00:36:59,381 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 122/142 +[2025-02-27 00:36:59,408 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 123/142 +[2025-02-27 00:36:59,435 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 124/142 +[2025-02-27 00:36:59,463 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 125/142 +[2025-02-27 00:36:59,489 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 126/142 +[2025-02-27 00:36:59,514 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 127/142 +[2025-02-27 00:36:59,539 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 128/142 +[2025-02-27 00:36:59,567 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 129/142 +[2025-02-27 00:36:59,590 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 130/142 +[2025-02-27 00:36:59,629 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 131/142 +[2025-02-27 00:36:59,669 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 132/142 +[2025-02-27 00:36:59,707 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 133/142 +[2025-02-27 00:36:59,751 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 134/142 +[2025-02-27 00:36:59,788 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 135/142 +[2025-02-27 00:36:59,823 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 136/142 +[2025-02-27 00:36:59,861 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 137/142 +[2025-02-27 00:36:59,899 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 138/142 +[2025-02-27 00:36:59,936 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 139/142 +[2025-02-27 00:36:59,974 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 140/142 +[2025-02-27 00:37:00,005 INFO test.py line 201 3738285] Test: 70/78-scene0607_01, Batch: 141/142 +[2025-02-27 00:37:00,107 INFO test.py line 289 3738285] Test: scene0607_01 [70/78]-78387 Batch 5.230 (5.114) Accuracy 0.8533 (0.5883) mIoU 0.5466 (0.4997) +[2025-02-27 00:37:00,155 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 0/130 +[2025-02-27 00:37:00,193 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 1/130 +[2025-02-27 00:37:00,232 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 2/130 +[2025-02-27 00:37:00,271 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 3/130 +[2025-02-27 00:37:00,307 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 4/130 +[2025-02-27 00:37:00,351 INFO 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+[2025-02-27 00:37:04,793 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 118/130 +[2025-02-27 00:37:04,837 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 119/130 +[2025-02-27 00:37:04,879 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 120/130 +[2025-02-27 00:37:04,922 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 121/130 +[2025-02-27 00:37:04,964 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 122/130 +[2025-02-27 00:37:05,008 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 123/130 +[2025-02-27 00:37:05,063 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 124/130 +[2025-02-27 00:37:05,110 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 125/130 +[2025-02-27 00:37:05,154 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 126/130 +[2025-02-27 00:37:05,198 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 127/130 +[2025-02-27 00:37:05,242 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 128/130 +[2025-02-27 00:37:05,287 INFO test.py line 201 3738285] Test: 71/78-scene0203_01, Batch: 129/130 +[2025-02-27 00:37:05,588 INFO test.py line 289 3738285] Test: scene0203_01 [71/78]-206210 Batch 5.481 (5.119) Accuracy 0.6803 (0.5867) mIoU 0.2940 (0.4976) +[2025-02-27 00:37:05,614 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 0/136 +[2025-02-27 00:37:05,648 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 1/136 +[2025-02-27 00:37:05,681 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 2/136 +[2025-02-27 00:37:05,706 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 3/136 +[2025-02-27 00:37:05,729 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 4/136 +[2025-02-27 00:37:05,753 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 5/136 +[2025-02-27 00:37:05,783 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, 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3738285] Test: 72/78-scene0684_01, Batch: 119/136 +[2025-02-27 00:37:09,146 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 120/136 +[2025-02-27 00:37:09,187 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 121/136 +[2025-02-27 00:37:09,216 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 122/136 +[2025-02-27 00:37:09,244 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 123/136 +[2025-02-27 00:37:09,275 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 124/136 +[2025-02-27 00:37:09,314 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 125/136 +[2025-02-27 00:37:09,359 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 126/136 +[2025-02-27 00:37:09,402 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 127/136 +[2025-02-27 00:37:09,432 INFO test.py line 201 3738285] Test: 72/78-scene0684_01, Batch: 128/136 +[2025-02-27 00:37:09,460 INFO test.py line 201 3738285] Test: 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INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 2/117 +[2025-02-27 00:37:09,827 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 3/117 +[2025-02-27 00:37:09,855 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 4/117 +[2025-02-27 00:37:09,881 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 5/117 +[2025-02-27 00:37:09,904 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 6/117 +[2025-02-27 00:37:09,928 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 7/117 +[2025-02-27 00:37:09,955 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 8/117 +[2025-02-27 00:37:10,010 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 9/117 +[2025-02-27 00:37:10,047 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 10/117 +[2025-02-27 00:37:10,085 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 11/117 +[2025-02-27 00:37:10,119 INFO test.py line 201 3738285] Test: 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00:37:12,585 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 115/117 +[2025-02-27 00:37:12,607 INFO test.py line 201 3738285] Test: 73/78-scene0686_02, Batch: 116/117 +[2025-02-27 00:37:12,704 INFO test.py line 289 3738285] Test: scene0686_02 [73/78]-84543 Batch 3.001 (5.077) Accuracy 0.7516 (0.5868) mIoU 0.3298 (0.4973) +[2025-02-27 00:37:12,755 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 0/147 +[2025-02-27 00:37:12,804 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 1/147 +[2025-02-27 00:37:12,860 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 2/147 +[2025-02-27 00:37:12,911 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 3/147 +[2025-02-27 00:37:12,961 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 4/147 +[2025-02-27 00:37:13,013 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 5/147 +[2025-02-27 00:37:13,062 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, 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3738285] Test: 74/78-scene0697_02, Batch: 119/147 +[2025-02-27 00:37:16,608 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 120/147 +[2025-02-27 00:37:16,638 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 121/147 +[2025-02-27 00:37:16,668 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 122/147 +[2025-02-27 00:37:16,698 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 123/147 +[2025-02-27 00:37:16,728 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 124/147 +[2025-02-27 00:37:16,757 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 125/147 +[2025-02-27 00:37:16,787 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 126/147 +[2025-02-27 00:37:16,817 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 127/147 +[2025-02-27 00:37:16,847 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 128/147 +[2025-02-27 00:37:16,877 INFO test.py line 201 3738285] Test: 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Batch: 139/147 +[2025-02-27 00:37:17,209 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 140/147 +[2025-02-27 00:37:17,240 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 141/147 +[2025-02-27 00:37:17,270 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 142/147 +[2025-02-27 00:37:17,301 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 143/147 +[2025-02-27 00:37:17,331 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 144/147 +[2025-02-27 00:37:17,361 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 145/147 +[2025-02-27 00:37:17,391 INFO test.py line 201 3738285] Test: 74/78-scene0697_02, Batch: 146/147 +[2025-02-27 00:37:17,574 INFO test.py line 289 3738285] Test: scene0697_02 [74/78]-166855 Batch 4.869 (5.074) Accuracy 0.7596 (0.5867) mIoU 0.2883 (0.4975) +[2025-02-27 00:37:17,615 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 0/130 +[2025-02-27 00:37:17,646 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 1/130 +[2025-02-27 00:37:17,677 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 2/130 +[2025-02-27 00:37:17,707 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 3/130 +[2025-02-27 00:37:17,738 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 4/130 +[2025-02-27 00:37:17,769 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 5/130 +[2025-02-27 00:37:17,800 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 6/130 +[2025-02-27 00:37:17,831 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 7/130 +[2025-02-27 00:37:17,863 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 8/130 +[2025-02-27 00:37:17,894 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 9/130 +[2025-02-27 00:37:17,923 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 10/130 +[2025-02-27 00:37:17,952 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, 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test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 114/130 +[2025-02-27 00:37:20,866 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 115/130 +[2025-02-27 00:37:20,905 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 116/130 +[2025-02-27 00:37:20,941 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 117/130 +[2025-02-27 00:37:20,980 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 118/130 +[2025-02-27 00:37:21,018 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 119/130 +[2025-02-27 00:37:21,056 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 120/130 +[2025-02-27 00:37:21,093 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 121/130 +[2025-02-27 00:37:21,133 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 122/130 +[2025-02-27 00:37:21,183 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 123/130 +[2025-02-27 00:37:21,223 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 124/130 +[2025-02-27 00:37:21,261 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 125/130 +[2025-02-27 00:37:21,291 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 126/130 +[2025-02-27 00:37:21,321 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 127/130 +[2025-02-27 00:37:21,351 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 128/130 +[2025-02-27 00:37:21,380 INFO test.py line 201 3738285] Test: 75/78-scene0081_01, Batch: 129/130 +[2025-02-27 00:37:21,583 INFO test.py line 289 3738285] Test: scene0081_01 [75/78]-179955 Batch 4.009 (5.060) Accuracy 0.9011 (0.5864) mIoU 0.2234 (0.4976) +[2025-02-27 00:37:21,620 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 0/143 +[2025-02-27 00:37:21,645 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 1/143 +[2025-02-27 00:37:21,671 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 2/143 +[2025-02-27 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Batch: 115/143 +[2025-02-27 00:37:24,815 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 116/143 +[2025-02-27 00:37:24,843 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 117/143 +[2025-02-27 00:37:24,870 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 118/143 +[2025-02-27 00:37:25,074 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 119/143 +[2025-02-27 00:37:25,109 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 120/143 +[2025-02-27 00:37:25,134 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 121/143 +[2025-02-27 00:37:25,164 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 122/143 +[2025-02-27 00:37:25,189 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 123/143 +[2025-02-27 00:37:25,215 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 124/143 +[2025-02-27 00:37:25,240 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 125/143 +[2025-02-27 00:37:25,269 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 126/143 +[2025-02-27 00:37:25,297 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 127/143 +[2025-02-27 00:37:25,324 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 128/143 +[2025-02-27 00:37:25,351 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 129/143 +[2025-02-27 00:37:25,378 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 130/143 +[2025-02-27 00:37:25,416 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 131/143 +[2025-02-27 00:37:25,445 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 132/143 +[2025-02-27 00:37:25,471 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 133/143 +[2025-02-27 00:37:25,499 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 134/143 +[2025-02-27 00:37:25,524 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 135/143 +[2025-02-27 00:37:25,552 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 136/143 +[2025-02-27 00:37:25,575 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 137/143 +[2025-02-27 00:37:25,600 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 138/143 +[2025-02-27 00:37:25,624 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 139/143 +[2025-02-27 00:37:25,648 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 140/143 +[2025-02-27 00:37:25,673 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 141/143 +[2025-02-27 00:37:25,697 INFO test.py line 201 3738285] Test: 76/78-scene0689_00, Batch: 142/143 +[2025-02-27 00:37:25,836 INFO test.py line 289 3738285] Test: scene0689_00 [76/78]-122129 Batch 4.252 (5.049) Accuracy 0.8589 (0.5865) mIoU 0.6217 (0.4981) +[2025-02-27 00:37:25,880 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 0/130 +[2025-02-27 00:37:25,920 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:37:26,972 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 12/130 +[2025-02-27 00:37:27,118 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 13/130 +[2025-02-27 00:37:27,270 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 14/130 +[2025-02-27 00:37:27,373 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 15/130 +[2025-02-27 00:37:27,470 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 16/130 +[2025-02-27 00:37:27,577 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 17/130 +[2025-02-27 00:37:27,708 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 18/130 +[2025-02-27 00:37:27,852 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 19/130 +[2025-02-27 00:37:27,973 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 20/130 +[2025-02-27 00:37:28,084 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 21/130 +[2025-02-27 00:37:28,205 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 22/130 +[2025-02-27 00:37:28,332 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 23/130 +[2025-02-27 00:37:28,482 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 24/130 +[2025-02-27 00:37:28,616 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 25/130 +[2025-02-27 00:37:28,759 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 26/130 +[2025-02-27 00:37:28,915 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 27/130 +[2025-02-27 00:37:29,078 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 28/130 +[2025-02-27 00:37:29,178 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 29/130 +[2025-02-27 00:37:29,287 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 30/130 +[2025-02-27 00:37:29,393 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 31/130 +[2025-02-27 00:37:29,496 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 32/130 +[2025-02-27 00:37:29,591 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 33/130 +[2025-02-27 00:37:29,684 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 34/130 +[2025-02-27 00:37:29,777 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 35/130 +[2025-02-27 00:37:29,915 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 36/130 +[2025-02-27 00:37:30,043 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 37/130 +[2025-02-27 00:37:30,168 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 38/130 +[2025-02-27 00:37:30,277 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 39/130 +[2025-02-27 00:37:30,406 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 40/130 +[2025-02-27 00:37:30,538 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 41/130 +[2025-02-27 00:37:30,685 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 42/130 +[2025-02-27 00:37:30,783 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 43/130 +[2025-02-27 00:37:30,877 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 44/130 +[2025-02-27 00:37:30,965 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 45/130 +[2025-02-27 00:37:31,062 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 46/130 +[2025-02-27 00:37:31,157 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 47/130 +[2025-02-27 00:37:31,252 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 48/130 +[2025-02-27 00:37:31,337 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 49/130 +[2025-02-27 00:37:31,426 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 50/130 +[2025-02-27 00:37:31,517 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 51/130 +[2025-02-27 00:37:31,602 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 52/130 +[2025-02-27 00:37:31,695 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 53/130 +[2025-02-27 00:37:31,781 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 54/130 +[2025-02-27 00:37:31,862 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 55/130 +[2025-02-27 00:37:31,945 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 56/130 +[2025-02-27 00:37:32,026 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 57/130 +[2025-02-27 00:37:32,121 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 58/130 +[2025-02-27 00:37:32,198 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 59/130 +[2025-02-27 00:37:32,291 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 60/130 +[2025-02-27 00:37:32,372 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 61/130 +[2025-02-27 00:37:32,455 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 62/130 +[2025-02-27 00:37:32,550 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 63/130 +[2025-02-27 00:37:32,640 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 64/130 +[2025-02-27 00:37:32,718 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 65/130 +[2025-02-27 00:37:32,805 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 66/130 +[2025-02-27 00:37:32,886 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 67/130 +[2025-02-27 00:37:33,002 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 68/130 +[2025-02-27 00:37:33,094 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 69/130 +[2025-02-27 00:37:33,183 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 70/130 +[2025-02-27 00:37:33,297 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 71/130 +[2025-02-27 00:37:33,389 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 72/130 +[2025-02-27 00:37:33,476 INFO test.py line 201 3738285] Test: 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00:37:35,599 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 94/130 +[2025-02-27 00:37:35,706 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 95/130 +[2025-02-27 00:37:35,808 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 96/130 +[2025-02-27 00:37:35,920 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 97/130 +[2025-02-27 00:37:36,055 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 98/130 +[2025-02-27 00:37:36,162 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 99/130 +[2025-02-27 00:37:36,299 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 100/130 +[2025-02-27 00:37:36,419 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 101/130 +[2025-02-27 00:37:36,501 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 102/130 +[2025-02-27 00:37:36,586 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 103/130 +[2025-02-27 00:37:36,690 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 104/130 +[2025-02-27 00:37:36,776 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 105/130 +[2025-02-27 00:37:36,866 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 106/130 +[2025-02-27 00:37:36,963 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 107/130 +[2025-02-27 00:37:37,060 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 108/130 +[2025-02-27 00:37:37,153 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 109/130 +[2025-02-27 00:37:37,247 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 110/130 +[2025-02-27 00:37:37,342 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 111/130 +[2025-02-27 00:37:37,430 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 112/130 +[2025-02-27 00:37:37,524 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 113/130 +[2025-02-27 00:37:37,609 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 114/130 +[2025-02-27 00:37:37,700 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 115/130 +[2025-02-27 00:37:37,782 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 116/130 +[2025-02-27 00:37:37,861 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 117/130 +[2025-02-27 00:37:37,940 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 118/130 +[2025-02-27 00:37:38,015 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 119/130 +[2025-02-27 00:37:38,095 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 120/130 +[2025-02-27 00:37:38,174 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 121/130 +[2025-02-27 00:37:38,262 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 122/130 +[2025-02-27 00:37:38,337 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 123/130 +[2025-02-27 00:37:38,423 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 124/130 +[2025-02-27 00:37:38,510 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 125/130 +[2025-02-27 00:37:38,595 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 126/130 +[2025-02-27 00:37:38,673 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 127/130 +[2025-02-27 00:37:38,749 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 128/130 +[2025-02-27 00:37:38,835 INFO test.py line 201 3738285] Test: 77/78-scene0095_01, Batch: 129/130 +[2025-02-27 00:37:39,141 INFO test.py line 289 3738285] Test: scene0095_01 [77/78]-216254 Batch 13.304 (5.156) Accuracy 0.8739 (0.5861) mIoU 0.4033 (0.4972) +[2025-02-27 00:37:39,216 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 0/147 +[2025-02-27 00:37:39,297 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 1/147 +[2025-02-27 00:37:39,378 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 2/147 +[2025-02-27 00:37:39,462 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 3/147 +[2025-02-27 00:37:39,538 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 4/147 +[2025-02-27 00:37:39,630 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 5/147 +[2025-02-27 00:37:39,703 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 6/147 +[2025-02-27 00:37:39,775 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 7/147 +[2025-02-27 00:37:39,852 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 8/147 +[2025-02-27 00:37:39,923 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 9/147 +[2025-02-27 00:37:40,000 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 10/147 +[2025-02-27 00:37:40,082 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 11/147 +[2025-02-27 00:37:40,158 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 12/147 +[2025-02-27 00:37:40,230 INFO test.py line 201 3738285] Test: 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00:37:42,442 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 34/147 +[2025-02-27 00:37:42,566 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 35/147 +[2025-02-27 00:37:42,669 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 36/147 +[2025-02-27 00:37:42,751 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 37/147 +[2025-02-27 00:37:42,804 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 38/147 +[2025-02-27 00:37:42,897 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 39/147 +[2025-02-27 00:37:42,985 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 40/147 +[2025-02-27 00:37:43,074 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 41/147 +[2025-02-27 00:37:43,179 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 42/147 +[2025-02-27 00:37:43,224 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 43/147 +[2025-02-27 00:37:43,263 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 44/147 +[2025-02-27 00:37:43,298 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 45/147 +[2025-02-27 00:37:43,375 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 46/147 +[2025-02-27 00:37:43,462 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 47/147 +[2025-02-27 00:37:43,501 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 48/147 +[2025-02-27 00:37:43,562 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 49/147 +[2025-02-27 00:37:43,600 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 50/147 +[2025-02-27 00:37:43,639 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 51/147 +[2025-02-27 00:37:43,667 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 52/147 +[2025-02-27 00:37:43,737 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 53/147 +[2025-02-27 00:37:43,760 INFO test.py line 201 3738285] Test: 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+[2025-02-27 00:37:45,382 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 116/147 +[2025-02-27 00:37:45,406 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 117/147 +[2025-02-27 00:37:45,430 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 118/147 +[2025-02-27 00:37:45,455 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 119/147 +[2025-02-27 00:37:45,479 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 120/147 +[2025-02-27 00:37:45,503 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 121/147 +[2025-02-27 00:37:45,527 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 122/147 +[2025-02-27 00:37:45,550 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 123/147 +[2025-02-27 00:37:45,575 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 124/147 +[2025-02-27 00:37:45,600 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 125/147 +[2025-02-27 00:37:45,625 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 126/147 +[2025-02-27 00:37:45,655 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 127/147 +[2025-02-27 00:37:45,679 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 128/147 +[2025-02-27 00:37:45,702 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 129/147 +[2025-02-27 00:37:45,726 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 130/147 +[2025-02-27 00:37:45,750 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 131/147 +[2025-02-27 00:37:45,774 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 132/147 +[2025-02-27 00:37:45,798 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 133/147 +[2025-02-27 00:37:45,822 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 134/147 +[2025-02-27 00:37:45,846 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 135/147 +[2025-02-27 00:37:45,870 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 136/147 +[2025-02-27 00:37:45,893 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 137/147 +[2025-02-27 00:37:45,917 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 138/147 +[2025-02-27 00:37:45,940 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 139/147 +[2025-02-27 00:37:45,964 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 140/147 +[2025-02-27 00:37:45,988 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 141/147 +[2025-02-27 00:37:46,016 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 142/147 +[2025-02-27 00:37:46,039 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 143/147 +[2025-02-27 00:37:46,062 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 144/147 +[2025-02-27 00:37:46,085 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 145/147 +[2025-02-27 00:37:46,108 INFO test.py line 201 3738285] Test: 78/78-scene0187_01, Batch: 146/147 +[2025-02-27 00:37:46,227 INFO test.py line 289 3738285] Test: scene0187_01 [78/78]-144163 Batch 7.085 (5.181) Accuracy 0.9004 (0.5859) mIoU 0.3620 (0.4939) +[2025-02-27 00:37:46,969 INFO test.py line 306 3738285] Syncing ... +[2025-02-27 00:38:17,907 INFO test.py line 334 3738285] Val result: mIoU/mAcc/allAcc 0.5358/0.6385/0.8255 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_0 - wall Result: iou/accuracy 0.7765/0.9428 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_1 - floor Result: iou/accuracy 0.9468/0.9811 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_2 - cabinet Result: iou/accuracy 0.4409/0.7124 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_3 - bed Result: iou/accuracy 0.6564/0.8270 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_4 - chair Result: iou/accuracy 0.8253/0.8889 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_5 - sofa Result: iou/accuracy 0.6532/0.8648 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_6 - table Result: iou/accuracy 0.5908/0.7221 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_7 - door Result: iou/accuracy 0.4799/0.6243 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_8 - window Result: iou/accuracy 0.5093/0.6418 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_9 - bookshelf Result: iou/accuracy 0.4096/0.4291 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_10 - picture Result: iou/accuracy 0.2907/0.3419 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_11 - counter Result: iou/accuracy 0.4257/0.5061 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_12 - desk Result: iou/accuracy 0.4455/0.6392 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_13 - curtain Result: iou/accuracy 0.4948/0.5505 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_14 - refridgerator Result: iou/accuracy 0.3932/0.4626 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_15 - shower curtain Result: iou/accuracy 0.2555/0.2748 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_16 - toilet Result: iou/accuracy 0.7231/0.7685 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_17 - sink Result: iou/accuracy 0.3910/0.4243 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_18 - bathtub Result: iou/accuracy 0.7657/0.8892 +[2025-02-27 00:38:17,907 INFO test.py line 340 3738285] Class_19 - otherfurniture Result: iou/accuracy 0.2417/0.2780 +[2025-02-27 00:38:17,907 INFO test.py line 348 3738285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<<