{'model_name': 'L6_decoder26', 'model_type': 'experimental2', 'num_classes': 19, 'ignore_value': 255, 'pretrained_backbone': False, 'epochs': 1000, 'max_epochs': 1000, 'resume': False, 'lr': 0.05, 'momentum': 0.9, 'weight_decay': 0.0001, 'class_weight': None, 'bn_weight_decay': False, 'bn_precise_stats': False, 'bn_precise_num_samples': 600, 'lr_scheduler': 'poly', 'poly_power': 0.9, 'warmup_iters': 3000, 'warmup_factor': 0.1, 'mixed_precision': True, 'run': 1, 'RNG_seed': 0, 'loss_type': 'bootstrapped', 'exclude_classes': [14, 15, 16], 'warmup_iter': 10, 'num_iter': 100, 'benchmark_loader': True, 'benchmark_model': True, 'dataset_name': 'cityscapes', 'dataset_dir': 'cityscapes_dataset', 'batch_size': 8, 'train_min_size': 304, 'train_max_size': 1232, 'train_crop_size': [768, 768], 'val_input_size': 768, 'val_label_size': 1024, 'aug_mode': 'randaug_reduced', 'num_workers': 6, 'class_uniform_pct': 0.5, 'train_split': 'trainval', 'val_split': 'val', 'max_eval': 600, 'validate_train_loader': False, 'eval_print_every': 10000, 'train_print_every': 10000, 'pretrained_path': '', 'save_every_k_epochs': 25, 'save_last_k_epochs': 10, 'save_dir': 'checkpoints', 'log_dir': 'logs', 'save_name': 'L6_decoder26_trainval_768_res', 'save_best_path': 'checkpoints/L6_decoder26_trainval_768_res_run1', 'save_latest_path': 'checkpoints/L6_decoder26_trainval_768_res_latest', 'resume_path': 'checkpoints/L6_decoder26_trainval_768_res_latest', 'log_path': 'logs/L6_decoder26_trainval_768_res_run1.txt'}
run: 1
epoch: 0
loss: 1.5268852843941632
dilation rates: [[1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [2.0, 2.0]]
IOU: [78.64, 3.47, 57.74, 0.0, 0.0, 0.0, 0.0, 0.0, 63.51, 14.27, 73.16, 0.0, 0.0, 29.91, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 16.88, mIOU_reduced: 20.04, accuracy: 72.92
epoch: 1
loss: 1.3547993805001957
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [1.0, 2.0], [1.0, 2.0], [1.0, 2.0], [1.0, 2.0], [1.0, 1.0], [2.0, 3.0]]
epoch: 2
loss: 1.3127925816219523
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [3.0, 4.0]]
epoch: 3
loss: 1.29038561914923
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 3.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [3.0, 5.0]]
epoch: 4
loss: 1.2533746659755707
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 3.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [4.0, 6.0]]
epoch: 5
loss: 1.24496220526058
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [2.0, 3.0], [2.0, 3.0], [2.0, 3.0], [2.0, 2.0], [2.0, 3.0], [2.0, 2.0], [4.0, 8.0]]
epoch: 6
loss: 1.2276838953319233
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [5.0, 9.0]]
epoch: 7
loss: 1.2135533807189782
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [5.0, 10.0]]
epoch: 8
loss: 1.188655101483868
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [5.0, 10.0]]
epoch: 9
loss: 1.1844128226080248
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [6.0, 11.0]]
epoch: 10
loss: 1.1685020892026787
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [6.0, 11.0]]
epoch: 11
loss: 1.1501822051364705
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [6.0, 12.0]]
epoch: 12
loss: 1.13089983954957
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [6.0, 12.0]]
epoch: 13
loss: 1.1304459755871152
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 4.0], [3.0, 4.0], [2.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [6.0, 12.0]]
epoch: 14
loss: 1.1336649845822067
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 4.0], [3.0, 4.0], [2.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [6.0, 13.0]]
epoch: 15
loss: 1.1296915392721854
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 3.0], [3.0, 4.0], [3.0, 4.0], [2.0, 4.0], [3.0, 4.0], [3.0, 3.0], [3.0, 5.0], [3.0, 3.0], [7.0, 13.0]]
epoch: 16
loss: 1.1169509350704159
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 3.0], [3.0, 4.0], [3.0, 4.0], [2.0, 4.0], [3.0, 4.0], [3.0, 3.0], [4.0, 5.0], [3.0, 4.0], [7.0, 13.0]]
epoch: 17
loss: 1.1090893895120664
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 3.0], [3.0, 4.0], [3.0, 4.0], [2.0, 4.0], [3.0, 4.0], [3.0, 3.0], [3.0, 5.0], [3.0, 3.0], [7.0, 13.0]]
epoch: 18
loss: 1.1070165761879511
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 3.0], [3.0, 4.0], [3.0, 4.0], [2.0, 4.0], [3.0, 4.0], [3.0, 4.0], [4.0, 5.0], [3.0, 4.0], [7.0, 14.0]]
epoch: 19
loss: 1.107155150669511
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 4.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 5.0], [3.0, 4.0], [7.0, 14.0]]
epoch: 20
loss: 1.0969417244882627
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 5.0], [3.0, 3.0], [3.0, 5.0], [3.0, 4.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 5.0], [3.0, 4.0], [7.0, 14.0]]
epoch: 21
loss: 1.090740956057052
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 5.0], [3.0, 4.0], [7.0, 15.0]]
epoch: 22
loss: 1.0958425313371667
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 5.0], [3.0, 3.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 6.0], [3.0, 4.0], [8.0, 15.0]]
epoch: 23
loss: 1.0917904392090811
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 5.0], [3.0, 3.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 6.0], [3.0, 4.0], [8.0, 15.0]]
epoch: 24
loss: 1.082918001484761
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 6.0], [3.0, 3.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 6.0], [3.0, 4.0], [8.0, 15.0]]
IOU: [95.53, 69.97, 86.49, 40.66, 39.74, 45.28, 37.6, 54.23, 88.89, 44.04, 88.38, 63.72, 29.95, 87.5, 38.02, 52.27, 42.09, 13.11, 59.53]
mIOU: 56.68, mIOU_reduced: 59.04, accuracy: 92.3
epoch: 25
loss: 1.0739385445821121
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 3.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 6.0], [3.0, 4.0], [8.0, 15.0]]
epoch: 26
loss: 1.0844750371396816
dilation rates: [[4.0, 2.0], [2.0, 3.0], [1.0, 6.0], [3.0, 3.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 6.0], [3.0, 4.0], [8.0, 16.0]]
epoch: 27
loss: 1.0746834359136046
dilation rates: [[3.0, 3.0], [2.0, 4.0], [2.0, 6.0], [3.0, 3.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 6.0], [3.0, 4.0], [8.0, 16.0]]
epoch: 28
loss: 1.069747454697086
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 4.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 6.0], [4.0, 4.0], [8.0, 16.0]]
epoch: 29
loss: 1.0654082622396233
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 3.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 6.0], [3.0, 4.0], [8.0, 16.0]]
epoch: 30
loss: 1.0809415975748669
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 4.0], [3.0, 6.0], [3.0, 5.0], [2.0, 5.0], [3.0, 5.0], [3.0, 4.0], [4.0, 6.0], [3.0, 4.0], [9.0, 16.0]]
epoch: 31
loss: 1.0574631018023337
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 3.0], [3.0, 6.0], [3.0, 5.0], [2.0, 6.0], [3.0, 5.0], [3.0, 4.0], [4.0, 6.0], [3.0, 4.0], [8.0, 16.0]]
epoch: 32
loss: 1.0577388290436036
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 3.0], [3.0, 6.0], [3.0, 5.0], [2.0, 6.0], [3.0, 5.0], [3.0, 4.0], [4.0, 7.0], [3.0, 4.0], [8.0, 16.0]]
epoch: 33
loss: 1.0531128342799876
dilation rates: [[4.0, 2.0], [2.0, 4.0], [1.0, 6.0], [3.0, 3.0], [3.0, 6.0], [3.0, 5.0], [2.0, 6.0], [3.0, 5.0], [4.0, 4.0], [4.0, 7.0], [4.0, 4.0], [9.0, 16.0]]
epoch: 34
loss: 1.0430170414359887
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 4.0], [3.0, 6.0], [3.0, 5.0], [2.0, 6.0], [3.0, 5.0], [4.0, 4.0], [4.0, 7.0], [3.0, 4.0], [9.0, 16.0]]
epoch: 35
loss: 1.0614613414085405
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 3.0], [3.0, 6.0], [3.0, 5.0], [2.0, 6.0], [3.0, 5.0], [3.0, 5.0], [5.0, 7.0], [3.0, 4.0], [9.0, 17.0]]
epoch: 36
loss: 1.0577184236544068
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 7.0], [3.0, 5.0], [9.0, 17.0]]
epoch: 37
loss: 1.0484613805047927
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 7.0], [3.0, 3.0], [3.0, 6.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [3.0, 5.0], [5.0, 7.0], [3.0, 5.0], [9.0, 17.0]]
epoch: 38
loss: 1.0512922505079876
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 7.0], [3.0, 5.0], [9.0, 17.0]]
epoch: 39
loss: 1.047584126484559
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 7.0], [4.0, 5.0], [9.0, 17.0]]
epoch: 40
loss: 1.0445377580855848
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [3.0, 4.0], [3.0, 6.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 7.0], [3.0, 4.0], [9.0, 17.0]]
epoch: 41
loss: 1.0382924258434278
dilation rates: [[4.0, 3.0], [2.0, 4.0], [1.0, 7.0], [4.0, 3.0], [3.0, 6.0], [3.0, 6.0], [1.0, 6.0], [3.0, 5.0], [3.0, 5.0], [5.0, 7.0], [4.0, 4.0], [9.0, 17.0]]
epoch: 42
loss: 1.0425162624378908
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 7.0], [4.0, 5.0], [9.0, 17.0]]
epoch: 43
loss: 1.0352836337781721
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 7.0], [4.0, 5.0], [9.0, 17.0]]
epoch: 44
loss: 1.059085937688977
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [3.0, 6.0], [1.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 7.0], [4.0, 5.0], [9.0, 18.0]]
epoch: 45
loss: 1.0473717394787045
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 7.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 7.0], [4.0, 5.0], [9.0, 18.0]]
epoch: 46
loss: 1.0437386787157454
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 7.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 7.0], [4.0, 5.0], [10.0, 18.0]]
epoch: 47
loss: 1.045566167012887
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 7.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 8.0], [4.0, 5.0], [9.0, 18.0]]
epoch: 48
loss: 1.0405228107755635
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 3.0], [3.0, 7.0], [3.0, 6.0], [2.0, 6.0], [3.0, 5.0], [4.0, 5.0], [5.0, 7.0], [3.0, 5.0], [9.0, 18.0]]
epoch: 49
loss: 1.0337796028583282
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 7.0], [3.0, 6.0], [2.0, 7.0], [3.0, 5.0], [4.0, 5.0], [5.0, 8.0], [4.0, 5.0], [9.0, 18.0]]
IOU: [96.35, 72.38, 88.3, 48.83, 49.14, 46.77, 44.28, 62.41, 89.57, 57.42, 91.74, 68.83, 47.53, 90.16, 61.04, 76.88, 56.17, 37.03, 63.76]
mIOU: 65.71, mIOU_reduced: 65.91, accuracy: 93.56
epoch: 50
loss: 1.0359950160375937
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 7.0], [3.0, 6.0], [2.0, 7.0], [3.0, 5.0], [4.0, 5.0], [5.0, 8.0], [4.0, 5.0], [10.0, 18.0]]
epoch: 51
loss: 1.033219319746791
dilation rates: [[4.0, 2.0], [2.0, 5.0], [2.0, 7.0], [4.0, 4.0], [3.0, 7.0], [3.0, 6.0], [2.0, 7.0], [3.0, 5.0], [3.0, 5.0], [5.0, 8.0], [4.0, 5.0], [10.0, 18.0]]
epoch: 52
loss: 1.0171741576788063
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 8.0], [4.0, 3.0], [3.0, 7.0], [3.0, 6.0], [2.0, 7.0], [3.0, 5.0], [3.0, 5.0], [5.0, 8.0], [4.0, 5.0], [10.0, 18.0]]
epoch: 53
loss: 1.034137740937246
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [3.0, 6.0], [2.0, 7.0], [3.0, 6.0], [3.0, 5.0], [5.0, 8.0], [4.0, 5.0], [10.0, 18.0]]
epoch: 54
loss: 1.0179946290732529
dilation rates: [[4.0, 2.0], [2.0, 5.0], [2.0, 8.0], [4.0, 3.0], [4.0, 7.0], [3.0, 6.0], [2.0, 7.0], [3.0, 6.0], [4.0, 5.0], [5.0, 8.0], [3.0, 5.0], [10.0, 18.0]]
epoch: 55
loss: 1.0192599078202578
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 8.0], [4.0, 4.0], [4.0, 7.0], [3.0, 6.0], [2.0, 7.0], [3.0, 6.0], [4.0, 5.0], [5.0, 8.0], [4.0, 5.0], [10.0, 18.0]]
epoch: 56
loss: 1.0373108023047997
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [3.0, 6.0], [2.0, 7.0], [3.0, 6.0], [4.0, 5.0], [6.0, 8.0], [4.0, 6.0], [10.0, 18.0]]
epoch: 57
loss: 1.0416218896615341
dilation rates: [[4.0, 3.0], [2.0, 5.0], [1.0, 8.0], [4.0, 4.0], [4.0, 7.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 5.0], [6.0, 8.0], [3.0, 6.0], [10.0, 18.0]]
epoch: 58
loss: 1.0219907336246032
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [3.0, 5.0], [6.0, 8.0], [4.0, 6.0], [10.0, 19.0]]
epoch: 59
loss: 1.02554808591368
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 8.0], [4.0, 4.0], [4.0, 7.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 5.0], [6.0, 8.0], [4.0, 6.0], [10.0, 19.0]]
epoch: 60
loss: 1.0356143188366693
dilation rates: [[4.0, 2.0], [2.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [3.0, 7.0], [1.0, 7.0], [3.0, 6.0], [4.0, 5.0], [6.0, 8.0], [4.0, 5.0], [10.0, 19.0]]
epoch: 61
loss: 1.0388830714786108
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 5.0], [6.0, 8.0], [4.0, 5.0], [10.0, 19.0]]
epoch: 62
loss: 1.0316053869262818
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 8.0], [4.0, 4.0], [4.0, 7.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 5.0], [6.0, 8.0], [4.0, 6.0], [10.0, 19.0]]
epoch: 63
loss: 1.0136857075350625
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 8.0], [4.0, 4.0], [4.0, 7.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 5.0], [6.0, 8.0], [4.0, 6.0], [10.0, 19.0]]
epoch: 64
loss: 1.0289691388607025
dilation rates: [[4.0, 2.0], [2.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 6.0], [6.0, 8.0], [4.0, 5.0], [11.0, 19.0]]
epoch: 65
loss: 1.0449821197766862
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 8.0], [4.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 6.0], [6.0, 8.0], [4.0, 6.0], [11.0, 19.0]]
epoch: 66
loss: 1.0150118049938008
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 8.0], [3.0, 7.0], [1.0, 7.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [10.0, 19.0]]
epoch: 67
loss: 1.0075135960282269
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 8.0], [4.0, 3.0], [3.0, 8.0], [3.0, 7.0], [1.0, 7.0], [3.0, 6.0], [4.0, 5.0], [6.0, 9.0], [4.0, 6.0], [11.0, 19.0]]
epoch: 68
loss: 1.01367379100092
dilation rates: [[4.0, 2.0], [2.0, 5.0], [1.0, 8.0], [4.0, 3.0], [3.0, 8.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 5.0], [6.0, 9.0], [3.0, 5.0], [11.0, 19.0]]
epoch: 69
loss: 1.026337897997298
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 9.0], [4.0, 4.0], [4.0, 8.0], [3.0, 7.0], [1.0, 7.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 70
loss: 1.0234728338806311
dilation rates: [[4.0, 2.0], [2.0, 5.0], [2.0, 9.0], [4.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 71
loss: 1.020232052297636
dilation rates: [[4.0, 2.0], [2.0, 5.0], [2.0, 9.0], [4.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 72
loss: 1.0051134756083862
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 73
loss: 1.0142910815603723
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 74
loss: 1.0057602180039278
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 9.0], [5.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
IOU: [97.26, 79.76, 89.41, 47.93, 56.07, 49.26, 49.82, 65.17, 90.71, 62.24, 92.99, 71.48, 48.21, 90.8, 70.63, 65.54, 46.54, 34.68, 67.17]
mIOU: 67.14, mIOU_reduced: 68.31, accuracy: 94.47
epoch: 75
loss: 1.004571559517065
dilation rates: [[4.0, 2.0], [2.0, 5.0], [2.0, 9.0], [5.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 7.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [3.0, 6.0], [11.0, 20.0]]
epoch: 76
loss: 1.0046776853124118
dilation rates: [[4.0, 2.0], [2.0, 6.0], [2.0, 9.0], [4.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 77
loss: 1.0173101738301291
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [3.0, 7.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 78
loss: 1.0078930117292888
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 9.0], [4.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 79
loss: 1.034555180418876
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 9.0], [4.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 80
loss: 1.000216826590525
dilation rates: [[4.0, 3.0], [2.0, 6.0], [1.0, 9.0], [4.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [6.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 81
loss: 1.0260163890326628
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 9.0], [5.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 82
loss: 1.0018224964768105
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 9.0], [5.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [12.0, 20.0]]
epoch: 83
loss: 1.0014122633890072
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 9.0], [5.0, 4.0], [4.0, 8.0], [3.0, 7.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 84
loss: 0.9910074314488794
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 9.0], [5.0, 4.0], [4.0, 8.0], [3.0, 8.0], [1.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 85
loss: 0.9915669258289074
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 9.0], [5.0, 4.0], [4.0, 8.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [12.0, 20.0]]
epoch: 86
loss: 1.0040285698554483
dilation rates: [[4.0, 3.0], [3.0, 6.0], [2.0, 9.0], [5.0, 4.0], [4.0, 8.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 87
loss: 1.004613312845406
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 9.0], [4.0, 4.0], [4.0, 8.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 88
loss: 1.0009803950511915
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 9.0], [5.0, 4.0], [3.0, 8.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 89
loss: 1.0067423079420346
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 8.0], [4.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 90
loss: 1.002333931384548
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 9.0], [5.0, 4.0], [4.0, 8.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [12.0, 20.0]]
epoch: 91
loss: 0.9865022194550334
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [11.0, 20.0]]
epoch: 92
loss: 0.9958130476936218
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 5.0], [4.0, 8.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [12.0, 20.0]]
epoch: 93
loss: 0.9951166305948512
dilation rates: [[4.0, 3.0], [2.0, 5.0], [2.0, 10.0], [5.0, 4.0], [4.0, 8.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [12.0, 20.0]]
epoch: 94
loss: 1.009084195447957
dilation rates: [[4.0, 3.0], [3.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 10.0], [4.0, 6.0], [12.0, 21.0]]
epoch: 95
loss: 1.0036518073851062
dilation rates: [[5.0, 3.0], [2.0, 5.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 7.0], [5.0, 6.0], [7.0, 10.0], [5.0, 7.0], [12.0, 21.0]]
epoch: 96
loss: 0.9960157960515967
dilation rates: [[5.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 5.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 9.0], [4.0, 6.0], [12.0, 21.0]]
epoch: 97
loss: 0.9935449545833922
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 8.0], [3.0, 8.0], [1.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 10.0], [4.0, 6.0], [12.0, 21.0]]
epoch: 98
loss: 1.019867171752288
dilation rates: [[4.0, 2.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 7.0], [4.0, 6.0], [7.0, 10.0], [4.0, 6.0], [12.0, 21.0]]
epoch: 99
loss: 0.9992813145235386
dilation rates: [[4.0, 2.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 7.0], [5.0, 6.0], [7.0, 10.0], [4.0, 6.0], [12.0, 21.0]]
IOU: [97.43, 80.2, 90.35, 56.36, 59.11, 53.81, 48.97, 65.74, 91.14, 64.01, 93.65, 73.98, 52.06, 92.45, 74.98, 86.13, 73.95, 48.77, 67.53]
mIOU: 72.14, mIOU_reduced: 70.97, accuracy: 94.94
epoch: 100
loss: 0.990718176837341
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [5.0, 6.0], [7.0, 10.0], [5.0, 7.0], [12.0, 21.0]]
epoch: 101
loss: 0.983527673004959
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [4.0, 8.0], [2.0, 8.0], [3.0, 7.0], [5.0, 6.0], [7.0, 10.0], [4.0, 7.0], [12.0, 21.0]]
epoch: 102
loss: 0.9873993374784971
dilation rates: [[5.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 7.0], [4.0, 6.0], [7.0, 10.0], [4.0, 7.0], [12.0, 21.0]]
epoch: 103
loss: 1.0040123870570539
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 5.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 10.0], [4.0, 7.0], [12.0, 21.0]]
epoch: 104
loss: 0.9837857443616137
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 7.0], [4.0, 6.0], [7.0, 10.0], [4.0, 7.0], [12.0, 21.0]]
epoch: 105
loss: 0.9919500890690061
dilation rates: [[4.0, 3.0], [3.0, 5.0], [2.0, 10.0], [5.0, 5.0], [4.0, 9.0], [4.0, 8.0], [2.0, 8.0], [3.0, 6.0], [4.0, 6.0], [7.0, 10.0], [4.0, 6.0], [12.0, 21.0]]
epoch: 106
loss: 0.9923101901184029
dilation rates: [[5.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 5.0], [4.0, 9.0], [3.0, 8.0], [2.0, 8.0], [3.0, 7.0], [4.0, 6.0], [7.0, 10.0], [4.0, 7.0], [12.0, 21.0]]
epoch: 107
loss: 0.9889726250127713
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 5.0], [4.0, 9.0], [4.0, 8.0], [2.0, 9.0], [3.0, 7.0], [4.0, 6.0], [7.0, 10.0], [5.0, 7.0], [12.0, 21.0]]
epoch: 108
loss: 0.988672810078766
dilation rates: [[5.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [4.0, 8.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [7.0, 10.0], [4.0, 7.0], [12.0, 21.0]]
epoch: 109
loss: 0.9901336237856869
dilation rates: [[5.0, 3.0], [3.0, 6.0], [2.0, 10.0], [5.0, 5.0], [4.0, 9.0], [3.0, 8.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [7.0, 10.0], [4.0, 6.0], [12.0, 21.0]]
epoch: 110
loss: 0.9949797825879215
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 5.0], [4.0, 9.0], [3.0, 8.0], [2.0, 9.0], [3.0, 6.0], [4.0, 6.0], [7.0, 10.0], [4.0, 6.0], [12.0, 21.0]]
epoch: 111
loss: 0.9859396848261082
dilation rates: [[5.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 4.0], [4.0, 9.0], [3.0, 8.0], [1.0, 9.0], [3.0, 6.0], [4.0, 6.0], [7.0, 10.0], [4.0, 7.0], [12.0, 21.0]]
epoch: 112
loss: 1.005714345088203
dilation rates: [[5.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 5.0], [4.0, 9.0], [3.0, 8.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [8.0, 10.0], [5.0, 7.0], [12.0, 21.0]]
epoch: 113
loss: 0.9964627825444744
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [4.0, 8.0], [1.0, 9.0], [3.0, 7.0], [4.0, 6.0], [8.0, 10.0], [5.0, 7.0], [12.0, 21.0]]
epoch: 114
loss: 0.9845831199175751
dilation rates: [[4.0, 3.0], [3.0, 6.0], [2.0, 10.0], [5.0, 5.0], [4.0, 9.0], [4.0, 8.0], [2.0, 9.0], [3.0, 7.0], [4.0, 6.0], [8.0, 10.0], [5.0, 7.0], [12.0, 21.0]]
epoch: 115
loss: 0.9911174922494844
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 10.0], [5.0, 5.0], [4.0, 9.0], [3.0, 8.0], [2.0, 9.0], [3.0, 7.0], [4.0, 6.0], [8.0, 10.0], [4.0, 7.0], [12.0, 21.0]]
epoch: 116
loss: 0.9821762137698687
dilation rates: [[5.0, 2.0], [2.0, 6.0], [2.0, 11.0], [5.0, 4.0], [4.0, 9.0], [4.0, 8.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [8.0, 10.0], [4.0, 7.0], [12.0, 22.0]]
epoch: 117
loss: 0.9821245942247628
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [3.0, 8.0], [2.0, 9.0], [3.0, 7.0], [5.0, 7.0], [8.0, 10.0], [4.0, 7.0], [13.0, 21.0]]
epoch: 118
loss: 0.9778319157763011
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [3.0, 8.0], [2.0, 9.0], [3.0, 7.0], [4.0, 6.0], [8.0, 10.0], [4.0, 7.0], [12.0, 22.0]]
epoch: 119
loss: 0.9941188320860884
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 11.0], [5.0, 4.0], [4.0, 9.0], [3.0, 9.0], [2.0, 9.0], [4.0, 7.0], [4.0, 6.0], [8.0, 10.0], [4.0, 7.0], [13.0, 22.0]]
epoch: 120
loss: 0.993862875870296
dilation rates: [[5.0, 3.0], [3.0, 6.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [4.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 7.0], [8.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 121
loss: 0.9847206801588085
dilation rates: [[5.0, 3.0], [3.0, 6.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [4.0, 6.0], [8.0, 11.0], [4.0, 7.0], [13.0, 22.0]]
epoch: 122
loss: 0.9747666678121013
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [8.0, 10.0], [4.0, 6.0], [13.0, 22.0]]
epoch: 123
loss: 0.9823316001947024
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [4.0, 8.0], [2.0, 9.0], [3.0, 7.0], [4.0, 6.0], [8.0, 11.0], [4.0, 7.0], [12.0, 22.0]]
epoch: 124
loss: 0.9768833552362732
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [8.0, 10.0], [4.0, 6.0], [12.0, 22.0]]
IOU: [97.77, 82.66, 90.25, 59.2, 55.0, 53.51, 53.96, 67.98, 91.33, 63.9, 93.57, 75.09, 55.79, 92.17, 68.3, 73.05, 76.72, 50.95, 68.31]
mIOU: 72.08, mIOU_reduced: 71.96, accuracy: 95.08
epoch: 125
loss: 0.983248347373602
dilation rates: [[4.0, 3.0], [3.0, 7.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [4.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [8.0, 11.0], [4.0, 7.0], [13.0, 22.0]]
epoch: 126
loss: 0.9759020779264688
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [8.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 127
loss: 0.9782971871613357
dilation rates: [[4.0, 3.0], [3.0, 7.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [4.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [8.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 128
loss: 0.9837684086116228
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [4.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 7.0], [8.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 129
loss: 0.990021810828266
dilation rates: [[5.0, 2.0], [2.0, 7.0], [2.0, 11.0], [5.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 7.0], [8.0, 11.0], [4.0, 7.0], [13.0, 22.0]]
epoch: 130
loss: 0.9849968080147071
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 11.0], [5.0, 5.0], [4.0, 10.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [8.0, 11.0], [4.0, 7.0], [13.0, 22.0]]
epoch: 131
loss: 0.9892515654113435
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 11.0], [5.0, 4.0], [4.0, 10.0], [4.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 7.0], [8.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 132
loss: 0.9940654977400731
dilation rates: [[5.0, 3.0], [2.0, 6.0], [2.0, 11.0], [5.0, 5.0], [4.0, 9.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [8.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 133
loss: 0.9784066707307842
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 11.0], [5.0, 4.0], [4.0, 10.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [4.0, 6.0], [8.0, 11.0], [4.0, 7.0], [13.0, 22.0]]
epoch: 134
loss: 0.9922971579885702
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 11.0], [5.0, 5.0], [4.0, 10.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 7.0], [8.0, 11.0], [4.0, 7.0], [13.0, 22.0]]
epoch: 135
loss: 0.9792682907548368
dilation rates: [[4.0, 3.0], [3.0, 7.0], [2.0, 11.0], [6.0, 5.0], [5.0, 10.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 7.0], [8.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 136
loss: 0.9948292771517406
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [5.0, 5.0], [4.0, 10.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [9.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 137
loss: 0.9992095226516372
dilation rates: [[5.0, 3.0], [2.0, 6.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 6.0], [9.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 138
loss: 0.9725198804782832
dilation rates: [[5.0, 2.0], [2.0, 7.0], [2.0, 12.0], [5.0, 5.0], [5.0, 10.0], [3.0, 9.0], [2.0, 9.0], [3.0, 7.0], [5.0, 7.0], [8.0, 11.0], [4.0, 7.0], [13.0, 22.0]]
epoch: 139
loss: 0.9971884299533158
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [5.0, 5.0], [5.0, 10.0], [4.0, 9.0], [2.0, 10.0], [4.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 140
loss: 0.9984381512013448
dilation rates: [[5.0, 3.0], [2.0, 7.0], [3.0, 12.0], [6.0, 5.0], [4.0, 10.0], [3.0, 9.0], [2.0, 10.0], [4.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 22.0]]
epoch: 141
loss: 0.9980921923839552
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 12.0], [5.0, 5.0], [5.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 23.0]]
epoch: 142
loss: 0.9895048444996232
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 7.0], [13.0, 23.0]]
epoch: 143
loss: 0.9669606502979032
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [4.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 23.0]]
epoch: 144
loss: 0.9641920866504792
dilation rates: [[4.0, 3.0], [3.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [1.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 23.0]]
epoch: 145
loss: 0.9624797839173523
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [5.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 7.0], [13.0, 23.0]]
epoch: 146
loss: 0.9646377902701154
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 23.0]]
epoch: 147
loss: 0.9801537490660145
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [5.0, 5.0], [5.0, 10.0], [3.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 23.0]]
epoch: 148
loss: 0.9845569155732607
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 23.0]]
epoch: 149
loss: 0.9733499741774001
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 23.0]]
IOU: [97.63, 82.46, 90.48, 62.59, 57.52, 55.33, 54.39, 59.82, 90.9, 63.94, 93.76, 74.34, 55.77, 90.35, 55.86, 73.1, 77.52, 46.19, 68.48]
mIOU: 71.08, mIOU_reduced: 71.5, accuracy: 94.92
epoch: 150
loss: 0.970714952676527
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 7.0], [13.0, 23.0]]
epoch: 151
loss: 0.9583538262525462
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [5.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 7.0], [13.0, 23.0]]
epoch: 152
loss: 0.9622692729470916
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [3.0, 9.0], [1.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 8.0], [13.0, 23.0]]
epoch: 153
loss: 0.9884287724571843
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [5.0, 10.0], [4.0, 9.0], [2.0, 10.0], [4.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 8.0], [13.0, 23.0]]
epoch: 154
loss: 0.9649416061315669
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [5.0, 10.0], [4.0, 9.0], [1.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 8.0], [14.0, 23.0]]
epoch: 155
loss: 0.9659289291926793
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [5.0, 5.0], [4.0, 10.0], [3.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 8.0], [13.0, 23.0]]
epoch: 156
loss: 0.9799846483540425
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [3.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 23.0]]
epoch: 157
loss: 0.9749527596932952
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [3.0, 9.0], [1.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 7.0], [13.0, 23.0]]
epoch: 158
loss: 0.9726035011254148
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [6.0, 5.0], [5.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 8.0], [14.0, 23.0]]
epoch: 159
loss: 0.9630356582079066
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 7.0], [13.0, 23.0]]
epoch: 160
loss: 0.9921235807480351
dilation rates: [[4.0, 2.0], [3.0, 7.0], [2.0, 12.0], [6.0, 5.0], [5.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 8.0], [14.0, 23.0]]
epoch: 161
loss: 0.9915834229937347
dilation rates: [[5.0, 2.0], [3.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [13.0, 23.0]]
epoch: 162
loss: 0.9757058958304093
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [5.0, 10.0], [3.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 8.0], [14.0, 23.0]]
epoch: 163
loss: 0.9690206808977962
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [3.0, 9.0], [2.0, 10.0], [4.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 8.0], [14.0, 23.0]]
epoch: 164
loss: 0.9799695054781602
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 8.0], [14.0, 23.0]]
epoch: 165
loss: 0.9801351087433952
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 7.0], [14.0, 23.0]]
epoch: 166
loss: 0.9626632970049634
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 8.0], [14.0, 23.0]]
epoch: 167
loss: 0.970077670526944
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [6.0, 5.0], [5.0, 10.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 12.0], [4.0, 8.0], [14.0, 23.0]]
epoch: 168
loss: 0.9552014759883353
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [5.0, 10.0], [3.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [14.0, 23.0]]
epoch: 169
loss: 0.9673039414640945
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 11.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 12.0], [4.0, 8.0], [14.0, 23.0]]
epoch: 170
loss: 0.9849099173523863
dilation rates: [[4.0, 3.0], [2.0, 7.0], [3.0, 12.0], [6.0, 5.0], [4.0, 11.0], [4.0, 9.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [9.0, 12.0], [5.0, 8.0], [13.0, 23.0]]
epoch: 171
loss: 0.9679788033808431
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 12.0], [6.0, 5.0], [4.0, 11.0], [3.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 8.0], [14.0, 23.0]]
epoch: 172
loss: 0.979228758729548
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 12.0], [6.0, 5.0], [4.0, 11.0], [4.0, 9.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [9.0, 12.0], [5.0, 8.0], [14.0, 23.0]]
epoch: 173
loss: 0.9627711770171943
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 13.0], [6.0, 5.0], [4.0, 10.0], [3.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [4.0, 8.0], [13.0, 23.0]]
epoch: 174
loss: 0.9714994986760451
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 12.0], [6.0, 5.0], [5.0, 11.0], [4.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 11.0], [5.0, 7.0], [14.0, 23.0]]
IOU: [97.85, 82.67, 90.01, 43.32, 59.93, 53.4, 55.03, 66.34, 91.07, 61.73, 93.69, 73.14, 39.25, 91.53, 49.4, 78.45, 56.55, 45.62, 68.48]
mIOU: 68.29, mIOU_reduced: 69.57, accuracy: 94.9
epoch: 175
loss: 0.9660686151497925
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 13.0], [6.0, 5.0], [5.0, 11.0], [3.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [9.0, 12.0], [5.0, 8.0], [14.0, 23.0]]
epoch: 176
loss: 0.9775318587155936
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 13.0], [6.0, 5.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 11.0], [5.0, 8.0], [14.0, 23.0]]
epoch: 177
loss: 0.9641595982736156
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 13.0], [6.0, 5.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 23.0]]
epoch: 178
loss: 0.9785095447768813
dilation rates: [[4.0, 3.0], [3.0, 8.0], [3.0, 13.0], [6.0, 5.0], [5.0, 11.0], [3.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [9.0, 12.0], [5.0, 8.0], [14.0, 23.0]]
epoch: 179
loss: 0.9544494341595382
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 13.0], [6.0, 5.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 23.0]]
epoch: 180
loss: 0.9657013137494365
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 13.0], [6.0, 5.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 181
loss: 0.9562012565575437
dilation rates: [[4.0, 3.0], [3.0, 8.0], [3.0, 13.0], [6.0, 5.0], [5.0, 11.0], [3.0, 10.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 182
loss: 0.9623147799946745
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 13.0], [6.0, 5.0], [5.0, 11.0], [4.0, 9.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 7.0], [14.0, 24.0]]
epoch: 183
loss: 0.958412837185618
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 13.0], [6.0, 5.0], [4.0, 11.0], [4.0, 9.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 7.0], [14.0, 24.0]]
epoch: 184
loss: 0.9516442856206323
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 13.0], [6.0, 5.0], [5.0, 11.0], [3.0, 9.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [10.0, 12.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 185
loss: 0.9425598182436508
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 13.0], [6.0, 5.0], [4.0, 11.0], [3.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [9.0, 12.0], [5.0, 7.0], [14.0, 24.0]]
epoch: 186
loss: 0.9828681855157773
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 13.0], [6.0, 5.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 187
loss: 0.9636099846681692
dilation rates: [[5.0, 3.0], [2.0, 7.0], [3.0, 13.0], [6.0, 5.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 188
loss: 0.9611100329232106
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 13.0], [6.0, 5.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 189
loss: 0.9630115975707357
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 13.0], [6.0, 5.0], [5.0, 11.0], [3.0, 9.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 190
loss: 0.9558993520275239
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 13.0], [6.0, 5.0], [4.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [6.0, 7.0], [10.0, 12.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 191
loss: 0.9680579421432337
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 13.0], [7.0, 5.0], [4.0, 11.0], [3.0, 10.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 192
loss: 0.9658840341227395
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 13.0], [6.0, 5.0], [4.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 193
loss: 0.9650976506795751
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 13.0], [6.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [6.0, 7.0], [10.0, 12.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 194
loss: 0.9675208860278679
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 13.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 195
loss: 0.987873982449281
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 13.0], [7.0, 6.0], [4.0, 11.0], [3.0, 10.0], [2.0, 10.0], [4.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 196
loss: 1.0025906573792207
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 13.0], [6.0, 6.0], [4.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 197
loss: 0.985168513889137
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 13.0], [7.0, 5.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [4.0, 8.0], [6.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 198
loss: 0.9663717080645847
dilation rates: [[5.0, 3.0], [2.0, 7.0], [2.0, 13.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [4.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 199
loss: 0.9528896366396258
dilation rates: [[5.0, 3.0], [2.0, 7.0], [3.0, 13.0], [6.0, 5.0], [4.0, 11.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
IOU: [97.72, 82.64, 91.22, 68.85, 65.33, 56.32, 59.49, 70.01, 91.16, 63.47, 94.41, 75.24, 56.05, 92.89, 79.86, 86.25, 77.32, 53.58, 71.33]
mIOU: 75.43, mIOU_reduced: 74.36, accuracy: 95.43
epoch: 200
loss: 0.9571095758594126
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 13.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 201
loss: 0.973621066814194
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 13.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 202
loss: 0.9663022472287104
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 14.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [10.0, 12.0], [5.0, 8.0], [15.0, 24.0]]
epoch: 203
loss: 0.9592543006767326
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 14.0], [6.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 204
loss: 0.9500554274029446
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 14.0], [6.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 8.0], [15.0, 24.0]]
epoch: 205
loss: 0.9528138747413037
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 14.0], [7.0, 6.0], [4.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 206
loss: 0.9515398556735658
dilation rates: [[5.0, 3.0], [2.0, 7.0], [3.0, 14.0], [6.0, 6.0], [5.0, 11.0], [3.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 8.0], [15.0, 24.0]]
epoch: 207
loss: 0.9479686844458778
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 14.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 10.0], [3.0, 7.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 208
loss: 0.9486479691920742
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 14.0], [6.0, 6.0], [5.0, 11.0], [3.0, 10.0], [2.0, 10.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 209
loss: 0.96206851461516
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 14.0], [6.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 210
loss: 0.9671229891788026
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 14.0], [7.0, 5.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 211
loss: 0.957414816738823
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 14.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 212
loss: 0.9513091045315913
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 14.0], [7.0, 6.0], [5.0, 11.0], [3.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 213
loss: 0.9716065638625677
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 14.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 214
loss: 0.9477075305402554
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 14.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [10.0, 12.0], [4.0, 8.0], [15.0, 24.0]]
epoch: 215
loss: 0.9548252749552925
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 14.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [4.0, 8.0], [15.0, 24.0]]
epoch: 216
loss: 0.9612249042581303
dilation rates: [[5.0, 3.0], [3.0, 7.0], [2.0, 14.0], [7.0, 6.0], [4.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [11.0, 12.0], [5.0, 8.0], [15.0, 24.0]]
epoch: 217
loss: 0.9579572792976133
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 14.0], [7.0, 6.0], [5.0, 11.0], [3.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [11.0, 12.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 218
loss: 0.95618859180657
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 14.0], [7.0, 6.0], [5.0, 11.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [10.0, 12.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 219
loss: 0.9570245885629258
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 14.0], [7.0, 5.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [11.0, 12.0], [4.0, 8.0], [15.0, 24.0]]
epoch: 220
loss: 0.9643574950332465
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 14.0], [6.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 24.0]]
epoch: 221
loss: 0.9625565386312898
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 14.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [10.0, 13.0], [5.0, 8.0], [14.0, 24.0]]
epoch: 222
loss: 0.9600996574223866
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 14.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 24.0]]
epoch: 223
loss: 0.9613685109373611
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 14.0], [7.0, 5.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 12.0], [5.0, 8.0], [15.0, 24.0]]
epoch: 224
loss: 0.9650907138800291
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 14.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [11.0, 13.0], [5.0, 8.0], [15.0, 24.0]]
IOU: [97.4, 80.14, 90.65, 59.25, 50.71, 53.61, 52.05, 67.87, 90.81, 62.33, 94.29, 75.19, 55.65, 92.01, 71.78, 76.84, 59.77, 48.13, 69.03]
mIOU: 70.92, mIOU_reduced: 71.19, accuracy: 94.93
epoch: 225
loss: 0.9509091742577092
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 14.0], [7.0, 5.0], [4.0, 12.0], [3.0, 10.0], [2.0, 10.0], [3.0, 8.0], [6.0, 7.0], [10.0, 13.0], [4.0, 8.0], [15.0, 24.0]]
epoch: 226
loss: 0.9480302817261164
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 14.0], [7.0, 5.0], [5.0, 12.0], [3.0, 10.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [10.0, 13.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 227
loss: 0.9630050030172146
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 14.0], [7.0, 5.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 12.0], [5.0, 8.0], [15.0, 24.0]]
epoch: 228
loss: 0.9689137442595398
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 14.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 229
loss: 0.9673567631277621
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 230
loss: 0.9472653297235339
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 231
loss: 0.9478377616075876
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 232
loss: 0.9542279364326582
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 14.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [14.0, 25.0]]
epoch: 233
loss: 0.9503246295836664
dilation rates: [[5.0, 3.0], [3.0, 7.0], [3.0, 15.0], [7.0, 5.0], [5.0, 12.0], [3.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 8.0], [15.0, 25.0]]
epoch: 234
loss: 0.9662318640315588
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 8.0], [15.0, 25.0]]
epoch: 235
loss: 0.9461867601915439
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 24.0]]
epoch: 236
loss: 0.9450209481375558
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 5.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 24.0]]
epoch: 237
loss: 0.9404741445994047
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 238
loss: 0.9438714770952128
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 15.0], [7.0, 5.0], [5.0, 12.0], [4.0, 10.0], [1.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 24.0]]
epoch: 239
loss: 0.9481708061310553
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 5.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 240
loss: 0.9529794387279018
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 5.0], [5.0, 12.0], [3.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 241
loss: 0.9588085499501997
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [14.0, 25.0]]
epoch: 242
loss: 0.9488015100703261
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 243
loss: 0.9442549122643361
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 244
loss: 0.9484762622189412
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 24.0]]
epoch: 245
loss: 0.9450919420763095
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [14.0, 24.0]]
epoch: 246
loss: 0.9884724792796895
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [3.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 24.0]]
epoch: 247
loss: 0.9513316905718245
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [14.0, 24.0]]
epoch: 248
loss: 0.9715833942736348
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 249
loss: 0.9707053826975932
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
IOU: [97.87, 83.42, 91.21, 66.92, 63.29, 48.13, 59.28, 71.59, 91.71, 68.36, 93.4, 76.22, 54.42, 93.36, 81.85, 83.72, 81.55, 54.99, 70.84]
mIOU: 75.37, mIOU_reduced: 74.06, accuracy: 95.49
epoch: 250
loss: 0.9493752549046196
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 5.0], [5.0, 12.0], [3.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 251
loss: 0.9425762964558492
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [3.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 252
loss: 0.9371015691812137
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [3.0, 10.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 253
loss: 0.9547046461412984
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 8.0], [15.0, 25.0]]
epoch: 254
loss: 0.9422592309213453
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [5.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 255
loss: 0.9340470349459055
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 256
loss: 0.9593920320409783
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [5.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 257
loss: 0.9781873870280481
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 258
loss: 0.9663768640036956
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 259
loss: 0.9370775283206992
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [4.0, 8.0], [6.0, 8.0], [11.0, 13.0], [4.0, 9.0], [15.0, 24.0]]
epoch: 260
loss: 0.951646478357403
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [5.0, 7.0], [11.0, 13.0], [5.0, 8.0], [15.0, 25.0]]
epoch: 261
loss: 0.9508001539289677
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [1.0, 11.0], [3.0, 9.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 262
loss: 0.9335941859104666
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 263
loss: 0.9519400402972226
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 264
loss: 0.9623130098465951
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 15.0], [8.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 265
loss: 0.9754197901020402
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 266
loss: 0.9417567917828187
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 267
loss: 0.931143603291929
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 268
loss: 0.9511052383805201
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 10.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 269
loss: 0.9427336995502771
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 270
loss: 0.9438753399980783
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 13.0], [4.0, 10.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 271
loss: 0.9600756213686983
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 272
loss: 0.9654650434096288
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 15.0], [7.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 8.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 273
loss: 0.9748306424112364
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 274
loss: 0.9635179441096047
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
IOU: [97.97, 83.69, 91.37, 66.4, 62.91, 58.05, 57.96, 70.03, 91.89, 66.53, 93.86, 75.75, 55.15, 92.34, 66.37, 75.73, 78.47, 47.34, 71.08]
mIOU: 73.84, mIOU_reduced: 73.9, accuracy: 95.49
epoch: 275
loss: 0.9436102122205743
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 276
loss: 0.9393140602221687
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [5.0, 8.0], [15.0, 25.0]]
epoch: 277
loss: 0.9361343339840937
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 278
loss: 0.9365961297591161
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 8.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 279
loss: 0.9354250414580244
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 12.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 280
loss: 0.9412093265540039
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [11.0, 13.0], [5.0, 8.0], [15.0, 25.0]]
epoch: 281
loss: 0.9383963145968002
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [11.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 282
loss: 0.9459330028927271
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 283
loss: 0.9398410317535224
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [12.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 284
loss: 0.9321213621422991
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [12.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 285
loss: 0.9429617889465824
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 286
loss: 0.9460158512888965
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 13.0], [5.0, 8.0], [15.0, 25.0]]
epoch: 287
loss: 0.9352786326737997
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 16.0], [7.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 288
loss: 0.9416636957825604
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [12.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 289
loss: 0.9489212812091897
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 290
loss: 0.9520710441648685
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 16.0], [7.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 291
loss: 0.9440990023074611
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 292
loss: 0.9620308947453301
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [12.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 293
loss: 0.9474940124195292
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 16.0], [7.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [12.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 294
loss: 0.932377985682905
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 16.0], [7.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 295
loss: 0.955397338499122
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 16.0], [7.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 8.0], [11.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 296
loss: 0.956178846584487
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [11.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 297
loss: 0.940785192811544
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [12.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 298
loss: 0.9442846735226943
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 299
loss: 0.9528655668008162
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 16.0], [7.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [12.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
IOU: [97.67, 82.4, 91.02, 61.85, 57.06, 57.1, 58.01, 69.7, 90.59, 58.27, 94.41, 74.78, 55.62, 91.68, 65.85, 81.82, 75.74, 55.54, 67.45]
mIOU: 72.98, mIOU_reduced: 72.7, accuracy: 95.05
epoch: 300
loss: 0.9372941004241118
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [7.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 301
loss: 0.9374182003159677
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 16.0], [7.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [11.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 302
loss: 0.9269229849362703
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 13.0], [5.0, 8.0], [15.0, 25.0]]
epoch: 303
loss: 0.9581293682074217
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 8.0], [12.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 304
loss: 0.9350383685481164
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 305
loss: 0.9476379866149568
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 8.0], [6.0, 7.0], [12.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 306
loss: 0.9320215882244198
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [7.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 13.0], [4.0, 8.0], [15.0, 25.0]]
epoch: 307
loss: 0.9207495901441793
dilation rates: [[6.0, 3.0], [2.0, 8.0], [2.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 13.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 308
loss: 0.9298767200263415
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 13.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 309
loss: 0.9396960291719656
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 310
loss: 0.9517655288843515
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [12.0, 14.0], [5.0, 8.0], [15.0, 25.0]]
epoch: 311
loss: 0.9471768598128024
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [1.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 25.0]]
epoch: 312
loss: 0.9568078166328817
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 313
loss: 0.9381459259217785
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 8.0], [12.0, 14.0], [5.0, 9.0], [16.0, 25.0]]
epoch: 314
loss: 0.9392664800591183
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 13.0], [4.0, 9.0], [16.0, 25.0]]
epoch: 315
loss: 0.934590232949103
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 16.0], [8.0, 7.0], [6.0, 13.0], [4.0, 11.0], [1.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 25.0]]
epoch: 316
loss: 0.939507210721618
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 7.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [12.0, 14.0], [4.0, 9.0], [16.0, 25.0]]
epoch: 317
loss: 0.9422005449297242
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [5.0, 11.0], [2.0, 11.0], [4.0, 9.0], [7.0, 8.0], [12.0, 14.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 318
loss: 0.9407894784404386
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [12.0, 14.0], [5.0, 9.0], [16.0, 25.0]]
epoch: 319
loss: 0.9561061013129449
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 14.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 320
loss: 0.9650808839204674
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [7.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 25.0]]
epoch: 321
loss: 0.9528792519723216
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 322
loss: 0.9568658035746368
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 7.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 323
loss: 0.9392127694072812
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 8.0], [12.0, 14.0], [4.0, 9.0], [15.0, 26.0]]
epoch: 324
loss: 0.9242246373457843
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
IOU: [97.91, 82.63, 89.85, 53.73, 66.05, 57.25, 61.15, 72.85, 87.74, 47.4, 93.69, 75.47, 56.05, 93.66, 83.14, 90.74, 83.86, 56.96, 70.24]
mIOU: 74.76, mIOU_reduced: 72.66, accuracy: 94.73
epoch: 325
loss: 0.9374836959322477
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 326
loss: 0.9362112124394711
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [15.0, 26.0]]
epoch: 327
loss: 0.9324791376491846
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [15.0, 25.0]]
epoch: 328
loss: 0.9345872632918819
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 25.0]]
epoch: 329
loss: 0.9424412920727708
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 7.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [15.0, 26.0]]
epoch: 330
loss: 0.9574852383905842
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 16.0], [8.0, 7.0], [5.0, 13.0], [5.0, 11.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 14.0], [5.0, 9.0], [15.0, 25.0]]
epoch: 331
loss: 0.9291498001819382
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 16.0], [8.0, 7.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 13.0], [4.0, 9.0], [15.0, 26.0]]
epoch: 332
loss: 0.9303006827831268
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 13.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 333
loss: 0.9365391846626036
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 7.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 25.0]]
epoch: 334
loss: 0.9411068310111349
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 335
loss: 0.9343440903496633
dilation rates: [[6.0, 3.0], [2.0, 9.0], [3.0, 17.0], [8.0, 6.0], [5.0, 13.0], [5.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 336
loss: 0.9310250257566777
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 337
loss: 0.9266603429745969
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [7.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 338
loss: 0.9426247414356003
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 339
loss: 0.9463515309144824
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [7.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 340
loss: 0.9280360770939682
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 17.0], [8.0, 6.0], [6.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 8.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 341
loss: 0.9563613392515666
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 17.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 342
loss: 0.9355016549886097
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 343
loss: 0.9588687779716633
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 344
loss: 0.9277242871198786
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 345
loss: 0.9256900763182047
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 346
loss: 0.9329402678847862
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 347
loss: 0.9348638694956556
dilation rates: [[5.0, 4.0], [3.0, 9.0], [2.0, 17.0], [8.0, 7.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 348
loss: 0.9327167398918609
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 7.0], [5.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [15.0, 26.0]]
epoch: 349
loss: 0.9422753030253995
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
IOU: [97.78, 82.49, 90.68, 65.23, 65.86, 57.61, 58.66, 72.0, 90.77, 68.99, 93.88, 75.16, 56.6, 92.96, 78.91, 83.26, 79.02, 50.63, 70.29]
mIOU: 75.3, mIOU_reduced: 74.35, accuracy: 95.35
epoch: 350
loss: 0.9334649490321287
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 17.0], [8.0, 7.0], [5.0, 13.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [7.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 351
loss: 0.9293373982477847
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 7.0], [6.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 8.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 352
loss: 0.9223005848546182
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 6.0], [6.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 353
loss: 0.9332941039916007
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 17.0], [8.0, 6.0], [5.0, 13.0], [5.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 354
loss: 0.9281515538143122
dilation rates: [[6.0, 3.0], [2.0, 9.0], [2.0, 17.0], [8.0, 6.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 355
loss: 0.9475008348166118
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 17.0], [8.0, 6.0], [6.0, 13.0], [5.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 356
loss: 0.9368152123991795
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 17.0], [8.0, 7.0], [6.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [7.0, 8.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 357
loss: 0.9545149025829157
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 17.0], [8.0, 7.0], [6.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 358
loss: 0.938290008888816
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 17.0], [8.0, 7.0], [5.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 359
loss: 0.9707115829540288
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 6.0], [6.0, 13.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 360
loss: 0.9472873471848976
dilation rates: [[5.0, 3.0], [2.0, 9.0], [3.0, 17.0], [8.0, 7.0], [6.0, 13.0], [5.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 361
loss: 0.9318670037155328
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 17.0], [8.0, 7.0], [6.0, 13.0], [5.0, 12.0], [2.0, 11.0], [4.0, 9.0], [7.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 362
loss: 0.9204726223297383
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 17.0], [8.0, 6.0], [6.0, 13.0], [5.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 363
loss: 0.9188789695089313
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 17.0], [8.0, 6.0], [5.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 364
loss: 0.9261003945555005
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 6.0], [5.0, 14.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 365
loss: 0.9198404152272484
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 7.0], [6.0, 14.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 366
loss: 0.928562071740902
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 7.0], [5.0, 14.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 367
loss: 0.9533250375826787
dilation rates: [[6.0, 3.0], [2.0, 9.0], [3.0, 17.0], [8.0, 6.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 368
loss: 0.9283257102087346
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 17.0], [8.0, 6.0], [6.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 369
loss: 0.932298034704226
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 7.0], [6.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 370
loss: 0.9401016567709259
dilation rates: [[6.0, 3.0], [2.0, 9.0], [2.0, 18.0], [8.0, 6.0], [6.0, 14.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 8.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 371
loss: 0.9233149522185875
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 7.0], [6.0, 14.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 372
loss: 0.9181549781203819
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [15.0, 26.0]]
epoch: 373
loss: 0.9242792026513184
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 18.0], [8.0, 6.0], [6.0, 14.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 374
loss: 0.9358097766676257
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 18.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [4.0, 9.0], [6.0, 8.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
IOU: [98.24, 86.31, 92.15, 68.36, 64.83, 56.9, 63.29, 73.99, 92.16, 67.43, 94.68, 77.84, 59.8, 93.87, 84.5, 88.08, 74.92, 63.31, 72.13]
mIOU: 77.51, mIOU_reduced: 76.58, accuracy: 95.97
epoch: 375
loss: 0.937587993348249
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 6.0], [5.0, 13.0], [5.0, 11.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 376
loss: 0.9288588903741353
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 6.0], [5.0, 13.0], [4.0, 11.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 377
loss: 0.929906942877352
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 6.0], [6.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 378
loss: 0.9203643926552364
dilation rates: [[6.0, 3.0], [2.0, 9.0], [2.0, 18.0], [8.0, 6.0], [5.0, 13.0], [5.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 379
loss: 0.9274567325818374
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 380
loss: 0.9456585953312535
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 7.0], [6.0, 14.0], [5.0, 11.0], [2.0, 11.0], [4.0, 9.0], [7.0, 7.0], [13.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 381
loss: 0.9326590369648647
dilation rates: [[6.0, 3.0], [2.0, 8.0], [2.0, 18.0], [8.0, 7.0], [5.0, 13.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 382
loss: 0.938445221993231
dilation rates: [[6.0, 4.0], [3.0, 9.0], [3.0, 18.0], [8.0, 7.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 383
loss: 0.9297425529923856
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 384
loss: 0.9182430939740299
dilation rates: [[6.0, 4.0], [3.0, 9.0], [3.0, 18.0], [8.0, 6.0], [6.0, 13.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 385
loss: 0.9273524832340979
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 18.0], [8.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 386
loss: 0.9173330030133647
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 387
loss: 0.9252945545906296
dilation rates: [[6.0, 3.0], [2.0, 9.0], [3.0, 18.0], [8.0, 6.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 388
loss: 0.919254129520759
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 6.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 389
loss: 0.9217513817521285
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 7.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 8.0], [12.0, 14.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 390
loss: 0.9257129673858941
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 18.0], [8.0, 6.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 26.0]]
epoch: 391
loss: 0.9416492713211868
dilation rates: [[6.0, 4.0], [2.0, 9.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 392
loss: 0.9232982040000951
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [12.0, 14.0], [5.0, 9.0], [15.0, 26.0]]
epoch: 393
loss: 0.9579183997646454
dilation rates: [[6.0, 4.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 26.0]]
epoch: 394
loss: 0.955300063169497
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 395
loss: 0.9300912069285521
dilation rates: [[6.0, 4.0], [3.0, 8.0], [3.0, 18.0], [8.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 396
loss: 0.9263686914048437
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [8.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [4.0, 9.0], [7.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 397
loss: 0.9214866452502765
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [8.0, 7.0], [5.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 398
loss: 0.927268166283858
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 6.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 14.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 399
loss: 0.9602024448082743
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 27.0]]
IOU: [98.24, 86.28, 92.39, 72.88, 68.1, 59.12, 62.84, 74.33, 92.4, 72.07, 94.83, 77.5, 59.14, 93.39, 67.84, 86.85, 79.07, 54.43, 69.67]
mIOU: 76.91, mIOU_reduced: 76.73, accuracy: 96.06
epoch: 400
loss: 0.9183148011084525
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 6.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 401
loss: 0.9214518307815499
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 402
loss: 0.9285426675449319
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 403
loss: 0.9134474676874925
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 404
loss: 0.9207120231494376
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [7.0, 7.0], [12.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 405
loss: 0.917906053879294
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 406
loss: 0.9161073055959517
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 407
loss: 0.9173524842558918
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 408
loss: 0.9256708613738486
dilation rates: [[5.0, 4.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 409
loss: 0.9346895693084611
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 11.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 410
loss: 0.9250583932971075
dilation rates: [[5.0, 3.0], [2.0, 9.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [5.0, 11.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 411
loss: 0.9203156221846831
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 412
loss: 0.9125878444190398
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 413
loss: 0.9144067786256289
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [12.0, 14.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 414
loss: 0.9128431028210073
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 18.0], [9.0, 7.0], [5.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 415
loss: 0.9276604619443691
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 6.0], [5.0, 14.0], [5.0, 12.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [12.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 416
loss: 0.9460241193046218
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 8.0], [12.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 417
loss: 0.939871251995113
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 418
loss: 0.9129267492876624
dilation rates: [[5.0, 3.0], [2.0, 9.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 419
loss: 0.9117347186062194
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 8.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 420
loss: 0.9305487538812347
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 8.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 421
loss: 0.9213898440110518
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 422
loss: 0.9135210167977118
dilation rates: [[6.0, 4.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 423
loss: 0.9351858079158766
dilation rates: [[6.0, 4.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 424
loss: 0.919579077014176
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
IOU: [97.75, 83.3, 90.78, 62.47, 54.3, 54.8, 50.77, 71.58, 90.94, 62.0, 94.57, 74.05, 54.28, 89.35, 50.96, 61.19, 53.49, 47.31, 69.35]
mIOU: 69.12, mIOU_reduced: 71.73, accuracy: 94.94
epoch: 425
loss: 0.9186441564614871
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 426
loss: 0.9366847643379792
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 427
loss: 0.9274140148668245
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 428
loss: 0.9271259467173282
dilation rates: [[5.0, 4.0], [3.0, 8.0], [2.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 429
loss: 0.9185120107666138
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 430
loss: 0.9201169416377072
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 431
loss: 0.9168948404799958
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 432
loss: 0.9238324262854141
dilation rates: [[6.0, 4.0], [3.0, 9.0], [2.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 433
loss: 0.9194945103836499
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 434
loss: 0.9410365443625208
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 435
loss: 0.915160482792261
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 436
loss: 0.9229355413243517
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [12.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 437
loss: 0.9187776604281043
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [12.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 438
loss: 0.9264972617823957
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 14.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 439
loss: 0.922173093815553
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 440
loss: 0.9174136780374061
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 9.0], [7.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 441
loss: 0.9140330673912154
dilation rates: [[5.0, 3.0], [2.0, 9.0], [3.0, 18.0], [9.0, 6.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [4.0, 9.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 442
loss: 0.9160921689002745
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 6.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [12.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 443
loss: 0.9081811617871034
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 444
loss: 0.9044693433744018
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 445
loss: 0.9173588785707676
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 18.0], [9.0, 7.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 446
loss: 0.9335335399698003
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 447
loss: 0.9207779405303814
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 448
loss: 0.9105034335967033
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 449
loss: 0.9257586715133509
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
IOU: [98.02, 85.9, 92.32, 73.03, 70.33, 61.53, 61.14, 75.0, 92.26, 70.42, 94.92, 78.39, 54.33, 94.02, 80.67, 89.33, 46.17, 56.76, 73.73]
mIOU: 76.23, mIOU_reduced: 77.01, accuracy: 96.01
epoch: 450
loss: 0.9122419163653378
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 8.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 451
loss: 0.9095829006988332
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 452
loss: 0.9163138568401337
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 453
loss: 0.919390479952509
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 454
loss: 0.9128845770787534
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 455
loss: 0.9248376755121117
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 456
loss: 0.922174021533008
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [5.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 457
loss: 0.9118437927714141
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 458
loss: 0.9185742150803315
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 459
loss: 0.9121843949990338
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 6.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 460
loss: 0.9117275152338266
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 461
loss: 0.9060420492827068
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 462
loss: 0.901497193058515
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 463
loss: 0.9043855728916309
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 464
loss: 0.9001701369812961
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 465
loss: 0.9178755860174855
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 466
loss: 0.9259733435470388
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 467
loss: 0.9112548295253983
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 468
loss: 0.9183270122323718
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 6.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 469
loss: 0.953158190860177
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 27.0]]
epoch: 470
loss: 0.9184736954177031
dilation rates: [[6.0, 3.0], [2.0, 8.0], [2.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 471
loss: 0.9101192741075419
dilation rates: [[5.0, 3.0], [2.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 472
loss: 0.904148664342643
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [4.0, 12.0], [2.0, 11.0], [3.0, 9.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 473
loss: 0.9274589540222273
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
epoch: 474
loss: 0.9136619919456095
dilation rates: [[6.0, 4.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 27.0]]
IOU: [98.03, 85.16, 92.28, 72.47, 71.87, 61.08, 61.74, 62.4, 92.17, 71.44, 94.63, 77.37, 61.53, 93.68, 81.23, 86.09, 85.65, 63.69, 73.61]
mIOU: 78.22, mIOU_reduced: 77.07, accuracy: 95.97
epoch: 475
loss: 0.950573055700223
dilation rates: [[6.0, 4.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 476
loss: 0.9163262459539598
dilation rates: [[5.0, 3.0], [2.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 477
loss: 0.920495118001639
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 478
loss: 0.9173848475179365
dilation rates: [[6.0, 3.0], [2.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 479
loss: 0.9080792805566217
dilation rates: [[6.0, 4.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 480
loss: 0.9232426142912307
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 481
loss: 0.9093489045371658
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [5.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 482
loss: 0.9222478243063122
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 483
loss: 0.9191524301256452
dilation rates: [[6.0, 4.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [5.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 484
loss: 0.9124771688940339
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 19.0], [9.0, 7.0], [5.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 485
loss: 0.9155389071884243
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 486
loss: 0.9366773364181342
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 14.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 487
loss: 0.9370080396052329
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 488
loss: 0.9200934887207048
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 489
loss: 0.912334452027
dilation rates: [[6.0, 4.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 490
loss: 0.9206203617807907
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 491
loss: 0.9049129396814355
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 19.0], [10.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 492
loss: 0.9022683807507089
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 493
loss: 0.9042896146323823
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 494
loss: 0.9135068023259738
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 495
loss: 0.9205540161803022
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 496
loss: 0.911093418224616
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 19.0], [9.0, 7.0], [5.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 497
loss: 0.9097194743046563
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 498
loss: 0.9306270657321825
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 499
loss: 0.9233213627393344
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
IOU: [98.26, 86.02, 91.57, 60.28, 63.67, 58.42, 62.64, 72.83, 91.96, 72.34, 94.5, 78.08, 58.73, 93.63, 84.42, 88.53, 85.46, 60.15, 71.36]
mIOU: 77.52, mIOU_reduced: 75.9, accuracy: 95.86
epoch: 500
loss: 0.9476301505268994
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 501
loss: 0.9164583233919011
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 502
loss: 0.9157376822238693
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 503
loss: 0.9037454396074268
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 504
loss: 0.9123188774981257
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 19.0], [10.0, 7.0], [5.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 505
loss: 0.9029032691008484
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 506
loss: 0.9032092573730627
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 507
loss: 0.9115063270665533
dilation rates: [[6.0, 4.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 508
loss: 0.9211429641818121
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 509
loss: 0.9126074919777531
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 19.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 510
loss: 0.9021188454693913
dilation rates: [[6.0, 3.0], [2.0, 8.0], [2.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 511
loss: 0.9083231568061811
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 512
loss: 0.9022151598457917
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 8.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 513
loss: 0.9003896273775585
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [10.0, 7.0], [5.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 514
loss: 0.9016191393548992
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [5.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 515
loss: 0.911753254964055
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 516
loss: 0.9038812055291119
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 517
loss: 0.9043491934576342
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 518
loss: 0.893914226700084
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [5.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 519
loss: 0.8973222208737228
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 12.0], [1.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 520
loss: 0.8943576152148884
dilation rates: [[6.0, 4.0], [3.0, 8.0], [3.0, 19.0], [9.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 521
loss: 0.9199245966249897
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 522
loss: 0.9410815380410664
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 523
loss: 0.9038066075694177
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 524
loss: 0.9016733967488811
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
IOU: [98.26, 86.37, 92.22, 69.0, 73.28, 61.06, 59.85, 75.76, 92.33, 75.17, 94.69, 79.11, 61.51, 94.36, 88.7, 89.05, 86.32, 58.87, 73.41]
mIOU: 79.44, mIOU_reduced: 77.83, accuracy: 96.19
epoch: 525
loss: 0.908705869303321
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 526
loss: 0.8986090156614506
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 19.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 527
loss: 0.915845812465738
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 19.0], [10.0, 7.0], [5.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 528
loss: 0.9071828299953092
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 19.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 529
loss: 0.9119305812543438
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 19.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [5.0, 9.0], [17.0, 28.0]]
epoch: 530
loss: 0.9069578486928193
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 20.0], [10.0, 7.0], [5.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 531
loss: 0.9135861737387521
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 532
loss: 0.9629408748743171
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 8.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 533
loss: 0.923253020245908
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 534
loss: 0.9202857573735549
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 535
loss: 0.9083975791107125
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 536
loss: 0.9014935279222128
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 537
loss: 0.9026371912198132
dilation rates: [[6.0, 4.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [5.0, 15.0], [5.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 8.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 538
loss: 0.8961524205273746
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 20.0], [10.0, 7.0], [5.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 539
loss: 0.8962106682737851
dilation rates: [[6.0, 3.0], [2.0, 9.0], [2.0, 20.0], [10.0, 7.0], [5.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 540
loss: 0.9037873603506572
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 8.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 541
loss: 0.8930630372141912
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 542
loss: 0.9022259790501836
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 543
loss: 0.8980592020920345
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [5.0, 9.0], [16.0, 28.0]]
epoch: 544
loss: 0.91992878158521
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 545
loss: 0.898195860984688
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 546
loss: 0.8943701246367072
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 547
loss: 0.9263111675664577
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 548
loss: 0.8992959778704401
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 549
loss: 0.9019202546040583
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
IOU: [97.98, 85.14, 91.93, 74.62, 59.72, 60.07, 60.19, 75.09, 92.59, 73.68, 94.96, 79.06, 63.23, 94.11, 85.3, 88.86, 85.57, 62.04, 73.44]
mIOU: 78.82, mIOU_reduced: 77.37, accuracy: 95.96
epoch: 550
loss: 0.9223199820463559
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 551
loss: 0.8990377551674293
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 552
loss: 0.9014352128802356
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [5.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 553
loss: 0.8979613414283172
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 554
loss: 0.9080967184860036
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 555
loss: 0.8987211753970467
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [5.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 556
loss: 0.9077788000831956
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 557
loss: 0.9096321133973961
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [5.0, 15.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 558
loss: 0.9078816816828768
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 12.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 559
loss: 0.9069509760300685
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 560
loss: 0.9055746722331245
dilation rates: [[5.0, 4.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 561
loss: 0.9181798199354778
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 562
loss: 0.90476609787084
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 563
loss: 0.8988025064841942
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 564
loss: 0.889565818320771
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 565
loss: 0.9142074830795762
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [5.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 566
loss: 0.901486544153108
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 567
loss: 0.8961197081524106
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 568
loss: 0.9020820710516195
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 569
loss: 0.8966260463136682
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 570
loss: 0.8992012990509859
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 571
loss: 0.9149607305977202
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [5.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 572
loss: 0.9124318320080981
dilation rates: [[6.0, 3.0], [2.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 573
loss: 0.8958120310361484
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [5.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 574
loss: 0.8928699641733125
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
IOU: [97.95, 84.65, 91.89, 72.77, 68.81, 55.14, 61.43, 73.12, 92.11, 74.09, 94.75, 75.63, 54.13, 92.81, 78.5, 85.62, 80.65, 45.77, 71.7]
mIOU: 76.4, mIOU_reduced: 75.42, accuracy: 95.81
epoch: 575
loss: 0.8957772801548655
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [5.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 576
loss: 0.9210515045625274
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [9.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 577
loss: 0.9043363670599626
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 578
loss: 0.9020952174465777
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 579
loss: 0.9106062922609567
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 580
loss: 0.9201692007653725
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 581
loss: 0.9280515515035198
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 582
loss: 0.9052646469135988
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 583
loss: 0.8956392272826164
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 584
loss: 0.8865655493077045
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 585
loss: 0.8923567635123082
dilation rates: [[6.0, 3.0], [2.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 586
loss: 0.892622493379127
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 587
loss: 0.8979930193742849
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 588
loss: 0.8894523210514526
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 589
loss: 0.8830978565501727
dilation rates: [[5.0, 3.0], [2.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 590
loss: 0.9194779882233264
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [5.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 591
loss: 0.9167402414132922
dilation rates: [[5.0, 4.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 592
loss: 0.8949969682825326
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 593
loss: 0.8932107007173898
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 594
loss: 0.89543987336796
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 595
loss: 0.8903155314482851
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 596
loss: 0.9168160259723663
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 597
loss: 0.8953830734375985
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 598
loss: 0.9021369553930748
dilation rates: [[6.0, 3.0], [2.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 599
loss: 0.8924473971815153
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [4.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
IOU: [98.46, 87.66, 93.08, 76.51, 74.09, 63.06, 64.72, 77.11, 92.65, 72.65, 94.8, 80.01, 62.83, 94.75, 89.65, 90.68, 87.17, 66.71, 75.1]
mIOU: 81.14, mIOU_reduced: 79.64, accuracy: 96.5
epoch: 600
loss: 0.8914904991327892
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 601
loss: 0.8932688270571045
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 602
loss: 0.8820055024140442
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 603
loss: 0.8959386490182393
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 604
loss: 0.8926027624563138
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 605
loss: 0.8865782523759499
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 606
loss: 0.8877758552676521
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 607
loss: 0.8944197216066897
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [5.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 608
loss: 0.8927185328050693
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 609
loss: 0.8926882974563106
dilation rates: [[6.0, 3.0], [2.0, 9.0], [3.0, 20.0], [10.0, 7.0], [5.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 610
loss: 0.8821267734200174
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 611
loss: 0.8865733181001954
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 612
loss: 0.906328171354285
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 613
loss: 0.9072097799470348
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 614
loss: 0.9007059354935923
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 615
loss: 0.899029135154689
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 616
loss: 0.8828743975008687
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 617
loss: 0.8854431449542947
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 618
loss: 0.8979435184034884
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 619
loss: 0.8909423936347258
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 620
loss: 0.8874466060768075
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 15.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 621
loss: 0.8928652235439846
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 622
loss: 0.9093143897397178
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [17.0, 28.0]]
epoch: 623
loss: 0.9278853785607123
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 624
loss: 0.8999233738892639
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [17.0, 29.0]]
IOU: [98.46, 88.19, 93.0, 72.41, 74.85, 63.22, 65.16, 74.77, 92.73, 73.98, 95.04, 78.78, 63.36, 94.25, 85.99, 92.67, 88.15, 61.98, 74.87]
mIOU: 80.63, mIOU_reduced: 79.07, accuracy: 96.44
epoch: 625
loss: 0.8874382567570506
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 626
loss: 0.8853551840177879
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 627
loss: 0.8883452243793944
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 628
loss: 0.8918127705973964
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 629
loss: 0.8864198191100002
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 630
loss: 0.8847039802008511
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 631
loss: 0.8823870228182885
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 632
loss: 0.8840247395401177
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 633
loss: 0.8878165263734106
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 634
loss: 0.8799914146348629
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 635
loss: 0.8788644186637369
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 636
loss: 0.8765078298232523
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 637
loss: 0.8806188786359427
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 638
loss: 0.876150114745039
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 639
loss: 0.8810490930135348
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 640
loss: 0.8907666481035645
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 641
loss: 0.8903054397227028
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 642
loss: 0.8853811117635894
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 643
loss: 0.894578896222576
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 644
loss: 0.9186862715378336
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [4.0, 12.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 645
loss: 0.8895152896505347
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 646
loss: 0.886795355015636
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 647
loss: 0.8951991295210228
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 20.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 648
loss: 0.9067898326755119
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 649
loss: 0.9007810046595912
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [4.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
IOU: [98.42, 87.42, 92.63, 76.72, 74.69, 61.72, 63.63, 76.01, 92.53, 74.17, 94.95, 79.18, 61.2, 94.51, 86.88, 89.99, 83.26, 62.53, 75.09]
mIOU: 80.29, mIOU_reduced: 79.09, accuracy: 96.39
epoch: 650
loss: 0.8916499503471884
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 651
loss: 0.8800736845638345
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 28.0]]
epoch: 652
loss: 0.8812986911716549
dilation rates: [[5.0, 3.0], [2.0, 9.0], [3.0, 21.0], [10.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 653
loss: 0.8861548399320945
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 654
loss: 0.8768311274765823
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [10.0, 7.0], [5.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 655
loss: 0.8905347489541576
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 656
loss: 0.8856222784738936
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 12.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 657
loss: 0.8819415400379814
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 658
loss: 0.8848436716514798
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 15.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 659
loss: 0.8789867751884021
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 21.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 660
loss: 0.8764927477880557
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 661
loss: 0.8744519335058977
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 21.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 662
loss: 0.8827370477986226
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 663
loss: 0.8747185637599312
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 664
loss: 0.8759158167146868
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 20.0], [10.0, 7.0], [5.0, 15.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 665
loss: 0.8813334990481627
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 20.0], [10.0, 7.0], [6.0, 15.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 666
loss: 0.9020366535483417
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [7.0, 6.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 667
loss: 0.8998236967945978
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 668
loss: 0.8778525317594204
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 669
loss: 0.8738645614566891
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 21.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 670
loss: 0.8790566049138522
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 671
loss: 0.8772732053758912
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 8.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 672
loss: 0.8844154087079835
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 673
loss: 0.8846095544951302
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 674
loss: 0.8927047726470754
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
IOU: [98.23, 86.1, 92.18, 71.29, 72.54, 62.35, 61.69, 76.44, 91.62, 72.91, 94.83, 78.74, 61.37, 93.64, 27.62, 59.66, 85.48, 57.47, 74.71]
mIOU: 74.68, mIOU_reduced: 77.88, accuracy: 95.89
epoch: 675
loss: 0.894004406192885
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 676
loss: 0.8909042782497846
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 677
loss: 0.8837027883474728
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 678
loss: 0.8906116488342462
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 21.0], [10.0, 8.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 679
loss: 0.8759233270372663
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 680
loss: 0.8757289818355015
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 681
loss: 0.902206836757572
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 682
loss: 0.8822658633306828
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 683
loss: 0.8751086957993046
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 684
loss: 0.8780212774529436
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 685
loss: 0.8799225295194283
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 686
loss: 0.871107913931394
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 687
loss: 0.8778025024497564
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 688
loss: 0.884131274877056
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 6.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 689
loss: 0.8862678213602936
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 690
loss: 0.8882088777931055
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 691
loss: 0.8984479201004801
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 692
loss: 0.8855500914808792
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 693
loss: 0.8784405188077057
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 21.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 694
loss: 0.8804190791971672
dilation rates: [[6.0, 3.0], [2.0, 9.0], [2.0, 21.0], [10.0, 7.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 695
loss: 0.8786245904485201
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [10.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 696
loss: 0.8956218098165802
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 697
loss: 0.8796719235758628
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 698
loss: 0.878954057731936
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 699
loss: 0.8729570714010072
dilation rates: [[5.0, 3.0], [2.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
IOU: [97.98, 85.09, 92.81, 71.46, 74.53, 61.47, 63.37, 74.63, 92.56, 75.11, 95.0, 78.77, 55.82, 92.97, 60.52, 91.07, 89.33, 65.02, 72.92]
mIOU: 78.44, mIOU_reduced: 78.09, accuracy: 96.12
epoch: 700
loss: 0.8728104369706272
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [14.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 701
loss: 0.8789332026984834
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [14.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 702
loss: 0.875047976932218
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 703
loss: 0.8813762435440644
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [14.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 704
loss: 0.8716058515458612
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 7.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 705
loss: 0.8706091928042574
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 6.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 706
loss: 0.8700057139045082
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 707
loss: 0.8756311642958822
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [14.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 708
loss: 0.881303733394992
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 21.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 709
loss: 0.8738795653466256
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [7.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 710
loss: 0.8720821624252654
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 711
loss: 0.8738105330049717
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 712
loss: 0.8699843191331432
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 21.0], [10.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 713
loss: 0.8607793612414242
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 714
loss: 0.872094227696344
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 715
loss: 0.884876430583989
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 716
loss: 0.8793302404990394
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 717
loss: 0.890781359189117
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 718
loss: 0.8760569599641633
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 719
loss: 0.8806117616490834
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 720
loss: 0.8780324276416532
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [6.0, 6.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 721
loss: 0.8804470641272408
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 722
loss: 0.8802753678664633
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 723
loss: 0.8654735985164819
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 724
loss: 0.863981885844112
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
IOU: [98.51, 88.28, 93.61, 81.37, 78.1, 63.51, 66.91, 78.13, 93.34, 79.1, 95.47, 80.86, 63.6, 95.35, 91.06, 93.59, 89.3, 62.59, 75.41]
mIOU: 82.53, mIOU_reduced: 80.88, accuracy: 96.79
epoch: 725
loss: 0.8703871130393946
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 726
loss: 0.8642184966445519
dilation rates: [[6.0, 2.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 727
loss: 0.8699497521472966
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 21.0], [10.0, 8.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 728
loss: 0.8856053350982578
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 729
loss: 0.8770330527685755
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 730
loss: 0.8657534586669113
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 731
loss: 0.8691178649526587
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 732
loss: 0.8700526923902573
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 733
loss: 0.8768595525745972
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 734
loss: 0.8692168969712499
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 735
loss: 0.8749373441192961
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 736
loss: 0.8724124463197822
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 737
loss: 0.8711517641346576
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 738
loss: 0.8657872667235713
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 739
loss: 0.8658576633798362
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [14.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 740
loss: 0.8706343167113818
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 741
loss: 0.8720720190606359
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 742
loss: 0.8718325700353368
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [14.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 743
loss: 0.8632737797800847
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 744
loss: 0.8647636186142671
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [5.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 745
loss: 0.8658347230078438
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 746
loss: 0.8785844519391038
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 747
loss: 0.8769074460053774
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 748
loss: 0.8674996621597747
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 749
loss: 0.8667344766827773
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
IOU: [98.71, 89.57, 93.65, 81.83, 79.74, 64.42, 66.55, 78.58, 93.26, 79.0, 95.33, 81.39, 65.35, 95.39, 91.61, 93.48, 89.43, 67.77, 77.16]
mIOU: 83.27, mIOU_reduced: 81.73, accuracy: 96.91
epoch: 750
loss: 0.8628762135033234
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 751
loss: 0.8577847586524102
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 752
loss: 0.8702025802179416
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 21.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 753
loss: 0.8674098874017391
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 754
loss: 0.8852833248503197
dilation rates: [[6.0, 3.0], [2.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 755
loss: 0.8661138268385066
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 756
loss: 0.8669430700040632
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 757
loss: 0.8708258635162758
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [14.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 758
loss: 0.8747862239587142
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [2.0, 9.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 759
loss: 0.8781926294076278
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 760
loss: 0.9144139787019123
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 761
loss: 0.8849042890258648
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 762
loss: 0.8740345974397
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [14.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 763
loss: 0.862946089374305
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [14.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 764
loss: 0.8823888577898527
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 765
loss: 0.875645989783898
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 766
loss: 0.8630567900321451
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 767
loss: 0.8631481856519726
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 21.0], [11.0, 8.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 768
loss: 0.8648207785072415
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 769
loss: 0.8599343919259612
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 770
loss: 0.8546424326808771
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 771
loss: 0.8562706763843237
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 772
loss: 0.8632509205747859
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 773
loss: 0.8657389394423929
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 774
loss: 0.8565228260057862
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
IOU: [98.49, 88.19, 93.35, 79.78, 77.78, 63.83, 67.24, 78.42, 93.18, 79.76, 95.31, 80.17, 66.21, 95.06, 92.05, 93.98, 89.82, 66.29, 76.23]
mIOU: 82.9, mIOU_reduced: 81.2, accuracy: 96.72
epoch: 775
loss: 0.8528605180401956
dilation rates: [[6.0, 3.0], [3.0, 9.0], [2.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 776
loss: 0.8560480611390232
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 777
loss: 0.8555546250486155
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 778
loss: 0.856591160396277
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 21.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 779
loss: 0.8577464214667746
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 780
loss: 0.8727260334975159
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [14.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 781
loss: 0.8571177954497975
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 7.0], [14.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 782
loss: 0.8629452145319381
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 783
loss: 0.8612188803984823
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 784
loss: 0.8575435166809416
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 785
loss: 0.8599797360908051
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 786
loss: 0.8540216637646547
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 787
loss: 0.8514235823110501
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [6.0, 6.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 788
loss: 0.8516919785930265
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 789
loss: 0.8595968869424635
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 21.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 790
loss: 0.8557521128160064
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 791
loss: 0.8682954914284192
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 792
loss: 0.8584679300609273
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 793
loss: 0.8499072722850307
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [10.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 794
loss: 0.8552319482998914
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [10.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [14.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 795
loss: 0.858964282933468
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 796
loss: 0.866074174505225
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 797
loss: 0.8590000028709113
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 798
loss: 0.8596332305312706
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 799
loss: 0.8557962871366932
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
IOU: [98.7, 89.69, 93.7, 79.91, 81.48, 64.58, 67.87, 78.53, 93.43, 79.5, 95.6, 81.15, 66.54, 95.17, 88.01, 90.26, 87.68, 66.5, 76.89]
mIOU: 82.9, mIOU_reduced: 81.83, accuracy: 96.91
epoch: 800
loss: 0.8536066638159862
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 22.0], [10.0, 7.0], [5.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 801
loss: 0.8581897832006903
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [14.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 802
loss: 0.8560597091775886
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 21.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 803
loss: 0.8677220400851993
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 804
loss: 0.8622551890012855
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [14.0, 17.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 805
loss: 0.8544313481875828
dilation rates: [[5.0, 3.0], [2.0, 9.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 806
loss: 0.8530423104213679
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 807
loss: 0.8484041914687178
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 808
loss: 0.858081898518971
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 809
loss: 0.8570605087939496
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [14.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 810
loss: 0.8634873382781508
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 811
loss: 0.8540113252428819
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 16.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 812
loss: 0.8488374407390296
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 813
loss: 0.8490069012762764
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 814
loss: 0.8496301369183624
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 16.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 815
loss: 0.8477433811409683
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 816
loss: 0.8496317266044529
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 817
loss: 0.8664914182803598
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 22.0], [10.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 818
loss: 0.868997928596312
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 819
loss: 0.8837523031893963
dilation rates: [[5.0, 3.0], [3.0, 9.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 820
loss: 0.8658699004606167
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [5.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 821
loss: 0.8568573460875568
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 822
loss: 0.8568374437670554
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 823
loss: 0.8536495339760583
dilation rates: [[6.0, 3.0], [3.0, 9.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 824
loss: 0.8544094602358506
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 9.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
IOU: [98.76, 89.96, 94.08, 82.92, 80.13, 66.55, 68.08, 79.05, 93.72, 80.57, 95.57, 81.95, 68.02, 95.56, 93.31, 94.46, 90.7, 68.74, 77.27]
mIOU: 84.18, mIOU_reduced: 82.56, accuracy: 97.08
epoch: 825
loss: 0.8514143617197116
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 826
loss: 0.8505081137479176
dilation rates: [[6.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 827
loss: 0.8493937163309018
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 828
loss: 0.8470528714942492
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 829
loss: 0.8474374888679399
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 830
loss: 0.8478942432436526
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 831
loss: 0.8468988003543995
dilation rates: [[6.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [1.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 832
loss: 0.8606112874048646
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 833
loss: 0.8504463520742231
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 834
loss: 0.8448549769990455
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 835
loss: 0.8497752390698903
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 7.0], [13.0, 17.0], [3.0, 9.0], [16.0, 29.0]]
epoch: 836
loss: 0.8449670708124539
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 837
loss: 0.8493227859795918
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 838
loss: 0.8486302514230052
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 839
loss: 0.8457780435063322
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 7.0], [13.0, 17.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 840
loss: 0.8468162796464384
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 841
loss: 0.8568472028602653
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 842
loss: 0.8592731205549108
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 843
loss: 0.8467145283376017
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 844
loss: 0.8466282985452134
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 845
loss: 0.846251241073081
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 846
loss: 0.8482990547808634
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 847
loss: 0.8496462358033052
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 848
loss: 0.8456234967653653
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 849
loss: 0.8425764172307907
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
IOU: [98.78, 89.76, 94.13, 85.36, 82.75, 67.02, 68.51, 80.33, 93.73, 78.56, 95.52, 82.43, 68.67, 95.52, 92.42, 94.31, 91.1, 71.25, 78.06]
mIOU: 84.64, mIOU_reduced: 83.15, accuracy: 97.11
epoch: 850
loss: 0.838754691835922
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 851
loss: 0.8398672860064265
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 852
loss: 0.8398953058203245
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [4.0, 9.0], [16.0, 29.0]]
epoch: 853
loss: 0.8391263633279756
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 854
loss: 0.8400283067182461
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 855
loss: 0.8392567957326564
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 856
loss: 0.8358498526058988
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 857
loss: 0.8361779265964087
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 858
loss: 0.8371764612362681
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 859
loss: 0.8388993823857901
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 860
loss: 0.8428051718918409
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 861
loss: 0.8363355356976733
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 862
loss: 0.8360371442709101
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 10.0], [5.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 863
loss: 0.8366081236694266
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 864
loss: 0.8355140801398985
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 865
loss: 0.8343636710797587
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 866
loss: 0.8361516623727737
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [2.0, 9.0], [5.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 867
loss: 0.8361203699342666
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 868
loss: 0.8349073114483038
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 869
loss: 0.8314487305105007
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 870
loss: 0.8310013782868187
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 871
loss: 0.8337298159225746
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [10.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 872
loss: 0.8314265726898123
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 873
loss: 0.8346475346297163
dilation rates: [[6.0, 2.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 874
loss: 0.8396680918157375
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
IOU: [98.72, 90.35, 94.3, 85.4, 82.05, 67.07, 69.78, 76.92, 93.73, 80.56, 95.74, 82.34, 68.19, 95.36, 93.7, 94.04, 90.1, 71.06, 78.28]
mIOU: 84.62, mIOU_reduced: 83.12, accuracy: 97.13
epoch: 875
loss: 0.8377391947304598
dilation rates: [[6.0, 2.0], [2.0, 8.0], [3.0, 21.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 876
loss: 0.8349764852479855
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 877
loss: 0.8355385761381844
dilation rates: [[5.0, 2.0], [2.0, 8.0], [3.0, 21.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 878
loss: 0.8377846328344213
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 21.0], [10.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 879
loss: 0.833223288372365
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 880
loss: 0.8348261626085378
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [5.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 881
loss: 0.8393365968756962
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 882
loss: 0.8488691657918939
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 21.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 29.0]]
epoch: 883
loss: 0.8385858007015721
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 21.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 884
loss: 0.8356026147367768
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [5.0, 13.0], [1.0, 11.0], [2.0, 9.0], [5.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 885
loss: 0.8319398585003093
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 886
loss: 0.8340847886377766
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 22.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [2.0, 10.0], [5.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 887
loss: 0.832475526266933
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 888
loss: 0.8373323312278167
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 889
loss: 0.8419878881098488
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 890
loss: 0.839554660331269
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 891
loss: 0.8300025552373878
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 29.0]]
epoch: 892
loss: 0.8296830279211844
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 893
loss: 0.831419626139276
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 894
loss: 0.8283396518450179
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 895
loss: 0.8391145263124721
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 896
loss: 0.8302472377977064
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 897
loss: 0.8336977799367246
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 898
loss: 0.8341037223141314
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 899
loss: 0.8324712245695053
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [98.91, 91.18, 94.3, 86.01, 82.53, 68.01, 70.72, 80.73, 94.0, 82.52, 95.76, 82.95, 68.82, 95.74, 93.38, 93.81, 85.65, 67.42, 77.92]
mIOU: 84.76, mIOU_reduced: 83.6, accuracy: 97.26
epoch: 900
loss: 0.8310440245861282
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 901
loss: 0.8363781126413478
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [5.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 902
loss: 0.8287810272610132
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 903
loss: 0.8287065448024855
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 22.0], [11.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 904
loss: 0.8232891663977627
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [5.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 905
loss: 0.8248777694416486
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 906
loss: 0.8272706708325769
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 907
loss: 0.828770034186851
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 908
loss: 0.8336208564345189
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 909
loss: 0.8267723135135141
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 7.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 910
loss: 0.8257032473515805
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 911
loss: 0.8295802875048554
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 912
loss: 0.8250903021630054
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 913
loss: 0.8235706647145583
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 914
loss: 0.8236500925732099
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 915
loss: 0.8288213815282567
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [6.0, 7.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 916
loss: 0.8221650917409202
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 917
loss: 0.8231676479089095
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 918
loss: 0.8216427081191595
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 7.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 919
loss: 0.820892977687071
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 920
loss: 0.8248753197456834
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 921
loss: 0.8198131207496889
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 922
loss: 0.817818557886484
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 923
loss: 0.8190485178600259
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 924
loss: 0.8195483056905633
dilation rates: [[5.0, 2.0], [3.0, 8.0], [2.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [98.97, 91.69, 94.68, 87.63, 85.06, 68.06, 71.81, 81.49, 94.26, 85.48, 95.86, 83.85, 71.78, 95.95, 94.28, 95.11, 92.48, 75.72, 79.91]
mIOU: 86.53, mIOU_reduced: 85.14, accuracy: 97.45
epoch: 925
loss: 0.8174966882725465
dilation rates: [[5.0, 2.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 926
loss: 0.8183108366304829
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 927
loss: 0.8171307161656393
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 928
loss: 0.8158912268651796
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 929
loss: 0.8184134561894676
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [5.0, 13.0], [2.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 930
loss: 0.813249073407617
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 931
loss: 0.8121253239669008
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 932
loss: 0.8183595507925007
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 933
loss: 0.8148547715855085
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 934
loss: 0.8168176176361225
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 935
loss: 0.8167879180424774
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 936
loss: 0.814607102475408
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 937
loss: 0.8130968435568744
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 938
loss: 0.8159389748551329
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 939
loss: 0.8108628084582667
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 940
loss: 0.8129671001763937
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 941
loss: 0.8103218762555979
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 942
loss: 0.8126634943045778
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 943
loss: 0.8059181143885933
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 944
loss: 0.8132682625324495
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 945
loss: 0.8091678092007264
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 946
loss: 0.8097206244270923
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 947
loss: 0.8089465047082594
dilation rates: [[5.0, 2.0], [3.0, 8.0], [2.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 948
loss: 0.8071554436387005
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 949
loss: 0.8095314351644384
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
IOU: [98.99, 91.9, 94.71, 85.28, 86.17, 68.47, 70.94, 81.49, 93.95, 80.26, 95.9, 84.11, 71.88, 95.96, 94.1, 95.15, 91.61, 74.64, 79.79]
mIOU: 86.07, mIOU_reduced: 84.65, accuracy: 97.4
epoch: 950
loss: 0.8065400796551858
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 951
loss: 0.8066885957520129
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 952
loss: 0.8114281056388732
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 953
loss: 0.810430103183342
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 954
loss: 0.8079586984924457
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 10.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 955
loss: 0.8080484595166922
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 956
loss: 0.8065884773907024
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [4.0, 8.0], [16.0, 30.0]]
epoch: 957
loss: 0.8051804762831481
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 958
loss: 0.8049512170426857
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 10.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 959
loss: 0.8058006848607745
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 960
loss: 0.805312702046012
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 961
loss: 0.8051550080699306
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 962
loss: 0.8045679256663344
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 963
loss: 0.8047315982354951
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 964
loss: 0.8023242808981426
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 965
loss: 0.8009342560845036
dilation rates: [[6.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 10.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 966
loss: 0.8043669150446966
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 10.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 967
loss: 0.8006538121106987
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 968
loss: 0.8032383315848864
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 969
loss: 0.8016995165479898
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 970
loss: 0.8006813501432744
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 971
loss: 0.8014706786601774
dilation rates: [[5.0, 2.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 972
loss: 0.8031520614151582
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 973
loss: 0.7987977144080922
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 10.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 974
loss: 0.8010595266445442
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 10.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.01, 92.09, 94.92, 88.97, 87.34, 69.35, 71.67, 82.33, 94.44, 86.45, 96.01, 84.44, 72.8, 96.11, 94.75, 95.43, 92.26, 75.68, 80.65]
mIOU: 87.09, mIOU_reduced: 85.77, accuracy: 97.56
epoch: 975
loss: 0.7994847014752401
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 976
loss: 0.7989885268672821
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 10.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 977
loss: 0.7977651850693787
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 10.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 978
loss: 0.7981759169684027
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 979
loss: 0.7997339789493842
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 980
loss: 0.7983478045408627
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 981
loss: 0.7964089534799075
dilation rates: [[5.0, 2.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 982
loss: 0.7945927016196712
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 983
loss: 0.8001855680470094
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 984
loss: 0.7900161022140134
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 985
loss: 0.7944991357864872
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 986
loss: 0.7954416268157519
dilation rates: [[5.0, 3.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 987
loss: 0.7982142437163586
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 988
loss: 0.797054486889993
dilation rates: [[5.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 989
loss: 0.7908050706309657
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
epoch: 990
loss: 0.7907158302546646
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.06, 92.59, 95.06, 89.39, 88.09, 70.09, 72.8, 82.53, 94.58, 87.32, 96.05, 84.78, 73.54, 96.21, 94.79, 95.53, 92.21, 77.16, 80.99]
mIOU: 87.51, mIOU_reduced: 86.27, accuracy: 97.64
epoch: 991
loss: 0.7943321673826138
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.06, 92.52, 95.05, 89.59, 88.13, 69.95, 72.93, 82.57, 94.6, 87.19, 96.06, 84.81, 73.39, 96.19, 94.67, 95.46, 91.85, 77.42, 80.97]
mIOU: 87.5, mIOU_reduced: 86.28, accuracy: 97.64
epoch: 992
loss: 0.7922224219768278
dilation rates: [[5.0, 2.0], [3.0, 8.0], [2.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.04, 92.35, 95.01, 89.4, 87.74, 69.88, 72.64, 82.48, 94.55, 86.99, 96.03, 84.76, 73.61, 96.2, 94.84, 95.6, 92.39, 77.21, 81.01]
mIOU: 87.46, mIOU_reduced: 86.18, accuracy: 97.62
epoch: 993
loss: 0.7945416774343236
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [5.0, 16.0], [4.0, 13.0], [1.0, 11.0], [3.0, 10.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.06, 92.5, 95.06, 89.44, 87.61, 70.08, 72.77, 82.57, 94.59, 87.17, 96.05, 84.82, 73.56, 96.2, 94.75, 95.57, 92.26, 76.88, 80.98]
mIOU: 87.47, mIOU_reduced: 86.21, accuracy: 97.64
epoch: 994
loss: 0.7949088750072338
dilation rates: [[6.0, 2.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.07, 92.53, 95.05, 89.21, 87.85, 70.01, 72.85, 82.59, 94.61, 87.29, 96.07, 84.83, 73.81, 96.23, 94.83, 95.53, 92.07, 77.01, 80.87]
mIOU: 87.49, mIOU_reduced: 86.24, accuracy: 97.64
epoch: 995
loss: 0.7929246315758349
dilation rates: [[6.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [3.0, 9.0], [6.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.06, 92.54, 95.06, 89.26, 87.84, 70.07, 72.88, 82.29, 94.61, 87.2, 96.07, 84.8, 73.78, 96.21, 94.78, 95.52, 91.98, 77.29, 80.98]
mIOU: 87.49, mIOU_reduced: 86.25, accuracy: 97.64
epoch: 996
loss: 0.7884721931773946
dilation rates: [[6.0, 3.0], [2.0, 8.0], [3.0, 22.0], [11.0, 7.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [3.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.07, 92.57, 95.08, 89.41, 88.04, 70.11, 72.79, 82.63, 94.63, 87.32, 96.07, 84.82, 73.77, 96.22, 94.87, 95.5, 91.94, 77.22, 81.11]
mIOU: 87.54, mIOU_reduced: 86.3, accuracy: 97.65
epoch: 997
loss: 0.7924963575079694
dilation rates: [[5.0, 2.0], [3.0, 8.0], [2.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 11.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.06, 92.48, 95.05, 89.43, 87.87, 70.08, 72.74, 82.46, 94.6, 87.48, 96.07, 84.83, 73.77, 96.24, 94.78, 95.66, 91.79, 77.28, 81.02]
mIOU: 87.51, mIOU_reduced: 86.28, accuracy: 97.64
epoch: 998
loss: 0.7909263103238998
dilation rates: [[5.0, 2.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [1.0, 11.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.06, 92.46, 95.06, 89.44, 87.87, 70.17, 72.61, 82.49, 94.61, 87.34, 96.06, 84.86, 73.65, 96.19, 94.75, 95.58, 91.8, 77.36, 81.01]
mIOU: 87.49, mIOU_reduced: 86.26, accuracy: 97.64
epoch: 999
loss: 0.7984201610088348
dilation rates: [[5.0, 3.0], [3.0, 8.0], [3.0, 22.0], [11.0, 8.0], [6.0, 16.0], [4.0, 13.0], [2.0, 10.0], [2.0, 9.0], [5.0, 6.0], [13.0, 17.0], [3.0, 8.0], [16.0, 30.0]]
IOU: [99.07, 92.56, 95.07, 89.53, 88.09, 70.18, 72.85, 82.74, 94.63, 87.57, 96.06, 84.89, 73.74, 96.22, 94.79, 95.58, 91.89, 77.18, 81.02]
mIOU: 87.56, mIOU_reduced: 86.34, accuracy: 97.65
Best mIOU: 87.56140457956414
Best global accuracy: 97.6513922214508
Training time 2 days, 13:11:35
mIOUs: [87.56140457956414]
global_accuracies: [97.6513922214508]
