{'model_name': 'L6_decoder26', 'model_type': 'experimental2', 'num_classes': 19, 'ignore_value': 255, 'pretrained_backbone': False, 'epochs': 500, 'max_epochs': 500, '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': 'normalized_cross_entropy', 'eval_while_train': True, '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': 4, 'class_uniform_pct': 0.5, 'train_split': 'train', 'val_split': 'val', 'max_eval': 600, 'validate_train_loader': False, 'eval_print_every': 10000, 'train_print_every': 60, 'pretrained_path': '', 'save_every_k_epochs': 25, 'save_last_k_epochs': 10, 'save_dir': 'checkpoints', 'log_dir': 'logs', 'save_name': 'L6_decoder26_768_res', 'save_best_path': 'checkpoints/L6_decoder26_768_res_run1', 'save_latest_path': 'checkpoints/L6_decoder26_768_res_latest', 'resume_path': 'checkpoints/L6_decoder26_768_res_latest', 'log_path': 'logs/L6_decoder26_768_res_run1.txt'}
run: 1
epoch: 0
loss: 0.9999999930916449
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], [1.0, 1.0]]
IOU: [76.72, 1.63, 17.57, 0.0, 0.0, 0.0, 0.0, 0.0, 37.91, 3.51, 15.68, 0.0, 0.0, 10.64, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 8.61, mIOU_reduced: 10.23, accuracy: 56.85
epoch: 1
loss: 0.9999999908424131
dilation rates: [[2.0, 1.0], [1.0, 2.0], [2.0, 2.0], [2.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 2.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [2.0, 2.0]]
epoch: 2
loss: 0.9999999929309855
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], [2.0, 1.0], [1.0, 2.0], [2.0, 2.0], [2.0, 2.0], [3.0, 3.0]]
epoch: 3
loss: 0.9999999916457102
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: 4
loss: 0.9999999916457102
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], [4.0, 5.0]]
epoch: 5
loss: 0.9999999903604349
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 3.0], [3.0, 2.0], [2.0, 3.0], [2.0, 2.0], [2.0, 3.0], [3.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [4.0, 6.0]]
epoch: 6
loss: 0.9999999930916449
dilation rates: [[2.0, 2.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [2.0, 3.0], [2.0, 3.0], [2.0, 3.0], [3.0, 2.0], [2.0, 2.0], [2.0, 3.0], [3.0, 3.0], [5.0, 7.0]]
epoch: 7
loss: 0.9999999929309855
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 2.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [5.0, 8.0]]
epoch: 8
loss: 0.9999999918063696
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 2.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [6.0, 8.0]]
epoch: 9
loss: 0.9999999922883478
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [6.0, 9.0]]
epoch: 10
loss: 0.9999999903604349
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [3.0, 2.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [6.0, 10.0]]
epoch: 11
loss: 0.9999999916457102
dilation rates: [[3.0, 2.0], [2.0, 2.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [4.0, 3.0], [3.0, 3.0], [3.0, 3.0], [4.0, 3.0], [6.0, 10.0]]
epoch: 12
loss: 0.9999999916457102
dilation rates: [[3.0, 2.0], [2.0, 2.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [4.0, 3.0], [3.0, 3.0], [3.0, 3.0], [4.0, 4.0], [6.0, 11.0]]
epoch: 13
loss: 0.9999999924490073
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 4.0], [4.0, 3.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [4.0, 3.0], [3.0, 3.0], [3.0, 3.0], [4.0, 4.0], [6.0, 11.0]]
epoch: 14
loss: 0.999999991163732
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [4.0, 3.0], [2.0, 4.0], [3.0, 4.0], [2.0, 4.0], [4.0, 2.0], [3.0, 3.0], [3.0, 4.0], [4.0, 4.0], [6.0, 12.0]]
epoch: 15
loss: 0.9999999935736232
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 4.0], [4.0, 4.0], [2.0, 4.0], [3.0, 4.0], [3.0, 4.0], [4.0, 3.0], [3.0, 3.0], [3.0, 4.0], [4.0, 4.0], [7.0, 12.0]]
epoch: 16
loss: 0.9999999945375797
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 4.0], [4.0, 4.0], [2.0, 4.0], [3.0, 4.0], [2.0, 5.0], [4.0, 2.0], [3.0, 3.0], [3.0, 4.0], [4.0, 4.0], [6.0, 13.0]]
epoch: 17
loss: 0.9999999934129638
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 4.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [4.0, 3.0], [3.0, 3.0], [3.0, 4.0], [4.0, 4.0], [7.0, 13.0]]
epoch: 18
loss: 0.9999999922883478
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 4.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [4.0, 3.0], [3.0, 3.0], [3.0, 4.0], [5.0, 4.0], [7.0, 13.0]]
epoch: 19
loss: 0.9999999922883478
dilation rates: [[3.0, 2.0], [2.0, 2.0], [2.0, 4.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [4.0, 2.0], [3.0, 3.0], [3.0, 4.0], [5.0, 4.0], [7.0, 13.0]]
epoch: 20
loss: 0.9999999914850507
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 5.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [4.0, 3.0], [3.0, 3.0], [3.0, 4.0], [5.0, 4.0], [7.0, 13.0]]
epoch: 21
loss: 0.9999999926096667
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [4.0, 2.0], [3.0, 3.0], [4.0, 4.0], [5.0, 4.0], [7.0, 14.0]]
epoch: 22
loss: 0.9999999926096667
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [4.0, 2.0], [3.0, 3.0], [4.0, 4.0], [5.0, 4.0], [7.0, 14.0]]
epoch: 23
loss: 0.9999999918063696
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [5.0, 2.0], [3.0, 3.0], [4.0, 4.0], [5.0, 5.0], [8.0, 14.0]]
epoch: 24
loss: 0.999999991967029
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [5.0, 2.0], [3.0, 3.0], [4.0, 4.0], [5.0, 5.0], [8.0, 14.0]]
IOU: [95.83, 67.92, 84.78, 32.15, 34.68, 39.39, 20.9, 50.28, 86.51, 48.25, 89.73, 59.14, 15.31, 84.01, 6.14, 43.06, 28.69, 7.76, 52.44]
mIOU: 49.84, mIOU_reduced: 54.32, accuracy: 91.42
epoch: 25
loss: 0.9999999916457102
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [5.0, 2.0], [3.0, 4.0], [3.0, 4.0], [5.0, 5.0], [8.0, 14.0]]
epoch: 26
loss: 0.999999991163732
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 5.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 6.0], [5.0, 2.0], [3.0, 4.0], [4.0, 4.0], [5.0, 5.0], [8.0, 15.0]]
epoch: 27
loss: 0.9999999922883478
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 6.0], [4.0, 4.0], [2.0, 6.0], [5.0, 3.0], [3.0, 3.0], [4.0, 5.0], [5.0, 5.0], [8.0, 15.0]]
epoch: 28
loss: 0.9999999922883478
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 6.0], [3.0, 4.0], [2.0, 6.0], [5.0, 3.0], [3.0, 4.0], [4.0, 5.0], [5.0, 5.0], [8.0, 15.0]]
epoch: 29
loss: 0.9999999901997754
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [5.0, 4.0], [1.0, 6.0], [3.0, 4.0], [2.0, 6.0], [5.0, 2.0], [3.0, 3.0], [3.0, 4.0], [5.0, 5.0], [8.0, 15.0]]
epoch: 30
loss: 0.9999999932523044
dilation rates: [[3.0, 2.0], [3.0, 3.0], [2.0, 5.0], [5.0, 4.0], [2.0, 6.0], [3.0, 5.0], [2.0, 6.0], [5.0, 3.0], [3.0, 3.0], [4.0, 5.0], [6.0, 5.0], [8.0, 15.0]]
epoch: 31
loss: 0.9999999914850507
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 6.0], [3.0, 4.0], [2.0, 6.0], [5.0, 2.0], [3.0, 3.0], [4.0, 5.0], [6.0, 5.0], [8.0, 15.0]]
epoch: 32
loss: 0.9999999921276884
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 6.0], [5.0, 4.0], [2.0, 6.0], [3.0, 5.0], [2.0, 6.0], [5.0, 3.0], [3.0, 3.0], [4.0, 5.0], [6.0, 5.0], [8.0, 15.0]]
epoch: 33
loss: 0.9999999930916449
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 6.0], [4.0, 4.0], [2.0, 6.0], [3.0, 5.0], [2.0, 6.0], [5.0, 3.0], [3.0, 3.0], [4.0, 5.0], [6.0, 5.0], [8.0, 16.0]]
epoch: 34
loss: 0.9999999921276884
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 6.0], [5.0, 4.0], [2.0, 6.0], [4.0, 5.0], [2.0, 6.0], [5.0, 3.0], [3.0, 4.0], [4.0, 5.0], [6.0, 5.0], [9.0, 16.0]]
epoch: 35
loss: 0.9999999890751594
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 6.0], [4.0, 4.0], [2.0, 6.0], [4.0, 5.0], [2.0, 6.0], [5.0, 3.0], [3.0, 4.0], [4.0, 5.0], [6.0, 5.0], [9.0, 16.0]]
epoch: 36
loss: 0.9999999921276884
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 6.0], [5.0, 4.0], [2.0, 6.0], [3.0, 5.0], [2.0, 6.0], [5.0, 2.0], [3.0, 3.0], [4.0, 5.0], [6.0, 5.0], [9.0, 16.0]]
epoch: 37
loss: 0.9999999882718623
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 6.0], [5.0, 4.0], [2.0, 6.0], [3.0, 4.0], [2.0, 6.0], [5.0, 2.0], [3.0, 3.0], [4.0, 5.0], [6.0, 5.0], [8.0, 16.0]]
epoch: 38
loss: 0.999999991163732
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 6.0], [4.0, 4.0], [1.0, 6.0], [4.0, 4.0], [2.0, 6.0], [5.0, 2.0], [3.0, 3.0], [4.0, 5.0], [6.0, 5.0], [8.0, 16.0]]
epoch: 39
loss: 0.9999999901997754
dilation rates: [[3.0, 2.0], [3.0, 3.0], [2.0, 6.0], [5.0, 5.0], [2.0, 6.0], [4.0, 5.0], [2.0, 7.0], [5.0, 3.0], [3.0, 4.0], [4.0, 5.0], [6.0, 5.0], [9.0, 16.0]]
epoch: 40
loss: 0.9999999898784565
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 6.0], [5.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [5.0, 2.0], [3.0, 4.0], [4.0, 5.0], [6.0, 5.0], [8.0, 16.0]]
epoch: 41
loss: 0.9999999910030725
dilation rates: [[4.0, 2.0], [3.0, 3.0], [2.0, 6.0], [5.0, 4.0], [2.0, 7.0], [3.0, 5.0], [2.0, 7.0], [5.0, 2.0], [3.0, 4.0], [4.0, 5.0], [6.0, 5.0], [9.0, 17.0]]
epoch: 42
loss: 0.9999999924490073
dilation rates: [[4.0, 2.0], [2.0, 3.0], [3.0, 6.0], [5.0, 5.0], [2.0, 7.0], [3.0, 5.0], [2.0, 7.0], [5.0, 2.0], [3.0, 3.0], [4.0, 5.0], [6.0, 5.0], [9.0, 17.0]]
epoch: 43
loss: 0.9999999922883478
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 6.0], [5.0, 4.0], [1.0, 7.0], [4.0, 5.0], [2.0, 7.0], [5.0, 2.0], [3.0, 3.0], [4.0, 5.0], [6.0, 6.0], [9.0, 17.0]]
epoch: 44
loss: 0.9999999906817536
dilation rates: [[4.0, 2.0], [3.0, 3.0], [2.0, 6.0], [5.0, 5.0], [2.0, 7.0], [3.0, 5.0], [2.0, 7.0], [5.0, 3.0], [3.0, 3.0], [4.0, 5.0], [6.0, 6.0], [9.0, 17.0]]
epoch: 45
loss: 0.9999999918063696
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 7.0], [5.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [5.0, 3.0], [3.0, 4.0], [4.0, 5.0], [6.0, 6.0], [9.0, 17.0]]
epoch: 46
loss: 0.999999991967029
dilation rates: [[4.0, 2.0], [3.0, 3.0], [2.0, 7.0], [5.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [5.0, 3.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [9.0, 17.0]]
epoch: 47
loss: 0.9999999897177971
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 7.0], [5.0, 5.0], [2.0, 7.0], [3.0, 5.0], [2.0, 7.0], [5.0, 2.0], [3.0, 4.0], [4.0, 5.0], [6.0, 6.0], [9.0, 17.0]]
epoch: 48
loss: 0.9999999905210942
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 7.0], [5.0, 4.0], [2.0, 7.0], [3.0, 5.0], [2.0, 7.0], [5.0, 2.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [9.0, 17.0]]
epoch: 49
loss: 0.9999999914850507
dilation rates: [[4.0, 3.0], [3.0, 4.0], [2.0, 7.0], [5.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [5.0, 2.0], [4.0, 4.0], [4.0, 5.0], [7.0, 6.0], [9.0, 17.0]]
IOU: [96.58, 70.63, 87.83, 27.74, 39.96, 48.63, 44.56, 58.0, 89.29, 55.94, 92.64, 64.78, 38.61, 88.9, 44.62, 58.53, 38.2, 13.4, 58.17]
mIOU: 58.79, mIOU_reduced: 60.98, accuracy: 92.89
epoch: 50
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 3.0], [2.0, 7.0], [5.0, 5.0], [2.0, 7.0], [3.0, 5.0], [2.0, 7.0], [6.0, 2.0], [3.0, 3.0], [4.0, 5.0], [6.0, 5.0], [10.0, 17.0]]
epoch: 51
loss: 0.9999999927703261
dilation rates: [[4.0, 2.0], [3.0, 3.0], [3.0, 7.0], [5.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [6.0, 2.0], [4.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 17.0]]
epoch: 52
loss: 0.9999999927703261
dilation rates: [[3.0, 2.0], [3.0, 3.0], [3.0, 7.0], [5.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [6.0, 3.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [9.0, 17.0]]
epoch: 53
loss: 0.999999990039116
dilation rates: [[4.0, 2.0], [2.0, 4.0], [3.0, 7.0], [5.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [5.0, 2.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [9.0, 18.0]]
epoch: 54
loss: 0.9999999908424131
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 7.0], [5.0, 5.0], [2.0, 7.0], [4.0, 5.0], [1.0, 7.0], [6.0, 3.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 55
loss: 0.9999999918063696
dilation rates: [[4.0, 2.0], [3.0, 3.0], [3.0, 7.0], [5.0, 5.0], [2.0, 7.0], [3.0, 5.0], [1.0, 7.0], [6.0, 2.0], [3.0, 3.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 56
loss: 0.9999999914850507
dilation rates: [[4.0, 3.0], [3.0, 4.0], [2.0, 7.0], [5.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 7.0], [6.0, 3.0], [4.0, 3.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 57
loss: 0.9999999924490073
dilation rates: [[4.0, 2.0], [3.0, 3.0], [2.0, 7.0], [5.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 2.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [9.0, 18.0]]
epoch: 58
loss: 0.9999999901997754
dilation rates: [[4.0, 2.0], [2.0, 4.0], [3.0, 7.0], [5.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 3.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 59
loss: 0.9999999906817536
dilation rates: [[4.0, 2.0], [3.0, 3.0], [2.0, 7.0], [5.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 2.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 60
loss: 0.9999999905210942
dilation rates: [[4.0, 3.0], [2.0, 3.0], [3.0, 8.0], [6.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 3.0], [4.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 61
loss: 0.9999999910030725
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 8.0], [6.0, 5.0], [2.0, 8.0], [4.0, 5.0], [1.0, 8.0], [6.0, 3.0], [4.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 62
loss: 0.9999999910030725
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 7.0], [5.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 2.0], [3.0, 3.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 63
loss: 0.9999999892358189
dilation rates: [[4.0, 3.0], [3.0, 3.0], [2.0, 8.0], [5.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 3.0], [4.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 64
loss: 0.999999990039116
dilation rates: [[4.0, 2.0], [2.0, 3.0], [3.0, 7.0], [5.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 2.0], [4.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 65
loss: 0.9999999926096667
dilation rates: [[4.0, 2.0], [3.0, 3.0], [2.0, 8.0], [6.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 2.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 66
loss: 0.9999999906817536
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 8.0], [6.0, 5.0], [2.0, 8.0], [4.0, 5.0], [1.0, 8.0], [6.0, 2.0], [4.0, 3.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 67
loss: 0.9999999901997754
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 8.0], [6.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 3.0], [4.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 68
loss: 0.9999999901997754
dilation rates: [[4.0, 2.0], [3.0, 4.0], [2.0, 7.0], [6.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 3.0], [4.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 18.0]]
epoch: 69
loss: 0.9999999916457102
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 8.0], [6.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 3.0], [4.0, 4.0], [4.0, 6.0], [8.0, 6.0], [10.0, 19.0]]
epoch: 70
loss: 0.999999991163732
dilation rates: [[4.0, 3.0], [3.0, 4.0], [2.0, 8.0], [6.0, 5.0], [2.0, 8.0], [3.0, 5.0], [2.0, 8.0], [6.0, 2.0], [4.0, 4.0], [4.0, 6.0], [8.0, 6.0], [10.0, 19.0]]
epoch: 71
loss: 0.9999999905210942
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 8.0], [6.0, 6.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 2.0], [3.0, 4.0], [5.0, 6.0], [7.0, 6.0], [10.0, 19.0]]
epoch: 72
loss: 0.9999999914850507
dilation rates: [[4.0, 2.0], [2.0, 4.0], [3.0, 8.0], [6.0, 5.0], [2.0, 8.0], [4.0, 6.0], [2.0, 8.0], [6.0, 3.0], [4.0, 4.0], [4.0, 7.0], [7.0, 7.0], [10.0, 19.0]]
epoch: 73
loss: 0.9999999895571378
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 8.0], [6.0, 6.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 3.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 19.0]]
epoch: 74
loss: 0.9999999924490073
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 8.0], [6.0, 5.0], [2.0, 8.0], [4.0, 6.0], [2.0, 8.0], [6.0, 3.0], [3.0, 4.0], [4.0, 6.0], [7.0, 6.0], [10.0, 19.0]]
IOU: [96.71, 75.73, 87.93, 37.74, 45.23, 49.73, 48.02, 63.03, 89.56, 57.07, 92.72, 68.16, 45.81, 88.04, 16.5, 59.15, 52.52, 28.86, 62.45]
mIOU: 61.31, mIOU_reduced: 64.8, accuracy: 93.35
epoch: 75
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [3.0, 3.0], [2.0, 8.0], [6.0, 6.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 3.0], [3.0, 3.0], [4.0, 6.0], [7.0, 6.0], [10.0, 19.0]]
epoch: 76
loss: 0.999999990039116
dilation rates: [[4.0, 2.0], [3.0, 4.0], [2.0, 8.0], [5.0, 6.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [6.0, 3.0], [4.0, 4.0], [4.0, 6.0], [8.0, 6.0], [10.0, 19.0]]
epoch: 77
loss: 0.9999999930916449
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 8.0], [6.0, 6.0], [2.0, 8.0], [4.0, 6.0], [2.0, 8.0], [6.0, 3.0], [4.0, 4.0], [5.0, 6.0], [8.0, 6.0], [11.0, 19.0]]
epoch: 78
loss: 0.9999999901997754
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 8.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 8.0], [6.0, 3.0], [3.0, 4.0], [5.0, 6.0], [8.0, 7.0], [11.0, 19.0]]
epoch: 79
loss: 0.9999999924490073
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 8.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 8.0], [6.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 19.0]]
epoch: 80
loss: 0.9999999913243913
dilation rates: [[4.0, 2.0], [2.0, 3.0], [3.0, 8.0], [6.0, 5.0], [2.0, 9.0], [4.0, 6.0], [2.0, 8.0], [6.0, 3.0], [4.0, 4.0], [4.0, 7.0], [8.0, 7.0], [10.0, 19.0]]
epoch: 81
loss: 0.999999991163732
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 8.0], [5.0, 5.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 19.0]]
epoch: 82
loss: 0.9999999905210942
dilation rates: [[4.0, 3.0], [2.0, 3.0], [3.0, 8.0], [6.0, 6.0], [2.0, 9.0], [4.0, 5.0], [2.0, 9.0], [6.0, 3.0], [3.0, 4.0], [4.0, 6.0], [8.0, 7.0], [11.0, 19.0]]
epoch: 83
loss: 0.9999999926096667
dilation rates: [[4.0, 2.0], [2.0, 4.0], [3.0, 8.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 19.0]]
epoch: 84
loss: 0.9999999924490073
dilation rates: [[4.0, 3.0], [3.0, 4.0], [2.0, 8.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 19.0]]
epoch: 85
loss: 0.9999999906817536
dilation rates: [[4.0, 3.0], [3.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 19.0]]
epoch: 86
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [3.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 87
loss: 0.9999999924490073
dilation rates: [[4.0, 3.0], [3.0, 4.0], [3.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 88
loss: 0.9999999916457102
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 89
loss: 0.9999999918063696
dilation rates: [[4.0, 2.0], [3.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 2.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 90
loss: 0.9999999921276884
dilation rates: [[4.0, 3.0], [3.0, 3.0], [3.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 2.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 91
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [3.0, 4.0], [3.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 92
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [3.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 2.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 93
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [3.0, 4.0], [3.0, 9.0], [6.0, 6.0], [2.0, 9.0], [5.0, 6.0], [2.0, 9.0], [6.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 94
loss: 0.9999999916457102
dilation rates: [[4.0, 3.0], [3.0, 4.0], [3.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [1.0, 9.0], [6.0, 3.0], [4.0, 4.0], [4.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 95
loss: 0.9999999901997754
dilation rates: [[4.0, 2.0], [2.0, 4.0], [3.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 2.0], [3.0, 4.0], [4.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 96
loss: 0.9999999924490073
dilation rates: [[4.0, 2.0], [2.0, 4.0], [3.0, 9.0], [6.0, 6.0], [2.0, 9.0], [5.0, 6.0], [2.0, 9.0], [6.0, 3.0], [4.0, 4.0], [5.0, 6.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 97
loss: 0.9999999922883478
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [7.0, 3.0], [4.0, 4.0], [5.0, 6.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 98
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 3.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 99
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 9.0], [6.0, 6.0], [2.0, 9.0], [5.0, 6.0], [2.0, 9.0], [7.0, 3.0], [4.0, 4.0], [5.0, 6.0], [8.0, 7.0], [11.0, 20.0]]
IOU: [96.75, 74.57, 88.6, 41.85, 45.8, 52.87, 49.95, 65.88, 89.98, 57.5, 93.11, 70.22, 43.34, 90.04, 40.54, 61.05, 53.95, 33.76, 64.95]
mIOU: 63.93, mIOU_reduced: 66.2, accuracy: 93.81
epoch: 100
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [3.0, 3.0], [2.0, 9.0], [6.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [6.0, 2.0], [4.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 101
loss: 0.9999999938949421
dilation rates: [[4.0, 2.0], [3.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 9.0], [5.0, 6.0], [2.0, 9.0], [6.0, 3.0], [3.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 102
loss: 0.9999999922883478
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 103
loss: 0.999999991967029
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [7.0, 2.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 104
loss: 0.9999999903604349
dilation rates: [[4.0, 2.0], [3.0, 4.0], [2.0, 10.0], [6.0, 6.0], [2.0, 10.0], [5.0, 6.0], [2.0, 9.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [11.0, 20.0]]
epoch: 105
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [7.0, 2.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 106
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 10.0], [5.0, 6.0], [2.0, 9.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 107
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 9.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [7.0, 2.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [11.0, 20.0]]
epoch: 108
loss: 0.9999999927703261
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 10.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 109
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [2.0, 4.0], [3.0, 10.0], [6.0, 6.0], [2.0, 10.0], [5.0, 6.0], [2.0, 9.0], [7.0, 2.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 110
loss: 0.9999999929309855
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 9.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [11.0, 20.0]]
epoch: 111
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 10.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [7.0, 3.0], [3.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 112
loss: 0.9999999913243913
dilation rates: [[4.0, 2.0], [3.0, 4.0], [2.0, 10.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 113
loss: 0.999999991163732
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 10.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [7.0, 3.0], [3.0, 4.0], [5.0, 7.0], [8.0, 7.0], [11.0, 20.0]]
epoch: 114
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 10.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 115
loss: 0.9999999908424131
dilation rates: [[4.0, 2.0], [3.0, 4.0], [2.0, 10.0], [7.0, 7.0], [2.0, 10.0], [4.0, 6.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 116
loss: 0.9999999937342826
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 10.0], [6.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 117
loss: 0.9999999930916449
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 10.0], [6.0, 7.0], [2.0, 10.0], [4.0, 6.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 20.0]]
epoch: 118
loss: 0.9999999934129638
dilation rates: [[4.0, 2.0], [2.0, 4.0], [3.0, 10.0], [7.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 119
loss: 0.999999991163732
dilation rates: [[4.0, 3.0], [3.0, 4.0], [2.0, 10.0], [6.0, 6.0], [2.0, 10.0], [5.0, 6.0], [2.0, 10.0], [7.0, 2.0], [3.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 120
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 10.0], [6.0, 7.0], [2.0, 10.0], [4.0, 6.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 121
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 10.0], [7.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 122
loss: 0.9999999929309855
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 10.0], [7.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [5.0, 8.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 123
loss: 0.9999999935736232
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 10.0], [6.0, 6.0], [2.0, 10.0], [5.0, 6.0], [2.0, 10.0], [7.0, 2.0], [3.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 124
loss: 0.9999999929309855
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 10.0], [6.0, 7.0], [2.0, 10.0], [5.0, 6.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 8.0], [9.0, 8.0], [12.0, 21.0]]
IOU: [96.61, 74.61, 88.62, 34.69, 38.94, 52.3, 43.47, 63.43, 89.85, 55.17, 92.9, 70.3, 47.95, 91.34, 57.47, 66.89, 59.07, 35.39, 61.36]
mIOU: 64.23, mIOU_reduced: 64.81, accuracy: 93.66
epoch: 125
loss: 0.9999999916457102
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 10.0], [7.0, 7.0], [2.0, 10.0], [5.0, 6.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [5.0, 8.0], [9.0, 8.0], [12.0, 21.0]]
epoch: 126
loss: 0.9999999929309855
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 10.0], [7.0, 7.0], [2.0, 10.0], [5.0, 6.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 127
loss: 0.9999999926096667
dilation rates: [[4.0, 3.0], [2.0, 4.0], [3.0, 10.0], [6.0, 7.0], [2.0, 10.0], [4.0, 7.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 128
loss: 0.9999999914850507
dilation rates: [[4.0, 3.0], [2.0, 5.0], [3.0, 10.0], [6.0, 7.0], [2.0, 10.0], [5.0, 6.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 8.0], [9.0, 8.0], [12.0, 21.0]]
epoch: 129
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 10.0], [6.0, 6.0], [1.0, 10.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 130
loss: 0.9999999924490073
dilation rates: [[4.0, 3.0], [3.0, 5.0], [3.0, 10.0], [7.0, 6.0], [2.0, 10.0], [5.0, 6.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 131
loss: 0.9999999932523044
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 10.0], [7.0, 7.0], [2.0, 10.0], [5.0, 7.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 132
loss: 0.999999991967029
dilation rates: [[4.0, 2.0], [3.0, 5.0], [2.0, 10.0], [6.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [6.0, 8.0], [9.0, 8.0], [12.0, 21.0]]
epoch: 133
loss: 0.9999999927703261
dilation rates: [[5.0, 2.0], [3.0, 5.0], [2.0, 10.0], [6.0, 7.0], [2.0, 10.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 134
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 10.0], [7.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 8.0], [9.0, 8.0], [12.0, 21.0]]
epoch: 135
loss: 0.9999999901997754
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 10.0], [7.0, 7.0], [2.0, 10.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 8.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 136
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [3.0, 4.0], [2.0, 10.0], [7.0, 7.0], [2.0, 11.0], [4.0, 6.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 137
loss: 0.9999999927703261
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 10.0], [7.0, 7.0], [2.0, 11.0], [5.0, 6.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [5.0, 7.0], [9.0, 7.0], [12.0, 21.0]]
epoch: 138
loss: 0.9999999938949421
dilation rates: [[4.0, 3.0], [3.0, 4.0], [3.0, 10.0], [6.0, 6.0], [2.0, 11.0], [5.0, 6.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [5.0, 7.0], [9.0, 8.0], [13.0, 21.0]]
epoch: 139
loss: 0.9999999924490073
dilation rates: [[4.0, 3.0], [3.0, 4.0], [3.0, 10.0], [7.0, 6.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [3.0, 4.0], [5.0, 8.0], [9.0, 8.0], [13.0, 21.0]]
epoch: 140
loss: 0.9999999934129638
dilation rates: [[4.0, 3.0], [2.0, 5.0], [3.0, 10.0], [7.0, 7.0], [2.0, 11.0], [5.0, 6.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [6.0, 8.0], [9.0, 8.0], [13.0, 21.0]]
epoch: 141
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 10.0], [7.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 5.0], [6.0, 7.0], [9.0, 8.0], [12.0, 21.0]]
epoch: 142
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 10.0], [6.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 5.0], [5.0, 8.0], [9.0, 8.0], [13.0, 21.0]]
epoch: 143
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 10.0], [7.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [6.0, 8.0], [9.0, 8.0], [13.0, 21.0]]
epoch: 144
loss: 0.9999999929309855
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 10.0], [7.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [6.0, 8.0], [9.0, 8.0], [12.0, 21.0]]
epoch: 145
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 10.0], [6.0, 7.0], [1.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 21.0]]
epoch: 146
loss: 0.9999999916457102
dilation rates: [[5.0, 2.0], [2.0, 5.0], [3.0, 10.0], [7.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 21.0]]
epoch: 147
loss: 0.9999999924490073
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 10.0], [6.0, 7.0], [2.0, 11.0], [5.0, 6.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 8.0], [9.0, 8.0], [13.0, 21.0]]
epoch: 148
loss: 0.9999999908424131
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 10.0], [6.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 21.0]]
epoch: 149
loss: 0.9999999932523044
dilation rates: [[5.0, 2.0], [2.0, 5.0], [2.0, 10.0], [7.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 5.0], [5.0, 8.0], [9.0, 8.0], [13.0, 21.0]]
IOU: [97.22, 78.25, 89.57, 31.85, 45.3, 50.28, 53.82, 65.02, 90.64, 60.24, 93.93, 72.15, 48.2, 89.86, 13.17, 60.72, 27.59, 33.97, 67.17]
mIOU: 61.52, mIOU_reduced: 66.72, accuracy: 94.15
epoch: 150
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [6.0, 7.0], [2.0, 11.0], [4.0, 7.0], [3.0, 10.0], [7.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 21.0]]
epoch: 151
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 11.0], [6.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [13.0, 21.0]]
epoch: 152
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 21.0]]
epoch: 153
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [12.0, 21.0]]
epoch: 154
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 11.0], [6.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [7.0, 2.0], [3.0, 4.0], [6.0, 8.0], [10.0, 7.0], [13.0, 21.0]]
epoch: 155
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 10.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [9.0, 8.0], [13.0, 21.0]]
epoch: 156
loss: 0.9999999922883478
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 11.0], [6.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 10.0], [7.0, 2.0], [4.0, 4.0], [5.0, 8.0], [9.0, 8.0], [12.0, 22.0]]
epoch: 157
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 10.0], [8.0, 3.0], [4.0, 5.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 158
loss: 0.9999999932523044
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 10.0], [8.0, 3.0], [4.0, 5.0], [5.0, 8.0], [9.0, 8.0], [13.0, 22.0]]
epoch: 159
loss: 0.9999999937342826
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 10.0], [8.0, 3.0], [4.0, 5.0], [5.0, 8.0], [9.0, 8.0], [13.0, 22.0]]
epoch: 160
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 10.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 161
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 162
loss: 0.999999991967029
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 10.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 163
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [7.0, 3.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 164
loss: 0.9999999926096667
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [7.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 165
loss: 0.9999999927703261
dilation rates: [[4.0, 3.0], [2.0, 4.0], [3.0, 11.0], [6.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 166
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 10.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 167
loss: 0.9999999942162608
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 168
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 2.0], [4.0, 5.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 169
loss: 0.9999999924490073
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 170
loss: 0.9999999938949421
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 171
loss: 0.9999999945375797
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 2.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 172
loss: 0.9999999946982392
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 2.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 173
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 174
loss: 0.9999999929309855
dilation rates: [[4.0, 3.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
IOU: [96.15, 75.25, 89.52, 52.18, 50.69, 53.65, 54.07, 66.6, 90.68, 58.52, 93.4, 71.84, 50.82, 92.01, 66.2, 66.61, 68.4, 37.11, 67.28]
mIOU: 68.47, mIOU_reduced: 68.74, accuracy: 94.1
epoch: 175
loss: 0.9999999926096667
dilation rates: [[5.0, 2.0], [3.0, 5.0], [2.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 2.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 176
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 177
loss: 0.9999999942162608
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 178
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 179
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 180
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 181
loss: 0.9999999937342826
dilation rates: [[4.0, 2.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [3.0, 11.0], [8.0, 3.0], [4.0, 5.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 182
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 183
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [2.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 184
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 185
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [14.0, 22.0]]
epoch: 186
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 187
loss: 0.9999999938949421
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 11.0], [7.0, 7.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 188
loss: 0.9999999940556015
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 11.0], [7.0, 7.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 189
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 190
loss: 0.9999999937342826
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [6.0, 7.0], [2.0, 11.0], [8.0, 2.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [14.0, 22.0]]
epoch: 191
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [6.0, 7.0], [3.0, 11.0], [8.0, 2.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [14.0, 22.0]]
epoch: 192
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [14.0, 22.0]]
epoch: 193
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 13.0], [6.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 194
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [6.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 195
loss: 0.999999991967029
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 11.0], [7.0, 7.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 196
loss: 0.999999991967029
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 11.0], [7.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 197
loss: 0.9999999938949421
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 2.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
epoch: 198
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 199
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 2.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 22.0]]
IOU: [97.63, 80.9, 89.94, 46.78, 51.62, 54.9, 56.99, 68.33, 90.05, 53.47, 94.02, 71.98, 48.52, 91.51, 61.07, 73.12, 76.19, 25.27, 55.82]
mIOU: 67.79, mIOU_reduced: 67.36, accuracy: 94.51
epoch: 200
loss: 0.9999999935736232
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 201
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 13.0], [6.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 202
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 203
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [13.0, 23.0]]
epoch: 204
loss: 0.9999999926096667
dilation rates: [[4.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 7.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 205
loss: 0.9999999910030725
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [13.0, 23.0]]
epoch: 206
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [6.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 23.0]]
epoch: 207
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 11.0], [7.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [13.0, 23.0]]
epoch: 208
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 11.0], [7.0, 7.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 209
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 210
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 12.0], [7.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 211
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 13.0], [6.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [11.0, 8.0], [13.0, 23.0]]
epoch: 212
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 213
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 214
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 215
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 11.0], [6.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 216
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [5.0, 8.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 217
loss: 0.9999999926096667
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 218
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 219
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 220
loss: 0.9999999929309855
dilation rates: [[5.0, 2.0], [2.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [6.0, 8.0], [2.0, 11.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 221
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 222
loss: 0.9999999932523044
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 7.0], [2.0, 13.0], [6.0, 8.0], [2.0, 11.0], [8.0, 2.0], [4.0, 5.0], [6.0, 9.0], [10.0, 8.0], [13.0, 23.0]]
epoch: 223
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 11.0], [7.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [5.0, 8.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 224
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 13.0], [6.0, 7.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [14.0, 23.0]]
IOU: [97.61, 80.87, 90.72, 57.28, 51.49, 55.8, 59.65, 68.57, 91.36, 59.04, 94.31, 73.56, 44.68, 92.61, 69.09, 77.07, 67.45, 46.7, 67.9]
mIOU: 70.83, mIOU_reduced: 70.76, accuracy: 94.98
epoch: 225
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 226
loss: 0.9999999927703261
dilation rates: [[5.0, 2.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 13.0], [6.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 4.0], [5.0, 8.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 227
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 228
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 13.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 229
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 230
loss: 0.9999999916457102
dilation rates: [[5.0, 2.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 13.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 231
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 232
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 233
loss: 0.9999999922883478
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 234
loss: 0.9999999926096667
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 235
loss: 0.9999999935736232
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 236
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 237
loss: 0.9999999922883478
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 238
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 239
loss: 0.9999999908424131
dilation rates: [[4.0, 2.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 240
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 241
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 242
loss: 0.9999999934129638
dilation rates: [[4.0, 2.0], [2.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 2.0], [4.0, 5.0], [5.0, 8.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 243
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 244
loss: 0.9999999934129638
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 8.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 245
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 246
loss: 0.9999999927703261
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 247
loss: 0.9999999935736232
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 8.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 248
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 249
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
IOU: [96.87, 77.11, 89.89, 51.67, 50.57, 55.26, 54.02, 69.66, 90.6, 59.48, 92.83, 71.33, 48.7, 90.7, 57.23, 69.62, 69.52, 41.51, 66.74]
mIOU: 68.59, mIOU_reduced: 69.18, accuracy: 94.25
epoch: 250
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 251
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 252
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 253
loss: 0.9999999927703261
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 254
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 255
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 256
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 257
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 258
loss: 0.9999999942162608
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 23.0]]
epoch: 259
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [10.0, 8.0], [14.0, 23.0]]
epoch: 260
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 261
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 262
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 263
loss: 0.9999999950195579
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 264
loss: 0.9999999943769203
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 265
loss: 0.9999999922883478
dilation rates: [[5.0, 2.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 266
loss: 0.9999999929309855
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 267
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 268
loss: 0.9999999932523044
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 269
loss: 0.9999999938949421
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 270
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 271
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 272
loss: 0.9999999924490073
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 273
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 274
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
IOU: [97.54, 80.89, 90.69, 47.1, 51.41, 58.52, 59.85, 70.74, 91.54, 60.58, 94.3, 75.07, 48.63, 92.59, 61.63, 78.33, 60.96, 53.75, 70.21]
mIOU: 70.75, mIOU_reduced: 71.46, accuracy: 95.03
epoch: 275
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 276
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 277
loss: 0.9999999922883478
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 278
loss: 0.9999999935736232
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 279
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 280
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 281
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 282
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [1.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 283
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 284
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 285
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 11.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 286
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 287
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 288
loss: 0.9999999906817536
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 289
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 290
loss: 0.9999999945375797
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 291
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 292
loss: 0.9999999898784565
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 293
loss: 0.9999999927703261
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 294
loss: 0.9999999908424131
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [5.0, 8.0], [1.0, 12.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 295
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 296
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [3.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 297
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 298
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 299
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
IOU: [97.44, 79.61, 90.36, 51.33, 50.67, 57.13, 57.49, 69.5, 91.23, 58.23, 94.39, 74.27, 52.25, 92.49, 72.98, 78.87, 72.54, 47.83, 68.44]
mIOU: 71.42, mIOU_reduced: 70.79, accuracy: 94.88
epoch: 300
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 301
loss: 0.9999999929309855
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 302
loss: 0.999999991967029
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 303
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 304
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 305
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 306
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 307
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 308
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 309
loss: 0.9999999930916449
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 310
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 311
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 312
loss: 0.9999999898784565
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 313
loss: 0.9999999901997754
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 314
loss: 0.9999999905210942
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 315
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 316
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 317
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 318
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [3.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 319
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 320
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 321
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [3.0, 4.0], [5.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 322
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 323
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 324
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
IOU: [97.42, 80.09, 90.07, 48.93, 52.82, 56.15, 59.1, 71.46, 90.52, 58.57, 94.48, 75.4, 51.69, 92.41, 61.14, 73.13, 54.92, 44.66, 69.26]
mIOU: 69.59, mIOU_reduced: 70.81, accuracy: 94.73
epoch: 325
loss: 0.999999991163732
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [5.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 326
loss: 0.9999999914850507
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 327
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [3.0, 5.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 328
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 329
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [5.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 330
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 331
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 332
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 333
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 334
loss: 0.9999999898784565
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 335
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 5.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 336
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 337
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [1.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 338
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 339
loss: 0.9999999901997754
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 24.0]]
epoch: 340
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [8.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 24.0]]
epoch: 341
loss: 0.9999999887538407
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 2.0], [3.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 342
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 5.0], [6.0, 10.0], [12.0, 8.0], [15.0, 24.0]]
epoch: 343
loss: 0.9999999893964783
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 344
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 5.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 345
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 346
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 5.0], [5.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 347
loss: 0.9999999932523044
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [3.0, 5.0], [5.0, 9.0], [12.0, 8.0], [15.0, 24.0]]
epoch: 348
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [8.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 24.0]]
epoch: 349
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
IOU: [97.41, 79.94, 91.07, 44.68, 52.98, 59.31, 62.96, 71.73, 91.5, 60.15, 94.5, 75.46, 47.03, 92.87, 70.23, 78.42, 72.99, 53.39, 70.76]
mIOU: 71.97, mIOU_reduced: 71.61, accuracy: 95.03
epoch: 350
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 351
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [1.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 352
loss: 0.9999999914850507
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [5.0, 10.0], [12.0, 8.0], [15.0, 24.0]]
epoch: 353
loss: 0.999999991967029
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 354
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 355
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 356
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 357
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 358
loss: 0.9999999898784565
dilation rates: [[5.0, 2.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [3.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 359
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 2.0], [3.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 360
loss: 0.9999999893964783
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 361
loss: 0.9999999898784565
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 362
loss: 0.9999999877898841
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [1.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 363
loss: 0.9999999890751594
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 15.0], [6.0, 8.0], [2.0, 12.0], [8.0, 3.0], [3.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 364
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 2.0], [3.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 365
loss: 0.9999999889145
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 24.0]]
epoch: 366
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [5.0, 9.0], [12.0, 8.0], [15.0, 24.0]]
epoch: 367
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 25.0]]
epoch: 368
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [5.0, 9.0], [12.0, 8.0], [15.0, 24.0]]
epoch: 369
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [5.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 370
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 371
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 372
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 373
loss: 0.9999999889145
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 374
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 12.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
IOU: [97.91, 83.06, 91.32, 49.32, 59.26, 59.61, 63.36, 73.23, 91.35, 62.06, 93.96, 77.83, 58.83, 93.51, 75.37, 76.97, 50.8, 55.39, 72.62]
mIOU: 72.93, mIOU_reduced: 73.91, accuracy: 95.39
epoch: 375
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 12.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 376
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 377
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 378
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 12.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 379
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [1.0, 13.0], [8.0, 2.0], [3.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 380
loss: 0.9999999916457102
dilation rates: [[5.0, 2.0], [3.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 381
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 382
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 383
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 384
loss: 0.9999999921276884
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 385
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 386
loss: 0.9999999906817536
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [5.0, 9.0], [12.0, 7.0], [15.0, 24.0]]
epoch: 387
loss: 0.9999999905210942
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 388
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [5.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 389
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 390
loss: 0.9999999901997754
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [5.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 391
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 8.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 392
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 393
loss: 0.9999999892358189
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [5.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 394
loss: 0.9999999897177971
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 8.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 395
loss: 0.9999999897177971
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 396
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 397
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 13.0], [8.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 398
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 399
loss: 0.9999999905210942
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
IOU: [97.87, 82.6, 91.35, 53.42, 53.83, 59.37, 63.57, 72.42, 91.38, 60.15, 94.66, 77.21, 56.23, 93.29, 57.06, 70.53, 53.93, 49.05, 71.01]
mIOU: 71.0, mIOU_reduced: 72.96, accuracy: 95.27
epoch: 400
loss: 0.9999999905210942
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [1.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 401
loss: 0.9999999887538407
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 402
loss: 0.9999999893964783
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [5.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 403
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [8.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 404
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [8.0, 9.0], [2.0, 16.0], [5.0, 8.0], [1.0, 13.0], [9.0, 3.0], [4.0, 4.0], [5.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 405
loss: 0.9999999897177971
dilation rates: [[5.0, 2.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [5.0, 10.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 406
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [8.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 407
loss: 0.9999999884325218
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [8.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 408
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [6.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 409
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [8.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 410
loss: 0.9999999914850507
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 411
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 412
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 413
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [3.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 414
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [5.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 415
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [5.0, 9.0], [11.0, 8.0], [15.0, 24.0]]
epoch: 416
loss: 0.9999999893964783
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [1.0, 13.0], [9.0, 3.0], [3.0, 4.0], [5.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 417
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 418
loss: 0.9999999885931812
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [5.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 419
loss: 0.9999999885931812
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 420
loss: 0.9999999898784565
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [1.0, 13.0], [8.0, 3.0], [4.0, 4.0], [5.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 421
loss: 0.9999999895571378
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 2.0], [3.0, 4.0], [5.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 422
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [1.0, 13.0], [9.0, 2.0], [4.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 423
loss: 0.9999999890751594
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [5.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 424
loss: 0.9999999895571378
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
IOU: [97.93, 82.83, 91.98, 54.7, 56.48, 61.3, 64.99, 74.35, 91.98, 62.12, 94.78, 78.71, 57.85, 93.65, 55.11, 73.62, 74.59, 48.29, 72.46]
mIOU: 73.04, mIOU_reduced: 74.03, accuracy: 95.57
epoch: 425
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 426
loss: 0.9999999893964783
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [3.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 427
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 428
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 429
loss: 0.9999999905210942
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [5.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 430
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [8.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [5.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 431
loss: 0.9999999895571378
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 432
loss: 0.9999999892358189
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 433
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 434
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 435
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 436
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [5.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 437
loss: 0.9999999895571378
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [14.0, 25.0]]
epoch: 438
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [5.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 439
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 440
loss: 0.9999999892358189
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 3.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 441
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 442
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [3.0, 3.0], [5.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 443
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 13.0], [8.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 444
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 445
loss: 0.9999999889145
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [5.0, 10.0], [11.0, 7.0], [14.0, 25.0]]
epoch: 446
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 447
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 448
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [5.0, 9.0], [11.0, 7.0], [14.0, 25.0]]
epoch: 449
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
IOU: [98.06, 84.27, 92.12, 57.84, 58.5, 62.29, 65.36, 74.63, 92.18, 63.07, 94.72, 79.26, 60.07, 93.96, 74.63, 82.93, 78.09, 54.99, 72.7]
mIOU: 75.77, mIOU_reduced: 75.25, accuracy: 95.79
epoch: 450
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 10.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 451
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 452
loss: 0.9999999882718623
dilation rates: [[5.0, 3.0], [2.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 2.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 453
loss: 0.9999999898784565
dilation rates: [[5.0, 2.0], [3.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [1.0, 13.0], [8.0, 3.0], [4.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 454
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [1.0, 13.0], [8.0, 2.0], [3.0, 3.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 455
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 456
loss: 0.9999999924490073
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [5.0, 9.0], [12.0, 7.0], [14.0, 25.0]]
epoch: 457
loss: 0.9999999910030725
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 3.0], [6.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 458
loss: 0.9999999924490073
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 10.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 459
loss: 0.9999999910030725
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [5.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 460
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 13.0], [7.0, 9.0], [1.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [3.0, 3.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 461
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 462
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [1.0, 13.0], [8.0, 2.0], [4.0, 4.0], [5.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 463
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 4.0], [6.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 464
loss: 0.9999999898784565
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [6.0, 10.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 465
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 466
loss: 0.9999999914850507
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 9.0], [2.0, 13.0], [8.0, 2.0], [3.0, 3.0], [6.0, 10.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 467
loss: 0.9999999910030725
dilation rates: [[5.0, 2.0], [2.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 468
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [5.0, 9.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 469
loss: 0.9999999901997754
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 470
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 10.0], [12.0, 8.0], [15.0, 25.0]]
epoch: 471
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 472
loss: 0.9999999916457102
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 13.0], [8.0, 3.0], [3.0, 3.0], [5.0, 9.0], [11.0, 8.0], [15.0, 25.0]]
epoch: 473
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [2.0, 5.0], [2.0, 13.0], [7.0, 9.0], [1.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [3.0, 4.0], [5.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 474
loss: 0.9999999942162608
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [1.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
IOU: [98.03, 84.28, 92.19, 59.8, 58.18, 62.06, 65.74, 74.57, 91.92, 63.24, 94.79, 78.08, 54.46, 94.09, 70.94, 79.52, 76.92, 56.0, 73.22]
mIOU: 75.16, mIOU_reduced: 75.04, accuracy: 95.76
epoch: 475
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 476
loss: 0.9999999921276884
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 3.0], [5.0, 9.0], [11.0, 8.0], [14.0, 25.0]]
epoch: 477
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 16.0], [5.0, 8.0], [1.0, 13.0], [8.0, 2.0], [3.0, 3.0], [5.0, 9.0], [11.0, 7.0], [14.0, 25.0]]
epoch: 478
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [1.0, 13.0], [8.0, 2.0], [3.0, 4.0], [5.0, 9.0], [12.0, 7.0], [14.0, 25.0]]
epoch: 479
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [14.0, 25.0]]
epoch: 480
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [1.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [5.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 481
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 482
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [1.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 483
loss: 0.9999999910030725
dilation rates: [[5.0, 2.0], [3.0, 5.0], [2.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 484
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 4.0], [6.0, 9.0], [12.0, 7.0], [15.0, 25.0]]
epoch: 485
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [14.0, 25.0]]
epoch: 486
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [1.0, 13.0], [8.0, 2.0], [4.0, 3.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 487
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [1.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 2.0], [4.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 488
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 489
loss: 0.9999999926096667
dilation rates: [[5.0, 2.0], [2.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 3.0], [4.0, 3.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
epoch: 490
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [14.0, 25.0]]
IOU: [98.15, 84.97, 92.14, 58.17, 57.07, 62.74, 66.61, 75.67, 92.01, 63.03, 94.74, 79.5, 61.2, 94.16, 72.4, 81.16, 73.29, 59.06, 74.11]
mIOU: 75.8, mIOU_reduced: 75.83, accuracy: 95.84
epoch: 491
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [8.0, 2.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [14.0, 25.0]]
IOU: [98.15, 84.82, 92.18, 58.43, 56.76, 63.0, 66.77, 75.48, 92.11, 63.39, 94.79, 79.58, 60.97, 94.19, 73.21, 81.15, 73.9, 58.88, 74.06]
mIOU: 75.88, mIOU_reduced: 75.85, accuracy: 95.86
epoch: 492
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [1.0, 13.0], [8.0, 2.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [14.0, 25.0]]
IOU: [98.15, 84.88, 92.15, 58.31, 56.31, 62.57, 66.6, 75.22, 92.17, 63.85, 94.8, 79.61, 60.22, 94.12, 73.58, 81.22, 74.9, 58.25, 74.06]
mIOU: 75.84, mIOU_reduced: 75.7, accuracy: 95.86
epoch: 493
loss: 0.9999999934129638
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [9.0, 3.0], [3.0, 3.0], [5.0, 10.0], [11.0, 8.0], [15.0, 25.0]]
IOU: [98.16, 84.94, 92.3, 59.56, 57.1, 62.78, 66.68, 75.45, 92.17, 64.06, 94.84, 79.28, 59.83, 94.17, 72.68, 80.82, 73.87, 58.5, 73.84]
mIOU: 75.84, mIOU_reduced: 75.85, accuracy: 95.88
epoch: 494
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 3.0], [5.0, 10.0], [11.0, 7.0], [14.0, 25.0]]
IOU: [98.18, 85.09, 92.16, 58.24, 56.23, 63.01, 66.53, 75.58, 92.14, 63.77, 94.81, 79.54, 60.66, 94.18, 73.31, 81.48, 73.64, 58.41, 74.06]
mIOU: 75.84, mIOU_reduced: 75.79, accuracy: 95.87
epoch: 495
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
IOU: [98.18, 85.09, 92.24, 59.26, 56.76, 63.02, 66.52, 75.55, 92.1, 63.61, 94.8, 79.51, 60.51, 94.18, 72.83, 81.06, 73.74, 58.58, 74.08]
mIOU: 75.88, mIOU_reduced: 75.88, accuracy: 95.87
epoch: 496
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [1.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 2.0], [4.0, 4.0], [5.0, 9.0], [11.0, 7.0], [14.0, 25.0]]
IOU: [98.14, 84.81, 92.11, 59.22, 56.12, 62.73, 66.74, 75.55, 92.12, 63.96, 94.79, 79.37, 59.52, 94.08, 70.79, 80.76, 73.85, 58.59, 74.1]
mIOU: 75.65, mIOU_reduced: 75.75, accuracy: 95.84
epoch: 497
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 13.0], [7.0, 9.0], [1.0, 16.0], [5.0, 8.0], [1.0, 13.0], [8.0, 2.0], [4.0, 4.0], [5.0, 9.0], [11.0, 8.0], [14.0, 25.0]]
IOU: [98.09, 84.44, 92.04, 59.35, 56.37, 62.19, 66.67, 75.35, 92.09, 63.99, 94.77, 79.29, 57.97, 94.02, 71.24, 80.54, 74.81, 57.48, 73.84]
mIOU: 75.5, mIOU_reduced: 75.5, accuracy: 95.8
epoch: 498
loss: 0.9999999914850507
dilation rates: [[5.0, 2.0], [3.0, 5.0], [2.0, 13.0], [7.0, 9.0], [1.0, 16.0], [5.0, 8.0], [2.0, 13.0], [8.0, 3.0], [4.0, 3.0], [6.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
IOU: [98.17, 84.85, 92.1, 58.84, 56.95, 62.5, 66.99, 75.81, 92.14, 64.32, 94.82, 79.19, 58.22, 94.14, 69.83, 80.22, 75.29, 58.3, 74.07]
mIOU: 75.62, mIOU_reduced: 75.71, accuracy: 95.85
epoch: 499
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 13.0], [7.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [9.0, 2.0], [3.0, 4.0], [5.0, 9.0], [11.0, 7.0], [15.0, 25.0]]
IOU: [98.2, 85.15, 92.22, 60.72, 56.81, 62.95, 66.8, 75.71, 92.17, 63.96, 94.82, 79.63, 60.44, 94.17, 73.43, 81.56, 76.54, 58.31, 74.14]
mIOU: 76.2, mIOU_reduced: 76.01, accuracy: 95.91
Best mIOU: 76.1969273215846
Best global accuracy: 95.90741991996765
Training time 1 day, 2:27:10
mIOUs: [76.1969273215846]
global_accuracies: [95.90741991996765]
