{'model_name': 'L6_decoder26', 'model_type': 'experimental2', 'num_classes': 19, 'ignore_value': 255, 'pretrained_backbone': False, 'epochs': 1000, 'max_epochs': 1000, 'resume': False, 'lr': 0.05, 'momentum': 0.9, 'weight_decay': 0.0001, 'class_weight': None, 'bn_weight_decay': False, 'bn_precise_stats': False, 'bn_precise_num_samples': 600, 'lr_scheduler': 'poly', 'poly_power': 0.9, 'warmup_iters': 3000, 'warmup_factor': 0.1, 'mixed_precision': True, 'run': 2, 'RNG_seed': 2, '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': 400, 'train_max_size': 1600, 'train_crop_size': [768, 768], 'val_input_size': 1024, '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_1000_epochs', 'save_best_path': 'checkpoints/L6_decoder26_1000_epochs_run2', 'save_latest_path': 'checkpoints/L6_decoder26_1000_epochs_latest', 'resume_path': 'checkpoints/L6_decoder26_1000_epochs_latest', 'log_path': 'logs/L6_decoder26_1000_epochs_run2.txt'}
run: 2
epoch: 0
loss: 0.9999999914850507
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: [78.44, 10.93, 46.85, 0.0, 0.0, 0.0, 0.0, 0.0, 54.04, 5.48, 9.52, 0.0, 0.0, 1.19, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 10.87, mIOU_reduced: 12.9, accuracy: 67.56
epoch: 1
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [2.0, 2.0]]
epoch: 2
loss: 0.9999999913243913
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], [1.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 1.0], [3.0, 3.0]]
epoch: 3
loss: 0.9999999901997754
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, 1.0], [4.0, 3.0]]
epoch: 4
loss: 0.9999999927703261
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [3.0, 2.0], [5.0, 4.0]]
epoch: 5
loss: 0.9999999921276884
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 2.0], [2.0, 2.0], [3.0, 2.0], [3.0, 2.0], [3.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [3.0, 2.0], [6.0, 4.0]]
epoch: 6
loss: 0.9999999927703261
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 2.0], [3.0, 3.0], [3.0, 2.0], [3.0, 2.0], [2.0, 3.0], [3.0, 3.0], [3.0, 2.0], [3.0, 2.0], [7.0, 5.0]]
epoch: 7
loss: 0.9999999913243913
dilation rates: [[2.0, 2.0], [2.0, 3.0], [3.0, 2.0], [3.0, 2.0], [3.0, 3.0], [3.0, 3.0], [3.0, 2.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [4.0, 2.0], [8.0, 5.0]]
epoch: 8
loss: 0.9999999908424131
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 2.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [4.0, 2.0], [9.0, 6.0]]
epoch: 9
loss: 0.9999999876292247
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 2.0], [3.0, 3.0], [3.0, 3.0], [4.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [4.0, 2.0], [10.0, 6.0]]
epoch: 10
loss: 0.9999999929309855
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 3.0], [4.0, 3.0], [4.0, 3.0], [4.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [5.0, 2.0], [11.0, 6.0]]
epoch: 11
loss: 0.9999999927703261
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 3.0], [3.0, 3.0], [4.0, 3.0], [4.0, 3.0], [4.0, 3.0], [3.0, 4.0], [3.0, 3.0], [3.0, 3.0], [5.0, 2.0], [11.0, 6.0]]
epoch: 12
loss: 0.9999999910030725
dilation rates: [[2.0, 2.0], [2.0, 4.0], [2.0, 3.0], [3.0, 3.0], [4.0, 3.0], [4.0, 3.0], [4.0, 3.0], [3.0, 4.0], [3.0, 4.0], [4.0, 3.0], [5.0, 2.0], [12.0, 6.0]]
epoch: 13
loss: 0.9999999903604349
dilation rates: [[2.0, 2.0], [1.0, 4.0], [2.0, 3.0], [3.0, 3.0], [4.0, 3.0], [4.0, 3.0], [4.0, 3.0], [3.0, 4.0], [4.0, 4.0], [4.0, 3.0], [5.0, 2.0], [12.0, 7.0]]
epoch: 14
loss: 0.9999999927703261
dilation rates: [[2.0, 2.0], [2.0, 4.0], [2.0, 3.0], [3.0, 3.0], [4.0, 3.0], [4.0, 3.0], [4.0, 3.0], [3.0, 4.0], [4.0, 4.0], [4.0, 3.0], [5.0, 2.0], [13.0, 7.0]]
epoch: 15
loss: 0.9999999908424131
dilation rates: [[3.0, 2.0], [1.0, 4.0], [2.0, 3.0], [3.0, 3.0], [4.0, 3.0], [4.0, 3.0], [5.0, 3.0], [3.0, 4.0], [4.0, 4.0], [4.0, 4.0], [6.0, 2.0], [13.0, 7.0]]
epoch: 16
loss: 0.9999999926096667
dilation rates: [[2.0, 2.0], [1.0, 4.0], [2.0, 3.0], [3.0, 3.0], [5.0, 3.0], [5.0, 3.0], [5.0, 3.0], [3.0, 4.0], [4.0, 4.0], [4.0, 4.0], [6.0, 2.0], [13.0, 7.0]]
epoch: 17
loss: 0.9999999929309855
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 3.0], [3.0, 3.0], [5.0, 3.0], [5.0, 3.0], [5.0, 3.0], [3.0, 4.0], [4.0, 4.0], [4.0, 4.0], [6.0, 2.0], [14.0, 7.0]]
epoch: 18
loss: 0.9999999910030725
dilation rates: [[2.0, 2.0], [2.0, 4.0], [2.0, 3.0], [3.0, 3.0], [5.0, 3.0], [5.0, 3.0], [5.0, 3.0], [3.0, 4.0], [4.0, 4.0], [4.0, 4.0], [6.0, 2.0], [14.0, 8.0]]
epoch: 19
loss: 0.9999999905210942
dilation rates: [[3.0, 2.0], [2.0, 5.0], [2.0, 3.0], [3.0, 2.0], [5.0, 3.0], [5.0, 3.0], [5.0, 3.0], [3.0, 4.0], [4.0, 4.0], [4.0, 4.0], [6.0, 2.0], [14.0, 8.0]]
epoch: 20
loss: 0.9999999921276884
dilation rates: [[3.0, 2.0], [2.0, 5.0], [1.0, 3.0], [3.0, 3.0], [5.0, 3.0], [5.0, 3.0], [5.0, 3.0], [3.0, 5.0], [4.0, 4.0], [4.0, 4.0], [6.0, 2.0], [15.0, 8.0]]
epoch: 21
loss: 0.9999999929309855
dilation rates: [[3.0, 2.0], [2.0, 5.0], [2.0, 3.0], [3.0, 3.0], [5.0, 3.0], [5.0, 3.0], [5.0, 3.0], [3.0, 5.0], [4.0, 4.0], [5.0, 4.0], [7.0, 2.0], [15.0, 8.0]]
epoch: 22
loss: 0.999999991163732
dilation rates: [[3.0, 2.0], [2.0, 5.0], [2.0, 3.0], [3.0, 3.0], [5.0, 3.0], [5.0, 3.0], [5.0, 3.0], [3.0, 5.0], [4.0, 5.0], [5.0, 4.0], [7.0, 2.0], [15.0, 8.0]]
epoch: 23
loss: 0.9999999916457102
dilation rates: [[3.0, 2.0], [2.0, 5.0], [2.0, 3.0], [3.0, 3.0], [5.0, 4.0], [5.0, 3.0], [5.0, 3.0], [3.0, 5.0], [4.0, 5.0], [5.0, 4.0], [7.0, 2.0], [15.0, 8.0]]
epoch: 24
loss: 0.9999999921276884
dilation rates: [[3.0, 2.0], [2.0, 5.0], [2.0, 3.0], [3.0, 3.0], [5.0, 4.0], [5.0, 3.0], [6.0, 3.0], [3.0, 5.0], [4.0, 5.0], [5.0, 4.0], [7.0, 2.0], [16.0, 8.0]]
IOU: [95.27, 66.97, 85.02, 24.59, 31.39, 42.38, 28.87, 41.02, 87.37, 43.83, 90.32, 55.5, 2.72, 82.89, 8.75, 33.5, 25.31, 8.32, 54.85]
mIOU: 47.84, mIOU_reduced: 52.58, accuracy: 91.09
epoch: 25
loss: 0.9999999932523044
dilation rates: [[2.0, 2.0], [2.0, 5.0], [2.0, 4.0], [4.0, 3.0], [6.0, 4.0], [5.0, 3.0], [6.0, 3.0], [3.0, 5.0], [4.0, 5.0], [5.0, 4.0], [7.0, 2.0], [16.0, 8.0]]
epoch: 26
loss: 0.9999999906817536
dilation rates: [[3.0, 3.0], [2.0, 5.0], [2.0, 4.0], [3.0, 3.0], [6.0, 4.0], [6.0, 3.0], [6.0, 3.0], [3.0, 5.0], [4.0, 5.0], [5.0, 4.0], [7.0, 2.0], [16.0, 9.0]]
epoch: 27
loss: 0.9999999930916449
dilation rates: [[3.0, 2.0], [2.0, 5.0], [1.0, 3.0], [4.0, 3.0], [6.0, 3.0], [6.0, 3.0], [6.0, 3.0], [3.0, 5.0], [4.0, 5.0], [5.0, 4.0], [7.0, 2.0], [16.0, 8.0]]
epoch: 28
loss: 0.9999999910030725
dilation rates: [[3.0, 2.0], [2.0, 5.0], [2.0, 4.0], [4.0, 3.0], [6.0, 3.0], [6.0, 3.0], [6.0, 3.0], [3.0, 5.0], [4.0, 5.0], [5.0, 4.0], [7.0, 2.0], [16.0, 8.0]]
epoch: 29
loss: 0.9999999927703261
dilation rates: [[3.0, 3.0], [2.0, 5.0], [2.0, 4.0], [4.0, 3.0], [6.0, 3.0], [6.0, 3.0], [6.0, 3.0], [3.0, 5.0], [5.0, 5.0], [5.0, 4.0], [7.0, 2.0], [16.0, 8.0]]
epoch: 30
loss: 0.9999999924490073
dilation rates: [[3.0, 2.0], [1.0, 5.0], [2.0, 4.0], [3.0, 3.0], [6.0, 3.0], [6.0, 3.0], [6.0, 3.0], [3.0, 5.0], [5.0, 5.0], [5.0, 4.0], [8.0, 2.0], [16.0, 9.0]]
epoch: 31
loss: 0.9999999903604349
dilation rates: [[3.0, 2.0], [1.0, 6.0], [2.0, 3.0], [3.0, 3.0], [6.0, 4.0], [6.0, 3.0], [6.0, 3.0], [3.0, 5.0], [5.0, 5.0], [5.0, 4.0], [8.0, 2.0], [16.0, 9.0]]
epoch: 32
loss: 0.9999999922883478
dilation rates: [[3.0, 2.0], [2.0, 6.0], [2.0, 4.0], [3.0, 3.0], [6.0, 4.0], [6.0, 3.0], [6.0, 3.0], [3.0, 5.0], [5.0, 5.0], [5.0, 4.0], [8.0, 2.0], [17.0, 9.0]]
epoch: 33
loss: 0.9999999914850507
dilation rates: [[3.0, 3.0], [2.0, 5.0], [2.0, 3.0], [3.0, 3.0], [6.0, 3.0], [6.0, 3.0], [6.0, 3.0], [3.0, 5.0], [5.0, 5.0], [5.0, 4.0], [8.0, 2.0], [17.0, 9.0]]
epoch: 34
loss: 0.9999999929309855
dilation rates: [[3.0, 2.0], [2.0, 6.0], [2.0, 4.0], [4.0, 3.0], [6.0, 4.0], [6.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 5.0], [5.0, 4.0], [8.0, 2.0], [17.0, 9.0]]
epoch: 35
loss: 0.9999999892358189
dilation rates: [[3.0, 2.0], [2.0, 6.0], [2.0, 4.0], [4.0, 3.0], [6.0, 4.0], [6.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 5.0], [5.0, 4.0], [8.0, 2.0], [17.0, 9.0]]
epoch: 36
loss: 0.9999999901997754
dilation rates: [[3.0, 3.0], [2.0, 6.0], [2.0, 3.0], [4.0, 3.0], [6.0, 3.0], [6.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 5.0], [5.0, 5.0], [8.0, 2.0], [17.0, 9.0]]
epoch: 37
loss: 0.9999999905210942
dilation rates: [[3.0, 2.0], [2.0, 6.0], [1.0, 4.0], [4.0, 3.0], [6.0, 4.0], [6.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 5.0], [5.0, 4.0], [8.0, 2.0], [17.0, 9.0]]
epoch: 38
loss: 0.9999999924490073
dilation rates: [[3.0, 3.0], [2.0, 6.0], [2.0, 3.0], [4.0, 3.0], [6.0, 4.0], [6.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 5.0], [6.0, 5.0], [8.0, 2.0], [18.0, 10.0]]
epoch: 39
loss: 0.9999999929309855
dilation rates: [[3.0, 2.0], [2.0, 6.0], [2.0, 3.0], [4.0, 3.0], [6.0, 4.0], [6.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 6.0], [6.0, 4.0], [8.0, 2.0], [18.0, 9.0]]
epoch: 40
loss: 0.999999991163732
dilation rates: [[3.0, 2.0], [2.0, 6.0], [1.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 5.0], [6.0, 5.0], [8.0, 2.0], [18.0, 10.0]]
epoch: 41
loss: 0.9999999921276884
dilation rates: [[3.0, 3.0], [2.0, 6.0], [2.0, 4.0], [4.0, 3.0], [6.0, 4.0], [6.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 5.0], [6.0, 5.0], [8.0, 2.0], [18.0, 10.0]]
epoch: 42
loss: 0.9999999921276884
dilation rates: [[3.0, 2.0], [2.0, 6.0], [2.0, 4.0], [4.0, 3.0], [7.0, 4.0], [6.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 5.0], [6.0, 4.0], [8.0, 2.0], [18.0, 10.0]]
epoch: 43
loss: 0.9999999926096667
dilation rates: [[3.0, 2.0], [2.0, 6.0], [1.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [7.0, 3.0], [4.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [18.0, 10.0]]
epoch: 44
loss: 0.9999999924490073
dilation rates: [[3.0, 2.0], [2.0, 6.0], [1.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [18.0, 10.0]]
epoch: 45
loss: 0.9999999932523044
dilation rates: [[3.0, 3.0], [2.0, 6.0], [2.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [7.0, 3.0], [4.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [19.0, 10.0]]
epoch: 46
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [2.0, 6.0], [2.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [7.0, 3.0], [3.0, 6.0], [5.0, 6.0], [6.0, 5.0], [8.0, 2.0], [19.0, 10.0]]
epoch: 47
loss: 0.999999991163732
dilation rates: [[4.0, 2.0], [1.0, 6.0], [2.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [8.0, 3.0], [4.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 3.0], [18.0, 10.0]]
epoch: 48
loss: 0.9999999906817536
dilation rates: [[3.0, 2.0], [2.0, 6.0], [1.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [8.0, 3.0], [3.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [18.0, 10.0]]
epoch: 49
loss: 0.9999999906817536
dilation rates: [[3.0, 2.0], [2.0, 6.0], [2.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [8.0, 3.0], [4.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [19.0, 10.0]]
IOU: [96.13, 72.64, 86.73, 26.34, 33.97, 49.43, 36.02, 55.86, 89.05, 49.66, 92.72, 66.28, 37.13, 88.41, 14.38, 40.49, 2.88, 6.62, 60.37]
mIOU: 52.9, mIOU_reduced: 59.21, accuracy: 92.65
epoch: 50
loss: 0.999999991163732
dilation rates: [[3.0, 2.0], [2.0, 7.0], [2.0, 4.0], [4.0, 2.0], [7.0, 4.0], [7.0, 3.0], [8.0, 3.0], [4.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 3.0], [19.0, 11.0]]
epoch: 51
loss: 0.9999999906817536
dilation rates: [[3.0, 3.0], [2.0, 7.0], [1.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [8.0, 3.0], [3.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [19.0, 11.0]]
epoch: 52
loss: 0.9999999910030725
dilation rates: [[3.0, 3.0], [1.0, 6.0], [2.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [8.0, 3.0], [4.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [19.0, 10.0]]
epoch: 53
loss: 0.9999999914850507
dilation rates: [[3.0, 3.0], [2.0, 6.0], [2.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [8.0, 3.0], [3.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [19.0, 11.0]]
epoch: 54
loss: 0.9999999892358189
dilation rates: [[3.0, 3.0], [2.0, 6.0], [2.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 4.0], [8.0, 3.0], [4.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [19.0, 11.0]]
epoch: 55
loss: 0.9999999895571378
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [8.0, 3.0], [3.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [19.0, 11.0]]
epoch: 56
loss: 0.999999991967029
dilation rates: [[3.0, 2.0], [2.0, 7.0], [2.0, 4.0], [4.0, 3.0], [7.0, 4.0], [7.0, 3.0], [8.0, 3.0], [4.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [19.0, 11.0]]
epoch: 57
loss: 0.9999999895571378
dilation rates: [[4.0, 2.0], [2.0, 6.0], [2.0, 4.0], [4.0, 3.0], [8.0, 4.0], [7.0, 3.0], [8.0, 3.0], [4.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [20.0, 11.0]]
epoch: 58
loss: 0.9999999921276884
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 4.0], [4.0, 3.0], [8.0, 4.0], [7.0, 4.0], [8.0, 3.0], [4.0, 6.0], [5.0, 6.0], [7.0, 5.0], [9.0, 3.0], [20.0, 11.0]]
epoch: 59
loss: 0.9999999908424131
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 4.0], [4.0, 3.0], [8.0, 4.0], [8.0, 3.0], [8.0, 3.0], [4.0, 6.0], [5.0, 6.0], [7.0, 5.0], [9.0, 2.0], [19.0, 11.0]]
epoch: 60
loss: 0.9999999922883478
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 4.0], [3.0, 6.0], [5.0, 6.0], [6.0, 5.0], [9.0, 2.0], [20.0, 11.0]]
epoch: 61
loss: 0.999999990039116
dilation rates: [[4.0, 2.0], [2.0, 6.0], [2.0, 4.0], [5.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 3.0], [3.0, 6.0], [6.0, 6.0], [7.0, 5.0], [9.0, 3.0], [20.0, 11.0]]
epoch: 62
loss: 0.9999999916457102
dilation rates: [[3.0, 2.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 3.0], [4.0, 6.0], [6.0, 6.0], [6.0, 5.0], [9.0, 2.0], [20.0, 11.0]]
epoch: 63
loss: 0.999999991163732
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 3.0], [4.0, 7.0], [5.0, 6.0], [7.0, 5.0], [9.0, 2.0], [20.0, 11.0]]
epoch: 64
loss: 0.9999999910030725
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 4.0], [4.0, 7.0], [6.0, 6.0], [7.0, 5.0], [9.0, 2.0], [20.0, 11.0]]
epoch: 65
loss: 0.9999999903604349
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 3.0], [4.0, 7.0], [5.0, 6.0], [7.0, 5.0], [9.0, 2.0], [20.0, 12.0]]
epoch: 66
loss: 0.9999999901997754
dilation rates: [[3.0, 3.0], [2.0, 7.0], [1.0, 4.0], [5.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 3.0], [4.0, 7.0], [6.0, 6.0], [7.0, 5.0], [10.0, 2.0], [20.0, 11.0]]
epoch: 67
loss: 0.9999999922883478
dilation rates: [[3.0, 2.0], [1.0, 7.0], [2.0, 4.0], [5.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 3.0], [4.0, 7.0], [6.0, 6.0], [7.0, 5.0], [10.0, 2.0], [20.0, 12.0]]
epoch: 68
loss: 0.9999999901997754
dilation rates: [[4.0, 3.0], [1.0, 7.0], [1.0, 5.0], [5.0, 3.0], [8.0, 5.0], [8.0, 3.0], [9.0, 3.0], [4.0, 7.0], [6.0, 6.0], [7.0, 5.0], [10.0, 3.0], [20.0, 11.0]]
epoch: 69
loss: 0.9999999895571378
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 4.0], [4.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 3.0], [3.0, 7.0], [5.0, 6.0], [7.0, 5.0], [10.0, 3.0], [20.0, 11.0]]
epoch: 70
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 5.0], [4.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 5.0], [10.0, 3.0], [20.0, 12.0]]
epoch: 71
loss: 0.9999999903604349
dilation rates: [[3.0, 2.0], [2.0, 7.0], [2.0, 4.0], [4.0, 3.0], [8.0, 5.0], [8.0, 3.0], [9.0, 3.0], [4.0, 7.0], [6.0, 6.0], [7.0, 5.0], [10.0, 2.0], [20.0, 12.0]]
epoch: 72
loss: 0.9999999916457102
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 5.0], [4.0, 3.0], [8.0, 4.0], [8.0, 3.0], [9.0, 3.0], [4.0, 7.0], [6.0, 6.0], [7.0, 5.0], [10.0, 3.0], [20.0, 12.0]]
epoch: 73
loss: 0.9999999924490073
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 5.0], [5.0, 3.0], [8.0, 4.0], [8.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 5.0], [10.0, 2.0], [21.0, 11.0]]
epoch: 74
loss: 0.9999999903604349
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 4.0], [4.0, 3.0], [8.0, 4.0], [8.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 6.0], [7.0, 5.0], [10.0, 3.0], [21.0, 12.0]]
IOU: [96.73, 75.65, 88.61, 41.44, 46.75, 53.37, 43.6, 62.3, 90.54, 53.09, 91.29, 68.52, 42.39, 90.83, 45.46, 60.9, 36.05, 22.44, 61.14]
mIOU: 61.64, mIOU_reduced: 64.29, accuracy: 93.72
epoch: 75
loss: 0.999999990039116
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [8.0, 4.0], [8.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 5.0], [10.0, 2.0], [20.0, 12.0]]
epoch: 76
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 5.0], [4.0, 3.0], [8.0, 5.0], [8.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 5.0], [10.0, 3.0], [21.0, 11.0]]
epoch: 77
loss: 0.9999999918063696
dilation rates: [[3.0, 2.0], [2.0, 7.0], [1.0, 5.0], [4.0, 3.0], [8.0, 4.0], [8.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 5.0], [10.0, 2.0], [21.0, 12.0]]
epoch: 78
loss: 0.9999999908424131
dilation rates: [[3.0, 3.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 5.0], [10.0, 2.0], [21.0, 12.0]]
epoch: 79
loss: 0.9999999932523044
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 5.0], [5.0, 3.0], [9.0, 4.0], [9.0, 3.0], [10.0, 4.0], [4.0, 7.0], [6.0, 7.0], [7.0, 5.0], [10.0, 3.0], [21.0, 12.0]]
epoch: 80
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 6.0], [10.0, 3.0], [21.0, 12.0]]
epoch: 81
loss: 0.9999999898784565
dilation rates: [[3.0, 3.0], [2.0, 7.0], [1.0, 5.0], [5.0, 3.0], [8.0, 5.0], [9.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 6.0], [10.0, 2.0], [21.0, 12.0]]
epoch: 82
loss: 0.9999999906817536
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [10.0, 4.0], [4.0, 7.0], [6.0, 7.0], [7.0, 6.0], [10.0, 3.0], [21.0, 12.0]]
epoch: 83
loss: 0.9999999903604349
dilation rates: [[3.0, 3.0], [2.0, 7.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [10.0, 4.0], [4.0, 7.0], [6.0, 7.0], [7.0, 5.0], [10.0, 3.0], [21.0, 12.0]]
epoch: 84
loss: 0.999999991163732
dilation rates: [[4.0, 3.0], [2.0, 7.0], [1.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 5.0], [10.0, 2.0], [21.0, 12.0]]
epoch: 85
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [10.0, 4.0], [4.0, 7.0], [6.0, 7.0], [7.0, 6.0], [10.0, 3.0], [21.0, 12.0]]
epoch: 86
loss: 0.9999999910030725
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 6.0], [10.0, 3.0], [21.0, 13.0]]
epoch: 87
loss: 0.9999999906817536
dilation rates: [[3.0, 3.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [10.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 6.0], [10.0, 2.0], [21.0, 12.0]]
epoch: 88
loss: 0.999999990039116
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [10.0, 4.0], [4.0, 7.0], [6.0, 7.0], [7.0, 6.0], [10.0, 3.0], [21.0, 13.0]]
epoch: 89
loss: 0.9999999921276884
dilation rates: [[3.0, 2.0], [2.0, 7.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [10.0, 4.0], [4.0, 7.0], [5.0, 7.0], [7.0, 5.0], [10.0, 3.0], [21.0, 13.0]]
epoch: 90
loss: 0.9999999906817536
dilation rates: [[3.0, 2.0], [2.0, 7.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 4.0], [4.0, 7.0], [6.0, 7.0], [7.0, 6.0], [10.0, 2.0], [21.0, 13.0]]
epoch: 91
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 3.0], [4.0, 7.0], [6.0, 7.0], [8.0, 6.0], [10.0, 2.0], [21.0, 13.0]]
epoch: 92
loss: 0.9999999892358189
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 3.0], [4.0, 7.0], [6.0, 7.0], [8.0, 6.0], [10.0, 3.0], [21.0, 13.0]]
epoch: 93
loss: 0.9999999906817536
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 5.0], [5.0, 4.0], [9.0, 5.0], [9.0, 3.0], [11.0, 3.0], [4.0, 7.0], [6.0, 7.0], [7.0, 5.0], [10.0, 2.0], [21.0, 13.0]]
epoch: 94
loss: 0.9999999898784565
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 4.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 4.0], [4.0, 7.0], [6.0, 7.0], [8.0, 6.0], [10.0, 2.0], [22.0, 13.0]]
epoch: 95
loss: 0.9999999895571378
dilation rates: [[3.0, 3.0], [2.0, 7.0], [2.0, 4.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 3.0], [4.0, 7.0], [6.0, 7.0], [8.0, 6.0], [10.0, 2.0], [22.0, 13.0]]
epoch: 96
loss: 0.9999999913243913
dilation rates: [[4.0, 2.0], [2.0, 7.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 3.0], [4.0, 7.0], [6.0, 7.0], [8.0, 6.0], [10.0, 2.0], [22.0, 13.0]]
epoch: 97
loss: 0.9999999897177971
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 4.0], [4.0, 8.0], [6.0, 7.0], [7.0, 5.0], [10.0, 3.0], [22.0, 13.0]]
epoch: 98
loss: 0.9999999937342826
dilation rates: [[4.0, 2.0], [2.0, 8.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 3.0], [5.0, 8.0], [6.0, 7.0], [8.0, 6.0], [10.0, 3.0], [22.0, 13.0]]
epoch: 99
loss: 0.9999999922883478
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 4.0], [9.0, 5.0], [9.0, 3.0], [11.0, 4.0], [5.0, 8.0], [6.0, 7.0], [8.0, 6.0], [11.0, 3.0], [22.0, 13.0]]
IOU: [96.94, 76.48, 87.4, 35.47, 47.17, 50.19, 47.75, 54.05, 89.88, 56.27, 91.97, 60.22, 35.2, 90.05, 44.29, 65.85, 51.5, 18.08, 53.13]
mIOU: 60.63, mIOU_reduced: 61.89, accuracy: 93.3
epoch: 100
loss: 0.9999999901997754
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 4.0], [5.0, 8.0], [6.0, 8.0], [8.0, 6.0], [11.0, 3.0], [22.0, 13.0]]
epoch: 101
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 3.0], [4.0, 8.0], [6.0, 8.0], [8.0, 6.0], [11.0, 2.0], [22.0, 13.0]]
epoch: 102
loss: 0.9999999916457102
dilation rates: [[4.0, 2.0], [2.0, 8.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [11.0, 4.0], [4.0, 8.0], [6.0, 7.0], [8.0, 6.0], [11.0, 2.0], [22.0, 13.0]]
epoch: 103
loss: 0.9999999897177971
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 4.0], [9.0, 5.0], [9.0, 3.0], [12.0, 3.0], [4.0, 8.0], [6.0, 7.0], [8.0, 6.0], [11.0, 3.0], [22.0, 13.0]]
epoch: 104
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 4.0], [10.0, 5.0], [9.0, 3.0], [12.0, 3.0], [4.0, 7.0], [6.0, 8.0], [8.0, 6.0], [10.0, 3.0], [22.0, 13.0]]
epoch: 105
loss: 0.9999999898784565
dilation rates: [[4.0, 3.0], [2.0, 7.0], [2.0, 5.0], [5.0, 3.0], [9.0, 5.0], [9.0, 3.0], [12.0, 4.0], [4.0, 7.0], [6.0, 8.0], [8.0, 6.0], [11.0, 3.0], [22.0, 13.0]]
epoch: 106
loss: 0.9999999906817536
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 4.0], [10.0, 5.0], [9.0, 3.0], [12.0, 3.0], [4.0, 8.0], [6.0, 7.0], [8.0, 6.0], [10.0, 3.0], [22.0, 13.0]]
epoch: 107
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 3.0], [10.0, 5.0], [9.0, 3.0], [12.0, 3.0], [5.0, 8.0], [6.0, 8.0], [8.0, 6.0], [11.0, 3.0], [22.0, 13.0]]
epoch: 108
loss: 0.9999999889145
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 4.0], [10.0, 5.0], [9.0, 3.0], [12.0, 4.0], [5.0, 8.0], [6.0, 8.0], [8.0, 6.0], [11.0, 3.0], [22.0, 13.0]]
epoch: 109
loss: 0.9999999905210942
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 3.0], [10.0, 5.0], [9.0, 3.0], [12.0, 3.0], [5.0, 8.0], [6.0, 7.0], [8.0, 6.0], [10.0, 3.0], [22.0, 13.0]]
epoch: 110
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 3.0], [10.0, 5.0], [9.0, 3.0], [12.0, 4.0], [4.0, 8.0], [6.0, 7.0], [8.0, 6.0], [11.0, 2.0], [22.0, 13.0]]
epoch: 111
loss: 0.9999999905210942
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 3.0], [10.0, 5.0], [10.0, 3.0], [12.0, 4.0], [5.0, 8.0], [6.0, 8.0], [8.0, 6.0], [11.0, 3.0], [22.0, 13.0]]
epoch: 112
loss: 0.9999999906817536
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 3.0], [10.0, 5.0], [10.0, 3.0], [12.0, 4.0], [4.0, 8.0], [6.0, 8.0], [8.0, 6.0], [11.0, 3.0], [22.0, 14.0]]
epoch: 113
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 3.0], [10.0, 5.0], [10.0, 3.0], [12.0, 4.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 3.0], [22.0, 14.0]]
epoch: 114
loss: 0.9999999916457102
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 3.0], [10.0, 5.0], [10.0, 3.0], [12.0, 4.0], [5.0, 8.0], [6.0, 8.0], [8.0, 6.0], [11.0, 2.0], [22.0, 13.0]]
epoch: 115
loss: 0.9999999905210942
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [10.0, 5.0], [10.0, 3.0], [12.0, 3.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 2.0], [22.0, 14.0]]
epoch: 116
loss: 0.9999999895571378
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 3.0], [10.0, 5.0], [10.0, 3.0], [12.0, 3.0], [4.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 2.0], [22.0, 13.0]]
epoch: 117
loss: 0.9999999914850507
dilation rates: [[4.0, 3.0], [3.0, 8.0], [2.0, 5.0], [6.0, 3.0], [10.0, 5.0], [10.0, 3.0], [12.0, 4.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 118
loss: 0.9999999922883478
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [10.0, 5.0], [10.0, 3.0], [12.0, 4.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 119
loss: 0.9999999921276884
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [5.0, 4.0], [10.0, 5.0], [10.0, 3.0], [13.0, 3.0], [5.0, 8.0], [6.0, 8.0], [8.0, 6.0], [11.0, 2.0], [23.0, 13.0]]
epoch: 120
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 3.0], [10.0, 5.0], [10.0, 3.0], [13.0, 3.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 121
loss: 0.9999999921276884
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [5.0, 4.0], [10.0, 5.0], [10.0, 3.0], [13.0, 3.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 2.0], [23.0, 14.0]]
epoch: 122
loss: 0.9999999898784565
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 4.0], [10.0, 5.0], [10.0, 3.0], [13.0, 4.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 123
loss: 0.999999991967029
dilation rates: [[4.0, 2.0], [2.0, 8.0], [2.0, 6.0], [5.0, 3.0], [10.0, 5.0], [10.0, 3.0], [13.0, 3.0], [4.0, 8.0], [6.0, 8.0], [8.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 124
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [10.0, 5.0], [10.0, 3.0], [13.0, 4.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 2.0], [23.0, 14.0]]
IOU: [97.08, 77.31, 87.98, 37.34, 35.25, 50.03, 48.39, 63.1, 90.15, 54.81, 91.5, 71.28, 46.93, 91.86, 53.51, 73.18, 66.79, 33.4, 62.28]
mIOU: 64.85, mIOU_reduced: 64.92, accuracy: 93.9
epoch: 125
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [10.0, 6.0], [10.0, 3.0], [13.0, 4.0], [4.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 126
loss: 0.9999999908424131
dilation rates: [[4.0, 2.0], [2.0, 8.0], [2.0, 5.0], [6.0, 4.0], [10.0, 5.0], [10.0, 3.0], [13.0, 4.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 127
loss: 0.9999999897177971
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [5.0, 4.0], [10.0, 5.0], [10.0, 3.0], [13.0, 3.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 2.0], [23.0, 14.0]]
epoch: 128
loss: 0.999999991163732
dilation rates: [[4.0, 3.0], [3.0, 8.0], [2.0, 6.0], [6.0, 4.0], [10.0, 6.0], [10.0, 3.0], [13.0, 4.0], [4.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 2.0], [23.0, 14.0]]
epoch: 129
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 3.0], [10.0, 5.0], [10.0, 3.0], [13.0, 3.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 2.0], [23.0, 14.0]]
epoch: 130
loss: 0.999999990039116
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [10.0, 6.0], [10.0, 3.0], [13.0, 4.0], [4.0, 8.0], [6.0, 8.0], [9.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 131
loss: 0.999999991163732
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 4.0], [11.0, 6.0], [10.0, 3.0], [13.0, 3.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 132
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 3.0], [11.0, 6.0], [10.0, 3.0], [13.0, 4.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 133
loss: 0.9999999922883478
dilation rates: [[4.0, 2.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [11.0, 5.0], [10.0, 3.0], [13.0, 4.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 134
loss: 0.9999999922883478
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 3.0], [11.0, 5.0], [10.0, 3.0], [13.0, 3.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 135
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 3.0], [10.0, 6.0], [10.0, 3.0], [14.0, 4.0], [4.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 2.0], [23.0, 14.0]]
epoch: 136
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [5.0, 4.0], [11.0, 6.0], [10.0, 3.0], [14.0, 3.0], [5.0, 8.0], [6.0, 8.0], [9.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 137
loss: 0.999999991163732
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [5.0, 3.0], [11.0, 6.0], [11.0, 3.0], [14.0, 3.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 138
loss: 0.9999999921276884
dilation rates: [[4.0, 2.0], [2.0, 8.0], [2.0, 5.0], [6.0, 3.0], [11.0, 6.0], [11.0, 3.0], [14.0, 4.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 2.0], [23.0, 14.0]]
epoch: 139
loss: 0.9999999927703261
dilation rates: [[4.0, 2.0], [2.0, 8.0], [2.0, 6.0], [5.0, 3.0], [11.0, 6.0], [10.0, 3.0], [14.0, 3.0], [5.0, 8.0], [7.0, 8.0], [8.0, 6.0], [11.0, 2.0], [23.0, 14.0]]
epoch: 140
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [14.0, 3.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 141
loss: 0.9999999926096667
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [14.0, 4.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 2.0], [23.0, 14.0]]
epoch: 142
loss: 0.9999999892358189
dilation rates: [[4.0, 2.0], [2.0, 8.0], [1.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 4.0], [14.0, 3.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [23.0, 14.0]]
epoch: 143
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [5.0, 4.0], [11.0, 6.0], [11.0, 3.0], [14.0, 4.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [24.0, 14.0]]
epoch: 144
loss: 0.9999999892358189
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [14.0, 4.0], [5.0, 9.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [24.0, 14.0]]
epoch: 145
loss: 0.9999999914850507
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [14.0, 3.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [24.0, 14.0]]
epoch: 146
loss: 0.9999999905210942
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 4.0], [14.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [11.0, 3.0], [24.0, 14.0]]
epoch: 147
loss: 0.9999999932523044
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [14.0, 4.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [24.0, 14.0]]
epoch: 148
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [14.0, 4.0], [5.0, 8.0], [7.0, 9.0], [9.0, 6.0], [11.0, 3.0], [24.0, 14.0]]
epoch: 149
loss: 0.999999991163732
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [14.0, 3.0], [5.0, 9.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [24.0, 14.0]]
IOU: [97.31, 79.32, 89.42, 36.29, 46.09, 55.23, 53.08, 67.62, 90.2, 56.57, 93.75, 70.67, 47.35, 91.93, 48.66, 70.57, 45.12, 29.37, 67.61]
mIOU: 65.06, mIOU_reduced: 66.99, accuracy: 94.33
epoch: 150
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 3.0], [11.0, 6.0], [11.0, 3.0], [14.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [11.0, 3.0], [24.0, 15.0]]
epoch: 151
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [14.0, 3.0], [5.0, 9.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [24.0, 14.0]]
epoch: 152
loss: 0.9999999922883478
dilation rates: [[4.0, 3.0], [3.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [14.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 153
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [3.0, 9.0], [2.0, 6.0], [6.0, 3.0], [11.0, 5.0], [11.0, 3.0], [15.0, 3.0], [5.0, 8.0], [7.0, 8.0], [9.0, 6.0], [11.0, 3.0], [24.0, 14.0]]
epoch: 154
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 5.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [15.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 155
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 5.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [15.0, 3.0], [5.0, 9.0], [7.0, 8.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 156
loss: 0.9999999916457102
dilation rates: [[4.0, 2.0], [2.0, 8.0], [2.0, 6.0], [6.0, 3.0], [11.0, 6.0], [11.0, 3.0], [15.0, 3.0], [5.0, 9.0], [7.0, 8.0], [9.0, 6.0], [12.0, 3.0], [24.0, 14.0]]
epoch: 157
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [15.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 158
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [15.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 159
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 3.0], [11.0, 6.0], [11.0, 3.0], [15.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 14.0]]
epoch: 160
loss: 0.9999999924490073
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [15.0, 3.0], [5.0, 8.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 161
loss: 0.9999999921276884
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 5.0], [11.0, 3.0], [15.0, 3.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [11.0, 3.0], [24.0, 14.0]]
epoch: 162
loss: 0.9999999906817536
dilation rates: [[4.0, 2.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [11.0, 5.0], [11.0, 3.0], [15.0, 3.0], [5.0, 9.0], [7.0, 8.0], [9.0, 6.0], [12.0, 2.0], [24.0, 15.0]]
epoch: 163
loss: 0.9999999932523044
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [15.0, 3.0], [5.0, 9.0], [7.0, 9.0], [9.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 164
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 8.0], [2.0, 5.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [15.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 165
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 8.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [15.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 166
loss: 0.9999999901997754
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [15.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 7.0], [12.0, 2.0], [24.0, 15.0]]
epoch: 167
loss: 0.9999999906817536
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 4.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 168
loss: 0.9999999940556015
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 4.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 169
loss: 0.9999999934129638
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 170
loss: 0.9999999914850507
dilation rates: [[4.0, 3.0], [3.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 171
loss: 0.999999991163732
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 2.0], [24.0, 15.0]]
epoch: 172
loss: 0.9999999906817536
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [11.0, 6.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 7.0], [12.0, 2.0], [24.0, 15.0]]
epoch: 173
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [11.0, 3.0], [16.0, 3.0], [5.0, 9.0], [7.0, 8.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 174
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [11.0, 3.0], [16.0, 4.0], [6.0, 9.0], [7.0, 9.0], [9.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
IOU: [97.21, 78.57, 89.96, 45.88, 50.75, 54.01, 49.36, 65.14, 90.81, 49.42, 93.66, 73.5, 45.31, 92.1, 48.77, 67.58, 58.54, 36.08, 67.18]
mIOU: 65.99, mIOU_reduced: 67.43, accuracy: 94.43
epoch: 175
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 3.0], [12.0, 6.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 176
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 2.0], [24.0, 15.0]]
epoch: 177
loss: 0.9999999895571378
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 3.0], [12.0, 6.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 14.0]]
epoch: 178
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 179
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [2.0, 8.0], [3.0, 6.0], [6.0, 4.0], [12.0, 6.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 180
loss: 0.999999991163732
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 7.0], [12.0, 2.0], [24.0, 15.0]]
epoch: 181
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 7.0], [11.0, 3.0], [16.0, 4.0], [5.0, 9.0], [7.0, 9.0], [10.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 182
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [16.0, 4.0], [6.0, 9.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 183
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [12.0, 3.0], [16.0, 4.0], [6.0, 9.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 184
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [12.0, 3.0], [16.0, 4.0], [5.0, 9.0], [8.0, 9.0], [10.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 185
loss: 0.9999999884325218
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [6.0, 9.0], [7.0, 9.0], [10.0, 7.0], [12.0, 2.0], [24.0, 15.0]]
epoch: 186
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [6.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 187
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [6.0, 9.0], [7.0, 9.0], [10.0, 7.0], [12.0, 2.0], [25.0, 15.0]]
epoch: 188
loss: 0.9999999905210942
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [5.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 189
loss: 0.9999999879505435
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [5.0, 9.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 190
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [6.0, 9.0], [7.0, 9.0], [9.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 191
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [6.0, 9.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 192
loss: 0.9999999922883478
dilation rates: [[4.0, 3.0], [3.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [5.0, 9.0], [8.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 193
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [5.0, 9.0], [8.0, 9.0], [10.0, 6.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 194
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [6.0, 9.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 195
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [6.0, 9.0], [8.0, 9.0], [9.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 196
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 5.0], [6.0, 9.0], [7.0, 9.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 197
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [6.0, 9.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 198
loss: 0.9999999903604349
dilation rates: [[4.0, 3.0], [3.0, 9.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 4.0], [5.0, 10.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 199
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [17.0, 5.0], [5.0, 10.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
IOU: [97.45, 79.24, 89.57, 38.12, 46.54, 56.24, 55.64, 68.84, 91.06, 57.05, 93.63, 73.64, 50.42, 92.15, 49.29, 61.79, 39.97, 27.04, 64.46]
mIOU: 64.85, mIOU_reduced: 67.57, accuracy: 94.46
epoch: 200
loss: 0.9999999929309855
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 7.0], [12.0, 3.0], [17.0, 4.0], [6.0, 9.0], [8.0, 9.0], [10.0, 6.0], [12.0, 2.0], [25.0, 15.0]]
epoch: 201
loss: 0.9999999927703261
dilation rates: [[5.0, 2.0], [3.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 7.0], [12.0, 3.0], [17.0, 4.0], [5.0, 9.0], [8.0, 9.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 202
loss: 0.9999999935736232
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [12.0, 3.0], [18.0, 4.0], [6.0, 9.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 203
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [6.0, 4.0], [12.0, 6.0], [12.0, 3.0], [18.0, 4.0], [5.0, 10.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 204
loss: 0.9999999926096667
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [6.0, 4.0], [12.0, 7.0], [12.0, 3.0], [18.0, 4.0], [5.0, 10.0], [8.0, 9.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 205
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [18.0, 4.0], [6.0, 10.0], [8.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 206
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 4.0], [12.0, 7.0], [12.0, 3.0], [18.0, 4.0], [5.0, 10.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 207
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 4.0], [12.0, 6.0], [12.0, 3.0], [18.0, 4.0], [6.0, 10.0], [8.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 208
loss: 0.9999999916457102
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 5.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [6.0, 10.0], [8.0, 9.0], [10.0, 7.0], [12.0, 3.0], [24.0, 15.0]]
epoch: 209
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [17.0, 4.0], [5.0, 9.0], [7.0, 9.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 210
loss: 0.9999999930916449
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [13.0, 6.0], [12.0, 3.0], [18.0, 4.0], [6.0, 9.0], [7.0, 9.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 211
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [5.0, 9.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 212
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [5.0, 10.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 213
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 6.0], [12.0, 3.0], [18.0, 4.0], [5.0, 10.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 214
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [7.0, 4.0], [13.0, 6.0], [12.0, 3.0], [18.0, 4.0], [6.0, 10.0], [8.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 215
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 5.0], [6.0, 10.0], [8.0, 9.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 216
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [6.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [6.0, 10.0], [7.0, 9.0], [10.0, 7.0], [12.0, 3.0], [24.0, 16.0]]
epoch: 217
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 5.0], [6.0, 10.0], [7.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 218
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 6.0], [12.0, 3.0], [18.0, 4.0], [6.0, 10.0], [8.0, 10.0], [9.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 219
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 220
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 5.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 15.0]]
epoch: 221
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [6.0, 5.0], [13.0, 7.0], [12.0, 3.0], [18.0, 5.0], [5.0, 10.0], [7.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 222
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [5.0, 10.0], [7.0, 9.0], [10.0, 7.0], [13.0, 3.0], [25.0, 15.0]]
epoch: 223
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 224
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 6.0], [12.0, 3.0], [18.0, 5.0], [6.0, 10.0], [7.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
IOU: [97.28, 79.65, 89.93, 43.54, 48.91, 56.7, 57.2, 68.17, 90.79, 57.88, 93.8, 73.73, 50.67, 90.56, 42.11, 48.43, 43.62, 40.23, 69.58]
mIOU: 65.41, mIOU_reduced: 69.29, accuracy: 94.39
epoch: 225
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 4.0], [18.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 226
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [6.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [5.0, 10.0], [7.0, 9.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 227
loss: 0.9999999926096667
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [5.0, 10.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 228
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 5.0], [6.0, 10.0], [8.0, 9.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 229
loss: 0.9999999922883478
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 5.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 15.0]]
epoch: 230
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [18.0, 4.0], [5.0, 10.0], [7.0, 10.0], [10.0, 7.0], [13.0, 3.0], [24.0, 16.0]]
epoch: 231
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 5.0], [13.0, 7.0], [12.0, 3.0], [19.0, 5.0], [5.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [24.0, 16.0]]
epoch: 232
loss: 0.9999999908424131
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [19.0, 5.0], [6.0, 10.0], [7.0, 10.0], [10.0, 7.0], [12.0, 2.0], [24.0, 15.0]]
epoch: 233
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 6.0], [12.0, 3.0], [19.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [24.0, 16.0]]
epoch: 234
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 5.0], [13.0, 6.0], [12.0, 3.0], [19.0, 4.0], [5.0, 10.0], [8.0, 10.0], [10.0, 7.0], [12.0, 2.0], [25.0, 16.0]]
epoch: 235
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 9.0], [2.0, 6.0], [7.0, 5.0], [13.0, 6.0], [12.0, 3.0], [19.0, 5.0], [5.0, 10.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 236
loss: 0.9999999913243913
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 5.0], [13.0, 7.0], [12.0, 3.0], [19.0, 4.0], [6.0, 10.0], [7.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 237
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [7.0, 5.0], [13.0, 7.0], [12.0, 3.0], [19.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [24.0, 16.0]]
epoch: 238
loss: 0.9999999926096667
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 6.0], [12.0, 3.0], [19.0, 4.0], [6.0, 10.0], [7.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 239
loss: 0.9999999932523044
dilation rates: [[4.0, 3.0], [2.0, 9.0], [2.0, 6.0], [7.0, 4.0], [13.0, 6.0], [12.0, 3.0], [19.0, 5.0], [6.0, 10.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 15.0]]
epoch: 240
loss: 0.999999991163732
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [13.0, 3.0], [19.0, 4.0], [5.0, 10.0], [7.0, 10.0], [10.0, 6.0], [12.0, 3.0], [24.0, 16.0]]
epoch: 241
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [3.0, 9.0], [2.0, 6.0], [7.0, 4.0], [13.0, 6.0], [12.0, 3.0], [19.0, 4.0], [6.0, 10.0], [7.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 242
loss: 0.9999999897177971
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [7.0, 5.0], [13.0, 7.0], [13.0, 3.0], [19.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 6.0], [13.0, 2.0], [25.0, 16.0]]
epoch: 243
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 9.0], [2.0, 6.0], [7.0, 4.0], [13.0, 6.0], [13.0, 3.0], [19.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 244
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 5.0], [13.0, 6.0], [13.0, 3.0], [19.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 245
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 7.0], [12.0, 3.0], [19.0, 4.0], [6.0, 10.0], [7.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 246
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [13.0, 6.0], [13.0, 3.0], [19.0, 5.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 247
loss: 0.9999999929309855
dilation rates: [[5.0, 4.0], [3.0, 10.0], [2.0, 6.0], [7.0, 5.0], [14.0, 7.0], [13.0, 3.0], [19.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 248
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [19.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 249
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [14.0, 7.0], [13.0, 3.0], [19.0, 4.0], [5.0, 10.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [24.0, 16.0]]
IOU: [97.62, 81.07, 90.96, 54.29, 54.59, 58.86, 58.99, 69.14, 91.16, 58.45, 94.09, 75.19, 54.47, 92.82, 59.8, 72.88, 67.64, 51.29, 70.48]
mIOU: 71.25, mIOU_reduced: 72.09, accuracy: 95.04
epoch: 250
loss: 0.9999999916457102
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [19.0, 4.0], [5.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 251
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 5.0], [14.0, 7.0], [13.0, 3.0], [19.0, 5.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 252
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 3.0], [19.0, 5.0], [5.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 253
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [14.0, 7.0], [13.0, 3.0], [19.0, 5.0], [6.0, 10.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 254
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 4.0], [14.0, 7.0], [12.0, 3.0], [19.0, 4.0], [5.0, 10.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 255
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [7.0, 5.0], [14.0, 7.0], [13.0, 3.0], [19.0, 5.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 256
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [14.0, 7.0], [13.0, 3.0], [19.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 257
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 4.0], [19.0, 4.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 258
loss: 0.9999999932523044
dilation rates: [[4.0, 4.0], [2.0, 10.0], [2.0, 6.0], [7.0, 4.0], [14.0, 7.0], [13.0, 3.0], [19.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 259
loss: 0.9999999922883478
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [19.0, 5.0], [6.0, 10.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 260
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 3.0], [19.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 261
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 3.0], [19.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 262
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [19.0, 5.0], [6.0, 10.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 263
loss: 0.999999991967029
dilation rates: [[5.0, 4.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 6.0], [13.0, 3.0], [19.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 264
loss: 0.9999999951802174
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 5.0], [14.0, 7.0], [13.0, 3.0], [19.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 265
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [7.0, 5.0], [14.0, 7.0], [13.0, 3.0], [19.0, 4.0], [5.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 266
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [12.0, 3.0], [19.0, 4.0], [5.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 267
loss: 0.9999999906817536
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [5.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 268
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 269
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [5.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 270
loss: 0.9999999916457102
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 271
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 4.0], [20.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 272
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 6.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 273
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 274
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
IOU: [97.37, 79.78, 90.43, 56.64, 54.22, 59.72, 59.41, 71.75, 91.27, 59.48, 94.32, 74.17, 43.93, 92.72, 53.7, 70.18, 42.56, 31.2, 69.14]
mIOU: 68.0, mIOU_reduced: 70.35, accuracy: 94.9
epoch: 275
loss: 0.9999999895571378
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 276
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 6.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 277
loss: 0.9999999926096667
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 278
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 5.0], [5.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 279
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 280
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 281
loss: 0.9999999929309855
dilation rates: [[4.0, 3.0], [2.0, 11.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 282
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 283
loss: 0.9999999929309855
dilation rates: [[4.0, 3.0], [2.0, 11.0], [2.0, 7.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 284
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 4.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 285
loss: 0.9999999922883478
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 15.0]]
epoch: 286
loss: 0.9999999916457102
dilation rates: [[5.0, 4.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 287
loss: 0.9999999937342826
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 288
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 5.0], [5.0, 11.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 289
loss: 0.9999999948588986
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 290
loss: 0.9999999929309855
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 291
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 3.0], [20.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 292
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [8.0, 4.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [5.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 293
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 6.0], [8.0, 5.0], [14.0, 7.0], [13.0, 3.0], [20.0, 4.0], [5.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 294
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 295
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [20.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 296
loss: 0.9999999927703261
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [25.0, 15.0]]
epoch: 297
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [20.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [25.0, 15.0]]
epoch: 298
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [20.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [12.0, 3.0], [25.0, 15.0]]
epoch: 299
loss: 0.9999999901997754
dilation rates: [[4.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [20.0, 4.0], [5.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
IOU: [97.13, 79.14, 90.48, 52.16, 50.64, 57.68, 56.53, 71.87, 91.43, 61.06, 94.25, 75.66, 56.56, 92.58, 43.96, 68.73, 52.02, 45.28, 69.86]
mIOU: 68.79, mIOU_reduced: 71.39, accuracy: 94.63
epoch: 300
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 301
loss: 0.9999999924490073
dilation rates: [[4.0, 3.0], [2.0, 11.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [20.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 302
loss: 0.9999999914850507
dilation rates: [[5.0, 4.0], [2.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [5.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 303
loss: 0.9999999916457102
dilation rates: [[4.0, 4.0], [3.0, 10.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [5.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 304
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 305
loss: 0.9999999938949421
dilation rates: [[4.0, 3.0], [3.0, 11.0], [2.0, 7.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [5.0, 11.0], [8.0, 11.0], [10.0, 7.0], [12.0, 2.0], [26.0, 16.0]]
epoch: 306
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 307
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 308
loss: 0.9999999926096667
dilation rates: [[4.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 309
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 310
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 311
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 312
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 313
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 314
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 315
loss: 0.9999999901997754
dilation rates: [[5.0, 4.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 316
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 317
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 4.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 318
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 319
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 320
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 321
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [8.0, 10.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 322
loss: 0.9999999940556015
dilation rates: [[5.0, 3.0], [3.0, 10.0], [2.0, 6.0], [9.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 323
loss: 0.9999999940556015
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [9.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 324
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 10.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
IOU: [97.48, 80.56, 89.68, 49.28, 51.87, 57.49, 55.12, 68.67, 90.75, 59.38, 94.0, 74.55, 54.13, 89.72, 33.86, 58.04, 32.35, 37.87, 68.95]
mIOU: 65.46, mIOU_reduced: 69.97, accuracy: 94.43
epoch: 325
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 4.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 326
loss: 0.999999991967029
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 327
loss: 0.9999999951802174
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 4.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 328
loss: 0.9999999903604349
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 6.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 329
loss: 0.9999999905210942
dilation rates: [[5.0, 4.0], [3.0, 10.0], [2.0, 7.0], [9.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 330
loss: 0.9999999927703261
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [9.0, 11.0], [10.0, 7.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 331
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 6.0], [9.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [12.0, 3.0], [25.0, 16.0]]
epoch: 332
loss: 0.9999999921276884
dilation rates: [[5.0, 4.0], [2.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 333
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [15.0, 7.0], [13.0, 4.0], [21.0, 4.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 334
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [25.0, 16.0]]
epoch: 335
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 336
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 337
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [8.0, 4.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 338
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 339
loss: 0.9999999916457102
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [14.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 7.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 340
loss: 0.9999999921276884
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [14.0, 3.0], [21.0, 5.0], [6.0, 11.0], [8.0, 11.0], [10.0, 6.0], [13.0, 2.0], [26.0, 16.0]]
epoch: 341
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 11.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 342
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [15.0, 7.0], [13.0, 3.0], [21.0, 4.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 343
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [14.0, 3.0], [21.0, 4.0], [6.0, 11.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 344
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [15.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 345
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [9.0, 5.0], [15.0, 7.0], [14.0, 3.0], [21.0, 4.0], [6.0, 11.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 346
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [21.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 347
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [15.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 348
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [8.0, 5.0], [15.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 349
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
IOU: [97.63, 80.84, 90.3, 48.02, 49.58, 59.06, 57.8, 65.01, 91.3, 55.39, 93.73, 76.41, 49.6, 92.86, 66.14, 71.6, 56.67, 26.2, 69.44]
mIOU: 68.29, mIOU_reduced: 68.95, accuracy: 94.93
epoch: 350
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 351
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 352
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 353
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 354
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 7.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 355
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 7.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 356
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [12.0, 2.0], [26.0, 16.0]]
epoch: 357
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 4.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 358
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 4.0], [16.0, 7.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 359
loss: 0.9999999898784565
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 6.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [8.0, 11.0], [11.0, 7.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 360
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 361
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 362
loss: 0.999999991967029
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [7.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 363
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 4.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 364
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [8.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [11.0, 6.0], [12.0, 3.0], [26.0, 17.0]]
epoch: 365
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 366
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [8.0, 5.0], [16.0, 7.0], [14.0, 4.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [11.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 367
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [7.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 368
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [7.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 369
loss: 0.9999999930916449
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [11.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 370
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 4.0], [22.0, 5.0], [7.0, 12.0], [9.0, 11.0], [11.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 371
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 372
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 373
loss: 0.9999999914850507
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 6.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 374
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 4.0], [22.0, 5.0], [7.0, 12.0], [8.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
IOU: [97.74, 81.28, 89.95, 46.75, 49.19, 59.11, 58.77, 72.88, 90.61, 53.57, 92.0, 75.59, 49.65, 93.11, 55.14, 67.17, 55.07, 44.84, 69.53]
mIOU: 68.52, mIOU_reduced: 70.29, accuracy: 94.74
epoch: 375
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [7.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 376
loss: 0.9999999927703261
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 4.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [11.0, 7.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 377
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [11.0, 7.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 378
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 6.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [11.0, 7.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 379
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 380
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 4.0], [7.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 381
loss: 0.9999999934129638
dilation rates: [[5.0, 4.0], [2.0, 11.0], [3.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 382
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [7.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 383
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 384
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [7.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 385
loss: 0.9999999927703261
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 4.0], [22.0, 4.0], [7.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 386
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [7.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 387
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [11.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 388
loss: 0.9999999921276884
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 4.0], [22.0, 5.0], [7.0, 12.0], [9.0, 11.0], [11.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 389
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 390
loss: 0.9999999932523044
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 391
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 4.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 17.0]]
epoch: 392
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 393
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 4.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 394
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 395
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [12.0, 3.0], [26.0, 16.0]]
epoch: 396
loss: 0.9999999927703261
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [7.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 16.0]]
epoch: 397
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 398
loss: 0.9999999930916449
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 4.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [11.0, 6.0], [13.0, 3.0], [26.0, 17.0]]
epoch: 399
loss: 0.9999999940556015
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [10.0, 7.0], [12.0, 3.0], [26.0, 16.0]]
IOU: [97.27, 79.96, 90.76, 52.04, 51.97, 59.53, 61.67, 71.86, 91.22, 56.55, 94.28, 76.2, 55.68, 93.26, 57.05, 58.52, 49.09, 40.96, 70.37]
mIOU: 68.85, mIOU_reduced: 71.47, accuracy: 94.88
epoch: 400
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [7.0, 12.0], [9.0, 11.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 401
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 4.0], [22.0, 5.0], [7.0, 12.0], [9.0, 11.0], [10.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 402
loss: 0.9999999938949421
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [9.0, 11.0], [11.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 403
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 404
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [8.0, 11.0], [10.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 405
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 4.0], [6.0, 12.0], [8.0, 11.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 406
loss: 0.9999999913243913
dilation rates: [[5.0, 4.0], [2.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 5.0], [7.0, 12.0], [9.0, 11.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 407
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 4.0], [23.0, 5.0], [7.0, 12.0], [9.0, 11.0], [11.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 408
loss: 0.9999999940556015
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 5.0], [6.0, 12.0], [9.0, 11.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 409
loss: 0.9999999943769203
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 5.0], [6.0, 12.0], [9.0, 11.0], [11.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 410
loss: 0.999999991967029
dilation rates: [[6.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [23.0, 5.0], [7.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 411
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [23.0, 4.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 412
loss: 0.9999999926096667
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [23.0, 4.0], [7.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 413
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 4.0], [6.0, 12.0], [9.0, 12.0], [10.0, 7.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 414
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 4.0], [6.0, 12.0], [9.0, 12.0], [10.0, 7.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 415
loss: 0.9999999942162608
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 5.0], [6.0, 12.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 416
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 5.0], [6.0, 12.0], [8.0, 11.0], [11.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 417
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [23.0, 4.0], [6.0, 12.0], [8.0, 11.0], [11.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 418
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [7.0, 12.0], [9.0, 12.0], [10.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 419
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [22.0, 4.0], [7.0, 12.0], [9.0, 11.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 420
loss: 0.9999999926096667
dilation rates: [[6.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 7.0], [14.0, 3.0], [22.0, 5.0], [7.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 421
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 5.0], [7.0, 12.0], [9.0, 11.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 422
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 11.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 423
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 7.0], [14.0, 3.0], [23.0, 4.0], [7.0, 12.0], [9.0, 11.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 424
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 4.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
IOU: [97.66, 81.88, 90.86, 50.78, 56.4, 59.44, 60.68, 74.56, 91.34, 60.4, 94.15, 76.91, 56.18, 93.14, 60.46, 78.97, 73.91, 47.51, 68.64]
mIOU: 72.31, mIOU_reduced: 72.53, accuracy: 95.14
epoch: 425
loss: 0.9999999916457102
dilation rates: [[6.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 4.0], [6.0, 13.0], [8.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 426
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 5.0], [7.0, 12.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 427
loss: 0.9999999922883478
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 5.0], [6.0, 12.0], [9.0, 12.0], [10.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 428
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 4.0], [23.0, 5.0], [6.0, 12.0], [8.0, 12.0], [10.0, 7.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 429
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 5.0], [6.0, 12.0], [8.0, 12.0], [10.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 430
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 5.0], [7.0, 13.0], [8.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 431
loss: 0.9999999918063696
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 4.0], [7.0, 13.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 432
loss: 0.9999999914850507
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 5.0], [7.0, 13.0], [8.0, 11.0], [11.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 433
loss: 0.9999999943769203
dilation rates: [[5.0, 3.0], [2.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 5.0], [7.0, 12.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 434
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 4.0], [7.0, 12.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 435
loss: 0.9999999922883478
dilation rates: [[6.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 436
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 4.0], [7.0, 12.0], [8.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 437
loss: 0.9999999946982392
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 12.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 438
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [16.0, 8.0], [14.0, 3.0], [23.0, 4.0], [7.0, 12.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 439
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 7.0], [15.0, 4.0], [23.0, 5.0], [6.0, 12.0], [8.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 440
loss: 0.9999999946982392
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 7.0], [15.0, 3.0], [23.0, 4.0], [6.0, 12.0], [8.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 441
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [6.0, 12.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 442
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 443
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [6.0, 13.0], [9.0, 11.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 444
loss: 0.9999999922883478
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 6.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 12.0], [8.0, 11.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 445
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [2.0, 12.0], [2.0, 7.0], [10.0, 6.0], [17.0, 7.0], [15.0, 3.0], [23.0, 5.0], [6.0, 12.0], [8.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 446
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 12.0], [9.0, 12.0], [10.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 447
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 4.0], [6.0, 12.0], [9.0, 12.0], [11.0, 7.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 448
loss: 0.9999999916457102
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 7.0], [14.0, 3.0], [23.0, 5.0], [7.0, 12.0], [9.0, 12.0], [10.0, 6.0], [13.0, 2.0], [27.0, 16.0]]
epoch: 449
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
IOU: [97.71, 81.12, 90.77, 54.51, 53.91, 60.23, 59.6, 73.69, 91.43, 52.98, 94.12, 75.69, 53.36, 93.25, 61.92, 62.39, 9.6, 47.9, 69.0]
mIOU: 67.54, mIOU_reduced: 71.83, accuracy: 95.02
epoch: 450
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 5.0], [6.0, 12.0], [9.0, 11.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 451
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [2.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 11.0], [11.0, 6.0], [13.0, 2.0], [27.0, 16.0]]
epoch: 452
loss: 0.9999999937342826
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 5.0], [6.0, 12.0], [8.0, 11.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 453
loss: 0.9999999948588986
dilation rates: [[6.0, 4.0], [3.0, 11.0], [2.0, 8.0], [9.0, 5.0], [17.0, 7.0], [14.0, 3.0], [23.0, 5.0], [6.0, 12.0], [9.0, 11.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 454
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 4.0], [6.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 455
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [6.0, 13.0], [9.0, 12.0], [10.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 456
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 457
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 458
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 459
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [14.0, 4.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 460
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 461
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [14.0, 4.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 462
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [2.0, 11.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 7.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 463
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 464
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 465
loss: 0.9999999940556015
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 466
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 467
loss: 0.9999999932523044
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 468
loss: 0.9999999916457102
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 469
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 470
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 471
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 7.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 472
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [2.0, 12.0], [2.0, 8.0], [10.0, 6.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 473
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 474
loss: 0.9999999924490073
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 6.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
IOU: [97.76, 82.21, 91.13, 54.91, 53.03, 60.32, 62.15, 73.86, 91.4, 59.94, 94.13, 77.04, 56.23, 93.38, 58.46, 70.25, 74.0, 42.38, 68.48]
mIOU: 71.63, mIOU_reduced: 72.4, accuracy: 95.25
epoch: 475
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 7.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 476
loss: 0.9999999937342826
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 7.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 477
loss: 0.999999991967029
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [8.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 478
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 12.0], [8.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 479
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [15.0, 4.0], [23.0, 5.0], [7.0, 13.0], [8.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 480
loss: 0.9999999938949421
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 481
loss: 0.9999999914850507
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [8.0, 12.0], [11.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 482
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 483
loss: 0.9999999942162608
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [14.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 484
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [6.0, 13.0], [9.0, 12.0], [11.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 485
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 486
loss: 0.9999999914850507
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [17.0, 8.0], [15.0, 4.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 487
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 7.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 488
loss: 0.9999999930916449
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 489
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 6.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 490
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [8.0, 12.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 491
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 492
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 13.0], [8.0, 12.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 493
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 494
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 495
loss: 0.9999999942162608
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 8.0], [10.0, 6.0], [17.0, 8.0], [15.0, 4.0], [23.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 496
loss: 0.9999999930916449
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [23.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 2.0], [27.0, 17.0]]
epoch: 497
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 498
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [17.0, 8.0], [15.0, 4.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 499
loss: 0.9999999924490073
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
IOU: [97.57, 81.56, 90.81, 52.77, 53.37, 60.74, 62.71, 71.83, 91.6, 59.42, 94.44, 73.49, 54.54, 92.06, 43.16, 68.99, 65.52, 42.29, 70.68]
mIOU: 69.87, mIOU_reduced: 71.87, accuracy: 94.98
epoch: 500
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [8.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 501
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [6.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 502
loss: 0.9999999898784565
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 503
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [8.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 504
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 505
loss: 0.9999999938949421
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 506
loss: 0.9999999910030725
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 507
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 508
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 509
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [2.0, 12.0], [2.0, 8.0], [10.0, 6.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 510
loss: 0.9999999937342826
dilation rates: [[6.0, 3.0], [3.0, 11.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 511
loss: 0.9999999934129638
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 7.0], [10.0, 6.0], [17.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 512
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 513
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 11.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 514
loss: 0.9999999908424131
dilation rates: [[5.0, 4.0], [3.0, 11.0], [2.0, 8.0], [9.0, 6.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 515
loss: 0.9999999914850507
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 516
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 517
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [17.0, 8.0], [15.0, 4.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 518
loss: 0.9999999916457102
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 519
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 12.0], [1.0, 8.0], [10.0, 6.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 520
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 11.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 521
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 522
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 523
loss: 0.9999999913243913
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [9.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 524
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
IOU: [97.58, 80.84, 90.19, 51.66, 49.27, 60.18, 61.78, 73.37, 90.9, 61.74, 94.18, 76.92, 55.32, 93.58, 74.65, 78.68, 74.34, 48.47, 70.58]
mIOU: 72.85, mIOU_reduced: 72.28, accuracy: 95.08
epoch: 525
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [24.0, 4.0], [7.0, 13.0], [8.0, 12.0], [10.0, 6.0], [12.0, 2.0], [27.0, 16.0]]
epoch: 526
loss: 0.9999999927703261
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 527
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 528
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [17.0, 8.0], [14.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 529
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [2.0, 12.0], [2.0, 7.0], [10.0, 5.0], [17.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 530
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 531
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 532
loss: 0.9999999903604349
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 533
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 4.0], [24.0, 4.0], [6.0, 13.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 534
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 535
loss: 0.9999999895571378
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [18.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 13.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 536
loss: 0.9999999910030725
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 13.0], [11.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 537
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [9.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 538
loss: 0.9999999942162608
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 539
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 13.0], [9.0, 12.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 540
loss: 0.9999999932523044
dilation rates: [[5.0, 4.0], [2.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 12.0], [10.0, 6.0], [13.0, 3.0], [27.0, 16.0]]
epoch: 541
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [2.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 542
loss: 0.9999999942162608
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 9.0], [15.0, 4.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 543
loss: 0.999999991967029
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 544
loss: 0.9999999932523044
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [13.0, 3.0], [27.0, 17.0]]
epoch: 545
loss: 0.9999999916457102
dilation rates: [[5.0, 4.0], [2.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 546
loss: 0.9999999924490073
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 547
loss: 0.9999999916457102
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [8.0, 13.0], [11.0, 6.0], [13.0, 2.0], [28.0, 17.0]]
epoch: 548
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 4.0], [24.0, 4.0], [7.0, 14.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [28.0, 16.0]]
epoch: 549
loss: 0.9999999930916449
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [6.0, 14.0], [8.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
IOU: [97.54, 81.59, 90.99, 47.61, 47.97, 60.78, 59.44, 73.61, 91.5, 58.13, 93.95, 76.54, 53.81, 92.5, 53.5, 71.46, 68.56, 40.89, 71.57]
mIOU: 70.1, mIOU_reduced: 71.15, accuracy: 95.05
epoch: 550
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 551
loss: 0.9999999916457102
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 552
loss: 0.9999999935736232
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 12.0], [11.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 553
loss: 0.9999999892358189
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 554
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 555
loss: 0.9999999942162608
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 9.0], [15.0, 4.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 556
loss: 0.9999999938949421
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 557
loss: 0.9999999929309855
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 558
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 14.0], [8.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 559
loss: 0.9999999903604349
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 9.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 560
loss: 0.9999999918063696
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [6.0, 14.0], [9.0, 13.0], [11.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 561
loss: 0.9999999922883478
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [24.0, 5.0], [7.0, 13.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 562
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 563
loss: 0.9999999927703261
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 564
loss: 0.9999999935736232
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 4.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 565
loss: 0.9999999914850507
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 566
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 567
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 568
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 569
loss: 0.9999999910030725
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 9.0], [15.0, 4.0], [24.0, 5.0], [7.0, 13.0], [9.0, 13.0], [11.0, 6.0], [13.0, 3.0], [28.0, 17.0]]
epoch: 570
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 571
loss: 0.9999999924490073
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 572
loss: 0.9999999929309855
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 573
loss: 0.9999999929309855
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 574
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 9.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
IOU: [97.68, 81.92, 91.14, 50.1, 56.36, 61.65, 62.85, 74.65, 91.62, 60.59, 94.71, 77.58, 56.42, 93.79, 71.4, 76.34, 74.98, 49.77, 72.2]
mIOU: 73.46, mIOU_reduced: 73.32, accuracy: 95.33
epoch: 575
loss: 0.9999999929309855
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 4.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 576
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 13.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 577
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 13.0], [9.0, 13.0], [11.0, 6.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 578
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 4.0], [25.0, 4.0], [7.0, 13.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 579
loss: 0.999999991967029
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 580
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 13.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [27.0, 17.0]]
epoch: 581
loss: 0.9999999926096667
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 4.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 582
loss: 0.9999999929309855
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 583
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 8.0], [15.0, 4.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 584
loss: 0.9999999910030725
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 4.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 585
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 13.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 586
loss: 0.9999999913243913
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [8.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 587
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 588
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 589
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 590
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 4.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [27.0, 16.0]]
epoch: 591
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 592
loss: 0.9999999930916449
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [8.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 593
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [2.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 9.0], [15.0, 4.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 594
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 8.0], [15.0, 4.0], [25.0, 4.0], [7.0, 14.0], [8.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 595
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 596
loss: 0.9999999918063696
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 597
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 598
loss: 0.9999999927703261
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [11.0, 5.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 599
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
IOU: [97.21, 79.26, 90.82, 44.85, 45.51, 60.4, 61.72, 73.11, 90.88, 55.98, 94.48, 75.5, 50.88, 92.31, 58.41, 63.89, 65.28, 41.01, 70.34]
mIOU: 69.04, mIOU_reduced: 70.27, accuracy: 94.73
epoch: 600
loss: 0.9999999916457102
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [14.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 601
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 4.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 602
loss: 0.9999999910030725
dilation rates: [[5.0, 4.0], [2.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [8.0, 13.0], [11.0, 6.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 603
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 604
loss: 0.9999999927703261
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 605
loss: 0.9999999922883478
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 606
loss: 0.999999991163732
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 607
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [8.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 608
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 609
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 610
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 4.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 611
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [24.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 612
loss: 0.9999999926096667
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 9.0], [15.0, 4.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 613
loss: 0.9999999930916449
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 4.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 614
loss: 0.9999999942162608
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [19.0, 8.0], [15.0, 4.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 615
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [18.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 616
loss: 0.999999991163732
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 4.0], [24.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 617
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 618
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 619
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 620
loss: 0.9999999934129638
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 621
loss: 0.9999999932523044
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 4.0], [25.0, 5.0], [8.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 622
loss: 0.999999991967029
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 623
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [18.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 624
loss: 0.9999999938949421
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
IOU: [97.71, 81.3, 91.83, 49.54, 57.33, 61.08, 64.02, 75.5, 91.75, 58.88, 94.5, 78.28, 56.13, 93.9, 58.81, 80.54, 70.15, 48.83, 71.26]
mIOU: 72.7, mIOU_reduced: 73.24, accuracy: 95.39
epoch: 625
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 626
loss: 0.9999999893964783
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 627
loss: 0.9999999921276884
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 7.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 628
loss: 0.9999999893964783
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 629
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 7.0], [10.0, 6.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 630
loss: 0.9999999910030725
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 7.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 631
loss: 0.9999999905210942
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 632
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 633
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 7.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 634
loss: 0.9999999921276884
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 635
loss: 0.9999999927703261
dilation rates: [[6.0, 4.0], [2.0, 12.0], [2.0, 7.0], [10.0, 6.0], [18.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [8.0, 13.0], [10.0, 5.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 636
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 637
loss: 0.9999999908424131
dilation rates: [[5.0, 4.0], [3.0, 12.0], [1.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 638
loss: 0.9999999898784565
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [19.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 639
loss: 0.9999999905210942
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 640
loss: 0.9999999913243913
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 641
loss: 0.9999999935736232
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 642
loss: 0.999999991163732
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 643
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [8.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 644
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 645
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [2.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [8.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 646
loss: 0.9999999945375797
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 647
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [25.0, 5.0], [7.0, 14.0], [8.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 648
loss: 0.9999999930916449
dilation rates: [[6.0, 4.0], [2.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [8.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 649
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 4.0], [25.0, 5.0], [8.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
IOU: [97.26, 80.11, 90.79, 49.28, 52.76, 58.03, 58.75, 73.34, 90.97, 61.5, 94.7, 75.07, 49.89, 93.02, 38.51, 57.86, 59.07, 41.1, 68.49]
mIOU: 67.92, mIOU_reduced: 70.94, accuracy: 94.84
epoch: 650
loss: 0.9999999913243913
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 651
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 652
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [8.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 653
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 654
loss: 0.9999999924490073
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 655
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 656
loss: 0.9999999914850507
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [19.0, 8.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 657
loss: 0.9999999906817536
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [8.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 658
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 8.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 659
loss: 0.9999999916457102
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 660
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 661
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 662
loss: 0.9999999924490073
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 663
loss: 0.9999999924490073
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 4.0], [25.0, 5.0], [7.0, 14.0], [8.0, 13.0], [10.0, 6.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 664
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [8.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 665
loss: 0.9999999921276884
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 666
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [8.0, 14.0], [9.0, 13.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 667
loss: 0.9999999922883478
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 668
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 669
loss: 0.9999999921276884
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [8.0, 14.0], [9.0, 13.0], [11.0, 5.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 670
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 671
loss: 0.9999999901997754
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [8.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 672
loss: 0.9999999921276884
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [25.0, 5.0], [8.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 673
loss: 0.9999999945375797
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 674
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
IOU: [97.96, 83.35, 91.67, 43.77, 56.47, 60.71, 63.72, 75.09, 91.58, 61.13, 94.56, 77.55, 52.45, 92.29, 46.44, 76.19, 65.38, 44.09, 68.95]
mIOU: 70.7, mIOU_reduced: 72.21, accuracy: 95.33
epoch: 675
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [25.0, 4.0], [7.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 676
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 677
loss: 0.9999999914850507
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [8.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 678
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 679
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 680
loss: 0.9999999922883478
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 681
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [19.0, 9.0], [15.0, 4.0], [25.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 682
loss: 0.9999999926096667
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 683
loss: 0.9999999932523044
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [25.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 684
loss: 0.9999999916457102
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [25.0, 5.0], [8.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 685
loss: 0.9999999901997754
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 4.0], [25.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 686
loss: 0.9999999913243913
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [25.0, 5.0], [8.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 687
loss: 0.9999999905210942
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 4.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 688
loss: 0.9999999916457102
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 689
loss: 0.9999999922883478
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 4.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 690
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [11.0, 5.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 691
loss: 0.9999999924490073
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 692
loss: 0.9999999921276884
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 693
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 694
loss: 0.9999999908424131
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [11.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 695
loss: 0.9999999884325218
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 696
loss: 0.9999999926096667
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [8.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 697
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 7.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 698
loss: 0.9999999927703261
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 699
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
IOU: [97.8, 83.01, 91.47, 54.31, 55.05, 61.84, 64.75, 73.9, 92.0, 60.99, 94.64, 78.24, 60.52, 93.69, 62.28, 70.26, 43.62, 57.49, 73.1]
mIOU: 72.05, mIOU_reduced: 74.55, accuracy: 95.47
epoch: 700
loss: 0.9999999916457102
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 701
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 702
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 703
loss: 0.9999999908424131
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 704
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 705
loss: 0.999999991163732
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 706
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 707
loss: 0.9999999930916449
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [8.0, 14.0], [9.0, 13.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 708
loss: 0.9999999908424131
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 709
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [26.0, 5.0], [8.0, 14.0], [9.0, 14.0], [11.0, 5.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 710
loss: 0.9999999889145
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 13.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 711
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 4.0], [26.0, 4.0], [8.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 712
loss: 0.9999999921276884
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [8.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 713
loss: 0.9999999903604349
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 714
loss: 0.9999999932523044
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [8.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 715
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 716
loss: 0.9999999914850507
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 717
loss: 0.9999999937342826
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 718
loss: 0.999999991967029
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 719
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [8.0, 14.0], [9.0, 14.0], [11.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 720
loss: 0.999999991163732
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 721
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 722
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 4.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 723
loss: 0.9999999922883478
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 724
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
IOU: [97.76, 82.03, 92.06, 54.37, 57.76, 62.78, 66.03, 76.1, 91.67, 60.7, 94.61, 77.75, 57.21, 93.97, 69.24, 76.22, 68.15, 50.35, 72.58]
mIOU: 73.76, mIOU_reduced: 74.23, accuracy: 95.54
epoch: 725
loss: 0.9999999929309855
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 726
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 727
loss: 0.9999999914850507
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 4.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 728
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [8.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 729
loss: 0.9999999913243913
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 730
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 731
loss: 0.9999999916457102
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 732
loss: 0.9999999929309855
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 733
loss: 0.9999999905210942
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 8.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 734
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [4.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 4.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 735
loss: 0.999999991163732
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [8.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 736
loss: 0.999999991967029
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 8.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 737
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [4.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 738
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 8.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 739
loss: 0.9999999913243913
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 8.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 740
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 8.0], [16.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 741
loss: 0.999999991967029
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 742
loss: 0.999999991163732
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 743
loss: 0.9999999913243913
dilation rates: [[6.0, 4.0], [4.0, 13.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 744
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [16.0, 4.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 745
loss: 0.9999999898784565
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 746
loss: 0.9999999926096667
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [8.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 747
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 748
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 749
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
IOU: [97.8, 82.79, 91.96, 56.63, 54.77, 63.71, 66.25, 76.13, 91.92, 63.27, 94.77, 78.61, 58.72, 94.04, 69.59, 75.45, 48.61, 51.97, 71.77]
mIOU: 73.09, mIOU_reduced: 74.69, accuracy: 95.6
epoch: 750
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [8.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 751
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 2.0], [28.0, 17.0]]
epoch: 752
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 753
loss: 0.9999999903604349
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 754
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 755
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 756
loss: 0.9999999932523044
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [15.0, 4.0], [26.0, 4.0], [8.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 757
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 758
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [8.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 759
loss: 0.9999999906817536
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 7.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [8.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 760
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 12.0], [1.0, 8.0], [11.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [8.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 761
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [8.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 762
loss: 0.9999999910030725
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 763
loss: 0.9999999908424131
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 764
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 765
loss: 0.9999999914850507
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 766
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 767
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 7.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 768
loss: 0.9999999922883478
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 769
loss: 0.9999999906817536
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 770
loss: 0.9999999893964783
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 7.0], [10.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 771
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 7.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 772
loss: 0.9999999921276884
dilation rates: [[5.0, 4.0], [3.0, 13.0], [1.0, 7.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 773
loss: 0.9999999887538407
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 7.0], [11.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 774
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 4.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 2.0], [28.0, 16.0]]
IOU: [97.9, 83.18, 92.22, 57.04, 62.34, 62.71, 67.83, 75.94, 92.04, 60.59, 95.04, 79.35, 59.0, 94.22, 77.08, 84.39, 76.3, 54.17, 71.85]
mIOU: 75.96, mIOU_reduced: 75.34, accuracy: 95.75
epoch: 775
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 776
loss: 0.9999999890751594
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 777
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [15.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 778
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 779
loss: 0.9999999901997754
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 780
loss: 0.9999999910030725
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 7.0], [10.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 781
loss: 0.9999999924490073
dilation rates: [[5.0, 4.0], [3.0, 13.0], [1.0, 7.0], [10.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 782
loss: 0.9999999937342826
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 783
loss: 0.9999999897177971
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 784
loss: 0.9999999906817536
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [16.0, 4.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 785
loss: 0.9999999905210942
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 786
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 787
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [28.0, 16.0]]
epoch: 788
loss: 0.9999999889145
dilation rates: [[6.0, 4.0], [3.0, 13.0], [1.0, 8.0], [11.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [11.0, 3.0], [28.0, 16.0]]
epoch: 789
loss: 0.9999999892358189
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [8.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [28.0, 16.0]]
epoch: 790
loss: 0.9999999889145
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 791
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [4.0, 13.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 15.0], [8.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 792
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 793
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [28.0, 16.0]]
epoch: 794
loss: 0.9999999885931812
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 795
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [28.0, 16.0]]
epoch: 796
loss: 0.9999999903604349
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [26.0, 4.0], [8.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [28.0, 16.0]]
epoch: 797
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [19.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 798
loss: 0.9999999906817536
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 799
loss: 0.9999999916457102
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [26.0, 5.0], [8.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 2.0], [28.0, 17.0]]
IOU: [97.66, 81.34, 91.48, 58.15, 56.6, 60.74, 64.27, 75.62, 91.78, 61.55, 94.81, 77.76, 55.62, 93.54, 70.04, 81.06, 61.46, 36.25, 70.65]
mIOU: 72.65, mIOU_reduced: 72.99, accuracy: 95.41
epoch: 800
loss: 0.999999991163732
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [26.0, 5.0], [8.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 801
loss: 0.9999999897177971
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [26.0, 5.0], [8.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 802
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 803
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [26.0, 5.0], [8.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 804
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [8.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 805
loss: 0.9999999906817536
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [8.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 806
loss: 0.9999999903604349
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [26.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 2.0], [28.0, 16.0]]
epoch: 807
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 808
loss: 0.9999999914850507
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 4.0], [26.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 16.0]]
epoch: 809
loss: 0.9999999905210942
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [26.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [28.0, 16.0]]
epoch: 810
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [8.0, 14.0], [10.0, 6.0], [11.0, 3.0], [28.0, 16.0]]
epoch: 811
loss: 0.999999990039116
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 4.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 812
loss: 0.9999999930916449
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 4.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 813
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [29.0, 17.0]]
epoch: 814
loss: 0.9999999932523044
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [28.0, 17.0]]
epoch: 815
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [3.0, 13.0], [1.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 2.0], [29.0, 16.0]]
epoch: 816
loss: 0.9999999897177971
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 817
loss: 0.9999999876292247
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [29.0, 17.0]]
epoch: 818
loss: 0.9999999913243913
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 819
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 820
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 13.0], [1.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [29.0, 17.0]]
epoch: 821
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [11.0, 2.0], [29.0, 17.0]]
epoch: 822
loss: 0.9999999929309855
dilation rates: [[6.0, 4.0], [4.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [11.0, 3.0], [29.0, 17.0]]
epoch: 823
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [29.0, 17.0]]
epoch: 824
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [29.0, 17.0]]
IOU: [97.5, 81.5, 91.14, 49.24, 49.29, 62.47, 65.85, 75.8, 91.97, 62.12, 94.06, 80.1, 59.73, 92.51, 45.28, 82.56, 77.44, 52.37, 73.18]
mIOU: 72.85, mIOU_reduced: 73.68, accuracy: 95.23
epoch: 825
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 2.0], [29.0, 16.0]]
epoch: 826
loss: 0.9999999898784565
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [8.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 827
loss: 0.999999991967029
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [28.0, 16.0]]
epoch: 828
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [8.0, 14.0], [10.0, 6.0], [11.0, 2.0], [28.0, 16.0]]
epoch: 829
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 830
loss: 0.9999999921276884
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [11.0, 3.0], [29.0, 17.0]]
epoch: 831
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 832
loss: 0.9999999921276884
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [29.0, 17.0]]
epoch: 833
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 834
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 835
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [10.0, 6.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 836
loss: 0.9999999908424131
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [8.0, 14.0], [10.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 837
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 838
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 839
loss: 0.9999999890751594
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 840
loss: 0.9999999910030725
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 841
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [8.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 842
loss: 0.9999999908424131
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [10.0, 6.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 843
loss: 0.9999999893964783
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 844
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 845
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 846
loss: 0.9999999926096667
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 847
loss: 0.9999999929309855
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 6.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 848
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 849
loss: 0.9999999910030725
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
IOU: [97.87, 82.7, 92.25, 52.51, 62.07, 63.04, 68.05, 76.46, 92.34, 59.59, 94.88, 80.44, 60.59, 94.29, 64.62, 76.65, 64.62, 58.6, 74.06]
mIOU: 74.51, mIOU_reduced: 75.61, accuracy: 95.72
epoch: 850
loss: 0.9999999893964783
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 851
loss: 0.9999999887538407
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 852
loss: 0.9999999901997754
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 853
loss: 0.9999999908424131
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [8.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 854
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [8.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 855
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 856
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 857
loss: 0.9999999889145
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 858
loss: 0.9999999887538407
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 859
loss: 0.9999999905210942
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 860
loss: 0.9999999908424131
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 861
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 862
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 863
loss: 0.9999999910030725
dilation rates: [[6.0, 4.0], [4.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 864
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 865
loss: 0.999999990039116
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 6.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 866
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 867
loss: 0.9999999892358189
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 868
loss: 0.9999999914850507
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 869
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 870
loss: 0.9999999924490073
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 17.0]]
epoch: 871
loss: 0.9999999914850507
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 872
loss: 0.9999999893964783
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 873
loss: 0.9999999893964783
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 874
loss: 0.9999999905210942
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
IOU: [97.92, 83.79, 91.63, 52.35, 59.23, 62.89, 63.4, 74.06, 92.0, 62.86, 94.65, 78.43, 57.1, 92.11, 40.6, 27.06, 73.6, 53.66, 72.91]
mIOU: 70.01, mIOU_reduced: 74.31, accuracy: 95.34
epoch: 875
loss: 0.9999999901997754
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 876
loss: 0.9999999887538407
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 877
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 878
loss: 0.9999999927703261
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 879
loss: 0.9999999908424131
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 880
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 881
loss: 0.9999999926096667
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 882
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 883
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 884
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 885
loss: 0.9999999903604349
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 886
loss: 0.9999999903604349
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 887
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 888
loss: 0.9999999893964783
dilation rates: [[6.0, 3.0], [3.0, 12.0], [1.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 889
loss: 0.9999999906817536
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 890
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 891
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 892
loss: 0.9999999876292247
dilation rates: [[5.0, 3.0], [3.0, 13.0], [1.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 893
loss: 0.9999999897177971
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 894
loss: 0.9999999882718623
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 7.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 895
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 896
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 897
loss: 0.9999999890751594
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 898
loss: 0.9999999914850507
dilation rates: [[6.0, 4.0], [4.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 899
loss: 0.9999999898784565
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 2.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
IOU: [98.15, 84.58, 92.36, 51.95, 63.4, 65.12, 69.47, 77.27, 92.22, 61.6, 94.94, 80.72, 61.25, 94.58, 64.96, 79.28, 79.49, 60.36, 74.2]
mIOU: 76.1, mIOU_reduced: 76.39, accuracy: 95.92
epoch: 900
loss: 0.9999999892358189
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 901
loss: 0.999999991163732
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 902
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 903
loss: 0.9999999906817536
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 904
loss: 0.9999999895571378
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 905
loss: 0.9999999916457102
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 906
loss: 0.9999999885931812
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 907
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 12.0], [1.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 908
loss: 0.9999999913243913
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 909
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 910
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 911
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 7.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 912
loss: 0.9999999895571378
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 2.0], [27.0, 5.0], [7.0, 15.0], [8.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 913
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 914
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 915
loss: 0.9999999893964783
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 916
loss: 0.9999999910030725
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 2.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 917
loss: 0.9999999922883478
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 2.0], [27.0, 5.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 918
loss: 0.9999999887538407
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 919
loss: 0.9999999901997754
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 920
loss: 0.999999990039116
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 921
loss: 0.9999999895571378
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 922
loss: 0.999999991163732
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 923
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 12.0], [1.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 2.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 924
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
IOU: [98.28, 86.05, 92.35, 58.77, 62.05, 65.41, 68.58, 76.33, 92.16, 63.58, 95.02, 79.56, 59.84, 93.38, 59.09, 81.44, 68.59, 53.97, 74.3]
mIOU: 75.2, mIOU_reduced: 76.23, accuracy: 95.92
epoch: 925
loss: 0.9999999918063696
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 926
loss: 0.9999999892358189
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 927
loss: 0.9999999918063696
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 928
loss: 0.9999999929309855
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 2.0], [29.0, 16.0]]
epoch: 929
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 2.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 930
loss: 0.9999999895571378
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 931
loss: 0.9999999901997754
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 2.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 932
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 933
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 12.0], [1.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 934
loss: 0.9999999906817536
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 935
loss: 0.999999986986587
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 2.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 936
loss: 0.9999999908424131
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 937
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 2.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 938
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 12.0], [1.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 939
loss: 0.9999999895571378
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 2.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 940
loss: 0.9999999889145
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 941
loss: 0.9999999922883478
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 2.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 942
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 943
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 944
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 13.0], [1.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 945
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 13.0], [1.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 2.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 946
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 2.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 947
loss: 0.9999999905210942
dilation rates: [[5.0, 4.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 948
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 949
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
IOU: [98.17, 85.08, 92.75, 62.39, 60.91, 65.51, 70.23, 78.51, 92.6, 64.88, 95.13, 81.0, 63.32, 94.81, 71.42, 85.8, 82.35, 58.5, 75.53]
mIOU: 77.84, mIOU_reduced: 77.46, accuracy: 96.15
epoch: 950
loss: 0.9999999903604349
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 951
loss: 0.9999999906817536
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 952
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 2.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 953
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 954
loss: 0.9999999918063696
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [12.0, 2.0], [29.0, 16.0]]
epoch: 955
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 2.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 956
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 957
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 2.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 958
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [10.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 959
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 960
loss: 0.9999999898784565
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [10.0, 5.0], [12.0, 2.0], [29.0, 16.0]]
epoch: 961
loss: 0.9999999898784565
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 2.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 962
loss: 0.9999999930916449
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [12.0, 2.0], [29.0, 16.0]]
epoch: 963
loss: 0.9999999897177971
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [12.0, 3.0], [29.0, 16.0]]
epoch: 964
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 965
loss: 0.9999999910030725
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 966
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 967
loss: 0.9999999921276884
dilation rates: [[6.0, 4.0], [3.0, 12.0], [1.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 968
loss: 0.9999999916457102
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 2.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 969
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 970
loss: 0.999999990039116
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 971
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 12.0], [1.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 972
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [12.0, 2.0], [29.0, 16.0]]
epoch: 973
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 974
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
IOU: [98.22, 85.54, 92.87, 60.28, 63.16, 66.16, 70.93, 78.31, 92.48, 64.31, 95.17, 81.55, 62.62, 94.7, 74.3, 86.02, 82.24, 60.82, 75.68]
mIOU: 78.18, mIOU_reduced: 77.67, accuracy: 96.17
epoch: 975
loss: 0.9999999898784565
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 976
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 977
loss: 0.9999999938949421
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 978
loss: 0.9999999918063696
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 979
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 980
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 5.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 981
loss: 0.9999999898784565
dilation rates: [[6.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 982
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 13.0], [1.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 983
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 13.0], [2.0, 8.0], [10.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 984
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 985
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 986
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 13.0], [1.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 987
loss: 0.9999999895571378
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 2.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 988
loss: 0.999999991967029
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 2.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
epoch: 989
loss: 0.999999991163732
dilation rates: [[6.0, 4.0], [3.0, 13.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
epoch: 990
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 6.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
IOU: [98.26, 85.62, 93.04, 62.34, 65.28, 66.45, 70.81, 78.7, 92.63, 64.07, 95.24, 81.55, 63.52, 94.77, 76.49, 85.74, 79.84, 60.07, 75.84]
mIOU: 78.44, mIOU_reduced: 78.01, accuracy: 96.26
epoch: 991
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 8.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
IOU: [98.27, 85.64, 93.04, 62.31, 64.74, 66.4, 70.83, 78.52, 92.63, 64.0, 95.24, 81.89, 63.75, 94.8, 77.67, 86.53, 81.74, 61.0, 75.81]
mIOU: 78.67, mIOU_reduced: 78.05, accuracy: 96.27
epoch: 992
loss: 0.9999999929309855
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
IOU: [98.22, 85.43, 92.99, 62.66, 64.0, 66.51, 70.7, 78.58, 92.57, 64.21, 95.18, 81.69, 63.71, 94.81, 76.97, 86.68, 80.45, 60.84, 75.65]
mIOU: 78.52, mIOU_reduced: 77.99, accuracy: 96.23
epoch: 993
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 15.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
IOU: [98.28, 85.71, 93.0, 62.22, 64.72, 66.46, 70.82, 78.66, 92.65, 64.89, 95.2, 81.8, 63.14, 94.8, 79.96, 87.9, 81.46, 61.34, 75.77]
mIOU: 78.88, mIOU_reduced: 78.09, accuracy: 96.28
epoch: 994
loss: 0.9999999897177971
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 5.0], [7.0, 15.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
IOU: [98.25, 85.64, 93.03, 62.33, 64.44, 66.26, 71.05, 78.65, 92.58, 64.47, 95.18, 81.77, 63.11, 94.77, 78.11, 86.63, 80.85, 61.38, 75.65]
mIOU: 78.64, mIOU_reduced: 78.04, accuracy: 96.25
epoch: 995
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [11.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
IOU: [98.26, 85.56, 93.04, 62.4, 64.24, 66.32, 70.81, 78.48, 92.57, 64.46, 95.21, 81.76, 63.39, 94.86, 77.15, 88.16, 80.67, 60.75, 75.64]
mIOU: 78.62, mIOU_reduced: 77.98, accuracy: 96.25
epoch: 996
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [8.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
IOU: [98.27, 85.71, 93.01, 62.16, 64.37, 66.38, 71.08, 78.65, 92.55, 64.45, 95.21, 81.78, 63.42, 94.81, 78.22, 87.66, 81.49, 61.07, 75.84]
mIOU: 78.74, mIOU_reduced: 78.05, accuracy: 96.26
epoch: 997
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 2.0], [29.0, 16.0]]
IOU: [98.28, 85.71, 93.04, 61.89, 64.65, 66.3, 71.08, 78.78, 92.54, 63.94, 95.22, 81.93, 63.51, 94.82, 79.91, 87.56, 80.67, 61.79, 75.87]
mIOU: 78.82, mIOU_reduced: 78.09, accuracy: 96.26
epoch: 998
loss: 0.9999999921276884
dilation rates: [[5.0, 4.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
IOU: [98.25, 85.53, 93.06, 62.21, 65.72, 66.36, 70.91, 78.66, 92.57, 64.27, 95.18, 81.64, 63.4, 94.79, 77.07, 86.98, 82.29, 61.07, 75.74]
mIOU: 78.72, mIOU_reduced: 78.09, accuracy: 96.25
epoch: 999
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 12.0], [2.0, 8.0], [10.0, 5.0], [20.0, 9.0], [16.0, 3.0], [27.0, 4.0], [7.0, 14.0], [9.0, 14.0], [9.0, 5.0], [11.0, 3.0], [29.0, 16.0]]
IOU: [98.25, 85.56, 93.02, 62.1, 65.42, 66.39, 71.0, 78.58, 92.58, 64.46, 95.2, 81.8, 63.42, 94.8, 79.44, 88.31, 81.49, 62.07, 75.81]
mIOU: 78.93, mIOU_reduced: 78.15, accuracy: 96.26
Best mIOU: 78.93192993967156
Best global accuracy: 96.27814888954163
Training time 2 days, 3:56:12
mIOUs: [78.93192993967156]
global_accuracies: [96.27814888954163]
