{'model_name': 'L6_decoder26', 'model_type': 'experimental2', 'num_classes': 19, 'ignore_value': 255, 'pretrained_backbone': False, 'epochs': 1000, 'max_epochs': 1000, 'resume': False, 'lr': 0.05, 'momentum': 0.9, 'weight_decay': 0.0001, 'class_weight': None, 'bn_weight_decay': False, 'bn_precise_stats': False, 'bn_precise_num_samples': 600, 'lr_scheduler': 'poly', 'poly_power': 0.9, 'warmup_iters': 3000, 'warmup_factor': 0.1, 'mixed_precision': True, 'run': 1, 'RNG_seed': 0, 'loss_type': '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_run1', 'save_latest_path': 'checkpoints/L6_decoder26_1000_epochs_latest', 'resume_path': 'checkpoints/L6_decoder26_1000_epochs_latest', 'log_path': 'logs/L6_decoder26_1000_epochs_run1.txt'}
run: 1
epoch: 0
loss: 0.999999991163732
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: [74.82, 1.79, 45.49, 0.0, 0.0, 0.0, 0.0, 0.0, 61.27, 2.57, 32.1, 0.0, 0.0, 21.41, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 12.6, mIOU_reduced: 14.97, accuracy: 65.24
epoch: 1
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.0, 2.0], [1.0, 2.0], [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: 0.999999991163732
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [1.0, 2.0], [2.0, 2.0], [1.0, 2.0], [1.0, 2.0], [1.0, 2.0], [3.0, 3.0]]
epoch: 3
loss: 0.9999999926096667
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [3.0, 4.0]]
epoch: 4
loss: 0.9999999930916449
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 3.0], [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], [4.0, 5.0]]
epoch: 5
loss: 0.9999999927703261
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [2.0, 3.0], [2.0, 3.0], [2.0, 2.0], [2.0, 3.0], [2.0, 3.0], [2.0, 2.0], [4.0, 7.0]]
epoch: 6
loss: 0.9999999926096667
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [2.0, 3.0], [2.0, 3.0], [3.0, 2.0], [2.0, 3.0], [2.0, 3.0], [2.0, 3.0], [4.0, 8.0]]
epoch: 7
loss: 0.9999999926096667
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [2.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [2.0, 3.0], [3.0, 3.0], [5.0, 9.0]]
epoch: 8
loss: 0.9999999908424131
dilation rates: [[2.0, 2.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [5.0, 10.0]]
epoch: 9
loss: 0.999999991163732
dilation rates: [[3.0, 2.0], [2.0, 3.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [6.0, 11.0]]
epoch: 10
loss: 0.9999999905210942
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 3.0], [3.0, 4.0], [3.0, 3.0], [2.0, 4.0], [2.0, 4.0], [3.0, 3.0], [3.0, 4.0], [3.0, 4.0], [3.0, 3.0], [6.0, 11.0]]
epoch: 11
loss: 0.9999999943769203
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 4.0], [3.0, 4.0], [3.0, 4.0], [2.0, 4.0], [3.0, 3.0], [3.0, 4.0], [3.0, 4.0], [3.0, 4.0], [6.0, 12.0]]
epoch: 12
loss: 0.9999999913243913
dilation rates: [[2.0, 1.0], [2.0, 2.0], [2.0, 4.0], [3.0, 4.0], [3.0, 4.0], [3.0, 4.0], [2.0, 4.0], [4.0, 3.0], [2.0, 4.0], [3.0, 4.0], [3.0, 4.0], [6.0, 12.0]]
epoch: 13
loss: 0.9999999913243913
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 4.0], [3.0, 4.0], [2.0, 4.0], [2.0, 4.0], [4.0, 3.0], [3.0, 4.0], [3.0, 5.0], [3.0, 4.0], [6.0, 13.0]]
epoch: 14
loss: 0.9999999913243913
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 4.0], [3.0, 4.0], [3.0, 4.0], [2.0, 4.0], [4.0, 3.0], [3.0, 4.0], [3.0, 5.0], [3.0, 4.0], [7.0, 13.0]]
epoch: 15
loss: 0.9999999910030725
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 4.0], [3.0, 4.0], [3.0, 4.0], [3.0, 4.0], [4.0, 3.0], [3.0, 4.0], [3.0, 5.0], [3.0, 4.0], [7.0, 14.0]]
epoch: 16
loss: 0.9999999906817536
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 4.0], [3.0, 4.0], [3.0, 4.0], [3.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 5.0], [3.0, 4.0], [7.0, 14.0]]
epoch: 17
loss: 0.9999999913243913
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 5.0], [3.0, 4.0], [3.0, 4.0], [2.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 5.0], [3.0, 4.0], [7.0, 14.0]]
epoch: 18
loss: 0.9999999935736232
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 5.0], [3.0, 4.0], [3.0, 4.0], [3.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 5.0], [4.0, 5.0], [7.0, 14.0]]
epoch: 19
loss: 0.9999999932523044
dilation rates: [[3.0, 1.0], [2.0, 3.0], [2.0, 4.0], [3.0, 5.0], [3.0, 4.0], [3.0, 4.0], [2.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 5.0], [4.0, 5.0], [8.0, 15.0]]
epoch: 20
loss: 0.9999999942162608
dilation rates: [[2.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 5.0], [3.0, 4.0], [3.0, 5.0], [2.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 6.0], [4.0, 5.0], [8.0, 15.0]]
epoch: 21
loss: 0.9999999927703261
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 5.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 6.0], [4.0, 5.0], [8.0, 15.0]]
epoch: 22
loss: 0.9999999926096667
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 5.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 6.0], [4.0, 5.0], [8.0, 15.0]]
epoch: 23
loss: 0.9999999930916449
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 4.0], [3.0, 5.0], [3.0, 5.0], [3.0, 5.0], [3.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 6.0], [4.0, 5.0], [8.0, 15.0]]
epoch: 24
loss: 0.9999999908424131
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 5.0], [3.0, 5.0], [3.0, 5.0], [2.0, 5.0], [4.0, 3.0], [3.0, 5.0], [3.0, 6.0], [4.0, 5.0], [8.0, 16.0]]
IOU: [95.61, 67.5, 85.22, 24.2, 32.55, 42.2, 23.67, 42.42, 87.46, 42.05, 89.07, 56.11, 3.46, 85.36, 7.39, 34.3, 29.69, 7.97, 50.78]
mIOU: 47.74, mIOU_reduced: 52.23, accuracy: 91.29
epoch: 25
loss: 0.9999999905210942
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 5.0], [3.0, 5.0], [3.0, 5.0], [2.0, 6.0], [5.0, 3.0], [3.0, 6.0], [3.0, 6.0], [4.0, 5.0], [8.0, 16.0]]
epoch: 26
loss: 0.9999999918063696
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 5.0], [3.0, 5.0], [3.0, 5.0], [2.0, 6.0], [4.0, 4.0], [3.0, 6.0], [3.0, 6.0], [4.0, 5.0], [8.0, 16.0]]
epoch: 27
loss: 0.9999999922883478
dilation rates: [[3.0, 2.0], [1.0, 3.0], [2.0, 5.0], [3.0, 6.0], [3.0, 5.0], [3.0, 5.0], [2.0, 6.0], [4.0, 4.0], [3.0, 6.0], [3.0, 6.0], [4.0, 5.0], [8.0, 16.0]]
epoch: 28
loss: 0.9999999938949421
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 6.0], [3.0, 5.0], [3.0, 5.0], [3.0, 6.0], [4.0, 3.0], [3.0, 6.0], [3.0, 6.0], [4.0, 5.0], [8.0, 16.0]]
epoch: 29
loss: 0.9999999914850507
dilation rates: [[3.0, 2.0], [1.0, 3.0], [2.0, 4.0], [3.0, 6.0], [3.0, 5.0], [3.0, 5.0], [3.0, 6.0], [4.0, 4.0], [3.0, 6.0], [3.0, 6.0], [4.0, 5.0], [9.0, 16.0]]
epoch: 30
loss: 0.9999999916457102
dilation rates: [[3.0, 1.0], [2.0, 3.0], [2.0, 5.0], [3.0, 6.0], [3.0, 5.0], [3.0, 5.0], [3.0, 6.0], [4.0, 4.0], [3.0, 6.0], [3.0, 6.0], [4.0, 5.0], [9.0, 17.0]]
epoch: 31
loss: 0.9999999914850507
dilation rates: [[3.0, 2.0], [2.0, 4.0], [1.0, 5.0], [3.0, 6.0], [3.0, 5.0], [3.0, 5.0], [2.0, 6.0], [5.0, 3.0], [3.0, 6.0], [3.0, 7.0], [4.0, 6.0], [9.0, 17.0]]
epoch: 32
loss: 0.9999999905210942
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 6.0], [3.0, 5.0], [2.0, 5.0], [2.0, 6.0], [5.0, 4.0], [3.0, 6.0], [3.0, 7.0], [4.0, 6.0], [9.0, 17.0]]
epoch: 33
loss: 0.9999999916457102
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 6.0], [3.0, 5.0], [3.0, 5.0], [3.0, 6.0], [5.0, 4.0], [3.0, 6.0], [3.0, 7.0], [4.0, 6.0], [9.0, 17.0]]
epoch: 34
loss: 0.9999999922883478
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 6.0], [3.0, 5.0], [3.0, 5.0], [2.0, 6.0], [5.0, 4.0], [3.0, 6.0], [3.0, 7.0], [4.0, 6.0], [9.0, 17.0]]
epoch: 35
loss: 0.9999999916457102
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 6.0], [3.0, 5.0], [3.0, 5.0], [2.0, 6.0], [5.0, 4.0], [3.0, 6.0], [3.0, 7.0], [4.0, 6.0], [9.0, 17.0]]
epoch: 36
loss: 0.999999991967029
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 6.0], [3.0, 5.0], [3.0, 5.0], [2.0, 6.0], [5.0, 4.0], [3.0, 6.0], [3.0, 7.0], [4.0, 6.0], [9.0, 18.0]]
epoch: 37
loss: 0.9999999906817536
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 6.0], [3.0, 5.0], [3.0, 5.0], [2.0, 6.0], [5.0, 4.0], [3.0, 6.0], [3.0, 7.0], [4.0, 6.0], [9.0, 18.0]]
epoch: 38
loss: 0.999999991163732
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 5.0], [3.0, 7.0], [3.0, 5.0], [3.0, 5.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 7.0], [4.0, 6.0], [9.0, 18.0]]
epoch: 39
loss: 0.9999999914850507
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 5.0], [3.0, 7.0], [3.0, 6.0], [3.0, 5.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 7.0], [4.0, 6.0], [9.0, 18.0]]
epoch: 40
loss: 0.9999999929309855
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 5.0], [4.0, 7.0], [3.0, 6.0], [3.0, 5.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 7.0], [4.0, 6.0], [10.0, 18.0]]
epoch: 41
loss: 0.9999999906817536
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 7.0], [3.0, 6.0], [3.0, 5.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 7.0], [4.0, 6.0], [9.0, 18.0]]
epoch: 42
loss: 0.9999999921276884
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 7.0], [3.0, 6.0], [3.0, 5.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 7.0], [4.0, 6.0], [9.0, 18.0]]
epoch: 43
loss: 0.9999999881112029
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 7.0], [3.0, 6.0], [3.0, 5.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 8.0], [5.0, 6.0], [10.0, 18.0]]
epoch: 44
loss: 0.9999999910030725
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 7.0], [3.0, 6.0], [3.0, 5.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 8.0], [5.0, 6.0], [10.0, 18.0]]
epoch: 45
loss: 0.9999999916457102
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 5.0], [3.0, 7.0], [3.0, 6.0], [3.0, 6.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 8.0], [4.0, 6.0], [10.0, 18.0]]
epoch: 46
loss: 0.9999999895571378
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 5.0], [4.0, 7.0], [3.0, 6.0], [3.0, 6.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 8.0], [5.0, 6.0], [10.0, 19.0]]
epoch: 47
loss: 0.9999999913243913
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 5.0], [3.0, 7.0], [3.0, 6.0], [3.0, 6.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 8.0], [4.0, 6.0], [10.0, 19.0]]
epoch: 48
loss: 0.9999999938949421
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 7.0], [3.0, 6.0], [3.0, 5.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 8.0], [4.0, 6.0], [10.0, 19.0]]
epoch: 49
loss: 0.9999999932523044
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 7.0], [3.0, 6.0], [3.0, 5.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 8.0], [5.0, 7.0], [10.0, 19.0]]
IOU: [96.07, 70.52, 86.71, 23.6, 38.08, 49.2, 35.92, 57.16, 89.12, 50.02, 89.53, 66.27, 37.49, 87.75, 13.82, 43.09, 2.29, 17.73, 59.83]
mIOU: 53.38, mIOU_reduced: 59.69, accuracy: 92.55
epoch: 50
loss: 0.9999999910030725
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 5.0], [3.0, 7.0], [3.0, 6.0], [3.0, 6.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 8.0], [5.0, 7.0], [10.0, 19.0]]
epoch: 51
loss: 0.999999991163732
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 5.0], [4.0, 7.0], [3.0, 6.0], [3.0, 6.0], [2.0, 7.0], [6.0, 4.0], [4.0, 7.0], [3.0, 8.0], [5.0, 7.0], [10.0, 19.0]]
epoch: 52
loss: 0.999999991163732
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 7.0], [4.0, 6.0], [3.0, 6.0], [2.0, 7.0], [5.0, 4.0], [3.0, 7.0], [3.0, 8.0], [5.0, 7.0], [10.0, 19.0]]
epoch: 53
loss: 0.999999990039116
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 8.0], [4.0, 6.0], [3.0, 6.0], [2.0, 7.0], [6.0, 4.0], [3.0, 7.0], [3.0, 8.0], [5.0, 7.0], [10.0, 19.0]]
epoch: 54
loss: 0.9999999929309855
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 5.0], [3.0, 8.0], [4.0, 6.0], [3.0, 6.0], [2.0, 8.0], [6.0, 4.0], [4.0, 7.0], [3.0, 8.0], [5.0, 7.0], [10.0, 19.0]]
epoch: 55
loss: 0.9999999905210942
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 6.0], [3.0, 8.0], [3.0, 6.0], [3.0, 5.0], [2.0, 8.0], [6.0, 4.0], [3.0, 7.0], [3.0, 8.0], [5.0, 7.0], [10.0, 19.0]]
epoch: 56
loss: 0.9999999921276884
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 8.0], [3.0, 6.0], [3.0, 6.0], [2.0, 8.0], [5.0, 5.0], [3.0, 8.0], [3.0, 8.0], [5.0, 7.0], [10.0, 19.0]]
epoch: 57
loss: 0.9999999913243913
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 5.0], [4.0, 8.0], [3.0, 6.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [3.0, 8.0], [3.0, 8.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 58
loss: 0.9999999918063696
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 6.0], [4.0, 8.0], [4.0, 6.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [4.0, 8.0], [3.0, 8.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 59
loss: 0.9999999932523044
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 8.0], [3.0, 6.0], [3.0, 6.0], [2.0, 8.0], [6.0, 4.0], [3.0, 8.0], [3.0, 8.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 60
loss: 0.9999999903604349
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 8.0], [3.0, 6.0], [3.0, 6.0], [2.0, 8.0], [6.0, 4.0], [4.0, 8.0], [3.0, 8.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 61
loss: 0.999999990039116
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 8.0], [4.0, 6.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [4.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 62
loss: 0.9999999934129638
dilation rates: [[3.0, 2.0], [2.0, 3.0], [2.0, 6.0], [4.0, 8.0], [3.0, 6.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [3.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 63
loss: 0.999999991967029
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 8.0], [3.0, 6.0], [3.0, 5.0], [2.0, 8.0], [6.0, 4.0], [4.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 64
loss: 0.9999999927703261
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [4.0, 6.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [4.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 65
loss: 0.9999999898784565
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 6.0], [3.0, 9.0], [4.0, 6.0], [3.0, 6.0], [2.0, 8.0], [6.0, 4.0], [4.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 66
loss: 0.999999990039116
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 5.0], [4.0, 9.0], [3.0, 7.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [4.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 67
loss: 0.9999999916457102
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 9.0], [4.0, 7.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [3.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 68
loss: 0.9999999926096667
dilation rates: [[3.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [4.0, 7.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [4.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 69
loss: 0.9999999905210942
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 9.0], [4.0, 7.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [3.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 70
loss: 0.9999999903604349
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [4.0, 7.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [4.0, 8.0], [3.0, 9.0], [5.0, 7.0], [12.0, 20.0]]
epoch: 71
loss: 0.999999990039116
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [3.0, 7.0], [4.0, 6.0], [2.0, 8.0], [6.0, 5.0], [3.0, 8.0], [3.0, 9.0], [5.0, 7.0], [12.0, 20.0]]
epoch: 72
loss: 0.9999999916457102
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 9.0], [3.0, 7.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [3.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 73
loss: 0.9999999913243913
dilation rates: [[4.0, 2.0], [2.0, 3.0], [2.0, 6.0], [4.0, 9.0], [3.0, 7.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [4.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 20.0]]
epoch: 74
loss: 0.9999999906817536
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [4.0, 7.0], [3.0, 6.0], [2.0, 8.0], [6.0, 5.0], [4.0, 8.0], [3.0, 9.0], [5.0, 7.0], [11.0, 21.0]]
IOU: [96.89, 75.79, 88.47, 32.16, 43.98, 53.59, 44.69, 60.73, 90.71, 49.94, 92.59, 69.45, 45.41, 91.34, 55.0, 72.16, 59.18, 25.91, 60.7]
mIOU: 63.62, mIOU_reduced: 63.9, accuracy: 93.82
epoch: 75
loss: 0.9999999926096667
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [3.0, 7.0], [3.0, 6.0], [2.0, 9.0], [6.0, 4.0], [3.0, 8.0], [3.0, 9.0], [5.0, 8.0], [12.0, 21.0]]
epoch: 76
loss: 0.9999999905210942
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [3.0, 7.0], [3.0, 6.0], [2.0, 9.0], [6.0, 5.0], [4.0, 8.0], [3.0, 9.0], [5.0, 8.0], [11.0, 21.0]]
epoch: 77
loss: 0.9999999908424131
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [3.0, 9.0], [3.0, 7.0], [4.0, 6.0], [2.0, 9.0], [6.0, 5.0], [3.0, 9.0], [3.0, 9.0], [5.0, 7.0], [12.0, 21.0]]
epoch: 78
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [4.0, 7.0], [4.0, 6.0], [2.0, 9.0], [6.0, 5.0], [4.0, 9.0], [3.0, 9.0], [6.0, 8.0], [12.0, 21.0]]
epoch: 79
loss: 0.9999999908424131
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [4.0, 7.0], [3.0, 6.0], [2.0, 9.0], [6.0, 5.0], [4.0, 9.0], [3.0, 9.0], [5.0, 8.0], [12.0, 21.0]]
epoch: 80
loss: 0.9999999905210942
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 6.0], [3.0, 9.0], [3.0, 7.0], [4.0, 6.0], [2.0, 9.0], [6.0, 5.0], [4.0, 9.0], [3.0, 9.0], [5.0, 8.0], [12.0, 21.0]]
epoch: 81
loss: 0.9999999913243913
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [4.0, 7.0], [3.0, 6.0], [2.0, 9.0], [6.0, 5.0], [4.0, 9.0], [3.0, 9.0], [6.0, 8.0], [12.0, 21.0]]
epoch: 82
loss: 0.9999999910030725
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 6.0], [4.0, 10.0], [4.0, 7.0], [3.0, 6.0], [2.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [5.0, 8.0], [12.0, 21.0]]
epoch: 83
loss: 0.9999999908424131
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 10.0], [3.0, 7.0], [3.0, 6.0], [2.0, 9.0], [6.0, 5.0], [4.0, 9.0], [3.0, 10.0], [5.0, 8.0], [12.0, 21.0]]
epoch: 84
loss: 0.9999999897177971
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 6.0], [4.0, 9.0], [4.0, 7.0], [3.0, 6.0], [2.0, 9.0], [6.0, 5.0], [4.0, 9.0], [3.0, 10.0], [6.0, 8.0], [12.0, 21.0]]
epoch: 85
loss: 0.999999991163732
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 9.0], [4.0, 7.0], [4.0, 6.0], [2.0, 9.0], [6.0, 5.0], [4.0, 9.0], [3.0, 10.0], [6.0, 8.0], [12.0, 21.0]]
epoch: 86
loss: 0.999999990039116
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 10.0], [4.0, 7.0], [3.0, 6.0], [2.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [6.0, 7.0], [12.0, 21.0]]
epoch: 87
loss: 0.999999990039116
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 7.0], [4.0, 10.0], [3.0, 7.0], [3.0, 6.0], [2.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [5.0, 8.0], [12.0, 21.0]]
epoch: 88
loss: 0.9999999913243913
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 10.0], [3.0, 7.0], [3.0, 6.0], [1.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [6.0, 8.0], [12.0, 21.0]]
epoch: 89
loss: 0.9999999916457102
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 10.0], [3.0, 7.0], [3.0, 6.0], [2.0, 9.0], [6.0, 5.0], [4.0, 9.0], [3.0, 10.0], [5.0, 8.0], [12.0, 21.0]]
epoch: 90
loss: 0.999999991163732
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 10.0], [4.0, 7.0], [3.0, 6.0], [2.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [5.0, 7.0], [12.0, 21.0]]
epoch: 91
loss: 0.9999999895571378
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 10.0], [4.0, 7.0], [4.0, 6.0], [2.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [6.0, 8.0], [12.0, 22.0]]
epoch: 92
loss: 0.9999999895571378
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 10.0], [4.0, 8.0], [3.0, 7.0], [2.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 93
loss: 0.9999999898784565
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 10.0], [4.0, 7.0], [3.0, 6.0], [2.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 94
loss: 0.999999991163732
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 10.0], [4.0, 8.0], [4.0, 6.0], [2.0, 9.0], [7.0, 5.0], [3.0, 9.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 95
loss: 0.9999999913243913
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 6.0], [4.0, 10.0], [4.0, 8.0], [3.0, 6.0], [2.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 96
loss: 0.9999999908424131
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 10.0], [4.0, 8.0], [4.0, 7.0], [2.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 97
loss: 0.9999999898784565
dilation rates: [[4.0, 2.0], [2.0, 4.0], [3.0, 7.0], [4.0, 10.0], [4.0, 8.0], [3.0, 6.0], [2.0, 9.0], [7.0, 5.0], [4.0, 9.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 98
loss: 0.9999999905210942
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 10.0], [4.0, 8.0], [4.0, 7.0], [2.0, 9.0], [7.0, 5.0], [4.0, 10.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 99
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 7.0], [4.0, 10.0], [4.0, 8.0], [4.0, 6.0], [2.0, 9.0], [7.0, 6.0], [4.0, 9.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
IOU: [97.07, 77.91, 88.25, 31.84, 47.69, 52.91, 49.42, 61.57, 90.04, 56.92, 92.92, 67.74, 41.79, 90.48, 57.82, 64.35, 56.13, 36.79, 66.32]
mIOU: 64.63, mIOU_reduced: 65.6, accuracy: 93.86
epoch: 100
loss: 0.9999999892358189
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 7.0], [4.0, 11.0], [4.0, 8.0], [4.0, 7.0], [2.0, 9.0], [7.0, 6.0], [4.0, 10.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 101
loss: 0.9999999906817536
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 11.0], [4.0, 8.0], [4.0, 7.0], [2.0, 10.0], [7.0, 5.0], [4.0, 10.0], [4.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 102
loss: 0.9999999927703261
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [5.0, 10.0], [4.0, 8.0], [4.0, 7.0], [2.0, 9.0], [7.0, 6.0], [4.0, 10.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 103
loss: 0.9999999901997754
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [5.0, 11.0], [4.0, 8.0], [4.0, 7.0], [2.0, 10.0], [7.0, 5.0], [4.0, 10.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 104
loss: 0.9999999914850507
dilation rates: [[4.0, 2.0], [3.0, 4.0], [2.0, 7.0], [4.0, 11.0], [4.0, 8.0], [4.0, 6.0], [2.0, 10.0], [7.0, 6.0], [4.0, 10.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 105
loss: 0.9999999922883478
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 11.0], [4.0, 8.0], [4.0, 6.0], [2.0, 10.0], [7.0, 6.0], [3.0, 10.0], [3.0, 10.0], [6.0, 8.0], [12.0, 22.0]]
epoch: 106
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 7.0], [4.0, 11.0], [4.0, 8.0], [4.0, 7.0], [2.0, 10.0], [7.0, 5.0], [4.0, 10.0], [3.0, 10.0], [6.0, 8.0], [13.0, 22.0]]
epoch: 107
loss: 0.9999999906817536
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 11.0], [4.0, 8.0], [3.0, 7.0], [2.0, 10.0], [7.0, 6.0], [4.0, 10.0], [4.0, 11.0], [6.0, 8.0], [13.0, 23.0]]
epoch: 108
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 11.0], [4.0, 8.0], [3.0, 7.0], [2.0, 10.0], [7.0, 6.0], [4.0, 10.0], [3.0, 11.0], [6.0, 8.0], [13.0, 23.0]]
epoch: 109
loss: 0.9999999916457102
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [5.0, 11.0], [4.0, 8.0], [3.0, 7.0], [2.0, 10.0], [7.0, 5.0], [4.0, 10.0], [3.0, 10.0], [6.0, 8.0], [13.0, 23.0]]
epoch: 110
loss: 0.9999999918063696
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 7.0], [5.0, 11.0], [4.0, 8.0], [4.0, 7.0], [2.0, 9.0], [7.0, 6.0], [4.0, 10.0], [4.0, 11.0], [6.0, 9.0], [13.0, 23.0]]
epoch: 111
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 7.0], [4.0, 11.0], [4.0, 8.0], [3.0, 7.0], [2.0, 10.0], [7.0, 5.0], [4.0, 10.0], [4.0, 11.0], [6.0, 8.0], [13.0, 23.0]]
epoch: 112
loss: 0.9999999921276884
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [5.0, 11.0], [4.0, 8.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 10.0], [3.0, 11.0], [6.0, 9.0], [13.0, 23.0]]
epoch: 113
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 7.0], [4.0, 11.0], [4.0, 8.0], [4.0, 7.0], [2.0, 10.0], [7.0, 5.0], [4.0, 10.0], [3.0, 11.0], [6.0, 8.0], [13.0, 23.0]]
epoch: 114
loss: 0.9999999916457102
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 7.0], [5.0, 11.0], [4.0, 8.0], [4.0, 7.0], [2.0, 10.0], [7.0, 6.0], [4.0, 10.0], [4.0, 11.0], [6.0, 9.0], [13.0, 23.0]]
epoch: 115
loss: 0.9999999942162608
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 7.0], [5.0, 11.0], [4.0, 8.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 10.0], [3.0, 11.0], [6.0, 9.0], [14.0, 23.0]]
epoch: 116
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [4.0, 12.0], [4.0, 8.0], [4.0, 7.0], [1.0, 10.0], [7.0, 6.0], [4.0, 10.0], [3.0, 11.0], [6.0, 9.0], [14.0, 23.0]]
epoch: 117
loss: 0.999999991967029
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [5.0, 12.0], [4.0, 8.0], [4.0, 6.0], [2.0, 10.0], [8.0, 6.0], [4.0, 10.0], [3.0, 11.0], [6.0, 9.0], [14.0, 23.0]]
epoch: 118
loss: 0.9999999921276884
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 7.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 10.0], [3.0, 11.0], [7.0, 9.0], [14.0, 23.0]]
epoch: 119
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 7.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 10.0], [4.0, 11.0], [6.0, 9.0], [14.0, 23.0]]
epoch: 120
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 7.0], [5.0, 12.0], [5.0, 9.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 10.0], [4.0, 11.0], [6.0, 9.0], [14.0, 23.0]]
epoch: 121
loss: 0.9999999924490073
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 7.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 10.0], [3.0, 11.0], [6.0, 9.0], [14.0, 23.0]]
epoch: 122
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 7.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 11.0], [4.0, 11.0], [7.0, 9.0], [14.0, 23.0]]
epoch: 123
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [5.0, 12.0], [4.0, 9.0], [3.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 11.0], [3.0, 11.0], [6.0, 9.0], [14.0, 23.0]]
epoch: 124
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 7.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 11.0], [4.0, 11.0], [6.0, 9.0], [14.0, 23.0]]
IOU: [96.81, 76.22, 88.61, 24.52, 40.72, 49.87, 45.92, 60.41, 89.64, 52.8, 93.02, 70.31, 46.72, 90.25, 54.03, 62.15, 49.91, 25.91, 59.78]
mIOU: 61.98, mIOU_reduced: 63.22, accuracy: 93.65
epoch: 125
loss: 0.9999999906817536
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 7.0], [5.0, 12.0], [4.0, 9.0], [3.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [14.0, 23.0]]
epoch: 126
loss: 0.9999999918063696
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [5.0, 12.0], [5.0, 8.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [14.0, 23.0]]
epoch: 127
loss: 0.9999999903604349
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [5.0, 12.0], [4.0, 8.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [6.0, 9.0], [14.0, 23.0]]
epoch: 128
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 7.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [14.0, 23.0]]
epoch: 129
loss: 0.9999999914850507
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 7.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [6.0, 9.0], [14.0, 24.0]]
epoch: 130
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 7.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 10.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [14.0, 24.0]]
epoch: 131
loss: 0.999999991967029
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 7.0], [5.0, 12.0], [4.0, 9.0], [3.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [4.0, 12.0], [7.0, 9.0], [14.0, 24.0]]
epoch: 132
loss: 0.9999999893964783
dilation rates: [[5.0, 3.0], [2.0, 5.0], [2.0, 8.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [6.0, 9.0], [14.0, 24.0]]
epoch: 133
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [4.0, 12.0], [6.0, 9.0], [14.0, 24.0]]
epoch: 134
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 7.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [4.0, 12.0], [6.0, 9.0], [14.0, 24.0]]
epoch: 135
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 8.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [1.0, 11.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [14.0, 24.0]]
epoch: 136
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 8.0], [5.0, 12.0], [4.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [6.0, 9.0], [14.0, 24.0]]
epoch: 137
loss: 0.9999999922883478
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 8.0], [5.0, 13.0], [4.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [4.0, 12.0], [6.0, 9.0], [14.0, 24.0]]
epoch: 138
loss: 0.9999999938949421
dilation rates: [[4.0, 3.0], [2.0, 4.0], [2.0, 7.0], [5.0, 13.0], [4.0, 9.0], [3.0, 7.0], [1.0, 11.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [14.0, 24.0]]
epoch: 139
loss: 0.9999999927703261
dilation rates: [[4.0, 2.0], [2.0, 4.0], [2.0, 7.0], [5.0, 13.0], [5.0, 9.0], [3.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [4.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 140
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 8.0], [5.0, 13.0], [5.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [4.0, 12.0], [6.0, 9.0], [14.0, 24.0]]
epoch: 141
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 7.0], [5.0, 13.0], [4.0, 9.0], [3.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 142
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 8.0], [5.0, 13.0], [5.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [4.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 143
loss: 0.9999999929309855
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 8.0], [5.0, 13.0], [4.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [6.0, 9.0], [15.0, 24.0]]
epoch: 144
loss: 0.9999999910030725
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 8.0], [6.0, 13.0], [5.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [4.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 145
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 7.0], [5.0, 13.0], [4.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [4.0, 12.0], [6.0, 9.0], [15.0, 24.0]]
epoch: 146
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [5.0, 13.0], [5.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 147
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [5.0, 13.0], [5.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 148
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 8.0], [5.0, 13.0], [4.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [4.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 149
loss: 0.9999999901997754
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [5.0, 13.0], [5.0, 9.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 10.0], [15.0, 24.0]]
IOU: [97.18, 78.43, 89.28, 43.94, 43.86, 52.23, 53.3, 68.19, 90.64, 59.25, 93.65, 71.96, 48.82, 90.86, 46.45, 64.78, 51.59, 32.68, 66.8]
mIOU: 65.47, mIOU_reduced: 67.57, accuracy: 94.27
epoch: 150
loss: 0.9999999910030725
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 8.0], [6.0, 13.0], [4.0, 9.0], [4.0, 7.0], [2.0, 11.0], [9.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 151
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 7.0], [6.0, 13.0], [4.0, 10.0], [4.0, 7.0], [2.0, 11.0], [9.0, 6.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 152
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 8.0], [5.0, 13.0], [5.0, 10.0], [4.0, 7.0], [2.0, 11.0], [9.0, 6.0], [4.0, 11.0], [4.0, 12.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 153
loss: 0.9999999903604349
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 8.0], [5.0, 13.0], [4.0, 9.0], [3.0, 7.0], [2.0, 11.0], [8.0, 7.0], [4.0, 11.0], [3.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 154
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 13.0], [5.0, 10.0], [4.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 12.0], [4.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 155
loss: 0.9999999908424131
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 8.0], [6.0, 13.0], [4.0, 10.0], [3.0, 7.0], [2.0, 11.0], [8.0, 6.0], [4.0, 12.0], [4.0, 12.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 156
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 8.0], [5.0, 13.0], [5.0, 10.0], [3.0, 7.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [3.0, 12.0], [6.0, 9.0], [15.0, 24.0]]
epoch: 157
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 13.0], [5.0, 10.0], [4.0, 8.0], [2.0, 11.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 158
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 8.0], [5.0, 13.0], [4.0, 9.0], [4.0, 7.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [3.0, 12.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 159
loss: 0.9999999926096667
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 7.0], [5.0, 13.0], [5.0, 9.0], [4.0, 7.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [4.0, 12.0], [6.0, 9.0], [15.0, 24.0]]
epoch: 160
loss: 0.999999990039116
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 7.0], [5.0, 13.0], [4.0, 10.0], [3.0, 7.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [4.0, 13.0], [6.0, 9.0], [15.0, 24.0]]
epoch: 161
loss: 0.9999999903604349
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 8.0], [5.0, 13.0], [4.0, 10.0], [4.0, 7.0], [1.0, 11.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [6.0, 10.0], [15.0, 24.0]]
epoch: 162
loss: 0.9999999918063696
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 7.0], [5.0, 13.0], [4.0, 9.0], [4.0, 8.0], [2.0, 11.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 163
loss: 0.9999999924490073
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 8.0], [6.0, 13.0], [4.0, 10.0], [3.0, 8.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 164
loss: 0.9999999916457102
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 11.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 165
loss: 0.9999999922883478
dilation rates: [[5.0, 2.0], [2.0, 3.0], [2.0, 7.0], [6.0, 14.0], [4.0, 9.0], [4.0, 8.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [4.0, 13.0], [7.0, 9.0], [15.0, 25.0]]
epoch: 166
loss: 0.9999999905210942
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 14.0], [5.0, 9.0], [4.0, 8.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [3.0, 13.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 167
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 168
loss: 0.9999999924490073
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 8.0], [6.0, 14.0], [4.0, 10.0], [4.0, 8.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [3.0, 13.0], [6.0, 10.0], [15.0, 25.0]]
epoch: 169
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 11.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 170
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 6.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 171
loss: 0.9999999921276884
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 9.0], [15.0, 24.0]]
epoch: 172
loss: 0.9999999898784565
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 173
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 6.0], [4.0, 12.0], [3.0, 13.0], [6.0, 10.0], [15.0, 25.0]]
epoch: 174
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 14.0], [5.0, 10.0], [3.0, 7.0], [2.0, 11.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [15.0, 25.0]]
IOU: [97.41, 78.96, 89.31, 40.15, 51.56, 51.31, 49.58, 64.67, 90.92, 53.02, 93.6, 73.69, 50.55, 91.94, 59.68, 50.28, 38.33, 42.84, 66.81]
mIOU: 64.98, mIOU_reduced: 67.9, accuracy: 94.35
epoch: 175
loss: 0.9999999927703261
dilation rates: [[6.0, 2.0], [2.0, 4.0], [2.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 11.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [15.0, 25.0]]
epoch: 176
loss: 0.9999999932523044
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 8.0], [6.0, 14.0], [5.0, 10.0], [3.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 12.0], [3.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 177
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 8.0], [6.0, 14.0], [4.0, 10.0], [4.0, 8.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [3.0, 13.0], [6.0, 9.0], [15.0, 25.0]]
epoch: 178
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 8.0], [6.0, 14.0], [4.0, 10.0], [4.0, 7.0], [2.0, 11.0], [9.0, 6.0], [4.0, 12.0], [4.0, 13.0], [6.0, 10.0], [15.0, 24.0]]
epoch: 179
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 7.0], [2.0, 11.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 180
loss: 0.999999991163732
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 11.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 181
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 182
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 8.0], [6.0, 14.0], [4.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 12.0], [3.0, 13.0], [7.0, 10.0], [16.0, 24.0]]
epoch: 183
loss: 0.999999991967029
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 8.0], [6.0, 14.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [6.0, 10.0], [16.0, 24.0]]
epoch: 184
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [4.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [5.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 185
loss: 0.9999999906817536
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 6.0], [5.0, 13.0], [3.0, 13.0], [7.0, 10.0], [15.0, 24.0]]
epoch: 186
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 12.0], [4.0, 13.0], [7.0, 10.0], [15.0, 25.0]]
epoch: 187
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 6.0], [4.0, 13.0], [3.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 188
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 189
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [2.0, 3.0], [2.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 190
loss: 0.9999999934129638
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [5.0, 13.0], [3.0, 13.0], [7.0, 10.0], [16.0, 24.0]]
epoch: 191
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [3.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 192
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [5.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 193
loss: 0.9999999914850507
dilation rates: [[6.0, 2.0], [3.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 194
loss: 0.9999999921276884
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [5.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 24.0]]
epoch: 195
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 6.0], [4.0, 13.0], [3.0, 13.0], [7.0, 10.0], [16.0, 24.0]]
epoch: 196
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [5.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 197
loss: 0.9999999946982392
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 198
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 199
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [4.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [5.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
IOU: [97.43, 78.84, 89.87, 44.05, 49.96, 57.26, 54.35, 70.44, 91.03, 55.16, 93.57, 71.4, 46.84, 91.55, 42.79, 66.8, 26.78, 12.67, 43.98]
mIOU: 62.36, mIOU_reduced: 65.53, accuracy: 94.24
epoch: 200
loss: 0.9999999897177971
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [3.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 201
loss: 0.9999999924490073
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [3.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 202
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [5.0, 13.0], [4.0, 13.0], [6.0, 10.0], [16.0, 25.0]]
epoch: 203
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 204
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 205
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 8.0], [7.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 206
loss: 0.9999999908424131
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [5.0, 13.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 207
loss: 0.9999999908424131
dilation rates: [[6.0, 2.0], [3.0, 4.0], [2.0, 8.0], [7.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [3.0, 14.0], [6.0, 10.0], [16.0, 25.0]]
epoch: 208
loss: 0.9999999906817536
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 13.0], [3.0, 14.0], [7.0, 10.0], [16.0, 24.0]]
epoch: 209
loss: 0.9999999929309855
dilation rates: [[5.0, 2.0], [2.0, 3.0], [2.0, 8.0], [7.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [9.0, 7.0], [4.0, 13.0], [3.0, 14.0], [7.0, 10.0], [16.0, 24.0]]
epoch: 210
loss: 0.9999999918063696
dilation rates: [[5.0, 2.0], [2.0, 4.0], [2.0, 9.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 13.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 211
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 9.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 13.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 212
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 213
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 214
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [1.0, 12.0], [10.0, 7.0], [4.0, 14.0], [3.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 215
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 9.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [5.0, 14.0], [4.0, 14.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 216
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 9.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 217
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [5.0, 14.0], [3.0, 13.0], [7.0, 10.0], [16.0, 24.0]]
epoch: 218
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 219
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 9.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [3.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 220
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 8.0], [7.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 221
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [3.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 222
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 8.0], [6.0, 16.0], [5.0, 10.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 223
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 8.0], [6.0, 15.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [3.0, 14.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 224
loss: 0.9999999924490073
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 8.0], [7.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [3.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
IOU: [97.29, 79.45, 90.14, 46.47, 53.22, 57.73, 54.51, 67.52, 91.05, 57.58, 93.45, 74.39, 47.96, 90.67, 43.8, 49.62, 34.38, 45.93, 69.6]
mIOU: 65.51, mIOU_reduced: 69.81, accuracy: 94.48
epoch: 225
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 8.0], [6.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 226
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [5.0, 14.0], [3.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 227
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 8.0], [6.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 228
loss: 0.9999999913243913
dilation rates: [[5.0, 3.0], [2.0, 5.0], [2.0, 8.0], [6.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 229
loss: 0.9999999892358189
dilation rates: [[5.0, 3.0], [2.0, 5.0], [2.0, 8.0], [7.0, 15.0], [5.0, 11.0], [4.0, 9.0], [2.0, 12.0], [10.0, 7.0], [5.0, 14.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 230
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 8.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 231
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 8.0], [6.0, 16.0], [6.0, 11.0], [4.0, 9.0], [3.0, 12.0], [10.0, 7.0], [5.0, 14.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 232
loss: 0.9999999930916449
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 8.0], [7.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [5.0, 14.0], [3.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 233
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 9.0], [6.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 12.0], [10.0, 7.0], [5.0, 14.0], [4.0, 13.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 234
loss: 0.9999999905210942
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 9.0], [6.0, 16.0], [5.0, 11.0], [5.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [3.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 235
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 12.0], [10.0, 7.0], [5.0, 14.0], [3.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 236
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 8.0], [7.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 13.0], [10.0, 7.0], [5.0, 14.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 237
loss: 0.9999999918063696
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [5.0, 8.0], [2.0, 13.0], [10.0, 7.0], [5.0, 14.0], [4.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 238
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 9.0], [6.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 239
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 8.0], [6.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 12.0], [10.0, 7.0], [5.0, 14.0], [4.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 240
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 8.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 7.0], [4.0, 14.0], [3.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 241
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 8.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 242
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 9.0], [7.0, 16.0], [6.0, 11.0], [4.0, 8.0], [2.0, 12.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 243
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 13.0], [10.0, 7.0], [5.0, 14.0], [3.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 244
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 9.0], [6.0, 16.0], [6.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 7.0], [5.0, 14.0], [3.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 245
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 13.0], [10.0, 8.0], [5.0, 14.0], [4.0, 14.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 246
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 7.0], [5.0, 14.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 247
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [5.0, 8.0], [2.0, 13.0], [10.0, 7.0], [5.0, 14.0], [3.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 248
loss: 0.9999999910030725
dilation rates: [[6.0, 2.0], [2.0, 4.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 249
loss: 0.999999991967029
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 9.0], [6.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
IOU: [97.5, 79.57, 90.21, 45.32, 51.2, 55.39, 57.17, 70.29, 91.07, 59.45, 94.27, 75.03, 53.27, 91.85, 43.18, 66.48, 41.89, 41.8, 68.53]
mIOU: 67.02, mIOU_reduced: 70.12, accuracy: 94.67
epoch: 250
loss: 0.9999999908424131
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 8.0], [7.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 13.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 251
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [7.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 13.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 252
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 253
loss: 0.9999999942162608
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 13.0], [10.0, 7.0], [5.0, 14.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 254
loss: 0.9999999951802174
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 8.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 8.0], [5.0, 14.0], [3.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 255
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 7.0], [5.0, 14.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 256
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [5.0, 9.0], [2.0, 13.0], [10.0, 7.0], [5.0, 14.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 257
loss: 0.9999999926096667
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 9.0], [6.0, 16.0], [5.0, 11.0], [5.0, 9.0], [2.0, 13.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 258
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 8.0], [7.0, 16.0], [6.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 8.0], [4.0, 14.0], [3.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 259
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 7.0], [4.0, 14.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 260
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 8.0], [7.0, 16.0], [5.0, 11.0], [4.0, 8.0], [2.0, 13.0], [10.0, 8.0], [5.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 261
loss: 0.9999999926096667
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 9.0], [6.0, 16.0], [6.0, 11.0], [4.0, 8.0], [2.0, 13.0], [11.0, 7.0], [5.0, 15.0], [4.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 262
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 9.0], [7.0, 16.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 263
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 9.0], [7.0, 16.0], [6.0, 11.0], [5.0, 9.0], [2.0, 13.0], [11.0, 7.0], [4.0, 15.0], [3.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 264
loss: 0.9999999929309855
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 9.0], [7.0, 17.0], [5.0, 11.0], [4.0, 8.0], [2.0, 13.0], [11.0, 7.0], [5.0, 15.0], [4.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 265
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 8.0], [6.0, 17.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [4.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 266
loss: 0.9999999921276884
dilation rates: [[5.0, 2.0], [3.0, 4.0], [2.0, 9.0], [7.0, 17.0], [6.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 7.0], [4.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 267
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [6.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [3.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 268
loss: 0.9999999922883478
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 7.0], [5.0, 15.0], [4.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 269
loss: 0.9999999940556015
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 9.0], [6.0, 17.0], [5.0, 11.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [3.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 270
loss: 0.9999999929309855
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 9.0], [6.0, 17.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 7.0], [4.0, 15.0], [4.0, 14.0], [7.0, 10.0], [17.0, 25.0]]
epoch: 271
loss: 0.9999999916457102
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 11.0], [5.0, 9.0], [2.0, 13.0], [11.0, 7.0], [5.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 272
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 9.0], [7.0, 17.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [10.0, 8.0], [5.0, 15.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 273
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 11.0], [5.0, 9.0], [2.0, 13.0], [10.0, 8.0], [4.0, 15.0], [4.0, 14.0], [7.0, 10.0], [16.0, 25.0]]
epoch: 274
loss: 0.9999999916457102
dilation rates: [[5.0, 2.0], [3.0, 5.0], [3.0, 9.0], [7.0, 17.0], [6.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
IOU: [97.07, 78.21, 89.92, 32.31, 52.31, 59.1, 57.08, 71.09, 90.9, 62.39, 93.62, 74.45, 48.46, 92.22, 52.47, 74.94, 71.62, 30.29, 69.16]
mIOU: 68.3, mIOU_reduced: 68.66, accuracy: 94.59
epoch: 275
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 9.0], [7.0, 17.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 276
loss: 0.9999999926096667
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 9.0], [7.0, 17.0], [5.0, 11.0], [5.0, 8.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 277
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [6.0, 11.0], [5.0, 9.0], [2.0, 13.0], [10.0, 8.0], [4.0, 15.0], [4.0, 14.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 278
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 9.0], [7.0, 17.0], [6.0, 11.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 279
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 9.0], [7.0, 17.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [3.0, 14.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 280
loss: 0.9999999930916449
dilation rates: [[5.0, 3.0], [3.0, 5.0], [2.0, 9.0], [6.0, 17.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [3.0, 15.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 281
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 9.0], [6.0, 17.0], [6.0, 11.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [3.0, 15.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 282
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 9.0], [7.0, 17.0], [6.0, 11.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [4.0, 14.0], [7.0, 11.0], [16.0, 25.0]]
epoch: 283
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 11.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 284
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [6.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 285
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [2.0, 4.0], [2.0, 9.0], [7.0, 17.0], [5.0, 12.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [3.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 286
loss: 0.9999999898784565
dilation rates: [[5.0, 2.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 12.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 287
loss: 0.999999991967029
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 9.0], [7.0, 17.0], [6.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [3.0, 15.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 288
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 9.0], [7.0, 17.0], [6.0, 12.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 289
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 11.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 290
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 9.0], [7.0, 17.0], [5.0, 12.0], [4.0, 9.0], [2.0, 13.0], [11.0, 7.0], [4.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 291
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 12.0], [4.0, 9.0], [2.0, 13.0], [11.0, 7.0], [4.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 25.0]]
epoch: 292
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 9.0], [7.0, 17.0], [5.0, 12.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 293
loss: 0.9999999937342826
dilation rates: [[6.0, 2.0], [2.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 12.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 294
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 295
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [6.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 296
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 9.0], [7.0, 17.0], [6.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 297
loss: 0.9999999921276884
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [6.0, 12.0], [4.0, 9.0], [3.0, 13.0], [11.0, 8.0], [4.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 298
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 12.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 299
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 9.0], [7.0, 17.0], [5.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [3.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
IOU: [97.25, 80.14, 88.08, 37.92, 48.87, 57.1, 54.65, 70.91, 90.65, 59.0, 92.6, 72.61, 53.3, 92.41, 45.58, 60.8, 24.05, 37.77, 69.38]
mIOU: 64.9, mIOU_reduced: 68.91, accuracy: 94.03
epoch: 300
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [6.0, 12.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 301
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 9.0], [7.0, 17.0], [5.0, 12.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 302
loss: 0.9999999926096667
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 12.0], [5.0, 9.0], [2.0, 14.0], [11.0, 8.0], [4.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 303
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 12.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 15.0], [3.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 304
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 9.0], [7.0, 17.0], [6.0, 11.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 305
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 17.0], [6.0, 12.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [3.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 306
loss: 0.9999999930916449
dilation rates: [[6.0, 2.0], [2.0, 4.0], [2.0, 9.0], [7.0, 17.0], [6.0, 12.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 15.0], [3.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 307
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 12.0], [4.0, 9.0], [3.0, 13.0], [11.0, 8.0], [5.0, 15.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 308
loss: 0.9999999937342826
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 9.0], [7.0, 18.0], [6.0, 12.0], [4.0, 9.0], [2.0, 14.0], [11.0, 8.0], [4.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 309
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 9.0], [7.0, 18.0], [5.0, 12.0], [5.0, 9.0], [2.0, 14.0], [11.0, 8.0], [5.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 310
loss: 0.999999991163732
dilation rates: [[6.0, 2.0], [2.0, 4.0], [2.0, 9.0], [7.0, 18.0], [5.0, 12.0], [4.0, 9.0], [2.0, 14.0], [11.0, 8.0], [5.0, 15.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 311
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 18.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [11.0, 8.0], [5.0, 16.0], [3.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 312
loss: 0.9999999914850507
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 18.0], [6.0, 12.0], [4.0, 9.0], [2.0, 14.0], [11.0, 8.0], [4.0, 15.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 313
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 18.0], [6.0, 12.0], [4.0, 9.0], [2.0, 14.0], [11.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 314
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 9.0], [7.0, 17.0], [6.0, 12.0], [4.0, 9.0], [2.0, 14.0], [11.0, 8.0], [4.0, 16.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 315
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 9.0], [7.0, 17.0], [5.0, 12.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 16.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 316
loss: 0.9999999938949421
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 9.0], [7.0, 18.0], [5.0, 12.0], [5.0, 9.0], [2.0, 13.0], [11.0, 8.0], [5.0, 16.0], [3.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 317
loss: 0.9999999927703261
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 18.0], [6.0, 12.0], [4.0, 9.0], [2.0, 14.0], [11.0, 8.0], [5.0, 16.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 318
loss: 0.9999999940556015
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 18.0], [6.0, 11.0], [4.0, 9.0], [2.0, 14.0], [12.0, 8.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 319
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 9.0], [7.0, 18.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [11.0, 8.0], [5.0, 16.0], [4.0, 14.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 320
loss: 0.9999999921276884
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 9.0], [7.0, 18.0], [5.0, 12.0], [4.0, 9.0], [2.0, 13.0], [11.0, 8.0], [4.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 321
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 9.0], [7.0, 18.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 8.0], [5.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 322
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [7.0, 18.0], [6.0, 12.0], [5.0, 9.0], [3.0, 14.0], [12.0, 8.0], [5.0, 15.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 323
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [7.0, 18.0], [6.0, 12.0], [4.0, 9.0], [2.0, 14.0], [12.0, 8.0], [4.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 324
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [7.0, 18.0], [5.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
IOU: [97.67, 81.28, 90.39, 50.24, 54.76, 58.16, 61.01, 72.88, 91.15, 58.48, 92.24, 76.39, 55.73, 92.61, 41.28, 39.29, 40.31, 38.11, 71.22]
mIOU: 66.49, mIOU_reduced: 71.4, accuracy: 94.73
epoch: 325
loss: 0.9999999918063696
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 10.0], [7.0, 18.0], [5.0, 12.0], [5.0, 9.0], [2.0, 13.0], [12.0, 8.0], [5.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 326
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 10.0], [7.0, 18.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 8.0], [4.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 327
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [7.0, 18.0], [6.0, 12.0], [4.0, 9.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 328
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [7.0, 18.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 329
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 18.0], [6.0, 12.0], [4.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 330
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [2.0, 5.0], [2.0, 10.0], [7.0, 18.0], [5.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 331
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [7.0, 18.0], [6.0, 12.0], [4.0, 10.0], [2.0, 14.0], [12.0, 8.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 332
loss: 0.999999991163732
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 10.0], [7.0, 18.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 333
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 18.0], [6.0, 12.0], [4.0, 10.0], [2.0, 14.0], [12.0, 8.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 334
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [7.0, 18.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 335
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 9.0], [7.0, 18.0], [5.0, 11.0], [5.0, 9.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 336
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 10.0], [7.0, 18.0], [5.0, 12.0], [4.0, 9.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [3.0, 15.0], [6.0, 11.0], [17.0, 26.0]]
epoch: 337
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 18.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 8.0], [4.0, 16.0], [4.0, 15.0], [6.0, 11.0], [17.0, 26.0]]
epoch: 338
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 18.0], [6.0, 12.0], [4.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 339
loss: 0.9999999897177971
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 10.0], [7.0, 18.0], [6.0, 12.0], [4.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 340
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [7.0, 18.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 341
loss: 0.9999999905210942
dilation rates: [[6.0, 2.0], [3.0, 4.0], [2.0, 10.0], [8.0, 18.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 9.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 342
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 18.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [18.0, 26.0]]
epoch: 343
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 18.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 9.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [18.0, 26.0]]
epoch: 344
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [7.0, 18.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [18.0, 26.0]]
epoch: 345
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [7.0, 18.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 9.0], [4.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 346
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 18.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [18.0, 26.0]]
epoch: 347
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [7.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [18.0, 26.0]]
epoch: 348
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [7.0, 18.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 8.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 349
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [7.0, 19.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
IOU: [96.89, 77.35, 90.0, 42.08, 49.61, 59.37, 58.95, 65.28, 91.02, 47.95, 93.35, 75.81, 50.63, 91.4, 56.71, 77.02, 64.43, 19.29, 66.78]
mIOU: 67.05, mIOU_reduced: 67.24, accuracy: 94.44
epoch: 350
loss: 0.9999999942162608
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [5.0, 12.0], [4.0, 10.0], [3.0, 14.0], [12.0, 8.0], [4.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 351
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [7.0, 19.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 9.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 352
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 9.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 353
loss: 0.9999999893964783
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 354
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [2.0, 5.0], [2.0, 10.0], [8.0, 19.0], [5.0, 12.0], [4.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 355
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [7.0, 19.0], [5.0, 12.0], [4.0, 9.0], [2.0, 14.0], [12.0, 8.0], [4.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 356
loss: 0.9999999940556015
dilation rates: [[5.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 19.0], [6.0, 12.0], [4.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 357
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 358
loss: 0.9999999916457102
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [4.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 359
loss: 0.999999991967029
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 10.0], [7.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 360
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 361
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 9.0], [4.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 362
loss: 0.9999999934129638
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 10.0], [7.0, 19.0], [5.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 9.0], [4.0, 16.0], [3.0, 15.0], [6.0, 11.0], [17.0, 27.0]]
epoch: 363
loss: 0.9999999940556015
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 364
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 365
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [4.0, 10.0], [2.0, 14.0], [13.0, 9.0], [4.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 366
loss: 0.9999999916457102
dilation rates: [[5.0, 3.0], [3.0, 4.0], [3.0, 10.0], [7.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [13.0, 9.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 367
loss: 0.999999991163732
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [13.0, 9.0], [4.0, 16.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 368
loss: 0.9999999940556015
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [13.0, 9.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 369
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 9.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 370
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 14.0], [12.0, 9.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 371
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [7.0, 19.0], [6.0, 13.0], [4.0, 9.0], [2.0, 14.0], [13.0, 9.0], [5.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 26.0]]
epoch: 372
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 14.0], [12.0, 8.0], [4.0, 16.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 373
loss: 0.9999999921276884
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 9.0], [5.0, 16.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 374
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [13.0, 8.0], [5.0, 16.0], [3.0, 15.0], [6.0, 11.0], [17.0, 27.0]]
IOU: [97.44, 79.57, 90.19, 52.4, 53.71, 60.26, 59.74, 73.18, 90.74, 54.69, 92.21, 77.16, 54.75, 92.62, 54.25, 77.16, 66.94, 42.27, 70.72]
mIOU: 70.53, mIOU_reduced: 71.35, accuracy: 94.76
epoch: 375
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [7.0, 19.0], [6.0, 12.0], [5.0, 9.0], [2.0, 14.0], [12.0, 8.0], [5.0, 17.0], [3.0, 15.0], [6.0, 11.0], [17.0, 27.0]]
epoch: 376
loss: 0.9999999943769203
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [5.0, 13.0], [4.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 377
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [4.0, 10.0], [2.0, 14.0], [12.0, 8.0], [5.0, 16.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 378
loss: 0.9999999937342826
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [3.0, 15.0], [13.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 26.0]]
epoch: 379
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 380
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 381
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [12.0, 8.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 382
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [12.0, 8.0], [4.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 383
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 9.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 26.0]]
epoch: 384
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [12.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 385
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [12.0, 8.0], [4.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 386
loss: 0.9999999927703261
dilation rates: [[6.0, 2.0], [2.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [12.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 387
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 388
loss: 0.9999999893964783
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 19.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 26.0]]
epoch: 389
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 390
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [4.0, 9.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 391
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 392
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 393
loss: 0.9999999916457102
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 394
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [12.0, 8.0], [4.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 395
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [12.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 396
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [3.0, 15.0], [13.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 397
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 398
loss: 0.9999999918063696
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 9.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 399
loss: 0.9999999943769203
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [7.0, 19.0], [6.0, 13.0], [5.0, 9.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
IOU: [96.45, 76.81, 89.21, 33.95, 45.96, 54.98, 60.61, 68.99, 90.83, 57.96, 93.56, 71.56, 38.58, 91.98, 58.78, 70.34, 13.94, 42.53, 66.13]
mIOU: 64.38, mIOU_reduced: 67.51, accuracy: 93.88
epoch: 400
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 9.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 401
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 9.0], [2.0, 15.0], [12.0, 9.0], [4.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 402
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 403
loss: 0.9999999932523044
dilation rates: [[6.0, 2.0], [2.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 404
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [12.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 405
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 406
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [7.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 407
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 408
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 409
loss: 0.9999999937342826
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 12.0], [4.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 410
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 411
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [7.0, 20.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 412
loss: 0.9999999942162608
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 413
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 414
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 19.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 415
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [4.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 416
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 417
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 9.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [3.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 418
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 17.0], [4.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 419
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 420
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 12.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 421
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 422
loss: 0.9999999940556015
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [4.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 423
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [4.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 424
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
IOU: [97.55, 81.26, 91.18, 51.76, 55.47, 59.32, 60.42, 74.22, 91.77, 62.02, 94.31, 76.04, 56.12, 93.22, 60.78, 70.83, 59.15, 47.05, 70.28]
mIOU: 71.2, mIOU_reduced: 72.63, accuracy: 95.22
epoch: 425
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 426
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 427
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 428
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 429
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 430
loss: 0.9999999935736232
dilation rates: [[5.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 431
loss: 0.9999999910030725
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [4.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 432
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 10.0], [8.0, 20.0], [7.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 433
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 434
loss: 0.9999999940556015
dilation rates: [[5.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 435
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 17.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 436
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 9.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 17.0], [3.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 437
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 9.0], [8.0, 20.0], [7.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 17.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 438
loss: 0.9999999908424131
dilation rates: [[5.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 18.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 439
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 440
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 18.0], [4.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 441
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 18.0], [3.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 442
loss: 0.9999999929309855
dilation rates: [[5.0, 2.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 18.0], [4.0, 15.0], [6.0, 11.0], [17.0, 27.0]]
epoch: 443
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 444
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 445
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [3.0, 16.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 446
loss: 0.9999999922883478
dilation rates: [[6.0, 2.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 18.0], [4.0, 16.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 447
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 448
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 449
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
IOU: [97.45, 79.1, 90.87, 46.26, 54.86, 58.65, 58.65, 72.51, 91.2, 48.18, 94.3, 76.8, 57.58, 92.63, 58.99, 68.68, 52.32, 50.29, 67.71]
mIOU: 69.32, mIOU_reduced: 71.07, accuracy: 94.83
epoch: 450
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [3.0, 15.0], [7.0, 11.0], [18.0, 27.0]]
epoch: 451
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [4.0, 18.0], [4.0, 16.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 452
loss: 0.9999999938949421
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 16.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 453
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 18.0], [3.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 454
loss: 0.9999999943769203
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 455
loss: 0.9999999940556015
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 456
loss: 0.9999999938949421
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 18.0], [3.0, 15.0], [7.0, 12.0], [17.0, 28.0]]
epoch: 457
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [3.0, 15.0], [13.0, 8.0], [5.0, 18.0], [3.0, 15.0], [7.0, 11.0], [17.0, 27.0]]
epoch: 458
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 459
loss: 0.999999991163732
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 18.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 460
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [3.0, 16.0], [7.0, 11.0], [17.0, 28.0]]
epoch: 461
loss: 0.9999999940556015
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [4.0, 16.0], [7.0, 11.0], [17.0, 28.0]]
epoch: 462
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 463
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 8.0], [4.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 464
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [4.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [3.0, 16.0], [7.0, 12.0], [17.0, 27.0]]
epoch: 465
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [4.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [3.0, 15.0], [7.0, 11.0], [17.0, 28.0]]
epoch: 466
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 467
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 468
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [3.0, 15.0], [7.0, 12.0], [18.0, 27.0]]
epoch: 469
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 10.0], [3.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 470
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 471
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 472
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 8.0], [4.0, 18.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 473
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 11.0], [3.0, 15.0], [13.0, 8.0], [5.0, 18.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 474
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
IOU: [97.65, 81.71, 91.03, 50.89, 53.53, 60.4, 62.75, 72.79, 91.29, 58.16, 94.11, 75.47, 53.28, 92.72, 57.44, 67.53, 43.71, 50.79, 71.29]
mIOU: 69.82, mIOU_reduced: 72.37, accuracy: 95.11
epoch: 475
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 476
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 20.0], [7.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 477
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 20.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 478
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 20.0], [7.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [4.0, 18.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 479
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 20.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 480
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 481
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 8.0], [5.0, 18.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 482
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 21.0], [6.0, 13.0], [5.0, 10.0], [2.0, 15.0], [13.0, 9.0], [4.0, 18.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 483
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 10.0], [8.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 484
loss: 0.9999999930916449
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 18.0], [3.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 485
loss: 0.9999999916457102
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 18.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 486
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [6.0, 13.0], [5.0, 10.0], [2.0, 16.0], [13.0, 9.0], [5.0, 18.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 487
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 8.0], [5.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 488
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [4.0, 18.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 489
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 21.0], [7.0, 13.0], [5.0, 10.0], [2.0, 16.0], [13.0, 9.0], [5.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 490
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [6.0, 13.0], [5.0, 10.0], [2.0, 16.0], [13.0, 9.0], [5.0, 18.0], [3.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 491
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 18.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 492
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 18.0], [3.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 493
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [4.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 18.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 494
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 18.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 495
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [4.0, 18.0], [3.0, 16.0], [6.0, 12.0], [18.0, 28.0]]
epoch: 496
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 18.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 497
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 498
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 499
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
IOU: [96.23, 76.08, 90.51, 49.07, 51.1, 57.97, 55.99, 69.55, 91.41, 51.52, 94.28, 71.83, 53.69, 90.23, 61.4, 65.65, 62.14, 33.24, 70.87]
mIOU: 68.04, mIOU_reduced: 68.97, accuracy: 94.28
epoch: 500
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 501
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [3.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 502
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [7.0, 13.0], [5.0, 10.0], [2.0, 16.0], [13.0, 9.0], [4.0, 19.0], [3.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 503
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [7.0, 13.0], [5.0, 10.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 504
loss: 0.9999999910030725
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 505
loss: 0.9999999897177971
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 21.0], [6.0, 13.0], [5.0, 10.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [3.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 506
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 507
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 508
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 15.0], [13.0, 9.0], [5.0, 19.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 509
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 510
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [14.0, 9.0], [4.0, 19.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 511
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 512
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 513
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 514
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 515
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 21.0], [6.0, 13.0], [5.0, 11.0], [2.0, 15.0], [14.0, 9.0], [4.0, 19.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 516
loss: 0.9999999926096667
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 10.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 517
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 518
loss: 0.9999999932523044
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [14.0, 8.0], [4.0, 19.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 519
loss: 0.9999999937342826
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [4.0, 19.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 520
loss: 0.9999999922883478
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 521
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 522
loss: 0.9999999905210942
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 21.0], [7.0, 13.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 523
loss: 0.999999991967029
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 524
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
IOU: [97.83, 82.53, 90.95, 50.44, 53.66, 59.24, 63.6, 74.58, 91.35, 58.68, 94.81, 77.56, 55.06, 92.81, 52.4, 79.21, 72.92, 47.68, 71.62]
mIOU: 71.94, mIOU_reduced: 72.65, accuracy: 95.25
epoch: 525
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 526
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [3.0, 16.0], [14.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 527
loss: 0.9999999938949421
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 528
loss: 0.999999990039116
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [3.0, 16.0], [6.0, 11.0], [18.0, 28.0]]
epoch: 529
loss: 0.9999999940556015
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 11.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 530
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [3.0, 16.0], [14.0, 9.0], [5.0, 19.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 531
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [9.0, 21.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 8.0], [5.0, 19.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 532
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [9.0, 21.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 533
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 21.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 534
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 535
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 536
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [3.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 537
loss: 0.9999999926096667
dilation rates: [[7.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [4.0, 19.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 538
loss: 0.9999999940556015
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [3.0, 16.0], [6.0, 11.0], [18.0, 28.0]]
epoch: 539
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 21.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 8.0], [5.0, 19.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 540
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 8.0], [5.0, 19.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 541
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 21.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 8.0], [5.0, 19.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 542
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 19.0], [3.0, 15.0], [6.0, 11.0], [18.0, 28.0]]
epoch: 543
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [4.0, 19.0], [3.0, 15.0], [6.0, 11.0], [18.0, 28.0]]
epoch: 544
loss: 0.9999999932523044
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 10.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [4.0, 19.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 545
loss: 0.9999999906817536
dilation rates: [[7.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 546
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 547
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 19.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 548
loss: 0.999999991967029
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [4.0, 20.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 549
loss: 0.9999999926096667
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
IOU: [97.65, 80.25, 91.11, 54.59, 48.75, 61.66, 58.24, 67.97, 91.74, 48.23, 94.08, 77.42, 56.23, 93.46, 50.14, 80.7, 72.36, 53.36, 72.35]
mIOU: 71.07, mIOU_reduced: 71.69, accuracy: 95.13
epoch: 550
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 551
loss: 0.999999991163732
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 552
loss: 0.9999999926096667
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 553
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 11.0], [8.0, 21.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 554
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 555
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [4.0, 20.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 556
loss: 0.9999999926096667
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [4.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 557
loss: 0.9999999926096667
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 10.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 558
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 559
loss: 0.9999999905210942
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 560
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 561
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 562
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 21.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 563
loss: 0.9999999937342826
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 21.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [4.0, 20.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 564
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 565
loss: 0.9999999929309855
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 20.0], [4.0, 15.0], [6.0, 12.0], [18.0, 28.0]]
epoch: 566
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 567
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 568
loss: 0.9999999929309855
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [4.0, 20.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 569
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [6.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 570
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [6.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 571
loss: 0.9999999927703261
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 572
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 573
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 574
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
IOU: [97.55, 81.18, 91.66, 53.92, 58.16, 62.39, 64.94, 74.13, 91.6, 58.24, 94.62, 78.13, 56.34, 93.18, 59.51, 69.27, 71.63, 47.66, 72.0]
mIOU: 72.43, mIOU_reduced: 73.48, accuracy: 95.27
epoch: 575
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 576
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 577
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [4.0, 20.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 578
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [6.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 579
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [6.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 580
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [4.0, 20.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 581
loss: 0.999999991967029
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 582
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 16.0], [14.0, 9.0], [5.0, 20.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 583
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 584
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 585
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [3.0, 15.0], [6.0, 11.0], [18.0, 28.0]]
epoch: 586
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 587
loss: 0.9999999927703261
dilation rates: [[7.0, 2.0], [3.0, 5.0], [3.0, 10.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 16.0], [13.0, 9.0], [5.0, 20.0], [4.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 588
loss: 0.9999999926096667
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 589
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [13.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 590
loss: 0.9999999922883478
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [13.0, 9.0], [5.0, 20.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 591
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 20.0], [4.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 592
loss: 0.9999999940556015
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 593
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [13.0, 9.0], [4.0, 20.0], [4.0, 16.0], [7.0, 12.0], [18.0, 28.0]]
epoch: 594
loss: 0.9999999922883478
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 20.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 595
loss: 0.9999999905210942
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 596
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 597
loss: 0.9999999914850507
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 598
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 599
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
IOU: [97.77, 82.11, 90.69, 50.54, 51.64, 60.97, 58.68, 73.46, 91.85, 61.46, 94.61, 77.66, 54.43, 92.74, 53.01, 64.82, 60.85, 45.09, 71.75]
mIOU: 70.22, mIOU_reduced: 72.22, accuracy: 95.16
epoch: 600
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 8.0], [4.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 601
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [13.0, 9.0], [4.0, 20.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 602
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [13.0, 9.0], [4.0, 20.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 603
loss: 0.9999999932523044
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 604
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 605
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 606
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [13.0, 8.0], [4.0, 20.0], [3.0, 15.0], [7.0, 11.0], [18.0, 28.0]]
epoch: 607
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [6.0, 14.0], [6.0, 11.0], [2.0, 17.0], [13.0, 9.0], [5.0, 20.0], [4.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 608
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 20.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 609
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 20.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 610
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 611
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 612
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 613
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 614
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 615
loss: 0.999999990039116
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 20.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 616
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 617
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 618
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [13.0, 8.0], [5.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 619
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [13.0, 9.0], [5.0, 21.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 620
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 621
loss: 0.999999991163732
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 622
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 623
loss: 0.9999999918063696
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 624
loss: 0.9999999927703261
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
IOU: [96.94, 77.03, 91.19, 48.82, 58.32, 59.3, 61.73, 75.59, 91.23, 55.37, 94.16, 77.15, 56.82, 92.83, 51.8, 67.88, 43.72, 41.01, 70.17]
mIOU: 69.0, mIOU_reduced: 71.73, accuracy: 94.8
epoch: 625
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 626
loss: 0.9999999937342826
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 627
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 628
loss: 0.9999999927703261
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 629
loss: 0.9999999905210942
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 630
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 631
loss: 0.9999999918063696
dilation rates: [[7.0, 2.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 8.0], [5.0, 21.0], [4.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 632
loss: 0.9999999924490073
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 633
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 634
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 635
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 636
loss: 0.9999999932523044
dilation rates: [[6.0, 2.0], [2.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 637
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 638
loss: 0.9999999906817536
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 639
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 640
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 641
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 642
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 643
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 644
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [2.0, 4.0], [2.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 645
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 646
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 647
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 648
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 649
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
IOU: [97.81, 82.5, 91.47, 51.85, 57.01, 62.02, 64.1, 75.03, 91.11, 57.81, 94.4, 76.04, 44.04, 93.31, 53.97, 73.61, 36.28, 53.66, 72.18]
mIOU: 69.91, mIOU_reduced: 72.77, accuracy: 95.28
epoch: 650
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 651
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 652
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 653
loss: 0.9999999922883478
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 654
loss: 0.999999991967029
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 655
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 656
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 657
loss: 0.9999999918063696
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 22.0], [6.0, 14.0], [5.0, 11.0], [1.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 658
loss: 0.999999990039116
dilation rates: [[7.0, 2.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 659
loss: 0.9999999929309855
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 660
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 661
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 8.0], [5.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 662
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 8.0], [5.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 663
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 8.0], [4.0, 21.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 664
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 8.0], [4.0, 21.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 665
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 666
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 667
loss: 0.9999999905210942
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 8.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 668
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 669
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 670
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 671
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 672
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [2.0, 5.0], [2.0, 11.0], [8.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 673
loss: 0.999999991163732
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 674
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
IOU: [97.84, 82.62, 90.76, 44.62, 52.87, 60.65, 60.76, 65.95, 91.58, 62.1, 94.38, 78.1, 56.93, 92.96, 60.03, 68.65, 25.91, 50.35, 72.44]
mIOU: 68.92, mIOU_reduced: 72.18, accuracy: 95.12
epoch: 675
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 676
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 11.0], [8.0, 22.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 677
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 678
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 11.0], [8.0, 23.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 679
loss: 0.9999999897177971
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 680
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 681
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 682
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 23.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 683
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 684
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [6.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 685
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 686
loss: 0.9999999932523044
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 687
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 688
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 689
loss: 0.9999999916457102
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 690
loss: 0.9999999922883478
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 691
loss: 0.9999999910030725
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [6.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 692
loss: 0.9999999935736232
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 693
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 694
loss: 0.9999999916457102
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 695
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 696
loss: 0.9999999924490073
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 697
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 698
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 699
loss: 0.9999999890751594
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
IOU: [97.75, 82.3, 91.74, 55.5, 55.74, 62.74, 64.58, 76.17, 92.08, 61.55, 94.49, 77.7, 52.23, 93.37, 57.82, 65.59, 36.75, 51.94, 73.22]
mIOU: 70.7, mIOU_reduced: 73.94, accuracy: 95.44
epoch: 700
loss: 0.9999999937342826
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 701
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 702
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 703
loss: 0.9999999926096667
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 704
loss: 0.9999999893964783
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 705
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [6.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 706
loss: 0.9999999914850507
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 8.0], [4.0, 21.0], [4.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 707
loss: 0.999999991967029
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 11.0], [8.0, 23.0], [7.0, 14.0], [6.0, 12.0], [2.0, 17.0], [13.0, 9.0], [4.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 708
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [13.0, 9.0], [5.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 709
loss: 0.9999999934129638
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [13.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 710
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 17.0], [13.0, 9.0], [5.0, 21.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 711
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [13.0, 9.0], [5.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 712
loss: 0.9999999897177971
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 713
loss: 0.9999999918063696
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 714
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 715
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 716
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 717
loss: 0.9999999943769203
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 718
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 719
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 720
loss: 0.9999999914850507
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 721
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 722
loss: 0.9999999893964783
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 723
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 724
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 15.0], [6.0, 12.0], [18.0, 29.0]]
IOU: [97.72, 81.7, 92.03, 55.06, 56.75, 62.9, 65.03, 75.84, 92.05, 59.28, 94.66, 77.79, 58.71, 93.51, 59.05, 72.4, 60.08, 53.71, 72.74]
mIOU: 72.69, mIOU_reduced: 74.34, accuracy: 95.49
epoch: 725
loss: 0.9999999916457102
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 726
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [4.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 727
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [6.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 728
loss: 0.9999999897177971
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 729
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 730
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 21.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 731
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 732
loss: 0.9999999938949421
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 733
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 734
loss: 0.9999999914850507
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 735
loss: 0.999999991967029
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 736
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 737
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 738
loss: 0.9999999918063696
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 739
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 740
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 741
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 742
loss: 0.9999999929309855
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 743
loss: 0.9999999914850507
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [4.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 744
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 745
loss: 0.9999999905210942
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 746
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 747
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [4.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 748
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 749
loss: 0.9999999929309855
dilation rates: [[7.0, 2.0], [3.0, 4.0], [3.0, 11.0], [8.0, 23.0], [7.0, 14.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
IOU: [96.75, 77.76, 91.66, 58.03, 55.11, 63.31, 65.03, 74.63, 92.18, 64.29, 94.71, 79.3, 59.01, 93.69, 67.12, 79.65, 73.42, 56.13, 73.16]
mIOU: 74.47, mIOU_reduced: 74.67, accuracy: 95.23
epoch: 750
loss: 0.9999999895571378
dilation rates: [[7.0, 3.0], [2.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 751
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 752
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [6.0, 11.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 753
loss: 0.9999999892358189
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 754
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [1.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 755
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [13.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 756
loss: 0.9999999906817536
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 11.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 757
loss: 0.9999999889145
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 758
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [13.0, 8.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 759
loss: 0.9999999918063696
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 14.0], [5.0, 12.0], [1.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 760
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [1.0, 17.0], [14.0, 8.0], [4.0, 22.0], [4.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 761
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 762
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 763
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 764
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [1.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 765
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 766
loss: 0.999999991163732
dilation rates: [[7.0, 2.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [13.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 767
loss: 0.9999999887538407
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [1.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 768
loss: 0.9999999910030725
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 769
loss: 0.999999991163732
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 770
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 771
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 772
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 17.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 773
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [13.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 774
loss: 0.9999999929309855
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 17.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
IOU: [97.93, 83.03, 91.64, 36.62, 61.53, 61.81, 67.04, 75.78, 91.84, 62.54, 94.82, 79.02, 57.6, 93.49, 58.49, 77.02, 66.9, 49.7, 73.88]
mIOU: 72.67, mIOU_reduced: 73.64, accuracy: 95.53
epoch: 775
loss: 0.9999999914850507
dilation rates: [[7.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 776
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 777
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 778
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 779
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 780
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 781
loss: 0.9999999905210942
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [4.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 782
loss: 0.9999999922883478
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 783
loss: 0.9999999918063696
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 784
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [4.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 785
loss: 0.9999999901997754
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [13.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 786
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 787
loss: 0.9999999914850507
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [6.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 788
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 23.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 789
loss: 0.9999999890751594
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 790
loss: 0.9999999914850507
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 791
loss: 0.9999999906817536
dilation rates: [[6.0, 2.0], [2.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 792
loss: 0.9999999916457102
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 793
loss: 0.999999986986587
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 23.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 794
loss: 0.9999999905210942
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 795
loss: 0.9999999935736232
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 796
loss: 0.9999999913243913
dilation rates: [[7.0, 2.0], [2.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 797
loss: 0.999999990039116
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 798
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 799
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
IOU: [98.06, 84.45, 92.1, 55.81, 61.45, 63.46, 64.33, 76.51, 92.24, 63.64, 94.87, 80.54, 61.07, 94.46, 74.51, 86.27, 76.35, 46.25, 73.45]
mIOU: 75.78, mIOU_reduced: 75.17, accuracy: 95.86
epoch: 800
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [4.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 801
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 802
loss: 0.9999999892358189
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 803
loss: 0.9999999897177971
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 804
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 805
loss: 0.9999999893964783
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 806
loss: 0.9999999898784565
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 807
loss: 0.9999999906817536
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [13.0, 9.0], [4.0, 22.0], [4.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 808
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [4.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 809
loss: 0.9999999897177971
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [13.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 810
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [4.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 811
loss: 0.9999999922883478
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 812
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 813
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 814
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 815
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 816
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 817
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 818
loss: 0.9999999924490073
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 819
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 820
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 821
loss: 0.9999999927703261
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 822
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 823
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 11.0], [9.0, 23.0], [6.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 824
loss: 0.9999999893964783
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
IOU: [95.5, 76.99, 90.22, 45.43, 51.24, 59.14, 63.42, 73.12, 91.69, 60.76, 94.26, 76.91, 55.46, 91.01, 20.21, 65.46, 36.71, 26.9, 68.48]
mIOU: 65.42, mIOU_reduced: 70.03, accuracy: 93.96
epoch: 825
loss: 0.9999999918063696
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 826
loss: 0.999999990039116
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 23.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 827
loss: 0.9999999906817536
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 23.0], [6.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 828
loss: 0.9999999903604349
dilation rates: [[7.0, 3.0], [2.0, 5.0], [3.0, 11.0], [9.0, 23.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 829
loss: 0.9999999903604349
dilation rates: [[7.0, 3.0], [2.0, 5.0], [3.0, 11.0], [9.0, 23.0], [7.0, 15.0], [6.0, 12.0], [1.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 830
loss: 0.9999999905210942
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 831
loss: 0.9999999914850507
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 832
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 833
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 834
loss: 0.9999999901997754
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 835
loss: 0.9999999890751594
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 12.0], [18.0, 29.0]]
epoch: 836
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 837
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 838
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 839
loss: 0.9999999918063696
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 840
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 841
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 24.0], [6.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 842
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 843
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 844
loss: 0.9999999935736232
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 845
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 846
loss: 0.9999999918063696
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 847
loss: 0.9999999893964783
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 12.0], [18.0, 29.0]]
epoch: 848
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
epoch: 849
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 29.0]]
IOU: [97.82, 82.93, 91.86, 46.02, 56.51, 62.52, 64.88, 76.06, 90.68, 51.34, 94.92, 79.2, 54.59, 94.15, 56.15, 68.88, 36.58, 59.15, 74.48]
mIOU: 70.46, mIOU_reduced: 73.57, accuracy: 95.24
epoch: 850
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 851
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 30.0]]
epoch: 852
loss: 0.9999999910030725
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 29.0]]
epoch: 853
loss: 0.9999999910030725
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 854
loss: 0.9999999901997754
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 30.0]]
epoch: 855
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 856
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [6.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 857
loss: 0.9999999892358189
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 858
loss: 0.9999999916457102
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 12.0], [18.0, 30.0]]
epoch: 859
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 860
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 861
loss: 0.9999999929309855
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 862
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 863
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 864
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [2.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 865
loss: 0.9999999890751594
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 866
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 30.0]]
epoch: 867
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [7.0, 11.0], [18.0, 30.0]]
epoch: 868
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 869
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 870
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [6.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 871
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 872
loss: 0.9999999903604349
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 873
loss: 0.9999999905210942
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [2.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 874
loss: 0.9999999898784565
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.18, 84.98, 92.54, 60.92, 63.28, 64.65, 68.8, 77.95, 92.37, 63.55, 95.14, 80.04, 60.53, 94.47, 67.94, 79.49, 79.46, 61.38, 75.49]
mIOU: 76.9, mIOU_reduced: 77.14, accuracy: 96.02
epoch: 875
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 876
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [6.0, 12.0], [1.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 877
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 878
loss: 0.9999999906817536
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 879
loss: 0.9999999884325218
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 880
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [13.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 881
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 882
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 883
loss: 0.9999999903604349
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [13.0, 9.0], [5.0, 22.0], [2.0, 16.0], [7.0, 11.0], [18.0, 30.0]]
epoch: 884
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [7.0, 11.0], [18.0, 30.0]]
epoch: 885
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 886
loss: 0.9999999908424131
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 887
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 8.0], [4.0, 22.0], [2.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 888
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 889
loss: 0.999999991163732
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 890
loss: 0.9999999871472464
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 891
loss: 0.9999999937342826
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [2.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 892
loss: 0.9999999932523044
dilation rates: [[6.0, 2.0], [2.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 893
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [13.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 894
loss: 0.999999991967029
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 895
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 896
loss: 0.999999991163732
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 897
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 898
loss: 0.9999999910030725
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 899
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.11, 84.4, 92.41, 55.64, 60.37, 64.78, 68.42, 78.3, 92.22, 60.66, 95.06, 80.87, 60.82, 94.46, 64.07, 75.28, 75.8, 60.91, 75.03]
mIOU: 75.67, mIOU_reduced: 76.41, accuracy: 95.88
epoch: 900
loss: 0.9999999882718623
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 901
loss: 0.9999999885931812
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [2.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 902
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 903
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 904
loss: 0.999999991163732
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 905
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 906
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 907
loss: 0.9999999913243913
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 908
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 909
loss: 0.9999999916457102
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 910
loss: 0.9999999918063696
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 911
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 912
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 913
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 914
loss: 0.9999999895571378
dilation rates: [[6.0, 2.0], [2.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 915
loss: 0.9999999905210942
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 916
loss: 0.9999999921276884
dilation rates: [[6.0, 2.0], [3.0, 4.0], [3.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 917
loss: 0.9999999897177971
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 918
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 919
loss: 0.9999999922883478
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 920
loss: 0.9999999893964783
dilation rates: [[6.0, 2.0], [2.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 921
loss: 0.9999999903604349
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 922
loss: 0.9999999895571378
dilation rates: [[7.0, 3.0], [3.0, 4.0], [2.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 923
loss: 0.9999999930916449
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 924
loss: 0.9999999884325218
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.18, 85.19, 92.55, 60.01, 62.92, 65.67, 69.35, 78.08, 92.54, 66.13, 94.89, 79.95, 59.2, 94.29, 64.13, 80.97, 75.21, 56.87, 75.64]
mIOU: 76.41, mIOU_reduced: 76.97, accuracy: 96.04
epoch: 925
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 926
loss: 0.9999999885931812
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 8.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 927
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 928
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 929
loss: 0.9999999901997754
dilation rates: [[7.0, 3.0], [3.0, 5.0], [2.0, 11.0], [9.0, 24.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 930
loss: 0.9999999897177971
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 931
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 932
loss: 0.9999999903604349
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [13.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 933
loss: 0.9999999897177971
dilation rates: [[7.0, 3.0], [2.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [13.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 934
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 935
loss: 0.999999990039116
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 936
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 937
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 938
loss: 0.9999999910030725
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 939
loss: 0.999999991967029
dilation rates: [[6.0, 3.0], [2.0, 5.0], [2.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 940
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [2.0, 4.0], [2.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 941
loss: 0.9999999903604349
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 942
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 943
loss: 0.9999999930916449
dilation rates: [[7.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 944
loss: 0.9999999918063696
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 945
loss: 0.9999999927703261
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 946
loss: 0.9999999922883478
dilation rates: [[6.0, 2.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 947
loss: 0.9999999895571378
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 948
loss: 0.9999999897177971
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [6.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 949
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [97.98, 83.94, 92.74, 59.35, 63.36, 65.73, 69.49, 78.89, 92.65, 65.74, 95.12, 80.42, 59.82, 94.64, 76.12, 85.84, 81.71, 58.74, 75.85]
mIOU: 77.8, mIOU_reduced: 77.15, accuracy: 96.06
epoch: 950
loss: 0.9999999897177971
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [6.0, 15.0], [5.0, 11.0], [2.0, 18.0], [13.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 951
loss: 0.9999999916457102
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 952
loss: 0.9999999889145
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [6.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 953
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [13.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 954
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [6.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 955
loss: 0.9999999898784565
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 11.0], [9.0, 24.0], [6.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 956
loss: 0.9999999892358189
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 957
loss: 0.9999999910030725
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 958
loss: 0.9999999906817536
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [5.0, 11.0], [18.0, 30.0]]
epoch: 959
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [2.0, 5.0], [3.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 960
loss: 0.9999999913243913
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [5.0, 11.0], [18.0, 30.0]]
epoch: 961
loss: 0.9999999890751594
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 962
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 11.0], [9.0, 24.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 963
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [2.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 964
loss: 0.999999990039116
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 965
loss: 0.9999999901997754
dilation rates: [[6.0, 3.0], [3.0, 5.0], [2.0, 10.0], [9.0, 24.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 966
loss: 0.9999999924490073
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 967
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 968
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 969
loss: 0.9999999914850507
dilation rates: [[6.0, 3.0], [2.0, 5.0], [2.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 970
loss: 0.9999999929309855
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 8.0], [4.0, 22.0], [2.0, 16.0], [5.0, 11.0], [18.0, 30.0]]
epoch: 971
loss: 0.9999999905210942
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [5.0, 11.0], [18.0, 30.0]]
epoch: 972
loss: 0.9999999910030725
dilation rates: [[7.0, 2.0], [3.0, 4.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [5.0, 22.0], [3.0, 15.0], [5.0, 11.0], [18.0, 30.0]]
epoch: 973
loss: 0.9999999910030725
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [5.0, 22.0], [2.0, 15.0], [5.0, 11.0], [18.0, 30.0]]
epoch: 974
loss: 0.9999999906817536
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.07, 84.61, 92.82, 58.26, 63.46, 66.63, 70.41, 79.8, 92.63, 65.63, 95.25, 81.48, 62.07, 94.93, 79.79, 85.89, 82.34, 63.22, 76.11]
mIOU: 78.6, mIOU_reduced: 77.84, accuracy: 96.14
epoch: 975
loss: 0.9999999901997754
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 976
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 977
loss: 0.9999999934129638
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 978
loss: 0.9999999926096667
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [5.0, 11.0], [18.0, 30.0]]
epoch: 979
loss: 0.9999999913243913
dilation rates: [[7.0, 3.0], [3.0, 4.0], [2.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 9.0], [5.0, 22.0], [3.0, 15.0], [5.0, 11.0], [18.0, 30.0]]
epoch: 980
loss: 0.9999999921276884
dilation rates: [[6.0, 2.0], [2.0, 4.0], [3.0, 11.0], [9.0, 24.0], [6.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 981
loss: 0.9999999906817536
dilation rates: [[7.0, 3.0], [3.0, 5.0], [2.0, 11.0], [9.0, 24.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [2.0, 15.0], [5.0, 11.0], [18.0, 30.0]]
epoch: 982
loss: 0.9999999918063696
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 983
loss: 0.9999999913243913
dilation rates: [[7.0, 2.0], [3.0, 4.0], [3.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 984
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 16.0], [5.0, 11.0], [18.0, 30.0]]
epoch: 985
loss: 0.9999999905210942
dilation rates: [[6.0, 2.0], [2.0, 4.0], [2.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 986
loss: 0.999999991967029
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [1.0, 18.0], [14.0, 9.0], [5.0, 22.0], [2.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 987
loss: 0.9999999893964783
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [6.0, 15.0], [5.0, 12.0], [2.0, 18.0], [13.0, 9.0], [4.0, 22.0], [2.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 988
loss: 0.9999999921276884
dilation rates: [[7.0, 3.0], [2.0, 4.0], [2.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 989
loss: 0.9999999927703261
dilation rates: [[7.0, 3.0], [2.0, 5.0], [3.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
epoch: 990
loss: 0.9999999916457102
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.07, 84.48, 92.99, 60.36, 64.55, 66.73, 70.38, 80.02, 92.66, 65.45, 95.32, 81.57, 62.54, 95.03, 77.39, 84.82, 82.63, 63.59, 76.35]
mIOU: 78.68, mIOU_reduced: 78.13, accuracy: 96.19
epoch: 991
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 4.0], [2.0, 10.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.04, 84.35, 92.88, 59.6, 63.72, 66.62, 70.85, 79.72, 92.65, 65.25, 95.33, 81.43, 61.75, 95.13, 78.87, 84.71, 82.71, 63.74, 76.28]
mIOU: 78.61, mIOU_reduced: 77.96, accuracy: 96.15
epoch: 992
loss: 0.9999999921276884
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.07, 84.39, 92.94, 60.67, 63.86, 66.67, 70.24, 79.95, 92.71, 65.83, 95.28, 81.51, 62.08, 95.07, 78.8, 85.35, 83.1, 63.52, 76.27]
mIOU: 78.75, mIOU_reduced: 78.07, accuracy: 96.19
epoch: 993
loss: 0.9999999901997754
dilation rates: [[7.0, 2.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 8.0], [4.0, 22.0], [2.0, 16.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.04, 84.25, 92.86, 60.51, 62.52, 66.51, 70.2, 79.55, 92.65, 64.99, 95.29, 81.18, 59.73, 95.01, 78.38, 83.9, 82.82, 63.04, 76.03]
mIOU: 78.29, mIOU_reduced: 77.65, accuracy: 96.13
epoch: 994
loss: 0.9999999935736232
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [6.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [5.0, 11.0], [18.0, 30.0]]
IOU: [98.04, 84.2, 92.92, 59.92, 63.5, 66.48, 70.53, 79.94, 92.67, 64.75, 95.27, 81.44, 62.0, 95.08, 78.7, 85.49, 83.27, 63.88, 76.15]
mIOU: 78.64, mIOU_reduced: 77.92, accuracy: 96.15
epoch: 995
loss: 0.9999999916457102
dilation rates: [[7.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 12.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [5.0, 11.0], [18.0, 30.0]]
IOU: [98.05, 84.28, 92.93, 60.94, 63.26, 66.61, 70.46, 79.84, 92.69, 65.27, 95.32, 81.51, 62.74, 95.07, 77.83, 85.13, 82.97, 63.73, 76.1]
mIOU: 78.67, mIOU_reduced: 78.05, accuracy: 96.17
epoch: 996
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 4.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [3.0, 15.0], [5.0, 11.0], [18.0, 30.0]]
IOU: [98.07, 84.49, 92.92, 60.73, 63.74, 66.61, 70.47, 79.91, 92.66, 65.11, 95.32, 81.59, 62.47, 95.11, 78.32, 85.08, 82.87, 63.66, 76.21]
mIOU: 78.7, mIOU_reduced: 78.07, accuracy: 96.18
epoch: 997
loss: 0.9999999922883478
dilation rates: [[6.0, 3.0], [2.0, 5.0], [3.0, 10.0], [9.0, 24.0], [7.0, 15.0], [5.0, 11.0], [1.0, 18.0], [14.0, 8.0], [5.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.08, 84.47, 92.84, 59.74, 62.58, 66.39, 70.35, 79.4, 92.64, 64.44, 95.31, 81.19, 59.99, 95.0, 78.72, 84.67, 83.22, 62.51, 76.14]
mIOU: 78.3, mIOU_reduced: 77.57, accuracy: 96.14
epoch: 998
loss: 0.9999999927703261
dilation rates: [[7.0, 3.0], [3.0, 5.0], [3.0, 10.0], [9.0, 24.0], [6.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 8.0], [4.0, 22.0], [2.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.06, 84.31, 92.98, 60.42, 64.18, 66.79, 70.65, 80.02, 92.75, 65.39, 95.32, 81.53, 62.16, 95.07, 79.2, 85.25, 82.4, 63.1, 76.09]
mIOU: 78.72, mIOU_reduced: 78.05, accuracy: 96.19
epoch: 999
loss: 0.9999999908424131
dilation rates: [[6.0, 3.0], [3.0, 5.0], [3.0, 11.0], [8.0, 24.0], [7.0, 15.0], [5.0, 11.0], [2.0, 18.0], [14.0, 9.0], [4.0, 22.0], [3.0, 15.0], [6.0, 11.0], [18.0, 30.0]]
IOU: [98.04, 84.28, 92.88, 59.54, 64.29, 66.67, 70.59, 79.95, 92.69, 65.1, 95.26, 81.45, 62.23, 95.11, 79.7, 86.18, 82.92, 63.31, 76.3]
mIOU: 78.76, mIOU_reduced: 77.98, accuracy: 96.17
Best mIOU: 78.7634731091951
Best global accuracy: 96.18699550628662
Training time 2 days, 18:12:03
mIOUs: [78.7634731091951]
global_accuracies: [96.18699550628662]
