{'model_name': 'L6_decoder26', 'model_type': 'experimental2', 'num_classes': 19, 'ignore_value': 255, 'pretrained_backbone': False, 'epochs': 1000, 'max_epochs': 1000, 'resume': False, 'lr': 0.05, 'momentum': 0.9, 'weight_decay': 0.0001, 'class_weight': None, 'bn_weight_decay': False, 'bn_precise_stats': False, 'bn_precise_num_samples': 600, 'lr_scheduler': 'poly', 'poly_power': 0.9, 'warmup_iters': 3000, 'warmup_factor': 0.1, 'mixed_precision': True, 'run': 1, 'RNG_seed': 0, 'loss_type': 'bootstrapped', 'exclude_classes': [14, 15, 16], 'warmup_iter': 10, 'num_iter': 100, 'benchmark_loader': True, 'benchmark_model': True, 'dataset_name': 'cityscapes', 'dataset_dir': 'cityscapes_dataset', 'batch_size': 8, 'train_min_size': 304, 'train_max_size': 1232, 'train_crop_size': [768, 768], 'val_input_size': 768, 'val_label_size': 1024, 'aug_mode': 'randaug_reduced', 'num_workers': 6, 'class_uniform_pct': 0.5, 'train_split': 'train', 'val_split': 'val', 'max_eval': 600, 'validate_train_loader': False, 'eval_print_every': 10000, 'train_print_every': 10000, 'pretrained_path': '', 'save_every_k_epochs': 25, 'save_last_k_epochs': 10, 'save_dir': 'checkpoints', 'log_dir': 'logs', 'save_name': 'L6_decoder26_1000_epochs_768_res', 'save_best_path': 'checkpoints/L6_decoder26_1000_epochs_768_res_run1', 'save_latest_path': 'checkpoints/L6_decoder26_1000_epochs_768_res_latest', 'resume_path': 'checkpoints/L6_decoder26_1000_epochs_768_res_latest', 'log_path': 'logs/L6_decoder26_1000_epochs_768_res_run1.txt'}
run: 1
epoch: 0
loss: 1.5590276957522184
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: [74.76, 3.72, 51.82, 0.0, 0.0, 0.0, 0.0, 0.0, 52.44, 10.39, 60.79, 0.0, 0.0, 9.58, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 13.87, mIOU_reduced: 16.47, accuracy: 69.7
epoch: 1
loss: 1.3701370692638695
dilation rates: [[1.0, 2.0], [2.0, 2.0], [1.0, 2.0], [2.0, 2.0], [1.0, 2.0], [1.0, 1.0], [1.0, 2.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [2.0, 2.0]]
epoch: 2
loss: 1.3101717048899504
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], [2.0, 2.0], [2.0, 2.0], [3.0, 3.0]]
epoch: 3
loss: 1.3177761424262568
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [4.0, 4.0]]
epoch: 4
loss: 1.2790110965944685
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], [5.0, 4.0]]
epoch: 5
loss: 1.2501063197449533
dilation rates: [[2.0, 2.0], [2.0, 2.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [2.0, 2.0], [2.0, 3.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [2.0, 2.0], [6.0, 5.0]]
epoch: 6
loss: 1.2425386169850023
dilation rates: [[2.0, 2.0], [3.0, 2.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [2.0, 2.0], [2.0, 3.0], [3.0, 2.0], [3.0, 2.0], [6.0, 5.0]]
epoch: 7
loss: 1.2470925672035011
dilation rates: [[2.0, 2.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [7.0, 6.0]]
epoch: 8
loss: 1.2291892170906067
dilation rates: [[2.0, 2.0], [3.0, 2.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [3.0, 3.0], [8.0, 6.0]]
epoch: 9
loss: 1.197032040823502
dilation rates: [[3.0, 2.0], [3.0, 2.0], [2.0, 3.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [9.0, 6.0]]
epoch: 10
loss: 1.1900837623848106
dilation rates: [[2.0, 2.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [2.0, 3.0], [3.0, 3.0], [4.0, 3.0], [10.0, 7.0]]
epoch: 11
loss: 1.1815209581524213
dilation rates: [[3.0, 2.0], [3.0, 2.0], [2.0, 3.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 3.0], [3.0, 3.0], [4.0, 3.0], [10.0, 7.0]]
epoch: 12
loss: 1.165326646074773
dilation rates: [[2.0, 2.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [4.0, 3.0], [11.0, 7.0]]
epoch: 13
loss: 1.1593097231458782
dilation rates: [[3.0, 2.0], [3.0, 2.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [2.0, 4.0], [3.0, 3.0], [3.0, 4.0], [3.0, 3.0], [4.0, 3.0], [11.0, 7.0]]
epoch: 14
loss: 1.14997712074907
dilation rates: [[3.0, 2.0], [3.0, 3.0], [2.0, 4.0], [3.0, 4.0], [2.0, 4.0], [3.0, 4.0], [2.0, 4.0], [3.0, 3.0], [3.0, 4.0], [4.0, 3.0], [4.0, 3.0], [11.0, 7.0]]
epoch: 15
loss: 1.133094092263687
dilation rates: [[2.0, 2.0], [3.0, 3.0], [2.0, 4.0], [3.0, 4.0], [2.0, 4.0], [3.0, 4.0], [2.0, 5.0], [3.0, 3.0], [3.0, 4.0], [4.0, 4.0], [4.0, 3.0], [12.0, 7.0]]
epoch: 16
loss: 1.1421769659795529
dilation rates: [[2.0, 2.0], [3.0, 2.0], [2.0, 4.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [3.0, 3.0], [3.0, 4.0], [4.0, 4.0], [4.0, 3.0], [12.0, 7.0]]
epoch: 17
loss: 1.120855529513963
dilation rates: [[2.0, 2.0], [3.0, 3.0], [2.0, 4.0], [3.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [3.0, 3.0], [3.0, 4.0], [4.0, 4.0], [4.0, 4.0], [12.0, 7.0]]
epoch: 18
loss: 1.1277506390029208
dilation rates: [[3.0, 2.0], [3.0, 2.0], [2.0, 4.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [3.0, 4.0], [3.0, 4.0], [4.0, 4.0], [4.0, 4.0], [13.0, 8.0]]
epoch: 19
loss: 1.1092340412808235
dilation rates: [[2.0, 2.0], [4.0, 2.0], [2.0, 4.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [3.0, 3.0], [3.0, 4.0], [4.0, 4.0], [5.0, 3.0], [13.0, 8.0]]
epoch: 20
loss: 1.1175738495957819
dilation rates: [[3.0, 2.0], [3.0, 2.0], [2.0, 4.0], [3.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [3.0, 3.0], [3.0, 4.0], [4.0, 4.0], [5.0, 4.0], [13.0, 8.0]]
epoch: 21
loss: 1.1153077749871823
dilation rates: [[3.0, 2.0], [4.0, 2.0], [2.0, 4.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [4.0, 3.0], [3.0, 4.0], [4.0, 4.0], [5.0, 4.0], [14.0, 8.0]]
epoch: 22
loss: 1.104342172409325
dilation rates: [[3.0, 2.0], [4.0, 2.0], [2.0, 4.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [4.0, 3.0], [3.0, 4.0], [4.0, 4.0], [5.0, 4.0], [14.0, 8.0]]
epoch: 23
loss: 1.1049796413539876
dilation rates: [[3.0, 2.0], [4.0, 2.0], [2.0, 4.0], [3.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 5.0], [4.0, 4.0], [3.0, 4.0], [4.0, 4.0], [5.0, 4.0], [14.0, 8.0]]
epoch: 24
loss: 1.088441923782832
dilation rates: [[2.0, 2.0], [4.0, 3.0], [2.0, 4.0], [4.0, 4.0], [2.0, 5.0], [3.0, 4.0], [2.0, 6.0], [4.0, 3.0], [3.0, 4.0], [4.0, 4.0], [5.0, 4.0], [14.0, 8.0]]
IOU: [92.7, 55.4, 79.98, 18.87, 26.95, 34.49, 19.35, 42.93, 81.32, 41.85, 88.78, 50.06, 0.4, 74.5, 14.19, 24.4, 13.8, 3.91, 42.77]
mIOU: 42.45, mIOU_reduced: 47.14, accuracy: 88.46
epoch: 25
loss: 1.088373073027783
dilation rates: [[3.0, 2.0], [4.0, 2.0], [2.0, 5.0], [3.0, 4.0], [2.0, 6.0], [4.0, 4.0], [2.0, 6.0], [4.0, 4.0], [3.0, 5.0], [4.0, 4.0], [5.0, 4.0], [14.0, 8.0]]
epoch: 26
loss: 1.0830932320610211
dilation rates: [[2.0, 2.0], [4.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 6.0], [4.0, 4.0], [2.0, 6.0], [4.0, 4.0], [3.0, 5.0], [4.0, 4.0], [5.0, 4.0], [14.0, 8.0]]
epoch: 27
loss: 1.0861135443265868
dilation rates: [[3.0, 2.0], [4.0, 3.0], [2.0, 5.0], [3.0, 4.0], [2.0, 6.0], [3.0, 4.0], [2.0, 6.0], [3.0, 3.0], [3.0, 5.0], [4.0, 4.0], [5.0, 4.0], [15.0, 8.0]]
epoch: 28
loss: 1.0942687893492191
dilation rates: [[3.0, 2.0], [4.0, 2.0], [2.0, 5.0], [4.0, 4.0], [2.0, 6.0], [3.0, 4.0], [2.0, 6.0], [4.0, 4.0], [2.0, 5.0], [4.0, 4.0], [5.0, 4.0], [15.0, 8.0]]
epoch: 29
loss: 1.0717841995694246
dilation rates: [[3.0, 2.0], [4.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 6.0], [4.0, 4.0], [2.0, 6.0], [3.0, 4.0], [3.0, 5.0], [4.0, 4.0], [5.0, 4.0], [15.0, 8.0]]
epoch: 30
loss: 1.0761786824609392
dilation rates: [[3.0, 2.0], [4.0, 2.0], [2.0, 5.0], [4.0, 4.0], [2.0, 6.0], [3.0, 4.0], [2.0, 6.0], [3.0, 4.0], [3.0, 5.0], [4.0, 4.0], [6.0, 4.0], [15.0, 8.0]]
epoch: 31
loss: 1.070876731062835
dilation rates: [[2.0, 2.0], [4.0, 2.0], [1.0, 5.0], [4.0, 4.0], [2.0, 6.0], [4.0, 4.0], [2.0, 6.0], [4.0, 3.0], [3.0, 5.0], [4.0, 4.0], [6.0, 4.0], [15.0, 9.0]]
epoch: 32
loss: 1.0775530892562353
dilation rates: [[3.0, 2.0], [4.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 6.0], [4.0, 4.0], [2.0, 6.0], [4.0, 4.0], [3.0, 5.0], [4.0, 4.0], [6.0, 4.0], [15.0, 9.0]]
epoch: 33
loss: 1.075940782490445
dilation rates: [[3.0, 2.0], [4.0, 3.0], [2.0, 5.0], [3.0, 4.0], [2.0, 6.0], [4.0, 4.0], [2.0, 6.0], [4.0, 4.0], [3.0, 5.0], [4.0, 4.0], [6.0, 4.0], [15.0, 9.0]]
epoch: 34
loss: 1.0687200481679562
dilation rates: [[3.0, 2.0], [4.0, 3.0], [2.0, 5.0], [3.0, 4.0], [2.0, 6.0], [4.0, 4.0], [2.0, 6.0], [4.0, 4.0], [2.0, 5.0], [4.0, 4.0], [6.0, 4.0], [16.0, 9.0]]
epoch: 35
loss: 1.0624713483203774
dilation rates: [[3.0, 2.0], [4.0, 3.0], [2.0, 5.0], [4.0, 4.0], [2.0, 6.0], [4.0, 5.0], [2.0, 6.0], [4.0, 3.0], [3.0, 5.0], [4.0, 4.0], [6.0, 4.0], [16.0, 9.0]]
epoch: 36
loss: 1.0719238312417927
dilation rates: [[3.0, 3.0], [4.0, 2.0], [2.0, 5.0], [4.0, 5.0], [2.0, 7.0], [4.0, 4.0], [1.0, 7.0], [3.0, 4.0], [3.0, 5.0], [5.0, 4.0], [6.0, 4.0], [16.0, 9.0]]
epoch: 37
loss: 1.052593254175469
dilation rates: [[3.0, 2.0], [4.0, 2.0], [2.0, 6.0], [4.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 6.0], [4.0, 3.0], [3.0, 5.0], [5.0, 4.0], [6.0, 4.0], [16.0, 9.0]]
epoch: 38
loss: 1.060840920778619
dilation rates: [[3.0, 3.0], [4.0, 3.0], [2.0, 6.0], [4.0, 4.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [4.0, 4.0], [3.0, 5.0], [4.0, 4.0], [6.0, 5.0], [16.0, 9.0]]
epoch: 39
loss: 1.0565345343553796
dilation rates: [[3.0, 2.0], [4.0, 2.0], [2.0, 6.0], [4.0, 4.0], [2.0, 7.0], [4.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 5.0], [5.0, 4.0], [6.0, 5.0], [16.0, 9.0]]
epoch: 40
loss: 1.0697703049831957
dilation rates: [[3.0, 2.0], [4.0, 3.0], [2.0, 6.0], [3.0, 4.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [5.0, 4.0], [6.0, 5.0], [16.0, 9.0]]
epoch: 41
loss: 1.0468645519966064
dilation rates: [[3.0, 2.0], [4.0, 3.0], [1.0, 6.0], [4.0, 5.0], [2.0, 7.0], [4.0, 4.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [5.0, 4.0], [6.0, 5.0], [16.0, 9.0]]
epoch: 42
loss: 1.0574305137855344
dilation rates: [[3.0, 2.0], [4.0, 2.0], [2.0, 6.0], [4.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [5.0, 4.0], [6.0, 5.0], [16.0, 9.0]]
epoch: 43
loss: 1.0562529162255259
dilation rates: [[3.0, 3.0], [4.0, 3.0], [2.0, 6.0], [4.0, 5.0], [2.0, 7.0], [4.0, 5.0], [1.0, 7.0], [4.0, 4.0], [3.0, 6.0], [5.0, 4.0], [6.0, 5.0], [17.0, 9.0]]
epoch: 44
loss: 1.0682787328074885
dilation rates: [[3.0, 3.0], [4.0, 2.0], [2.0, 6.0], [4.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [4.0, 3.0], [3.0, 6.0], [5.0, 4.0], [6.0, 5.0], [17.0, 9.0]]
epoch: 45
loss: 1.0479886658750777
dilation rates: [[3.0, 2.0], [5.0, 3.0], [2.0, 6.0], [4.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [3.0, 4.0], [3.0, 6.0], [5.0, 4.0], [7.0, 5.0], [17.0, 10.0]]
epoch: 46
loss: 1.0601437605937536
dilation rates: [[3.0, 3.0], [5.0, 2.0], [2.0, 6.0], [4.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [17.0, 10.0]]
epoch: 47
loss: 1.051997819197467
dilation rates: [[3.0, 2.0], [5.0, 2.0], [2.0, 6.0], [4.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [4.0, 3.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [17.0, 10.0]]
epoch: 48
loss: 1.0542832839521115
dilation rates: [[3.0, 3.0], [5.0, 2.0], [2.0, 6.0], [4.0, 5.0], [2.0, 7.0], [4.0, 5.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [17.0, 10.0]]
epoch: 49
loss: 1.0301265491629548
dilation rates: [[3.0, 3.0], [5.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 7.0], [4.0, 3.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [17.0, 10.0]]
IOU: [96.24, 70.25, 87.66, 35.0, 39.06, 47.55, 44.77, 60.49, 89.57, 47.81, 91.81, 66.63, 39.65, 88.72, 35.4, 59.0, 36.25, 22.92, 59.01]
mIOU: 58.83, mIOU_reduced: 61.7, accuracy: 92.99
epoch: 50
loss: 1.0311923422260747
dilation rates: [[4.0, 3.0], [5.0, 3.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 7.0], [4.0, 3.0], [3.0, 6.0], [5.0, 4.0], [7.0, 5.0], [17.0, 10.0]]
epoch: 51
loss: 1.0438294793074985
dilation rates: [[3.0, 2.0], [4.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 52
loss: 1.019180933580887
dilation rates: [[4.0, 2.0], [5.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [1.0, 7.0], [4.0, 3.0], [3.0, 6.0], [5.0, 4.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 53
loss: 1.03622424473981
dilation rates: [[4.0, 3.0], [5.0, 3.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 6.0], [5.0, 4.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 54
loss: 1.0319037085594835
dilation rates: [[4.0, 3.0], [5.0, 3.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 7.0], [4.0, 4.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 55
loss: 1.0256691918861514
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epoch: 56
loss: 1.0285431321740472
dilation rates: [[4.0, 2.0], [5.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 57
loss: 1.0257620295745664
dilation rates: [[3.0, 2.0], [5.0, 2.0], [2.0, 7.0], [3.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [3.0, 4.0], [3.0, 6.0], [5.0, 4.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 58
loss: 1.033194788222043
dilation rates: [[3.0, 2.0], [5.0, 2.0], [1.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [4.0, 3.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 59
loss: 1.0391755060686898
dilation rates: [[3.0, 2.0], [5.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 60
loss: 1.0289652071230495
dilation rates: [[3.0, 2.0], [5.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [3.0, 4.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 61
loss: 1.019265813647576
dilation rates: [[3.0, 3.0], [5.0, 2.0], [2.0, 7.0], [3.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [3.0, 4.0], [3.0, 6.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 62
loss: 1.0218548973936918
dilation rates: [[3.0, 3.0], [5.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 63
loss: 1.0244670041166548
dilation rates: [[3.0, 3.0], [5.0, 3.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 64
loss: 1.0310323117878237
dilation rates: [[3.0, 2.0], [5.0, 3.0], [2.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 65
loss: 1.0169981692357848
dilation rates: [[3.0, 2.0], [5.0, 3.0], [1.0, 7.0], [4.0, 5.0], [2.0, 8.0], [4.0, 5.0], [2.0, 8.0], [4.0, 3.0], [3.0, 7.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 66
loss: 1.0291450669501991
dilation rates: [[4.0, 2.0], [5.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 9.0], [4.0, 5.0], [1.0, 8.0], [4.0, 3.0], [3.0, 7.0], [5.0, 5.0], [7.0, 5.0], [18.0, 10.0]]
epoch: 67
loss: 1.0164998270109336
dilation rates: [[3.0, 2.0], [5.0, 3.0], [2.0, 7.0], [4.0, 5.0], [2.0, 9.0], [4.0, 6.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [7.0, 6.0], [19.0, 11.0]]
epoch: 68
loss: 1.0230704023831616
dilation rates: [[3.0, 3.0], [5.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 9.0], [4.0, 5.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [7.0, 6.0], [19.0, 11.0]]
epoch: 69
loss: 1.021898969003775
dilation rates: [[3.0, 3.0], [5.0, 3.0], [2.0, 7.0], [4.0, 5.0], [2.0, 9.0], [4.0, 6.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 70
loss: 1.0212203196759493
dilation rates: [[3.0, 3.0], [5.0, 3.0], [2.0, 7.0], [4.0, 5.0], [2.0, 9.0], [4.0, 6.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 71
loss: 1.0272331303663331
dilation rates: [[4.0, 3.0], [5.0, 3.0], [2.0, 7.0], [4.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 72
loss: 1.013482743035751
dilation rates: [[3.0, 2.0], [5.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 9.0], [4.0, 6.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 73
loss: 1.007235728184168
dilation rates: [[3.0, 3.0], [5.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 74
loss: 1.0202834235047393
dilation rates: [[3.0, 2.0], [5.0, 2.0], [2.0, 7.0], [4.0, 5.0], [2.0, 9.0], [4.0, 6.0], [2.0, 8.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
IOU: [97.01, 76.86, 88.17, 46.83, 43.63, 49.62, 44.16, 55.45, 89.56, 55.32, 89.8, 67.88, 35.49, 90.12, 37.85, 56.83, 41.84, 36.15, 63.18]
mIOU: 61.35, mIOU_reduced: 64.33, accuracy: 93.51
epoch: 75
loss: 1.015559401955566
dilation rates: [[4.0, 3.0], [6.0, 3.0], [1.0, 8.0], [4.0, 5.0], [2.0, 9.0], [4.0, 6.0], [1.0, 8.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 76
loss: 1.0293930515124792
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [3.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 77
loss: 1.0143705410456079
dilation rates: [[3.0, 2.0], [5.0, 3.0], [2.0, 8.0], [4.0, 5.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 78
loss: 1.0019860103766551
dilation rates: [[4.0, 2.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 79
loss: 1.0049476194574505
dilation rates: [[3.0, 2.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 80
loss: 0.9966987679910788
dilation rates: [[4.0, 2.0], [6.0, 2.0], [2.0, 8.0], [4.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [3.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 81
loss: 1.0014201571356576
dilation rates: [[3.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 82
loss: 1.008692096667791
dilation rates: [[3.0, 2.0], [5.0, 3.0], [2.0, 8.0], [4.0, 5.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [19.0, 11.0]]
epoch: 83
loss: 1.0288453370413047
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 84
loss: 1.0075039418559832
dilation rates: [[3.0, 3.0], [6.0, 2.0], [2.0, 8.0], [4.0, 6.0], [2.0, 9.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 85
loss: 0.9957974916198504
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 86
loss: 1.0074365259502134
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 87
loss: 0.9981108544007787
dilation rates: [[3.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 88
loss: 1.0155600606591875
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 89
loss: 1.0034964820445387
dilation rates: [[3.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [1.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 90
loss: 0.9889218998405168
dilation rates: [[3.0, 2.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 91
loss: 0.9985354729097166
dilation rates: [[3.0, 3.0], [5.0, 3.0], [2.0, 8.0], [5.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 92
loss: 1.0082676834815918
dilation rates: [[3.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 93
loss: 0.9909437228084574
dilation rates: [[3.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [5.0, 5.0], [8.0, 6.0], [20.0, 11.0]]
epoch: 94
loss: 0.9913190286757169
dilation rates: [[4.0, 2.0], [5.0, 3.0], [1.0, 8.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [5.0, 5.0], [8.0, 6.0], [20.0, 12.0]]
epoch: 95
loss: 0.9935517749696408
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 8.0], [5.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 7.0], [6.0, 5.0], [8.0, 6.0], [20.0, 12.0]]
epoch: 96
loss: 1.0166984348284267
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 10.0], [5.0, 6.0], [2.0, 9.0], [4.0, 4.0], [4.0, 8.0], [6.0, 6.0], [8.0, 6.0], [20.0, 12.0]]
epoch: 97
loss: 1.023157696196975
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 6.0], [2.0, 10.0], [5.0, 6.0], [2.0, 9.0], [4.0, 4.0], [4.0, 8.0], [6.0, 6.0], [8.0, 7.0], [20.0, 12.0]]
epoch: 98
loss: 0.9910481848485386
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 8.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [8.0, 7.0], [20.0, 12.0]]
epoch: 99
loss: 0.9889771098075208
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [6.0, 5.0], [8.0, 6.0], [20.0, 12.0]]
IOU: [96.76, 74.95, 88.45, 24.68, 44.02, 51.74, 49.7, 61.97, 89.52, 49.99, 92.02, 63.89, 41.9, 86.72, 0.79, 54.31, 46.89, 19.23, 53.38]
mIOU: 57.42, mIOU_reduced: 61.81, accuracy: 93.14
epoch: 100
loss: 1.0021120449603407
dilation rates: [[4.0, 2.0], [6.0, 3.0], [2.0, 9.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [8.0, 6.0], [20.0, 12.0]]
epoch: 101
loss: 0.998210301296409
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 6.0], [2.0, 10.0], [5.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [8.0, 6.0], [20.0, 12.0]]
epoch: 102
loss: 0.9982757439831839
dilation rates: [[3.0, 3.0], [6.0, 3.0], [2.0, 9.0], [4.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [8.0, 7.0], [20.0, 12.0]]
epoch: 103
loss: 0.9879289431713341
dilation rates: [[4.0, 2.0], [6.0, 3.0], [2.0, 9.0], [4.0, 6.0], [2.0, 10.0], [5.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [8.0, 7.0], [20.0, 12.0]]
epoch: 104
loss: 0.9847738901881194
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [4.0, 8.0], [6.0, 5.0], [8.0, 7.0], [20.0, 12.0]]
epoch: 105
loss: 0.9967551649098769
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 6.0], [3.0, 10.0], [4.0, 6.0], [2.0, 9.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [8.0, 7.0], [20.0, 12.0]]
epoch: 106
loss: 0.9915360408330542
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 6.0], [2.0, 10.0], [4.0, 6.0], [2.0, 10.0], [4.0, 4.0], [4.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 107
loss: 0.996229720565508
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [4.0, 6.0], [3.0, 10.0], [5.0, 6.0], [2.0, 10.0], [4.0, 4.0], [4.0, 8.0], [6.0, 5.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 108
loss: 0.9893303306276264
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [4.0, 6.0], [3.0, 10.0], [5.0, 6.0], [2.0, 10.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [8.0, 7.0], [21.0, 12.0]]
epoch: 109
loss: 0.9963962659038945
dilation rates: [[3.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 6.0], [3.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [4.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 110
loss: 1.0040651137295438
dilation rates: [[3.0, 3.0], [6.0, 3.0], [2.0, 9.0], [4.0, 6.0], [2.0, 11.0], [5.0, 6.0], [2.0, 10.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 111
loss: 0.9961018523758634
dilation rates: [[3.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 6.0], [2.0, 11.0], [5.0, 6.0], [2.0, 10.0], [4.0, 4.0], [4.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 112
loss: 0.9839639210636725
dilation rates: [[4.0, 2.0], [6.0, 3.0], [2.0, 9.0], [5.0, 6.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 113
loss: 0.9857402617397977
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [4.0, 6.0], [2.0, 11.0], [4.0, 7.0], [2.0, 10.0], [4.0, 4.0], [4.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 114
loss: 1.0041690698531118
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 9.0], [5.0, 6.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [4.0, 8.0], [6.0, 6.0], [8.0, 7.0], [21.0, 12.0]]
epoch: 115
loss: 0.9936177711281172
dilation rates: [[3.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 11.0], [5.0, 6.0], [2.0, 10.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 116
loss: 0.9949076876164767
dilation rates: [[4.0, 2.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [3.0, 8.0], [6.0, 5.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 117
loss: 0.982935650650703
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 5.0], [3.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 13.0]]
epoch: 118
loss: 0.9914152043848988
dilation rates: [[4.0, 2.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 11.0], [4.0, 6.0], [2.0, 10.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 119
loss: 0.9791522856671212
dilation rates: [[4.0, 2.0], [7.0, 3.0], [2.0, 9.0], [4.0, 7.0], [2.0, 11.0], [5.0, 6.0], [2.0, 10.0], [4.0, 4.0], [3.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 13.0]]
epoch: 120
loss: 0.9918596750963731
dilation rates: [[4.0, 3.0], [6.0, 3.0], [3.0, 9.0], [5.0, 6.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 5.0], [4.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 121
loss: 0.9809611362588373
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [4.0, 8.0], [6.0, 6.0], [9.0, 7.0], [21.0, 13.0]]
epoch: 122
loss: 0.9818921894076057
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 123
loss: 0.9797745623357212
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 9.0], [4.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [21.0, 13.0]]
epoch: 124
loss: 0.9903257092375639
dilation rates: [[4.0, 3.0], [6.0, 3.0], [3.0, 9.0], [4.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 5.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
IOU: [96.65, 72.47, 87.0, 33.41, 37.39, 46.41, 45.02, 60.67, 89.34, 49.69, 92.38, 67.08, 40.15, 89.27, 54.82, 63.99, 43.33, 11.28, 56.26]
mIOU: 59.82, mIOU_reduced: 60.9, accuracy: 92.91
epoch: 125
loss: 0.9866478680921693
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [4.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 126
loss: 0.9838222225078675
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 11.0], [4.0, 7.0], [2.0, 10.0], [4.0, 4.0], [4.0, 9.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 127
loss: 0.976146312736758
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 9.0], [5.0, 6.0], [2.0, 11.0], [4.0, 7.0], [2.0, 10.0], [4.0, 5.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [21.0, 13.0]]
epoch: 128
loss: 0.9859579869036404
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 6.0], [2.0, 11.0], [4.0, 7.0], [2.0, 10.0], [4.0, 4.0], [4.0, 9.0], [6.0, 6.0], [9.0, 7.0], [21.0, 13.0]]
epoch: 129
loss: 0.9699570075520929
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [4.0, 7.0], [2.0, 11.0], [4.0, 7.0], [2.0, 10.0], [4.0, 5.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 12.0]]
epoch: 130
loss: 0.9732226285973007
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [4.0, 9.0], [6.0, 6.0], [9.0, 7.0], [21.0, 12.0]]
epoch: 131
loss: 0.9826900880291777
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 132
loss: 0.9720262276194488
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 11.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [3.0, 9.0], [6.0, 5.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 133
loss: 0.9817913666247037
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [3.0, 12.0], [4.0, 7.0], [2.0, 10.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 134
loss: 0.9835096747084769
dilation rates: [[4.0, 2.0], [7.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 10.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 135
loss: 0.9880950706345695
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [3.0, 12.0], [4.0, 7.0], [2.0, 11.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 136
loss: 0.9912376683355985
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 10.0], [4.0, 5.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 12.0]]
epoch: 137
loss: 0.9869283665865258
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [3.0, 12.0], [4.0, 7.0], [2.0, 11.0], [4.0, 4.0], [4.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 138
loss: 0.9749250545334623
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [4.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 139
loss: 0.9756080558036537
dilation rates: [[4.0, 3.0], [6.0, 3.0], [3.0, 10.0], [5.0, 7.0], [3.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 140
loss: 0.9730359601845959
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [4.0, 7.0], [2.0, 11.0], [4.0, 4.0], [4.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 141
loss: 0.973345016212155
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 142
loss: 0.9676186011807938
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [4.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [4.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 143
loss: 0.9627976056057809
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 9.0], [4.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 144
loss: 0.9711782890510045
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [1.0, 11.0], [4.0, 4.0], [4.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 145
loss: 0.9736807902225587
dilation rates: [[4.0, 2.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 146
loss: 0.9750294926352899
dilation rates: [[4.0, 2.0], [7.0, 3.0], [3.0, 9.0], [5.0, 7.0], [3.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [4.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 147
loss: 0.9910241759048318
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 10.0], [5.0, 7.0], [3.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 8.0], [22.0, 13.0]]
epoch: 148
loss: 0.9769576861851942
dilation rates: [[4.0, 3.0], [6.0, 3.0], [3.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [4.0, 9.0], [6.0, 6.0], [9.0, 8.0], [22.0, 13.0]]
epoch: 149
loss: 0.9727000738732577
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [3.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [4.0, 9.0], [7.0, 6.0], [9.0, 8.0], [22.0, 13.0]]
IOU: [97.4, 79.03, 89.36, 39.33, 48.46, 51.08, 51.36, 63.74, 90.04, 54.54, 93.88, 73.45, 46.9, 89.26, 0.0, 63.69, 53.14, 35.43, 65.81]
mIOU: 62.42, mIOU_reduced: 66.82, accuracy: 94.11
epoch: 150
loss: 0.9699233984047512
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [4.0, 9.0], [6.0, 6.0], [9.0, 8.0], [22.0, 13.0]]
epoch: 151
loss: 0.9689078891695028
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [4.0, 9.0], [7.0, 6.0], [9.0, 8.0], [22.0, 13.0]]
epoch: 152
loss: 0.9807311959986417
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [4.0, 7.0], [3.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 8.0], [22.0, 13.0]]
epoch: 153
loss: 0.9894176446845268
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [3.0, 9.0], [7.0, 6.0], [10.0, 8.0], [22.0, 13.0]]
epoch: 154
loss: 0.9672321770390411
dilation rates: [[4.0, 2.0], [6.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 155
loss: 0.9719261271612984
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [3.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [4.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 156
loss: 0.9942404841477016
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [3.0, 9.0], [7.0, 6.0], [10.0, 8.0], [22.0, 13.0]]
epoch: 157
loss: 0.9659476921243487
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [3.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [3.0, 9.0], [7.0, 6.0], [10.0, 8.0], [22.0, 13.0]]
epoch: 158
loss: 0.9758510231329103
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [3.0, 9.0], [7.0, 6.0], [10.0, 8.0], [22.0, 13.0]]
epoch: 159
loss: 0.9588304994241247
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [4.0, 9.0], [6.0, 6.0], [10.0, 8.0], [22.0, 13.0]]
epoch: 160
loss: 0.9936856405754295
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [4.0, 9.0], [7.0, 6.0], [10.0, 7.0], [22.0, 13.0]]
epoch: 161
loss: 0.9655790818990723
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [1.0, 11.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [10.0, 7.0], [22.0, 13.0]]
epoch: 162
loss: 0.9650015776369449
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [3.0, 9.0], [7.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 163
loss: 0.9637130518165239
dilation rates: [[4.0, 2.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [4.0, 9.0], [7.0, 6.0], [9.0, 8.0], [22.0, 13.0]]
epoch: 164
loss: 0.9534900267169161
dilation rates: [[4.0, 2.0], [7.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [1.0, 11.0], [4.0, 5.0], [3.0, 9.0], [6.0, 6.0], [9.0, 7.0], [22.0, 13.0]]
epoch: 165
loss: 0.9803895331778616
dilation rates: [[4.0, 2.0], [7.0, 3.0], [2.0, 9.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [4.0, 9.0], [7.0, 6.0], [10.0, 8.0], [22.0, 13.0]]
epoch: 166
loss: 0.9864849406432591
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [3.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [4.0, 9.0], [6.0, 6.0], [10.0, 8.0], [22.0, 13.0]]
epoch: 167
loss: 1.002563093550443
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [22.0, 14.0]]
epoch: 168
loss: 0.9611865347929078
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 4.0], [3.0, 9.0], [6.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 169
loss: 0.9660867308027982
dilation rates: [[4.0, 2.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [4.0, 4.0], [4.0, 9.0], [7.0, 6.0], [10.0, 8.0], [23.0, 13.0]]
epoch: 170
loss: 0.9519066047475666
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 10.0], [5.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [4.0, 5.0], [4.0, 10.0], [6.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 171
loss: 0.9637828170449907
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 12.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [3.0, 9.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 172
loss: 0.9581300846007313
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [3.0, 13.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 13.0]]
epoch: 173
loss: 0.989966296924735
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [3.0, 12.0], [5.0, 8.0], [2.0, 11.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [22.0, 14.0]]
epoch: 174
loss: 0.9711398761870084
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
IOU: [97.27, 78.27, 89.94, 44.91, 48.16, 54.32, 51.64, 63.95, 90.73, 57.35, 93.43, 73.38, 50.03, 91.67, 51.91, 35.26, 35.71, 44.64, 64.95]
mIOU: 64.08, mIOU_reduced: 68.41, accuracy: 94.3
epoch: 175
loss: 0.9460081901511734
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 10.0], [5.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 176
loss: 0.9658444849949963
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 10.0], [5.0, 8.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 177
loss: 0.976064726027517
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [3.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 178
loss: 0.9633709552153101
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [4.0, 4.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 179
loss: 0.9736012254121169
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [4.0, 5.0], [3.0, 9.0], [7.0, 6.0], [10.0, 8.0], [23.0, 13.0]]
epoch: 180
loss: 0.9517862714847143
dilation rates: [[4.0, 2.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [4.0, 4.0], [3.0, 10.0], [6.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 181
loss: 0.9488412888866229
dilation rates: [[4.0, 2.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [4.0, 4.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 13.0]]
epoch: 182
loss: 0.9549784917394427
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 7.0], [2.0, 13.0], [5.0, 7.0], [2.0, 11.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 13.0]]
epoch: 183
loss: 0.958000995560155
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 11.0], [4.0, 5.0], [3.0, 10.0], [6.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 184
loss: 0.9554347029593434
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [2.0, 13.0], [5.0, 8.0], [1.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 185
loss: 0.9619808250039092
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 186
loss: 0.9680288755347465
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 187
loss: 0.963283731930982
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [3.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 7.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 188
loss: 0.9547047880139312
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 10.0], [5.0, 8.0], [3.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 189
loss: 0.9730402203904329
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [3.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 190
loss: 0.9612274226152672
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [3.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 191
loss: 0.9623260083545572
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 192
loss: 0.9615182057223872
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 10.0], [5.0, 7.0], [2.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 193
loss: 0.9552372891626589
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 10.0], [6.0, 8.0], [3.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 194
loss: 0.9453932474244315
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [6.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 195
loss: 0.9456417841731377
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 10.0], [6.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 4.0], [4.0, 10.0], [6.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 196
loss: 0.968932459939201
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 10.0], [6.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 7.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 197
loss: 0.9630482447436556
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 10.0], [5.0, 8.0], [3.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 7.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 198
loss: 0.9578664222496218
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 12.0], [3.0, 5.0], [3.0, 10.0], [6.0, 7.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 199
loss: 0.9700264680096403
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 10.0], [6.0, 8.0], [2.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
IOU: [97.29, 78.79, 90.57, 55.9, 51.78, 56.12, 57.41, 66.93, 90.45, 52.61, 93.77, 74.22, 51.03, 91.08, 56.49, 67.45, 49.75, 32.13, 68.3]
mIOU: 67.48, mIOU_reduced: 69.27, accuracy: 94.53
epoch: 200
loss: 0.97754800769518
dilation rates: [[4.0, 3.0], [6.0, 3.0], [2.0, 10.0], [6.0, 8.0], [3.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [6.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 201
loss: 0.96887443264861
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [6.0, 8.0], [3.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 7.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 202
loss: 0.9592276462968791
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [3.0, 13.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 7.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 203
loss: 0.966682292059104
dilation rates: [[5.0, 3.0], [7.0, 3.0], [3.0, 10.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 7.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 204
loss: 0.9628943126156645
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 7.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 205
loss: 0.9688098176791662
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 206
loss: 0.958886622097293
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [6.0, 7.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 207
loss: 0.9715518143299133
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 10.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 208
loss: 0.9574576921540129
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 209
loss: 0.949962040163436
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 6.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 210
loss: 0.9504882058686002
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 11.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [24.0, 14.0]]
epoch: 211
loss: 0.9549965811868241
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [11.0, 8.0], [23.0, 14.0]]
epoch: 212
loss: 0.9628211679163005
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 10.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 7.0], [11.0, 8.0], [23.0, 14.0]]
epoch: 213
loss: 0.9582338514675027
dilation rates: [[4.0, 3.0], [7.0, 4.0], [3.0, 11.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 6.0], [11.0, 8.0], [23.0, 14.0]]
epoch: 214
loss: 0.9585224452687081
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 7.0], [10.0, 8.0], [23.0, 14.0]]
epoch: 215
loss: 0.9666105577887872
dilation rates: [[5.0, 3.0], [7.0, 4.0], [3.0, 11.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 7.0], [10.0, 8.0], [24.0, 14.0]]
epoch: 216
loss: 0.9492872837740135
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 7.0], [11.0, 8.0], [24.0, 14.0]]
epoch: 217
loss: 0.9398482758401218
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 10.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [11.0, 8.0], [24.0, 14.0]]
epoch: 218
loss: 0.9372972106997858
dilation rates: [[5.0, 2.0], [7.0, 4.0], [2.0, 10.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 6.0], [11.0, 8.0], [24.0, 14.0]]
epoch: 219
loss: 0.9454502244843949
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [10.0, 8.0], [24.0, 14.0]]
epoch: 220
loss: 0.9521633147229402
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 10.0], [5.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [11.0, 8.0], [24.0, 14.0]]
epoch: 221
loss: 0.9469770593141931
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [5.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [3.0, 5.0], [4.0, 10.0], [7.0, 6.0], [11.0, 8.0], [24.0, 14.0]]
epoch: 222
loss: 0.9494954550041342
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [1.0, 12.0], [4.0, 5.0], [3.0, 10.0], [7.0, 6.0], [10.0, 8.0], [24.0, 14.0]]
epoch: 223
loss: 0.9498310061799227
dilation rates: [[5.0, 3.0], [7.0, 3.0], [3.0, 10.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 8.0], [24.0, 14.0]]
epoch: 224
loss: 0.9490798403310647
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [1.0, 12.0], [4.0, 4.0], [3.0, 10.0], [6.0, 6.0], [10.0, 8.0], [24.0, 14.0]]
IOU: [97.44, 79.31, 90.02, 42.18, 49.34, 56.59, 58.36, 68.96, 91.33, 60.93, 93.32, 74.35, 51.84, 92.74, 59.62, 71.3, 61.55, 51.13, 69.83]
mIOU: 69.48, mIOU_reduced: 70.48, accuracy: 94.77
epoch: 225
loss: 0.9613219075447145
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 6.0], [11.0, 8.0], [24.0, 14.0]]
epoch: 226
loss: 0.9666086030456255
dilation rates: [[5.0, 3.0], [7.0, 4.0], [3.0, 11.0], [5.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 7.0], [11.0, 8.0], [24.0, 15.0]]
epoch: 227
loss: 0.9631561286687208
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [5.0, 8.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [6.0, 7.0], [11.0, 8.0], [24.0, 14.0]]
epoch: 228
loss: 0.9571813452597255
dilation rates: [[5.0, 3.0], [7.0, 3.0], [3.0, 11.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [6.0, 7.0], [10.0, 9.0], [24.0, 15.0]]
epoch: 229
loss: 0.9531194741192532
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 10.0], [7.0, 6.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 230
loss: 0.9490692197794541
dilation rates: [[4.0, 3.0], [7.0, 4.0], [3.0, 11.0], [6.0, 8.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 231
loss: 0.9507950439928677
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 232
loss: 0.9469123884352713
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [2.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 233
loss: 0.9548581295578948
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epoch: 234
loss: 0.9572637956740079
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [11.0, 8.0], [24.0, 15.0]]
epoch: 235
loss: 0.9488875657079033
dilation rates: [[5.0, 2.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 10.0], [6.0, 7.0], [11.0, 8.0], [24.0, 15.0]]
epoch: 236
loss: 0.9475336561627143
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 237
loss: 0.9475523173969711
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [3.0, 5.0], [4.0, 10.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 238
loss: 0.9437095958267582
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 239
loss: 0.9405539980474508
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 11.0], [6.0, 8.0], [3.0, 14.0], [5.0, 9.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 240
loss: 0.9507205606792173
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [2.0, 14.0], [6.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 8.0], [24.0, 15.0]]
epoch: 241
loss: 0.9617658527392261
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 242
loss: 0.943826909174495
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 11.0], [6.0, 9.0], [2.0, 14.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 8.0], [24.0, 15.0]]
epoch: 243
loss: 0.9390002527648227
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 8.0], [2.0, 14.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 244
loss: 0.9355429610152128
dilation rates: [[4.0, 2.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [2.0, 14.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 8.0], [24.0, 15.0]]
epoch: 245
loss: 0.9344881965786299
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 8.0], [3.0, 14.0], [5.0, 8.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [6.0, 6.0], [11.0, 8.0], [24.0, 15.0]]
epoch: 246
loss: 0.9376631512474821
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 8.0], [3.0, 15.0], [5.0, 9.0], [1.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 8.0], [24.0, 15.0]]
epoch: 247
loss: 0.9671945443371878
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 15.0], [6.0, 9.0], [2.0, 12.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 248
loss: 0.9405647002140467
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 249
loss: 0.9533319151947762
dilation rates: [[4.0, 3.0], [8.0, 4.0], [2.0, 11.0], [6.0, 9.0], [3.0, 15.0], [6.0, 9.0], [2.0, 12.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 8.0], [24.0, 15.0]]
IOU: [97.41, 78.76, 90.56, 54.78, 51.31, 55.75, 57.3, 68.01, 90.87, 57.94, 93.81, 72.76, 44.83, 91.59, 56.08, 77.96, 72.77, 41.07, 68.76]
mIOU: 69.6, mIOU_reduced: 69.72, accuracy: 94.73
epoch: 250
loss: 0.9634780049966674
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [3.0, 15.0], [6.0, 8.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 251
loss: 0.9487748660167272
dilation rates: [[4.0, 3.0], [7.0, 4.0], [3.0, 11.0], [6.0, 9.0], [2.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 252
loss: 0.9515794942963798
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 8.0], [2.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 253
loss: 0.9450107326083428
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 8.0], [3.0, 15.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 254
loss: 0.9451824903809478
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 255
loss: 0.9436327159565414
dilation rates: [[4.0, 3.0], [8.0, 3.0], [3.0, 11.0], [6.0, 8.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 256
loss: 0.9478993057562013
dilation rates: [[5.0, 2.0], [7.0, 3.0], [3.0, 11.0], [6.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [6.0, 6.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 257
loss: 0.9445509513754728
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [3.0, 15.0], [6.0, 8.0], [1.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 258
loss: 0.9560934904450676
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 15.0], [5.0, 8.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 8.0], [25.0, 15.0]]
epoch: 259
loss: 0.9503436843661285
dilation rates: [[4.0, 3.0], [8.0, 4.0], [3.0, 11.0], [6.0, 9.0], [3.0, 15.0], [5.0, 8.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 260
loss: 0.9368739573139386
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [3.0, 15.0], [5.0, 8.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 261
loss: 0.9554669662627249
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 11.0], [6.0, 9.0], [3.0, 15.0], [5.0, 8.0], [2.0, 13.0], [4.0, 6.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 262
loss: 0.9415685664611364
dilation rates: [[4.0, 2.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [2.0, 15.0], [6.0, 8.0], [2.0, 13.0], [4.0, 6.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 263
loss: 0.9410500794729454
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [3.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 264
loss: 0.942582739652649
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [3.0, 15.0], [5.0, 9.0], [2.0, 13.0], [4.0, 6.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 265
loss: 0.9580225237617596
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 15.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 266
loss: 0.9564432921113993
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 11.0], [6.0, 9.0], [2.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 267
loss: 0.9332670362169209
dilation rates: [[5.0, 3.0], [8.0, 3.0], [2.0, 11.0], [6.0, 9.0], [3.0, 15.0], [5.0, 8.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 9.0], [24.0, 15.0]]
epoch: 268
loss: 0.9586115082640532
dilation rates: [[4.0, 3.0], [8.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 15.0], [5.0, 9.0], [2.0, 13.0], [4.0, 6.0], [3.0, 11.0], [7.0, 6.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 269
loss: 0.9413003654814152
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 11.0], [6.0, 9.0], [2.0, 15.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 270
loss: 0.9337687649816837
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [3.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 271
loss: 0.9492776361758497
dilation rates: [[4.0, 3.0], [8.0, 4.0], [3.0, 11.0], [6.0, 9.0], [3.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 6.0], [4.0, 11.0], [7.0, 6.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 272
loss: 0.951203302874398
dilation rates: [[4.0, 3.0], [7.0, 4.0], [3.0, 11.0], [6.0, 9.0], [2.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 6.0], [4.0, 11.0], [7.0, 6.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 273
loss: 0.9449860284913261
dilation rates: [[4.0, 3.0], [7.0, 3.0], [3.0, 11.0], [6.0, 9.0], [3.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 274
loss: 0.938154309104395
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [3.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
IOU: [96.84, 76.83, 88.9, 44.33, 14.97, 52.55, 50.31, 61.14, 88.44, 46.98, 93.61, 72.97, 51.02, 90.54, 27.6, 58.93, 25.25, 35.74, 67.04]
mIOU: 60.21, mIOU_reduced: 64.51, accuracy: 93.34
epoch: 275
loss: 0.9605672945873436
dilation rates: [[5.0, 3.0], [7.0, 4.0], [3.0, 11.0], [6.0, 9.0], [2.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 276
loss: 0.9489397962459657
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 15.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 277
loss: 0.9331460328436283
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 15.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 278
loss: 0.9364708499767067
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [3.0, 15.0], [6.0, 8.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 279
loss: 0.9460821426461007
dilation rates: [[5.0, 3.0], [7.0, 3.0], [3.0, 11.0], [6.0, 9.0], [3.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 280
loss: 0.9378314360454076
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 15.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [6.0, 6.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 281
loss: 0.9455572848692737
dilation rates: [[5.0, 3.0], [7.0, 3.0], [3.0, 11.0], [6.0, 9.0], [2.0, 16.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 282
loss: 0.9309110672004782
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [2.0, 16.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 283
loss: 0.9273257822681952
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 8.0], [1.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 8.0], [25.0, 15.0]]
epoch: 284
loss: 0.9277767519745223
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 16.0], [6.0, 8.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [11.0, 8.0], [25.0, 16.0]]
epoch: 285
loss: 0.9395837648859564
dilation rates: [[4.0, 3.0], [7.0, 4.0], [3.0, 12.0], [6.0, 9.0], [3.0, 16.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 286
loss: 0.9524574083780664
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [5.0, 9.0], [1.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [11.0, 8.0], [25.0, 15.0]]
epoch: 287
loss: 0.9242493801039827
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 11.0], [6.0, 9.0], [2.0, 16.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [11.0, 8.0], [25.0, 16.0]]
epoch: 288
loss: 0.941331161160996
dilation rates: [[4.0, 3.0], [7.0, 4.0], [3.0, 12.0], [6.0, 9.0], [2.0, 16.0], [5.0, 9.0], [1.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 289
loss: 0.9493088018540745
dilation rates: [[5.0, 2.0], [8.0, 3.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 6.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 290
loss: 0.9296979616594443
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [5.0, 8.0], [2.0, 13.0], [4.0, 6.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 291
loss: 0.9526732404919648
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 292
loss: 0.9478885153875839
dilation rates: [[4.0, 3.0], [7.0, 3.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 293
loss: 0.9312336338819519
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 9.0], [2.0, 16.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 294
loss: 0.9387883349570303
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 6.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 295
loss: 0.939931533567989
dilation rates: [[5.0, 3.0], [7.0, 3.0], [3.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 8.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 296
loss: 0.9609919005648466
dilation rates: [[4.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 297
loss: 0.9233951697131052
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 298
loss: 0.9471421095560182
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 12.0], [6.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 299
loss: 0.9345636266582417
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 12.0], [6.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 6.0], [3.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
IOU: [97.53, 80.57, 89.42, 40.06, 48.88, 52.27, 56.71, 64.69, 90.81, 59.49, 94.09, 73.42, 52.45, 92.15, 57.48, 62.66, 38.5, 39.76, 67.26]
mIOU: 66.22, mIOU_reduced: 68.72, accuracy: 94.51
epoch: 300
loss: 0.9326811146864673
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 12.0], [6.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 12.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 301
loss: 0.9330031153648047
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 302
loss: 0.9268768132536238
dilation rates: [[4.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 6.0], [4.0, 11.0], [7.0, 6.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 303
loss: 0.9229481482120215
dilation rates: [[4.0, 3.0], [8.0, 4.0], [2.0, 11.0], [6.0, 9.0], [3.0, 16.0], [5.0, 9.0], [1.0, 13.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 304
loss: 0.9365449354976335
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 305
loss: 0.9514000531476784
dilation rates: [[4.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [1.0, 13.0], [4.0, 5.0], [3.0, 11.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 306
loss: 0.9436671039807507
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [2.0, 16.0], [5.0, 9.0], [2.0, 13.0], [4.0, 6.0], [3.0, 11.0], [7.0, 6.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 307
loss: 0.9567363969077961
dilation rates: [[5.0, 3.0], [7.0, 3.0], [3.0, 12.0], [7.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 12.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 308
loss: 0.9505321796370967
dilation rates: [[4.0, 3.0], [7.0, 4.0], [3.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 12.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 309
loss: 0.936871802871118
dilation rates: [[5.0, 3.0], [8.0, 3.0], [2.0, 12.0], [6.0, 9.0], [2.0, 16.0], [5.0, 9.0], [2.0, 13.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [11.0, 9.0], [25.0, 15.0]]
epoch: 310
loss: 0.9488082960288158
dilation rates: [[5.0, 3.0], [8.0, 3.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 6.0], [4.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 311
loss: 0.9599225847226269
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 312
loss: 0.9397342732010504
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 12.0], [7.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 313
loss: 0.9418882681031754
dilation rates: [[4.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 314
loss: 0.955182412081973
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 315
loss: 0.9549711253443818
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 316
loss: 0.9301542376250912
dilation rates: [[5.0, 3.0], [7.0, 4.0], [3.0, 12.0], [6.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 317
loss: 0.9300137692384642
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 318
loss: 0.9279655227763954
dilation rates: [[4.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 319
loss: 0.9366765709900149
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 11.0], [6.0, 9.0], [3.0, 16.0], [5.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 320
loss: 0.9560095267797095
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 321
loss: 0.9612612332295215
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [6.0, 9.0], [3.0, 16.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 15.0]]
epoch: 322
loss: 0.9392395596298567
dilation rates: [[5.0, 3.0], [7.0, 4.0], [3.0, 12.0], [6.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 323
loss: 0.9424215200133722
dilation rates: [[5.0, 3.0], [7.0, 4.0], [3.0, 12.0], [7.0, 9.0], [3.0, 16.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 11.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 324
loss: 0.931957409066974
dilation rates: [[5.0, 3.0], [7.0, 3.0], [2.0, 12.0], [7.0, 9.0], [3.0, 16.0], [6.0, 9.0], [2.0, 13.0], [4.0, 5.0], [4.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
IOU: [97.08, 78.49, 90.2, 47.25, 49.77, 54.87, 55.75, 69.4, 90.88, 49.9, 94.16, 74.33, 48.12, 90.71, 56.13, 69.52, 57.86, 45.09, 67.13]
mIOU: 67.72, mIOU_reduced: 68.95, accuracy: 94.46
epoch: 325
loss: 0.9352824416443344
dilation rates: [[5.0, 3.0], [7.0, 4.0], [3.0, 12.0], [6.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 326
loss: 0.923026081686714
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 9.0], [2.0, 16.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 11.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 327
loss: 0.9264826631610285
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 9.0], [3.0, 16.0], [5.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 328
loss: 0.9215562216676471
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 11.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 329
loss: 0.9251079826020809
dilation rates: [[5.0, 3.0], [7.0, 4.0], [3.0, 12.0], [6.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 13.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 330
loss: 0.9259025295468354
dilation rates: [[4.0, 3.0], [7.0, 4.0], [2.0, 11.0], [6.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 331
loss: 0.93526367453552
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 13.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 332
loss: 0.9339354502544249
dilation rates: [[4.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 9.0], [2.0, 17.0], [5.0, 9.0], [2.0, 13.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 333
loss: 0.9303770550499065
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 7.0], [11.0, 9.0], [25.0, 16.0]]
epoch: 334
loss: 0.9375230642663179
dilation rates: [[5.0, 3.0], [7.0, 4.0], [3.0, 11.0], [7.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 335
loss: 0.9333130172642093
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 11.0], [6.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 11.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 336
loss: 0.924229488700548
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 12.0], [6.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 13.0], [4.0, 6.0], [3.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 337
loss: 0.9216463948195835
dilation rates: [[4.0, 3.0], [8.0, 3.0], [3.0, 12.0], [6.0, 9.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 338
loss: 0.9226711977202937
dilation rates: [[4.0, 3.0], [7.0, 4.0], [3.0, 12.0], [6.0, 9.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 339
loss: 0.9404998937385745
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 9.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 7.0], [12.0, 10.0], [25.0, 16.0]]
epoch: 340
loss: 0.9326727407961842
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 341
loss: 0.9321254035533277
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [3.0, 5.0], [4.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 342
loss: 0.9376898178193126
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [7.0, 9.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 343
loss: 0.9217884911681121
dilation rates: [[5.0, 3.0], [8.0, 3.0], [2.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [3.0, 5.0], [3.0, 11.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 344
loss: 0.9110304862662467
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [1.0, 14.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 345
loss: 0.9345497031096178
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 9.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 346
loss: 0.9415098305018443
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 11.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 347
loss: 0.925330100515782
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 11.0], [7.0, 9.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 7.0], [12.0, 10.0], [25.0, 16.0]]
epoch: 348
loss: 0.9372946441655532
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 11.0], [7.0, 9.0], [3.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 349
loss: 0.9350678633165488
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
IOU: [97.31, 78.87, 90.04, 37.58, 45.28, 54.07, 56.91, 68.78, 90.93, 58.8, 93.75, 74.81, 48.82, 92.45, 62.88, 77.5, 68.01, 48.66, 67.87]
mIOU: 69.12, mIOU_reduced: 69.06, accuracy: 94.54
epoch: 350
loss: 0.9302080294513959
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 9.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 351
loss: 0.9426147961873571
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 11.0], [6.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 7.0], [12.0, 10.0], [25.0, 16.0]]
epoch: 352
loss: 0.9306909062791706
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 12.0], [7.0, 7.0], [12.0, 10.0], [25.0, 16.0]]
epoch: 353
loss: 0.9173145766528148
dilation rates: [[4.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [3.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [25.0, 16.0]]
epoch: 354
loss: 0.9211573478667884
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 11.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [25.0, 16.0]]
epoch: 355
loss: 0.9218990475019676
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 356
loss: 0.921773590649556
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 357
loss: 0.9147424185372427
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 9.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 358
loss: 0.9193920538110553
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 9.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [3.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 359
loss: 0.9307105571754538
dilation rates: [[5.0, 3.0], [8.0, 3.0], [2.0, 12.0], [6.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 360
loss: 0.9231598592511406
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [6.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 11.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 361
loss: 0.9237208568824912
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 9.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 362
loss: 0.9206263196436222
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 10.0], [2.0, 17.0], [6.0, 9.0], [1.0, 14.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 363
loss: 0.9367061715241712
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 364
loss: 0.9350541336838447
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 7.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 365
loss: 0.9266513754736703
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [25.0, 16.0]]
epoch: 366
loss: 0.9238422132245293
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 10.0], [25.0, 16.0]]
epoch: 367
loss: 0.9217519511109735
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 17.0], [5.0, 10.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 368
loss: 0.9239725981439862
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 369
loss: 0.9443362401823471
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 10.0], [3.0, 17.0], [6.0, 10.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [25.0, 16.0]]
epoch: 370
loss: 0.9268757230188005
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 371
loss: 0.9189394669070077
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 372
loss: 0.9162996804939126
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 10.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 373
loss: 0.9454330756979169
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 374
loss: 0.9107615272953825
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
IOU: [97.61, 80.63, 90.63, 42.19, 53.83, 56.66, 60.76, 71.28, 90.94, 59.99, 94.07, 75.4, 49.54, 93.0, 75.02, 80.54, 77.27, 35.87, 69.65]
mIOU: 71.31, mIOU_reduced: 70.13, accuracy: 94.97
epoch: 375
loss: 0.9336746185616341
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 376
loss: 0.9388137503132987
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 377
loss: 0.9370692978008095
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 9.0], [3.0, 17.0], [5.0, 10.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 378
loss: 0.9185359217728566
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [3.0, 17.0], [6.0, 10.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 379
loss: 0.9240292874629286
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 7.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 380
loss: 0.9117751725600415
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [3.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 381
loss: 0.9181158955527766
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [6.0, 10.0], [2.0, 17.0], [6.0, 10.0], [2.0, 14.0], [3.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 382
loss: 0.9067308423975408
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 383
loss: 0.9179860430586371
dilation rates: [[5.0, 3.0], [7.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 17.0], [5.0, 10.0], [2.0, 14.0], [4.0, 5.0], [3.0, 11.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 384
loss: 0.9227627507759876
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 385
loss: 0.9255958321602197
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 10.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 386
loss: 0.9114734631664348
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 387
loss: 0.9183053722921407
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 10.0], [25.0, 16.0]]
epoch: 388
loss: 0.9170956097523157
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [25.0, 16.0]]
epoch: 389
loss: 0.9082651019417693
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 390
loss: 0.911795288083367
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [6.0, 10.0], [3.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 391
loss: 0.9349379849562427
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 392
loss: 0.9473430143212372
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 393
loss: 0.9372146290267575
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 18.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 394
loss: 0.9481514628042751
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 18.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 395
loss: 0.9210507551614807
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 396
loss: 0.9241755856979247
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [6.0, 10.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 397
loss: 0.9191423574226565
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [3.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 398
loss: 0.9162063301412886
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 14.0], [3.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 399
loss: 0.9157470951504463
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
IOU: [97.77, 81.61, 90.89, 50.59, 55.8, 58.27, 61.81, 69.59, 91.29, 58.0, 94.18, 75.0, 52.22, 93.05, 76.13, 80.39, 68.8, 40.31, 68.57]
mIOU: 71.8, mIOU_reduced: 71.19, accuracy: 95.11
epoch: 400
loss: 0.908754980146403
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 17.0], [5.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 401
loss: 0.9095110131723861
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [7.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 402
loss: 0.9174518782816165
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 403
loss: 0.9467938987392621
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 17.0], [6.0, 10.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 404
loss: 0.9408956321101947
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [5.0, 10.0], [2.0, 14.0], [4.0, 5.0], [3.0, 12.0], [8.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 405
loss: 0.9222180398326678
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 17.0], [6.0, 9.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 406
loss: 0.9365487428045658
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 17.0], [5.0, 10.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 407
loss: 0.9347279399553078
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 14.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 408
loss: 0.9213811636292388
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 14.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 409
loss: 0.927813776098493
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 410
loss: 0.9129139311872724
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 411
loss: 0.907698603331882
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 412
loss: 0.9110714389950118
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 9.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 413
loss: 0.9113959204154516
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 18.0], [5.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 414
loss: 0.9173635803464288
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 9.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 415
loss: 0.9092309010639344
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 9.0], [3.0, 18.0], [5.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 416
loss: 0.9078839014803946
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [6.0, 9.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 417
loss: 0.9178397330955033
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 418
loss: 0.9119746712340178
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 419
loss: 0.9287935108187385
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 420
loss: 0.9145089240087011
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 421
loss: 0.9039925368969652
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 422
loss: 0.9162236190227807
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 423
loss: 0.9156214220504555
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 18.0], [5.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 424
loss: 0.9003603418239686
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
IOU: [97.43, 79.56, 90.64, 49.08, 55.17, 55.42, 60.0, 70.9, 91.23, 61.99, 94.17, 75.53, 53.48, 93.36, 73.2, 78.99, 72.02, 45.04, 69.09]
mIOU: 71.91, mIOU_reduced: 71.38, accuracy: 95.03
epoch: 425
loss: 0.898800317007255
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 426
loss: 0.9051308611011248
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 18.0], [5.0, 9.0], [2.0, 15.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 427
loss: 0.8991009196181181
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 17.0]]
epoch: 428
loss: 0.9109069769273228
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 9.0], [1.0, 15.0], [3.0, 5.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 429
loss: 0.9094860243668774
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [2.0, 18.0], [5.0, 9.0], [1.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 430
loss: 0.9110350589546553
dilation rates: [[5.0, 3.0], [7.0, 3.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [5.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 431
loss: 0.9349007106855551
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [1.0, 15.0], [3.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 17.0]]
epoch: 432
loss: 0.9100875533173348
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
epoch: 433
loss: 0.911287376662149
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 434
loss: 0.9073698914275979
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 435
loss: 0.9066447986746734
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 436
loss: 0.9197578598868172
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 437
loss: 0.9225117909619108
dilation rates: [[5.0, 3.0], [8.0, 3.0], [3.0, 12.0], [7.0, 10.0], [2.0, 18.0], [5.0, 9.0], [2.0, 15.0], [4.0, 5.0], [4.0, 12.0], [8.0, 6.0], [12.0, 10.0], [26.0, 17.0]]
epoch: 438
loss: 0.929705097990216
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 17.0]]
epoch: 439
loss: 0.9234349558938224
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 440
loss: 0.9202750534060188
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 5.0], [4.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 441
loss: 0.9138832460195228
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 17.0]]
epoch: 442
loss: 0.9076417922330995
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 9.0], [2.0, 15.0], [3.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 10.0], [26.0, 17.0]]
epoch: 443
loss: 0.9049503131696799
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 444
loss: 0.9068386906562147
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 10.0], [26.0, 17.0]]
epoch: 445
loss: 0.9103510084177927
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 446
loss: 0.9036639779404488
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 18.0], [5.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 447
loss: 0.9085004642967265
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [26.0, 16.0]]
epoch: 448
loss: 0.9168518760776263
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [26.0, 17.0]]
epoch: 449
loss: 0.9344202439097381
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 5.0], [4.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 16.0]]
IOU: [97.55, 80.61, 90.31, 36.95, 50.2, 55.59, 59.36, 69.86, 90.9, 58.0, 93.8, 75.09, 45.11, 92.13, 43.85, 54.88, 18.76, 54.42, 69.32]
mIOU: 65.09, mIOU_reduced: 69.95, accuracy: 94.6
epoch: 450
loss: 0.9411438955772277
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [26.0, 17.0]]
epoch: 451
loss: 0.9166552132030703
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 17.0]]
epoch: 452
loss: 0.9304481739946453
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [26.0, 17.0]]
epoch: 453
loss: 0.9043470375300097
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [5.0, 10.0], [1.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [26.0, 16.0]]
epoch: 454
loss: 0.8988073323614835
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 455
loss: 0.9082416225315104
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [13.0, 10.0], [26.0, 17.0]]
epoch: 456
loss: 0.9020293475482664
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [12.0, 10.0], [26.0, 17.0]]
epoch: 457
loss: 0.8996877757044173
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [2.0, 18.0], [5.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 458
loss: 0.9050467999154987
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [3.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [26.0, 17.0]]
epoch: 459
loss: 0.9220448137936245
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [26.0, 17.0]]
epoch: 460
loss: 0.9259561946128578
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 461
loss: 0.9301465442881108
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 462
loss: 0.9198195296477757
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 9.0], [26.0, 17.0]]
epoch: 463
loss: 0.9076874815228815
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 12.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 5.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [26.0, 17.0]]
epoch: 464
loss: 0.9181017854785662
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 10.0], [26.0, 16.0]]
epoch: 465
loss: 0.9580868395833635
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 10.0], [26.0, 17.0]]
epoch: 466
loss: 0.9338790814510253
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [26.0, 17.0]]
epoch: 467
loss: 0.920028706605865
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [26.0, 17.0]]
epoch: 468
loss: 0.9367981943480088
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 469
loss: 0.9175253995666607
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [26.0, 17.0]]
epoch: 470
loss: 0.9052973187194681
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [26.0, 17.0]]
epoch: 471
loss: 0.9380636396755105
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 472
loss: 0.910631699703453
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [27.0, 17.0]]
epoch: 473
loss: 0.9033938173977833
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 474
loss: 0.9028516080822906
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 5.0], [4.0, 12.0], [8.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
IOU: [97.5, 80.33, 89.4, 38.8, 52.74, 54.54, 56.61, 70.87, 90.76, 60.49, 94.37, 74.84, 49.5, 92.1, 39.67, 76.0, 59.29, 38.44, 67.07]
mIOU: 67.54, mIOU_reduced: 69.27, accuracy: 94.54
epoch: 475
loss: 0.9054543184784224
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 476
loss: 0.9129885160376762
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 477
loss: 0.9018651452668593
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 5.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 478
loss: 0.9109193011114218
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 5.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 479
loss: 0.921690064781117
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [3.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 480
loss: 0.9104884111013696
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 481
loss: 0.8969673091831876
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 482
loss: 0.9194236749587354
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 483
loss: 0.9023272647369261
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [1.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 484
loss: 0.914530768870022
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 485
loss: 0.9159098397689367
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 486
loss: 0.898165948789396
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [5.0, 10.0], [1.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 487
loss: 0.8947805763897548
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [26.0, 17.0]]
epoch: 488
loss: 0.8962562293055244
dilation rates: [[5.0, 2.0], [8.0, 5.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 9.0], [26.0, 17.0]]
epoch: 489
loss: 0.8884385825810085
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 490
loss: 0.9030616773427979
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 9.0], [27.0, 17.0]]
epoch: 491
loss: 0.8969678480348818
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [12.0, 9.0], [27.0, 17.0]]
epoch: 492
loss: 0.9102339542137002
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [1.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [26.0, 17.0]]
epoch: 493
loss: 0.9001525285430353
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 494
loss: 0.9055792586501397
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 495
loss: 0.9044834217935238
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [1.0, 15.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 496
loss: 0.8974196414420547
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [3.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 497
loss: 0.8924180111795101
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 498
loss: 0.8976464751917076
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [3.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 499
loss: 0.9014151173460516
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
IOU: [97.4, 80.97, 91.09, 55.82, 53.84, 59.73, 60.28, 72.05, 91.14, 59.34, 93.68, 76.23, 53.38, 92.81, 58.67, 75.88, 64.81, 49.82, 70.1]
mIOU: 71.42, mIOU_reduced: 72.35, accuracy: 95.01
epoch: 500
loss: 0.8972429899835201
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 501
loss: 0.9072346063958345
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 502
loss: 0.9268429521923116
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 13.0], [7.0, 11.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 503
loss: 0.8994454738264778
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 11.0], [2.0, 18.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 504
loss: 0.8979020499476204
dilation rates: [[5.0, 2.0], [9.0, 5.0], [3.0, 13.0], [7.0, 11.0], [2.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 505
loss: 0.901367850220107
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 11.0], [2.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 506
loss: 0.916332742756589
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 9.0], [2.0, 15.0], [3.0, 5.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 507
loss: 0.9100918352121934
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 508
loss: 0.9000947541303712
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 11.0], [3.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [12.0, 9.0], [27.0, 17.0]]
epoch: 509
loss: 0.8921617235777513
dilation rates: [[5.0, 2.0], [9.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 510
loss: 0.8986650886882669
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 511
loss: 0.8927614163516988
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 18.0], [6.0, 10.0], [1.0, 15.0], [4.0, 5.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 512
loss: 0.8925589782529764
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 19.0], [5.0, 9.0], [2.0, 15.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [12.0, 9.0], [27.0, 16.0]]
epoch: 513
loss: 0.8858759038531877
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 18.0], [5.0, 10.0], [1.0, 15.0], [4.0, 5.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 514
loss: 0.8935949130842307
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [2.0, 19.0], [6.0, 9.0], [2.0, 15.0], [4.0, 5.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 515
loss: 0.9054111362788877
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 19.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 516
loss: 0.8953371664905805
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 517
loss: 0.8985071943776627
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 19.0], [6.0, 9.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 518
loss: 0.9055119948888404
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 519
loss: 0.9300621000904279
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 520
loss: 0.9083084031899342
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [8.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [4.0, 12.0], [7.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 521
loss: 0.8940912840179999
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 13.0], [8.0, 10.0], [2.0, 19.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 522
loss: 0.8912771345791469
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 15.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 523
loss: 0.8906636220425609
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 524
loss: 0.8964288560849316
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
IOU: [97.73, 82.25, 91.25, 52.68, 54.18, 56.39, 61.45, 71.58, 91.55, 62.46, 94.57, 76.5, 55.3, 92.49, 65.57, 79.22, 72.45, 45.53, 70.43]
mIOU: 72.29, mIOU_reduced: 72.27, accuracy: 95.24
epoch: 525
loss: 0.903058620154697
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 526
loss: 0.8939032429312117
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [7.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 527
loss: 0.8989966972818915
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 528
loss: 0.904668476061037
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 529
loss: 0.8970339325560392
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 11.0], [2.0, 18.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 530
loss: 0.9233636653648233
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 13.0], [8.0, 10.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 531
loss: 0.9486291723431282
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 13.0], [7.0, 10.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 532
loss: 0.9438655633489398
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [8.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 533
loss: 0.9263106419069748
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 534
loss: 0.9057298628789074
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 535
loss: 0.9026850895740273
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 536
loss: 0.9051848630699507
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 537
loss: 0.9030420020262828
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 538
loss: 0.8944395838400746
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 539
loss: 0.8920797752241562
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 540
loss: 0.8863933372369031
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 541
loss: 0.8925253408295768
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 542
loss: 0.8853924836752549
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 543
loss: 0.8863039665787689
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 544
loss: 0.9036411241379709
dilation rates: [[5.0, 3.0], [9.0, 5.0], [2.0, 13.0], [7.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 545
loss: 0.9018137474265703
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [8.0, 11.0], [2.0, 19.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 546
loss: 0.9004188236200584
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [8.0, 10.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 547
loss: 0.892516031098173
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 548
loss: 0.8993012819971357
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 549
loss: 0.8888751090054885
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
IOU: [97.64, 81.39, 91.04, 48.89, 56.49, 59.88, 60.08, 72.68, 91.5, 59.4, 94.13, 76.34, 51.43, 93.41, 73.33, 81.99, 78.76, 55.65, 72.18]
mIOU: 73.48, mIOU_reduced: 72.63, accuracy: 95.24
epoch: 550
loss: 0.8895994421606758
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 551
loss: 0.8927717835434043
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 13.0], [8.0, 10.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 552
loss: 0.8945986734567627
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [8.0, 10.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 553
loss: 0.9042069619556643
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [8.0, 10.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 554
loss: 0.8958847588605958
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [8.0, 10.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 555
loss: 0.8963190085804366
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 556
loss: 0.8947477927105125
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 13.0], [8.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 557
loss: 0.9052483114913468
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 558
loss: 0.8880794257166572
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 559
loss: 0.9042117214909783
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 560
loss: 0.8986270895222769
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 561
loss: 0.8913593983071834
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [7.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 562
loss: 0.9288673071527096
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 13.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 563
loss: 0.9218606454021526
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [8.0, 10.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 564
loss: 0.8996802330659728
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 13.0], [7.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 565
loss: 0.9023970246636321
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [8.0, 10.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 566
loss: 0.8867263782699153
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 567
loss: 0.8988571612018781
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 568
loss: 0.8899378034303773
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 569
loss: 0.8885752124927757
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 570
loss: 0.8878341805581456
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 571
loss: 0.8924848307175135
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 572
loss: 0.8884493091678363
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 573
loss: 0.8891660187122314
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 574
loss: 0.8964393354169121
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
IOU: [97.41, 80.19, 90.12, 27.13, 43.29, 58.19, 60.03, 70.96, 90.86, 58.88, 93.85, 73.84, 48.11, 92.91, 74.07, 78.04, 63.59, 51.01, 67.77]
mIOU: 69.49, mIOU_reduced: 69.04, accuracy: 94.64
epoch: 575
loss: 0.8967989935386534
dilation rates: [[6.0, 2.0], [8.0, 4.0], [3.0, 13.0], [8.0, 10.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 576
loss: 0.8963812171930894
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 13.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 577
loss: 0.8922626585009285
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 10.0], [2.0, 19.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 578
loss: 0.8834512352622101
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 579
loss: 0.8809948150681035
dilation rates: [[6.0, 2.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 15.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 580
loss: 0.8788487408360381
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 9.0], [27.0, 17.0]]
epoch: 581
loss: 0.9154961931737606
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 582
loss: 0.8935630192975149
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 583
loss: 0.9072591466402429
dilation rates: [[5.0, 3.0], [9.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 584
loss: 0.8887576769304404
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 585
loss: 0.8984384613859686
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [27.0, 18.0]]
epoch: 586
loss: 0.8955865761019149
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [13.0, 10.0], [27.0, 18.0]]
epoch: 587
loss: 0.9158996107443323
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [13.0, 10.0], [27.0, 18.0]]
epoch: 588
loss: 0.9110066426410829
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [27.0, 18.0]]
epoch: 589
loss: 0.8897803527004314
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 13.0], [7.0, 10.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 590
loss: 0.8875907322145858
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 591
loss: 0.8914722380933736
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 592
loss: 0.8949296956435047
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 13.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [4.0, 13.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 593
loss: 0.9106949148473714
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [13.0, 10.0], [27.0, 18.0]]
epoch: 594
loss: 0.8900542262429497
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 595
loss: 0.8909576501486436
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 13.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [27.0, 18.0]]
epoch: 596
loss: 0.8918930830338573
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 597
loss: 0.8821421320226315
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [27.0, 18.0]]
epoch: 598
loss: 0.8870863490348878
dilation rates: [[6.0, 3.0], [9.0, 5.0], [3.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
epoch: 599
loss: 0.8845759080748031
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [27.0, 17.0]]
IOU: [97.31, 79.83, 90.92, 53.42, 50.13, 57.94, 58.81, 71.58, 91.36, 60.59, 94.23, 76.75, 50.89, 93.26, 74.88, 74.24, 38.04, 52.42, 71.11]
mIOU: 70.41, mIOU_reduced: 71.91, accuracy: 95.05
epoch: 600
loss: 0.883806414841963
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 13.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [28.0, 17.0]]
epoch: 601
loss: 0.8869892398944762
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 602
loss: 0.8799531601188639
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 603
loss: 0.8904163416505181
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 17.0]]
epoch: 604
loss: 0.8854190233261438
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 605
loss: 0.9019689463540872
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 606
loss: 0.8844468256212631
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 13.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 607
loss: 0.893135192741281
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 608
loss: 0.8802484288369871
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [27.0, 18.0]]
epoch: 609
loss: 0.8882545923608333
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 610
loss: 0.9066920346326905
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [13.0, 10.0], [27.0, 18.0]]
epoch: 611
loss: 0.890949889334707
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 612
loss: 0.8787908521945265
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 613
loss: 0.8767606942158825
dilation rates: [[6.0, 3.0], [8.0, 5.0], [2.0, 13.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 614
loss: 0.8892406255729758
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 615
loss: 0.8780453524820888
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [7.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 616
loss: 0.890630305938001
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 617
loss: 0.8842007737918042
dilation rates: [[6.0, 2.0], [8.0, 4.0], [3.0, 13.0], [8.0, 11.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 618
loss: 0.9011388564045538
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 619
loss: 0.8834252053836606
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [7.0, 11.0], [3.0, 19.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 620
loss: 0.895174474247061
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 621
loss: 0.8834970644863468
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 622
loss: 0.8860036505843109
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 623
loss: 0.8720662993883508
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [13.0, 9.0], [28.0, 17.0]]
epoch: 624
loss: 0.8861873887298564
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
IOU: [97.72, 81.9, 91.33, 55.27, 56.63, 59.05, 60.22, 73.46, 91.08, 56.19, 93.77, 76.19, 45.19, 92.76, 60.43, 76.8, 69.26, 48.08, 69.47]
mIOU: 71.31, mIOU_reduced: 71.77, accuracy: 95.14
epoch: 625
loss: 0.8846353833887455
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 626
loss: 0.8753208750984418
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 627
loss: 0.8828528552363825
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 628
loss: 0.8856448391377123
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 629
loss: 0.8978280312610123
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 13.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 630
loss: 0.8833902651730252
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 631
loss: 0.873820224701555
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 632
loss: 0.8741057168120001
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 633
loss: 0.8724006068995699
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 19.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 634
loss: 0.8759729515188788
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 635
loss: 0.8771050140221486
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 10.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 636
loss: 0.8716340060182659
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 637
loss: 0.8741190125036111
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 638
loss: 0.8683322202163244
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 639
loss: 0.8733917434581849
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 13.0], [8.0, 10.0], [2.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 640
loss: 0.8927318542151438
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 13.0], [8.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 641
loss: 0.8719626534981226
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 642
loss: 0.872688253934814
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 19.0], [6.0, 10.0], [1.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 643
loss: 0.8856505529899803
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 13.0], [7.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 644
loss: 0.8889621147569621
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 10.0], [3.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 645
loss: 0.8727330764670256
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 10.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [7.0, 6.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 646
loss: 0.8814894097513266
dilation rates: [[6.0, 3.0], [8.0, 5.0], [2.0, 13.0], [8.0, 10.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 647
loss: 0.882638734948603
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 10.0], [2.0, 19.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [14.0, 9.0], [28.0, 17.0]]
epoch: 648
loss: 0.8882662800123107
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 10.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 649
loss: 0.8968138680303835
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 19.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
IOU: [97.05, 78.7, 90.03, 44.84, 53.74, 53.71, 58.9, 66.61, 91.27, 60.36, 94.45, 74.77, 51.85, 90.63, 52.28, 38.23, 60.26, 43.87, 68.99]
mIOU: 66.87, mIOU_reduced: 69.99, accuracy: 94.47
epoch: 650
loss: 0.9350246049644491
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [8.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 651
loss: 0.8954223534167616
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 652
loss: 0.8929802423538866
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 653
loss: 0.8827565162972298
dilation rates: [[6.0, 3.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 654
loss: 0.8797252022352502
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 655
loss: 0.8860426286481461
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 656
loss: 0.8731691952985573
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 657
loss: 0.8689223118226804
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 13.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 658
loss: 0.8751778257182344
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 659
loss: 0.8771118780352035
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 660
loss: 0.8914436235260771
dilation rates: [[6.0, 3.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 661
loss: 0.8843374308550133
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 662
loss: 0.8793266479859776
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 663
loss: 0.8904261227566598
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 664
loss: 0.8696390716534741
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 665
loss: 0.8719238116734754
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 666
loss: 0.8782916787178369
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 667
loss: 0.8988437567438398
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 668
loss: 0.8867597043353592
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 669
loss: 0.8832324333589353
dilation rates: [[6.0, 2.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 670
loss: 0.8701504679381686
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 671
loss: 0.8732784233003292
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 672
loss: 0.8721563843382658
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 673
loss: 0.8818512004662075
dilation rates: [[6.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 674
loss: 0.9133300898531377
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
IOU: [97.72, 81.83, 91.08, 44.15, 54.9, 58.41, 62.34, 70.79, 91.42, 62.52, 94.31, 76.48, 54.01, 92.99, 62.06, 76.39, 64.09, 54.78, 72.07]
mIOU: 71.7, mIOU_reduced: 72.49, accuracy: 95.16
epoch: 675
loss: 0.8760788524247244
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 676
loss: 0.8995916493176771
dilation rates: [[6.0, 3.0], [9.0, 5.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 677
loss: 0.8792344389578725
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 678
loss: 0.8726276451686643
dilation rates: [[6.0, 3.0], [9.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 13.0], [8.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 679
loss: 0.8788838050757457
dilation rates: [[6.0, 3.0], [9.0, 5.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 680
loss: 0.8740643115056493
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 681
loss: 0.8668237296397474
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 682
loss: 0.8740547032690433
dilation rates: [[5.0, 3.0], [9.0, 5.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 683
loss: 0.8736559877177134
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 684
loss: 0.8719419351806538
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 685
loss: 0.8836292939366035
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 686
loss: 0.8738445096581451
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 687
loss: 0.8640574719706635
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 688
loss: 0.8726938556468069
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 689
loss: 0.8658618020882825
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 690
loss: 0.8653660325027219
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 13.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 691
loss: 0.8614321039372056
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 6.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 692
loss: 0.8688455153347026
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 693
loss: 0.8645150397987057
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 694
loss: 0.8640470736110307
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 695
loss: 0.8583535621108392
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 696
loss: 0.8759515034863249
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 697
loss: 0.8666255247560795
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 6.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 698
loss: 0.8626732318549143
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 699
loss: 0.8758715304402971
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
IOU: [97.76, 82.44, 91.29, 46.54, 59.25, 60.47, 63.48, 69.35, 91.48, 61.88, 94.44, 77.71, 55.65, 93.62, 74.16, 78.39, 64.46, 51.74, 72.0]
mIOU: 72.95, mIOU_reduced: 73.07, accuracy: 95.36
epoch: 700
loss: 0.8672867606913626
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 701
loss: 0.8714303057791409
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 702
loss: 0.8831163524296084
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 703
loss: 0.8992769432196399
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 704
loss: 0.8946786418436673
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 705
loss: 0.8807460262447676
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 706
loss: 0.8781864249481345
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 707
loss: 0.8775299062947378
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [7.0, 6.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 708
loss: 0.8838372939037826
dilation rates: [[6.0, 3.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 6.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 709
loss: 0.8713772589305662
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 710
loss: 0.8651521045242679
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 711
loss: 0.8610589501028755
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 9.0], [28.0, 17.0]]
epoch: 712
loss: 0.8655415037571581
dilation rates: [[5.0, 2.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 713
loss: 0.8604284883188109
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 714
loss: 0.8691205093160151
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 715
loss: 0.8647578337764483
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 716
loss: 0.8617951810520614
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 13.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 717
loss: 0.8573160857524512
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 718
loss: 0.8580067789136882
dilation rates: [[5.0, 2.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 719
loss: 0.8645538485275125
dilation rates: [[6.0, 3.0], [9.0, 5.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 720
loss: 0.8593126541842027
dilation rates: [[5.0, 2.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 721
loss: 0.8646400432702345
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 17.0]]
epoch: 722
loss: 0.8589991258803725
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 6.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 723
loss: 0.8572978836828165
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 724
loss: 0.8539079005184842
dilation rates: [[5.0, 2.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 7.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
IOU: [97.79, 82.65, 91.68, 55.96, 55.89, 60.85, 64.64, 74.8, 91.88, 63.64, 94.44, 78.06, 57.01, 94.0, 74.13, 81.74, 71.5, 59.03, 72.67]
mIOU: 74.86, mIOU_reduced: 74.69, accuracy: 95.56
epoch: 725
loss: 0.8623283296582512
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 726
loss: 0.859768649477843
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 727
loss: 0.8639449761562913
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 728
loss: 0.8561535108121578
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 729
loss: 0.8609685685756714
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 730
loss: 0.8602609666531298
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 731
loss: 0.8595290624227807
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 732
loss: 0.8738423740124767
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 733
loss: 0.8587195129407384
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 17.0]]
epoch: 734
loss: 0.8630676507307191
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 7.0], [2.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 735
loss: 0.8673946222847684
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 736
loss: 0.8563448129638508
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 737
loss: 0.8632800946981116
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 17.0]]
epoch: 738
loss: 0.8657079864383708
dilation rates: [[5.0, 2.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 739
loss: 0.8558756527553671
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 17.0]]
epoch: 740
loss: 0.8578254898603394
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 741
loss: 0.861545943988944
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 742
loss: 0.8521286395360839
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 743
loss: 0.8587657463839754
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 744
loss: 0.8555696336728222
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 745
loss: 0.8514902021364382
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 746
loss: 0.8506278424571466
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 747
loss: 0.8523756230295186
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 748
loss: 0.8513310450427937
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 749
loss: 0.8606856948924515
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
IOU: [97.69, 81.4, 90.43, 51.72, 39.65, 59.48, 62.94, 74.57, 91.1, 58.84, 94.27, 74.91, 56.39, 92.71, 71.57, 77.68, 55.21, 47.57, 71.08]
mIOU: 71.01, mIOU_reduced: 71.55, accuracy: 95.03
epoch: 750
loss: 0.8543515020624968
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 751
loss: 0.8570440183431312
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 752
loss: 0.8553969890602194
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 753
loss: 0.8489157920577777
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 754
loss: 0.8519190056626045
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 755
loss: 0.8482595595388078
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 756
loss: 0.8599027819389281
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 757
loss: 0.8559309645804434
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 758
loss: 0.8501431845590433
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 759
loss: 0.8606214494396734
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 760
loss: 0.8750292841957585
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 761
loss: 0.8675624814958907
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [1.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 762
loss: 0.865474650641336
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 763
loss: 0.8671192774232829
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 13.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 764
loss: 0.8595938467272529
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 765
loss: 0.873079331737323
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 766
loss: 0.859870016735519
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 767
loss: 0.8597583059030723
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 768
loss: 0.8603286458796889
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 769
loss: 0.8611280779954237
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 770
loss: 0.859576785982137
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 771
loss: 0.8573007098426716
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 13.0], [8.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 772
loss: 0.868071014026426
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 773
loss: 0.8702547357410112
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 774
loss: 0.8675157814976983
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
IOU: [97.09, 77.36, 90.15, 41.2, 49.17, 51.77, 61.57, 74.03, 90.91, 57.31, 94.18, 71.19, 51.31, 91.96, 68.94, 53.05, 34.01, 42.98, 68.53]
mIOU: 66.67, mIOU_reduced: 69.42, accuracy: 94.41
epoch: 775
loss: 0.854448119745743
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 776
loss: 0.8554202408160804
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [1.0, 16.0], [3.0, 7.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 777
loss: 0.8566636404579862
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 7.0], [3.0, 13.0], [8.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 778
loss: 0.8642525562057598
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 779
loss: 0.8559258292627463
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 780
loss: 0.8488846978729947
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 781
loss: 0.857405557304701
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 782
loss: 0.8712448060030564
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 783
loss: 0.857074516320807
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 784
loss: 0.8556694044578429
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [8.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 785
loss: 0.853124059756811
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 786
loss: 0.8507777656506336
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 7.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 787
loss: 0.854590101865424
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 788
loss: 0.849083409476473
dilation rates: [[5.0, 2.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 789
loss: 0.8482653829608002
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [1.0, 16.0], [4.0, 7.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 790
loss: 0.8432841837566818
dilation rates: [[6.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 791
loss: 0.8549168635250102
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 792
loss: 0.8487416428697077
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 793
loss: 0.8478996040364802
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 794
loss: 0.8460383879527892
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 795
loss: 0.853744814659386
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 796
loss: 0.8474064342416522
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 797
loss: 0.8409870634824439
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 798
loss: 0.8498668945381905
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 799
loss: 0.8644629630117082
dilation rates: [[6.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
IOU: [97.94, 83.4, 91.14, 49.08, 54.14, 61.11, 62.39, 74.38, 91.6, 60.42, 94.38, 77.99, 54.87, 93.5, 69.43, 74.74, 55.27, 56.88, 72.54]
mIOU: 72.38, mIOU_reduced: 73.49, accuracy: 95.36
epoch: 800
loss: 0.8470929489945466
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 801
loss: 0.8481016624969935
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [8.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 802
loss: 0.8495892132067616
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 803
loss: 0.8413613523755755
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 13.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 804
loss: 0.848611887895836
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 805
loss: 0.8473958829342516
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 806
loss: 0.8501205044293982
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 807
loss: 0.8462548991740553
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 808
loss: 0.8558381656109484
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 809
loss: 0.8543416409479639
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 810
loss: 0.8505492150944198
dilation rates: [[6.0, 2.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 811
loss: 0.8680837793812919
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 812
loss: 0.8516549577288872
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 813
loss: 0.8592664607451611
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 814
loss: 0.8491410180886159
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 815
loss: 0.8507903054396739
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 816
loss: 0.8501168407519872
dilation rates: [[5.0, 3.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 817
loss: 0.8446624237250767
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 818
loss: 0.8430472999570183
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 13.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 819
loss: 0.8418348219516785
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [1.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 820
loss: 0.8395239482671424
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 821
loss: 0.8396867057383863
dilation rates: [[5.0, 2.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 822
loss: 0.8409715222541213
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 823
loss: 0.8431603389608893
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 824
loss: 0.8415223851679471
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
IOU: [97.93, 83.27, 91.67, 48.64, 55.7, 61.48, 64.89, 73.97, 91.94, 61.5, 94.68, 78.28, 55.64, 93.58, 76.65, 79.65, 67.87, 58.59, 72.75]
mIOU: 74.14, mIOU_reduced: 74.03, accuracy: 95.57
epoch: 825
loss: 0.8453870520116183
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 826
loss: 0.842648808525579
dilation rates: [[5.0, 2.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 827
loss: 0.8499344347943514
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 828
loss: 0.8400913510682448
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 829
loss: 0.8478747270499278
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 830
loss: 0.8415213839384423
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 831
loss: 0.8390862893544118
dilation rates: [[5.0, 2.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 832
loss: 0.8374672795563053
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 833
loss: 0.842394892417517
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 834
loss: 0.8415212298660587
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 835
loss: 0.8347057295295427
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 7.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 836
loss: 0.8395297911289246
dilation rates: [[6.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 7.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 837
loss: 0.8444731781746178
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 838
loss: 0.8417951479112363
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 13.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 839
loss: 0.8364996749435795
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 840
loss: 0.8371029293762063
dilation rates: [[6.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 13.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 841
loss: 0.8327352290526233
dilation rates: [[5.0, 2.0], [9.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 842
loss: 0.8420884082259515
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 843
loss: 0.8492553190722298
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [1.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 844
loss: 0.8344392145097738
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 845
loss: 0.8405150538184893
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 846
loss: 0.8337943790093908
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [28.0, 18.0]]
epoch: 847
loss: 0.8494165104354489
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [14.0, 9.0], [28.0, 18.0]]
epoch: 848
loss: 0.8335010512177192
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 849
loss: 0.838718126726279
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [97.51, 80.1, 91.3, 45.66, 58.36, 61.06, 64.5, 75.19, 91.57, 58.69, 94.35, 78.25, 55.81, 93.7, 73.92, 79.85, 70.59, 55.7, 72.78]
mIOU: 73.63, mIOU_reduced: 73.41, accuracy: 95.29
epoch: 850
loss: 0.8467365977256446
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 851
loss: 0.8340273253679918
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 20.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 852
loss: 0.8378781544551696
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [29.0, 18.0]]
epoch: 853
loss: 0.8354746084007613
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 854
loss: 0.8327306070417728
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [7.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [8.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 855
loss: 0.8346797695378408
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 856
loss: 0.8340037932614431
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 857
loss: 0.8431602372634764
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 20.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 858
loss: 0.8411724401934128
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 859
loss: 0.8286274160657611
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [28.0, 18.0]]
epoch: 860
loss: 0.837257080964965
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 861
loss: 0.8362133555977813
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [1.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [28.0, 18.0]]
epoch: 862
loss: 0.8598861824470068
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 13.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 863
loss: 0.8358589711214975
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 13.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 864
loss: 0.8409806514043371
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [7.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 13.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 865
loss: 0.8484133820970746
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 866
loss: 0.839219713628774
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [1.0, 16.0], [3.0, 7.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 867
loss: 0.8338010190632144
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 868
loss: 0.8307700308185382
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [1.0, 16.0], [4.0, 7.0], [2.0, 13.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 869
loss: 0.8334369750999697
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 870
loss: 0.8299340933480995
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 871
loss: 0.8268401127941204
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [4.0, 7.0], [2.0, 12.0], [7.0, 4.0], [14.0, 9.0], [29.0, 18.0]]
epoch: 872
loss: 0.8270330821086133
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 873
loss: 0.8256482212048657
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 874
loss: 0.8292851896298864
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [28.0, 18.0]]
IOU: [98.21, 85.15, 91.98, 52.47, 57.37, 61.85, 66.31, 75.94, 92.04, 61.29, 94.47, 79.09, 55.76, 93.91, 73.26, 82.98, 64.75, 50.14, 72.61]
mIOU: 74.19, mIOU_reduced: 74.29, accuracy: 95.75
epoch: 875
loss: 0.8255048151607463
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 876
loss: 0.8264319429179087
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 877
loss: 0.8257937765507043
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 878
loss: 0.826422057383144
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 7.0], [3.0, 12.0], [7.0, 5.0], [14.0, 9.0], [29.0, 18.0]]
epoch: 879
loss: 0.8256254101377934
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [29.0, 18.0]]
epoch: 880
loss: 0.8250024175708185
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 881
loss: 0.8232612622716035
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [1.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 882
loss: 0.8263845205949645
dilation rates: [[5.0, 3.0], [9.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 883
loss: 0.8312126492875606
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 884
loss: 0.823083281999007
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 885
loss: 0.8231898072273583
dilation rates: [[5.0, 3.0], [9.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 886
loss: 0.8234806944417825
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [1.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 887
loss: 0.8290460350699823
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 888
loss: 0.8248197031470964
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [1.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 889
loss: 0.8251666656401601
dilation rates: [[6.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 890
loss: 0.8212953463718897
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 891
loss: 0.8256508295105474
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 892
loss: 0.8188403865719098
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 893
loss: 0.8183906645466376
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 894
loss: 0.8191698781563587
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [1.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 895
loss: 0.8239096015932746
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 896
loss: 0.819919419095844
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 897
loss: 0.8196333291716974
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 898
loss: 0.8233879844776061
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 899
loss: 0.8210764418072456
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 10.0], [29.0, 18.0]]
IOU: [98.19, 84.56, 91.98, 53.19, 60.55, 62.95, 66.18, 76.3, 91.99, 61.1, 94.82, 78.68, 55.82, 94.19, 73.51, 84.75, 76.1, 58.12, 74.18]
mIOU: 75.64, mIOU_reduced: 75.18, accuracy: 95.8
epoch: 900
loss: 0.8154433899812621
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [14.0, 10.0], [29.0, 18.0]]
epoch: 901
loss: 0.8156964480073625
dilation rates: [[5.0, 2.0], [8.0, 5.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 902
loss: 0.8157982618982258
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [1.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 903
loss: 0.8139877998925283
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 904
loss: 0.8172006483347911
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 905
loss: 0.814704880399524
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [1.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 906
loss: 0.8154484997541114
dilation rates: [[5.0, 2.0], [8.0, 5.0], [3.0, 14.0], [7.0, 11.0], [3.0, 21.0], [6.0, 10.0], [1.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 907
loss: 0.8186926706781927
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 908
loss: 0.8193136821538611
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [1.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 909
loss: 0.8144782951899937
dilation rates: [[5.0, 3.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 910
loss: 0.8170445913253126
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [1.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 911
loss: 0.8151278579331472
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 912
loss: 0.8186243705029758
dilation rates: [[5.0, 2.0], [8.0, 5.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 913
loss: 0.8171288554237859
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 914
loss: 0.8119617573655841
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 915
loss: 0.8158570253302787
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 916
loss: 0.8176766503853297
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 917
loss: 0.8199213068440275
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 918
loss: 0.8135906841877014
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 919
loss: 0.8128080260400181
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 920
loss: 0.808004439359084
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 921
loss: 0.8119384750844333
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [1.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 922
loss: 0.8093101138053236
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 923
loss: 0.8108711030605347
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 924
loss: 0.815879681842989
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.16, 84.63, 91.83, 52.39, 59.57, 62.9, 66.36, 76.61, 92.3, 62.75, 94.78, 79.0, 56.6, 94.15, 71.16, 81.07, 73.86, 54.95, 73.65]
mIOU: 75.09, mIOU_reduced: 75.04, accuracy: 95.81
epoch: 925
loss: 0.8121919169258879
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 926
loss: 0.8084437623820857
dilation rates: [[6.0, 2.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 927
loss: 0.8083425246159022
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 928
loss: 0.8084364992910318
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 929
loss: 0.8069052180511289
dilation rates: [[5.0, 3.0], [8.0, 5.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 930
loss: 0.8060834671287845
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [6.0, 10.0], [1.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 931
loss: 0.8044280183283146
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 932
loss: 0.8081074001975458
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [1.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 933
loss: 0.8073676904899412
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 934
loss: 0.8088074128904111
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 935
loss: 0.8047667796399716
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [14.0, 9.0], [29.0, 18.0]]
epoch: 936
loss: 0.8070544753113205
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 937
loss: 0.8048130789535708
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [6.0, 10.0], [1.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 938
loss: 0.8057681113240532
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 939
loss: 0.8055244923601896
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [1.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 940
loss: 0.8094260901453681
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 941
loss: 0.805947100698466
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [1.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 942
loss: 0.804590532239878
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 943
loss: 0.8027874159041762
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 944
loss: 0.8032693719928156
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 10.0], [29.0, 18.0]]
epoch: 945
loss: 0.80445665811914
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 946
loss: 0.8022018876679824
dilation rates: [[6.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 947
loss: 0.8043826212780174
dilation rates: [[6.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 948
loss: 0.8023192198128714
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 949
loss: 0.8040623610231754
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [1.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.22, 85.23, 91.93, 52.9, 59.71, 61.99, 65.87, 76.91, 92.13, 63.79, 94.79, 79.65, 57.49, 94.16, 72.38, 83.38, 77.1, 52.27, 74.25]
mIOU: 75.48, mIOU_reduced: 75.08, accuracy: 95.86
epoch: 950
loss: 0.8023560371681686
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 951
loss: 0.799030893896468
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 952
loss: 0.8036331794653941
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 953
loss: 0.7943511688805655
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 954
loss: 0.7995072190330998
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [1.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 955
loss: 0.8018384360560188
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 956
loss: 0.7988157179156403
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 957
loss: 0.7980831636572784
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 958
loss: 0.803061253298325
dilation rates: [[6.0, 2.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 959
loss: 0.7991150595107168
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 960
loss: 0.7924951183185424
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 961
loss: 0.7971421343618326
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 962
loss: 0.7969622157333354
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [1.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 963
loss: 0.7940584951333922
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 964
loss: 0.795080068458444
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 965
loss: 0.7952280844639575
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 966
loss: 0.7932460884842268
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [1.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 967
loss: 0.7935157101751981
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 968
loss: 0.7916408083188244
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 969
loss: 0.7931817190023767
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [1.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 970
loss: 0.7921897699890753
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 971
loss: 0.7934562663505019
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 972
loss: 0.7922039700325608
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 21.0], [5.0, 10.0], [1.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 973
loss: 0.7919036079288493
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 974
loss: 0.7917434799703305
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.18, 85.13, 92.16, 56.76, 60.97, 63.27, 67.06, 77.11, 92.22, 63.59, 94.99, 79.79, 58.68, 94.38, 70.97, 82.07, 70.28, 54.46, 74.39]
mIOU: 75.6, mIOU_reduced: 75.82, accuracy: 95.92
epoch: 975
loss: 0.7869139575572669
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 976
loss: 0.7921093962584544
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 977
loss: 0.7905990518328314
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 978
loss: 0.7887089642874314
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 979
loss: 0.7926304920343055
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 980
loss: 0.7848324733924351
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 16.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 981
loss: 0.7888837898516591
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [1.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 982
loss: 0.7867919375311654
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 983
loss: 0.7876291122397965
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 984
loss: 0.7859760407167625
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 985
loss: 0.7867202521013121
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 986
loss: 0.781244708200028
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 987
loss: 0.7880415795948306
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 988
loss: 0.7884775225042976
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [1.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 989
loss: 0.7834391216383468
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
epoch: 990
loss: 0.7879679405464316
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.24, 85.43, 92.11, 56.42, 60.57, 63.15, 67.25, 76.94, 92.18, 63.59, 94.76, 79.88, 58.84, 94.36, 69.86, 81.82, 71.43, 56.96, 74.4]
mIOU: 75.69, mIOU_reduced: 75.94, accuracy: 95.92
epoch: 991
loss: 0.7862730803836709
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.24, 85.57, 92.23, 57.8, 60.89, 63.83, 67.98, 76.81, 92.25, 64.64, 94.83, 80.02, 59.99, 94.45, 70.17, 81.16, 71.76, 55.84, 74.56]
mIOU: 75.95, mIOU_reduced: 76.24, accuracy: 95.97
epoch: 992
loss: 0.7846960981258485
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [7.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 5.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.24, 85.46, 92.12, 56.77, 60.2, 63.67, 67.75, 76.67, 92.3, 64.78, 94.93, 79.94, 59.38, 94.44, 71.16, 81.06, 69.19, 56.69, 74.62]
mIOU: 75.76, mIOU_reduced: 76.12, accuracy: 95.96
epoch: 993
loss: 0.7857084046155616
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.25, 85.54, 92.19, 57.24, 61.22, 63.72, 67.56, 76.75, 92.26, 64.2, 94.86, 79.99, 59.28, 94.4, 70.06, 81.17, 70.76, 56.66, 74.59]
mIOU: 75.83, mIOU_reduced: 76.17, accuracy: 95.96
epoch: 994
loss: 0.7896571917675255
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [3.0, 21.0], [5.0, 10.0], [1.0, 16.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.23, 85.41, 92.15, 56.84, 60.25, 63.59, 67.34, 76.59, 92.26, 63.57, 94.84, 79.99, 59.07, 94.48, 70.44, 80.14, 70.29, 57.02, 74.71]
mIOU: 75.64, mIOU_reduced: 76.02, accuracy: 95.93
epoch: 995
loss: 0.7860352743989374
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [1.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.23, 85.32, 92.16, 57.53, 60.33, 63.52, 67.52, 76.63, 92.26, 63.85, 94.93, 80.15, 59.21, 94.44, 70.96, 81.54, 69.14, 59.28, 74.71]
mIOU: 75.88, mIOU_reduced: 76.25, accuracy: 95.94
epoch: 996
loss: 0.7823974237930421
dilation rates: [[5.0, 2.0], [8.0, 4.0], [2.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [1.0, 17.0], [3.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.21, 85.29, 92.22, 58.06, 60.91, 63.46, 67.27, 76.6, 92.24, 63.9, 94.91, 80.08, 58.85, 94.45, 71.36, 81.21, 70.34, 56.76, 74.7]
mIOU: 75.83, mIOU_reduced: 76.12, accuracy: 95.95
epoch: 997
loss: 0.7788869523295173
dilation rates: [[5.0, 3.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [2.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.26, 85.58, 92.25, 58.58, 61.01, 63.68, 68.05, 76.86, 92.26, 64.53, 94.87, 79.98, 59.46, 94.44, 70.32, 81.5, 70.43, 56.3, 74.58]
mIOU: 75.94, mIOU_reduced: 76.29, accuracy: 95.98
epoch: 998
loss: 0.7889243724211207
dilation rates: [[5.0, 2.0], [8.0, 4.0], [3.0, 14.0], [8.0, 11.0], [3.0, 21.0], [6.0, 10.0], [2.0, 17.0], [3.0, 6.0], [2.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.24, 85.45, 92.24, 58.39, 60.57, 63.81, 67.87, 76.95, 92.35, 65.14, 94.9, 79.96, 58.9, 94.42, 69.86, 80.47, 69.87, 57.21, 74.54]
mIOU: 75.85, mIOU_reduced: 76.31, accuracy: 95.98
epoch: 999
loss: 0.7830504137229405
dilation rates: [[5.0, 3.0], [8.0, 4.0], [2.0, 14.0], [7.0, 11.0], [3.0, 21.0], [5.0, 10.0], [2.0, 17.0], [4.0, 6.0], [3.0, 12.0], [7.0, 4.0], [13.0, 9.0], [29.0, 18.0]]
IOU: [98.25, 85.57, 92.17, 57.93, 61.09, 63.7, 67.66, 76.72, 92.23, 64.45, 94.82, 80.04, 59.55, 94.41, 70.16, 81.13, 69.51, 56.9, 74.55]
mIOU: 75.83, mIOU_reduced: 76.25, accuracy: 95.96
Best mIOU: 75.94773322657535
Best global accuracy: 95.97649574279785
Training time 2 days, 17:21:43
mIOUs: [75.94773322657535]
global_accuracies: [95.97649574279785]
