{'model_name': 'L2_decoder26', 'model_type': 'experimental2', 'num_classes': 19, 'ignore_value': 255, 'pretrained_backbone': False, 'epochs': 250, 'max_epochs': 500, 'resume': False, 'lr': 0.05, 'momentum': 0.9, 'weight_decay': 0.0001, 'class_weight': None, 'bn_weight_decay': False, 'bn_precise_stats': False, 'bn_precise_num_samples': 600, 'lr_scheduler': 'poly', 'poly_power': 0.9, 'warmup_iters': 3000, 'warmup_factor': 0.1, 'mixed_precision': True, 'run': 1, 'RNG_seed': 0, 'loss_type': 'normalized_cross_entropy', 'eval_while_train': True, 'exclude_classes': [14, 15, 16], 'warmup_iter': 10, 'num_iter': 100, 'benchmark_loader': True, 'benchmark_model': True, 'dataset_name': 'cityscapes', 'dataset_dir': 'cityscapes_dataset', 'batch_size': 8, 'train_min_size': 400, 'train_max_size': 1600, 'train_crop_size': [768, 768], 'val_input_size': 1024, 'val_label_size': 1024, 'aug_mode': 'randaug_reduced', 'num_workers': 4, 'class_uniform_pct': 0.5, 'train_split': 'train', 'val_split': 'val', 'max_eval': 600, 'validate_train_loader': False, 'eval_print_every': 10000, 'train_print_every': 60, 'pretrained_path': '', 'save_every_k_epochs': 25, 'save_last_k_epochs': 10, 'save_dir': 'checkpoints', 'log_dir': 'logs', 'save_name': 'L2_decoder26', 'save_best_path': 'checkpoints/L2_decoder26_run1', 'save_latest_path': 'checkpoints/L2_decoder26_latest', 'resume_path': 'checkpoints/L2_decoder26_latest', 'log_path': 'logs/L2_decoder26_run1.txt'}
run: 1
epoch: 0
loss: 0.9999999940556015
dilation rates: [[1.42, 1.43], [1.42, 1.19], [1.22, 1.4], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0]]
IOU: [76.01, 6.56, 46.13, 0.0, 0.0, 0.0, 0.0, 0.0, 43.89, 6.87, 65.74, 0.0, 0.0, 18.62, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 13.89, mIOU_reduced: 16.49, accuracy: 66.06
epoch: 1
loss: 0.9999999892358189
dilation rates: [[1.93, 1.98], [2.45, 1.76], [1.89, 2.38], [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]]
epoch: 2
loss: 0.9999999881112029
dilation rates: [[2.59, 2.73], [3.64, 1.95], [2.18, 3.69], [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]]
epoch: 3
loss: 0.9999999932523044
dilation rates: [[2.77, 2.85], [4.66, 2.22], [2.45, 4.84], [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]]
epoch: 4
loss: 0.9999999903604349
dilation rates: [[2.75, 2.81], [5.19, 2.41], [2.55, 5.81], [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]]
epoch: 5
loss: 0.9999999938949421
dilation rates: [[2.73, 2.81], [5.82, 2.44], [2.59, 5.97], [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]]
epoch: 6
loss: 0.9999999926096667
dilation rates: [[2.67, 2.76], [5.81, 2.45], [2.62, 6.81], [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]]
epoch: 7
loss: 0.9999999913243913
dilation rates: [[2.66, 2.73], [5.86, 2.48], [2.63, 7.17], [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]]
epoch: 8
loss: 0.9999999932523044
dilation rates: [[2.68, 2.72], [5.85, 2.51], [2.7, 7.96], [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]]
epoch: 9
loss: 0.9999999892358189
dilation rates: [[2.65, 2.67], [5.86, 2.49], [2.7, 7.94], [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]]
epoch: 10
loss: 0.9999999922883478
dilation rates: [[2.62, 2.63], [5.84, 2.5], [2.66, 8.02], [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]]
epoch: 11
loss: 0.9999999893964783
dilation rates: [[2.61, 2.71], [5.81, 2.52], [2.63, 8.73], [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]]
epoch: 12
loss: 0.9999999897177971
dilation rates: [[2.57, 2.59], [5.7, 2.49], [2.61, 8.76], [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]]
epoch: 13
loss: 0.9999999914850507
dilation rates: [[2.51, 2.59], [5.74, 2.43], [2.64, 8.76], [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]]
epoch: 14
loss: 0.999999991967029
dilation rates: [[2.56, 2.64], [5.88, 2.53], [2.58, 8.83], [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]]
epoch: 15
loss: 0.9999999914850507
dilation rates: [[2.54, 2.56], [5.75, 2.47], [2.59, 8.85], [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]]
epoch: 16
loss: 0.9999999922883478
dilation rates: [[2.55, 2.62], [5.79, 2.49], [2.63, 8.97], [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]]
epoch: 17
loss: 0.9999999942162608
dilation rates: [[2.55, 2.59], [5.73, 2.48], [2.61, 9.45], [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]]
epoch: 18
loss: 0.9999999906817536
dilation rates: [[2.49, 2.56], [5.89, 2.51], [2.64, 9.71], [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]]
epoch: 19
loss: 0.9999999914850507
dilation rates: [[2.58, 2.67], [5.82, 2.49], [2.55, 9.8], [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]]
epoch: 20
loss: 0.9999999927703261
dilation rates: [[2.54, 2.63], [5.77, 2.49], [2.62, 9.69], [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]]
epoch: 21
loss: 0.9999999938949421
dilation rates: [[2.51, 2.6], [5.74, 2.51], [2.58, 9.76], [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]]
epoch: 22
loss: 0.9999999916457102
dilation rates: [[2.48, 2.59], [5.78, 2.54], [2.64, 9.84], [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]]
epoch: 23
loss: 0.999999991967029
dilation rates: [[2.56, 2.62], [5.81, 2.58], [2.56, 9.75], [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]]
epoch: 24
loss: 0.9999999924490073
dilation rates: [[2.56, 2.64], [5.74, 2.48], [2.57, 9.78], [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: [95.24, 66.49, 83.71, 19.91, 27.11, 42.43, 29.71, 40.72, 87.7, 43.11, 88.24, 54.7, 8.26, 84.22, 5.2, 34.83, 25.28, 13.34, 52.47]
mIOU: 47.51, mIOU_reduced: 52.34, accuracy: 90.77
epoch: 25
loss: 0.9999999934129638
dilation rates: [[2.59, 2.52], [5.86, 2.56], [2.55, 9.85], [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]]
epoch: 26
loss: 0.9999999921276884
dilation rates: [[2.55, 2.6], [5.81, 2.48], [2.6, 9.83], [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]]
epoch: 27
loss: 0.999999991163732
dilation rates: [[2.52, 2.57], [5.79, 2.51], [2.59, 9.71], [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]]
epoch: 28
loss: 0.9999999901997754
dilation rates: [[2.56, 2.58], [5.77, 2.5], [2.56, 9.83], [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]]
epoch: 29
loss: 0.9999999922883478
dilation rates: [[2.49, 2.58], [5.76, 2.49], [2.52, 9.81], [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]]
epoch: 30
loss: 0.9999999913243913
dilation rates: [[2.39, 2.49], [5.77, 2.47], [2.59, 9.8], [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]]
epoch: 31
loss: 0.9999999918063696
dilation rates: [[2.51, 2.51], [5.78, 2.42], [2.59, 9.78], [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]]
epoch: 32
loss: 0.9999999914850507
dilation rates: [[2.48, 2.58], [5.75, 2.52], [2.51, 9.79], [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]]
epoch: 33
loss: 0.9999999905210942
dilation rates: [[2.44, 2.6], [5.75, 2.4], [2.52, 9.8], [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]]
epoch: 34
loss: 0.9999999913243913
dilation rates: [[2.53, 2.58], [5.88, 2.54], [2.59, 9.82], [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]]
epoch: 35
loss: 0.9999999913243913
dilation rates: [[2.56, 2.54], [5.73, 2.51], [2.49, 9.82], [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]]
epoch: 36
loss: 0.9999999914850507
dilation rates: [[2.56, 2.5], [5.71, 2.53], [2.57, 9.75], [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]]
epoch: 37
loss: 0.9999999927703261
dilation rates: [[2.47, 2.5], [5.75, 2.42], [2.55, 9.83], [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]]
epoch: 38
loss: 0.9999999922883478
dilation rates: [[2.54, 2.59], [5.82, 2.44], [2.55, 9.82], [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]]
epoch: 39
loss: 0.9999999914850507
dilation rates: [[2.47, 2.58], [5.65, 2.49], [2.55, 9.8], [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]]
epoch: 40
loss: 0.9999999908424131
dilation rates: [[2.57, 2.46], [5.73, 2.52], [2.6, 9.86], [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]]
epoch: 41
loss: 0.9999999922883478
dilation rates: [[2.49, 2.48], [5.69, 2.56], [2.47, 9.71], [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]]
epoch: 42
loss: 0.9999999906817536
dilation rates: [[2.51, 2.54], [5.7, 2.5], [2.51, 9.79], [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]]
epoch: 43
loss: 0.999999990039116
dilation rates: [[2.56, 2.66], [5.81, 2.5], [2.51, 9.79], [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]]
epoch: 44
loss: 0.9999999929309855
dilation rates: [[2.61, 2.66], [5.81, 2.48], [2.56, 9.82], [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]]
epoch: 45
loss: 0.9999999921276884
dilation rates: [[2.55, 2.52], [5.69, 2.53], [2.51, 9.8], [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]]
epoch: 46
loss: 0.999999990039116
dilation rates: [[2.51, 2.49], [5.69, 2.56], [2.55, 9.74], [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]]
epoch: 47
loss: 0.9999999913243913
dilation rates: [[2.52, 2.6], [5.78, 2.5], [2.52, 9.8], [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]]
epoch: 48
loss: 0.9999999921276884
dilation rates: [[2.56, 2.59], [5.7, 2.44], [2.5, 9.75], [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]]
epoch: 49
loss: 0.9999999913243913
dilation rates: [[2.53, 2.57], [5.79, 2.46], [2.54, 9.86], [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: [95.96, 71.88, 87.18, 26.98, 35.05, 49.91, 40.85, 58.3, 89.14, 50.82, 92.02, 66.35, 36.33, 88.23, 7.52, 42.44, 19.61, 11.15, 62.04]
mIOU: 54.3, mIOU_reduced: 60.14, accuracy: 92.7
epoch: 50
loss: 0.9999999922883478
dilation rates: [[2.52, 2.56], [5.83, 2.51], [2.5, 9.85], [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]]
epoch: 51
loss: 0.9999999905210942
dilation rates: [[2.59, 2.55], [5.75, 2.49], [2.5, 9.76], [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]]
epoch: 52
loss: 0.9999999916457102
dilation rates: [[2.52, 2.57], [5.76, 2.46], [2.55, 9.85], [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]]
epoch: 53
loss: 0.9999999910030725
dilation rates: [[2.56, 2.58], [5.75, 2.48], [2.59, 9.78], [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]]
epoch: 54
loss: 0.9999999926096667
dilation rates: [[2.54, 2.61], [5.76, 2.43], [2.6, 9.82], [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]]
epoch: 55
loss: 0.9999999905210942
dilation rates: [[2.46, 2.53], [5.72, 2.42], [2.5, 9.78], [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]]
epoch: 56
loss: 0.9999999898784565
dilation rates: [[2.46, 2.61], [5.71, 2.45], [2.55, 9.78], [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]]
epoch: 57
loss: 0.9999999914850507
dilation rates: [[2.49, 2.56], [5.68, 2.43], [2.52, 9.8], [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]]
epoch: 58
loss: 0.9999999905210942
dilation rates: [[2.48, 2.54], [5.76, 2.55], [2.53, 9.8], [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]]
epoch: 59
loss: 0.9999999926096667
dilation rates: [[2.56, 2.61], [5.73, 2.42], [2.51, 9.77], [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]]
epoch: 60
loss: 0.9999999887538407
dilation rates: [[2.4, 2.51], [5.65, 2.46], [2.5, 9.71], [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]]
epoch: 61
loss: 0.9999999916457102
dilation rates: [[2.46, 2.56], [5.65, 2.48], [2.49, 9.77], [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]]
epoch: 62
loss: 0.9999999918063696
dilation rates: [[2.43, 2.52], [5.64, 2.46], [2.54, 9.78], [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]]
epoch: 63
loss: 0.999999991967029
dilation rates: [[2.62, 2.45], [5.74, 2.49], [2.5, 9.72], [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]]
epoch: 64
loss: 0.9999999916457102
dilation rates: [[2.49, 2.53], [5.68, 2.45], [2.49, 9.8], [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]]
epoch: 65
loss: 0.9999999898784565
dilation rates: [[2.49, 2.58], [5.75, 2.51], [2.52, 9.68], [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]]
epoch: 66
loss: 0.9999999913243913
dilation rates: [[2.52, 2.55], [5.79, 2.49], [2.53, 9.77], [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]]
epoch: 67
loss: 0.999999991163732
dilation rates: [[2.44, 2.47], [5.69, 2.46], [2.53, 9.74], [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]]
epoch: 68
loss: 0.9999999905210942
dilation rates: [[2.63, 2.47], [5.75, 2.49], [2.5, 9.75], [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]]
epoch: 69
loss: 0.9999999903604349
dilation rates: [[2.58, 2.53], [5.72, 2.42], [2.49, 9.7], [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]]
epoch: 70
loss: 0.999999991967029
dilation rates: [[2.57, 2.55], [5.82, 2.48], [2.53, 9.8], [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]]
epoch: 71
loss: 0.999999991967029
dilation rates: [[2.47, 2.46], [5.68, 2.38], [2.57, 9.74], [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]]
epoch: 72
loss: 0.9999999913243913
dilation rates: [[2.42, 2.52], [5.71, 2.45], [2.51, 9.74], [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]]
epoch: 73
loss: 0.9999999901997754
dilation rates: [[2.55, 2.57], [5.66, 2.42], [2.56, 9.73], [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]]
epoch: 74
loss: 0.9999999898784565
dilation rates: [[2.5, 2.42], [5.71, 2.46], [2.5, 9.74], [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: [95.6, 73.77, 87.5, 24.59, 43.09, 51.14, 39.73, 59.86, 89.99, 49.55, 93.4, 68.48, 40.37, 89.8, 38.75, 60.9, 40.83, 14.86, 63.73]
mIOU: 59.26, mIOU_reduced: 61.59, accuracy: 93.14
epoch: 75
loss: 0.9999999934129638
dilation rates: [[2.5, 2.47], [5.68, 2.44], [2.49, 9.72], [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]]
epoch: 76
loss: 0.9999999908424131
dilation rates: [[2.61, 2.65], [5.78, 2.57], [2.55, 9.81], [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]]
epoch: 77
loss: 0.9999999910030725
dilation rates: [[2.55, 2.53], [5.7, 2.49], [2.55, 9.72], [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]]
epoch: 78
loss: 0.9999999918063696
dilation rates: [[2.57, 2.62], [5.74, 2.44], [2.48, 9.74], [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]]
epoch: 79
loss: 0.9999999889145
dilation rates: [[2.46, 2.6], [5.76, 2.57], [2.57, 9.81], [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]]
epoch: 80
loss: 0.999999991163732
dilation rates: [[2.53, 2.52], [5.74, 2.45], [2.56, 9.71], [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]]
epoch: 81
loss: 0.9999999922883478
dilation rates: [[2.5, 2.61], [5.74, 2.47], [2.53, 9.75], [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]]
epoch: 82
loss: 0.9999999895571378
dilation rates: [[2.47, 2.61], [5.76, 2.53], [2.52, 9.81], [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]]
epoch: 83
loss: 0.9999999908424131
dilation rates: [[2.55, 2.5], [5.72, 2.43], [2.51, 9.73], [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]]
epoch: 84
loss: 0.9999999913243913
dilation rates: [[2.46, 2.59], [5.63, 2.46], [2.52, 9.72], [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]]
epoch: 85
loss: 0.9999999916457102
dilation rates: [[2.63, 2.51], [5.74, 2.5], [2.57, 9.73], [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]]
epoch: 86
loss: 0.9999999895571378
dilation rates: [[2.58, 2.53], [5.72, 2.51], [2.54, 9.75], [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]]
epoch: 87
loss: 0.9999999903604349
dilation rates: [[2.46, 2.5], [5.69, 2.41], [2.52, 9.77], [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]]
epoch: 88
loss: 0.9999999913243913
dilation rates: [[2.61, 2.5], [5.66, 2.46], [2.5, 9.8], [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]]
epoch: 89
loss: 0.9999999901997754
dilation rates: [[2.58, 2.57], [5.68, 2.53], [2.47, 9.74], [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]]
epoch: 90
loss: 0.9999999914850507
dilation rates: [[2.44, 2.53], [5.69, 2.5], [2.48, 9.74], [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]]
epoch: 91
loss: 0.9999999903604349
dilation rates: [[2.51, 2.6], [5.72, 2.51], [2.49, 9.71], [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]]
epoch: 92
loss: 0.9999999905210942
dilation rates: [[2.48, 2.49], [5.68, 2.44], [2.56, 9.72], [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]]
epoch: 93
loss: 0.9999999892358189
dilation rates: [[2.54, 2.51], [5.71, 2.39], [2.5, 9.71], [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]]
epoch: 94
loss: 0.9999999918063696
dilation rates: [[2.54, 2.56], [5.69, 2.47], [2.53, 9.69], [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]]
epoch: 95
loss: 0.9999999910030725
dilation rates: [[2.51, 2.58], [5.65, 2.52], [2.55, 9.77], [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]]
epoch: 96
loss: 0.9999999906817536
dilation rates: [[2.48, 2.59], [5.73, 2.47], [2.53, 9.83], [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]]
epoch: 97
loss: 0.999999990039116
dilation rates: [[2.59, 2.55], [5.72, 2.45], [2.47, 9.69], [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]]
epoch: 98
loss: 0.9999999922883478
dilation rates: [[2.56, 2.49], [5.64, 2.52], [2.55, 9.64], [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]]
epoch: 99
loss: 0.999999991967029
dilation rates: [[2.64, 2.65], [5.7, 2.48], [2.57, 9.76], [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: [96.46, 74.2, 87.6, 25.02, 41.86, 51.07, 49.26, 60.52, 89.63, 57.37, 93.02, 66.03, 38.46, 89.98, 31.52, 55.97, 34.27, 28.12, 60.29]
mIOU: 59.51, mIOU_reduced: 63.06, accuracy: 93.24
epoch: 100
loss: 0.9999999918063696
dilation rates: [[2.4, 2.55], [5.72, 2.5], [2.56, 9.74], [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]]
epoch: 101
loss: 0.9999999903604349
dilation rates: [[2.49, 2.52], [5.77, 2.54], [2.51, 9.74], [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]]
epoch: 102
loss: 0.9999999922883478
dilation rates: [[2.5, 2.51], [5.75, 2.4], [2.49, 9.81], [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]]
epoch: 103
loss: 0.9999999927703261
dilation rates: [[2.57, 2.6], [5.74, 2.56], [2.57, 9.75], [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]]
epoch: 104
loss: 0.9999999929309855
dilation rates: [[2.44, 2.56], [5.72, 2.5], [2.59, 9.68], [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]]
epoch: 105
loss: 0.9999999916457102
dilation rates: [[2.48, 2.58], [5.64, 2.49], [2.55, 9.69], [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]]
epoch: 106
loss: 0.999999991163732
dilation rates: [[2.52, 2.46], [5.75, 2.5], [2.52, 9.69], [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]]
epoch: 107
loss: 0.9999999921276884
dilation rates: [[2.58, 2.69], [5.68, 2.47], [2.51, 9.73], [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]]
epoch: 108
loss: 0.9999999905210942
dilation rates: [[2.54, 2.51], [5.7, 2.49], [2.53, 9.69], [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]]
epoch: 109
loss: 0.9999999918063696
dilation rates: [[2.36, 2.58], [5.66, 2.46], [2.58, 9.65], [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]]
epoch: 110
loss: 0.9999999892358189
dilation rates: [[2.54, 2.51], [5.66, 2.42], [2.47, 9.7], [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]]
epoch: 111
loss: 0.999999991967029
dilation rates: [[2.69, 2.51], [5.69, 2.54], [2.57, 9.69], [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]]
epoch: 112
loss: 0.9999999926096667
dilation rates: [[2.51, 2.62], [5.63, 2.52], [2.61, 9.67], [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]]
epoch: 113
loss: 0.9999999918063696
dilation rates: [[2.51, 2.49], [5.62, 2.49], [2.47, 9.65], [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]]
epoch: 114
loss: 0.9999999921276884
dilation rates: [[2.55, 2.6], [5.72, 2.47], [2.51, 9.71], [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]]
epoch: 115
loss: 0.999999991967029
dilation rates: [[2.59, 2.59], [5.84, 2.49], [2.51, 9.72], [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]]
epoch: 116
loss: 0.9999999926096667
dilation rates: [[2.59, 2.49], [5.71, 2.44], [2.49, 9.71], [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]]
epoch: 117
loss: 0.9999999905210942
dilation rates: [[2.54, 2.59], [5.59, 2.55], [2.48, 9.7], [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]]
epoch: 118
loss: 0.9999999908424131
dilation rates: [[2.54, 2.51], [5.77, 2.55], [2.55, 9.74], [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]]
epoch: 119
loss: 0.9999999926096667
dilation rates: [[2.48, 2.62], [5.75, 2.44], [2.52, 9.71], [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]]
epoch: 120
loss: 0.9999999903604349
dilation rates: [[2.48, 2.63], [5.72, 2.5], [2.54, 9.73], [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]]
epoch: 121
loss: 0.9999999913243913
dilation rates: [[2.53, 2.56], [5.66, 2.46], [2.49, 9.73], [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]]
epoch: 122
loss: 0.9999999906817536
dilation rates: [[2.59, 2.48], [5.72, 2.49], [2.47, 9.64], [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]]
epoch: 123
loss: 0.9999999918063696
dilation rates: [[2.55, 2.55], [5.72, 2.46], [2.51, 9.76], [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]]
epoch: 124
loss: 0.999999990039116
dilation rates: [[2.55, 2.5], [5.51, 2.48], [2.56, 9.63], [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: [96.56, 75.65, 88.31, 32.0, 41.2, 52.25, 50.75, 60.64, 90.46, 53.02, 93.18, 69.04, 42.1, 90.44, 40.02, 56.28, 32.75, 35.47, 62.29]
mIOU: 61.18, mIOU_reduced: 64.59, accuracy: 93.62
epoch: 125
loss: 0.9999999908424131
dilation rates: [[2.68, 2.64], [5.85, 2.5], [2.53, 9.86], [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]]
epoch: 126
loss: 0.999999990039116
dilation rates: [[2.5, 2.55], [5.71, 2.48], [2.52, 9.71], [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]]
epoch: 127
loss: 0.9999999932523044
dilation rates: [[2.5, 2.6], [5.6, 2.48], [2.5, 9.73], [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]]
epoch: 128
loss: 0.9999999927703261
dilation rates: [[2.64, 2.6], [5.79, 2.48], [2.53, 9.64], [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]]
epoch: 129
loss: 0.9999999910030725
dilation rates: [[2.51, 2.54], [5.69, 2.4], [2.51, 9.71], [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]]
epoch: 130
loss: 0.9999999918063696
dilation rates: [[2.53, 2.51], [5.71, 2.44], [2.48, 9.64], [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]]
epoch: 131
loss: 0.9999999903604349
dilation rates: [[2.53, 2.5], [5.6, 2.49], [2.48, 9.69], [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]]
epoch: 132
loss: 0.9999999910030725
dilation rates: [[2.61, 2.66], [5.53, 2.54], [2.58, 9.71], [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]]
epoch: 133
loss: 0.9999999910030725
dilation rates: [[2.4, 2.63], [5.8, 2.51], [2.54, 9.81], [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]]
epoch: 134
loss: 0.9999999914850507
dilation rates: [[2.44, 2.57], [5.7, 2.47], [2.55, 9.73], [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]]
epoch: 135
loss: 0.9999999922883478
dilation rates: [[2.47, 2.48], [5.66, 2.44], [2.55, 9.71], [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]]
epoch: 136
loss: 0.9999999914850507
dilation rates: [[2.54, 2.56], [5.66, 2.5], [2.53, 9.71], [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]]
epoch: 137
loss: 0.9999999927703261
dilation rates: [[2.44, 2.52], [5.72, 2.5], [2.51, 9.69], [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]]
epoch: 138
loss: 0.9999999934129638
dilation rates: [[2.46, 2.61], [5.68, 2.44], [2.44, 9.67], [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]]
epoch: 139
loss: 0.999999991163732
dilation rates: [[2.52, 2.52], [5.63, 2.47], [2.51, 9.75], [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]]
epoch: 140
loss: 0.9999999901997754
dilation rates: [[2.45, 2.54], [5.72, 2.51], [2.53, 9.78], [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]]
epoch: 141
loss: 0.9999999921276884
dilation rates: [[2.39, 2.55], [5.69, 2.48], [2.53, 9.75], [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]]
epoch: 142
loss: 0.9999999918063696
dilation rates: [[2.45, 2.53], [5.68, 2.54], [2.57, 9.65], [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]]
epoch: 143
loss: 0.9999999901997754
dilation rates: [[2.35, 2.57], [5.66, 2.51], [2.51, 9.67], [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]]
epoch: 144
loss: 0.9999999926096667
dilation rates: [[2.55, 2.5], [5.72, 2.43], [2.54, 9.76], [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]]
epoch: 145
loss: 0.9999999901997754
dilation rates: [[2.57, 2.62], [5.69, 2.4], [2.47, 9.68], [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]]
epoch: 146
loss: 0.9999999906817536
dilation rates: [[2.41, 2.58], [5.65, 2.54], [2.53, 9.67], [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]]
epoch: 147
loss: 0.999999991967029
dilation rates: [[2.6, 2.61], [5.61, 2.4], [2.51, 9.62], [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]]
epoch: 148
loss: 0.999999991967029
dilation rates: [[2.45, 2.58], [5.73, 2.44], [2.52, 9.63], [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]]
epoch: 149
loss: 0.9999999908424131
dilation rates: [[2.44, 2.6], [5.66, 2.51], [2.5, 9.68], [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: [95.37, 67.43, 83.93, 25.03, 39.55, 45.65, 49.48, 66.26, 88.94, 56.89, 92.87, 61.04, 25.27, 86.8, 15.76, 40.04, 21.63, 19.41, 56.1]
mIOU: 54.6, mIOU_reduced: 60.0, accuracy: 91.65
epoch: 150
loss: 0.9999999910030725
dilation rates: [[2.51, 2.57], [5.67, 2.44], [2.51, 9.81], [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]]
epoch: 151
loss: 0.999999991163732
dilation rates: [[2.52, 2.62], [5.68, 2.51], [2.54, 9.69], [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]]
epoch: 152
loss: 0.9999999903604349
dilation rates: [[2.56, 2.56], [5.75, 2.61], [2.53, 9.77], [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]]
epoch: 153
loss: 0.9999999918063696
dilation rates: [[2.44, 2.63], [5.7, 2.42], [2.44, 9.67], [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]]
epoch: 154
loss: 0.9999999935736232
dilation rates: [[2.53, 2.57], [5.77, 2.44], [2.46, 9.84], [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]]
epoch: 155
loss: 0.9999999921276884
dilation rates: [[2.59, 2.72], [5.69, 2.5], [2.61, 9.64], [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]]
epoch: 156
loss: 0.9999999921276884
dilation rates: [[2.49, 2.67], [5.75, 2.47], [2.5, 9.69], [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]]
epoch: 157
loss: 0.999999991967029
dilation rates: [[2.57, 2.62], [5.75, 2.45], [2.49, 9.83], [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]]
epoch: 158
loss: 0.9999999921276884
dilation rates: [[2.49, 2.53], [5.59, 2.51], [2.51, 9.67], [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]]
epoch: 159
loss: 0.9999999897177971
dilation rates: [[2.41, 2.5], [5.6, 2.49], [2.48, 9.67], [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]]
epoch: 160
loss: 0.9999999922883478
dilation rates: [[2.58, 2.55], [5.64, 2.53], [2.47, 9.78], [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]]
epoch: 161
loss: 0.9999999897177971
dilation rates: [[2.47, 2.57], [5.77, 2.49], [2.46, 9.66], [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]]
epoch: 162
loss: 0.9999999918063696
dilation rates: [[2.61, 2.59], [5.72, 2.57], [2.53, 9.65], [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]]
epoch: 163
loss: 0.999999991967029
dilation rates: [[2.42, 2.52], [5.74, 2.43], [2.5, 9.64], [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]]
epoch: 164
loss: 0.9999999913243913
dilation rates: [[2.66, 2.64], [5.72, 2.49], [2.52, 9.73], [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]]
epoch: 165
loss: 0.9999999916457102
dilation rates: [[2.47, 2.66], [5.72, 2.52], [2.54, 9.71], [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]]
epoch: 166
loss: 0.9999999903604349
dilation rates: [[2.44, 2.53], [5.66, 2.53], [2.51, 9.69], [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]]
epoch: 167
loss: 0.9999999926096667
dilation rates: [[2.62, 2.58], [5.75, 2.49], [2.51, 9.71], [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]]
epoch: 168
loss: 0.9999999895571378
dilation rates: [[2.53, 2.44], [5.62, 2.47], [2.47, 9.6], [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]]
epoch: 169
loss: 0.9999999893964783
dilation rates: [[2.52, 2.51], [5.56, 2.48], [2.51, 9.77], [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]]
epoch: 170
loss: 0.9999999922883478
dilation rates: [[2.58, 2.49], [5.68, 2.5], [2.53, 9.87], [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]]
epoch: 171
loss: 0.9999999916457102
dilation rates: [[2.5, 2.45], [5.62, 2.49], [2.48, 9.74], [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]]
epoch: 172
loss: 0.9999999935736232
dilation rates: [[2.57, 2.55], [5.62, 2.48], [2.55, 9.63], [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]]
epoch: 173
loss: 0.9999999918063696
dilation rates: [[2.53, 2.5], [5.63, 2.47], [2.55, 9.68], [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]]
epoch: 174
loss: 0.9999999905210942
dilation rates: [[2.55, 2.51], [5.66, 2.48], [2.5, 9.71], [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: [96.8, 75.6, 88.38, 31.37, 48.36, 54.29, 53.32, 68.26, 90.3, 51.23, 92.85, 73.22, 48.65, 90.94, 41.61, 60.49, 54.85, 31.62, 67.22]
mIOU: 64.18, mIOU_reduced: 66.4, accuracy: 93.84
epoch: 175
loss: 0.9999999932523044
dilation rates: [[2.52, 2.48], [5.66, 2.48], [2.41, 9.65], [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]]
epoch: 176
loss: 0.9999999918063696
dilation rates: [[2.49, 2.47], [5.64, 2.47], [2.51, 9.64], [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]]
epoch: 177
loss: 0.9999999918063696
dilation rates: [[2.47, 2.57], [5.65, 2.43], [2.49, 9.66], [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]]
epoch: 178
loss: 0.9999999937342826
dilation rates: [[2.5, 2.58], [5.61, 2.52], [2.51, 9.67], [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]]
epoch: 179
loss: 0.999999991967029
dilation rates: [[2.62, 2.66], [5.65, 2.55], [2.51, 9.72], [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]]
epoch: 180
loss: 0.9999999916457102
dilation rates: [[2.46, 2.5], [5.72, 2.52], [2.53, 9.66], [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]]
epoch: 181
loss: 0.9999999918063696
dilation rates: [[2.55, 2.6], [5.66, 2.49], [2.48, 9.64], [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]]
epoch: 182
loss: 0.9999999914850507
dilation rates: [[2.51, 2.54], [5.67, 2.47], [2.5, 9.66], [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]]
epoch: 183
loss: 0.9999999918063696
dilation rates: [[2.46, 2.43], [5.66, 2.48], [2.52, 9.63], [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]]
epoch: 184
loss: 0.9999999905210942
dilation rates: [[2.53, 2.6], [5.79, 2.55], [2.53, 9.77], [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]]
epoch: 185
loss: 0.999999990039116
dilation rates: [[2.53, 2.53], [5.7, 2.48], [2.52, 9.74], [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]]
epoch: 186
loss: 0.9999999910030725
dilation rates: [[2.57, 2.47], [5.63, 2.5], [2.53, 9.72], [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]]
epoch: 187
loss: 0.9999999926096667
dilation rates: [[2.57, 2.59], [5.68, 2.55], [2.42, 9.8], [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]]
epoch: 188
loss: 0.999999991967029
dilation rates: [[2.51, 2.55], [5.6, 2.46], [2.51, 9.71], [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]]
epoch: 189
loss: 0.999999991967029
dilation rates: [[2.53, 2.45], [5.66, 2.49], [2.54, 9.7], [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]]
epoch: 190
loss: 0.9999999908424131
dilation rates: [[2.56, 2.61], [5.67, 2.47], [2.45, 9.68], [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]]
epoch: 191
loss: 0.9999999934129638
dilation rates: [[2.62, 2.53], [5.71, 2.45], [2.51, 9.7], [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]]
epoch: 192
loss: 0.999999991967029
dilation rates: [[2.56, 2.52], [5.77, 2.46], [2.55, 9.73], [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]]
epoch: 193
loss: 0.9999999918063696
dilation rates: [[2.54, 2.61], [5.73, 2.47], [2.53, 9.76], [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]]
epoch: 194
loss: 0.9999999929309855
dilation rates: [[2.49, 2.56], [5.63, 2.53], [2.56, 9.67], [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]]
epoch: 195
loss: 0.9999999934129638
dilation rates: [[2.56, 2.57], [5.65, 2.5], [2.51, 9.68], [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]]
epoch: 196
loss: 0.9999999916457102
dilation rates: [[2.47, 2.5], [5.7, 2.51], [2.57, 9.66], [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]]
epoch: 197
loss: 0.9999999922883478
dilation rates: [[2.52, 2.61], [5.63, 2.49], [2.53, 9.64], [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]]
epoch: 198
loss: 0.9999999908424131
dilation rates: [[2.5, 2.63], [5.64, 2.48], [2.54, 9.72], [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]]
epoch: 199
loss: 0.9999999916457102
dilation rates: [[2.59, 2.6], [5.63, 2.45], [2.53, 9.66], [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: [96.69, 76.37, 88.96, 35.98, 46.96, 54.28, 52.88, 68.76, 90.46, 55.71, 93.68, 62.32, 41.6, 90.42, 39.33, 63.23, 47.3, 21.41, 59.04]
mIOU: 62.39, mIOU_reduced: 64.72, accuracy: 93.78
epoch: 200
loss: 0.9999999934129638
dilation rates: [[2.5, 2.45], [5.69, 2.44], [2.53, 9.71], [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]]
epoch: 201
loss: 0.9999999908424131
dilation rates: [[2.43, 2.68], [5.59, 2.51], [2.46, 9.68], [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]]
epoch: 202
loss: 0.9999999918063696
dilation rates: [[2.46, 2.54], [5.58, 2.46], [2.49, 9.6], [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]]
epoch: 203
loss: 0.999999991967029
dilation rates: [[2.57, 2.55], [5.67, 2.55], [2.56, 9.77], [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]]
epoch: 204
loss: 0.9999999927703261
dilation rates: [[2.48, 2.42], [5.6, 2.47], [2.48, 9.68], [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]]
epoch: 205
loss: 0.9999999926096667
dilation rates: [[2.47, 2.52], [5.64, 2.57], [2.47, 9.63], [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]]
epoch: 206
loss: 0.9999999897177971
dilation rates: [[2.54, 2.56], [5.72, 2.47], [2.53, 9.71], [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]]
epoch: 207
loss: 0.9999999918063696
dilation rates: [[2.54, 2.55], [5.67, 2.44], [2.52, 9.65], [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]]
epoch: 208
loss: 0.9999999913243913
dilation rates: [[2.5, 2.47], [5.65, 2.54], [2.47, 9.71], [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]]
epoch: 209
loss: 0.9999999914850507
dilation rates: [[2.55, 2.5], [5.57, 2.46], [2.55, 9.66], [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]]
epoch: 210
loss: 0.9999999910030725
dilation rates: [[2.47, 2.56], [5.66, 2.44], [2.46, 9.66], [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]]
epoch: 211
loss: 0.9999999922883478
dilation rates: [[2.46, 2.61], [5.71, 2.5], [2.53, 9.64], [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]]
epoch: 212
loss: 0.9999999914850507
dilation rates: [[2.49, 2.56], [5.64, 2.5], [2.55, 9.72], [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]]
epoch: 213
loss: 0.9999999918063696
dilation rates: [[2.42, 2.61], [5.6, 2.51], [2.53, 9.57], [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]]
epoch: 214
loss: 0.9999999930916449
dilation rates: [[2.44, 2.54], [5.6, 2.47], [2.53, 9.65], [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]]
epoch: 215
loss: 0.9999999922883478
dilation rates: [[2.61, 2.61], [5.6, 2.54], [2.52, 9.69], [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]]
epoch: 216
loss: 0.9999999930916449
dilation rates: [[2.47, 2.61], [5.76, 2.43], [2.48, 9.68], [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]]
epoch: 217
loss: 0.9999999938949421
dilation rates: [[2.59, 2.65], [5.72, 2.41], [2.48, 9.67], [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]]
epoch: 218
loss: 0.9999999905210942
dilation rates: [[2.54, 2.62], [5.64, 2.49], [2.49, 9.74], [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]]
epoch: 219
loss: 0.9999999906817536
dilation rates: [[2.5, 2.47], [5.7, 2.47], [2.51, 9.62], [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]]
epoch: 220
loss: 0.9999999910030725
dilation rates: [[2.48, 2.48], [5.62, 2.41], [2.5, 9.66], [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]]
epoch: 221
loss: 0.9999999932523044
dilation rates: [[2.46, 2.39], [5.64, 2.49], [2.53, 9.62], [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]]
epoch: 222
loss: 0.9999999905210942
dilation rates: [[2.56, 2.62], [5.69, 2.53], [2.51, 9.67], [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]]
epoch: 223
loss: 0.9999999916457102
dilation rates: [[2.64, 2.57], [5.7, 2.51], [2.48, 9.71], [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]]
epoch: 224
loss: 0.9999999918063696
dilation rates: [[2.59, 2.53], [5.75, 2.44], [2.54, 9.69], [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: [96.98, 77.52, 89.48, 36.81, 48.4, 55.59, 54.42, 69.84, 90.57, 54.49, 93.39, 73.97, 48.22, 90.78, 51.8, 68.33, 50.12, 38.95, 69.48]
mIOU: 66.27, mIOU_reduced: 68.06, accuracy: 94.24
epoch: 225
loss: 0.9999999924490073
dilation rates: [[2.62, 2.37], [5.68, 2.53], [2.55, 9.71], [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]]
epoch: 226
loss: 0.9999999921276884
dilation rates: [[2.43, 2.47], [5.56, 2.52], [2.53, 9.61], [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]]
epoch: 227
loss: 0.9999999926096667
dilation rates: [[2.56, 2.56], [5.55, 2.48], [2.49, 9.69], [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]]
epoch: 228
loss: 0.9999999921276884
dilation rates: [[2.5, 2.53], [5.61, 2.45], [2.49, 9.62], [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]]
epoch: 229
loss: 0.9999999916457102
dilation rates: [[2.5, 2.57], [5.53, 2.46], [2.51, 9.59], [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]]
epoch: 230
loss: 0.9999999906817536
dilation rates: [[2.55, 2.43], [5.68, 2.46], [2.54, 9.66], [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]]
epoch: 231
loss: 0.9999999930916449
dilation rates: [[2.53, 2.57], [5.61, 2.42], [2.5, 9.7], [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]]
epoch: 232
loss: 0.999999991967029
dilation rates: [[2.44, 2.43], [5.62, 2.41], [2.48, 9.58], [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]]
epoch: 233
loss: 0.9999999932523044
dilation rates: [[2.42, 2.53], [5.6, 2.5], [2.49, 9.66], [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]]
epoch: 234
loss: 0.9999999932523044
dilation rates: [[2.51, 2.54], [5.63, 2.44], [2.44, 9.67], [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]]
epoch: 235
loss: 0.9999999905210942
dilation rates: [[2.54, 2.58], [5.56, 2.48], [2.5, 9.61], [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]]
epoch: 236
loss: 0.999999991967029
dilation rates: [[2.5, 2.58], [5.68, 2.43], [2.51, 9.72], [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]]
epoch: 237
loss: 0.9999999914850507
dilation rates: [[2.5, 2.59], [5.75, 2.52], [2.53, 9.65], [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]]
epoch: 238
loss: 0.9999999921276884
dilation rates: [[2.47, 2.57], [5.69, 2.49], [2.57, 9.66], [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]]
epoch: 239
loss: 0.9999999942162608
dilation rates: [[2.43, 2.52], [5.66, 2.46], [2.55, 9.65], [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]]
epoch: 240
loss: 0.999999991967029
dilation rates: [[2.4, 2.58], [5.6, 2.51], [2.49, 9.63], [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: [96.82, 76.2, 89.27, 33.68, 46.21, 56.43, 56.41, 71.25, 90.2, 55.22, 94.01, 74.63, 49.64, 91.37, 55.91, 63.55, 61.01, 39.02, 67.97]
mIOU: 66.78, mIOU_reduced: 68.02, accuracy: 94.15
epoch: 241
loss: 0.9999999921276884
dilation rates: [[2.49, 2.56], [5.61, 2.47], [2.5, 9.59], [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: [97.37, 79.58, 89.28, 38.83, 49.78, 55.23, 52.25, 69.89, 90.09, 52.49, 93.67, 74.74, 49.51, 92.2, 62.05, 66.23, 59.75, 41.78, 70.23]
mIOU: 67.63, mIOU_reduced: 68.56, accuracy: 94.41
epoch: 242
loss: 0.9999999914850507
dilation rates: [[2.41, 2.51], [5.65, 2.47], [2.5, 9.7], [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: [97.11, 77.92, 89.58, 36.74, 49.4, 54.44, 52.42, 69.34, 90.91, 55.12, 92.41, 73.28, 47.58, 91.8, 58.5, 66.42, 19.22, 39.49, 69.57]
mIOU: 64.8, mIOU_reduced: 67.95, accuracy: 94.37
epoch: 243
loss: 0.9999999910030725
dilation rates: [[2.45, 2.63], [5.62, 2.48], [2.47, 9.66], [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: [96.87, 76.98, 89.14, 31.59, 46.65, 55.13, 51.79, 70.19, 90.74, 54.62, 93.43, 74.23, 48.88, 91.93, 55.55, 71.53, 57.12, 36.31, 67.09]
mIOU: 66.3, mIOU_reduced: 67.22, accuracy: 94.15
epoch: 244
loss: 0.9999999934129638
dilation rates: [[2.6, 2.58], [5.66, 2.55], [2.54, 9.69], [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: [96.61, 77.25, 89.73, 32.67, 50.51, 56.92, 58.25, 71.13, 90.61, 52.67, 93.82, 74.28, 48.42, 93.01, 60.76, 69.04, 40.89, 46.27, 69.5]
mIOU: 66.97, mIOU_reduced: 68.85, accuracy: 94.36
epoch: 245
loss: 0.999999991163732
dilation rates: [[2.46, 2.62], [5.63, 2.45], [2.5, 9.64], [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: [96.14, 73.37, 88.43, 34.14, 45.66, 49.44, 53.02, 69.2, 90.72, 49.83, 93.51, 71.98, 47.66, 91.3, 66.4, 68.12, 67.22, 34.06, 65.12]
mIOU: 66.07, mIOU_reduced: 65.85, accuracy: 93.68
epoch: 246
loss: 0.9999999913243913
dilation rates: [[2.54, 2.59], [5.6, 2.49], [2.57, 9.69], [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: [96.91, 77.5, 89.59, 30.4, 52.89, 57.0, 55.31, 67.39, 90.66, 58.04, 93.55, 74.62, 51.76, 90.95, 54.91, 71.72, 54.09, 34.61, 70.44]
mIOU: 66.96, mIOU_reduced: 68.23, accuracy: 94.37
epoch: 247
loss: 0.9999999913243913
dilation rates: [[2.51, 2.6], [5.68, 2.51], [2.53, 9.63], [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: [97.45, 80.04, 89.68, 38.42, 46.42, 53.7, 55.81, 68.25, 91.16, 57.56, 94.12, 73.92, 50.08, 91.86, 50.16, 70.95, 52.79, 26.8, 67.16]
mIOU: 66.12, mIOU_reduced: 67.65, accuracy: 94.56
epoch: 248
loss: 0.9999999918063696
dilation rates: [[2.49, 2.53], [5.68, 2.46], [2.49, 9.68], [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: [97.2, 79.67, 90.1, 38.93, 48.96, 57.88, 53.7, 70.92, 91.08, 56.16, 94.1, 74.3, 50.63, 91.33, 50.75, 62.08, 41.47, 31.63, 66.59]
mIOU: 65.66, mIOU_reduced: 68.32, accuracy: 94.56
epoch: 249
loss: 0.9999999924490073
dilation rates: [[2.51, 2.51], [5.64, 2.5], [2.51, 9.63], [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: [97.09, 77.45, 89.65, 45.24, 46.79, 55.53, 53.88, 70.06, 90.82, 58.78, 93.49, 70.39, 50.03, 91.9, 50.81, 59.38, 25.11, 27.94, 60.5]
mIOU: 63.94, mIOU_reduced: 67.47, accuracy: 94.28
Best mIOU: 67.6291453712865
Best global accuracy: 94.56144571304321
Training time 9:52:29
mIOUs: [67.6291453712865]
global_accuracies: [94.56144571304321]
