{'model_name': 'L6_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': 'L6_decoder26', 'save_best_path': 'checkpoints/L6_decoder26_run1', 'save_latest_path': 'checkpoints/L6_decoder26_latest', 'resume_path': 'checkpoints/L6_decoder26_latest', 'log_path': 'logs/L6_decoder26_run1.txt'}
run: 1
epoch: 0
loss: 0.9999999932523044
dilation rates: [[1.44, 1.46], [1.46, 1.62], [1.34, 1.37], [1.45, 1.47], [1.29, 1.35], [1.34, 1.39], [1.33, 1.49], [1.36, 1.34], [1.26, 1.39], [1.19, 1.32], [1.22, 1.27], [2.25, 2.1]]
IOU: [72.14, 8.36, 41.96, 0.0, 0.0, 0.0, 0.0, 0.0, 41.45, 4.97, 52.46, 0.0, 0.0, 14.16, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 12.4, mIOU_reduced: 14.72, accuracy: 62.9
epoch: 1
loss: 0.999999990039116
dilation rates: [[2.15, 1.96], [2.14, 2.53], [1.88, 2.09], [2.31, 2.37], [1.66, 2.01], [1.66, 2.01], [1.75, 2.28], [1.91, 1.93], [1.53, 1.91], [1.52, 1.86], [1.63, 1.66], [4.92, 4.06]]
epoch: 2
loss: 0.9999999921276884
dilation rates: [[2.51, 2.25], [2.54, 2.94], [2.32, 2.53], [2.74, 2.93], [2.05, 2.62], [2.1, 2.56], [2.23, 2.77], [2.45, 2.35], [1.86, 2.45], [1.89, 2.38], [2.16, 2.14], [7.71, 5.21]]
epoch: 3
loss: 0.9999999916457102
dilation rates: [[2.53, 2.36], [2.57, 3.18], [2.47, 2.65], [3.03, 3.26], [2.37, 2.8], [2.42, 2.83], [2.52, 3.25], [2.71, 2.62], [2.19, 2.7], [2.16, 2.68], [2.51, 2.47], [9.93, 5.67]]
epoch: 4
loss: 0.9999999921276884
dilation rates: [[2.49, 2.33], [2.54, 3.34], [2.54, 2.7], [3.5, 3.55], [2.47, 3.35], [2.55, 3.4], [2.62, 3.72], [3.08, 2.92], [2.51, 3.13], [2.5, 3.16], [2.91, 2.69], [12.18, 6.53]]
epoch: 5
loss: 0.9999999908424131
dilation rates: [[2.54, 1.74], [2.5, 3.16], [2.53, 2.61], [3.53, 3.78], [2.5, 3.6], [2.5, 3.65], [2.75, 4.4], [3.46, 3.32], [2.58, 3.44], [2.53, 3.66], [3.37, 2.96], [13.61, 7.02]]
epoch: 6
loss: 0.999999990039116
dilation rates: [[2.42, 1.5], [2.5, 2.95], [2.47, 2.63], [3.45, 4.43], [2.4, 3.9], [2.5, 3.96], [2.89, 4.85], [3.69, 3.54], [2.62, 3.61], [2.59, 4.02], [3.75, 3.22], [14.95, 7.74]]
epoch: 7
loss: 0.9999999932523044
dilation rates: [[2.55, 1.83], [2.54, 2.84], [2.48, 2.73], [3.63, 4.81], [2.51, 4.33], [2.51, 4.53], [3.2, 5.55], [4.14, 3.86], [2.78, 4.09], [2.81, 4.58], [4.16, 3.48], [16.18, 8.53]]
epoch: 8
loss: 0.999999991163732
dilation rates: [[2.62, 1.67], [2.49, 2.8], [2.51, 2.78], [3.62, 5.12], [2.27, 4.5], [2.59, 4.68], [3.3, 5.98], [4.51, 4.02], [2.99, 4.36], [2.97, 4.91], [4.54, 3.6], [16.93, 8.89]]
epoch: 9
loss: 0.9999999910030725
dilation rates: [[2.72, 1.68], [2.52, 2.62], [2.49, 2.63], [3.86, 5.27], [1.94, 4.66], [2.53, 4.84], [3.48, 6.54], [4.56, 4.21], [3.07, 4.67], [3.08, 5.28], [4.65, 3.64], [17.92, 9.54]]
epoch: 10
loss: 0.9999999929309855
dilation rates: [[2.58, 1.54], [2.46, 2.79], [2.47, 2.81], [4.04, 5.64], [1.62, 4.86], [2.48, 5.23], [3.39, 6.69], [4.83, 4.43], [3.32, 5.0], [3.26, 5.73], [4.97, 3.91], [18.5, 9.93]]
epoch: 11
loss: 0.9999999926096667
dilation rates: [[2.93, 1.71], [2.5, 2.87], [2.48, 3.0], [4.43, 5.8], [1.54, 4.94], [2.53, 5.56], [3.51, 7.16], [5.08, 4.55], [3.49, 5.16], [3.31, 6.1], [5.19, 4.14], [19.2, 10.41]]
epoch: 12
loss: 0.999999990039116
dilation rates: [[2.54, 1.65], [2.45, 2.81], [2.36, 3.1], [4.31, 6.04], [1.56, 5.12], [2.6, 5.64], [3.48, 7.5], [5.07, 4.48], [3.47, 5.25], [3.41, 6.45], [5.5, 4.29], [19.54, 10.51]]
epoch: 13
loss: 0.9999999906817536
dilation rates: [[2.46, 1.7], [2.5, 3.44], [2.46, 3.47], [4.45, 6.09], [1.54, 5.16], [2.52, 5.88], [3.49, 7.54], [5.29, 4.51], [3.48, 5.5], [3.51, 6.58], [5.64, 4.49], [19.77, 10.51]]
epoch: 14
loss: 0.9999999922883478
dilation rates: [[2.97, 1.48], [2.59, 3.46], [2.52, 3.36], [4.53, 6.72], [1.5, 5.56], [2.49, 6.19], [3.5, 8.01], [5.38, 4.55], [3.47, 5.55], [3.41, 6.81], [5.78, 4.49], [19.98, 10.88]]
epoch: 15
loss: 0.9999999922883478
dilation rates: [[2.71, 1.63], [2.34, 3.56], [2.52, 3.49], [4.51, 7.03], [1.58, 5.51], [2.63, 6.12], [3.56, 8.39], [5.48, 4.58], [3.49, 5.68], [3.42, 7.18], [5.79, 4.5], [20.47, 11.25]]
epoch: 16
loss: 0.9999999916457102
dilation rates: [[2.85, 1.88], [2.42, 3.51], [2.43, 3.39], [4.53, 6.91], [1.54, 5.49], [2.55, 6.24], [3.53, 8.51], [5.52, 4.5], [3.53, 5.75], [3.49, 7.53], [5.89, 4.55], [20.51, 11.45]]
epoch: 17
loss: 0.9999999910030725
dilation rates: [[2.89, 1.49], [2.52, 3.53], [2.47, 3.49], [4.55, 7.41], [1.54, 5.47], [2.52, 6.47], [3.48, 8.64], [5.52, 4.58], [3.48, 5.79], [3.51, 7.52], [5.99, 4.49], [20.79, 11.43]]
epoch: 18
loss: 0.9999999934129638
dilation rates: [[3.27, 1.55], [2.43, 3.05], [2.38, 3.55], [4.47, 7.47], [1.51, 5.57], [2.57, 6.51], [3.5, 8.97], [5.49, 4.52], [3.46, 5.95], [3.47, 7.64], [6.33, 4.54], [21.26, 11.56]]
epoch: 19
loss: 0.9999999930916449
dilation rates: [[3.32, 1.56], [2.35, 3.47], [2.39, 3.2], [4.49, 7.66], [1.48, 5.45], [2.59, 6.68], [3.48, 9.48], [5.48, 4.61], [3.47, 6.17], [3.49, 7.76], [6.53, 4.62], [21.68, 11.48]]
epoch: 20
loss: 0.999999991163732
dilation rates: [[3.62, 1.78], [2.41, 3.67], [2.53, 3.46], [4.48, 7.55], [1.53, 5.44], [2.58, 6.53], [3.49, 9.54], [5.55, 4.78], [3.4, 6.49], [3.48, 7.91], [6.51, 4.77], [21.75, 11.83]]
epoch: 21
loss: 0.999999991967029
dilation rates: [[3.65, 1.73], [2.53, 3.71], [2.46, 3.49], [4.47, 7.54], [1.55, 5.54], [2.62, 6.56], [3.59, 9.46], [5.61, 4.72], [3.51, 6.51], [3.55, 8.0], [6.6, 4.86], [22.0, 11.75]]
epoch: 22
loss: 0.9999999937342826
dilation rates: [[3.46, 1.65], [2.39, 3.64], [2.47, 3.44], [4.47, 7.64], [1.68, 5.52], [2.6, 6.45], [3.56, 9.57], [5.54, 4.79], [3.45, 6.5], [3.5, 8.24], [6.77, 5.23], [22.15, 12.37]]
epoch: 23
loss: 0.9999999926096667
dilation rates: [[3.52, 1.71], [1.86, 3.54], [2.47, 3.46], [4.57, 7.92], [1.69, 5.55], [2.59, 6.83], [3.58, 9.76], [5.72, 4.91], [3.42, 6.47], [3.45, 8.48], [6.83, 5.23], [22.48, 12.46]]
epoch: 24
loss: 0.9999999916457102
dilation rates: [[3.72, 1.57], [2.15, 3.56], [2.49, 3.47], [4.56, 8.27], [1.6, 5.49], [2.5, 6.78], [3.46, 10.28], [5.88, 5.04], [3.45, 6.51], [3.52, 8.55], [6.94, 5.44], [22.47, 12.42]]
IOU: [95.55, 68.79, 84.45, 28.41, 37.39, 42.01, 28.3, 40.36, 87.3, 45.03, 85.95, 53.08, 4.38, 83.44, 6.69, 42.72, 20.3, 8.25, 50.91]
mIOU: 48.07, mIOU_reduced: 52.73, accuracy: 91.14
epoch: 25
loss: 0.9999999926096667
dilation rates: [[3.82, 1.81], [2.4, 3.74], [2.51, 3.45], [4.67, 8.59], [1.64, 5.58], [2.57, 6.79], [3.68, 10.34], [5.93, 5.34], [3.32, 6.78], [3.49, 8.49], [7.07, 5.55], [22.61, 12.57]]
epoch: 26
loss: 0.9999999922883478
dilation rates: [[3.66, 1.59], [2.36, 3.61], [2.49, 3.6], [5.08, 8.49], [1.63, 5.59], [2.53, 7.14], [3.63, 10.47], [6.09, 5.51], [3.29, 6.9], [3.58, 8.61], [7.28, 5.57], [22.83, 12.66]]
epoch: 27
loss: 0.9999999930916449
dilation rates: [[3.61, 1.51], [2.45, 3.48], [2.5, 3.48], [4.85, 8.7], [1.59, 5.63], [2.6, 7.43], [3.55, 10.59], [6.08, 5.47], [3.48, 7.02], [3.48, 8.64], [7.48, 5.44], [22.98, 12.53]]
epoch: 28
loss: 0.999999991163732
dilation rates: [[3.51, 1.83], [2.28, 3.58], [2.56, 3.62], [5.12, 8.57], [1.49, 6.02], [2.59, 7.57], [3.69, 10.51], [6.12, 5.5], [3.33, 7.16], [3.51, 8.67], [7.5, 5.41], [23.11, 12.52]]
epoch: 29
loss: 0.9999999910030725
dilation rates: [[3.49, 1.67], [2.14, 3.49], [2.51, 3.52], [5.49, 8.43], [1.63, 6.01], [2.52, 7.54], [3.6, 10.57], [6.19, 5.39], [3.17, 7.26], [3.52, 8.76], [7.47, 5.49], [23.11, 12.55]]
epoch: 30
loss: 0.999999991967029
dilation rates: [[3.47, 1.84], [2.23, 3.61], [2.52, 3.45], [5.38, 9.01], [1.73, 6.23], [2.49, 7.57], [3.76, 10.53], [6.34, 5.48], [3.34, 7.35], [3.57, 8.68], [7.49, 5.52], [23.44, 12.94]]
epoch: 31
loss: 0.9999999921276884
dilation rates: [[3.54, 1.48], [2.08, 3.78], [2.38, 3.4], [5.37, 9.14], [1.48, 6.11], [2.58, 7.62], [3.51, 10.87], [6.53, 5.45], [3.23, 7.42], [3.46, 9.04], [7.49, 5.5], [23.44, 13.36]]
epoch: 32
loss: 0.9999999927703261
dilation rates: [[3.85, 1.65], [1.84, 3.5], [2.49, 3.37], [5.48, 9.31], [1.49, 6.21], [2.58, 7.5], [3.94, 11.1], [6.45, 5.59], [3.16, 7.62], [3.45, 9.24], [7.52, 5.52], [23.7, 13.52]]
epoch: 33
loss: 0.9999999916457102
dilation rates: [[3.61, 1.94], [2.54, 3.68], [2.31, 3.92], [5.24, 9.6], [1.79, 6.27], [2.48, 7.4], [3.71, 11.32], [6.55, 5.41], [2.91, 7.66], [3.52, 9.49], [7.55, 5.6], [23.93, 13.61]]
epoch: 34
loss: 0.9999999926096667
dilation rates: [[3.8, 1.59], [2.48, 3.99], [2.54, 3.92], [5.53, 9.75], [1.58, 6.39], [2.48, 7.45], [4.48, 11.44], [6.56, 5.53], [2.79, 7.94], [3.51, 9.48], [7.86, 5.69], [24.33, 13.5]]
epoch: 35
loss: 0.9999999918063696
dilation rates: [[3.72, 1.54], [2.31, 4.48], [2.47, 3.51], [5.49, 9.91], [1.65, 6.5], [2.57, 7.64], [4.51, 11.77], [6.54, 5.5], [2.89, 8.18], [3.49, 9.6], [7.79, 5.49], [24.38, 13.55]]
epoch: 36
loss: 0.9999999914850507
dilation rates: [[3.6, 1.6], [2.51, 4.08], [2.44, 3.47], [5.47, 9.56], [1.54, 6.56], [2.56, 7.75], [4.49, 11.68], [6.45, 5.51], [2.87, 8.15], [3.51, 9.64], [7.91, 5.5], [24.51, 13.55]]
epoch: 37
loss: 0.9999999922883478
dilation rates: [[3.92, 1.77], [2.25, 4.19], [2.46, 3.68], [5.37, 9.52], [1.65, 6.61], [2.51, 7.62], [4.34, 11.59], [6.46, 5.47], [2.49, 8.33], [3.48, 9.68], [7.84, 5.55], [24.26, 13.84]]
epoch: 38
loss: 0.999999991163732
dilation rates: [[3.87, 1.86], [2.43, 4.31], [2.52, 3.43], [5.68, 9.95], [1.49, 6.4], [2.48, 7.75], [4.44, 11.8], [6.48, 5.49], [2.57, 8.51], [3.56, 9.74], [8.03, 5.63], [24.53, 13.9]]
epoch: 39
loss: 0.9999999940556015
dilation rates: [[3.86, 1.62], [2.29, 4.0], [2.46, 3.55], [5.45, 10.05], [1.52, 6.48], [2.59, 7.63], [4.46, 12.02], [6.5, 5.44], [2.58, 8.47], [3.51, 9.66], [8.09, 5.7], [24.3, 13.99]]
epoch: 40
loss: 0.9999999905210942
dilation rates: [[4.0, 1.84], [2.45, 4.58], [2.52, 3.51], [5.6, 10.66], [1.58, 6.45], [2.55, 7.65], [4.56, 12.31], [6.58, 5.65], [2.61, 8.55], [3.64, 9.87], [8.19, 5.85], [24.5, 14.47]]
epoch: 41
loss: 0.9999999921276884
dilation rates: [[3.64, 2.11], [2.12, 4.45], [2.55, 3.62], [5.47, 10.29], [1.45, 6.52], [2.46, 7.66], [4.49, 12.21], [6.54, 5.57], [2.59, 8.48], [3.53, 10.13], [8.18, 5.86], [24.43, 14.51]]
epoch: 42
loss: 0.9999999913243913
dilation rates: [[3.74, 1.49], [2.44, 4.57], [2.46, 3.55], [5.67, 10.65], [1.54, 6.52], [2.54, 7.97], [4.36, 12.49], [6.42, 5.49], [2.56, 8.45], [3.56, 10.19], [8.35, 5.89], [24.54, 14.48]]
epoch: 43
loss: 0.9999999918063696
dilation rates: [[3.49, 1.55], [2.46, 4.21], [2.48, 3.47], [5.82, 10.37], [1.64, 6.46], [2.61, 8.17], [4.5, 12.51], [6.72, 5.5], [2.55, 8.64], [3.66, 10.47], [8.47, 6.18], [24.52, 14.49]]
epoch: 44
loss: 0.9999999927703261
dilation rates: [[3.55, 1.9], [2.5, 4.35], [2.55, 3.64], [5.51, 10.69], [1.54, 6.5], [2.55, 8.5], [4.49, 12.7], [6.8, 5.5], [2.67, 8.51], [3.8, 10.49], [8.58, 6.39], [24.47, 14.61]]
epoch: 45
loss: 0.9999999913243913
dilation rates: [[3.68, 1.52], [2.33, 4.53], [2.46, 3.69], [5.7, 10.66], [1.53, 6.86], [2.57, 8.49], [4.46, 12.84], [7.02, 5.69], [2.56, 8.68], [3.63, 10.57], [8.54, 6.51], [24.69, 14.63]]
epoch: 46
loss: 0.999999991967029
dilation rates: [[3.54, 2.09], [2.3, 4.19], [2.46, 3.4], [5.51, 10.47], [1.6, 6.85], [2.51, 8.48], [4.54, 12.77], [6.8, 5.57], [2.63, 8.52], [3.92, 10.52], [8.51, 6.5], [24.46, 14.74]]
epoch: 47
loss: 0.9999999922883478
dilation rates: [[3.95, 2.09], [2.38, 4.63], [2.53, 3.52], [5.7, 10.45], [1.6, 6.88], [2.77, 8.49], [4.52, 12.82], [6.8, 5.6], [2.6, 8.63], [4.13, 10.53], [8.58, 6.48], [24.6, 15.11]]
epoch: 48
loss: 0.9999999927703261
dilation rates: [[3.74, 2.06], [2.47, 4.49], [2.54, 3.47], [5.56, 10.23], [1.46, 6.6], [2.51, 8.48], [4.38, 12.7], [7.06, 5.54], [2.49, 8.7], [4.3, 10.57], [8.51, 6.39], [24.59, 14.83]]
epoch: 49
loss: 0.9999999913243913
dilation rates: [[3.95, 1.71], [2.37, 4.56], [2.53, 3.52], [5.68, 10.56], [1.65, 6.6], [2.53, 8.34], [4.5, 12.97], [7.04, 5.54], [2.71, 8.63], [4.5, 10.56], [8.52, 6.51], [24.52, 14.92]]
IOU: [96.37, 72.94, 87.16, 33.85, 38.39, 45.5, 41.58, 57.17, 89.35, 50.47, 91.45, 66.38, 36.49, 88.94, 22.82, 39.48, 4.22, 11.92, 61.45]
mIOU: 54.52, mIOU_reduced: 60.59, accuracy: 92.85
epoch: 50
loss: 0.9999999885931812
dilation rates: [[3.45, 1.56], [2.36, 4.5], [2.5, 3.79], [5.96, 10.55], [1.49, 6.67], [2.64, 8.59], [4.48, 13.25], [7.21, 5.56], [2.5, 8.72], [4.42, 10.79], [8.55, 6.46], [24.4, 14.75]]
epoch: 51
loss: 0.9999999910030725
dilation rates: [[3.79, 2.47], [2.39, 4.5], [2.46, 3.57], [5.95, 10.66], [1.52, 6.58], [2.53, 8.51], [4.51, 13.72], [7.46, 5.53], [2.59, 8.87], [4.46, 11.14], [8.98, 6.5], [24.51, 15.39]]
epoch: 52
loss: 0.9999999918063696
dilation rates: [[3.67, 1.73], [2.5, 4.54], [2.46, 3.69], [6.38, 10.9], [1.48, 6.95], [2.63, 8.6], [4.57, 13.86], [7.44, 5.62], [2.55, 8.88], [4.44, 11.29], [8.94, 6.48], [24.72, 15.1]]
epoch: 53
loss: 0.9999999906817536
dilation rates: [[4.0, 2.45], [2.52, 4.72], [2.48, 3.55], [6.53, 10.96], [1.52, 6.91], [2.53, 8.49], [4.52, 13.58], [7.5, 5.51], [2.65, 8.97], [4.49, 11.38], [9.02, 6.52], [24.78, 15.42]]
epoch: 54
loss: 0.9999999906817536
dilation rates: [[3.92, 2.24], [2.49, 5.31], [2.48, 3.54], [6.51, 11.33], [1.57, 6.96], [2.59, 8.78], [4.51, 13.63], [7.48, 5.58], [2.61, 9.07], [4.54, 11.67], [9.14, 6.52], [24.64, 15.64]]
epoch: 55
loss: 0.999999991967029
dilation rates: [[4.11, 1.86], [2.47, 5.46], [2.5, 3.6], [6.56, 11.29], [1.51, 6.99], [2.69, 9.1], [4.58, 13.74], [7.32, 5.51], [2.51, 9.31], [4.34, 11.49], [9.27, 6.51], [24.49, 15.45]]
epoch: 56
loss: 0.9999999916457102
dilation rates: [[3.81, 2.05], [2.46, 5.16], [2.51, 3.46], [6.34, 11.42], [1.5, 6.8], [2.59, 9.09], [4.65, 13.74], [7.48, 5.56], [2.64, 9.41], [4.53, 11.51], [9.58, 6.59], [24.6, 15.58]]
epoch: 57
loss: 0.9999999926096667
dilation rates: [[3.41, 2.36], [2.47, 5.41], [2.5, 3.66], [6.42, 11.49], [1.6, 6.79], [2.55, 8.84], [4.48, 13.76], [7.47, 5.53], [2.85, 9.34], [4.58, 11.51], [9.51, 6.54], [24.52, 15.57]]
epoch: 58
loss: 0.9999999905210942
dilation rates: [[3.57, 2.21], [2.4, 5.14], [2.48, 3.87], [6.45, 11.7], [1.55, 6.79], [2.54, 9.03], [4.58, 13.93], [7.5, 5.62], [2.51, 9.4], [4.45, 11.59], [9.56, 6.47], [24.72, 15.67]]
epoch: 59
loss: 0.9999999908424131
dilation rates: [[4.22, 1.58], [2.42, 4.88], [2.47, 3.87], [6.45, 11.6], [1.46, 7.11], [2.8, 9.26], [4.51, 13.86], [7.54, 5.95], [2.99, 9.54], [4.4, 11.76], [9.55, 6.65], [24.71, 15.6]]
epoch: 60
loss: 0.9999999898784565
dilation rates: [[3.53, 2.17], [2.39, 4.85], [2.33, 3.74], [6.53, 11.85], [1.5, 7.3], [2.56, 9.43], [4.47, 14.16], [7.48, 6.11], [2.61, 9.45], [4.5, 11.5], [9.4, 6.68], [24.49, 16.08]]
epoch: 61
loss: 0.9999999910030725
dilation rates: [[4.35, 2.68], [2.32, 5.0], [2.46, 3.54], [6.66, 11.55], [1.5, 7.27], [2.51, 9.5], [4.53, 14.47], [7.5, 5.76], [2.56, 9.47], [4.43, 11.56], [9.48, 6.56], [24.55, 15.92]]
epoch: 62
loss: 0.9999999889145
dilation rates: [[3.75, 1.99], [2.31, 5.52], [2.63, 3.94], [6.3, 11.48], [1.52, 7.23], [2.54, 9.46], [4.71, 14.39], [7.45, 5.56], [2.56, 9.61], [4.44, 11.54], [9.53, 6.61], [24.63, 16.09]]
epoch: 63
loss: 0.9999999929309855
dilation rates: [[3.95, 2.56], [2.46, 5.46], [2.52, 3.84], [6.54, 11.5], [1.75, 7.21], [2.66, 9.34], [4.6, 14.33], [7.61, 5.78], [2.67, 9.56], [4.51, 11.59], [9.5, 6.74], [24.64, 16.18]]
epoch: 64
loss: 0.9999999898784565
dilation rates: [[4.53, 2.48], [1.99, 5.86], [2.43, 3.7], [6.39, 11.52], [1.62, 7.49], [2.72, 9.45], [4.53, 14.59], [7.53, 5.73], [2.51, 9.52], [4.51, 11.72], [9.52, 6.59], [24.78, 16.26]]
epoch: 65
loss: 0.9999999913243913
dilation rates: [[3.44, 2.26], [2.66, 5.38], [2.48, 3.49], [6.56, 11.49], [1.56, 7.19], [2.53, 9.46], [4.6, 14.6], [7.48, 5.54], [2.58, 9.55], [4.35, 11.87], [9.48, 6.51], [24.95, 16.12]]
epoch: 66
loss: 0.9999999906817536
dilation rates: [[3.48, 1.47], [2.3, 5.26], [2.51, 3.66], [6.52, 11.65], [1.53, 7.33], [2.51, 9.36], [4.7, 14.48], [7.73, 5.71], [2.53, 9.49], [4.51, 11.9], [9.78, 6.61], [24.86, 16.32]]
epoch: 67
loss: 0.9999999916457102
dilation rates: [[4.04, 2.44], [2.23, 5.51], [2.43, 3.58], [6.6, 12.07], [1.49, 7.36], [2.88, 9.51], [4.82, 14.56], [7.62, 5.9], [2.64, 9.55], [4.46, 12.01], [9.74, 6.51], [24.96, 16.57]]
epoch: 68
loss: 0.9999999903604349
dilation rates: [[4.01, 2.42], [2.41, 5.51], [2.46, 3.69], [6.65, 12.36], [1.52, 7.47], [2.53, 9.53], [4.63, 14.63], [7.62, 5.96], [2.71, 9.53], [4.51, 12.11], [9.54, 6.96], [25.2, 16.47]]
epoch: 69
loss: 0.9999999895571378
dilation rates: [[3.93, 2.37], [2.56, 5.26], [2.45, 3.55], [6.6, 12.17], [1.57, 7.47], [2.58, 9.64], [4.64, 14.64], [7.64, 5.97], [2.5, 9.48], [4.54, 12.41], [9.51, 6.98], [25.48, 16.57]]
epoch: 70
loss: 0.9999999921276884
dilation rates: [[3.89, 2.43], [2.54, 5.38], [2.6, 3.72], [6.49, 12.25], [1.76, 7.46], [2.87, 9.65], [4.72, 14.82], [7.63, 6.3], [2.63, 9.71], [4.61, 12.46], [9.57, 7.47], [25.54, 16.47]]
epoch: 71
loss: 0.9999999908424131
dilation rates: [[3.53, 2.38], [2.39, 5.42], [2.32, 3.39], [6.32, 12.54], [1.39, 7.4], [2.98, 9.46], [4.5, 14.83], [7.84, 6.24], [2.71, 9.86], [4.55, 12.51], [9.56, 7.26], [25.44, 16.27]]
epoch: 72
loss: 0.9999999893964783
dilation rates: [[4.29, 2.39], [2.34, 5.48], [2.31, 3.98], [6.58, 12.2], [1.57, 7.39], [2.63, 9.49], [4.76, 14.82], [8.02, 6.09], [2.54, 10.1], [4.46, 12.5], [9.76, 7.45], [25.53, 16.58]]
epoch: 73
loss: 0.9999999927703261
dilation rates: [[4.46, 2.25], [2.67, 5.73], [2.62, 3.87], [6.41, 12.44], [1.5, 7.29], [2.63, 9.63], [4.72, 14.96], [8.06, 6.28], [2.67, 10.26], [4.45, 12.43], [9.88, 7.36], [25.57, 16.48]]
epoch: 74
loss: 0.9999999889145
dilation rates: [[4.55, 2.4], [2.5, 5.33], [2.55, 3.69], [6.5, 12.67], [1.6, 7.5], [2.51, 9.48], [4.75, 14.88], [8.29, 6.32], [2.5, 10.28], [4.52, 12.51], [9.95, 7.44], [25.59, 16.55]]
IOU: [97.09, 77.59, 88.87, 38.84, 49.3, 52.91, 47.16, 62.34, 90.5, 53.08, 93.45, 68.24, 40.77, 91.62, 58.13, 68.7, 39.91, 15.38, 60.75]
mIOU: 62.87, mIOU_reduced: 64.24, accuracy: 93.97
epoch: 75
loss: 0.9999999924490073
dilation rates: [[4.43, 2.45], [2.42, 5.83], [2.47, 4.01], [6.62, 12.5], [1.56, 7.49], [2.55, 9.49], [5.13, 15.4], [8.05, 6.26], [2.51, 10.35], [4.51, 12.45], [10.1, 7.6], [25.39, 16.46]]
epoch: 76
loss: 0.9999999914850507
dilation rates: [[4.4, 2.12], [2.56, 6.0], [2.69, 3.7], [6.67, 12.58], [1.59, 7.56], [2.61, 9.56], [5.53, 15.39], [8.06, 6.28], [2.76, 10.48], [4.71, 12.46], [10.09, 7.47], [25.54, 16.48]]
epoch: 77
loss: 0.9999999922883478
dilation rates: [[4.51, 2.46], [2.33, 5.42], [2.46, 4.29], [6.7, 12.92], [1.53, 7.56], [2.93, 9.88], [5.49, 15.48], [8.34, 6.4], [2.61, 10.48], [4.54, 12.53], [10.46, 7.42], [25.79, 16.34]]
epoch: 78
loss: 0.9999999887538407
dilation rates: [[4.54, 2.09], [2.41, 5.25], [2.61, 4.34], [6.69, 12.64], [1.62, 7.44], [2.68, 10.08], [5.54, 15.67], [8.44, 6.49], [2.55, 10.5], [4.57, 12.59], [10.53, 7.66], [25.85, 16.62]]
epoch: 79
loss: 0.9999999916457102
dilation rates: [[4.33, 2.62], [2.47, 5.72], [2.61, 4.49], [6.87, 12.65], [1.73, 7.58], [2.87, 9.88], [5.55, 15.84], [8.42, 6.53], [2.64, 10.57], [4.67, 12.52], [10.46, 7.61], [26.01, 16.67]]
epoch: 80
loss: 0.9999999905210942
dilation rates: [[4.49, 2.19], [2.47, 5.27], [2.47, 4.55], [6.66, 12.71], [1.69, 7.6], [3.32, 9.75], [5.51, 15.7], [8.5, 6.53], [2.67, 10.62], [4.61, 12.73], [10.41, 7.51], [25.95, 16.88]]
epoch: 81
loss: 0.999999991163732
dilation rates: [[4.49, 2.51], [2.6, 5.59], [2.44, 4.4], [6.69, 12.56], [1.52, 7.72], [2.88, 9.76], [5.37, 15.89], [8.51, 6.37], [2.56, 10.49], [4.48, 12.6], [10.41, 7.42], [25.97, 17.0]]
epoch: 82
loss: 0.9999999921276884
dilation rates: [[4.37, 2.26], [2.52, 5.84], [2.49, 4.48], [6.88, 12.34], [1.67, 7.85], [3.03, 9.88], [5.44, 15.75], [8.51, 6.38], [2.54, 10.54], [4.58, 12.57], [10.42, 7.53], [26.33, 17.06]]
epoch: 83
loss: 0.9999999906817536
dilation rates: [[4.1, 2.24], [2.49, 5.41], [2.53, 4.47], [6.71, 12.51], [1.52, 7.89], [2.96, 9.84], [5.31, 15.8], [8.5, 6.47], [2.66, 10.47], [4.5, 12.54], [10.51, 7.47], [26.26, 17.32]]
epoch: 84
loss: 0.9999999922883478
dilation rates: [[3.67, 2.33], [2.55, 5.4], [2.51, 4.45], [6.66, 12.44], [1.54, 7.85], [2.7, 9.86], [5.34, 15.82], [8.39, 6.39], [2.48, 10.58], [4.55, 12.78], [10.45, 7.55], [26.53, 17.49]]
epoch: 85
loss: 0.9999999906817536
dilation rates: [[4.42, 2.61], [2.65, 6.07], [2.59, 4.49], [6.69, 12.47], [1.6, 7.7], [2.63, 9.66], [5.34, 15.55], [8.64, 6.56], [2.74, 10.54], [4.59, 12.67], [10.6, 7.56], [26.56, 17.45]]
epoch: 86
loss: 0.9999999910030725
dilation rates: [[4.48, 2.41], [2.49, 5.51], [2.33, 4.44], [6.69, 12.75], [1.57, 7.89], [2.53, 9.69], [5.13, 15.96], [8.44, 6.48], [2.56, 10.67], [4.43, 12.78], [10.47, 7.49], [26.4, 17.46]]
epoch: 87
loss: 0.9999999910030725
dilation rates: [[4.4, 2.11], [2.02, 5.49], [2.48, 4.34], [6.67, 12.71], [1.58, 8.09], [3.16, 9.61], [5.43, 15.94], [8.49, 6.53], [2.73, 10.54], [4.64, 12.82], [10.51, 7.53], [26.53, 17.34]]
epoch: 88
loss: 0.9999999922883478
dilation rates: [[3.91, 2.29], [2.23, 5.8], [2.42, 4.41], [6.76, 12.51], [1.5, 8.16], [3.04, 9.58], [5.52, 16.24], [8.46, 6.24], [2.53, 10.63], [4.68, 12.97], [10.51, 7.57], [26.42, 17.24]]
epoch: 89
loss: 0.9999999913243913
dilation rates: [[4.22, 2.52], [2.55, 5.25], [2.52, 4.41], [6.63, 12.55], [1.65, 7.96], [3.48, 9.82], [5.38, 16.11], [8.49, 6.46], [2.52, 10.52], [4.53, 12.9], [10.49, 7.47], [26.51, 17.49]]
epoch: 90
loss: 0.9999999918063696
dilation rates: [[4.35, 2.48], [2.32, 5.73], [1.77, 4.66], [6.76, 13.13], [1.71, 8.14], [3.09, 10.16], [5.46, 16.24], [8.48, 6.45], [2.58, 10.57], [4.45, 13.11], [10.49, 7.6], [26.28, 17.47]]
epoch: 91
loss: 0.9999999905210942
dilation rates: [[4.31, 2.33], [2.5, 5.49], [2.46, 4.52], [6.91, 13.36], [1.55, 8.35], [3.52, 9.98], [5.41, 16.44], [8.5, 6.52], [2.57, 10.67], [4.49, 13.29], [10.48, 7.55], [26.43, 17.58]]
epoch: 92
loss: 0.9999999926096667
dilation rates: [[3.94, 2.18], [2.32, 5.59], [2.54, 4.48], [6.51, 13.57], [1.5, 8.42], [3.17, 10.17], [5.38, 16.36], [8.53, 6.5], [2.49, 10.6], [4.58, 13.28], [10.5, 7.61], [26.33, 17.19]]
epoch: 93
loss: 0.9999999897177971
dilation rates: [[4.1, 2.45], [2.39, 5.91], [2.49, 4.12], [6.77, 13.42], [1.55, 8.53], [2.84, 10.42], [5.37, 16.33], [8.52, 6.49], [2.57, 10.64], [4.5, 13.29], [10.51, 7.45], [26.46, 17.55]]
epoch: 94
loss: 0.9999999918063696
dilation rates: [[4.5, 2.5], [2.38, 5.77], [2.54, 4.34], [6.59, 13.04], [1.64, 8.47], [2.75, 10.61], [5.21, 16.42], [8.52, 6.51], [2.72, 10.51], [4.68, 13.29], [10.42, 7.57], [26.43, 17.53]]
epoch: 95
loss: 0.9999999890751594
dilation rates: [[4.4, 2.46], [2.41, 5.79], [2.46, 4.39], [6.97, 13.55], [1.49, 8.42], [3.07, 10.54], [5.39, 16.41], [8.53, 6.48], [2.64, 10.69], [4.73, 13.51], [10.5, 7.85], [26.56, 17.88]]
epoch: 96
loss: 0.9999999914850507
dilation rates: [[4.52, 2.41], [2.52, 5.92], [2.45, 4.43], [7.07, 13.46], [1.66, 8.25], [3.24, 10.29], [5.12, 16.56], [8.58, 6.49], [2.58, 10.78], [4.55, 13.5], [10.57, 7.89], [26.49, 17.88]]
epoch: 97
loss: 0.9999999926096667
dilation rates: [[4.18, 2.54], [2.74, 6.05], [2.48, 4.62], [7.38, 13.65], [1.53, 8.61], [3.11, 10.49], [5.28, 16.53], [8.58, 6.53], [2.6, 10.96], [4.49, 13.51], [10.57, 7.72], [26.32, 17.91]]
epoch: 98
loss: 0.9999999901997754
dilation rates: [[4.79, 2.36], [2.49, 6.42], [2.59, 4.54], [7.33, 13.58], [1.85, 8.53], [3.4, 10.65], [5.59, 16.84], [8.59, 6.43], [2.77, 10.97], [4.73, 13.66], [10.82, 7.87], [26.51, 17.99]]
epoch: 99
loss: 0.9999999905210942
dilation rates: [[4.52, 2.43], [2.68, 6.33], [2.5, 4.58], [7.13, 13.99], [1.49, 8.63], [3.46, 10.78], [5.5, 17.03], [8.87, 6.51], [2.52, 11.15], [4.68, 13.53], [10.88, 8.12], [26.78, 17.69]]
IOU: [97.06, 77.25, 88.77, 32.01, 46.76, 53.33, 49.67, 60.95, 90.37, 57.04, 92.98, 64.99, 40.99, 91.38, 59.7, 61.92, 24.74, 26.91, 57.41]
mIOU: 61.8, mIOU_reduced: 64.24, accuracy: 93.86
epoch: 100
loss: 0.9999999895571378
dilation rates: [[4.61, 2.5], [2.51, 6.32], [2.49, 4.65], [7.48, 14.37], [1.44, 8.41], [3.32, 10.94], [5.48, 17.01], [8.87, 6.63], [2.48, 11.17], [5.34, 13.55], [11.06, 8.18], [26.88, 17.97]]
epoch: 101
loss: 0.9999999910030725
dilation rates: [[4.86, 2.43], [2.69, 6.4], [2.6, 4.57], [7.13, 14.17], [1.57, 8.37], [3.04, 10.96], [5.11, 17.18], [8.71, 6.54], [2.62, 11.12], [4.75, 13.65], [11.37, 8.24], [26.79, 18.24]]
epoch: 102
loss: 0.9999999910030725
dilation rates: [[4.6, 2.51], [2.32, 6.45], [2.33, 4.46], [7.15, 14.36], [1.56, 8.5], [3.51, 11.03], [5.49, 17.11], [8.8, 6.65], [2.75, 11.34], [4.92, 13.57], [11.07, 7.98], [26.81, 18.5]]
epoch: 103
loss: 0.9999999895571378
dilation rates: [[4.35, 2.48], [2.46, 5.91], [2.48, 4.39], [6.8, 14.04], [1.59, 8.46], [3.07, 10.85], [5.35, 17.42], [8.76, 6.49], [2.5, 11.42], [4.73, 13.47], [11.26, 8.21], [26.74, 18.21]]
epoch: 104
loss: 0.9999999908424131
dilation rates: [[4.42, 2.71], [2.49, 5.74], [2.69, 4.35], [7.01, 14.34], [1.98, 8.55], [3.33, 10.78], [5.4, 17.5], [8.64, 6.54], [2.55, 11.35], [4.51, 13.54], [11.11, 7.95], [26.85, 18.38]]
epoch: 105
loss: 0.9999999916457102
dilation rates: [[4.41, 1.7], [2.51, 5.73], [2.42, 4.14], [7.1, 14.27], [1.63, 8.4], [2.99, 11.21], [5.51, 17.45], [8.97, 6.48], [2.65, 11.43], [4.75, 13.55], [11.16, 7.96], [26.84, 18.21]]
epoch: 106
loss: 0.9999999914850507
dilation rates: [[4.85, 2.48], [2.55, 6.29], [2.51, 4.12], [6.64, 14.37], [1.47, 8.42], [2.83, 11.28], [5.25, 17.37], [9.0, 6.46], [2.48, 11.48], [4.66, 13.49], [11.14, 8.23], [27.03, 18.34]]
epoch: 107
loss: 0.9999999897177971
dilation rates: [[4.5, 2.44], [2.62, 6.5], [2.55, 4.45], [7.09, 14.37], [1.91, 8.56], [3.19, 11.16], [5.52, 17.5], [9.31, 6.57], [2.69, 11.58], [4.9, 13.5], [11.32, 8.45], [27.15, 18.15]]
epoch: 108
loss: 0.999999991967029
dilation rates: [[4.25, 2.23], [2.49, 6.64], [2.45, 4.47], [7.26, 14.48], [1.71, 8.61], [2.88, 11.42], [5.52, 17.68], [9.5, 6.53], [2.52, 11.8], [5.28, 13.83], [11.44, 8.48], [26.88, 18.5]]
epoch: 109
loss: 0.9999999916457102
dilation rates: [[4.43, 2.58], [2.58, 6.77], [2.41, 4.56], [7.68, 14.42], [1.57, 8.49], [3.41, 11.3], [5.47, 17.94], [9.38, 6.62], [2.66, 11.67], [4.93, 14.12], [11.38, 8.44], [26.83, 18.49]]
epoch: 110
loss: 0.9999999913243913
dilation rates: [[4.4, 2.47], [2.53, 6.36], [2.52, 4.52], [7.47, 14.24], [1.66, 8.53], [3.4, 11.4], [5.62, 17.84], [9.36, 6.48], [2.63, 11.43], [5.23, 14.21], [11.38, 8.39], [26.8, 18.22]]
epoch: 111
loss: 0.9999999929309855
dilation rates: [[4.29, 2.5], [2.46, 6.45], [2.31, 4.33], [7.62, 14.36], [1.6, 8.55], [3.57, 11.54], [5.59, 17.94], [9.54, 6.57], [2.55, 11.58], [5.33, 14.34], [11.44, 8.34], [26.98, 18.0]]
epoch: 112
loss: 0.9999999922883478
dilation rates: [[4.33, 2.64], [2.37, 6.36], [2.64, 4.47], [7.39, 14.84], [1.51, 8.52], [3.34, 11.51], [5.5, 18.03], [9.51, 6.45], [2.63, 11.63], [4.94, 14.43], [11.34, 8.51], [27.26, 18.3]]
epoch: 113
loss: 0.9999999914850507
dilation rates: [[4.66, 2.38], [2.54, 6.16], [2.52, 4.52], [7.43, 14.65], [1.97, 8.49], [3.39, 11.52], [5.5, 17.99], [9.47, 6.52], [2.54, 11.56], [4.72, 14.43], [11.48, 8.46], [27.19, 18.57]]
epoch: 114
loss: 0.9999999910030725
dilation rates: [[4.56, 2.22], [2.58, 6.48], [2.47, 4.55], [7.78, 14.56], [1.56, 8.88], [3.36, 11.35], [5.53, 17.93], [9.47, 6.49], [2.53, 11.54], [4.62, 14.46], [11.32, 8.32], [27.65, 18.44]]
epoch: 115
loss: 0.999999990039116
dilation rates: [[4.41, 2.36], [2.51, 7.3], [2.61, 4.48], [7.81, 14.74], [1.8, 9.03], [3.52, 11.49], [5.52, 17.97], [9.41, 6.53], [2.57, 11.69], [4.78, 14.62], [11.51, 8.35], [27.72, 18.54]]
epoch: 116
loss: 0.9999999934129638
dilation rates: [[4.52, 2.53], [2.38, 7.07], [2.5, 4.48], [7.9, 14.54], [1.52, 8.94], [3.44, 11.55], [5.45, 17.96], [9.43, 6.5], [2.55, 11.83], [5.25, 14.49], [11.48, 8.12], [27.75, 18.47]]
epoch: 117
loss: 0.9999999913243913
dilation rates: [[4.57, 2.44], [2.49, 6.6], [2.31, 4.49], [7.63, 14.86], [1.48, 8.84], [3.46, 11.46], [5.64, 17.86], [9.51, 6.67], [2.79, 11.99], [5.4, 14.54], [11.5, 8.49], [27.86, 18.45]]
epoch: 118
loss: 0.9999999927703261
dilation rates: [[4.57, 2.99], [2.65, 6.44], [2.56, 4.48], [7.55, 14.83], [1.59, 8.99], [3.46, 11.82], [5.66, 18.01], [9.56, 6.83], [2.53, 12.14], [5.28, 14.64], [11.52, 8.46], [27.97, 18.77]]
epoch: 119
loss: 0.999999991967029
dilation rates: [[4.25, 2.46], [2.59, 6.45], [3.11, 4.53], [7.45, 14.44], [1.48, 9.05], [3.65, 11.96], [5.53, 17.95], [9.46, 6.67], [2.63, 12.2], [5.29, 14.71], [11.19, 8.5], [27.62, 18.7]]
epoch: 120
loss: 0.9999999905210942
dilation rates: [[4.53, 2.28], [2.51, 6.38], [2.54, 4.59], [7.65, 14.74], [1.58, 9.09], [3.49, 11.91], [5.53, 17.96], [9.51, 6.76], [2.67, 12.26], [5.43, 14.53], [11.49, 8.48], [27.47, 18.62]]
epoch: 121
loss: 0.9999999924490073
dilation rates: [[4.71, 2.49], [2.42, 6.65], [2.47, 4.57], [7.65, 14.03], [1.51, 8.85], [3.54, 11.69], [5.58, 17.86], [9.53, 6.91], [2.56, 12.36], [5.44, 14.44], [11.53, 8.45], [27.55, 18.57]]
epoch: 122
loss: 0.9999999895571378
dilation rates: [[4.43, 2.54], [2.39, 6.61], [2.5, 4.38], [7.75, 14.35], [1.76, 8.59], [3.53, 11.32], [5.53, 17.73], [9.52, 7.02], [2.64, 12.53], [5.35, 14.53], [11.57, 8.47], [27.56, 18.76]]
epoch: 123
loss: 0.9999999916457102
dilation rates: [[4.36, 2.36], [2.72, 6.5], [2.76, 4.47], [8.37, 14.57], [1.67, 8.82], [3.44, 11.56], [5.46, 17.79], [9.67, 6.86], [2.51, 12.51], [5.32, 14.7], [11.63, 8.41], [27.57, 18.77]]
epoch: 124
loss: 0.9999999903604349
dilation rates: [[4.34, 2.52], [2.43, 6.42], [2.6, 4.55], [7.78, 14.56], [1.58, 8.61], [3.49, 11.51], [5.55, 17.89], [9.84, 7.01], [2.66, 12.53], [4.9, 14.63], [11.59, 8.46], [27.5, 18.81]]
IOU: [97.2, 78.69, 89.21, 38.53, 48.98, 53.94, 48.52, 64.7, 90.72, 55.28, 92.21, 70.3, 45.01, 92.07, 57.97, 74.57, 39.9, 32.5, 61.24]
mIOU: 64.82, mIOU_reduced: 66.19, accuracy: 94.26
epoch: 125
loss: 0.9999999922883478
dilation rates: [[4.55, 2.41], [2.82, 6.57], [2.64, 4.74], [8.45, 14.79], [1.69, 8.86], [3.46, 11.38], [5.63, 18.31], [9.81, 7.29], [2.51, 12.57], [5.31, 14.69], [11.52, 8.36], [27.56, 18.81]]
epoch: 126
loss: 0.9999999895571378
dilation rates: [[4.61, 2.18], [2.47, 6.5], [2.5, 4.9], [8.09, 15.09], [1.51, 8.48], [3.53, 11.6], [5.47, 18.39], [9.45, 7.12], [2.62, 12.44], [5.44, 14.5], [11.45, 8.5], [27.64, 18.85]]
epoch: 127
loss: 0.9999999914850507
dilation rates: [[4.34, 2.51], [2.44, 6.3], [2.61, 4.37], [7.92, 14.79], [1.51, 8.76], [3.38, 11.5], [5.51, 18.38], [9.52, 7.12], [2.48, 12.56], [5.28, 14.39], [11.35, 8.39], [27.64, 18.74]]
epoch: 128
loss: 0.9999999910030725
dilation rates: [[4.36, 2.83], [2.44, 6.34], [2.37, 4.78], [8.06, 14.45], [1.5, 9.26], [3.52, 11.57], [5.73, 18.57], [9.51, 7.27], [2.65, 12.42], [5.4, 14.53], [11.51, 8.51], [27.66, 18.87]]
epoch: 129
loss: 0.9999999905210942
dilation rates: [[4.52, 2.29], [2.48, 6.7], [2.38, 4.57], [8.2, 14.9], [1.81, 9.52], [3.42, 11.57], [5.5, 18.57], [9.52, 7.34], [2.53, 12.49], [5.09, 14.46], [11.53, 8.42], [27.57, 19.1]]
epoch: 130
loss: 0.999999991967029
dilation rates: [[4.56, 2.58], [2.51, 6.51], [2.51, 4.46], [8.08, 15.35], [1.56, 9.3], [3.47, 11.51], [5.51, 18.48], [9.51, 7.49], [2.64, 12.51], [5.21, 14.49], [11.49, 8.37], [27.51, 18.72]]
epoch: 131
loss: 0.9999999913243913
dilation rates: [[4.47, 2.37], [2.47, 6.2], [2.51, 4.46], [7.7, 14.97], [1.74, 8.93], [3.44, 11.67], [5.65, 18.78], [9.5, 7.25], [2.53, 12.5], [5.35, 14.64], [11.42, 8.47], [27.78, 18.78]]
epoch: 132
loss: 0.9999999903604349
dilation rates: [[4.57, 2.62], [2.5, 6.51], [2.43, 4.69], [7.69, 15.11], [1.5, 9.11], [3.5, 11.61], [5.58, 18.95], [9.76, 7.27], [2.59, 12.6], [5.11, 14.66], [11.44, 8.36], [27.77, 18.78]]
epoch: 133
loss: 0.9999999910030725
dilation rates: [[4.35, 2.48], [2.47, 6.64], [2.64, 4.56], [7.64, 15.35], [1.82, 9.53], [3.37, 11.71], [5.39, 18.75], [9.75, 7.43], [2.47, 12.53], [5.45, 14.53], [11.53, 8.49], [27.94, 18.65]]
epoch: 134
loss: 0.9999999914850507
dilation rates: [[4.32, 2.42], [2.51, 6.49], [2.41, 4.52], [7.62, 15.66], [1.78, 9.33], [3.51, 11.9], [5.95, 18.76], [9.8, 7.34], [2.5, 12.59], [4.67, 14.64], [11.55, 8.5], [28.09, 18.87]]
epoch: 135
loss: 0.9999999924490073
dilation rates: [[4.54, 2.65], [2.49, 6.81], [2.46, 4.58], [7.95, 15.26], [1.51, 9.48], [3.48, 11.67], [5.75, 18.84], [9.79, 7.24], [2.58, 12.69], [4.67, 14.63], [11.6, 8.5], [28.2, 19.1]]
epoch: 136
loss: 0.9999999913243913
dilation rates: [[4.51, 2.46], [2.45, 6.66], [2.56, 4.49], [8.25, 15.56], [1.47, 9.4], [3.35, 11.91], [5.94, 18.98], [9.9, 7.42], [2.53, 12.65], [4.82, 14.61], [11.85, 8.63], [28.45, 19.01]]
epoch: 137
loss: 0.999999991967029
dilation rates: [[4.41, 2.51], [2.4, 6.46], [2.51, 4.54], [8.45, 15.41], [1.78, 9.67], [3.48, 11.83], [5.94, 18.91], [10.01, 7.5], [2.52, 12.74], [5.13, 14.53], [11.7, 8.57], [28.36, 19.09]]
epoch: 138
loss: 0.9999999908424131
dilation rates: [[4.52, 2.44], [2.49, 6.58], [2.67, 4.55], [8.11, 15.39], [1.65, 9.36], [3.38, 11.79], [5.81, 18.84], [9.97, 7.47], [2.48, 12.58], [5.34, 14.55], [11.52, 8.51], [28.19, 18.98]]
epoch: 139
loss: 0.9999999914850507
dilation rates: [[4.5, 2.57], [2.55, 6.71], [2.48, 4.39], [7.56, 15.38], [1.49, 9.41], [3.52, 11.74], [5.73, 18.98], [9.91, 7.45], [2.57, 12.59], [4.82, 14.54], [11.55, 8.41], [28.39, 19.46]]
epoch: 140
loss: 0.9999999927703261
dilation rates: [[4.54, 2.18], [2.54, 6.84], [2.51, 4.6], [7.86, 15.46], [1.68, 9.57], [3.53, 12.1], [5.74, 19.04], [9.97, 7.5], [2.81, 12.66], [5.42, 14.64], [11.51, 8.43], [28.49, 19.4]]
epoch: 141
loss: 0.9999999916457102
dilation rates: [[3.84, 2.26], [2.57, 6.9], [2.57, 4.55], [7.51, 15.18], [1.53, 9.58], [3.45, 11.97], [5.52, 19.44], [9.82, 7.48], [2.53, 12.81], [5.4, 14.75], [11.55, 8.54], [28.32, 19.36]]
epoch: 142
loss: 0.9999999927703261
dilation rates: [[4.46, 2.85], [2.58, 6.87], [2.4, 4.63], [7.5, 15.11], [1.5, 9.57], [3.5, 11.68], [5.6, 19.4], [9.86, 7.48], [2.51, 12.63], [5.13, 14.75], [11.43, 8.48], [28.33, 19.33]]
epoch: 143
loss: 0.9999999903604349
dilation rates: [[4.57, 2.46], [2.65, 6.5], [2.49, 4.73], [7.73, 15.07], [1.57, 9.6], [3.49, 11.64], [5.56, 19.5], [9.68, 7.38], [2.58, 12.84], [5.01, 14.78], [11.47, 8.35], [28.3, 19.34]]
epoch: 144
loss: 0.9999999916457102
dilation rates: [[4.59, 2.55], [2.95, 7.07], [2.49, 4.7], [7.73, 14.98], [1.57, 9.4], [3.39, 11.47], [5.51, 19.42], [9.71, 7.32], [2.75, 12.83], [5.49, 14.84], [11.77, 8.61], [28.39, 19.22]]
epoch: 145
loss: 0.9999999918063696
dilation rates: [[4.56, 2.5], [2.49, 7.11], [2.48, 5.1], [8.1, 15.38], [1.64, 9.42], [3.4, 11.56], [6.1, 19.27], [9.78, 7.6], [2.6, 12.88], [5.46, 15.09], [11.6, 8.78], [28.3, 19.28]]
epoch: 146
loss: 0.9999999918063696
dilation rates: [[4.95, 2.68], [2.49, 6.96], [2.57, 4.73], [8.52, 15.64], [1.57, 9.7], [3.59, 11.91], [6.0, 18.92], [10.07, 7.49], [2.59, 13.01], [5.53, 15.27], [11.67, 8.83], [28.3, 19.69]]
epoch: 147
loss: 0.9999999930916449
dilation rates: [[4.74, 2.58], [2.71, 6.88], [2.49, 4.68], [8.38, 15.48], [1.58, 9.62], [3.5, 11.82], [5.8, 18.99], [10.17, 7.52], [2.79, 13.03], [5.51, 15.3], [11.64, 8.5], [28.16, 19.39]]
epoch: 148
loss: 0.9999999929309855
dilation rates: [[4.22, 2.62], [2.3, 6.64], [2.48, 4.51], [8.3, 15.54], [1.54, 9.42], [3.4, 12.3], [5.64, 19.08], [10.21, 7.32], [2.52, 13.18], [5.44, 15.16], [11.55, 8.38], [28.35, 19.37]]
epoch: 149
loss: 0.9999999908424131
dilation rates: [[4.39, 2.45], [2.65, 6.68], [2.55, 5.17], [8.62, 15.47], [1.9, 9.48], [3.57, 12.53], [5.98, 19.07], [10.46, 7.55], [2.7, 13.27], [5.52, 15.44], [11.71, 8.58], [28.56, 19.5]]
IOU: [97.12, 78.35, 89.28, 35.6, 46.89, 52.79, 51.28, 67.86, 89.73, 55.26, 93.6, 70.65, 40.13, 91.6, 57.19, 69.71, 61.81, 26.3, 66.74]
mIOU: 65.36, mIOU_reduced: 65.82, accuracy: 94.17
epoch: 150
loss: 0.9999999926096667
dilation rates: [[4.51, 2.47], [2.5, 6.65], [2.54, 5.13], [8.36, 15.43], [1.54, 9.57], [3.48, 12.46], [6.13, 19.16], [10.48, 7.47], [2.73, 13.22], [5.25, 15.49], [11.54, 8.51], [28.49, 19.5]]
epoch: 151
loss: 0.9999999926096667
dilation rates: [[4.25, 2.54], [2.64, 6.48], [2.71, 4.79], [7.62, 15.76], [1.5, 9.58], [3.47, 12.54], [6.07, 19.4], [10.49, 7.41], [2.55, 13.15], [5.35, 15.48], [11.58, 8.6], [28.49, 19.39]]
epoch: 152
loss: 0.9999999918063696
dilation rates: [[4.58, 2.45], [2.43, 7.14], [2.68, 4.49], [7.89, 15.62], [1.69, 9.64], [3.51, 12.51], [6.4, 19.53], [10.55, 7.52], [2.75, 13.34], [5.44, 15.45], [11.97, 8.49], [28.41, 19.5]]
epoch: 153
loss: 0.9999999908424131
dilation rates: [[4.5, 2.57], [2.62, 6.83], [2.49, 4.45], [8.22, 15.38], [1.52, 9.48], [3.49, 12.51], [5.91, 19.41], [10.23, 7.55], [2.56, 13.25], [5.51, 15.36], [11.76, 8.45], [28.55, 19.36]]
epoch: 154
loss: 0.9999999924490073
dilation rates: [[4.44, 2.27], [2.92, 6.37], [2.67, 4.5], [8.26, 15.68], [1.77, 9.51], [3.41, 12.57], [6.11, 19.71], [10.42, 7.58], [2.68, 13.34], [5.51, 15.48], [11.79, 8.47], [28.4, 19.6]]
epoch: 155
loss: 0.9999999929309855
dilation rates: [[4.86, 2.44], [2.59, 6.65], [2.59, 4.71], [8.47, 15.85], [1.7, 9.3], [3.34, 12.61], [6.19, 19.88], [10.32, 7.46], [2.72, 13.47], [5.46, 15.54], [11.76, 8.42], [28.59, 19.44]]
epoch: 156
loss: 0.9999999935736232
dilation rates: [[4.68, 2.48], [2.57, 6.47], [2.49, 4.7], [8.52, 15.33], [1.37, 9.28], [3.38, 12.72], [6.17, 19.85], [10.45, 7.46], [2.6, 13.39], [5.24, 15.47], [11.5, 8.52], [28.63, 19.3]]
epoch: 157
loss: 0.9999999916457102
dilation rates: [[4.49, 2.49], [2.55, 6.99], [2.66, 5.07], [8.53, 15.52], [1.46, 9.5], [3.57, 12.5], [6.31, 19.7], [10.5, 7.53], [2.5, 13.59], [5.55, 15.45], [11.84, 8.71], [28.59, 19.48]]
epoch: 158
loss: 0.9999999916457102
dilation rates: [[4.46, 2.34], [2.51, 7.02], [2.5, 4.76], [8.48, 15.55], [1.71, 9.62], [3.29, 12.6], [6.2, 19.77], [10.28, 7.16], [2.74, 13.55], [5.53, 15.51], [12.01, 8.48], [28.53, 19.5]]
epoch: 159
loss: 0.9999999910030725
dilation rates: [[4.52, 2.51], [2.47, 6.56], [2.49, 4.5], [8.35, 15.44], [1.56, 9.57], [3.46, 12.56], [6.5, 19.72], [10.23, 7.32], [2.51, 13.57], [5.47, 15.63], [11.61, 8.3], [28.69, 19.52]]
epoch: 160
loss: 0.9999999922883478
dilation rates: [[4.77, 2.42], [2.59, 6.83], [2.67, 4.83], [8.56, 15.6], [1.6, 9.62], [3.53, 12.43], [6.49, 19.68], [10.45, 7.35], [2.55, 13.49], [5.49, 15.44], [11.66, 8.44], [28.57, 19.37]]
epoch: 161
loss: 0.999999990039116
dilation rates: [[4.49, 2.25], [2.33, 6.48], [2.57, 5.07], [8.7, 15.84], [1.76, 9.2], [3.47, 12.63], [6.4, 19.64], [10.42, 7.35], [2.59, 13.57], [5.4, 15.55], [11.69, 8.4], [28.66, 19.48]]
epoch: 162
loss: 0.9999999945375797
dilation rates: [[4.56, 2.56], [2.55, 7.12], [2.5, 4.59], [8.55, 15.54], [1.6, 9.27], [3.53, 12.38], [6.5, 19.78], [10.48, 7.46], [2.75, 13.55], [5.39, 15.65], [11.61, 8.54], [28.49, 19.54]]
epoch: 163
loss: 0.9999999910030725
dilation rates: [[4.33, 2.48], [2.32, 6.94], [2.55, 4.49], [9.01, 16.09], [1.55, 9.19], [3.42, 12.55], [6.45, 19.97], [10.4, 7.43], [2.59, 13.6], [5.49, 15.53], [11.57, 8.52], [28.53, 19.55]]
epoch: 164
loss: 0.9999999927703261
dilation rates: [[4.65, 2.43], [2.44, 6.83], [2.6, 4.85], [8.6, 16.02], [1.64, 9.12], [3.54, 12.63], [6.64, 19.89], [10.24, 7.59], [2.49, 13.52], [5.48, 15.44], [11.53, 8.51], [28.72, 19.61]]
epoch: 165
loss: 0.9999999927703261
dilation rates: [[4.9, 2.26], [2.55, 6.85], [2.56, 4.58], [8.64, 16.05], [1.65, 9.42], [3.59, 12.7], [6.38, 19.96], [10.44, 7.45], [2.61, 13.5], [5.1, 15.48], [11.63, 8.48], [28.68, 19.55]]
epoch: 166
loss: 0.9999999926096667
dilation rates: [[4.55, 2.46], [2.53, 7.46], [2.59, 4.54], [8.38, 15.84], [1.48, 9.69], [3.44, 12.83], [6.39, 20.21], [10.56, 7.59], [2.52, 13.57], [5.54, 15.49], [11.59, 8.76], [28.47, 19.49]]
epoch: 167
loss: 0.9999999930916449
dilation rates: [[4.41, 2.52], [2.49, 6.93], [2.88, 4.79], [8.66, 15.43], [1.65, 9.76], [3.55, 12.91], [6.82, 20.15], [10.57, 7.51], [2.55, 13.6], [5.48, 15.64], [11.62, 8.75], [28.63, 19.65]]
epoch: 168
loss: 0.9999999906817536
dilation rates: [[4.63, 2.61], [2.59, 7.53], [2.96, 4.68], [8.36, 15.9], [1.7, 9.68], [3.5, 13.06], [6.66, 20.26], [10.53, 7.44], [2.51, 13.86], [5.29, 15.62], [11.87, 8.58], [28.77, 19.56]]
epoch: 169
loss: 0.9999999913243913
dilation rates: [[4.77, 2.42], [2.45, 7.79], [2.53, 4.92], [8.57, 16.02], [1.51, 10.1], [3.6, 13.04], [6.51, 20.37], [10.52, 7.41], [2.66, 13.98], [5.52, 15.71], [12.16, 8.65], [28.73, 19.79]]
epoch: 170
loss: 0.9999999906817536
dilation rates: [[5.37, 2.62], [2.52, 7.68], [2.55, 5.64], [8.59, 16.18], [1.59, 10.29], [3.48, 13.11], [6.51, 20.58], [10.51, 7.78], [2.67, 13.87], [5.57, 15.7], [12.28, 8.68], [28.67, 20.01]]
epoch: 171
loss: 0.9999999926096667
dilation rates: [[4.51, 2.28], [2.6, 7.45], [2.8, 5.48], [8.65, 16.24], [1.59, 9.92], [3.52, 13.25], [6.49, 20.58], [10.58, 7.41], [2.51, 13.73], [5.49, 15.48], [12.22, 8.56], [28.75, 19.85]]
epoch: 172
loss: 0.999999991163732
dilation rates: [[4.73, 2.5], [2.43, 7.51], [2.47, 4.84], [8.52, 16.02], [1.8, 9.81], [3.55, 13.11], [6.46, 20.7], [10.66, 7.49], [2.62, 13.77], [5.52, 15.6], [12.31, 8.69], [28.73, 19.74]]
epoch: 173
loss: 0.9999999913243913
dilation rates: [[4.6, 2.45], [2.53, 7.53], [2.5, 5.31], [8.65, 16.32], [1.63, 9.62], [3.4, 13.27], [6.47, 20.82], [10.75, 7.59], [2.5, 13.77], [5.51, 15.53], [12.28, 8.5], [28.7, 19.61]]
epoch: 174
loss: 0.9999999929309855
dilation rates: [[4.45, 2.59], [2.57, 7.52], [2.53, 5.12], [8.34, 16.22], [1.65, 9.51], [3.56, 13.21], [6.54, 20.98], [10.53, 7.4], [2.54, 13.79], [5.31, 15.59], [12.31, 8.52], [28.51, 19.55]]
IOU: [97.54, 79.5, 89.54, 44.37, 52.88, 53.19, 52.28, 66.31, 90.91, 54.56, 93.7, 73.54, 48.94, 92.32, 60.55, 73.34, 60.27, 39.95, 68.12]
mIOU: 67.99, mIOU_reduced: 68.6, accuracy: 94.61
epoch: 175
loss: 0.9999999937342826
dilation rates: [[4.73, 2.62], [2.39, 7.45], [2.48, 4.61], [8.55, 16.44], [1.63, 9.55], [3.5, 13.24], [6.48, 21.19], [10.58, 7.49], [2.52, 13.73], [5.27, 15.57], [12.47, 8.57], [28.65, 19.62]]
epoch: 176
loss: 0.9999999922883478
dilation rates: [[4.75, 2.54], [2.31, 7.45], [2.29, 4.73], [8.55, 16.49], [2.44, 9.52], [3.62, 13.21], [6.5, 21.47], [10.64, 7.5], [2.74, 13.72], [5.5, 15.55], [12.51, 8.55], [28.64, 19.69]]
epoch: 177
loss: 0.9999999927703261
dilation rates: [[4.67, 2.55], [2.61, 7.57], [2.49, 4.59], [8.5, 16.6], [1.5, 9.7], [3.41, 13.44], [6.49, 21.53], [10.67, 7.42], [2.49, 13.72], [5.43, 15.52], [12.4, 8.58], [28.69, 19.95]]
epoch: 178
loss: 0.9999999945375797
dilation rates: [[4.46, 2.47], [2.51, 7.36], [2.6, 4.55], [8.56, 16.61], [1.5, 9.91], [3.53, 13.34], [6.38, 21.57], [10.51, 7.52], [2.5, 13.68], [4.94, 15.49], [12.3, 8.52], [28.56, 19.76]]
epoch: 179
loss: 0.9999999921276884
dilation rates: [[4.96, 2.48], [2.51, 8.04], [2.55, 5.03], [8.46, 16.83], [1.57, 10.19], [3.5, 13.62], [6.42, 21.6], [10.54, 7.52], [2.7, 13.78], [5.52, 15.58], [12.48, 8.69], [28.54, 19.89]]
epoch: 180
loss: 0.9999999921276884
dilation rates: [[4.79, 2.53], [2.51, 7.81], [2.47, 5.29], [9.09, 17.07], [1.47, 10.13], [3.34, 13.56], [6.54, 21.83], [10.58, 7.61], [2.63, 13.84], [5.27, 15.57], [12.44, 8.81], [28.8, 20.28]]
epoch: 181
loss: 0.9999999922883478
dilation rates: [[4.57, 2.57], [2.63, 7.72], [2.63, 5.22], [8.57, 16.99], [1.8, 10.02], [3.62, 13.57], [6.32, 22.14], [10.71, 7.45], [2.52, 13.85], [5.46, 15.52], [12.42, 8.59], [28.84, 19.99]]
epoch: 182
loss: 0.9999999913243913
dilation rates: [[4.97, 2.55], [2.59, 7.5], [2.53, 5.48], [8.83, 16.66], [1.67, 10.27], [3.47, 13.43], [6.48, 22.08], [10.85, 7.59], [2.7, 13.94], [5.45, 15.5], [12.52, 8.65], [29.06, 20.18]]
epoch: 183
loss: 0.9999999914850507
dilation rates: [[4.6, 2.46], [2.74, 7.41], [2.68, 4.96], [8.57, 16.86], [1.52, 9.98], [3.51, 13.35], [6.56, 22.2], [10.74, 7.55], [2.58, 13.98], [5.5, 15.71], [12.49, 8.75], [29.23, 20.43]]
epoch: 184
loss: 0.9999999924490073
dilation rates: [[4.64, 2.83], [2.9, 7.34], [2.7, 5.54], [8.57, 16.71], [2.03, 10.28], [3.69, 13.57], [6.62, 22.05], [10.7, 7.51], [2.82, 14.06], [5.56, 15.54], [12.59, 8.62], [29.47, 20.28]]
epoch: 185
loss: 0.9999999921276884
dilation rates: [[4.61, 2.48], [2.52, 7.5], [2.49, 5.15], [8.48, 16.54], [1.46, 10.2], [3.48, 13.63], [6.45, 22.43], [10.48, 7.45], [2.72, 14.16], [5.44, 15.49], [12.45, 8.63], [29.56, 20.28]]
epoch: 186
loss: 0.9999999918063696
dilation rates: [[4.45, 2.67], [2.67, 7.58], [2.77, 5.12], [8.42, 16.27], [1.79, 9.96], [3.53, 13.59], [6.36, 22.14], [10.51, 7.45], [2.5, 14.24], [5.34, 15.35], [12.44, 8.58], [29.41, 19.96]]
epoch: 187
loss: 0.9999999921276884
dilation rates: [[4.38, 2.65], [2.8, 7.4], [2.47, 4.8], [8.7, 16.31], [1.83, 10.27], [3.52, 13.43], [6.48, 22.11], [10.59, 7.51], [2.53, 14.36], [5.49, 15.67], [12.52, 8.68], [29.28, 19.92]]
epoch: 188
loss: 0.9999999935736232
dilation rates: [[4.52, 2.66], [3.08, 7.99], [2.6, 5.39], [9.16, 16.42], [1.49, 10.27], [3.58, 13.4], [6.45, 22.15], [10.54, 7.45], [2.79, 14.44], [5.48, 15.82], [12.43, 8.58], [29.13, 19.95]]
epoch: 189
loss: 0.9999999922883478
dilation rates: [[4.57, 2.36], [2.84, 7.41], [2.6, 4.54], [9.36, 16.44], [1.69, 10.44], [3.51, 13.52], [6.73, 21.89], [10.47, 7.5], [2.64, 14.42], [5.49, 15.77], [12.44, 8.79], [29.06, 19.53]]
epoch: 190
loss: 0.9999999918063696
dilation rates: [[4.75, 2.44], [2.5, 7.84], [2.68, 5.33], [9.36, 16.72], [1.51, 10.49], [3.49, 13.6], [6.58, 22.1], [10.58, 7.41], [2.68, 14.46], [5.46, 15.85], [12.49, 8.54], [29.17, 19.61]]
epoch: 191
loss: 0.9999999914850507
dilation rates: [[4.41, 2.68], [2.33, 7.48], [2.83, 5.41], [9.28, 16.83], [1.77, 10.36], [3.58, 13.82], [6.66, 22.49], [10.68, 7.52], [2.52, 14.42], [5.45, 16.09], [12.52, 8.75], [29.21, 19.95]]
epoch: 192
loss: 0.9999999914850507
dilation rates: [[4.82, 2.5], [2.52, 7.57], [2.52, 5.55], [8.99, 17.03], [1.51, 10.43], [3.74, 13.98], [6.51, 22.67], [10.5, 7.65], [2.68, 14.51], [5.63, 16.02], [12.56, 8.81], [29.14, 19.83]]
epoch: 193
loss: 0.9999999927703261
dilation rates: [[4.81, 2.76], [2.71, 7.75], [2.92, 5.38], [8.86, 17.27], [2.26, 10.63], [3.56, 13.72], [6.87, 22.72], [10.61, 7.72], [2.82, 14.52], [5.51, 15.93], [12.51, 8.98], [29.38, 19.73]]
epoch: 194
loss: 0.9999999921276884
dilation rates: [[4.77, 2.46], [2.49, 7.54], [2.62, 5.58], [8.52, 16.95], [1.61, 10.4], [3.77, 13.77], [6.52, 22.54], [10.53, 7.43], [2.65, 14.52], [5.51, 15.9], [12.42, 8.92], [29.47, 19.89]]
epoch: 195
loss: 0.999999991967029
dilation rates: [[4.3, 2.66], [2.8, 6.93], [2.49, 5.04], [8.39, 16.82], [1.54, 10.25], [3.64, 13.57], [6.45, 22.45], [10.43, 7.49], [2.63, 14.43], [5.48, 15.77], [12.42, 8.86], [29.51, 19.75]]
epoch: 196
loss: 0.9999999905210942
dilation rates: [[4.68, 2.43], [2.37, 6.8], [2.59, 4.77], [8.42, 17.11], [1.57, 10.22], [3.64, 13.59], [6.53, 22.63], [10.55, 7.52], [2.54, 14.53], [5.52, 15.95], [12.45, 8.7], [29.62, 19.52]]
epoch: 197
loss: 0.9999999924490073
dilation rates: [[4.94, 2.26], [2.53, 7.07], [2.55, 5.47], [8.49, 17.26], [1.86, 10.28], [3.58, 13.45], [6.49, 22.66], [10.43, 7.27], [2.59, 14.56], [5.57, 16.11], [12.55, 8.57], [29.61, 19.65]]
epoch: 198
loss: 0.999999991967029
dilation rates: [[4.75, 2.91], [2.43, 7.54], [2.45, 5.01], [8.62, 17.13], [1.94, 10.41], [3.55, 13.47], [6.61, 22.48], [10.67, 7.45], [2.58, 14.64], [5.52, 16.31], [12.52, 8.62], [29.61, 19.93]]
epoch: 199
loss: 0.9999999893964783
dilation rates: [[4.46, 2.5], [2.58, 7.78], [2.55, 5.46], [9.09, 17.09], [1.9, 10.42], [3.59, 13.32], [6.49, 22.28], [10.5, 7.51], [2.52, 14.76], [5.52, 16.53], [12.55, 8.69], [29.59, 20.05]]
IOU: [97.3, 77.87, 90.2, 42.46, 52.7, 56.53, 55.66, 69.18, 91.05, 56.6, 93.6, 74.67, 52.46, 92.01, 62.58, 69.02, 28.84, 29.06, 67.24]
mIOU: 66.26, mIOU_reduced: 68.66, accuracy: 94.6
epoch: 200
loss: 0.9999999927703261
dilation rates: [[4.6, 2.58], [2.35, 7.56], [2.77, 5.22], [8.8, 17.22], [1.77, 10.58], [3.51, 13.47], [6.57, 22.59], [10.74, 7.53], [2.62, 14.56], [5.5, 16.4], [12.48, 8.67], [29.61, 20.08]]
epoch: 201
loss: 0.9999999922883478
dilation rates: [[4.74, 2.46], [2.92, 7.23], [2.64, 4.64], [8.88, 17.05], [1.51, 10.56], [3.57, 13.49], [6.55, 22.81], [10.49, 7.52], [2.49, 14.49], [5.44, 16.47], [12.52, 8.54], [29.77, 20.02]]
epoch: 202
loss: 0.9999999927703261
dilation rates: [[5.01, 2.47], [2.51, 7.57], [2.73, 4.56], [9.02, 17.21], [1.8, 10.47], [3.51, 13.75], [6.53, 22.99], [10.6, 7.47], [2.68, 14.55], [5.41, 16.49], [12.56, 8.62], [29.76, 20.34]]
epoch: 203
loss: 0.9999999927703261
dilation rates: [[5.53, 2.41], [2.7, 7.52], [2.52, 4.59], [9.29, 17.17], [1.56, 10.5], [3.51, 13.47], [6.46, 22.87], [10.63, 7.49], [2.64, 14.42], [5.46, 16.46], [12.5, 8.83], [29.76, 20.49]]
epoch: 204
loss: 0.9999999932523044
dilation rates: [[4.52, 2.43], [2.78, 7.6], [2.53, 4.61], [9.14, 17.4], [1.67, 10.54], [3.51, 13.41], [6.46, 22.8], [10.55, 7.52], [2.57, 14.51], [5.45, 16.43], [12.5, 9.35], [29.55, 20.38]]
epoch: 205
loss: 0.9999999924490073
dilation rates: [[5.13, 2.45], [2.51, 7.55], [2.51, 4.78], [9.02, 17.6], [1.89, 10.57], [3.51, 13.54], [6.41, 22.69], [10.64, 7.54], [2.58, 14.43], [5.53, 16.53], [12.5, 9.18], [29.35, 20.46]]
epoch: 206
loss: 0.9999999922883478
dilation rates: [[4.79, 2.52], [2.53, 7.48], [2.59, 5.54], [8.65, 17.59], [1.58, 10.41], [3.49, 13.69], [6.49, 22.56], [10.74, 7.63], [2.66, 14.59], [5.52, 16.51], [12.49, 9.28], [29.52, 20.51]]
epoch: 207
loss: 0.9999999906817536
dilation rates: [[4.72, 2.52], [2.68, 7.19], [2.51, 4.99], [8.98, 17.41], [1.98, 10.55], [3.43, 13.48], [6.45, 22.86], [10.84, 7.71], [2.54, 14.53], [5.44, 16.49], [12.45, 9.46], [29.58, 20.36]]
epoch: 208
loss: 0.999999991967029
dilation rates: [[4.52, 2.4], [2.53, 7.46], [2.47, 5.11], [9.01, 17.37], [1.65, 10.44], [3.54, 13.59], [6.54, 22.47], [10.75, 7.58], [2.51, 14.52], [5.47, 16.25], [12.51, 9.34], [29.45, 20.31]]
epoch: 209
loss: 0.9999999918063696
dilation rates: [[4.42, 2.46], [2.53, 7.5], [2.63, 5.49], [8.42, 17.46], [2.05, 10.52], [3.47, 13.71], [6.56, 22.7], [10.93, 7.42], [2.59, 14.58], [5.37, 16.41], [12.52, 9.45], [29.56, 20.18]]
epoch: 210
loss: 0.9999999906817536
dilation rates: [[4.49, 2.54], [2.51, 7.35], [2.57, 5.39], [8.62, 17.3], [1.64, 10.42], [3.5, 13.6], [6.55, 22.59], [10.88, 7.49], [2.52, 14.48], [5.34, 16.48], [12.65, 9.0], [29.52, 20.36]]
epoch: 211
loss: 0.9999999913243913
dilation rates: [[4.44, 2.5], [2.63, 7.42], [2.94, 5.3], [8.5, 17.43], [1.93, 10.13], [3.46, 13.57], [6.58, 22.59], [10.77, 7.52], [2.58, 14.53], [5.41, 16.56], [12.45, 8.72], [29.5, 20.41]]
epoch: 212
loss: 0.9999999922883478
dilation rates: [[4.26, 2.6], [2.47, 7.51], [2.56, 5.44], [8.68, 17.14], [1.63, 10.37], [3.49, 13.61], [6.45, 22.63], [10.82, 7.47], [2.67, 14.51], [5.43, 16.51], [12.49, 9.19], [29.47, 20.54]]
epoch: 213
loss: 0.9999999922883478
dilation rates: [[4.83, 2.35], [2.54, 7.35], [2.84, 5.05], [8.79, 17.38], [1.63, 10.65], [3.44, 13.71], [6.53, 22.77], [10.97, 7.62], [2.42, 14.48], [5.26, 16.49], [12.6, 9.09], [29.52, 20.31]]
epoch: 214
loss: 0.9999999898784565
dilation rates: [[4.29, 2.5], [2.58, 7.42], [2.54, 5.43], [8.6, 17.38], [1.71, 10.55], [3.52, 13.65], [6.46, 22.56], [10.88, 7.57], [2.7, 14.44], [5.56, 16.53], [12.4, 8.9], [29.52, 20.31]]
epoch: 215
loss: 0.9999999932523044
dilation rates: [[5.18, 2.47], [2.82, 7.72], [2.55, 5.56], [8.76, 17.37], [1.57, 10.63], [3.57, 13.53], [6.49, 22.54], [11.06, 7.6], [2.59, 14.61], [5.51, 16.42], [12.55, 9.02], [29.34, 20.34]]
epoch: 216
loss: 0.9999999921276884
dilation rates: [[4.76, 2.69], [2.59, 7.52], [2.61, 5.36], [8.76, 17.37], [1.81, 11.18], [3.4, 13.6], [6.39, 22.61], [11.25, 7.62], [2.48, 14.56], [5.47, 16.56], [12.49, 8.75], [29.42, 20.55]]
epoch: 217
loss: 0.9999999930916449
dilation rates: [[4.43, 2.65], [2.53, 7.85], [3.04, 5.56], [8.72, 17.31], [1.72, 10.95], [3.78, 13.45], [6.6, 22.4], [11.14, 7.53], [2.54, 14.56], [5.51, 16.46], [12.58, 9.04], [29.44, 20.51]]
epoch: 218
loss: 0.999999991967029
dilation rates: [[4.49, 2.56], [2.53, 7.59], [2.55, 5.23], [8.85, 17.3], [1.58, 10.82], [3.49, 13.32], [6.51, 22.49], [11.19, 7.4], [2.59, 14.49], [5.52, 16.44], [12.51, 9.12], [29.37, 20.39]]
epoch: 219
loss: 0.9999999926096667
dilation rates: [[4.52, 2.51], [2.83, 7.73], [2.6, 5.52], [8.78, 17.21], [1.63, 10.91], [3.56, 13.61], [6.46, 22.64], [11.16, 7.5], [2.57, 14.52], [5.32, 16.78], [12.53, 8.91], [29.56, 20.47]]
epoch: 220
loss: 0.9999999910030725
dilation rates: [[4.48, 2.49], [2.45, 7.27], [2.8, 5.4], [9.0, 17.08], [2.16, 10.88], [3.45, 13.64], [6.73, 22.71], [11.25, 7.6], [2.51, 14.66], [5.52, 16.85], [12.54, 9.01], [29.46, 20.52]]
epoch: 221
loss: 0.9999999908424131
dilation rates: [[4.43, 2.57], [2.63, 7.61], [2.46, 5.51], [9.31, 17.36], [1.97, 10.9], [3.75, 13.73], [6.92, 22.79], [11.34, 7.71], [2.57, 14.73], [5.56, 16.93], [12.54, 8.99], [29.52, 20.55]]
epoch: 222
loss: 0.9999999924490073
dilation rates: [[4.83, 2.55], [2.6, 7.66], [2.45, 5.38], [9.3, 17.56], [1.64, 10.65], [3.53, 13.85], [6.61, 22.8], [11.39, 7.53], [2.56, 14.69], [5.48, 16.95], [12.46, 8.98], [29.5, 20.34]]
epoch: 223
loss: 0.9999999932523044
dilation rates: [[5.27, 2.66], [2.41, 7.93], [2.63, 5.48], [9.49, 17.68], [1.76, 10.64], [3.46, 13.95], [6.41, 22.95], [11.66, 7.96], [2.61, 14.65], [5.48, 17.03], [12.6, 8.98], [29.48, 20.35]]
epoch: 224
loss: 0.9999999927703261
dilation rates: [[4.72, 2.54], [2.66, 7.6], [2.56, 5.54], [9.46, 17.51], [1.64, 10.73], [3.71, 13.92], [6.57, 23.13], [11.54, 7.6], [2.53, 14.6], [5.53, 17.1], [12.49, 8.7], [29.65, 20.5]]
IOU: [97.5, 80.73, 90.32, 44.5, 52.91, 59.01, 57.48, 67.2, 91.1, 57.85, 93.56, 74.48, 52.11, 92.97, 52.84, 72.88, 50.9, 51.53, 70.6]
mIOU: 68.97, mIOU_reduced: 70.87, accuracy: 94.83
epoch: 225
loss: 0.9999999929309855
dilation rates: [[5.0, 2.47], [2.74, 7.41], [2.68, 5.69], [9.67, 17.44], [1.67, 10.75], [3.53, 14.03], [6.87, 23.45], [11.49, 7.75], [2.55, 14.61], [5.53, 16.93], [12.5, 8.73], [29.81, 20.44]]
epoch: 226
loss: 0.9999999924490073
dilation rates: [[4.83, 2.51], [2.7, 7.57], [2.7, 5.52], [9.29, 17.42], [1.64, 10.48], [3.76, 13.77], [6.92, 23.5], [11.48, 7.5], [2.7, 14.61], [5.53, 16.86], [12.61, 8.93], [29.75, 20.44]]
epoch: 227
loss: 0.999999991967029
dilation rates: [[4.72, 2.61], [2.49, 7.68], [2.52, 5.39], [9.51, 17.6], [1.88, 10.61], [3.5, 13.99], [6.5, 23.59], [11.52, 8.03], [2.55, 14.86], [5.49, 16.78], [12.68, 9.11], [29.78, 20.43]]
epoch: 228
loss: 0.999999991967029
dilation rates: [[4.73, 2.5], [2.82, 7.53], [2.59, 5.66], [9.76, 17.73], [1.59, 10.44], [3.63, 14.0], [6.62, 23.73], [11.58, 8.05], [2.74, 14.86], [5.41, 16.77], [12.59, 8.96], [29.67, 20.57]]
epoch: 229
loss: 0.9999999906817536
dilation rates: [[5.21, 2.6], [2.6, 7.28], [2.5, 4.74], [9.21, 17.4], [1.54, 10.41], [3.88, 14.06], [6.55, 23.73], [11.47, 8.07], [2.46, 14.81], [5.48, 16.65], [12.55, 9.2], [29.48, 20.54]]
epoch: 230
loss: 0.9999999903604349
dilation rates: [[4.53, 2.65], [2.52, 7.46], [2.61, 4.94], [9.46, 17.37], [1.56, 10.49], [3.63, 13.9], [6.47, 23.75], [11.32, 8.15], [2.57, 15.01], [5.59, 16.71], [12.47, 9.11], [29.56, 20.51]]
epoch: 231
loss: 0.9999999924490073
dilation rates: [[4.84, 2.31], [2.68, 7.52], [2.55, 5.28], [9.3, 17.65], [2.08, 10.49], [3.47, 13.9], [6.55, 23.97], [11.5, 7.91], [2.59, 14.86], [5.49, 16.78], [12.58, 8.98], [29.64, 20.64]]
epoch: 232
loss: 0.9999999937342826
dilation rates: [[4.55, 2.46], [2.49, 7.86], [2.57, 5.51], [8.7, 17.7], [1.52, 10.5], [3.51, 13.97], [6.45, 23.78], [11.41, 8.12], [2.5, 14.82], [5.4, 16.65], [12.65, 8.6], [29.59, 20.44]]
epoch: 233
loss: 0.9999999910030725
dilation rates: [[4.79, 2.6], [2.59, 7.82], [2.65, 5.63], [8.67, 17.61], [1.75, 10.57], [3.5, 14.28], [6.56, 23.8], [11.4, 8.1], [2.57, 14.73], [5.46, 16.58], [12.53, 8.59], [29.6, 20.46]]
epoch: 234
loss: 0.9999999910030725
dilation rates: [[4.51, 2.46], [2.53, 8.0], [2.77, 5.43], [8.65, 17.54], [1.73, 10.45], [3.42, 14.34], [6.57, 23.92], [11.33, 8.13], [2.55, 14.79], [5.47, 16.65], [12.57, 8.67], [29.64, 20.56]]
epoch: 235
loss: 0.9999999929309855
dilation rates: [[5.26, 2.51], [3.04, 7.93], [2.57, 5.38], [8.77, 17.32], [1.62, 10.64], [3.66, 14.48], [6.59, 24.08], [11.5, 7.96], [2.44, 14.74], [5.41, 16.58], [12.48, 8.48], [29.62, 20.52]]
epoch: 236
loss: 0.9999999922883478
dilation rates: [[4.5, 2.45], [2.53, 7.7], [2.54, 5.45], [8.99, 17.52], [1.85, 10.67], [3.64, 14.6], [6.71, 24.31], [11.72, 7.9], [2.57, 14.89], [5.54, 16.58], [12.49, 8.9], [29.52, 20.52]]
epoch: 237
loss: 0.9999999930916449
dilation rates: [[4.5, 2.56], [2.65, 7.75], [2.5, 5.34], [9.48, 17.53], [2.14, 10.49], [3.64, 14.48], [6.56, 24.13], [11.47, 7.93], [2.7, 14.78], [5.54, 16.69], [12.45, 8.71], [29.52, 20.49]]
epoch: 238
loss: 0.9999999927703261
dilation rates: [[4.7, 2.57], [2.9, 7.61], [2.55, 5.61], [9.25, 17.28], [1.69, 10.6], [3.46, 14.28], [6.64, 23.89], [11.47, 7.83], [2.5, 14.81], [5.36, 16.84], [12.49, 8.5], [29.53, 20.31]]
epoch: 239
loss: 0.9999999926096667
dilation rates: [[4.66, 2.42], [2.67, 7.29], [2.87, 5.5], [8.44, 17.43], [1.9, 10.4], [3.6, 14.2], [6.61, 23.84], [11.24, 7.44], [2.54, 15.01], [5.37, 16.97], [12.55, 8.58], [29.55, 20.44]]
epoch: 240
loss: 0.999999991163732
dilation rates: [[4.49, 2.61], [2.69, 7.33], [2.53, 5.12], [8.55, 17.63], [1.59, 10.51], [3.51, 14.33], [6.74, 23.82], [11.36, 7.56], [2.52, 15.1], [5.4, 16.98], [12.59, 8.59], [29.73, 20.46]]
IOU: [96.95, 77.88, 89.2, 45.39, 54.6, 56.75, 56.73, 70.91, 89.38, 59.69, 93.51, 74.54, 47.72, 92.8, 70.01, 76.56, 56.48, 37.74, 68.98]
mIOU: 69.25, mIOU_reduced: 69.55, accuracy: 94.37
epoch: 241
loss: 0.9999999926096667
dilation rates: [[4.4, 2.74], [2.51, 7.54], [2.52, 5.09], [8.56, 17.52], [1.61, 10.65], [3.42, 14.13], [6.75, 23.39], [11.36, 7.54], [2.56, 15.0], [5.53, 16.86], [12.52, 8.47], [29.73, 20.39]]
IOU: [97.13, 80.35, 87.23, 42.54, 49.95, 55.68, 56.68, 68.06, 90.93, 60.12, 93.71, 75.08, 55.93, 91.29, 58.48, 27.72, 7.87, 36.97, 69.46]
mIOU: 63.43, mIOU_reduced: 69.45, accuracy: 93.69
epoch: 242
loss: 0.9999999927703261
dilation rates: [[4.82, 2.42], [2.4, 7.55], [2.45, 5.42], [8.62, 17.39], [1.59, 10.7], [3.51, 13.85], [6.6, 23.62], [11.37, 7.57], [2.48, 14.84], [5.49, 16.91], [12.47, 8.62], [29.76, 20.53]]
IOU: [97.45, 79.51, 90.27, 35.08, 52.06, 56.28, 58.77, 70.38, 90.94, 54.49, 93.93, 74.13, 48.95, 93.04, 71.73, 75.16, 63.51, 40.79, 68.59]
mIOU: 69.21, mIOU_reduced: 69.04, accuracy: 94.77
epoch: 243
loss: 0.9999999910030725
dilation rates: [[4.42, 2.67], [2.51, 7.56], [2.52, 5.51], [8.92, 17.5], [1.57, 10.79], [3.57, 13.73], [6.66, 23.53], [11.45, 7.63], [2.5, 14.96], [5.44, 16.92], [12.55, 8.91], [29.76, 20.41]]
IOU: [97.44, 80.62, 90.36, 49.99, 47.38, 59.23, 59.64, 70.62, 91.04, 61.49, 94.23, 75.38, 52.58, 93.35, 68.27, 73.12, 60.92, 51.98, 68.89]
mIOU: 70.87, mIOU_reduced: 71.51, accuracy: 94.91
epoch: 244
loss: 0.9999999921276884
dilation rates: [[4.74, 2.56], [2.73, 7.47], [2.76, 5.48], [9.48, 17.64], [1.48, 10.88], [3.71, 13.72], [6.55, 23.32], [11.41, 7.65], [2.5, 15.04], [5.77, 16.66], [12.5, 9.06], [29.8, 20.42]]
IOU: [97.3, 79.44, 89.95, 38.79, 51.3, 54.4, 52.34, 67.86, 90.31, 51.14, 93.97, 73.35, 51.95, 91.12, 50.6, 67.33, 36.08, 45.67, 68.63]
mIOU: 65.87, mIOU_reduced: 68.6, accuracy: 94.41
epoch: 245
loss: 0.9999999927703261
dilation rates: [[4.58, 2.49], [2.63, 7.33], [2.46, 5.46], [9.4, 17.59], [1.64, 10.76], [3.71, 13.56], [6.48, 23.16], [11.47, 7.53], [2.51, 15.03], [5.45, 16.67], [12.57, 8.96], [29.64, 20.5]]
IOU: [97.63, 81.32, 90.91, 56.01, 52.95, 56.06, 55.71, 69.85, 91.23, 61.28, 94.32, 75.39, 53.22, 92.96, 68.88, 81.1, 71.96, 49.05, 66.07]
mIOU: 71.89, mIOU_reduced: 71.5, accuracy: 95.1
epoch: 246
loss: 0.9999999918063696
dilation rates: [[4.57, 2.53], [3.14, 7.4], [2.57, 5.27], [9.57, 17.66], [1.53, 10.65], [3.55, 13.47], [6.49, 23.26], [11.42, 7.5], [2.67, 15.22], [5.47, 16.75], [12.52, 9.05], [29.48, 20.51]]
IOU: [97.39, 80.05, 90.48, 48.86, 52.46, 57.94, 55.25, 69.5, 90.47, 57.78, 94.14, 75.13, 55.02, 92.74, 63.07, 70.12, 35.15, 45.11, 68.73]
mIOU: 68.39, mIOU_reduced: 70.69, accuracy: 94.78
epoch: 247
loss: 0.9999999918063696
dilation rates: [[4.67, 2.43], [3.2, 7.35], [2.81, 5.53], [9.79, 17.45], [1.65, 10.85], [3.65, 13.62], [6.8, 23.37], [11.43, 7.82], [2.6, 15.35], [5.49, 16.87], [12.66, 9.55], [29.61, 20.88]]
IOU: [97.61, 80.47, 90.14, 49.04, 49.2, 54.0, 57.62, 68.35, 90.65, 55.83, 93.96, 74.81, 50.85, 92.89, 65.78, 72.68, 49.63, 40.79, 66.63]
mIOU: 68.47, mIOU_reduced: 69.55, accuracy: 94.69
epoch: 248
loss: 0.9999999921276884
dilation rates: [[4.68, 2.67], [2.56, 7.86], [2.49, 5.67], [9.73, 17.24], [1.53, 10.66], [3.47, 13.51], [6.71, 23.45], [11.54, 7.68], [2.66, 15.44], [5.49, 16.82], [12.73, 9.43], [29.53, 20.9]]
IOU: [97.03, 77.67, 90.6, 52.3, 52.4, 57.72, 56.8, 68.63, 91.21, 59.1, 93.44, 75.93, 54.81, 92.43, 59.2, 76.26, 50.64, 37.47, 69.4]
mIOU: 69.11, mIOU_reduced: 70.43, accuracy: 94.77
epoch: 249
loss: 0.9999999913243913
dilation rates: [[4.84, 2.44], [2.57, 7.55], [2.59, 5.52], [9.47, 17.56], [1.63, 10.66], [3.52, 13.62], [6.55, 23.43], [11.28, 7.9], [2.52, 15.35], [5.37, 16.92], [12.53, 9.52], [29.51, 20.86]]
IOU: [97.7, 82.04, 90.49, 41.67, 52.06, 58.95, 61.05, 69.83, 90.55, 59.22, 93.86, 76.35, 55.23, 92.93, 62.45, 67.84, 47.89, 51.66, 70.32]
mIOU: 69.58, mIOU_reduced: 71.49, accuracy: 94.91
Best mIOU: 71.89006484182258
Best global accuracy: 95.09705305099487
Training time 16:17:02
mIOUs: [71.89006484182258]
global_accuracies: [95.09705305099487]
