{'model_name': 'L6_decoder26', 'model_type': 'experimental2', 'num_classes': 19, 'ignore_value': 255, 'pretrained_backbone': False, 'epochs': 500, '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': 2, '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_run2', 'save_latest_path': 'checkpoints/L6_decoder26_latest', 'resume_path': 'checkpoints/L6_decoder26_latest', 'log_path': 'logs/L6_decoder26_run2.txt'}
run: 2
epoch: 0
loss: 0.9999999927703261
dilation rates: [[1.09, 1.09], [1.07, 1.14], [1.1, 1.11], [1.1, 1.1], [1.07, 1.11], [1.08, 1.1], [1.08, 1.11], [1.08, 1.08], [1.06, 1.1], [1.07, 1.09], [1.06, 1.07], [1.22, 1.2]]
IOU: [74.73, 1.8, 43.91, 0.0, 0.0, 0.0, 0.0, 0.0, 43.04, 8.01, 66.37, 0.0, 0.0, 19.86, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 13.56, mIOU_reduced: 16.11, accuracy: 65.38
epoch: 1
loss: 0.9999999908424131
dilation rates: [[1.43, 1.52], [1.43, 1.53], [1.46, 1.56], [1.45, 1.45], [1.38, 1.49], [1.37, 1.46], [1.32, 1.47], [1.38, 1.35], [1.3, 1.4], [1.3, 1.39], [1.31, 1.32], [1.99, 2.04]]
epoch: 2
loss: 0.9999999922883478
dilation rates: [[1.54, 1.65], [1.54, 1.77], [1.68, 1.9], [1.71, 1.65], [1.58, 1.78], [1.57, 1.74], [1.5, 1.78], [1.64, 1.56], [1.49, 1.65], [1.5, 1.6], [1.52, 1.54], [2.66, 2.87]]
epoch: 3
loss: 0.9999999908424131
dilation rates: [[1.66, 1.83], [1.72, 2.06], [1.95, 2.22], [1.93, 1.91], [1.77, 2.06], [1.75, 2.05], [1.63, 2.1], [1.89, 1.75], [1.66, 1.93], [1.65, 1.86], [1.71, 1.76], [3.31, 3.73]]
epoch: 4
loss: 0.9999999922883478
dilation rates: [[1.99, 2.12], [1.92, 2.36], [2.29, 2.54], [2.26, 2.24], [2.06, 2.39], [2.03, 2.49], [1.85, 2.49], [2.26, 2.02], [1.91, 2.29], [1.89, 2.22], [2.01, 2.07], [3.92, 4.81]]
epoch: 5
loss: 0.9999999913243913
dilation rates: [[2.25, 2.44], [2.06, 2.52], [2.47, 2.75], [2.52, 2.48], [2.31, 2.61], [2.24, 2.73], [2.03, 2.73], [2.54, 2.25], [2.12, 2.57], [2.14, 2.51], [2.35, 2.39], [4.47, 5.92]]
epoch: 6
loss: 0.9999999929309855
dilation rates: [[2.33, 2.49], [2.17, 2.5], [2.5, 2.99], [2.55, 2.5], [2.5, 2.77], [2.42, 2.97], [2.19, 2.96], [2.72, 2.43], [2.33, 2.77], [2.34, 2.68], [2.55, 2.59], [4.75, 7.01]]
epoch: 7
loss: 0.9999999922883478
dilation rates: [[2.49, 2.5], [2.3, 2.6], [2.5, 3.28], [2.66, 2.57], [2.54, 3.02], [2.51, 3.36], [2.34, 3.29], [2.97, 2.56], [2.51, 3.05], [2.53, 2.97], [2.81, 2.8], [5.27, 8.25]]
epoch: 8
loss: 0.9999999913243913
dilation rates: [[2.43, 2.5], [2.15, 2.59], [2.5, 3.52], [2.81, 2.58], [2.56, 3.19], [2.54, 3.56], [2.4, 3.52], [3.17, 2.61], [2.56, 3.25], [2.57, 3.19], [3.0, 2.98], [5.52, 8.99]]
epoch: 9
loss: 0.9999999905210942
dilation rates: [[2.46, 2.53], [2.03, 2.69], [2.51, 3.56], [2.94, 2.69], [2.6, 3.39], [2.57, 3.76], [2.52, 3.67], [3.38, 2.72], [2.65, 3.51], [2.7, 3.42], [3.24, 3.21], [5.6, 9.84]]
epoch: 10
loss: 0.9999999897177971
dilation rates: [[2.47, 2.53], [1.75, 2.84], [2.51, 3.71], [3.06, 2.79], [2.62, 3.49], [2.6, 3.96], [2.5, 3.87], [3.54, 2.8], [2.73, 3.64], [2.8, 3.56], [3.42, 3.39], [5.8, 10.6]]
epoch: 11
loss: 0.9999999913243913
dilation rates: [[2.44, 2.51], [1.6, 2.88], [2.5, 3.96], [3.14, 2.84], [2.63, 3.5], [2.61, 4.16], [2.49, 4.04], [3.64, 2.85], [2.79, 3.75], [2.85, 3.68], [3.55, 3.51], [6.13, 11.19]]
epoch: 12
loss: 0.9999999901997754
dilation rates: [[2.35, 2.53], [1.5, 2.92], [2.5, 4.18], [3.22, 2.85], [2.65, 3.54], [2.6, 4.4], [2.5, 4.21], [3.73, 2.9], [2.84, 3.89], [2.92, 3.79], [3.63, 3.6], [6.51, 11.71]]
epoch: 13
loss: 0.9999999901997754
dilation rates: [[2.31, 2.56], [1.54, 3.03], [2.5, 4.48], [3.35, 2.93], [2.68, 3.67], [2.65, 4.5], [2.49, 4.37], [3.85, 2.93], [2.87, 4.04], [2.98, 3.91], [3.76, 3.68], [6.5, 12.08]]
epoch: 14
loss: 0.9999999921276884
dilation rates: [[2.37, 2.69], [1.51, 3.17], [2.49, 4.59], [3.53, 3.01], [2.76, 3.79], [2.69, 4.63], [2.5, 4.55], [3.98, 2.98], [2.94, 4.2], [3.06, 4.11], [3.92, 3.84], [6.65, 12.68]]
epoch: 15
loss: 0.9999999932523044
dilation rates: [[2.4, 2.89], [1.5, 3.32], [2.5, 4.64], [3.5, 3.02], [2.8, 3.87], [2.69, 4.76], [2.5, 4.65], [4.13, 2.98], [2.94, 4.37], [3.14, 4.22], [4.06, 3.97], [6.69, 13.04]]
epoch: 16
loss: 0.9999999910030725
dilation rates: [[2.24, 2.88], [1.53, 3.44], [2.49, 4.66], [3.5, 3.0], [2.77, 3.94], [2.64, 4.91], [2.48, 4.72], [4.25, 3.01], [2.96, 4.49], [3.17, 4.38], [4.19, 4.11], [6.97, 13.34]]
epoch: 17
loss: 0.9999999927703261
dilation rates: [[2.0, 2.97], [1.51, 3.5], [2.5, 4.8], [3.52, 2.97], [2.72, 4.01], [2.62, 5.04], [2.5, 4.85], [4.34, 3.01], [3.0, 4.52], [3.17, 4.5], [4.32, 4.19], [7.11, 13.62]]
epoch: 18
loss: 0.9999999930916449
dilation rates: [[1.94, 2.97], [1.5, 3.43], [2.49, 4.85], [3.5, 2.99], [2.74, 4.06], [2.61, 5.14], [2.48, 4.94], [4.43, 3.03], [3.04, 4.59], [3.23, 4.56], [4.44, 4.35], [7.5, 13.74]]
epoch: 19
loss: 0.9999999932523044
dilation rates: [[1.92, 3.09], [1.5, 3.5], [2.52, 5.02], [3.52, 2.92], [2.83, 4.2], [2.64, 5.34], [2.5, 5.1], [4.54, 3.1], [3.07, 4.71], [3.27, 4.66], [4.52, 4.46], [7.52, 14.08]]
epoch: 20
loss: 0.9999999903604349
dilation rates: [[2.21, 3.39], [1.5, 3.49], [2.5, 5.22], [3.54, 2.94], [2.88, 4.29], [2.65, 5.46], [2.48, 5.23], [4.57, 3.11], [3.11, 4.78], [3.32, 4.7], [4.52, 4.52], [7.52, 14.41]]
epoch: 21
loss: 0.9999999921276884
dilation rates: [[2.13, 3.44], [1.5, 3.5], [2.5, 5.37], [3.53, 2.94], [2.92, 4.38], [2.66, 5.5], [2.52, 5.35], [4.62, 3.16], [3.12, 4.93], [3.37, 4.78], [4.58, 4.54], [7.6, 14.58]]
epoch: 22
loss: 0.9999999943769203
dilation rates: [[2.25, 3.51], [1.52, 3.49], [2.49, 5.51], [3.52, 2.97], [2.94, 4.49], [2.67, 5.58], [2.49, 5.42], [4.69, 3.19], [3.12, 5.0], [3.39, 4.86], [4.65, 4.63], [7.71, 14.85]]
epoch: 23
loss: 0.9999999924490073
dilation rates: [[2.07, 3.5], [1.5, 3.51], [2.49, 5.66], [3.54, 2.93], [2.89, 4.51], [2.64, 5.62], [2.51, 5.5], [4.73, 3.23], [3.14, 5.05], [3.39, 4.94], [4.72, 4.66], [7.85, 15.03]]
epoch: 24
loss: 0.999999990039116
dilation rates: [[2.0, 3.54], [1.51, 3.48], [2.51, 5.7], [3.55, 2.98], [2.92, 4.49], [2.65, 5.7], [2.49, 5.57], [4.8, 3.25], [3.21, 5.14], [3.43, 4.96], [4.8, 4.71], [7.98, 15.34]]
IOU: [95.71, 67.26, 84.8, 27.38, 28.22, 42.15, 28.54, 37.12, 88.18, 39.78, 88.32, 54.86, 7.19, 84.81, 15.7, 45.04, 31.04, 9.67, 49.46]
mIOU: 48.7, mIOU_reduced: 52.09, accuracy: 91.43
epoch: 25
loss: 0.9999999930916449
dilation rates: [[2.21, 3.6], [1.55, 3.49], [2.49, 5.82], [3.51, 2.92], [2.87, 4.54], [2.66, 5.78], [2.49, 5.64], [4.92, 3.2], [3.21, 5.24], [3.42, 5.06], [4.87, 4.76], [8.13, 15.54]]
epoch: 26
loss: 0.9999999926096667
dilation rates: [[2.23, 3.6], [1.53, 3.52], [2.51, 5.99], [3.54, 2.92], [2.92, 4.53], [2.69, 5.93], [2.5, 5.72], [5.05, 3.29], [3.23, 5.37], [3.45, 5.17], [5.01, 4.89], [8.51, 15.58]]
epoch: 27
loss: 0.9999999921276884
dilation rates: [[2.36, 3.5], [1.52, 3.53], [2.48, 6.07], [3.7, 2.89], [2.96, 4.5], [2.72, 6.05], [2.47, 5.78], [5.09, 3.32], [3.24, 5.47], [3.46, 5.27], [5.12, 4.99], [8.5, 15.66]]
epoch: 28
loss: 0.9999999932523044
dilation rates: [[2.5, 3.52], [1.52, 3.54], [2.5, 6.27], [3.71, 2.91], [2.97, 4.52], [2.68, 6.23], [2.49, 5.87], [5.14, 3.34], [3.26, 5.5], [3.5, 5.39], [5.23, 5.08], [8.5, 15.71]]
epoch: 29
loss: 0.9999999914850507
dilation rates: [[2.44, 3.5], [1.52, 3.53], [2.51, 6.38], [3.68, 2.86], [2.91, 4.51], [2.7, 6.32], [2.41, 5.93], [5.17, 3.39], [3.28, 5.55], [3.5, 5.48], [5.27, 5.14], [8.49, 15.9]]
epoch: 30
loss: 0.9999999932523044
dilation rates: [[2.46, 3.47], [1.51, 3.61], [2.49, 6.53], [3.7, 2.87], [2.93, 4.54], [2.64, 6.48], [2.32, 6.01], [5.24, 3.44], [3.33, 5.57], [3.49, 5.51], [5.35, 5.23], [8.51, 16.18]]
epoch: 31
loss: 0.9999999924490073
dilation rates: [[2.38, 3.5], [1.5, 3.62], [2.5, 6.52], [3.71, 2.91], [3.0, 4.61], [2.66, 6.51], [2.32, 6.06], [5.36, 3.47], [3.37, 5.63], [3.49, 5.52], [5.45, 5.3], [8.57, 16.43]]
epoch: 32
loss: 0.9999999942162608
dilation rates: [[2.48, 3.51], [1.5, 3.58], [2.48, 6.53], [3.75, 2.97], [3.08, 4.66], [2.7, 6.54], [2.26, 6.16], [5.43, 3.49], [3.41, 5.61], [3.48, 5.54], [5.5, 5.35], [8.51, 16.53]]
epoch: 33
loss: 0.9999999942162608
dilation rates: [[2.49, 3.55], [1.51, 3.48], [2.5, 6.49], [3.74, 2.92], [3.06, 4.68], [2.66, 6.64], [2.19, 6.15], [5.43, 3.48], [3.44, 5.63], [3.49, 5.52], [5.5, 5.43], [8.63, 16.65]]
epoch: 34
loss: 0.9999999926096667
dilation rates: [[2.51, 3.61], [1.57, 3.61], [2.53, 6.55], [3.88, 2.94], [3.15, 4.76], [2.64, 6.69], [2.13, 6.23], [5.48, 3.5], [3.49, 5.71], [3.5, 5.56], [5.52, 5.5], [8.85, 16.8]]
epoch: 35
loss: 0.9999999913243913
dilation rates: [[2.4, 3.66], [1.5, 3.63], [2.49, 6.57], [3.96, 3.02], [3.23, 4.76], [2.71, 6.84], [1.95, 6.34], [5.51, 3.5], [3.5, 5.75], [3.49, 5.54], [5.51, 5.51], [9.02, 16.84]]
epoch: 36
loss: 0.9999999916457102
dilation rates: [[2.51, 3.56], [1.52, 3.56], [2.49, 6.63], [4.04, 2.98], [3.25, 4.76], [2.71, 6.91], [1.91, 6.39], [5.51, 3.49], [3.5, 5.78], [3.49, 5.54], [5.53, 5.5], [9.18, 17.04]]
epoch: 37
loss: 0.9999999914850507
dilation rates: [[2.44, 3.55], [1.54, 3.67], [2.49, 6.68], [4.13, 3.03], [3.3, 4.78], [2.7, 7.0], [1.76, 6.45], [5.5, 3.5], [3.48, 5.81], [3.49, 5.58], [5.54, 5.54], [9.44, 17.24]]
epoch: 38
loss: 0.9999999934129638
dilation rates: [[2.49, 3.55], [1.49, 3.78], [2.49, 6.78], [4.27, 3.2], [3.36, 4.86], [2.76, 7.09], [1.67, 6.53], [5.51, 3.51], [3.48, 5.83], [3.5, 5.57], [5.56, 5.53], [9.53, 17.38]]
epoch: 39
loss: 0.999999991163732
dilation rates: [[2.48, 3.59], [1.51, 3.72], [2.49, 6.97], [4.39, 3.2], [3.45, 4.91], [2.81, 7.16], [1.53, 6.53], [5.52, 3.5], [3.5, 5.89], [3.5, 5.59], [5.57, 5.52], [9.48, 17.52]]
epoch: 40
loss: 0.9999999910030725
dilation rates: [[2.4, 3.67], [1.5, 3.79], [2.51, 7.2], [4.52, 3.16], [3.47, 5.01], [2.86, 7.3], [1.53, 6.6], [5.54, 3.5], [3.5, 5.97], [3.5, 5.68], [5.6, 5.52], [9.51, 17.68]]
epoch: 41
loss: 0.9999999924490073
dilation rates: [[2.41, 3.77], [1.51, 3.85], [2.48, 7.18], [4.49, 3.12], [3.49, 5.04], [2.86, 7.4], [1.51, 6.63], [5.55, 3.48], [3.51, 6.02], [3.51, 5.75], [5.61, 5.54], [9.51, 17.82]]
epoch: 42
loss: 0.9999999926096667
dilation rates: [[2.49, 3.62], [1.51, 3.84], [2.48, 7.29], [4.51, 3.15], [3.48, 5.03], [2.87, 7.49], [1.55, 6.68], [5.52, 3.5], [3.5, 6.05], [3.5, 5.78], [5.64, 5.57], [9.57, 17.93]]
epoch: 43
loss: 0.9999999927703261
dilation rates: [[2.46, 3.52], [1.54, 3.91], [2.49, 7.5], [4.5, 3.35], [3.5, 5.13], [2.92, 7.52], [1.61, 6.75], [5.55, 3.52], [3.49, 6.11], [3.49, 5.84], [5.69, 5.58], [9.55, 18.14]]
epoch: 44
loss: 0.9999999934129638
dilation rates: [[2.48, 3.58], [1.55, 3.95], [2.54, 7.52], [4.51, 3.35], [3.45, 5.21], [2.88, 7.56], [1.56, 6.81], [5.53, 3.49], [3.5, 6.17], [3.49, 5.9], [5.76, 5.62], [9.69, 18.26]]
epoch: 45
loss: 0.9999999924490073
dilation rates: [[2.49, 3.59], [1.53, 4.0], [2.53, 7.55], [4.55, 3.41], [3.5, 5.28], [2.88, 7.68], [1.53, 6.87], [5.63, 3.51], [3.49, 6.22], [3.5, 5.98], [5.77, 5.65], [9.74, 18.39]]
epoch: 46
loss: 0.9999999924490073
dilation rates: [[2.42, 3.55], [1.51, 3.97], [2.5, 7.51], [4.51, 3.38], [3.45, 5.39], [2.86, 7.69], [1.5, 6.9], [5.63, 3.49], [3.5, 6.3], [3.5, 6.05], [5.82, 5.7], [9.82, 18.55]]
epoch: 47
loss: 0.9999999929309855
dilation rates: [[2.51, 3.82], [1.5, 4.19], [2.5, 7.66], [4.52, 3.3], [3.5, 5.43], [2.93, 7.76], [1.52, 6.95], [5.67, 3.5], [3.5, 6.35], [3.51, 6.08], [5.84, 5.78], [9.99, 18.52]]
epoch: 48
loss: 0.9999999887538407
dilation rates: [[2.5, 4.14], [1.5, 4.27], [2.49, 7.66], [4.49, 3.38], [3.49, 5.49], [2.97, 7.8], [1.5, 6.99], [5.69, 3.49], [3.5, 6.4], [3.5, 6.14], [5.87, 5.8], [10.13, 18.49]]
epoch: 49
loss: 0.9999999922883478
dilation rates: [[2.41, 4.18], [1.49, 4.36], [2.48, 7.67], [4.5, 3.34], [3.46, 5.49], [2.99, 7.84], [1.52, 7.01], [5.72, 3.5], [3.49, 6.45], [3.5, 6.18], [5.91, 5.92], [10.13, 18.51]]
IOU: [96.13, 72.42, 84.46, 23.05, 37.91, 45.71, 37.03, 57.02, 88.32, 45.83, 89.62, 65.16, 35.52, 86.03, 3.68, 22.38, 4.25, 9.73, 58.65]
mIOU: 50.68, mIOU_reduced: 58.29, accuracy: 91.73
epoch: 50
loss: 0.9999999903604349
dilation rates: [[2.51, 4.18], [1.48, 4.45], [2.5, 7.7], [4.53, 3.43], [3.5, 5.52], [3.02, 7.92], [1.5, 7.11], [5.79, 3.46], [3.48, 6.49], [3.5, 6.27], [6.01, 5.94], [10.29, 18.51]]
epoch: 51
loss: 0.9999999918063696
dilation rates: [[2.48, 4.25], [1.5, 4.51], [2.49, 7.71], [4.51, 3.5], [3.5, 5.49], [3.13, 7.98], [1.55, 7.22], [5.86, 3.49], [3.51, 6.52], [3.5, 6.42], [6.14, 6.05], [10.49, 18.7]]
epoch: 52
loss: 0.999999991967029
dilation rates: [[2.49, 4.34], [1.51, 4.51], [2.52, 7.8], [4.5, 3.48], [3.5, 5.5], [3.14, 8.12], [1.52, 7.31], [5.88, 3.48], [3.5, 6.54], [3.51, 6.44], [6.24, 6.08], [10.46, 18.84]]
epoch: 53
loss: 0.9999999914850507
dilation rates: [[2.46, 4.33], [1.49, 4.5], [2.5, 7.77], [4.5, 3.4], [3.5, 5.5], [3.08, 8.2], [1.5, 7.28], [5.9, 3.5], [3.51, 6.5], [3.51, 6.5], [6.33, 6.17], [10.51, 18.93]]
epoch: 54
loss: 0.9999999910030725
dilation rates: [[2.5, 4.39], [1.53, 4.49], [2.5, 7.91], [4.52, 3.5], [3.46, 5.5], [3.04, 8.36], [1.51, 7.4], [5.93, 3.48], [3.51, 6.56], [3.52, 6.52], [6.39, 6.28], [10.5, 18.99]]
epoch: 55
loss: 0.9999999921276884
dilation rates: [[2.41, 4.54], [1.51, 4.43], [2.48, 7.95], [4.5, 3.49], [3.47, 5.5], [3.0, 8.5], [1.52, 7.49], [5.96, 3.48], [3.49, 6.59], [3.48, 6.51], [6.45, 6.34], [10.49, 19.06]]
epoch: 56
loss: 0.9999999916457102
dilation rates: [[2.5, 4.51], [1.52, 4.31], [2.5, 7.97], [4.54, 3.5], [3.49, 5.5], [3.04, 8.54], [1.51, 7.51], [5.97, 3.49], [3.52, 6.62], [3.49, 6.5], [6.5, 6.4], [10.51, 19.1]]
epoch: 57
loss: 0.9999999903604349
dilation rates: [[2.5, 4.48], [1.54, 4.41], [2.5, 7.91], [4.53, 3.48], [3.5, 5.5], [3.07, 8.53], [1.53, 7.51], [5.93, 3.5], [3.5, 6.6], [3.51, 6.5], [6.53, 6.41], [10.56, 19.24]]
epoch: 58
loss: 0.9999999914850507
dilation rates: [[2.49, 4.49], [1.52, 4.47], [2.49, 8.06], [4.57, 3.48], [3.48, 5.52], [3.09, 8.61], [1.5, 7.53], [6.02, 3.52], [3.52, 6.67], [3.5, 6.51], [6.5, 6.47], [10.59, 19.36]]
epoch: 59
loss: 0.9999999906817536
dilation rates: [[2.5, 4.49], [1.56, 4.49], [2.5, 8.2], [4.52, 3.52], [3.49, 5.52], [3.08, 8.66], [1.51, 7.58], [6.06, 3.5], [3.5, 6.7], [3.5, 6.51], [6.52, 6.5], [10.55, 19.43]]
epoch: 60
loss: 0.9999999901997754
dilation rates: [[2.5, 4.48], [1.52, 4.47], [2.51, 8.27], [4.55, 3.51], [3.5, 5.52], [3.12, 8.7], [1.52, 7.62], [6.09, 3.51], [3.5, 6.75], [3.51, 6.5], [6.54, 6.49], [10.54, 19.51]]
epoch: 61
loss: 0.9999999926096667
dilation rates: [[2.5, 4.53], [1.58, 4.46], [2.54, 8.38], [4.53, 3.5], [3.5, 5.55], [3.03, 8.8], [1.5, 7.66], [6.11, 3.49], [3.51, 6.79], [3.52, 6.55], [6.54, 6.48], [10.6, 19.58]]
epoch: 62
loss: 0.999999991967029
dilation rates: [[2.49, 4.52], [1.5, 4.39], [2.5, 8.38], [4.57, 3.5], [3.47, 5.55], [3.12, 8.85], [1.51, 7.67], [6.2, 3.5], [3.5, 6.86], [3.54, 6.63], [6.65, 6.52], [10.74, 19.61]]
epoch: 63
loss: 0.9999999916457102
dilation rates: [[2.49, 4.45], [1.55, 4.4], [2.51, 8.44], [4.58, 3.51], [3.49, 5.6], [3.12, 8.81], [1.55, 7.67], [6.22, 3.5], [3.51, 6.87], [3.51, 6.61], [6.67, 6.5], [10.75, 19.61]]
epoch: 64
loss: 0.9999999908424131
dilation rates: [[2.51, 4.52], [1.6, 4.43], [2.48, 8.54], [4.6, 3.47], [3.5, 5.66], [3.06, 8.9], [1.55, 7.69], [6.28, 3.5], [3.51, 6.96], [3.55, 6.64], [6.66, 6.56], [10.93, 19.62]]
epoch: 65
loss: 0.9999999929309855
dilation rates: [[2.52, 4.41], [1.54, 4.42], [2.51, 8.5], [4.64, 3.5], [3.52, 5.64], [3.03, 8.94], [1.56, 7.69], [6.25, 3.51], [3.5, 7.0], [3.52, 6.61], [6.65, 6.49], [11.03, 19.67]]
epoch: 66
loss: 0.9999999913243913
dilation rates: [[2.45, 4.51], [1.53, 4.58], [2.5, 8.6], [4.78, 3.5], [3.53, 5.64], [3.04, 9.11], [1.52, 7.76], [6.3, 3.5], [3.5, 7.02], [3.51, 6.64], [6.66, 6.5], [11.13, 19.77]]
epoch: 67
loss: 0.999999991163732
dilation rates: [[2.47, 4.56], [1.54, 4.43], [2.49, 8.6], [4.82, 3.48], [3.5, 5.64], [3.0, 9.26], [1.53, 7.83], [6.39, 3.5], [3.53, 7.11], [3.5, 6.69], [6.68, 6.49], [11.28, 20.04]]
epoch: 68
loss: 0.9999999905210942
dilation rates: [[2.51, 4.51], [1.56, 4.56], [2.49, 8.67], [4.9, 3.52], [3.52, 5.65], [3.03, 9.38], [1.55, 7.87], [6.42, 3.5], [3.51, 7.15], [3.51, 6.7], [6.72, 6.54], [11.39, 20.07]]
epoch: 69
loss: 0.9999999924490073
dilation rates: [[2.5, 4.48], [1.51, 4.5], [2.46, 8.74], [4.98, 3.5], [3.49, 5.6], [2.96, 9.45], [1.54, 7.94], [6.44, 3.51], [3.5, 7.18], [3.54, 6.71], [6.72, 6.5], [11.35, 20.1]]
epoch: 70
loss: 0.9999999918063696
dilation rates: [[2.54, 4.52], [1.69, 4.51], [2.52, 8.87], [5.15, 3.5], [3.52, 5.73], [3.01, 9.51], [1.52, 8.02], [6.51, 3.51], [3.5, 7.24], [3.53, 6.74], [6.81, 6.51], [11.49, 20.2]]
epoch: 71
loss: 0.9999999908424131
dilation rates: [[2.49, 4.59], [1.51, 4.52], [2.5, 8.84], [5.19, 3.51], [3.47, 5.76], [2.94, 9.57], [1.51, 8.13], [6.55, 3.5], [3.53, 7.28], [3.53, 6.8], [6.84, 6.53], [11.49, 20.35]]
epoch: 72
loss: 0.9999999927703261
dilation rates: [[2.49, 4.49], [1.5, 4.53], [2.49, 8.82], [5.2, 3.52], [3.49, 5.83], [2.83, 9.62], [1.53, 8.16], [6.54, 3.5], [3.49, 7.28], [3.5, 6.81], [6.87, 6.51], [11.52, 20.44]]
epoch: 73
loss: 0.9999999924490073
dilation rates: [[2.49, 4.48], [1.56, 4.51], [2.5, 8.93], [5.17, 3.47], [3.53, 5.88], [2.73, 9.61], [1.5, 8.22], [6.48, 3.5], [3.5, 7.36], [3.55, 6.78], [6.88, 6.56], [11.51, 20.52]]
epoch: 74
loss: 0.9999999922883478
dilation rates: [[2.51, 4.48], [1.61, 4.54], [2.5, 8.83], [5.21, 3.51], [3.49, 5.95], [2.65, 9.55], [1.5, 8.23], [6.49, 3.49], [3.5, 7.42], [3.59, 6.85], [6.89, 6.63], [11.5, 20.52]]
IOU: [96.85, 75.89, 88.84, 29.6, 46.5, 53.44, 46.12, 60.14, 90.66, 53.71, 93.11, 69.33, 43.07, 90.86, 57.48, 71.6, 51.29, 24.07, 60.76]
mIOU: 63.33, mIOU_reduced: 63.93, accuracy: 93.84
epoch: 75
loss: 0.9999999897177971
dilation rates: [[2.49, 4.58], [1.53, 4.5], [2.5, 8.88], [5.21, 3.48], [3.48, 6.0], [2.67, 9.61], [1.58, 8.35], [6.51, 3.5], [3.51, 7.48], [3.62, 6.88], [6.97, 6.66], [11.51, 20.53]]
epoch: 76
loss: 0.9999999887538407
dilation rates: [[2.5, 4.45], [1.53, 4.51], [2.5, 8.89], [5.22, 3.5], [3.54, 6.08], [2.7, 9.65], [1.53, 8.39], [6.48, 3.51], [3.52, 7.51], [3.66, 6.89], [6.99, 6.67], [11.51, 20.5]]
epoch: 77
loss: 0.9999999924490073
dilation rates: [[2.47, 4.63], [1.54, 4.55], [2.47, 8.97], [5.19, 3.47], [3.49, 6.11], [2.71, 9.71], [1.5, 8.49], [6.49, 3.48], [3.49, 7.47], [3.65, 6.91], [7.04, 6.69], [11.52, 20.46]]
epoch: 78
loss: 0.999999991163732
dilation rates: [[2.52, 4.52], [1.67, 4.55], [2.5, 9.02], [5.28, 3.52], [3.53, 6.16], [2.68, 9.76], [1.55, 8.51], [6.5, 3.5], [3.51, 7.5], [3.67, 7.01], [7.11, 6.78], [11.58, 20.51]]
epoch: 79
loss: 0.999999990039116
dilation rates: [[2.5, 4.62], [1.54, 4.57], [2.5, 9.0], [5.33, 3.5], [3.5, 6.27], [2.64, 9.79], [1.52, 8.53], [6.51, 3.51], [3.51, 7.5], [3.76, 7.06], [7.15, 6.84], [11.54, 20.54]]
epoch: 80
loss: 0.9999999918063696
dilation rates: [[2.52, 4.54], [1.56, 4.51], [2.51, 9.05], [5.37, 3.49], [3.52, 6.29], [2.65, 9.87], [1.51, 8.52], [6.51, 3.52], [3.51, 7.51], [3.85, 7.1], [7.25, 6.87], [11.59, 20.56]]
epoch: 81
loss: 0.9999999905210942
dilation rates: [[2.51, 4.51], [1.52, 4.54], [2.52, 8.98], [5.51, 3.5], [3.48, 6.35], [2.63, 9.9], [1.52, 8.54], [6.5, 3.49], [3.54, 7.52], [3.82, 7.11], [7.32, 6.89], [11.61, 20.57]]
epoch: 82
loss: 0.9999999910030725
dilation rates: [[2.55, 4.58], [1.68, 4.54], [2.54, 9.03], [5.48, 3.48], [3.51, 6.38], [2.63, 10.04], [1.53, 8.58], [6.53, 3.49], [3.51, 7.57], [3.87, 7.17], [7.36, 6.94], [11.68, 20.66]]
epoch: 83
loss: 0.9999999938949421
dilation rates: [[2.51, 4.56], [1.53, 4.5], [2.5, 9.15], [5.5, 3.56], [3.5, 6.48], [2.68, 10.12], [1.51, 8.57], [6.55, 3.52], [3.53, 7.6], [3.98, 7.18], [7.35, 6.99], [11.66, 20.62]]
epoch: 84
loss: 0.9999999910030725
dilation rates: [[2.52, 4.57], [1.68, 4.55], [2.47, 8.98], [5.47, 3.5], [3.52, 6.52], [2.73, 10.17], [1.5, 8.6], [6.5, 3.49], [3.51, 7.63], [4.05, 7.2], [7.4, 7.05], [11.63, 20.77]]
epoch: 85
loss: 0.9999999916457102
dilation rates: [[2.54, 4.6], [1.59, 4.57], [2.52, 9.05], [5.52, 3.48], [3.51, 6.51], [2.64, 10.18], [1.51, 8.64], [6.51, 3.52], [3.52, 7.64], [4.03, 7.18], [7.44, 7.05], [11.58, 20.84]]
epoch: 86
loss: 0.9999999908424131
dilation rates: [[2.5, 4.51], [1.62, 4.49], [2.49, 9.13], [5.52, 3.52], [3.52, 6.52], [2.6, 10.32], [1.54, 8.77], [6.53, 3.51], [3.52, 7.73], [4.04, 7.25], [7.45, 7.07], [11.72, 20.98]]
epoch: 87
loss: 0.9999999905210942
dilation rates: [[2.5, 4.6], [1.57, 4.52], [2.48, 9.25], [5.47, 3.53], [3.54, 6.5], [2.5, 10.39], [1.52, 8.79], [6.53, 3.5], [3.58, 7.69], [4.16, 7.22], [7.49, 7.14], [11.7, 20.93]]
epoch: 88
loss: 0.999999991967029
dilation rates: [[2.5, 4.47], [1.51, 4.56], [2.51, 9.4], [5.5, 3.5], [3.51, 6.51], [2.63, 10.43], [1.56, 8.81], [6.51, 3.5], [3.6, 7.7], [4.23, 7.19], [7.5, 7.2], [11.75, 20.94]]
epoch: 89
loss: 0.9999999901997754
dilation rates: [[2.48, 4.51], [1.58, 4.52], [2.49, 9.41], [5.47, 3.52], [3.51, 6.51], [2.63, 10.56], [1.55, 8.88], [6.51, 3.5], [3.56, 7.75], [4.33, 7.16], [7.47, 7.16], [11.85, 20.95]]
epoch: 90
loss: 0.999999991163732
dilation rates: [[2.51, 4.55], [1.57, 4.61], [2.43, 9.5], [5.53, 3.54], [3.52, 6.5], [2.56, 10.7], [1.53, 8.94], [6.53, 3.47], [3.58, 7.81], [4.37, 7.17], [7.54, 7.14], [11.91, 21.15]]
epoch: 91
loss: 0.9999999929309855
dilation rates: [[2.48, 4.51], [1.93, 4.66], [2.5, 9.51], [5.53, 3.52], [3.5, 6.5], [2.53, 10.59], [1.52, 8.94], [6.52, 3.49], [3.66, 7.79], [4.44, 7.15], [7.54, 7.11], [11.97, 21.23]]
epoch: 92
loss: 0.9999999929309855
dilation rates: [[2.51, 4.5], [1.69, 4.59], [2.5, 9.7], [5.5, 3.5], [3.53, 6.5], [2.54, 10.63], [1.53, 8.98], [6.56, 3.51], [3.68, 7.76], [4.5, 7.19], [7.52, 7.14], [12.12, 21.25]]
epoch: 93
loss: 0.9999999918063696
dilation rates: [[2.5, 4.5], [1.52, 4.52], [2.5, 9.68], [5.5, 3.5], [3.52, 6.54], [2.6, 10.64], [1.52, 9.04], [6.53, 3.54], [3.7, 7.85], [4.49, 7.25], [7.55, 7.18], [12.25, 21.39]]
epoch: 94
loss: 0.9999999908424131
dilation rates: [[2.49, 4.52], [1.68, 4.62], [2.5, 9.6], [5.51, 3.5], [3.51, 6.53], [2.6, 10.69], [1.51, 9.13], [6.56, 3.54], [3.69, 7.89], [4.5, 7.25], [7.58, 7.15], [12.27, 21.46]]
epoch: 95
loss: 0.9999999910030725
dilation rates: [[2.5, 4.57], [1.55, 4.66], [2.52, 9.51], [5.53, 3.6], [3.54, 6.5], [2.51, 10.72], [1.64, 9.16], [6.58, 3.52], [3.73, 7.91], [4.5, 7.28], [7.55, 7.11], [12.34, 21.5]]
epoch: 96
loss: 0.9999999901997754
dilation rates: [[2.49, 4.5], [1.59, 4.67], [2.49, 9.5], [5.52, 3.54], [3.55, 6.52], [2.53, 10.8], [1.55, 9.21], [6.52, 3.5], [3.74, 7.97], [4.5, 7.31], [7.6, 7.11], [12.41, 21.5]]
epoch: 97
loss: 0.9999999908424131
dilation rates: [[2.5, 4.55], [1.58, 4.64], [2.52, 9.54], [5.54, 3.57], [3.57, 6.53], [2.58, 10.92], [1.56, 9.22], [6.5, 3.52], [3.79, 7.97], [4.49, 7.26], [7.64, 7.13], [12.41, 21.55]]
epoch: 98
loss: 0.9999999905210942
dilation rates: [[2.54, 4.71], [1.57, 4.88], [2.5, 9.54], [5.54, 3.56], [3.5, 6.57], [2.5, 10.97], [1.58, 9.34], [6.61, 3.51], [3.85, 8.04], [4.51, 7.33], [7.72, 7.23], [12.49, 21.53]]
epoch: 99
loss: 0.9999999926096667
dilation rates: [[2.5, 4.65], [1.6, 4.8], [2.51, 9.6], [5.55, 3.5], [3.5, 6.6], [2.51, 11.02], [1.65, 9.38], [6.66, 3.52], [3.81, 8.06], [4.53, 7.36], [7.79, 7.3], [12.51, 21.58]]
IOU: [96.27, 72.14, 86.02, 31.87, 43.36, 50.88, 48.13, 52.99, 87.86, 51.95, 92.53, 60.44, 39.72, 88.91, 38.7, 55.07, 26.03, 21.62, 57.21]
mIOU: 57.99, mIOU_reduced: 61.37, accuracy: 92.46
epoch: 100
loss: 0.9999999913243913
dilation rates: [[2.52, 4.53], [1.75, 4.72], [2.5, 9.57], [5.53, 3.54], [3.53, 6.55], [2.5, 11.09], [1.5, 9.44], [6.67, 3.51], [3.81, 8.13], [4.49, 7.39], [7.86, 7.4], [12.52, 21.66]]
epoch: 101
loss: 0.9999999918063696
dilation rates: [[2.48, 4.56], [1.72, 4.85], [2.5, 9.55], [5.55, 3.57], [3.57, 6.63], [2.58, 11.13], [1.5, 9.5], [6.73, 3.51], [3.81, 8.22], [4.48, 7.47], [7.92, 7.47], [12.52, 21.69]]
epoch: 102
loss: 0.999999991163732
dilation rates: [[2.46, 4.61], [2.0, 4.97], [2.5, 9.54], [5.57, 3.52], [3.56, 6.71], [2.56, 11.19], [1.66, 9.52], [6.76, 3.49], [3.86, 8.26], [4.5, 7.47], [7.96, 7.48], [12.5, 21.6]]
epoch: 103
loss: 0.9999999929309855
dilation rates: [[2.51, 4.53], [2.11, 5.07], [2.5, 9.53], [5.55, 3.62], [3.59, 6.72], [2.54, 11.28], [1.66, 9.51], [6.78, 3.55], [3.9, 8.28], [4.51, 7.5], [8.01, 7.5], [12.52, 21.65]]
epoch: 104
loss: 0.9999999926096667
dilation rates: [[2.5, 4.51], [2.19, 5.16], [2.5, 9.61], [5.52, 3.57], [3.52, 6.71], [2.53, 11.27], [1.58, 9.53], [6.78, 3.5], [3.82, 8.35], [4.5, 7.48], [8.06, 7.49], [12.51, 21.67]]
epoch: 105
loss: 0.999999990039116
dilation rates: [[2.53, 4.52], [2.28, 5.18], [2.51, 9.76], [5.52, 3.51], [3.52, 6.69], [2.61, 11.32], [1.66, 9.54], [6.84, 3.51], [3.81, 8.36], [4.51, 7.48], [8.09, 7.52], [12.51, 21.64]]
epoch: 106
loss: 0.9999999924490073
dilation rates: [[2.52, 4.47], [2.3, 5.34], [2.49, 9.75], [5.53, 3.51], [3.56, 6.67], [2.56, 11.41], [1.51, 9.53], [6.82, 3.51], [3.86, 8.46], [4.49, 7.5], [8.14, 7.48], [12.5, 21.69]]
epoch: 107
loss: 0.9999999918063696
dilation rates: [[2.5, 4.5], [2.41, 5.44], [2.52, 9.78], [5.57, 3.57], [3.58, 6.66], [2.51, 11.45], [1.54, 9.53], [6.85, 3.54], [3.87, 8.49], [4.49, 7.48], [8.21, 7.5], [12.51, 21.75]]
epoch: 108
loss: 0.9999999927703261
dilation rates: [[2.57, 4.53], [2.16, 5.5], [2.49, 9.86], [5.54, 3.59], [3.7, 6.68], [2.56, 11.5], [1.59, 9.56], [6.84, 3.57], [3.95, 8.52], [4.49, 7.51], [8.24, 7.5], [12.6, 21.79]]
epoch: 109
loss: 0.9999999895571378
dilation rates: [[2.5, 4.49], [2.18, 5.54], [2.5, 9.96], [5.57, 3.7], [3.68, 6.73], [2.54, 11.47], [1.54, 9.68], [6.9, 3.56], [3.98, 8.56], [4.5, 7.52], [8.3, 7.5], [12.67, 21.86]]
epoch: 110
loss: 0.9999999906817536
dilation rates: [[2.49, 4.51], [2.34, 5.51], [2.5, 9.95], [5.52, 3.7], [3.65, 6.74], [2.55, 11.49], [1.54, 9.66], [6.93, 3.51], [3.94, 8.54], [4.5, 7.48], [8.31, 7.49], [12.73, 21.92]]
epoch: 111
loss: 0.9999999903604349
dilation rates: [[2.52, 4.53], [2.09, 5.52], [2.53, 10.05], [5.54, 3.7], [3.62, 6.78], [2.49, 11.51], [1.63, 9.77], [6.96, 3.51], [3.96, 8.54], [4.51, 7.48], [8.29, 7.49], [12.74, 21.96]]
epoch: 112
loss: 0.999999991163732
dilation rates: [[2.51, 4.51], [2.13, 5.48], [2.54, 10.08], [5.57, 3.62], [3.69, 6.82], [2.56, 11.52], [1.56, 9.79], [7.01, 3.58], [4.04, 8.56], [4.49, 7.49], [8.35, 7.52], [12.76, 22.06]]
epoch: 113
loss: 0.9999999922883478
dilation rates: [[2.53, 4.63], [2.31, 5.51], [2.49, 10.07], [5.56, 3.75], [3.73, 6.92], [2.52, 11.53], [1.62, 9.83], [7.02, 3.52], [4.14, 8.65], [4.52, 7.49], [8.35, 7.53], [12.87, 22.02]]
epoch: 114
loss: 0.999999990039116
dilation rates: [[2.57, 4.67], [2.36, 5.51], [2.5, 10.08], [5.54, 3.79], [3.79, 6.89], [2.53, 11.55], [1.73, 9.83], [7.01, 3.53], [4.18, 8.67], [4.52, 7.5], [8.4, 7.5], [12.89, 22.07]]
epoch: 115
loss: 0.9999999922883478
dilation rates: [[2.49, 4.66], [2.45, 5.45], [2.5, 10.04], [5.52, 3.72], [3.84, 6.94], [2.53, 11.61], [1.75, 9.88], [6.99, 3.54], [4.16, 8.69], [4.54, 7.48], [8.46, 7.54], [12.97, 22.12]]
epoch: 116
loss: 0.9999999927703261
dilation rates: [[2.49, 4.47], [2.14, 5.51], [2.47, 10.12], [5.52, 3.66], [3.85, 6.97], [2.53, 11.64], [1.69, 9.96], [7.03, 3.52], [4.16, 8.72], [4.5, 7.49], [8.47, 7.49], [13.06, 22.23]]
epoch: 117
loss: 0.9999999897177971
dilation rates: [[2.49, 4.73], [2.19, 5.53], [2.5, 10.28], [5.54, 3.78], [3.97, 7.15], [2.54, 11.68], [1.89, 10.02], [7.1, 3.56], [4.2, 8.78], [4.58, 7.5], [8.51, 7.51], [13.09, 22.29]]
epoch: 118
loss: 0.9999999914850507
dilation rates: [[2.54, 4.62], [2.21, 5.46], [2.49, 10.41], [5.64, 3.77], [4.16, 7.21], [2.62, 11.8], [1.95, 10.05], [7.17, 3.57], [4.28, 8.8], [4.57, 7.49], [8.55, 7.52], [13.19, 22.36]]
epoch: 119
loss: 0.9999999930916449
dilation rates: [[2.51, 4.54], [1.84, 5.49], [2.51, 10.45], [5.59, 3.85], [4.22, 7.23], [2.59, 11.89], [1.83, 10.11], [7.16, 3.59], [4.27, 8.83], [4.5, 7.49], [8.49, 7.52], [13.11, 22.39]]
epoch: 120
loss: 0.9999999913243913
dilation rates: [[2.57, 4.69], [1.97, 5.53], [2.53, 10.48], [5.65, 3.85], [4.32, 7.27], [2.59, 11.95], [1.89, 10.14], [7.2, 3.57], [4.38, 8.9], [4.5, 7.51], [8.53, 7.54], [13.14, 22.46]]
epoch: 121
loss: 0.9999999924490073
dilation rates: [[2.5, 4.6], [1.78, 5.52], [2.51, 10.59], [5.56, 4.02], [4.42, 7.38], [2.54, 12.07], [1.75, 10.23], [7.28, 3.5], [4.5, 8.9], [4.5, 7.5], [8.52, 7.53], [13.15, 22.5]]
epoch: 122
loss: 0.9999999914850507
dilation rates: [[2.57, 4.52], [1.65, 5.52], [2.49, 10.47], [5.59, 3.98], [4.38, 7.42], [2.56, 12.06], [1.54, 10.28], [7.26, 3.51], [4.46, 8.95], [4.49, 7.51], [8.54, 7.5], [13.2, 22.5]]
epoch: 123
loss: 0.9999999906817536
dilation rates: [[2.56, 4.65], [1.95, 5.51], [2.52, 10.51], [5.57, 4.07], [4.32, 7.56], [2.55, 12.16], [1.58, 10.33], [7.3, 3.51], [4.47, 8.97], [4.48, 7.53], [8.56, 7.54], [13.41, 22.55]]
epoch: 124
loss: 0.9999999930916449
dilation rates: [[2.5, 4.56], [2.04, 5.4], [2.5, 10.49], [5.54, 4.05], [4.28, 7.5], [2.51, 12.2], [1.65, 10.36], [7.3, 3.55], [4.5, 8.96], [4.5, 7.52], [8.55, 7.55], [13.5, 22.51]]
IOU: [97.02, 77.8, 88.83, 43.24, 49.06, 53.24, 45.36, 65.87, 89.94, 53.21, 91.99, 72.81, 47.55, 91.21, 45.06, 58.39, 45.44, 38.01, 63.77]
mIOU: 64.09, mIOU_reduced: 66.81, accuracy: 93.99
epoch: 125
loss: 0.9999999889145
dilation rates: [[2.63, 4.78], [2.06, 5.52], [2.52, 10.5], [5.75, 4.02], [4.39, 7.55], [2.54, 12.24], [2.08, 10.42], [7.38, 3.52], [4.51, 9.02], [4.51, 7.51], [8.64, 7.51], [13.55, 22.6]]
epoch: 126
loss: 0.9999999918063696
dilation rates: [[2.49, 4.67], [2.03, 5.53], [2.5, 10.51], [5.77, 4.05], [4.5, 7.5], [2.58, 12.31], [2.29, 10.44], [7.37, 3.54], [4.5, 9.05], [4.52, 7.52], [8.69, 7.51], [13.49, 22.63]]
epoch: 127
loss: 0.9999999914850507
dilation rates: [[2.53, 4.62], [2.16, 5.47], [2.52, 10.5], [5.83, 4.09], [4.41, 7.51], [2.57, 12.35], [1.99, 10.46], [7.38, 3.51], [4.49, 9.12], [4.52, 7.5], [8.64, 7.5], [13.5, 22.61]]
epoch: 128
loss: 0.9999999913243913
dilation rates: [[2.52, 4.55], [2.29, 5.55], [2.51, 10.51], [5.86, 4.3], [4.5, 7.5], [2.59, 12.39], [1.96, 10.5], [7.4, 3.52], [4.49, 9.1], [4.5, 7.53], [8.68, 7.5], [13.54, 22.65]]
epoch: 129
loss: 0.9999999934129638
dilation rates: [[2.51, 4.71], [2.36, 5.57], [2.5, 10.51], [5.93, 4.34], [4.5, 7.51], [2.68, 12.46], [2.3, 10.51], [7.42, 3.5], [4.48, 9.23], [4.51, 7.54], [8.79, 7.56], [13.51, 22.72]]
epoch: 130
loss: 0.9999999905210942
dilation rates: [[2.5, 4.66], [2.44, 5.64], [2.5, 10.57], [5.98, 4.47], [4.5, 7.51], [2.58, 12.51], [2.48, 10.57], [7.49, 3.54], [4.5, 9.24], [4.53, 7.5], [8.86, 7.6], [13.5, 22.75]]
epoch: 131
loss: 0.9999999927703261
dilation rates: [[2.51, 4.72], [2.37, 5.61], [2.49, 10.58], [6.0, 4.26], [4.49, 7.49], [2.5, 12.53], [2.44, 10.59], [7.5, 3.57], [4.48, 9.27], [4.51, 7.5], [8.94, 7.73], [13.5, 22.77]]
epoch: 132
loss: 0.9999999901997754
dilation rates: [[2.49, 4.75], [2.44, 5.54], [2.52, 10.53], [6.02, 4.29], [4.5, 7.49], [2.54, 12.54], [2.39, 10.59], [7.5, 3.52], [4.45, 9.28], [4.51, 7.49], [8.94, 7.71], [13.5, 22.83]]
epoch: 133
loss: 0.9999999916457102
dilation rates: [[2.51, 4.64], [2.42, 5.52], [2.49, 10.5], [6.07, 4.32], [4.48, 7.6], [2.55, 12.6], [2.02, 10.65], [7.54, 3.53], [4.41, 9.36], [4.53, 7.51], [8.94, 7.68], [13.51, 22.85]]
epoch: 134
loss: 0.9999999910030725
dilation rates: [[2.51, 4.55], [2.36, 5.57], [2.53, 10.5], [6.15, 4.32], [4.5, 7.56], [2.55, 12.66], [2.04, 10.69], [7.52, 3.53], [4.41, 9.43], [4.51, 7.5], [8.99, 7.64], [13.51, 22.94]]
epoch: 135
loss: 0.999999991967029
dilation rates: [[2.55, 4.48], [2.31, 5.52], [2.53, 10.51], [6.17, 4.36], [4.52, 7.53], [2.57, 12.64], [2.21, 10.67], [7.52, 3.5], [4.46, 9.46], [4.51, 7.51], [9.09, 7.63], [13.54, 22.93]]
epoch: 136
loss: 0.9999999901997754
dilation rates: [[2.49, 4.7], [2.46, 5.54], [2.5, 10.56], [6.27, 4.34], [4.51, 7.51], [2.55, 12.68], [2.21, 10.65], [7.49, 3.51], [4.49, 9.5], [4.52, 7.49], [9.16, 7.67], [13.53, 23.04]]
epoch: 137
loss: 0.9999999916457102
dilation rates: [[2.5, 4.5], [2.33, 5.53], [2.5, 10.68], [6.25, 4.31], [4.48, 7.54], [2.57, 12.7], [2.09, 10.64], [7.51, 3.5], [4.42, 9.49], [4.55, 7.51], [9.2, 7.66], [13.52, 23.03]]
epoch: 138
loss: 0.9999999901997754
dilation rates: [[2.5, 4.52], [2.49, 5.52], [2.5, 10.76], [6.36, 4.26], [4.48, 7.51], [2.59, 12.7], [1.97, 10.7], [7.5, 3.52], [4.47, 9.51], [4.54, 7.51], [9.23, 7.65], [13.54, 23.06]]
epoch: 139
loss: 0.9999999913243913
dilation rates: [[2.52, 4.48], [2.42, 5.56], [2.51, 10.73], [6.4, 4.33], [4.46, 7.51], [2.5, 12.76], [2.02, 10.67], [7.5, 3.52], [4.45, 9.5], [4.56, 7.48], [9.27, 7.63], [13.56, 23.11]]
epoch: 140
loss: 0.9999999910030725
dilation rates: [[2.49, 4.49], [2.39, 5.62], [2.5, 10.79], [6.46, 4.32], [4.44, 7.59], [2.64, 12.81], [1.92, 10.73], [7.48, 3.49], [4.4, 9.49], [4.63, 7.49], [9.35, 7.63], [13.55, 23.15]]
epoch: 141
loss: 0.999999991967029
dilation rates: [[2.51, 4.56], [2.24, 5.71], [2.56, 10.78], [6.43, 4.31], [4.45, 7.51], [2.66, 12.91], [1.96, 10.76], [7.49, 3.57], [4.42, 9.5], [4.68, 7.48], [9.4, 7.64], [13.53, 23.19]]
epoch: 142
loss: 0.999999991163732
dilation rates: [[2.51, 4.55], [2.19, 5.66], [2.51, 10.73], [6.49, 4.27], [4.5, 7.55], [2.6, 12.88], [1.88, 10.78], [7.48, 3.53], [4.39, 9.49], [4.71, 7.48], [9.43, 7.67], [13.48, 23.2]]
epoch: 143
loss: 0.999999991163732
dilation rates: [[2.57, 4.72], [2.36, 5.87], [2.51, 10.69], [6.47, 4.36], [4.47, 7.58], [2.59, 12.86], [1.81, 10.83], [7.47, 3.53], [4.4, 9.48], [4.78, 7.48], [9.5, 7.75], [13.55, 23.3]]
epoch: 144
loss: 0.9999999885931812
dilation rates: [[2.55, 4.65], [2.49, 5.8], [2.55, 10.71], [6.53, 4.39], [4.54, 7.72], [2.66, 12.88], [1.89, 10.89], [7.5, 3.63], [4.41, 9.52], [4.92, 7.5], [9.51, 7.8], [13.62, 23.3]]
epoch: 145
loss: 0.9999999926096667
dilation rates: [[2.51, 4.56], [2.41, 5.83], [2.5, 10.67], [6.51, 4.45], [4.49, 7.72], [2.59, 12.95], [1.78, 10.9], [7.5, 3.56], [4.35, 9.49], [4.9, 7.48], [9.51, 7.78], [13.6, 23.28]]
epoch: 146
loss: 0.9999999930916449
dilation rates: [[2.55, 4.57], [2.44, 5.75], [2.56, 10.85], [6.49, 4.53], [4.48, 7.73], [2.7, 12.94], [1.72, 10.93], [7.52, 3.53], [4.31, 9.49], [5.0, 7.51], [9.53, 7.86], [13.64, 23.26]]
epoch: 147
loss: 0.9999999906817536
dilation rates: [[2.66, 4.59], [2.49, 5.63], [2.52, 10.81], [6.5, 4.48], [4.57, 7.71], [2.69, 12.93], [1.73, 10.84], [7.49, 3.54], [4.27, 9.51], [5.08, 7.51], [9.48, 7.82], [13.58, 23.28]]
epoch: 148
loss: 0.9999999922883478
dilation rates: [[2.48, 4.54], [2.5, 5.53], [2.51, 10.92], [6.45, 4.36], [4.52, 7.83], [2.65, 13.02], [2.13, 10.88], [7.5, 3.52], [4.27, 9.52], [5.01, 7.51], [9.52, 7.79], [13.58, 23.31]]
epoch: 149
loss: 0.9999999918063696
dilation rates: [[2.51, 4.52], [2.15, 5.57], [2.49, 10.92], [6.51, 4.49], [4.49, 7.89], [2.75, 13.12], [2.08, 10.91], [7.51, 3.52], [4.32, 9.59], [5.15, 7.51], [9.53, 7.8], [13.69, 23.42]]
IOU: [96.96, 77.59, 88.68, 38.21, 47.94, 51.06, 49.94, 66.75, 89.31, 56.77, 93.66, 69.53, 46.48, 90.51, 54.82, 68.42, 62.28, 16.57, 65.07]
mIOU: 64.77, mIOU_reduced: 65.31, accuracy: 93.9
epoch: 150
loss: 0.9999999906817536
dilation rates: [[2.56, 4.59], [2.44, 5.71], [2.6, 10.98], [6.53, 4.49], [4.51, 7.94], [2.79, 13.2], [2.21, 10.91], [7.51, 3.51], [4.37, 9.58], [5.29, 7.49], [9.51, 7.76], [13.73, 23.46]]
epoch: 151
loss: 0.9999999930916449
dilation rates: [[2.56, 4.64], [2.31, 5.67], [2.51, 11.01], [6.51, 4.48], [4.51, 8.02], [2.74, 13.29], [1.86, 10.96], [7.5, 3.51], [4.39, 9.61], [5.47, 7.53], [9.52, 7.79], [13.75, 23.47]]
epoch: 152
loss: 0.9999999932523044
dilation rates: [[2.53, 4.54], [2.47, 5.68], [2.54, 10.98], [6.5, 4.5], [4.53, 8.0], [2.76, 13.3], [1.99, 10.94], [7.51, 3.55], [4.38, 9.63], [5.5, 7.53], [9.54, 7.85], [13.82, 23.52]]
epoch: 153
loss: 0.9999999914850507
dilation rates: [[2.53, 4.59], [2.31, 5.55], [2.48, 11.06], [6.49, 4.39], [4.51, 8.15], [2.8, 13.3], [1.93, 10.93], [7.51, 3.53], [4.35, 9.64], [5.49, 7.5], [9.51, 7.85], [13.8, 23.5]]
epoch: 154
loss: 0.9999999929309855
dilation rates: [[2.57, 4.54], [2.46, 5.65], [2.51, 11.06], [6.46, 4.5], [4.5, 8.12], [2.85, 13.39], [1.98, 10.99], [7.51, 3.5], [4.28, 9.69], [5.48, 7.5], [9.58, 7.84], [13.93, 23.55]]
epoch: 155
loss: 0.9999999908424131
dilation rates: [[2.51, 4.53], [2.45, 5.79], [2.55, 11.14], [6.51, 4.53], [4.5, 8.19], [2.81, 13.38], [1.98, 11.01], [7.51, 3.52], [4.26, 9.71], [5.5, 7.49], [9.57, 7.82], [13.86, 23.56]]
epoch: 156
loss: 0.9999999906817536
dilation rates: [[2.49, 4.57], [2.41, 5.83], [2.55, 11.22], [6.51, 4.53], [4.48, 8.24], [2.86, 13.46], [2.0, 11.02], [7.5, 3.49], [4.26, 9.68], [5.45, 7.5], [9.54, 7.88], [13.81, 23.53]]
epoch: 157
loss: 0.9999999921276884
dilation rates: [[2.5, 4.56], [2.49, 5.75], [2.47, 11.26], [6.49, 4.52], [4.52, 8.28], [3.02, 13.56], [2.19, 11.06], [7.51, 3.53], [4.32, 9.7], [5.5, 7.53], [9.59, 7.9], [13.89, 23.54]]
epoch: 158
loss: 0.9999999929309855
dilation rates: [[2.51, 4.51], [2.45, 5.75], [2.52, 11.24], [6.53, 4.48], [4.49, 8.32], [2.91, 13.53], [2.24, 11.07], [7.49, 3.51], [4.36, 9.7], [5.45, 7.47], [9.57, 7.86], [13.94, 23.62]]
epoch: 159
loss: 0.9999999916457102
dilation rates: [[2.5, 4.52], [2.29, 5.89], [2.51, 11.22], [6.49, 4.49], [4.5, 8.37], [2.93, 13.57], [2.07, 11.07], [7.5, 3.57], [4.32, 9.73], [5.49, 7.51], [9.54, 7.89], [13.92, 23.6]]
epoch: 160
loss: 0.9999999913243913
dilation rates: [[2.54, 4.68], [2.47, 5.97], [2.5, 11.43], [6.5, 4.49], [4.47, 8.39], [2.95, 13.59], [2.17, 11.07], [7.5, 3.67], [4.41, 9.79], [5.49, 7.51], [9.54, 7.98], [13.96, 23.67]]
epoch: 161
loss: 0.9999999934129638
dilation rates: [[2.5, 4.83], [2.49, 6.1], [2.5, 11.48], [6.51, 4.48], [4.51, 8.38], [3.03, 13.64], [2.16, 11.08], [7.54, 3.49], [4.37, 9.8], [5.48, 7.5], [9.53, 7.95], [13.95, 23.69]]
epoch: 162
loss: 0.9999999913243913
dilation rates: [[2.51, 4.8], [2.48, 6.11], [2.56, 11.41], [6.5, 4.45], [4.52, 8.42], [3.15, 13.68], [2.12, 11.12], [7.49, 3.53], [4.32, 9.81], [5.5, 7.52], [9.55, 7.95], [13.95, 23.73]]
epoch: 163
loss: 0.999999990039116
dilation rates: [[2.5, 4.73], [2.35, 6.21], [2.5, 11.36], [6.52, 4.5], [4.47, 8.44], [3.16, 13.64], [1.92, 11.14], [7.53, 3.53], [4.33, 9.83], [5.5, 7.5], [9.54, 7.89], [13.92, 23.73]]
epoch: 164
loss: 0.9999999903604349
dilation rates: [[2.58, 4.74], [2.4, 6.28], [2.52, 11.41], [6.48, 4.47], [4.55, 8.45], [3.04, 13.67], [2.21, 11.15], [7.52, 3.54], [4.3, 9.86], [5.48, 7.51], [9.54, 7.9], [13.93, 23.74]]
epoch: 165
loss: 0.9999999929309855
dilation rates: [[2.56, 4.5], [2.46, 6.29], [2.5, 11.49], [6.46, 4.47], [4.52, 8.41], [2.92, 13.66], [2.22, 11.21], [7.5, 3.56], [4.25, 9.88], [5.5, 7.5], [9.56, 7.93], [13.85, 23.82]]
epoch: 166
loss: 0.9999999906817536
dilation rates: [[2.57, 4.62], [2.49, 6.43], [2.48, 11.53], [6.55, 4.49], [4.47, 8.45], [2.97, 13.63], [2.39, 11.24], [7.52, 3.55], [4.24, 9.93], [5.45, 7.52], [9.59, 7.93], [13.98, 23.69]]
epoch: 167
loss: 0.9999999914850507
dilation rates: [[2.56, 4.59], [2.43, 6.37], [2.5, 11.52], [6.55, 4.53], [4.52, 8.45], [2.99, 13.63], [2.46, 11.28], [7.55, 3.61], [4.3, 9.99], [5.49, 7.52], [9.67, 8.01], [14.08, 23.77]]
epoch: 168
loss: 0.9999999914850507
dilation rates: [[2.52, 4.5], [2.52, 6.47], [2.52, 11.48], [6.5, 4.51], [4.53, 8.51], [3.14, 13.62], [2.35, 11.35], [7.54, 3.56], [4.31, 10.05], [5.48, 7.51], [9.65, 8.02], [14.13, 23.77]]
epoch: 169
loss: 0.9999999922883478
dilation rates: [[2.5, 4.6], [2.37, 6.5], [2.52, 11.5], [6.52, 4.53], [4.59, 8.52], [3.19, 13.63], [2.41, 11.36], [7.54, 3.63], [4.44, 10.04], [5.5, 7.5], [9.7, 8.15], [14.17, 23.81]]
epoch: 170
loss: 0.9999999926096667
dilation rates: [[2.55, 4.55], [2.54, 6.51], [2.5, 11.63], [6.54, 4.5], [4.6, 8.51], [3.2, 13.65], [2.49, 11.45], [7.51, 3.69], [4.46, 10.07], [5.49, 7.51], [9.73, 8.13], [14.31, 23.81]]
epoch: 171
loss: 0.9999999918063696
dilation rates: [[2.65, 4.52], [2.41, 6.55], [2.54, 11.71], [6.53, 4.53], [4.54, 8.5], [3.13, 13.65], [2.34, 11.5], [7.52, 3.69], [4.41, 10.08], [5.47, 7.51], [9.78, 8.08], [14.27, 23.86]]
epoch: 172
loss: 0.9999999926096667
dilation rates: [[2.57, 4.67], [2.41, 6.54], [2.53, 11.67], [6.52, 4.48], [4.53, 8.51], [3.24, 13.76], [2.42, 11.49], [7.54, 3.58], [4.31, 10.1], [5.5, 7.5], [9.82, 8.06], [14.4, 23.87]]
epoch: 173
loss: 0.9999999921276884
dilation rates: [[2.49, 4.71], [2.48, 6.47], [2.53, 11.69], [6.53, 4.49], [4.5, 8.46], [3.09, 13.75], [2.49, 11.46], [7.61, 3.6], [4.26, 10.14], [5.49, 7.53], [9.83, 8.1], [14.43, 23.89]]
epoch: 174
loss: 0.9999999914850507
dilation rates: [[2.51, 4.74], [2.41, 6.5], [2.5, 11.72], [6.53, 4.49], [4.52, 8.5], [3.17, 13.84], [2.45, 11.5], [7.62, 3.58], [4.26, 10.16], [5.5, 7.54], [9.89, 8.12], [14.5, 23.91]]
IOU: [97.45, 79.29, 89.97, 41.17, 49.49, 53.51, 48.21, 66.88, 90.78, 57.3, 93.67, 74.66, 50.92, 92.37, 46.33, 40.4, 61.94, 43.72, 68.17]
mIOU: 65.59, mIOU_reduced: 68.6, accuracy: 94.51
epoch: 175
loss: 0.9999999943769203
dilation rates: [[2.47, 4.72], [2.51, 6.49], [2.51, 11.65], [6.52, 4.45], [4.5, 8.5], [3.24, 13.94], [2.45, 11.52], [7.58, 3.5], [4.26, 10.22], [5.49, 7.54], [9.91, 8.16], [14.5, 23.98]]
epoch: 176
loss: 0.9999999924490073
dilation rates: [[2.47, 4.64], [2.5, 6.43], [2.52, 11.63], [6.53, 4.5], [4.52, 8.51], [3.36, 14.0], [2.41, 11.49], [7.57, 3.51], [4.2, 10.26], [5.5, 7.55], [9.95, 8.15], [14.49, 24.04]]
epoch: 177
loss: 0.9999999924490073
dilation rates: [[2.64, 4.57], [2.47, 6.44], [2.5, 11.62], [6.53, 4.52], [4.47, 8.5], [3.39, 14.05], [2.14, 11.5], [7.53, 3.5], [4.16, 10.26], [5.5, 7.54], [9.95, 8.14], [14.47, 24.02]]
epoch: 178
loss: 0.9999999921276884
dilation rates: [[2.46, 4.74], [2.48, 6.32], [2.5, 11.48], [6.47, 4.49], [4.52, 8.49], [3.31, 14.08], [2.22, 11.5], [7.57, 3.57], [4.17, 10.3], [5.51, 7.5], [9.96, 8.2], [14.47, 24.05]]
epoch: 179
loss: 0.9999999929309855
dilation rates: [[2.49, 4.79], [2.52, 6.33], [2.58, 11.5], [6.51, 4.51], [4.62, 8.5], [3.26, 14.17], [2.31, 11.48], [7.53, 3.53], [4.17, 10.37], [5.52, 7.51], [10.08, 8.27], [14.47, 24.11]]
epoch: 180
loss: 0.9999999945375797
dilation rates: [[2.57, 4.7], [2.51, 6.37], [2.5, 11.54], [6.56, 4.54], [4.61, 8.55], [3.36, 14.25], [2.33, 11.54], [7.54, 3.56], [4.18, 10.42], [5.49, 7.56], [10.13, 8.29], [14.55, 24.27]]
epoch: 181
loss: 0.999999990039116
dilation rates: [[2.55, 4.61], [2.45, 6.36], [2.52, 11.56], [6.51, 4.47], [4.51, 8.55], [3.38, 14.19], [2.39, 11.53], [7.51, 3.5], [4.11, 10.45], [5.48, 7.55], [10.22, 8.27], [14.47, 24.24]]
epoch: 182
loss: 0.9999999937342826
dilation rates: [[2.53, 4.5], [2.49, 6.4], [2.5, 11.58], [6.47, 4.54], [4.55, 8.54], [3.47, 14.23], [2.32, 11.52], [7.56, 3.57], [4.23, 10.49], [5.5, 7.52], [10.26, 8.37], [14.49, 24.36]]
epoch: 183
loss: 0.9999999924490073
dilation rates: [[2.54, 4.5], [2.47, 6.47], [2.5, 11.57], [6.55, 4.52], [4.55, 8.54], [3.49, 14.3], [2.43, 11.54], [7.56, 3.62], [4.23, 10.52], [5.5, 7.53], [10.26, 8.43], [14.53, 24.34]]
epoch: 184
loss: 0.9999999927703261
dilation rates: [[2.48, 4.75], [2.29, 6.61], [2.5, 11.6], [6.55, 4.52], [4.68, 8.52], [3.5, 14.32], [2.48, 11.59], [7.57, 3.63], [4.29, 10.5], [5.51, 7.54], [10.35, 8.47], [14.51, 24.29]]
epoch: 185
loss: 0.9999999916457102
dilation rates: [[2.54, 4.69], [2.48, 6.55], [2.5, 11.57], [6.64, 4.52], [4.66, 8.56], [3.51, 14.4], [2.49, 11.67], [7.57, 3.53], [4.27, 10.51], [5.51, 7.51], [10.4, 8.51], [14.51, 24.34]]
epoch: 186
loss: 0.9999999924490073
dilation rates: [[2.5, 4.68], [2.49, 6.51], [2.55, 11.58], [6.56, 4.51], [4.68, 8.54], [3.46, 14.4], [2.47, 11.64], [7.62, 3.57], [4.29, 10.51], [5.5, 7.49], [10.41, 8.49], [14.49, 24.39]]
epoch: 187
loss: 0.9999999913243913
dilation rates: [[2.57, 4.61], [2.43, 6.59], [2.53, 11.63], [6.62, 4.5], [4.69, 8.54], [3.49, 14.47], [2.35, 11.66], [7.66, 3.53], [4.25, 10.52], [5.5, 7.49], [10.46, 8.5], [14.57, 24.43]]
epoch: 188
loss: 0.9999999901997754
dilation rates: [[2.56, 4.57], [2.42, 6.58], [2.5, 11.69], [6.54, 4.51], [4.65, 8.59], [3.44, 14.54], [2.24, 11.68], [7.66, 3.52], [4.25, 10.48], [5.48, 7.49], [10.49, 8.49], [14.55, 24.49]]
epoch: 189
loss: 0.9999999935736232
dilation rates: [[2.49, 4.66], [2.49, 6.45], [2.5, 11.7], [6.54, 4.51], [4.71, 8.54], [3.49, 14.53], [2.47, 11.68], [7.73, 3.54], [4.3, 10.5], [5.51, 7.52], [10.5, 8.52], [14.53, 24.48]]
epoch: 190
loss: 0.9999999903604349
dilation rates: [[2.5, 4.57], [2.48, 6.57], [2.56, 11.75], [6.56, 4.49], [4.76, 8.54], [3.47, 14.57], [2.49, 11.66], [7.73, 3.67], [4.32, 10.53], [5.49, 7.51], [10.49, 8.53], [14.53, 24.45]]
epoch: 191
loss: 0.9999999921276884
dilation rates: [[2.58, 4.69], [2.47, 6.61], [2.48, 11.76], [6.55, 4.51], [4.73, 8.53], [3.46, 14.61], [2.46, 11.71], [7.73, 3.68], [4.37, 10.53], [5.49, 7.52], [10.53, 8.51], [14.58, 24.45]]
epoch: 192
loss: 0.9999999922883478
dilation rates: [[2.66, 4.57], [2.46, 6.61], [2.55, 11.77], [6.57, 4.52], [4.9, 8.56], [3.5, 14.65], [2.46, 11.76], [7.8, 3.77], [4.29, 10.55], [5.54, 7.51], [10.5, 8.5], [14.65, 24.51]]
epoch: 193
loss: 0.9999999914850507
dilation rates: [[2.51, 4.69], [2.56, 6.6], [2.59, 11.83], [6.69, 4.56], [4.91, 8.53], [3.54, 14.67], [2.44, 11.76], [7.84, 3.7], [4.31, 10.58], [5.5, 7.5], [10.53, 8.54], [14.67, 24.54]]
epoch: 194
loss: 0.9999999921276884
dilation rates: [[2.51, 4.71], [2.47, 6.52], [2.51, 11.91], [6.82, 4.51], [4.98, 8.52], [3.46, 14.7], [2.47, 11.78], [7.85, 3.63], [4.42, 10.56], [5.5, 7.54], [10.54, 8.51], [14.68, 24.53]]
epoch: 195
loss: 0.9999999926096667
dilation rates: [[2.58, 4.59], [2.52, 6.49], [2.45, 11.93], [6.91, 4.51], [5.01, 8.53], [3.47, 14.72], [2.37, 11.81], [7.88, 3.5], [4.41, 10.57], [5.5, 7.5], [10.53, 8.5], [14.71, 24.5]]
epoch: 196
loss: 0.9999999903604349
dilation rates: [[2.49, 4.51], [2.41, 6.49], [2.52, 11.94], [6.9, 4.49], [5.02, 8.61], [3.45, 14.79], [2.38, 11.85], [7.94, 3.51], [4.5, 10.57], [5.51, 7.53], [10.54, 8.51], [14.65, 24.51]]
epoch: 197
loss: 0.9999999914850507
dilation rates: [[2.5, 4.67], [2.5, 6.53], [2.5, 11.92], [6.82, 4.47], [5.11, 8.57], [3.44, 14.83], [2.48, 11.81], [7.89, 3.52], [4.44, 10.56], [5.51, 7.49], [10.48, 8.5], [14.7, 24.47]]
epoch: 198
loss: 0.9999999948588986
dilation rates: [[2.51, 4.54], [2.51, 6.63], [2.5, 11.94], [6.85, 4.51], [5.08, 8.7], [3.49, 14.82], [2.47, 11.82], [7.91, 3.56], [4.39, 10.56], [5.51, 7.51], [10.52, 8.52], [14.68, 24.51]]
epoch: 199
loss: 0.9999999927703261
dilation rates: [[2.48, 4.51], [2.49, 6.63], [2.48, 11.85], [6.88, 4.51], [5.07, 8.7], [3.47, 14.85], [2.27, 11.85], [7.91, 3.52], [4.3, 10.62], [5.52, 7.52], [10.53, 8.55], [14.71, 24.5]]
IOU: [96.66, 75.41, 89.75, 41.76, 50.29, 57.1, 50.75, 69.55, 90.68, 55.04, 93.29, 69.36, 53.04, 91.24, 48.73, 64.17, 28.09, 31.89, 67.88]
mIOU: 64.46, mIOU_reduced: 67.73, accuracy: 94.09
epoch: 200
loss: 0.9999999905210942
dilation rates: [[2.52, 4.6], [2.5, 6.55], [2.53, 11.83], [6.86, 4.58], [5.16, 8.72], [3.45, 14.8], [2.41, 11.84], [8.01, 3.52], [4.23, 10.61], [5.48, 7.5], [10.51, 8.51], [14.78, 24.54]]
epoch: 201
loss: 0.9999999930916449
dilation rates: [[2.61, 4.6], [2.45, 6.48], [2.53, 11.93], [6.84, 4.52], [5.17, 8.7], [3.5, 14.83], [2.11, 11.85], [8.0, 3.49], [4.17, 10.62], [5.5, 7.5], [10.48, 8.5], [14.69, 24.53]]
epoch: 202
loss: 0.9999999929309855
dilation rates: [[2.51, 4.53], [2.48, 6.46], [2.51, 11.96], [6.88, 4.49], [5.04, 8.74], [3.43, 14.81], [2.0, 11.83], [7.96, 3.51], [4.11, 10.66], [5.48, 7.48], [10.5, 8.5], [14.7, 24.49]]
epoch: 203
loss: 0.999999991163732
dilation rates: [[2.51, 4.64], [2.43, 6.52], [2.56, 11.95], [6.8, 4.52], [5.08, 8.74], [3.48, 14.81], [2.14, 11.88], [7.97, 3.54], [4.2, 10.67], [5.5, 7.51], [10.52, 8.51], [14.68, 24.51]]
epoch: 204
loss: 0.9999999905210942
dilation rates: [[2.51, 4.52], [2.46, 6.51], [2.53, 12.06], [6.8, 4.5], [5.07, 8.73], [3.51, 14.84], [2.41, 11.88], [8.01, 3.52], [4.11, 10.68], [5.5, 7.57], [10.51, 8.5], [14.69, 24.5]]
epoch: 205
loss: 0.9999999914850507
dilation rates: [[2.54, 4.54], [2.46, 6.44], [2.52, 11.97], [6.82, 4.51], [5.03, 8.72], [3.45, 14.87], [2.43, 11.88], [8.01, 3.52], [4.06, 10.67], [5.52, 7.55], [10.5, 8.53], [14.71, 24.53]]
epoch: 206
loss: 0.999999991163732
dilation rates: [[2.54, 4.61], [2.48, 6.51], [2.48, 11.94], [6.89, 4.55], [5.08, 8.79], [3.48, 14.89], [2.49, 11.91], [8.09, 3.51], [4.02, 10.68], [5.51, 7.54], [10.55, 8.55], [14.78, 24.54]]
epoch: 207
loss: 0.9999999930916449
dilation rates: [[2.55, 4.58], [2.49, 6.53], [2.51, 11.97], [6.92, 4.53], [5.08, 8.77], [3.48, 14.98], [2.45, 11.95], [8.11, 3.56], [3.99, 10.75], [5.53, 7.56], [10.57, 8.52], [14.88, 24.53]]
epoch: 208
loss: 0.9999999922883478
dilation rates: [[2.53, 4.65], [2.48, 6.49], [2.5, 12.04], [6.88, 4.51], [5.1, 8.83], [3.43, 15.0], [2.37, 12.02], [8.12, 3.5], [3.92, 10.76], [5.5, 7.59], [10.54, 8.47], [14.84, 24.5]]
epoch: 209
loss: 0.9999999937342826
dilation rates: [[2.61, 4.67], [2.5, 6.61], [2.51, 12.06], [6.88, 4.5], [5.14, 8.84], [3.48, 15.05], [2.38, 12.08], [8.13, 3.53], [3.96, 10.74], [5.49, 7.59], [10.55, 8.48], [14.77, 24.52]]
epoch: 210
loss: 0.9999999913243913
dilation rates: [[2.52, 4.69], [2.49, 6.52], [2.5, 12.01], [6.86, 4.46], [5.32, 8.82], [3.45, 15.08], [2.47, 12.1], [8.17, 3.59], [4.07, 10.79], [5.51, 7.57], [10.54, 8.5], [14.78, 24.56]]
epoch: 211
loss: 0.999999991163732
dilation rates: [[2.51, 4.73], [2.38, 6.46], [2.52, 11.99], [6.93, 4.51], [5.35, 8.82], [3.5, 15.14], [2.51, 12.14], [8.2, 3.56], [4.1, 10.83], [5.5, 7.59], [10.55, 8.49], [14.92, 24.55]]
epoch: 212
loss: 0.9999999908424131
dilation rates: [[2.5, 4.65], [2.5, 6.48], [2.52, 12.12], [6.97, 4.49], [5.43, 8.85], [3.51, 15.18], [2.51, 12.22], [8.24, 3.51], [4.03, 10.84], [5.5, 7.58], [10.56, 8.51], [14.95, 24.52]]
epoch: 213
loss: 0.9999999927703261
dilation rates: [[2.55, 4.8], [2.42, 6.54], [2.57, 12.19], [6.97, 4.54], [5.49, 8.78], [3.49, 15.28], [2.38, 12.26], [8.24, 3.53], [4.06, 10.87], [5.49, 7.55], [10.53, 8.51], [14.96, 24.52]]
epoch: 214
loss: 0.999999991967029
dilation rates: [[2.51, 4.84], [2.52, 6.51], [2.5, 12.12], [7.04, 4.51], [5.49, 8.82], [3.5, 15.29], [2.44, 12.27], [8.27, 3.5], [3.99, 10.84], [5.49, 7.54], [10.54, 8.49], [14.92, 24.5]]
epoch: 215
loss: 0.9999999910030725
dilation rates: [[2.5, 4.74], [2.5, 6.51], [2.52, 12.14], [7.05, 4.51], [5.5, 8.79], [3.5, 15.34], [2.42, 12.28], [8.31, 3.52], [4.0, 10.86], [5.51, 7.53], [10.56, 8.54], [14.92, 24.49]]
epoch: 216
loss: 0.999999991967029
dilation rates: [[2.52, 4.65], [2.5, 6.5], [2.52, 12.2], [7.12, 4.47], [5.46, 8.86], [3.49, 15.37], [2.3, 12.36], [8.38, 3.51], [3.99, 10.92], [5.5, 7.54], [10.51, 8.48], [14.9, 24.5]]
epoch: 217
loss: 0.9999999942162608
dilation rates: [[2.61, 4.6], [2.52, 6.5], [2.54, 12.13], [7.13, 4.57], [5.44, 8.87], [3.47, 15.35], [2.21, 12.4], [8.4, 3.52], [3.85, 10.97], [5.49, 7.54], [10.52, 8.51], [14.89, 24.5]]
epoch: 218
loss: 0.9999999914850507
dilation rates: [[2.56, 4.55], [2.46, 6.54], [2.5, 12.12], [7.14, 4.54], [5.4, 8.9], [3.49, 15.35], [2.43, 12.39], [8.4, 3.65], [3.75, 10.94], [5.53, 7.57], [10.54, 8.53], [14.96, 24.49]]
epoch: 219
loss: 0.9999999924490073
dilation rates: [[2.49, 4.54], [2.38, 6.49], [2.52, 12.11], [7.08, 4.47], [5.29, 8.92], [3.49, 15.39], [2.43, 12.49], [8.46, 3.66], [3.66, 10.99], [5.51, 7.57], [10.59, 8.51], [15.03, 24.53]]
epoch: 220
loss: 0.9999999934129638
dilation rates: [[2.51, 4.58], [2.37, 6.51], [2.51, 12.13], [7.03, 4.5], [5.36, 8.88], [3.5, 15.39], [2.39, 12.5], [8.44, 3.5], [3.62, 10.99], [5.5, 7.58], [10.58, 8.5], [15.05, 24.52]]
epoch: 221
loss: 0.9999999913243913
dilation rates: [[2.5, 4.86], [2.45, 6.5], [2.53, 12.18], [6.95, 4.58], [5.46, 8.9], [3.5, 15.43], [2.48, 12.53], [8.48, 3.54], [3.72, 11.09], [5.51, 7.64], [10.53, 8.52], [15.19, 24.52]]
epoch: 222
loss: 0.9999999914850507
dilation rates: [[2.53, 4.81], [2.51, 6.51], [2.54, 12.19], [6.91, 4.5], [5.51, 8.86], [3.47, 15.5], [2.38, 12.53], [8.5, 3.49], [3.65, 11.05], [5.5, 7.58], [10.54, 8.51], [15.29, 24.52]]
epoch: 223
loss: 0.9999999922883478
dilation rates: [[2.53, 4.74], [2.49, 6.48], [2.53, 12.27], [6.92, 4.5], [5.48, 8.89], [3.49, 15.52], [2.48, 12.54], [8.51, 3.59], [3.7, 11.09], [5.5, 7.55], [10.59, 8.53], [15.25, 24.52]]
epoch: 224
loss: 0.9999999937342826
dilation rates: [[2.52, 4.82], [2.5, 6.49], [2.5, 12.33], [6.94, 4.52], [5.51, 8.9], [3.49, 15.57], [2.39, 12.56], [8.51, 3.54], [3.63, 11.12], [5.53, 7.52], [10.61, 8.51], [15.28, 24.57]]
IOU: [97.14, 79.15, 90.68, 49.19, 53.04, 58.59, 60.64, 71.75, 91.02, 55.19, 94.05, 75.68, 53.88, 93.28, 46.81, 67.23, 48.15, 48.68, 70.02]
mIOU: 68.64, mIOU_reduced: 71.38, accuracy: 94.73
epoch: 225
loss: 0.9999999934129638
dilation rates: [[2.55, 4.7], [2.54, 6.49], [2.56, 12.41], [6.97, 4.51], [5.53, 8.94], [3.58, 15.59], [2.3, 12.54], [8.49, 3.53], [3.52, 11.14], [5.51, 7.5], [10.64, 8.52], [15.31, 24.61]]
epoch: 226
loss: 0.9999999930916449
dilation rates: [[2.51, 4.63], [2.49, 6.5], [2.5, 12.46], [7.02, 4.54], [5.5, 8.96], [3.5, 15.65], [2.46, 12.55], [8.49, 3.5], [3.54, 11.17], [5.5, 7.49], [10.59, 8.49], [15.23, 24.61]]
epoch: 227
loss: 0.9999999913243913
dilation rates: [[2.56, 4.8], [2.49, 6.49], [2.51, 12.46], [7.08, 4.59], [5.5, 8.93], [3.44, 15.64], [2.39, 12.52], [8.52, 3.5], [3.5, 11.22], [5.5, 7.5], [10.55, 8.49], [15.22, 24.6]]
epoch: 228
loss: 0.9999999926096667
dilation rates: [[2.6, 4.71], [2.51, 6.53], [2.58, 12.51], [7.13, 4.55], [5.51, 9.03], [3.45, 15.74], [2.36, 12.57], [8.52, 3.6], [3.53, 11.22], [5.5, 7.52], [10.58, 8.52], [15.27, 24.61]]
epoch: 229
loss: 0.9999999929309855
dilation rates: [[2.53, 4.75], [2.57, 6.5], [2.54, 12.52], [7.1, 4.5], [5.48, 9.03], [3.49, 15.74], [2.47, 12.54], [8.47, 3.49], [3.56, 11.24], [5.53, 7.51], [10.55, 8.51], [15.2, 24.52]]
epoch: 230
loss: 0.9999999926096667
dilation rates: [[2.48, 4.74], [2.47, 6.53], [2.51, 12.51], [7.16, 4.49], [5.5, 9.15], [3.5, 15.75], [2.42, 12.58], [8.5, 3.51], [3.51, 11.22], [5.51, 7.5], [10.57, 8.5], [15.17, 24.55]]
epoch: 231
loss: 0.9999999921276884
dilation rates: [[2.47, 4.83], [2.47, 6.52], [2.52, 12.5], [7.2, 4.52], [5.48, 9.15], [3.49, 15.8], [2.43, 12.61], [8.53, 3.51], [3.51, 11.25], [5.5, 7.54], [10.62, 8.51], [15.22, 24.52]]
epoch: 232
loss: 0.9999999935736232
dilation rates: [[2.48, 4.72], [2.46, 6.54], [2.5, 12.49], [7.29, 4.52], [5.46, 9.21], [3.47, 15.82], [2.34, 12.61], [8.5, 3.53], [3.5, 11.26], [5.48, 7.56], [10.63, 8.47], [15.2, 24.49]]
epoch: 233
loss: 0.9999999901997754
dilation rates: [[2.54, 4.91], [2.46, 6.65], [2.51, 12.53], [7.3, 4.51], [5.49, 9.24], [3.48, 15.86], [2.48, 12.66], [8.51, 3.53], [3.55, 11.28], [5.51, 7.54], [10.64, 8.5], [15.19, 24.53]]
epoch: 234
loss: 0.9999999918063696
dilation rates: [[2.53, 4.89], [2.5, 6.68], [2.51, 12.52], [7.36, 4.57], [5.53, 9.19], [3.5, 15.87], [2.34, 12.62], [8.53, 3.51], [3.51, 11.3], [5.51, 7.49], [10.64, 8.53], [15.21, 24.51]]
epoch: 235
loss: 0.9999999908424131
dilation rates: [[2.55, 4.91], [2.48, 6.76], [2.54, 12.59], [7.35, 4.54], [5.5, 9.2], [3.51, 15.91], [2.45, 12.65], [8.5, 3.53], [3.5, 11.31], [5.5, 7.5], [10.68, 8.5], [15.27, 24.53]]
epoch: 236
loss: 0.9999999922883478
dilation rates: [[2.53, 5.0], [2.5, 6.65], [2.55, 12.5], [7.34, 4.52], [5.49, 9.19], [3.51, 15.9], [2.38, 12.65], [8.5, 3.57], [3.51, 11.34], [5.5, 7.49], [10.7, 8.51], [15.31, 24.5]]
epoch: 237
loss: 0.9999999930916449
dilation rates: [[2.5, 4.98], [2.49, 6.7], [2.48, 12.5], [7.33, 4.56], [5.4, 9.23], [3.47, 15.92], [2.18, 12.7], [8.49, 3.53], [3.54, 11.35], [5.5, 7.51], [10.69, 8.5], [15.41, 24.47]]
epoch: 238
loss: 0.9999999946982392
dilation rates: [[2.51, 4.97], [2.48, 6.67], [2.53, 12.47], [7.48, 4.55], [5.41, 9.28], [3.5, 15.87], [2.17, 12.73], [8.51, 3.52], [3.52, 11.34], [5.5, 7.5], [10.72, 8.5], [15.44, 24.51]]
epoch: 239
loss: 0.9999999926096667
dilation rates: [[2.52, 4.99], [2.51, 6.58], [2.52, 12.51], [7.46, 4.52], [5.37, 9.35], [3.53, 15.87], [2.21, 12.73], [8.47, 3.53], [3.54, 11.32], [5.52, 7.51], [10.75, 8.51], [15.47, 24.52]]
epoch: 240
loss: 0.9999999905210942
dilation rates: [[2.51, 4.95], [2.46, 6.52], [2.49, 12.44], [7.5, 4.45], [5.46, 9.37], [3.47, 15.95], [2.32, 12.75], [8.46, 3.53], [3.5, 11.38], [5.49, 7.51], [10.73, 8.51], [15.5, 24.53]]
epoch: 241
loss: 0.9999999937342826
dilation rates: [[2.52, 4.91], [2.5, 6.53], [2.49, 12.36], [7.45, 4.49], [5.46, 9.36], [3.49, 15.92], [2.01, 12.78], [8.46, 3.5], [3.52, 11.39], [5.52, 7.51], [10.73, 8.49], [15.45, 24.5]]
epoch: 242
loss: 0.9999999922883478
dilation rates: [[2.5, 5.16], [2.41, 6.49], [2.6, 12.42], [7.35, 4.55], [5.48, 9.46], [3.5, 15.95], [2.13, 12.76], [8.46, 3.53], [3.52, 11.4], [5.5, 7.51], [10.78, 8.54], [15.47, 24.52]]
epoch: 243
loss: 0.9999999914850507
dilation rates: [[2.52, 5.25], [2.46, 6.55], [2.5, 12.51], [7.33, 4.58], [5.47, 9.48], [3.5, 15.99], [2.31, 12.75], [8.49, 3.56], [3.51, 11.43], [5.5, 7.51], [10.78, 8.5], [15.49, 24.5]]
epoch: 244
loss: 0.9999999921276884
dilation rates: [[2.58, 5.21], [2.46, 6.57], [2.56, 12.55], [7.39, 4.53], [5.5, 9.52], [3.47, 16.0], [2.35, 12.75], [8.49, 3.51], [3.51, 11.46], [5.52, 7.51], [10.87, 8.49], [15.49, 24.51]]
epoch: 245
loss: 0.9999999932523044
dilation rates: [[2.55, 5.11], [2.39, 6.64], [2.5, 12.53], [7.37, 4.5], [5.5, 9.52], [3.48, 16.02], [2.24, 12.72], [8.51, 3.5], [3.52, 11.5], [5.51, 7.51], [10.88, 8.5], [15.48, 24.5]]
epoch: 246
loss: 0.9999999914850507
dilation rates: [[2.5, 5.28], [2.51, 6.62], [2.5, 12.52], [7.26, 4.54], [5.48, 9.49], [3.46, 16.02], [2.5, 12.74], [8.52, 3.51], [3.59, 11.5], [5.52, 7.6], [10.92, 8.53], [15.51, 24.51]]
epoch: 247
loss: 0.9999999910030725
dilation rates: [[2.58, 5.31], [2.5, 6.56], [2.54, 12.5], [7.27, 4.52], [5.47, 9.48], [3.51, 16.08], [2.48, 12.73], [8.51, 3.53], [3.61, 11.51], [5.5, 7.61], [10.98, 8.52], [15.53, 24.55]]
epoch: 248
loss: 0.9999999927703261
dilation rates: [[2.58, 5.44], [2.5, 6.61], [2.49, 12.63], [7.33, 4.54], [5.51, 9.47], [3.44, 16.14], [2.42, 12.76], [8.55, 3.53], [3.57, 11.5], [5.51, 7.59], [11.05, 8.52], [15.5, 24.53]]
epoch: 249
loss: 0.9999999930916449
dilation rates: [[2.55, 5.5], [2.5, 6.61], [2.52, 12.48], [7.38, 4.51], [5.5, 9.44], [3.51, 16.17], [2.46, 12.81], [8.54, 3.54], [3.52, 11.51], [5.51, 7.61], [11.11, 8.61], [15.48, 24.53]]
IOU: [97.8, 82.45, 90.5, 43.15, 50.32, 59.1, 61.99, 70.44, 91.23, 62.0, 94.18, 74.4, 55.21, 93.45, 56.85, 64.8, 37.75, 43.4, 68.7]
mIOU: 68.3, mIOU_reduced: 71.15, accuracy: 94.99
epoch: 250
loss: 0.9999999918063696
dilation rates: [[2.57, 5.39], [2.5, 6.53], [2.49, 12.49], [7.38, 4.6], [5.52, 9.43], [3.5, 16.21], [2.48, 12.84], [8.52, 3.52], [3.5, 11.53], [5.49, 7.55], [11.12, 8.52], [15.51, 24.53]]
epoch: 251
loss: 0.9999999922883478
dilation rates: [[2.5, 5.42], [2.39, 6.44], [2.51, 12.47], [7.42, 4.51], [5.49, 9.51], [3.44, 16.24], [2.42, 12.84], [8.5, 3.55], [3.5, 11.54], [5.56, 7.54], [11.18, 8.51], [15.55, 24.52]]
epoch: 252
loss: 0.9999999926096667
dilation rates: [[2.54, 5.51], [2.47, 6.59], [2.51, 12.51], [7.51, 4.6], [5.48, 9.52], [3.43, 16.23], [2.32, 12.86], [8.52, 3.57], [3.53, 11.51], [5.5, 7.53], [11.22, 8.56], [15.52, 24.53]]
epoch: 253
loss: 0.9999999932523044
dilation rates: [[2.58, 5.38], [2.48, 6.6], [2.53, 12.5], [7.5, 4.59], [5.5, 9.45], [3.5, 16.26], [2.42, 12.85], [8.48, 3.53], [3.54, 11.52], [5.52, 7.51], [11.26, 8.57], [15.51, 24.59]]
epoch: 254
loss: 0.9999999918063696
dilation rates: [[2.52, 5.36], [2.49, 6.64], [2.55, 12.46], [7.49, 4.51], [5.49, 9.45], [3.48, 16.3], [2.46, 12.85], [8.52, 3.52], [3.51, 11.51], [5.51, 7.53], [11.28, 8.57], [15.48, 24.55]]
epoch: 255
loss: 0.9999999918063696
dilation rates: [[2.64, 5.26], [2.5, 6.71], [2.53, 12.46], [7.49, 4.64], [5.49, 9.54], [3.49, 16.34], [2.46, 12.87], [8.51, 3.54], [3.59, 11.5], [5.5, 7.5], [11.29, 8.55], [15.55, 24.58]]
epoch: 256
loss: 0.9999999930916449
dilation rates: [[2.55, 5.18], [2.42, 6.68], [2.57, 12.52], [7.49, 4.66], [5.49, 9.5], [3.49, 16.39], [2.47, 12.88], [8.49, 3.53], [3.61, 11.5], [5.5, 7.51], [11.37, 8.55], [15.5, 24.59]]
epoch: 257
loss: 0.9999999918063696
dilation rates: [[2.49, 5.16], [2.5, 6.7], [2.51, 12.5], [7.53, 4.72], [5.5, 9.5], [3.48, 16.42], [2.37, 12.91], [8.53, 3.51], [3.5, 11.52], [5.5, 7.5], [11.41, 8.57], [15.54, 24.6]]
epoch: 258
loss: 0.9999999926096667
dilation rates: [[2.5, 5.17], [2.49, 6.74], [2.51, 12.49], [7.5, 4.75], [5.51, 9.54], [3.48, 16.44], [2.5, 12.85], [8.52, 3.53], [3.55, 11.51], [5.51, 7.53], [11.43, 8.5], [15.53, 24.56]]
epoch: 259
loss: 0.9999999922883478
dilation rates: [[2.67, 5.25], [2.49, 6.7], [2.57, 12.51], [7.52, 4.72], [5.54, 9.54], [3.5, 16.51], [2.42, 12.88], [8.5, 3.52], [3.56, 11.54], [5.5, 7.53], [11.47, 8.51], [15.55, 24.6]]
epoch: 260
loss: 0.9999999932523044
dilation rates: [[2.51, 5.21], [2.49, 6.77], [2.51, 12.45], [7.49, 4.7], [5.51, 9.56], [3.5, 16.46], [2.4, 12.98], [8.51, 3.53], [3.51, 11.55], [5.51, 7.56], [11.5, 8.53], [15.61, 24.59]]
epoch: 261
loss: 0.9999999905210942
dilation rates: [[2.55, 5.16], [2.46, 6.74], [2.55, 12.5], [7.5, 4.62], [5.49, 9.51], [3.51, 16.51], [2.49, 13.0], [8.52, 3.54], [3.5, 11.54], [5.5, 7.54], [11.5, 8.5], [15.55, 24.64]]
epoch: 262
loss: 0.9999999908424131
dilation rates: [[2.57, 5.04], [2.51, 6.8], [2.52, 12.51], [7.55, 4.7], [5.49, 9.53], [3.5, 16.55], [2.44, 13.05], [8.58, 3.5], [3.5, 11.56], [5.52, 7.53], [11.5, 8.52], [15.52, 24.69]]
epoch: 263
loss: 0.9999999913243913
dilation rates: [[2.52, 5.09], [2.44, 6.87], [2.54, 12.53], [7.5, 4.7], [5.51, 9.54], [3.51, 16.61], [2.47, 13.06], [8.59, 3.55], [3.51, 11.59], [5.52, 7.51], [11.49, 8.52], [15.52, 24.68]]
epoch: 264
loss: 0.9999999935736232
dilation rates: [[2.5, 5.15], [2.49, 6.8], [2.53, 12.52], [7.5, 4.66], [5.48, 9.55], [3.52, 16.64], [2.4, 13.07], [8.55, 3.55], [3.54, 11.61], [5.52, 7.5], [11.5, 8.53], [15.57, 24.71]]
epoch: 265
loss: 0.9999999935736232
dilation rates: [[2.54, 5.08], [2.5, 6.83], [2.55, 12.54], [7.5, 4.66], [5.47, 9.53], [3.51, 16.62], [2.41, 13.06], [8.55, 3.52], [3.5, 11.62], [5.5, 7.5], [11.49, 8.5], [15.53, 24.69]]
epoch: 266
loss: 0.9999999929309855
dilation rates: [[2.55, 5.3], [2.5, 6.92], [2.53, 12.47], [7.48, 4.6], [5.49, 9.51], [3.51, 16.6], [2.15, 13.06], [8.5, 3.51], [3.51, 11.6], [5.52, 7.5], [11.47, 8.51], [15.52, 24.69]]
epoch: 267
loss: 0.9999999914850507
dilation rates: [[2.58, 5.06], [2.48, 6.92], [2.5, 12.55], [7.5, 4.55], [5.49, 9.51], [3.48, 16.58], [2.18, 13.06], [8.49, 3.55], [3.51, 11.6], [5.5, 7.52], [11.5, 8.51], [15.52, 24.67]]
epoch: 268
loss: 0.9999999930916449
dilation rates: [[2.52, 4.99], [2.47, 7.01], [2.64, 12.6], [7.51, 4.56], [5.52, 9.51], [3.49, 16.61], [2.17, 13.0], [8.52, 3.64], [3.52, 11.61], [5.5, 7.53], [11.52, 8.56], [15.52, 24.65]]
epoch: 269
loss: 0.9999999916457102
dilation rates: [[2.5, 5.13], [2.48, 7.01], [2.5, 12.57], [7.51, 4.61], [5.5, 9.42], [3.5, 16.66], [2.3, 13.03], [8.51, 3.63], [3.5, 11.56], [5.5, 7.5], [11.5, 8.52], [15.51, 24.64]]
epoch: 270
loss: 0.999999991163732
dilation rates: [[2.61, 5.21], [2.51, 6.98], [2.53, 12.58], [7.5, 4.66], [5.5, 9.53], [3.48, 16.62], [2.28, 12.99], [8.52, 3.61], [3.51, 11.53], [5.49, 7.51], [11.48, 8.51], [15.51, 24.67]]
epoch: 271
loss: 0.9999999935736232
dilation rates: [[2.52, 5.15], [2.48, 7.0], [2.56, 12.55], [7.53, 4.73], [5.49, 9.53], [3.48, 16.6], [1.91, 13.01], [8.52, 3.54], [3.5, 11.57], [5.49, 7.52], [11.46, 8.52], [15.52, 24.72]]
epoch: 272
loss: 0.9999999921276884
dilation rates: [[2.65, 5.22], [2.48, 7.06], [2.52, 12.59], [7.51, 4.65], [5.5, 9.52], [3.5, 16.64], [1.96, 13.02], [8.53, 3.52], [3.53, 11.6], [5.52, 7.49], [11.5, 8.51], [15.51, 24.71]]
epoch: 273
loss: 0.9999999935736232
dilation rates: [[2.5, 5.27], [2.46, 7.14], [2.49, 12.53], [7.5, 4.74], [5.52, 9.49], [3.49, 16.67], [2.04, 13.03], [8.49, 3.5], [3.54, 11.58], [5.5, 7.5], [11.49, 8.52], [15.52, 24.69]]
epoch: 274
loss: 0.9999999937342826
dilation rates: [[2.52, 5.2], [2.48, 7.14], [2.49, 12.52], [7.53, 4.77], [5.48, 9.51], [3.49, 16.71], [1.94, 13.05], [8.5, 3.52], [3.5, 11.6], [5.5, 7.5], [11.5, 8.53], [15.53, 24.65]]
IOU: [97.52, 80.27, 90.8, 50.1, 56.5, 60.33, 63.02, 71.06, 91.38, 60.96, 93.47, 77.44, 53.62, 93.19, 57.19, 68.56, 68.37, 45.5, 71.53]
mIOU: 71.1, mIOU_reduced: 72.29, accuracy: 95.09
epoch: 275
loss: 0.9999999929309855
dilation rates: [[2.49, 5.26], [2.48, 7.27], [2.51, 12.54], [7.5, 4.68], [5.5, 9.56], [3.51, 16.75], [1.89, 13.04], [8.52, 3.5], [3.52, 11.57], [5.51, 7.51], [11.52, 8.55], [15.55, 24.66]]
epoch: 276
loss: 0.999999991163732
dilation rates: [[2.5, 5.25], [2.47, 7.16], [2.58, 12.54], [7.52, 4.74], [5.48, 9.56], [3.5, 16.72], [1.75, 13.09], [8.55, 3.49], [3.55, 11.55], [5.54, 7.5], [11.5, 8.53], [15.51, 24.67]]
epoch: 277
loss: 0.9999999897177971
dilation rates: [[2.5, 5.28], [2.49, 7.1], [2.51, 12.55], [7.5, 4.74], [5.49, 9.56], [3.5, 16.71], [1.64, 13.09], [8.54, 3.49], [3.5, 11.5], [5.51, 7.5], [11.49, 8.52], [15.52, 24.68]]
epoch: 278
loss: 0.9999999926096667
dilation rates: [[2.62, 5.3], [2.5, 7.1], [2.5, 12.65], [7.47, 4.79], [5.46, 9.6], [3.5, 16.75], [1.92, 13.07], [8.5, 3.6], [3.54, 11.51], [5.51, 7.52], [11.5, 8.56], [15.54, 24.65]]
epoch: 279
loss: 0.9999999924490073
dilation rates: [[2.5, 5.33], [2.49, 7.07], [2.5, 12.72], [7.51, 4.77], [5.5, 9.55], [3.52, 16.75], [1.97, 13.1], [8.52, 3.58], [3.51, 11.54], [5.5, 7.5], [11.49, 8.58], [15.54, 24.69]]
epoch: 280
loss: 0.9999999910030725
dilation rates: [[2.48, 5.32], [2.49, 7.15], [2.52, 12.77], [7.51, 4.81], [5.52, 9.55], [3.48, 16.77], [1.89, 13.14], [8.51, 3.52], [3.51, 11.6], [5.5, 7.5], [11.5, 8.58], [15.49, 24.65]]
epoch: 281
loss: 0.9999999927703261
dilation rates: [[2.54, 5.22], [2.5, 7.22], [2.5, 12.68], [7.59, 4.63], [5.51, 9.52], [3.52, 16.78], [1.81, 13.15], [8.48, 3.54], [3.5, 11.57], [5.52, 7.5], [11.47, 8.57], [15.5, 24.69]]
epoch: 282
loss: 0.9999999930916449
dilation rates: [[2.68, 5.25], [2.48, 7.35], [2.52, 12.67], [7.58, 4.67], [5.5, 9.52], [3.5, 16.8], [1.68, 13.13], [8.5, 3.5], [3.5, 11.55], [5.5, 7.51], [11.49, 8.58], [15.5, 24.69]]
epoch: 283
loss: 0.9999999945375797
dilation rates: [[2.58, 5.33], [2.49, 7.37], [2.54, 12.71], [7.5, 4.69], [5.53, 9.48], [3.51, 16.8], [1.67, 13.14], [8.52, 3.5], [3.54, 11.55], [5.53, 7.52], [11.51, 8.56], [15.5, 24.71]]
epoch: 284
loss: 0.999999991163732
dilation rates: [[2.57, 5.43], [2.5, 7.39], [2.47, 12.75], [7.54, 4.75], [5.59, 9.49], [3.5, 16.77], [1.78, 13.16], [8.5, 3.5], [3.49, 11.56], [5.51, 7.48], [11.51, 8.61], [15.52, 24.71]]
epoch: 285
loss: 0.9999999926096667
dilation rates: [[2.52, 5.45], [2.49, 7.34], [2.51, 12.73], [7.52, 4.74], [5.58, 9.52], [3.5, 16.81], [1.79, 13.17], [8.5, 3.5], [3.5, 11.58], [5.5, 7.51], [11.5, 8.64], [15.52, 24.69]]
epoch: 286
loss: 0.9999999926096667
dilation rates: [[2.53, 5.57], [2.46, 7.32], [2.51, 12.82], [7.54, 4.71], [5.54, 9.55], [3.52, 16.85], [1.79, 13.21], [8.5, 3.58], [3.57, 11.58], [5.52, 7.51], [11.53, 8.65], [15.62, 24.72]]
epoch: 287
loss: 0.9999999929309855
dilation rates: [[2.5, 5.44], [2.5, 7.41], [2.52, 12.83], [7.53, 4.63], [5.49, 9.6], [3.49, 16.88], [1.71, 13.19], [8.52, 3.67], [3.5, 11.58], [5.49, 7.49], [11.54, 8.69], [15.6, 24.7]]
epoch: 288
loss: 0.9999999908424131
dilation rates: [[2.5, 5.43], [2.5, 7.45], [2.5, 12.78], [7.48, 4.64], [5.48, 9.59], [3.5, 16.85], [1.57, 13.19], [8.54, 3.59], [3.51, 11.58], [5.5, 7.49], [11.52, 8.7], [15.58, 24.73]]
epoch: 289
loss: 0.9999999934129638
dilation rates: [[2.5, 5.5], [2.52, 7.52], [2.54, 12.79], [7.47, 4.72], [5.51, 9.59], [3.52, 16.88], [1.52, 13.23], [8.54, 3.52], [3.5, 11.58], [5.5, 7.5], [11.5, 8.73], [15.55, 24.71]]
epoch: 290
loss: 0.9999999918063696
dilation rates: [[2.52, 5.47], [2.48, 7.52], [2.5, 12.74], [7.46, 4.74], [5.5, 9.58], [3.49, 16.85], [1.6, 13.27], [8.54, 3.51], [3.5, 11.59], [5.5, 7.51], [11.5, 8.72], [15.54, 24.72]]
epoch: 291
loss: 0.9999999932523044
dilation rates: [[2.52, 5.42], [2.49, 7.55], [2.5, 12.75], [7.5, 4.55], [5.56, 9.53], [3.5, 16.89], [1.57, 13.31], [8.57, 3.5], [3.53, 11.62], [5.52, 7.52], [11.5, 8.76], [15.53, 24.73]]
epoch: 292
loss: 0.9999999914850507
dilation rates: [[2.53, 5.37], [2.52, 7.5], [2.48, 12.79], [7.49, 4.52], [5.53, 9.56], [3.49, 16.85], [1.71, 13.31], [8.58, 3.5], [3.5, 11.64], [5.5, 7.49], [11.5, 8.73], [15.52, 24.71]]
epoch: 293
loss: 0.9999999929309855
dilation rates: [[2.54, 5.42], [2.48, 7.46], [2.5, 12.79], [7.51, 4.55], [5.51, 9.56], [3.49, 16.83], [1.69, 13.34], [8.58, 3.5], [3.5, 11.65], [5.5, 7.5], [11.5, 8.67], [15.51, 24.75]]
epoch: 294
loss: 0.9999999922883478
dilation rates: [[2.55, 5.35], [2.48, 7.47], [2.6, 12.85], [7.5, 4.55], [5.58, 9.63], [3.49, 16.84], [1.78, 13.37], [8.59, 3.52], [3.5, 11.66], [5.49, 7.49], [11.5, 8.71], [15.51, 24.73]]
epoch: 295
loss: 0.9999999935736232
dilation rates: [[2.58, 5.31], [2.51, 7.39], [2.49, 12.86], [7.51, 4.53], [5.57, 9.7], [3.5, 16.85], [1.86, 13.43], [8.59, 3.52], [3.51, 11.7], [5.52, 7.48], [11.5, 8.73], [15.5, 24.73]]
epoch: 296
loss: 0.9999999926096667
dilation rates: [[2.56, 5.34], [2.5, 7.41], [2.5, 12.88], [7.52, 4.56], [5.53, 9.69], [3.49, 16.88], [1.68, 13.45], [8.55, 3.5], [3.51, 11.7], [5.5, 7.5], [11.5, 8.69], [15.56, 24.79]]
epoch: 297
loss: 0.9999999916457102
dilation rates: [[2.49, 5.25], [2.5, 7.47], [2.51, 12.89], [7.49, 4.57], [5.55, 9.62], [3.5, 16.91], [1.59, 13.43], [8.56, 3.5], [3.51, 11.71], [5.51, 7.5], [11.5, 8.69], [15.54, 24.75]]
epoch: 298
loss: 0.9999999921276884
dilation rates: [[2.52, 5.11], [2.48, 7.5], [2.51, 12.91], [7.5, 4.52], [5.56, 9.61], [3.5, 16.95], [1.69, 13.42], [8.52, 3.52], [3.5, 11.71], [5.51, 7.52], [11.51, 8.64], [15.53, 24.79]]
epoch: 299
loss: 0.9999999934129638
dilation rates: [[2.52, 5.09], [2.48, 7.51], [2.51, 12.87], [7.52, 4.54], [5.51, 9.66], [3.5, 17.02], [1.53, 13.47], [8.52, 3.5], [3.5, 11.7], [5.5, 7.5], [11.5, 8.64], [15.54, 24.76]]
IOU: [97.61, 81.79, 90.98, 55.5, 51.99, 59.03, 59.76, 73.47, 91.59, 61.33, 94.73, 76.59, 56.31, 93.18, 59.95, 81.65, 61.62, 40.14, 69.78]
mIOU: 71.42, mIOU_reduced: 72.11, accuracy: 95.11
epoch: 300
loss: 0.9999999905210942
dilation rates: [[2.57, 5.0], [2.49, 7.53], [2.49, 12.96], [7.49, 4.62], [5.54, 9.64], [3.51, 17.06], [1.54, 13.5], [8.55, 3.5], [3.5, 11.72], [5.53, 7.5], [11.5, 8.71], [15.58, 24.81]]
epoch: 301
loss: 0.999999991163732
dilation rates: [[2.57, 5.06], [2.48, 7.49], [2.5, 12.99], [7.52, 4.69], [5.59, 9.71], [3.5, 17.08], [1.72, 13.5], [8.57, 3.54], [3.49, 11.72], [5.49, 7.5], [11.51, 8.74], [15.57, 24.78]]
epoch: 302
loss: 0.9999999927703261
dilation rates: [[2.5, 5.05], [2.52, 7.43], [2.52, 13.05], [7.6, 4.74], [5.65, 9.7], [3.48, 17.14], [1.81, 13.51], [8.56, 3.58], [3.51, 11.73], [5.5, 7.49], [11.51, 8.74], [15.55, 24.79]]
epoch: 303
loss: 0.9999999921276884
dilation rates: [[2.54, 4.94], [2.49, 7.42], [2.5, 13.0], [7.53, 4.72], [5.61, 9.66], [3.47, 17.08], [1.75, 13.51], [8.54, 3.52], [3.5, 11.76], [5.51, 7.51], [11.51, 8.73], [15.5, 24.77]]
epoch: 304
loss: 0.9999999918063696
dilation rates: [[2.5, 5.0], [2.51, 7.44], [2.5, 13.03], [7.51, 4.74], [5.57, 9.59], [3.47, 17.15], [1.61, 13.56], [8.54, 3.56], [3.52, 11.75], [5.52, 7.5], [11.51, 8.74], [15.53, 24.77]]
epoch: 305
loss: 0.9999999937342826
dilation rates: [[2.53, 5.06], [2.48, 7.44], [2.5, 12.96], [7.51, 4.61], [5.5, 9.5], [3.46, 17.14], [1.6, 13.53], [8.52, 3.5], [3.5, 11.78], [5.5, 7.49], [11.49, 8.75], [15.53, 24.79]]
epoch: 306
loss: 0.9999999916457102
dilation rates: [[2.5, 4.96], [2.5, 7.46], [2.52, 12.92], [7.49, 4.59], [5.49, 9.5], [3.48, 17.15], [1.56, 13.52], [8.52, 3.52], [3.51, 11.79], [5.51, 7.5], [11.51, 8.8], [15.52, 24.8]]
epoch: 307
loss: 0.9999999930916449
dilation rates: [[2.55, 4.91], [2.47, 7.44], [2.52, 12.91], [7.52, 4.51], [5.5, 9.52], [3.5, 17.18], [1.51, 13.54], [8.55, 3.51], [3.5, 11.79], [5.51, 7.51], [11.5, 8.76], [15.55, 24.82]]
epoch: 308
loss: 0.9999999922883478
dilation rates: [[2.52, 4.94], [2.48, 7.46], [2.5, 12.96], [7.5, 4.51], [5.49, 9.54], [3.51, 17.24], [1.55, 13.58], [8.54, 3.51], [3.5, 11.78], [5.5, 7.5], [11.51, 8.77], [15.59, 24.86]]
epoch: 309
loss: 0.9999999932523044
dilation rates: [[2.52, 4.94], [2.5, 7.47], [2.52, 12.94], [7.45, 4.56], [5.5, 9.55], [3.51, 17.22], [1.62, 13.57], [8.58, 3.51], [3.5, 11.8], [5.52, 7.5], [11.49, 8.8], [15.63, 24.85]]
epoch: 310
loss: 0.9999999924490073
dilation rates: [[2.55, 4.99], [2.47, 7.39], [2.57, 12.94], [7.48, 4.59], [5.44, 9.57], [3.47, 17.26], [1.55, 13.58], [8.57, 3.5], [3.5, 11.79], [5.51, 7.5], [11.5, 8.77], [15.62, 24.86]]
epoch: 311
loss: 0.9999999930916449
dilation rates: [[2.56, 5.05], [2.49, 7.46], [2.5, 12.97], [7.57, 4.63], [5.5, 9.6], [3.49, 17.26], [1.56, 13.58], [8.56, 3.51], [3.5, 11.82], [5.5, 7.5], [11.5, 8.74], [15.62, 24.88]]
epoch: 312
loss: 0.9999999935736232
dilation rates: [[2.5, 4.97], [2.5, 7.46], [2.61, 13.06], [7.49, 4.61], [5.51, 9.59], [3.49, 17.27], [1.55, 13.59], [8.56, 3.5], [3.5, 11.86], [5.52, 7.48], [11.49, 8.77], [15.6, 24.86]]
epoch: 313
loss: 0.9999999926096667
dilation rates: [[2.57, 4.89], [2.44, 7.47], [2.51, 13.03], [7.58, 4.65], [5.51, 9.55], [3.5, 17.27], [1.57, 13.61], [8.57, 3.51], [3.5, 11.86], [5.5, 7.51], [11.5, 8.69], [15.58, 24.87]]
epoch: 314
loss: 0.9999999905210942
dilation rates: [[2.52, 4.99], [2.5, 7.46], [2.53, 13.0], [7.52, 4.71], [5.55, 9.58], [3.46, 17.32], [1.51, 13.6], [8.59, 3.5], [3.5, 11.87], [5.5, 7.5], [11.51, 8.69], [15.58, 24.9]]
epoch: 315
loss: 0.9999999916457102
dilation rates: [[2.58, 5.11], [2.52, 7.5], [2.52, 12.95], [7.53, 4.67], [5.57, 9.61], [3.51, 17.34], [1.68, 13.63], [8.64, 3.6], [3.52, 11.89], [5.52, 7.51], [11.52, 8.73], [15.62, 24.9]]
epoch: 316
loss: 0.999999991967029
dilation rates: [[2.49, 5.11], [2.5, 7.46], [2.52, 12.94], [7.55, 4.61], [5.53, 9.61], [3.48, 17.38], [1.61, 13.65], [8.65, 3.52], [3.51, 11.92], [5.5, 7.49], [11.5, 8.76], [15.64, 24.92]]
epoch: 317
loss: 0.9999999914850507
dilation rates: [[2.55, 5.08], [2.6, 7.46], [2.54, 12.9], [7.59, 4.63], [5.51, 9.56], [3.53, 17.42], [1.62, 13.64], [8.68, 3.51], [3.51, 11.91], [5.5, 7.5], [11.51, 8.75], [15.61, 24.93]]
epoch: 318
loss: 0.9999999921276884
dilation rates: [[2.56, 5.07], [2.5, 7.46], [2.53, 12.95], [7.61, 4.6], [5.47, 9.62], [3.51, 17.44], [1.64, 13.61], [8.64, 3.51], [3.5, 11.91], [5.51, 7.5], [11.51, 8.74], [15.66, 25.0]]
epoch: 319
loss: 0.9999999929309855
dilation rates: [[2.51, 5.12], [2.51, 7.49], [2.5, 12.94], [7.63, 4.73], [5.49, 9.67], [3.48, 17.47], [1.51, 13.61], [8.62, 3.51], [3.5, 11.92], [5.5, 7.5], [11.52, 8.77], [15.6, 24.95]]
epoch: 320
loss: 0.9999999930916449
dilation rates: [[2.52, 5.0], [2.42, 7.47], [2.54, 12.96], [7.65, 4.81], [5.48, 9.69], [3.5, 17.5], [1.64, 13.6], [8.65, 3.53], [3.5, 11.95], [5.5, 7.5], [11.55, 8.82], [15.69, 24.98]]
epoch: 321
loss: 0.9999999934129638
dilation rates: [[2.52, 5.01], [2.5, 7.49], [2.5, 12.97], [7.59, 4.92], [5.53, 9.71], [3.52, 17.5], [1.59, 13.63], [8.65, 3.53], [3.52, 11.98], [5.51, 7.5], [11.54, 8.82], [15.69, 24.95]]
epoch: 322
loss: 0.9999999932523044
dilation rates: [[2.67, 5.09], [2.46, 7.51], [2.53, 12.94], [7.65, 5.06], [5.51, 9.75], [3.5, 17.48], [1.65, 13.64], [8.61, 3.51], [3.51, 12.03], [5.51, 7.49], [11.51, 8.85], [15.72, 24.92]]
epoch: 323
loss: 0.9999999921276884
dilation rates: [[2.58, 5.05], [2.46, 7.47], [2.53, 13.03], [7.59, 5.13], [5.5, 9.73], [3.5, 17.53], [1.73, 13.65], [8.62, 3.5], [3.52, 12.05], [5.51, 7.5], [11.5, 8.87], [15.74, 24.94]]
epoch: 324
loss: 0.9999999929309855
dilation rates: [[2.48, 5.04], [2.53, 7.49], [2.5, 13.02], [7.66, 5.23], [5.55, 9.79], [3.48, 17.57], [1.63, 13.63], [8.62, 3.52], [3.55, 12.08], [5.52, 7.5], [11.51, 8.89], [15.79, 24.96]]
IOU: [97.15, 79.38, 89.12, 36.81, 49.94, 53.16, 53.24, 70.26, 89.49, 53.49, 93.94, 70.73, 51.02, 90.62, 42.86, 49.99, 40.7, 31.28, 66.95]
mIOU: 63.69, mIOU_reduced: 67.29, accuracy: 94.07
epoch: 325
loss: 0.9999999914850507
dilation rates: [[2.6, 4.88], [2.5, 7.45], [2.55, 13.05], [7.6, 5.31], [5.5, 9.75], [3.5, 17.59], [1.57, 13.64], [8.6, 3.51], [3.5, 12.05], [5.5, 7.51], [11.5, 8.89], [15.82, 24.96]]
epoch: 326
loss: 0.9999999921276884
dilation rates: [[2.5, 4.9], [2.5, 7.46], [2.54, 13.09], [7.57, 5.36], [5.53, 9.83], [3.5, 17.57], [1.6, 13.64], [8.62, 3.51], [3.52, 12.05], [5.5, 7.5], [11.49, 8.88], [15.83, 24.97]]
epoch: 327
loss: 0.9999999918063696
dilation rates: [[2.56, 4.79], [2.48, 7.48], [2.51, 13.08], [7.52, 5.25], [5.52, 9.77], [3.51, 17.51], [1.65, 13.66], [8.58, 3.53], [3.49, 12.05], [5.5, 7.5], [11.51, 8.89], [15.85, 25.01]]
epoch: 328
loss: 0.9999999913243913
dilation rates: [[2.53, 4.74], [2.5, 7.53], [2.5, 13.03], [7.53, 5.16], [5.5, 9.8], [3.47, 17.55], [1.59, 13.65], [8.54, 3.51], [3.53, 12.1], [5.5, 7.51], [11.52, 8.92], [15.88, 24.99]]
epoch: 329
loss: 0.9999999934129638
dilation rates: [[2.6, 4.77], [2.51, 7.47], [2.52, 13.0], [7.58, 5.21], [5.53, 9.86], [3.48, 17.61], [1.73, 13.68], [8.54, 3.51], [3.5, 12.09], [5.51, 7.51], [11.53, 8.95], [15.88, 25.0]]
epoch: 330
loss: 0.9999999929309855
dilation rates: [[2.55, 4.79], [2.5, 7.49], [2.51, 12.97], [7.55, 5.14], [5.51, 9.84], [3.52, 17.63], [1.61, 13.67], [8.53, 3.5], [3.5, 12.09], [5.51, 7.5], [11.5, 8.94], [15.87, 25.0]]
epoch: 331
loss: 0.9999999914850507
dilation rates: [[2.52, 4.76], [2.51, 7.49], [2.51, 12.99], [7.58, 5.27], [5.5, 9.89], [3.5, 17.64], [1.51, 13.67], [8.53, 3.49], [3.51, 12.1], [5.5, 7.51], [11.52, 8.94], [15.9, 25.03]]
epoch: 332
loss: 0.9999999930916449
dilation rates: [[2.57, 4.73], [2.48, 7.5], [2.5, 13.0], [7.51, 5.31], [5.52, 9.85], [3.55, 17.64], [1.51, 13.69], [8.5, 3.48], [3.5, 12.07], [5.5, 7.49], [11.52, 8.92], [15.91, 25.06]]
epoch: 333
loss: 0.9999999926096667
dilation rates: [[2.5, 4.83], [2.5, 7.52], [2.5, 13.04], [7.56, 5.38], [5.52, 9.86], [3.48, 17.66], [1.51, 13.66], [8.52, 3.5], [3.5, 12.05], [5.52, 7.49], [11.51, 8.91], [15.9, 25.09]]
epoch: 334
loss: 0.9999999926096667
dilation rates: [[2.51, 4.81], [2.49, 7.5], [2.52, 13.04], [7.54, 5.36], [5.51, 9.85], [3.5, 17.65], [1.52, 13.66], [8.51, 3.51], [3.5, 12.06], [5.48, 7.47], [11.49, 8.91], [15.87, 25.08]]
epoch: 335
loss: 0.999999991967029
dilation rates: [[2.5, 4.73], [2.44, 7.46], [2.5, 13.02], [7.56, 5.24], [5.5, 9.87], [3.51, 17.68], [1.51, 13.65], [8.48, 3.5], [3.5, 12.07], [5.5, 7.46], [11.49, 8.87], [15.85, 25.1]]
epoch: 336
loss: 0.999999991163732
dilation rates: [[2.66, 4.79], [2.51, 7.49], [2.52, 13.05], [7.56, 5.2], [5.49, 9.91], [3.49, 17.72], [1.55, 13.68], [8.54, 3.51], [3.49, 12.11], [5.5, 7.49], [11.51, 8.83], [15.88, 25.12]]
epoch: 337
loss: 0.9999999930916449
dilation rates: [[2.55, 4.76], [2.5, 7.48], [2.51, 13.03], [7.55, 5.24], [5.51, 9.92], [3.49, 17.7], [1.57, 13.69], [8.55, 3.51], [3.51, 12.13], [5.51, 7.51], [11.51, 8.86], [15.85, 25.15]]
epoch: 338
loss: 0.9999999937342826
dilation rates: [[2.46, 4.81], [2.52, 7.5], [2.5, 13.0], [7.52, 5.29], [5.52, 9.91], [3.5, 17.66], [1.62, 13.7], [8.57, 3.5], [3.52, 12.1], [5.5, 7.49], [11.49, 8.85], [15.83, 25.13]]
epoch: 339
loss: 0.9999999938949421
dilation rates: [[2.53, 4.9], [2.49, 7.49], [2.51, 13.05], [7.53, 5.28], [5.53, 9.94], [3.49, 17.68], [1.53, 13.67], [8.57, 3.51], [3.5, 12.1], [5.51, 7.51], [11.5, 8.83], [15.81, 25.14]]
epoch: 340
loss: 0.9999999929309855
dilation rates: [[2.52, 4.88], [2.51, 7.51], [2.5, 13.11], [7.54, 5.26], [5.51, 9.96], [3.49, 17.71], [1.56, 13.69], [8.57, 3.54], [3.49, 12.14], [5.49, 7.5], [11.51, 8.84], [15.78, 25.15]]
epoch: 341
loss: 0.9999999922883478
dilation rates: [[2.51, 4.96], [2.46, 7.54], [2.51, 13.16], [7.57, 5.33], [5.5, 9.97], [3.47, 17.71], [1.51, 13.73], [8.59, 3.5], [3.51, 12.17], [5.5, 7.5], [11.51, 8.85], [15.79, 25.14]]
epoch: 342
loss: 0.9999999938949421
dilation rates: [[2.54, 4.79], [2.46, 7.47], [2.49, 13.18], [7.54, 5.34], [5.53, 9.91], [3.49, 17.7], [1.51, 13.73], [8.58, 3.51], [3.51, 12.19], [5.5, 7.53], [11.51, 8.86], [15.8, 25.15]]
epoch: 343
loss: 0.9999999930916449
dilation rates: [[2.5, 4.7], [2.49, 7.46], [2.51, 13.12], [7.55, 5.3], [5.5, 9.94], [3.5, 17.68], [1.52, 13.73], [8.59, 3.51], [3.5, 12.21], [5.51, 7.5], [11.5, 8.81], [15.78, 25.13]]
epoch: 344
loss: 0.999999991967029
dilation rates: [[2.53, 4.7], [2.5, 7.52], [2.51, 13.13], [7.54, 5.3], [5.56, 10.01], [3.49, 17.7], [1.59, 13.71], [8.59, 3.52], [3.51, 12.22], [5.5, 7.51], [11.5, 8.86], [15.76, 25.15]]
epoch: 345
loss: 0.9999999924490073
dilation rates: [[2.48, 4.69], [2.47, 7.51], [2.52, 13.15], [7.53, 5.29], [5.51, 10.01], [3.53, 17.68], [1.58, 13.71], [8.59, 3.56], [3.52, 12.25], [5.51, 7.49], [11.52, 8.9], [15.75, 25.17]]
epoch: 346
loss: 0.9999999934129638
dilation rates: [[2.5, 4.62], [2.51, 7.51], [2.49, 13.17], [7.58, 5.33], [5.54, 10.08], [3.44, 17.69], [1.53, 13.72], [8.63, 3.49], [3.53, 12.3], [5.5, 7.5], [11.55, 8.9], [15.79, 25.18]]
epoch: 347
loss: 0.9999999913243913
dilation rates: [[2.5, 4.7], [2.52, 7.54], [2.56, 13.22], [7.68, 5.45], [5.55, 10.09], [3.52, 17.66], [1.6, 13.74], [8.68, 3.52], [3.52, 12.29], [5.52, 7.5], [11.56, 8.95], [15.82, 25.22]]
epoch: 348
loss: 0.9999999927703261
dilation rates: [[2.56, 4.69], [2.44, 7.51], [2.51, 13.17], [7.68, 5.42], [5.53, 10.08], [3.48, 17.61], [1.55, 13.7], [8.66, 3.5], [3.5, 12.3], [5.51, 7.5], [11.55, 8.9], [15.78, 25.26]]
epoch: 349
loss: 0.9999999916457102
dilation rates: [[2.5, 4.66], [2.5, 7.5], [2.51, 13.15], [7.73, 5.35], [5.5, 10.04], [3.49, 17.66], [1.5, 13.71], [8.66, 3.5], [3.5, 12.33], [5.5, 7.49], [11.54, 8.89], [15.74, 25.28]]
IOU: [97.62, 81.53, 91.49, 58.22, 52.79, 61.37, 63.92, 72.9, 92.01, 57.47, 94.02, 77.71, 53.78, 93.59, 60.54, 76.13, 74.7, 40.52, 71.57]
mIOU: 72.2, mIOU_reduced: 72.53, accuracy: 95.36
epoch: 350
loss: 0.9999999927703261
dilation rates: [[2.51, 4.73], [2.49, 7.49], [2.5, 13.17], [7.71, 5.36], [5.49, 10.05], [3.5, 17.63], [1.51, 13.72], [8.64, 3.55], [3.5, 12.33], [5.51, 7.5], [11.53, 8.87], [15.75, 25.32]]
epoch: 351
loss: 0.999999991163732
dilation rates: [[2.52, 4.81], [2.46, 7.5], [2.57, 13.24], [7.69, 5.39], [5.53, 10.08], [3.47, 17.65], [1.52, 13.68], [8.62, 3.51], [3.5, 12.37], [5.5, 7.48], [11.53, 8.9], [15.75, 25.33]]
epoch: 352
loss: 0.9999999914850507
dilation rates: [[2.5, 4.88], [2.49, 7.49], [2.57, 13.23], [7.74, 5.46], [5.57, 10.09], [3.5, 17.66], [1.54, 13.67], [8.61, 3.5], [3.52, 12.38], [5.49, 7.5], [11.52, 8.87], [15.72, 25.33]]
epoch: 353
loss: 0.9999999910030725
dilation rates: [[2.51, 4.8], [2.53, 7.47], [2.51, 13.24], [7.76, 5.42], [5.54, 10.11], [3.51, 17.7], [1.53, 13.7], [8.59, 3.53], [3.51, 12.41], [5.52, 7.53], [11.5, 8.9], [15.77, 25.35]]
epoch: 354
loss: 0.9999999895571378
dilation rates: [[2.52, 4.75], [2.48, 7.5], [2.51, 13.25], [7.79, 5.48], [5.48, 10.11], [3.49, 17.72], [1.5, 13.7], [8.58, 3.51], [3.5, 12.4], [5.51, 7.51], [11.51, 8.9], [15.77, 25.35]]
epoch: 355
loss: 0.999999991967029
dilation rates: [[2.57, 4.72], [2.5, 7.49], [2.5, 13.25], [7.76, 5.49], [5.5, 10.19], [3.5, 17.73], [1.5, 13.7], [8.58, 3.5], [3.5, 12.4], [5.51, 7.5], [11.5, 8.94], [15.76, 25.36]]
epoch: 356
loss: 0.9999999898784565
dilation rates: [[2.51, 4.72], [2.5, 7.49], [2.49, 13.24], [7.78, 5.46], [5.49, 10.15], [3.48, 17.73], [1.54, 13.73], [8.6, 3.51], [3.49, 12.43], [5.5, 7.49], [11.5, 8.95], [15.73, 25.38]]
epoch: 357
loss: 0.9999999921276884
dilation rates: [[2.53, 4.82], [2.48, 7.51], [2.51, 13.24], [7.76, 5.5], [5.54, 10.2], [3.49, 17.73], [1.52, 13.75], [8.59, 3.52], [3.5, 12.43], [5.5, 7.5], [11.5, 8.93], [15.73, 25.39]]
epoch: 358
loss: 0.9999999937342826
dilation rates: [[2.51, 4.82], [2.5, 7.47], [2.5, 13.23], [7.73, 5.49], [5.58, 10.28], [3.49, 17.72], [1.51, 13.74], [8.62, 3.49], [3.51, 12.42], [5.5, 7.49], [11.5, 8.9], [15.73, 25.39]]
epoch: 359
loss: 0.999999991967029
dilation rates: [[2.53, 4.75], [2.47, 7.41], [2.55, 13.25], [7.76, 5.49], [5.56, 10.3], [3.46, 17.68], [1.52, 13.74], [8.6, 3.5], [3.5, 12.4], [5.5, 7.48], [11.5, 8.89], [15.7, 25.37]]
epoch: 360
loss: 0.9999999934129638
dilation rates: [[2.54, 4.77], [2.51, 7.47], [2.54, 13.24], [7.84, 5.5], [5.56, 10.28], [3.5, 17.69], [1.59, 13.74], [8.58, 3.51], [3.49, 12.43], [5.5, 7.5], [11.51, 8.91], [15.74, 25.41]]
epoch: 361
loss: 0.9999999922883478
dilation rates: [[2.54, 4.84], [2.49, 7.47], [2.46, 13.22], [7.84, 5.46], [5.49, 10.3], [3.5, 17.71], [1.52, 13.74], [8.55, 3.5], [3.5, 12.44], [5.5, 7.5], [11.5, 8.86], [15.72, 25.44]]
epoch: 362
loss: 0.9999999932523044
dilation rates: [[2.5, 4.84], [2.5, 7.49], [2.51, 13.24], [7.88, 5.49], [5.52, 10.31], [3.5, 17.74], [1.54, 13.74], [8.57, 3.51], [3.5, 12.45], [5.5, 7.5], [11.5, 8.83], [15.72, 25.46]]
epoch: 363
loss: 0.999999991967029
dilation rates: [[2.54, 4.84], [2.5, 7.46], [2.53, 13.26], [7.87, 5.51], [5.53, 10.27], [3.5, 17.8], [1.53, 13.73], [8.57, 3.51], [3.5, 12.47], [5.51, 7.5], [11.53, 8.77], [15.74, 25.46]]
epoch: 364
loss: 0.9999999937342826
dilation rates: [[2.55, 4.84], [2.45, 7.51], [2.55, 13.31], [7.87, 5.51], [5.5, 10.34], [3.5, 17.8], [1.5, 13.73], [8.57, 3.5], [3.49, 12.49], [5.49, 7.5], [11.53, 8.77], [15.75, 25.46]]
epoch: 365
loss: 0.9999999908424131
dilation rates: [[2.52, 4.73], [2.49, 7.48], [2.53, 13.33], [7.92, 5.48], [5.51, 10.33], [3.46, 17.79], [1.51, 13.74], [8.56, 3.5], [3.5, 12.48], [5.51, 7.5], [11.52, 8.79], [15.72, 25.47]]
epoch: 366
loss: 0.999999991967029
dilation rates: [[2.51, 4.7], [2.5, 7.5], [2.53, 13.31], [7.93, 5.49], [5.51, 10.34], [3.48, 17.81], [1.51, 13.76], [8.6, 3.5], [3.5, 12.5], [5.49, 7.5], [11.51, 8.78], [15.75, 25.49]]
epoch: 367
loss: 0.9999999908424131
dilation rates: [[2.5, 4.66], [2.46, 7.5], [2.53, 13.3], [7.91, 5.48], [5.57, 10.33], [3.48, 17.83], [1.59, 13.74], [8.62, 3.5], [3.5, 12.49], [5.5, 7.5], [11.51, 8.79], [15.74, 25.5]]
epoch: 368
loss: 0.9999999929309855
dilation rates: [[2.51, 4.71], [2.53, 7.51], [2.48, 13.26], [7.93, 5.42], [5.57, 10.33], [3.51, 17.82], [1.61, 13.75], [8.6, 3.51], [3.49, 12.52], [5.5, 7.51], [11.51, 8.8], [15.76, 25.47]]
epoch: 369
loss: 0.9999999913243913
dilation rates: [[2.54, 4.72], [2.52, 7.5], [2.5, 13.27], [7.98, 5.39], [5.56, 10.38], [3.5, 17.82], [1.53, 13.77], [8.62, 3.51], [3.5, 12.49], [5.5, 7.51], [11.5, 8.79], [15.75, 25.48]]
epoch: 370
loss: 0.9999999937342826
dilation rates: [[2.5, 4.83], [2.48, 7.49], [2.55, 13.27], [7.94, 5.38], [5.51, 10.45], [3.49, 17.83], [1.58, 13.75], [8.64, 3.53], [3.49, 12.5], [5.5, 7.5], [11.51, 8.85], [15.76, 25.46]]
epoch: 371
loss: 0.9999999916457102
dilation rates: [[2.52, 4.84], [2.51, 7.5], [2.5, 13.23], [7.92, 5.43], [5.49, 10.44], [3.49, 17.86], [1.55, 13.77], [8.64, 3.5], [3.5, 12.49], [5.51, 7.49], [11.5, 8.8], [15.77, 25.48]]
epoch: 372
loss: 0.9999999898784565
dilation rates: [[2.51, 4.86], [2.49, 7.48], [2.51, 13.3], [7.88, 5.44], [5.49, 10.39], [3.47, 17.86], [1.51, 13.75], [8.65, 3.5], [3.5, 12.49], [5.5, 7.5], [11.52, 8.82], [15.77, 25.49]]
epoch: 373
loss: 0.9999999918063696
dilation rates: [[2.55, 4.78], [2.48, 7.44], [2.55, 13.28], [7.92, 5.47], [5.57, 10.38], [3.51, 17.9], [1.51, 13.76], [8.66, 3.5], [3.5, 12.47], [5.49, 7.49], [11.5, 8.83], [15.78, 25.51]]
epoch: 374
loss: 0.999999991163732
dilation rates: [[2.51, 4.73], [2.46, 7.47], [2.5, 13.3], [7.92, 5.43], [5.51, 10.42], [3.49, 17.92], [1.54, 13.76], [8.65, 3.51], [3.5, 12.52], [5.5, 7.49], [11.5, 8.83], [15.76, 25.54]]
IOU: [97.9, 83.23, 90.67, 47.76, 48.77, 61.01, 64.1, 74.29, 91.38, 57.24, 93.12, 78.35, 56.54, 93.59, 75.44, 74.54, 37.39, 52.38, 72.22]
mIOU: 71.05, mIOU_reduced: 72.66, accuracy: 95.13
epoch: 375
loss: 0.9999999929309855
dilation rates: [[2.5, 4.64], [2.5, 7.5], [2.51, 13.31], [7.89, 5.43], [5.5, 10.43], [3.51, 17.92], [1.51, 13.76], [8.63, 3.5], [3.5, 12.51], [5.5, 7.49], [11.51, 8.81], [15.72, 25.5]]
epoch: 376
loss: 0.9999999935736232
dilation rates: [[2.5, 4.63], [2.47, 7.51], [2.52, 13.32], [7.88, 5.42], [5.48, 10.45], [3.49, 17.93], [1.51, 13.79], [8.62, 3.5], [3.5, 12.49], [5.5, 7.5], [11.51, 8.82], [15.71, 25.52]]
epoch: 377
loss: 0.9999999901997754
dilation rates: [[2.48, 4.64], [2.53, 7.5], [2.5, 13.31], [7.89, 5.37], [5.51, 10.45], [3.49, 17.91], [1.5, 13.8], [8.62, 3.51], [3.51, 12.5], [5.5, 7.51], [11.5, 8.81], [15.72, 25.5]]
epoch: 378
loss: 0.9999999942162608
dilation rates: [[2.5, 4.69], [2.45, 7.5], [2.52, 13.34], [7.87, 5.33], [5.51, 10.42], [3.5, 17.94], [1.53, 13.8], [8.62, 3.51], [3.5, 12.51], [5.49, 7.5], [11.52, 8.81], [15.74, 25.5]]
epoch: 379
loss: 0.9999999916457102
dilation rates: [[2.52, 4.71], [2.5, 7.49], [2.51, 13.35], [7.82, 5.27], [5.5, 10.45], [3.46, 17.96], [1.51, 13.78], [8.61, 3.5], [3.5, 12.5], [5.5, 7.5], [11.53, 8.8], [15.79, 25.51]]
epoch: 380
loss: 0.999999991163732
dilation rates: [[2.51, 4.73], [2.5, 7.49], [2.5, 13.43], [7.83, 5.26], [5.5, 10.46], [3.48, 17.95], [1.51, 13.8], [8.6, 3.49], [3.5, 12.5], [5.49, 7.49], [11.51, 8.79], [15.79, 25.5]]
epoch: 381
loss: 0.9999999924490073
dilation rates: [[2.49, 4.63], [2.5, 7.46], [2.51, 13.46], [7.83, 5.3], [5.51, 10.47], [3.48, 17.97], [1.52, 13.79], [8.59, 3.5], [3.49, 12.49], [5.5, 7.5], [11.5, 8.75], [15.79, 25.51]]
epoch: 382
loss: 0.9999999921276884
dilation rates: [[2.52, 4.65], [2.48, 7.48], [2.51, 13.47], [7.8, 5.35], [5.5, 10.44], [3.49, 17.95], [1.5, 13.78], [8.61, 3.5], [3.5, 12.47], [5.49, 7.5], [11.51, 8.75], [15.8, 25.5]]
epoch: 383
loss: 0.9999999929309855
dilation rates: [[2.56, 4.7], [2.51, 7.45], [2.5, 13.49], [7.75, 5.33], [5.49, 10.5], [3.5, 17.92], [1.5, 13.76], [8.58, 3.5], [3.49, 12.5], [5.5, 7.5], [11.51, 8.74], [15.79, 25.49]]
epoch: 384
loss: 0.9999999926096667
dilation rates: [[2.52, 4.73], [2.5, 7.42], [2.51, 13.47], [7.73, 5.32], [5.48, 10.49], [3.5, 17.91], [1.52, 13.74], [8.55, 3.48], [3.5, 12.53], [5.5, 7.49], [11.5, 8.73], [15.8, 25.48]]
epoch: 385
loss: 0.9999999910030725
dilation rates: [[2.5, 4.75], [2.51, 7.42], [2.51, 13.46], [7.78, 5.38], [5.51, 10.48], [3.51, 17.93], [1.5, 13.75], [8.57, 3.5], [3.5, 12.5], [5.48, 7.5], [11.5, 8.72], [15.82, 25.49]]
epoch: 386
loss: 0.9999999921276884
dilation rates: [[2.6, 4.71], [2.47, 7.4], [2.5, 13.51], [7.78, 5.38], [5.5, 10.49], [3.51, 17.94], [1.5, 13.75], [8.58, 3.5], [3.49, 12.5], [5.49, 7.5], [11.5, 8.7], [15.8, 25.5]]
epoch: 387
loss: 0.9999999910030725
dilation rates: [[2.51, 4.72], [2.48, 7.43], [2.5, 13.49], [7.77, 5.42], [5.53, 10.48], [3.5, 17.95], [1.5, 13.74], [8.56, 3.49], [3.49, 12.49], [5.5, 7.51], [11.5, 8.7], [15.81, 25.51]]
epoch: 388
loss: 0.9999999918063696
dilation rates: [[2.54, 4.72], [2.47, 7.5], [2.53, 13.48], [7.78, 5.44], [5.52, 10.5], [3.48, 17.94], [1.53, 13.74], [8.54, 3.51], [3.5, 12.5], [5.5, 7.5], [11.53, 8.71], [15.83, 25.52]]
epoch: 389
loss: 0.9999999927703261
dilation rates: [[2.56, 4.73], [2.48, 7.5], [2.49, 13.51], [7.79, 5.48], [5.5, 10.48], [3.48, 17.96], [1.51, 13.74], [8.54, 3.5], [3.5, 12.51], [5.5, 7.5], [11.52, 8.72], [15.85, 25.52]]
epoch: 390
loss: 0.9999999918063696
dilation rates: [[2.5, 4.76], [2.5, 7.51], [2.52, 13.53], [7.79, 5.48], [5.55, 10.5], [3.5, 17.98], [1.55, 13.76], [8.53, 3.51], [3.5, 12.5], [5.49, 7.49], [11.52, 8.72], [15.84, 25.51]]
epoch: 391
loss: 0.999999991967029
dilation rates: [[2.5, 4.79], [2.48, 7.5], [2.53, 13.49], [7.79, 5.49], [5.62, 10.48], [3.5, 18.0], [1.52, 13.76], [8.52, 3.5], [3.5, 12.49], [5.5, 7.5], [11.51, 8.72], [15.82, 25.52]]
epoch: 392
loss: 0.9999999895571378
dilation rates: [[2.5, 4.76], [2.49, 7.43], [2.53, 13.51], [7.75, 5.49], [5.57, 10.46], [3.5, 17.97], [1.51, 13.76], [8.51, 3.48], [3.5, 12.5], [5.5, 7.49], [11.51, 8.71], [15.86, 25.53]]
epoch: 393
loss: 0.9999999918063696
dilation rates: [[2.56, 4.76], [2.51, 7.44], [2.5, 13.5], [7.78, 5.48], [5.49, 10.45], [3.49, 18.0], [1.5, 13.73], [8.51, 3.5], [3.5, 12.5], [5.5, 7.5], [11.5, 8.69], [15.86, 25.51]]
epoch: 394
loss: 0.9999999926096667
dilation rates: [[2.5, 4.78], [2.5, 7.46], [2.51, 13.49], [7.74, 5.48], [5.51, 10.45], [3.49, 17.99], [1.5, 13.73], [8.5, 3.5], [3.5, 12.5], [5.51, 7.5], [11.5, 8.66], [15.9, 25.5]]
epoch: 395
loss: 0.9999999901997754
dilation rates: [[2.5, 4.71], [2.5, 7.47], [2.51, 13.48], [7.74, 5.5], [5.5, 10.44], [3.51, 17.98], [1.51, 13.73], [8.51, 3.53], [3.5, 12.5], [5.51, 7.5], [11.5, 8.66], [15.91, 25.49]]
epoch: 396
loss: 0.9999999910030725
dilation rates: [[2.5, 4.71], [2.5, 7.47], [2.5, 13.48], [7.76, 5.49], [5.5, 10.47], [3.45, 18.0], [1.52, 13.73], [8.52, 3.49], [3.5, 12.5], [5.5, 7.49], [11.5, 8.67], [15.92, 25.47]]
epoch: 397
loss: 0.9999999908424131
dilation rates: [[2.52, 4.8], [2.5, 7.48], [2.5, 13.46], [7.78, 5.49], [5.5, 10.48], [3.52, 17.99], [1.53, 13.73], [8.51, 3.5], [3.49, 12.52], [5.5, 7.5], [11.5, 8.68], [15.95, 25.49]]
epoch: 398
loss: 0.9999999905210942
dilation rates: [[2.51, 4.72], [2.5, 7.5], [2.58, 13.44], [7.79, 5.47], [5.54, 10.49], [3.51, 18.01], [1.58, 13.78], [8.55, 3.51], [3.5, 12.5], [5.5, 7.5], [11.51, 8.7], [15.97, 25.49]]
epoch: 399
loss: 0.9999999924490073
dilation rates: [[2.52, 4.67], [2.5, 7.5], [2.53, 13.47], [7.76, 5.4], [5.57, 10.53], [3.5, 18.0], [1.52, 13.76], [8.56, 3.5], [3.5, 12.5], [5.49, 7.49], [11.5, 8.71], [15.97, 25.5]]
IOU: [97.15, 82.0, 91.48, 54.99, 56.76, 62.71, 64.47, 73.4, 92.05, 61.5, 94.65, 77.77, 55.36, 93.73, 69.6, 80.66, 21.98, 51.08, 71.33]
mIOU: 71.19, mIOU_reduced: 73.78, accuracy: 95.22
epoch: 400
loss: 0.9999999889145
dilation rates: [[2.51, 4.72], [2.47, 7.5], [2.51, 13.43], [7.74, 5.37], [5.58, 10.49], [3.49, 18.0], [1.53, 13.76], [8.55, 3.49], [3.49, 12.5], [5.49, 7.48], [11.5, 8.69], [15.96, 25.5]]
epoch: 401
loss: 0.9999999901997754
dilation rates: [[2.53, 4.81], [2.5, 7.46], [2.48, 13.43], [7.7, 5.43], [5.56, 10.44], [3.5, 18.04], [1.52, 13.77], [8.53, 3.51], [3.5, 12.5], [5.5, 7.5], [11.5, 8.68], [15.96, 25.5]]
epoch: 402
loss: 0.9999999922883478
dilation rates: [[2.5, 4.83], [2.51, 7.47], [2.55, 13.45], [7.69, 5.44], [5.53, 10.45], [3.5, 18.04], [1.5, 13.79], [8.54, 3.5], [3.49, 12.52], [5.5, 7.49], [11.5, 8.64], [15.94, 25.53]]
epoch: 403
loss: 0.9999999929309855
dilation rates: [[2.49, 4.89], [2.48, 7.53], [2.5, 13.47], [7.7, 5.5], [5.56, 10.49], [3.5, 18.05], [1.52, 13.79], [8.59, 3.5], [3.5, 12.54], [5.5, 7.5], [11.5, 8.63], [15.95, 25.52]]
epoch: 404
loss: 0.9999999918063696
dilation rates: [[2.5, 4.82], [2.53, 7.51], [2.56, 13.46], [7.73, 5.5], [5.51, 10.49], [3.5, 18.06], [1.5, 13.79], [8.59, 3.5], [3.5, 12.53], [5.5, 7.5], [11.5, 8.61], [15.96, 25.52]]
epoch: 405
loss: 0.9999999918063696
dilation rates: [[2.51, 4.74], [2.51, 7.5], [2.5, 13.5], [7.68, 5.48], [5.5, 10.44], [3.51, 18.08], [1.52, 13.79], [8.62, 3.51], [3.5, 12.54], [5.5, 7.49], [11.52, 8.61], [15.95, 25.52]]
epoch: 406
loss: 0.9999999921276884
dilation rates: [[2.54, 4.84], [2.5, 7.48], [2.5, 13.5], [7.68, 5.5], [5.53, 10.45], [3.46, 18.07], [1.52, 13.78], [8.63, 3.51], [3.5, 12.55], [5.5, 7.51], [11.51, 8.62], [15.98, 25.54]]
epoch: 407
loss: 0.9999999921276884
dilation rates: [[2.52, 4.88], [2.5, 7.5], [2.5, 13.49], [7.72, 5.49], [5.55, 10.47], [3.49, 18.09], [1.51, 13.79], [8.63, 3.5], [3.48, 12.52], [5.5, 7.48], [11.51, 8.6], [15.99, 25.55]]
epoch: 408
loss: 0.9999999918063696
dilation rates: [[2.52, 4.8], [2.5, 7.48], [2.53, 13.47], [7.71, 5.44], [5.5, 10.46], [3.5, 18.09], [1.51, 13.79], [8.62, 3.5], [3.49, 12.5], [5.5, 7.49], [11.5, 8.59], [15.99, 25.56]]
epoch: 409
loss: 0.9999999906817536
dilation rates: [[2.5, 4.86], [2.5, 7.5], [2.51, 13.49], [7.72, 5.42], [5.5, 10.47], [3.49, 18.1], [1.53, 13.8], [8.62, 3.5], [3.5, 12.5], [5.5, 7.49], [11.51, 8.59], [15.98, 25.55]]
epoch: 410
loss: 0.9999999914850507
dilation rates: [[2.52, 4.96], [2.5, 7.51], [2.51, 13.5], [7.76, 5.49], [5.55, 10.5], [3.5, 18.09], [1.5, 13.81], [8.64, 3.5], [3.5, 12.5], [5.5, 7.49], [11.51, 8.59], [16.0, 25.54]]
epoch: 411
loss: 0.9999999924490073
dilation rates: [[2.53, 4.91], [2.49, 7.5], [2.54, 13.48], [7.75, 5.46], [5.51, 10.5], [3.49, 18.09], [1.52, 13.82], [8.62, 3.51], [3.5, 12.5], [5.5, 7.5], [11.52, 8.6], [15.98, 25.55]]
epoch: 412
loss: 0.999999991967029
dilation rates: [[2.51, 4.87], [2.5, 7.48], [2.51, 13.47], [7.74, 5.45], [5.5, 10.5], [3.5, 18.1], [1.52, 13.82], [8.62, 3.5], [3.5, 12.5], [5.5, 7.5], [11.5, 8.58], [15.98, 25.55]]
epoch: 413
loss: 0.9999999918063696
dilation rates: [[2.54, 4.8], [2.46, 7.47], [2.5, 13.47], [7.76, 5.47], [5.52, 10.5], [3.47, 18.1], [1.5, 13.81], [8.62, 3.5], [3.49, 12.5], [5.5, 7.49], [11.5, 8.58], [15.99, 25.55]]
epoch: 414
loss: 0.9999999918063696
dilation rates: [[2.5, 4.76], [2.49, 7.47], [2.49, 13.46], [7.75, 5.44], [5.55, 10.47], [3.5, 18.11], [1.5, 13.82], [8.65, 3.5], [3.5, 12.5], [5.5, 7.49], [11.5, 8.57], [15.99, 25.56]]
epoch: 415
loss: 0.9999999910030725
dilation rates: [[2.51, 4.73], [2.5, 7.48], [2.51, 13.43], [7.78, 5.41], [5.51, 10.48], [3.48, 18.15], [1.5, 13.81], [8.65, 3.5], [3.5, 12.49], [5.5, 7.49], [11.49, 8.57], [15.98, 25.55]]
epoch: 416
loss: 0.9999999914850507
dilation rates: [[2.5, 4.8], [2.49, 7.5], [2.5, 13.43], [7.78, 5.49], [5.53, 10.45], [3.5, 18.15], [1.5, 13.8], [8.66, 3.5], [3.5, 12.49], [5.5, 7.49], [11.5, 8.57], [15.98, 25.55]]
epoch: 417
loss: 0.9999999901997754
dilation rates: [[2.5, 4.8], [2.49, 7.49], [2.54, 13.41], [7.8, 5.5], [5.56, 10.47], [3.5, 18.13], [1.5, 13.8], [8.65, 3.51], [3.5, 12.5], [5.5, 7.45], [11.5, 8.56], [15.98, 25.57]]
epoch: 418
loss: 0.9999999926096667
dilation rates: [[2.52, 4.83], [2.5, 7.5], [2.5, 13.4], [7.77, 5.48], [5.58, 10.47], [3.47, 18.14], [1.52, 13.79], [8.66, 3.51], [3.5, 12.5], [5.49, 7.49], [11.5, 8.57], [15.98, 25.58]]
epoch: 419
loss: 0.9999999910030725
dilation rates: [[2.5, 4.82], [2.5, 7.49], [2.51, 13.39], [7.77, 5.5], [5.57, 10.49], [3.49, 18.14], [1.5, 13.79], [8.66, 3.51], [3.5, 12.5], [5.5, 7.48], [11.51, 8.56], [15.99, 25.59]]
epoch: 420
loss: 0.9999999929309855
dilation rates: [[2.5, 4.85], [2.5, 7.49], [2.5, 13.38], [7.8, 5.43], [5.56, 10.48], [3.5, 18.13], [1.51, 13.8], [8.66, 3.5], [3.5, 12.5], [5.5, 7.49], [11.5, 8.55], [16.0, 25.59]]
epoch: 421
loss: 0.9999999914850507
dilation rates: [[2.5, 4.76], [2.5, 7.49], [2.51, 13.38], [7.81, 5.42], [5.57, 10.5], [3.51, 18.13], [1.51, 13.81], [8.68, 3.5], [3.51, 12.5], [5.5, 7.49], [11.5, 8.55], [15.99, 25.6]]
epoch: 422
loss: 0.9999999930916449
dilation rates: [[2.51, 4.73], [2.49, 7.54], [2.51, 13.39], [7.82, 5.4], [5.59, 10.53], [3.5, 18.15], [1.5, 13.8], [8.66, 3.5], [3.49, 12.5], [5.49, 7.5], [11.5, 8.56], [16.0, 25.62]]
epoch: 423
loss: 0.9999999908424131
dilation rates: [[2.52, 4.69], [2.49, 7.54], [2.5, 13.37], [7.85, 5.38], [5.6, 10.5], [3.49, 18.13], [1.51, 13.81], [8.66, 3.49], [3.5, 12.5], [5.49, 7.46], [11.51, 8.56], [16.01, 25.61]]
epoch: 424
loss: 0.9999999913243913
dilation rates: [[2.5, 4.64], [2.49, 7.51], [2.49, 13.38], [7.86, 5.37], [5.61, 10.48], [3.5, 18.15], [1.51, 13.81], [8.66, 3.51], [3.5, 12.5], [5.5, 7.47], [11.5, 8.54], [16.0, 25.62]]
IOU: [97.92, 83.62, 91.82, 54.92, 59.08, 61.84, 66.25, 76.37, 92.2, 64.74, 94.74, 78.54, 58.21, 94.18, 73.0, 82.35, 68.01, 57.02, 73.49]
mIOU: 75.17, mIOU_reduced: 75.31, accuracy: 95.69
epoch: 425
loss: 0.9999999926096667
dilation rates: [[2.5, 4.68], [2.5, 7.5], [2.56, 13.38], [7.87, 5.37], [5.58, 10.49], [3.5, 18.14], [1.49, 13.8], [8.67, 3.51], [3.49, 12.5], [5.5, 7.48], [11.5, 8.52], [15.99, 25.63]]
epoch: 426
loss: 0.999999990039116
dilation rates: [[2.5, 4.67], [2.49, 7.51], [2.5, 13.4], [7.89, 5.38], [5.6, 10.48], [3.5, 18.13], [1.5, 13.8], [8.67, 3.5], [3.5, 12.5], [5.5, 7.47], [11.5, 8.53], [15.99, 25.64]]
epoch: 427
loss: 0.9999999901997754
dilation rates: [[2.5, 4.69], [2.5, 7.5], [2.5, 13.38], [7.9, 5.4], [5.6, 10.49], [3.5, 18.14], [1.51, 13.79], [8.66, 3.51], [3.5, 12.51], [5.49, 7.49], [11.5, 8.53], [16.0, 25.64]]
epoch: 428
loss: 0.9999999903604349
dilation rates: [[2.51, 4.67], [2.49, 7.48], [2.52, 13.38], [7.88, 5.39], [5.56, 10.49], [3.51, 18.15], [1.51, 13.77], [8.67, 3.5], [3.5, 12.52], [5.5, 7.5], [11.5, 8.54], [16.0, 25.64]]
epoch: 429
loss: 0.9999999922883478
dilation rates: [[2.51, 4.66], [2.5, 7.49], [2.5, 13.42], [7.89, 5.39], [5.56, 10.5], [3.5, 18.17], [1.51, 13.78], [8.67, 3.5], [3.5, 12.51], [5.5, 7.47], [11.5, 8.53], [16.01, 25.65]]
epoch: 430
loss: 0.999999990039116
dilation rates: [[2.51, 4.72], [2.49, 7.48], [2.5, 13.43], [7.89, 5.41], [5.55, 10.49], [3.49, 18.18], [1.5, 13.79], [8.65, 3.5], [3.5, 12.51], [5.5, 7.47], [11.5, 8.53], [16.01, 25.65]]
epoch: 431
loss: 0.9999999908424131
dilation rates: [[2.52, 4.68], [2.51, 7.46], [2.51, 13.41], [7.91, 5.43], [5.54, 10.51], [3.5, 18.18], [1.51, 13.79], [8.64, 3.5], [3.5, 12.51], [5.49, 7.48], [11.5, 8.5], [15.99, 25.63]]
epoch: 432
loss: 0.9999999918063696
dilation rates: [[2.52, 4.71], [2.48, 7.49], [2.51, 13.44], [7.92, 5.41], [5.54, 10.51], [3.5, 18.19], [1.51, 13.79], [8.65, 3.5], [3.5, 12.51], [5.5, 7.49], [11.5, 8.51], [15.99, 25.64]]
epoch: 433
loss: 0.9999999905210942
dilation rates: [[2.5, 4.69], [2.5, 7.44], [2.51, 13.45], [7.92, 5.36], [5.55, 10.49], [3.5, 18.16], [1.5, 13.79], [8.63, 3.5], [3.5, 12.51], [5.5, 7.49], [11.5, 8.51], [15.98, 25.64]]
epoch: 434
loss: 0.9999999901997754
dilation rates: [[2.5, 4.69], [2.5, 7.44], [2.5, 13.45], [7.91, 5.43], [5.57, 10.46], [3.48, 18.17], [1.49, 13.8], [8.63, 3.51], [3.5, 12.51], [5.49, 7.49], [11.5, 8.5], [16.0, 25.65]]
epoch: 435
loss: 0.999999991967029
dilation rates: [[2.5, 4.73], [2.5, 7.45], [2.5, 13.48], [7.89, 5.42], [5.52, 10.48], [3.5, 18.17], [1.52, 13.8], [8.62, 3.5], [3.5, 12.51], [5.5, 7.48], [11.5, 8.5], [15.98, 25.64]]
epoch: 436
loss: 0.9999999908424131
dilation rates: [[2.5, 4.67], [2.51, 7.48], [2.5, 13.48], [7.92, 5.4], [5.52, 10.5], [3.49, 18.17], [1.5, 13.79], [8.63, 3.5], [3.49, 12.51], [5.49, 7.49], [11.5, 8.5], [15.97, 25.64]]
epoch: 437
loss: 0.9999999916457102
dilation rates: [[2.5, 4.66], [2.5, 7.5], [2.5, 13.5], [7.93, 5.41], [5.53, 10.49], [3.5, 18.18], [1.5, 13.79], [8.64, 3.5], [3.49, 12.49], [5.49, 7.48], [11.51, 8.5], [15.99, 25.66]]
epoch: 438
loss: 0.9999999926096667
dilation rates: [[2.51, 4.66], [2.5, 7.49], [2.51, 13.5], [7.91, 5.42], [5.51, 10.5], [3.48, 18.2], [1.51, 13.79], [8.63, 3.51], [3.5, 12.49], [5.49, 7.48], [11.5, 8.5], [15.99, 25.65]]
epoch: 439
loss: 0.9999999905210942
dilation rates: [[2.51, 4.69], [2.5, 7.46], [2.51, 13.48], [7.92, 5.39], [5.51, 10.49], [3.5, 18.22], [1.54, 13.79], [8.62, 3.5], [3.5, 12.5], [5.5, 7.49], [11.5, 8.5], [15.98, 25.66]]
epoch: 440
loss: 0.9999999908424131
dilation rates: [[2.5, 4.63], [2.49, 7.46], [2.5, 13.49], [7.91, 5.42], [5.5, 10.48], [3.5, 18.23], [1.51, 13.81], [8.6, 3.5], [3.5, 12.5], [5.47, 7.47], [11.49, 8.5], [15.98, 25.66]]
epoch: 441
loss: 0.9999999898784565
dilation rates: [[2.5, 4.63], [2.5, 7.47], [2.51, 13.46], [7.88, 5.38], [5.51, 10.5], [3.49, 18.23], [1.51, 13.8], [8.62, 3.5], [3.5, 12.5], [5.46, 7.48], [11.5, 8.5], [15.98, 25.66]]
epoch: 442
loss: 0.9999999914850507
dilation rates: [[2.51, 4.56], [2.47, 7.49], [2.51, 13.45], [7.89, 5.37], [5.5, 10.49], [3.5, 18.24], [1.51, 13.81], [8.62, 3.5], [3.5, 12.5], [5.46, 7.48], [11.49, 8.5], [15.98, 25.65]]
epoch: 443
loss: 0.9999999916457102
dilation rates: [[2.5, 4.52], [2.49, 7.5], [2.5, 13.45], [7.86, 5.4], [5.51, 10.5], [3.5, 18.25], [1.5, 13.82], [8.6, 3.49], [3.5, 12.5], [5.48, 7.46], [11.5, 8.5], [15.96, 25.66]]
epoch: 444
loss: 0.9999999910030725
dilation rates: [[2.5, 4.51], [2.49, 7.51], [2.5, 13.47], [7.87, 5.38], [5.5, 10.5], [3.49, 18.26], [1.5, 13.83], [8.6, 3.5], [3.5, 12.51], [5.5, 7.47], [11.5, 8.5], [15.98, 25.66]]
epoch: 445
loss: 0.9999999906817536
dilation rates: [[2.5, 4.51], [2.48, 7.49], [2.52, 13.45], [7.87, 5.34], [5.52, 10.48], [3.5, 18.29], [1.5, 13.84], [8.6, 3.5], [3.49, 12.51], [5.49, 7.47], [11.5, 8.5], [15.97, 25.67]]
epoch: 446
loss: 0.9999999921276884
dilation rates: [[2.51, 4.51], [2.5, 7.5], [2.5, 13.43], [7.87, 5.36], [5.53, 10.49], [3.48, 18.3], [1.51, 13.86], [8.61, 3.5], [3.49, 12.51], [5.5, 7.47], [11.51, 8.5], [15.97, 25.68]]
epoch: 447
loss: 0.9999999924490073
dilation rates: [[2.5, 4.55], [2.49, 7.51], [2.5, 13.43], [7.84, 5.33], [5.5, 10.48], [3.49, 18.31], [1.5, 13.86], [8.61, 3.5], [3.5, 12.5], [5.5, 7.46], [11.5, 8.51], [15.97, 25.68]]
epoch: 448
loss: 0.9999999914850507
dilation rates: [[2.5, 4.53], [2.5, 7.5], [2.51, 13.43], [7.83, 5.35], [5.49, 10.49], [3.49, 18.32], [1.5, 13.86], [8.59, 3.5], [3.48, 12.5], [5.47, 7.45], [11.5, 8.5], [15.96, 25.68]]
epoch: 449
loss: 0.9999999910030725
dilation rates: [[2.49, 4.52], [2.5, 7.51], [2.52, 13.43], [7.84, 5.37], [5.5, 10.49], [3.5, 18.32], [1.5, 13.87], [8.59, 3.5], [3.49, 12.5], [5.47, 7.45], [11.5, 8.5], [15.95, 25.68]]
IOU: [98.24, 85.02, 92.08, 55.72, 57.76, 63.75, 67.5, 76.55, 92.29, 60.78, 94.76, 79.51, 60.24, 94.44, 68.87, 83.28, 76.24, 59.19, 74.24]
mIOU: 75.81, mIOU_reduced: 75.76, accuracy: 95.87
epoch: 450
loss: 0.9999999906817536
dilation rates: [[2.5, 4.57], [2.47, 7.51], [2.51, 13.44], [7.85, 5.4], [5.5, 10.49], [3.5, 18.31], [1.51, 13.87], [8.59, 3.5], [3.49, 12.5], [5.46, 7.46], [11.51, 8.5], [15.96, 25.68]]
epoch: 451
loss: 0.9999999905210942
dilation rates: [[2.5, 4.57], [2.51, 7.49], [2.49, 13.43], [7.82, 5.38], [5.5, 10.49], [3.5, 18.32], [1.5, 13.88], [8.59, 3.49], [3.5, 12.5], [5.45, 7.44], [11.5, 8.5], [15.94, 25.68]]
epoch: 452
loss: 0.9999999889145
dilation rates: [[2.5, 4.55], [2.49, 7.5], [2.51, 13.43], [7.83, 5.37], [5.5, 10.49], [3.5, 18.32], [1.5, 13.88], [8.59, 3.5], [3.49, 12.5], [5.45, 7.44], [11.5, 8.5], [15.94, 25.69]]
epoch: 453
loss: 0.9999999889145
dilation rates: [[2.51, 4.52], [2.5, 7.5], [2.51, 13.42], [7.86, 5.37], [5.5, 10.49], [3.5, 18.32], [1.5, 13.87], [8.59, 3.5], [3.5, 12.5], [5.47, 7.43], [11.5, 8.5], [15.95, 25.7]]
epoch: 454
loss: 0.9999999901997754
dilation rates: [[2.52, 4.53], [2.5, 7.5], [2.5, 13.41], [7.86, 5.35], [5.5, 10.48], [3.46, 18.33], [1.5, 13.87], [8.58, 3.5], [3.5, 12.5], [5.45, 7.42], [11.5, 8.5], [15.95, 25.7]]
epoch: 455
loss: 0.9999999905210942
dilation rates: [[2.49, 4.51], [2.5, 7.5], [2.5, 13.41], [7.86, 5.36], [5.51, 10.48], [3.47, 18.33], [1.52, 13.88], [8.58, 3.5], [3.5, 12.5], [5.47, 7.43], [11.51, 8.5], [15.96, 25.71]]
epoch: 456
loss: 0.9999999881112029
dilation rates: [[2.5, 4.5], [2.49, 7.49], [2.53, 13.42], [7.87, 5.32], [5.5, 10.5], [3.49, 18.34], [1.5, 13.88], [8.56, 3.5], [3.49, 12.5], [5.48, 7.41], [11.5, 8.5], [15.96, 25.71]]
epoch: 457
loss: 0.9999999897177971
dilation rates: [[2.51, 4.51], [2.5, 7.49], [2.5, 13.4], [7.87, 5.35], [5.5, 10.49], [3.5, 18.35], [1.5, 13.89], [8.55, 3.5], [3.47, 12.5], [5.48, 7.4], [11.5, 8.5], [15.96, 25.71]]
epoch: 458
loss: 0.9999999906817536
dilation rates: [[2.51, 4.52], [2.5, 7.5], [2.51, 13.41], [7.88, 5.35], [5.52, 10.5], [3.49, 18.36], [1.51, 13.89], [8.55, 3.5], [3.49, 12.5], [5.48, 7.42], [11.5, 8.5], [15.96, 25.71]]
epoch: 459
loss: 0.9999999876292247
dilation rates: [[2.51, 4.51], [2.49, 7.51], [2.5, 13.43], [7.88, 5.34], [5.5, 10.51], [3.49, 18.35], [1.5, 13.9], [8.55, 3.5], [3.5, 12.5], [5.46, 7.42], [11.5, 8.5], [15.96, 25.71]]
epoch: 460
loss: 0.9999999898784565
dilation rates: [[2.5, 4.51], [2.48, 7.49], [2.5, 13.43], [7.87, 5.35], [5.51, 10.5], [3.49, 18.36], [1.5, 13.91], [8.54, 3.49], [3.5, 12.5], [5.46, 7.41], [11.5, 8.5], [15.96, 25.72]]
epoch: 461
loss: 0.9999999906817536
dilation rates: [[2.5, 4.52], [2.48, 7.5], [2.5, 13.43], [7.85, 5.3], [5.51, 10.49], [3.49, 18.36], [1.5, 13.9], [8.54, 3.5], [3.48, 12.5], [5.45, 7.42], [11.5, 8.5], [15.95, 25.72]]
epoch: 462
loss: 0.9999999887538407
dilation rates: [[2.53, 4.52], [2.51, 7.5], [2.5, 13.42], [7.87, 5.31], [5.5, 10.51], [3.47, 18.35], [1.5, 13.9], [8.56, 3.5], [3.48, 12.51], [5.44, 7.4], [11.5, 8.51], [15.96, 25.72]]
epoch: 463
loss: 0.9999999906817536
dilation rates: [[2.5, 4.53], [2.5, 7.5], [2.5, 13.44], [7.85, 5.27], [5.5, 10.49], [3.47, 18.35], [1.5, 13.9], [8.55, 3.5], [3.5, 12.5], [5.45, 7.39], [11.5, 8.5], [15.97, 25.72]]
epoch: 464
loss: 0.9999999901997754
dilation rates: [[2.5, 4.51], [2.49, 7.5], [2.5, 13.43], [7.84, 5.26], [5.49, 10.49], [3.48, 18.36], [1.5, 13.89], [8.55, 3.5], [3.5, 12.5], [5.43, 7.37], [11.5, 8.5], [15.97, 25.72]]
epoch: 465
loss: 0.9999999892358189
dilation rates: [[2.5, 4.51], [2.51, 7.5], [2.5, 13.42], [7.83, 5.25], [5.5, 10.5], [3.5, 18.36], [1.5, 13.9], [8.54, 3.49], [3.47, 12.5], [5.41, 7.37], [11.5, 8.5], [15.97, 25.73]]
epoch: 466
loss: 0.9999999916457102
dilation rates: [[2.49, 4.5], [2.49, 7.49], [2.5, 13.42], [7.83, 5.27], [5.5, 10.48], [3.48, 18.36], [1.5, 13.89], [8.53, 3.51], [3.49, 12.5], [5.41, 7.37], [11.5, 8.5], [15.97, 25.73]]
epoch: 467
loss: 0.999999991163732
dilation rates: [[2.5, 4.51], [2.5, 7.49], [2.5, 13.42], [7.83, 5.27], [5.51, 10.49], [3.5, 18.36], [1.5, 13.89], [8.53, 3.5], [3.5, 12.5], [5.39, 7.37], [11.5, 8.5], [15.97, 25.73]]
epoch: 468
loss: 0.9999999893964783
dilation rates: [[2.51, 4.5], [2.5, 7.48], [2.5, 13.41], [7.82, 5.25], [5.51, 10.5], [3.48, 18.37], [1.5, 13.89], [8.52, 3.5], [3.49, 12.49], [5.38, 7.37], [11.5, 8.5], [15.96, 25.73]]
epoch: 469
loss: 0.9999999908424131
dilation rates: [[2.5, 4.5], [2.5, 7.5], [2.51, 13.41], [7.82, 5.23], [5.5, 10.5], [3.49, 18.37], [1.5, 13.88], [8.52, 3.5], [3.49, 12.49], [5.35, 7.38], [11.5, 8.5], [15.96, 25.74]]
epoch: 470
loss: 0.9999999921276884
dilation rates: [[2.5, 4.51], [2.5, 7.5], [2.5, 13.41], [7.82, 5.22], [5.5, 10.5], [3.5, 18.38], [1.5, 13.89], [8.51, 3.5], [3.44, 12.49], [5.31, 7.38], [11.5, 8.5], [15.96, 25.74]]
epoch: 471
loss: 0.9999999898784565
dilation rates: [[2.5, 4.5], [2.49, 7.5], [2.5, 13.41], [7.81, 5.21], [5.5, 10.48], [3.49, 18.38], [1.5, 13.89], [8.52, 3.5], [3.44, 12.49], [5.29, 7.37], [11.5, 8.5], [15.95, 25.74]]
epoch: 472
loss: 0.9999999903604349
dilation rates: [[2.5, 4.51], [2.5, 7.49], [2.5, 13.41], [7.8, 5.2], [5.5, 10.47], [3.48, 18.38], [1.5, 13.89], [8.52, 3.5], [3.46, 12.49], [5.29, 7.37], [11.5, 8.5], [15.95, 25.74]]
epoch: 473
loss: 0.9999999903604349
dilation rates: [[2.5, 4.52], [2.5, 7.49], [2.5, 13.41], [7.81, 5.23], [5.5, 10.49], [3.46, 18.38], [1.5, 13.89], [8.52, 3.5], [3.47, 12.5], [5.29, 7.37], [11.5, 8.5], [15.96, 25.74]]
epoch: 474
loss: 0.9999999901997754
dilation rates: [[2.51, 4.52], [2.5, 7.49], [2.51, 13.41], [7.82, 5.23], [5.51, 10.5], [3.47, 18.38], [1.5, 13.89], [8.53, 3.5], [3.48, 12.5], [5.29, 7.36], [11.5, 8.5], [15.95, 25.74]]
IOU: [98.24, 85.33, 92.42, 59.11, 59.82, 64.75, 67.21, 77.54, 92.48, 65.19, 94.98, 80.4, 61.33, 94.36, 75.91, 83.94, 69.07, 58.19, 74.69]
mIOU: 76.58, mIOU_reduced: 76.63, accuracy: 96.04
epoch: 475
loss: 0.9999999908424131
dilation rates: [[2.5, 4.51], [2.5, 7.49], [2.51, 13.42], [7.81, 5.25], [5.5, 10.5], [3.49, 18.39], [1.5, 13.89], [8.53, 3.5], [3.47, 12.5], [5.28, 7.36], [11.5, 8.5], [15.96, 25.74]]
epoch: 476
loss: 0.9999999887538407
dilation rates: [[2.5, 4.52], [2.5, 7.5], [2.5, 13.42], [7.81, 5.25], [5.5, 10.5], [3.48, 18.38], [1.5, 13.88], [8.52, 3.5], [3.47, 12.5], [5.25, 7.36], [11.5, 8.5], [15.96, 25.74]]
epoch: 477
loss: 0.9999999903604349
dilation rates: [[2.5, 4.5], [2.5, 7.5], [2.5, 13.42], [7.8, 5.25], [5.5, 10.49], [3.48, 18.39], [1.5, 13.88], [8.51, 3.5], [3.45, 12.5], [5.25, 7.35], [11.5, 8.5], [15.96, 25.74]]
epoch: 478
loss: 0.999999991163732
dilation rates: [[2.5, 4.51], [2.49, 7.49], [2.5, 13.43], [7.79, 5.27], [5.5, 10.49], [3.48, 18.39], [1.5, 13.89], [8.52, 3.5], [3.45, 12.5], [5.24, 7.34], [11.5, 8.5], [15.96, 25.74]]
epoch: 479
loss: 0.999999990039116
dilation rates: [[2.5, 4.5], [2.5, 7.49], [2.5, 13.42], [7.8, 5.27], [5.5, 10.49], [3.49, 18.39], [1.5, 13.89], [8.51, 3.5], [3.45, 12.5], [5.22, 7.33], [11.5, 8.5], [15.95, 25.74]]
epoch: 480
loss: 0.9999999913243913
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.43], [7.81, 5.27], [5.51, 10.49], [3.48, 18.39], [1.5, 13.89], [8.5, 3.5], [3.44, 12.5], [5.21, 7.32], [11.5, 8.5], [15.95, 25.74]]
epoch: 481
loss: 0.9999999916457102
dilation rates: [[2.5, 4.5], [2.5, 7.47], [2.5, 13.44], [7.81, 5.26], [5.5, 10.5], [3.49, 18.4], [1.5, 13.89], [8.5, 3.5], [3.44, 12.5], [5.2, 7.31], [11.5, 8.5], [15.94, 25.75]]
epoch: 482
loss: 0.9999999898784565
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.81, 5.28], [5.49, 10.5], [3.49, 18.41], [1.5, 13.89], [8.5, 3.5], [3.43, 12.5], [5.18, 7.31], [11.5, 8.5], [15.95, 25.75]]
epoch: 483
loss: 0.9999999901997754
dilation rates: [[2.5, 4.5], [2.5, 7.49], [2.5, 13.44], [7.82, 5.29], [5.5, 10.5], [3.48, 18.41], [1.5, 13.89], [8.5, 3.49], [3.41, 12.5], [5.18, 7.31], [11.5, 8.5], [15.95, 25.75]]
epoch: 484
loss: 0.9999999905210942
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.43], [7.81, 5.29], [5.5, 10.5], [3.48, 18.41], [1.5, 13.89], [8.5, 3.5], [3.43, 12.5], [5.17, 7.31], [11.5, 8.5], [15.95, 25.75]]
epoch: 485
loss: 0.999999991967029
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.43], [7.81, 5.27], [5.5, 10.5], [3.48, 18.41], [1.5, 13.89], [8.5, 3.5], [3.43, 12.5], [5.15, 7.31], [11.5, 8.5], [15.94, 25.75]]
epoch: 486
loss: 0.9999999893964783
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.43], [7.81, 5.28], [5.5, 10.5], [3.5, 18.4], [1.5, 13.9], [8.5, 3.5], [3.43, 12.5], [5.14, 7.31], [11.5, 8.5], [15.94, 25.75]]
epoch: 487
loss: 0.9999999901997754
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.43], [7.81, 5.27], [5.5, 10.5], [3.49, 18.41], [1.5, 13.9], [8.5, 3.5], [3.43, 12.5], [5.13, 7.3], [11.5, 8.5], [15.94, 25.75]]
epoch: 488
loss: 0.9999999921276884
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.81, 5.28], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.43, 12.5], [5.12, 7.29], [11.5, 8.5], [15.94, 25.75]]
epoch: 489
loss: 0.9999999918063696
dilation rates: [[2.5, 4.5], [2.49, 7.49], [2.5, 13.44], [7.8, 5.29], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.41, 12.5], [5.12, 7.3], [11.5, 8.5], [15.94, 25.75]]
epoch: 490
loss: 0.9999999922883478
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.45], [7.8, 5.29], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.4, 12.5], [5.11, 7.29], [11.5, 8.5], [15.94, 25.75]]
IOU: [98.02, 84.23, 92.31, 57.6, 60.69, 65.04, 68.47, 78.12, 92.57, 64.83, 95.2, 80.28, 60.9, 94.76, 72.12, 80.98, 69.45, 58.94, 75.03]
mIOU: 76.29, mIOU_reduced: 76.69, accuracy: 95.97
epoch: 491
loss: 0.999999991967029
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.8, 5.29], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.4, 12.5], [5.11, 7.29], [11.5, 8.5], [15.93, 25.75]]
IOU: [98.07, 84.54, 92.41, 57.27, 62.05, 65.02, 69.14, 77.85, 92.42, 63.51, 95.18, 80.71, 62.02, 94.8, 76.85, 84.25, 71.04, 60.47, 75.06]
mIOU: 76.98, mIOU_reduced: 76.91, accuracy: 96.0
epoch: 492
loss: 0.9999999898784565
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.8, 5.28], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.39, 12.5], [5.11, 7.29], [11.5, 8.5], [15.93, 25.75]]
IOU: [98.15, 85.0, 92.41, 57.17, 61.27, 65.02, 69.12, 77.92, 92.52, 64.37, 95.1, 80.7, 61.84, 94.79, 73.28, 83.27, 74.1, 59.48, 75.18]
mIOU: 76.88, mIOU_reduced: 76.88, accuracy: 96.03
epoch: 493
loss: 0.9999999903604349
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.8, 5.28], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.39, 12.5], [5.1, 7.29], [11.5, 8.5], [15.93, 25.75]]
IOU: [98.12, 84.89, 92.45, 58.19, 61.05, 65.05, 69.12, 78.08, 92.53, 64.51, 95.08, 80.55, 61.65, 94.78, 75.1, 82.84, 73.01, 59.57, 75.04]
mIOU: 76.93, mIOU_reduced: 76.92, accuracy: 96.03
epoch: 494
loss: 0.9999999889145
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.8, 5.28], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.38, 12.5], [5.1, 7.28], [11.5, 8.5], [15.93, 25.75]]
IOU: [98.14, 85.04, 92.43, 58.21, 60.48, 65.05, 68.95, 77.93, 92.63, 65.96, 95.19, 80.59, 61.01, 94.78, 75.62, 83.13, 72.95, 60.5, 75.07]
mIOU: 77.04, mIOU_reduced: 77.0, accuracy: 96.06
epoch: 495
loss: 0.9999999910030725
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.8, 5.27], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.38, 12.5], [5.09, 7.28], [11.5, 8.5], [15.93, 25.75]]
IOU: [98.12, 84.9, 92.45, 57.91, 60.77, 65.28, 69.05, 77.82, 92.53, 64.52, 95.19, 80.56, 61.71, 94.79, 75.91, 84.38, 72.46, 59.97, 75.06]
mIOU: 77.02, mIOU_reduced: 76.91, accuracy: 96.03
epoch: 496
loss: 0.9999999884325218
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.8, 5.27], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.38, 12.5], [5.09, 7.28], [11.5, 8.5], [15.93, 25.75]]
IOU: [98.16, 84.97, 92.4, 58.35, 60.74, 64.84, 68.8, 77.65, 92.59, 64.94, 95.11, 80.61, 62.09, 94.76, 72.45, 83.05, 71.89, 59.0, 74.9]
mIOU: 76.7, mIOU_reduced: 76.87, accuracy: 96.04
epoch: 497
loss: 0.9999999897177971
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.8, 5.27], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.38, 12.5], [5.09, 7.28], [11.5, 8.5], [15.93, 25.76]]
IOU: [98.14, 85.03, 92.43, 58.66, 61.2, 64.88, 69.13, 77.73, 92.62, 65.57, 95.11, 80.79, 61.85, 94.8, 75.22, 83.65, 71.93, 59.34, 75.15]
mIOU: 77.01, mIOU_reduced: 77.03, accuracy: 96.06
epoch: 498
loss: 0.999999991967029
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.8, 5.27], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.38, 12.5], [5.08, 7.28], [11.5, 8.5], [15.93, 25.76]]
IOU: [98.16, 85.13, 92.39, 58.85, 60.81, 64.92, 68.97, 77.52, 92.6, 65.5, 95.13, 80.63, 62.07, 94.7, 76.48, 84.14, 71.58, 59.61, 74.9]
mIOU: 77.06, mIOU_reduced: 76.99, accuracy: 96.06
epoch: 499
loss: 0.9999999921276884
dilation rates: [[2.5, 4.5], [2.5, 7.48], [2.5, 13.44], [7.8, 5.27], [5.5, 10.5], [3.5, 18.41], [1.5, 13.9], [8.5, 3.5], [3.38, 12.5], [5.08, 7.28], [11.5, 8.5], [15.93, 25.76]]
IOU: [98.18, 85.21, 92.45, 57.59, 61.62, 65.29, 69.27, 77.78, 92.63, 65.38, 95.16, 80.72, 61.82, 94.8, 75.55, 83.58, 72.39, 59.8, 75.3]
mIOU: 77.08, mIOU_reduced: 77.06, accuracy: 96.08
Best mIOU: 77.08095088757966
Best global accuracy: 96.07549905776978
Training time 1 day, 7:44:18
mIOUs: [77.08095088757966]
global_accuracies: [96.07549905776978]
