{'model_name': 'L5_decoder26', 'model_type': 'experimental2', 'num_classes': 19, 'ignore_value': 255, 'pretrained_backbone': False, 'epochs': 250, 'max_epochs': 500, 'resume': False, 'lr': 0.05, 'momentum': 0.9, 'weight_decay': 0.0001, 'class_weight': None, 'bn_weight_decay': False, 'bn_precise_stats': False, 'bn_precise_num_samples': 600, 'lr_scheduler': 'poly', 'poly_power': 0.9, 'warmup_iters': 3000, 'warmup_factor': 0.1, 'mixed_precision': True, 'run': 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': 'L5_decoder26', 'save_best_path': 'checkpoints/L5_decoder26_run2', 'save_latest_path': 'checkpoints/L5_decoder26_latest', 'resume_path': 'checkpoints/L5_decoder26_latest', 'log_path': 'logs/L5_decoder26_run2.txt'}
run: 2
epoch: 0
loss: 0.9999999916457102
dilation rates: [[1.15, 1.26], [1.21, 1.37], [1.33, 1.33], [1.33, 1.35], [1.31, 1.2], [1.34, 1.31], [1.05, 1.39], [1.31, 1.1], [1.24, 1.05], [1.13, 1.34], [1.16, 1.27], [1.95, 1.42]]
IOU: [74.6, 6.7, 47.77, 0.0, 0.0, 0.0, 0.0, 0.0, 41.32, 10.53, 63.83, 0.0, 0.0, 13.06, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 13.57, mIOU_reduced: 16.11, accuracy: 65.38
epoch: 1
loss: 0.999999991163732
dilation rates: [[1.42, 1.66], [1.76, 1.94], [1.74, 1.84], [1.8, 1.91], [1.72, 1.72], [1.72, 1.84], [1.38, 1.82], [1.77, 1.44], [1.64, 1.45], [1.41, 1.81], [1.68, 1.67], [4.29, 2.11]]
epoch: 2
loss: 0.999999991967029
dilation rates: [[1.36, 1.63], [1.7, 2.26], [1.84, 1.97], [1.98, 2.44], [1.94, 1.87], [1.93, 2.3], [1.61, 2.1], [1.89, 1.75], [1.81, 1.71], [1.75, 2.17], [1.79, 1.86], [6.0, 2.51]]
epoch: 3
loss: 0.9999999924490073
dilation rates: [[1.26, 1.63], [1.59, 2.44], [1.89, 2.35], [2.57, 2.74], [2.29, 1.97], [2.17, 2.73], [1.69, 2.67], [2.37, 1.86], [1.97, 1.88], [1.98, 2.71], [1.96, 2.14], [7.83, 2.58]]
epoch: 4
loss: 0.9999999913243913
dilation rates: [[1.3, 1.55], [1.62, 2.28], [1.8, 2.64], [2.5, 2.7], [2.51, 2.47], [2.6, 2.88], [1.84, 2.88], [2.77, 2.11], [2.36, 2.13], [2.35, 2.95], [2.44, 2.83], [8.83, 2.82]]
epoch: 5
loss: 0.9999999924490073
dilation rates: [[1.38, 1.66], [1.68, 1.8], [1.82, 2.62], [2.76, 2.77], [2.66, 2.63], [2.68, 2.95], [1.99, 3.02], [2.89, 2.39], [2.65, 2.4], [2.69, 3.88], [2.74, 3.0], [9.39, 2.98]]
epoch: 6
loss: 0.9999999927703261
dilation rates: [[1.35, 1.59], [1.57, 1.96], [1.78, 2.72], [2.58, 2.71], [2.68, 2.61], [2.6, 2.97], [2.23, 3.81], [3.11, 2.6], [2.73, 2.59], [2.73, 4.34], [2.84, 3.48], [10.29, 3.56]]
epoch: 7
loss: 0.9999999922883478
dilation rates: [[1.42, 1.68], [1.84, 2.44], [1.79, 2.62], [2.65, 2.68], [2.64, 2.58], [2.62, 3.42], [2.4, 3.87], [3.77, 2.61], [2.75, 2.59], [2.83, 4.85], [3.09, 3.85], [10.82, 3.61]]
epoch: 8
loss: 0.999999990039116
dilation rates: [[1.5, 1.73], [1.82, 1.81], [1.79, 2.6], [2.8, 2.67], [2.63, 2.61], [2.61, 3.65], [2.76, 4.43], [3.89, 2.75], [2.94, 2.72], [2.96, 5.38], [3.64, 4.24], [11.76, 3.93]]
epoch: 9
loss: 0.9999999910030725
dilation rates: [[1.42, 1.66], [2.33, 1.91], [1.75, 2.66], [2.62, 2.63], [2.61, 2.62], [2.69, 3.63], [2.4, 4.75], [3.95, 2.73], [3.2, 2.8], [3.23, 5.91], [3.78, 4.79], [11.66, 3.92]]
epoch: 10
loss: 0.9999999910030725
dilation rates: [[1.1, 2.1], [2.4, 1.73], [1.64, 2.68], [2.67, 2.66], [2.57, 2.63], [2.61, 3.78], [2.7, 4.8], [4.18, 2.72], [3.44, 2.77], [3.69, 6.51], [3.82, 4.87], [12.01, 4.64]]
epoch: 11
loss: 0.9999999921276884
dilation rates: [[2.16, 1.42], [2.41, 1.83], [1.66, 2.86], [2.6, 2.65], [2.59, 2.76], [2.64, 3.79], [2.2, 4.75], [4.73, 2.66], [3.58, 2.74], [3.59, 6.67], [3.93, 4.98], [12.77, 4.58]]
epoch: 12
loss: 0.9999999908424131
dilation rates: [[1.38, 2.14], [1.74, 1.76], [1.58, 3.79], [2.64, 2.38], [2.63, 2.55], [2.63, 3.83], [2.42, 4.83], [4.64, 2.59], [3.62, 2.69], [3.57, 6.78], [3.92, 5.26], [13.44, 4.64]]
epoch: 13
loss: 0.9999999918063696
dilation rates: [[1.25, 2.31], [1.89, 1.8], [1.86, 3.64], [2.57, 2.62], [2.61, 2.57], [2.62, 3.84], [2.36, 4.87], [4.73, 2.68], [3.59, 2.7], [3.7, 6.96], [3.98, 5.92], [13.9, 4.71]]
epoch: 14
loss: 0.9999999916457102
dilation rates: [[1.35, 3.22], [1.81, 1.75], [1.61, 3.36], [2.69, 2.62], [2.82, 2.59], [2.65, 3.96], [2.37, 4.99], [4.81, 2.65], [3.7, 2.68], [3.76, 7.79], [4.44, 6.12], [13.65, 4.81]]
epoch: 15
loss: 0.9999999897177971
dilation rates: [[1.18, 3.26], [1.72, 1.84], [1.8, 3.58], [2.34, 2.38], [2.63, 2.56], [2.67, 4.43], [2.34, 5.44], [4.84, 2.58], [3.65, 2.61], [3.69, 7.7], [4.42, 6.71], [13.6, 4.63]]
epoch: 16
loss: 0.9999999929309855
dilation rates: [[1.25, 4.26], [1.67, 1.77], [1.73, 3.61], [2.84, 2.45], [2.67, 2.63], [2.58, 4.61], [2.42, 5.55], [4.81, 2.61], [3.57, 2.57], [3.7, 7.78], [4.77, 6.69], [15.6, 4.83]]
epoch: 17
loss: 0.9999999918063696
dilation rates: [[1.18, 3.82], [1.57, 1.59], [1.68, 2.74], [2.38, 2.63], [2.81, 2.66], [2.41, 5.38], [2.39, 5.47], [4.79, 2.69], [3.58, 2.63], [3.56, 7.78], [4.6, 6.65], [14.44, 4.63]]
epoch: 18
loss: 0.9999999910030725
dilation rates: [[1.38, 3.34], [2.21, 2.09], [1.1, 2.58], [2.38, 2.75], [2.75, 2.6], [2.64, 5.37], [2.33, 6.25], [4.75, 2.58], [3.61, 2.63], [3.59, 7.95], [4.64, 6.75], [15.68, 4.69]]
epoch: 19
loss: 0.9999999926096667
dilation rates: [[1.06, 2.64], [2.22, 2.31], [1.79, 2.8], [2.85, 2.8], [2.62, 2.72], [2.63, 5.37], [2.29, 6.25], [4.74, 2.64], [3.62, 2.67], [3.64, 8.4], [4.61, 6.8], [15.69, 4.66]]
epoch: 20
loss: 0.9999999926096667
dilation rates: [[0.93, 2.89], [2.27, 2.18], [1.78, 2.73], [2.71, 2.61], [2.57, 2.67], [2.6, 5.58], [2.23, 6.56], [4.66, 2.36], [3.59, 2.39], [3.7, 8.8], [4.56, 6.76], [15.11, 4.32]]
epoch: 21
loss: 0.9999999930916449
dilation rates: [[1.02, 2.71], [2.06, 1.88], [1.74, 2.73], [3.3, 2.61], [2.42, 2.68], [2.36, 5.7], [2.28, 6.68], [4.66, 2.29], [3.65, 2.69], [3.75, 8.7], [4.61, 6.87], [15.8, 4.81]]
epoch: 22
loss: 0.9999999918063696
dilation rates: [[1.44, 3.27], [2.17, 1.62], [1.28, 2.69], [3.56, 2.39], [2.61, 2.33], [2.45, 5.57], [2.14, 6.62], [4.72, 2.69], [3.61, 2.65], [3.74, 8.84], [4.69, 6.95], [16.43, 4.72]]
epoch: 23
loss: 0.9999999943769203
dilation rates: [[1.25, 2.61], [2.42, 1.78], [1.68, 2.57], [3.59, 2.78], [2.71, 2.65], [3.29, 5.63], [2.27, 6.64], [4.86, 2.65], [3.63, 2.44], [3.77, 8.89], [4.7, 7.33], [16.13, 4.8]]
epoch: 24
loss: 0.9999999906817536
dilation rates: [[1.39, 4.52], [1.6, 2.17], [2.18, 2.72], [3.44, 1.76], [2.61, 2.63], [3.34, 5.65], [2.14, 6.62], [4.93, 2.21], [3.62, 2.55], [3.64, 9.72], [4.64, 7.66], [16.28, 4.67]]
IOU: [95.58, 66.6, 84.72, 28.44, 29.56, 44.15, 26.23, 41.76, 88.2, 43.13, 86.73, 57.5, 2.5, 85.83, 12.12, 42.33, 25.37, 9.75, 56.18]
mIOU: 48.77, mIOU_reduced: 52.93, accuracy: 91.48
epoch: 25
loss: 0.9999999906817536
dilation rates: [[1.31, 4.44], [1.72, 2.35], [1.8, 2.58], [3.69, 2.43], [2.58, 2.6], [3.27, 5.61], [2.2, 6.67], [4.94, 2.58], [3.64, 2.29], [3.69, 9.6], [4.65, 7.58], [16.29, 4.66]]
epoch: 26
loss: 0.9999999929309855
dilation rates: [[1.1, 4.28], [2.23, 2.27], [1.72, 2.61], [3.35, 2.42], [2.77, 2.6], [3.37, 5.26], [2.32, 6.77], [4.94, 2.72], [3.71, 2.73], [3.67, 9.78], [4.65, 7.67], [16.68, 4.91]]
epoch: 27
loss: 0.9999999908424131
dilation rates: [[1.24, 4.15], [2.44, 2.15], [1.34, 2.67], [3.18, 2.23], [2.7, 2.37], [2.9, 5.81], [2.23, 6.75], [5.2, 2.39], [3.68, 2.3], [3.66, 9.72], [4.64, 7.75], [16.61, 4.62]]
epoch: 28
loss: 0.9999999926096667
dilation rates: [[1.21, 3.66], [2.33, 1.42], [2.06, 2.71], [3.71, 2.55], [2.35, 2.6], [2.58, 5.66], [2.14, 6.74], [5.71, 2.26], [3.64, 2.41], [3.58, 9.58], [4.63, 7.65], [16.56, 4.55]]
epoch: 29
loss: 0.9999999913243913
dilation rates: [[1.16, 3.49], [2.28, 2.43], [1.65, 2.76], [3.66, 2.41], [2.72, 2.71], [2.59, 5.62], [2.3, 6.74], [5.65, 2.63], [3.67, 2.26], [3.64, 9.73], [4.64, 7.67], [16.54, 4.57]]
epoch: 30
loss: 0.9999999906817536
dilation rates: [[0.98, 2.78], [2.11, 3.19], [1.32, 2.06], [3.69, 3.45], [2.47, 2.32], [2.48, 5.77], [2.08, 6.71], [5.43, 2.23], [3.69, 2.18], [3.61, 9.72], [4.63, 7.76], [17.41, 5.27]]
epoch: 31
loss: 0.999999991967029
dilation rates: [[1.27, 2.8], [1.89, 3.29], [1.32, 2.34], [3.63, 3.37], [2.59, 2.34], [2.43, 5.8], [2.14, 6.81], [5.65, 2.33], [3.72, 2.68], [3.69, 9.84], [4.77, 7.83], [17.34, 5.42]]
epoch: 32
loss: 0.9999999921276884
dilation rates: [[0.87, 2.72], [1.87, 3.35], [1.67, 2.61], [3.63, 3.29], [2.7, 2.64], [2.67, 5.63], [2.11, 6.6], [5.57, 2.28], [3.71, 2.24], [3.72, 9.89], [4.72, 7.97], [17.83, 6.41]]
epoch: 33
loss: 0.999999991967029
dilation rates: [[1.38, 4.99], [2.15, 3.23], [2.0, 2.31], [4.25, 3.12], [2.26, 2.63], [2.26, 5.56], [2.19, 6.67], [5.62, 2.38], [3.81, 2.56], [3.73, 10.01], [4.7, 8.41], [17.74, 6.44]]
epoch: 34
loss: 0.9999999929309855
dilation rates: [[0.83, 4.73], [2.06, 3.14], [1.0, 3.79], [4.31, 3.36], [2.34, 2.64], [2.6, 5.66], [2.14, 6.85], [5.58, 2.43], [3.91, 2.79], [3.74, 10.42], [4.69, 8.65], [17.6, 6.13]]
epoch: 35
loss: 0.9999999924490073
dilation rates: [[1.04, 4.42], [2.27, 3.12], [1.58, 2.95], [4.68, 3.66], [2.75, 2.42], [2.57, 5.75], [2.2, 6.93], [5.71, 2.42], [3.87, 2.65], [3.77, 10.73], [4.65, 8.57], [17.72, 6.45]]
epoch: 36
loss: 0.999999991163732
dilation rates: [[1.16, 5.37], [2.25, 1.96], [1.46, 3.39], [4.23, 3.74], [2.43, 2.43], [2.39, 5.65], [2.35, 7.78], [5.43, 2.31], [3.82, 2.61], [3.7, 10.67], [4.65, 8.67], [17.65, 6.44]]
epoch: 37
loss: 0.9999999916457102
dilation rates: [[1.06, 4.98], [1.9, 2.69], [1.45, 3.37], [4.52, 3.82], [2.57, 3.4], [2.41, 5.67], [2.41, 7.61], [5.63, 2.23], [3.82, 2.92], [3.76, 10.73], [4.61, 8.7], [17.77, 6.68]]
epoch: 38
loss: 0.9999999913243913
dilation rates: [[2.2, 4.95], [2.28, 3.28], [1.92, 4.22], [4.64, 3.29], [2.65, 3.4], [3.32, 5.68], [1.98, 7.76], [5.61, 2.36], [3.85, 2.57], [3.86, 10.65], [4.69, 8.79], [18.21, 6.4]]
epoch: 39
loss: 0.9999999924490073
dilation rates: [[1.12, 4.33], [1.79, 3.2], [1.53, 4.17], [4.35, 3.29], [2.87, 3.41], [3.41, 5.73], [1.75, 7.62], [5.6, 2.41], [3.84, 2.64], [3.79, 10.65], [4.67, 8.71], [19.06, 6.32]]
epoch: 40
loss: 0.9999999895571378
dilation rates: [[1.07, 5.77], [1.91, 3.38], [2.11, 4.21], [3.91, 3.37], [2.35, 3.4], [3.29, 5.73], [1.64, 7.89], [5.61, 2.45], [3.81, 2.73], [3.76, 10.67], [4.61, 8.63], [20.2, 5.68]]
epoch: 41
loss: 0.9999999924490073
dilation rates: [[1.6, 4.84], [2.02, 3.35], [1.68, 4.75], [3.74, 3.45], [2.42, 3.33], [3.35, 5.7], [1.59, 7.89], [5.66, 2.22], [3.76, 2.79], [3.69, 10.69], [4.61, 8.71], [20.36, 5.84]]
epoch: 42
loss: 0.999999990039116
dilation rates: [[1.07, 5.4], [1.7, 2.64], [1.69, 4.38], [3.43, 3.33], [2.6, 3.32], [3.4, 5.61], [1.77, 7.72], [5.63, 2.31], [3.75, 2.43], [3.66, 10.68], [4.61, 8.66], [20.29, 5.89]]
epoch: 43
loss: 0.9999999921276884
dilation rates: [[1.26, 3.71], [2.1, 3.26], [1.77, 4.25], [4.66, 2.91], [2.28, 3.28], [3.29, 5.66], [1.63, 7.76], [5.72, 2.38], [3.7, 2.55], [3.71, 10.73], [4.66, 8.74], [20.31, 5.69]]
epoch: 44
loss: 0.9999999910030725
dilation rates: [[2.4, 4.54], [2.05, 3.21], [1.24, 4.09], [4.63, 2.87], [2.34, 3.43], [3.45, 5.72], [2.06, 7.77], [5.68, 2.37], [3.77, 2.82], [3.79, 10.78], [4.63, 8.72], [20.42, 7.31]]
epoch: 45
loss: 0.9999999913243913
dilation rates: [[0.9, 4.66], [2.22, 4.31], [1.85, 4.53], [4.44, 2.85], [2.31, 3.36], [3.35, 5.75], [1.7, 7.77], [5.62, 2.21], [3.79, 2.61], [3.72, 10.89], [4.65, 8.86], [20.31, 7.41]]
epoch: 46
loss: 0.9999999913243913
dilation rates: [[1.33, 4.79], [2.19, 4.32], [1.13, 4.46], [4.61, 2.65], [2.46, 3.3], [3.41, 5.79], [1.77, 7.69], [5.85, 2.4], [3.73, 2.64], [3.71, 10.76], [4.7, 8.95], [20.56, 7.14]]
epoch: 47
loss: 0.9999999921276884
dilation rates: [[1.42, 5.57], [2.04, 4.43], [2.18, 4.45], [4.64, 2.32], [2.18, 3.9], [3.87, 5.77], [1.65, 7.79], [5.66, 2.31], [3.66, 2.62], [3.7, 10.86], [4.71, 9.17], [20.32, 7.42]]
epoch: 48
loss: 0.9999999910030725
dilation rates: [[1.31, 4.43], [2.22, 4.29], [1.35, 4.05], [4.73, 2.36], [2.58, 4.12], [3.38, 5.65], [1.69, 7.79], [5.59, 2.04], [3.64, 2.56], [3.62, 11.26], [4.73, 9.6], [20.6, 7.26]]
epoch: 49
loss: 0.9999999927703261
dilation rates: [[1.26, 3.15], [1.73, 4.32], [2.05, 5.36], [4.36, 2.77], [2.41, 4.45], [3.35, 5.7], [1.53, 7.59], [5.61, 2.24], [3.69, 2.64], [3.69, 11.79], [4.75, 9.39], [20.45, 7.3]]
IOU: [96.31, 73.23, 87.09, 26.07, 38.24, 50.43, 42.26, 57.87, 89.32, 51.82, 91.25, 67.8, 40.29, 87.68, 22.8, 29.58, 0.03, 17.46, 62.05]
mIOU: 54.29, mIOU_reduced: 61.2, accuracy: 92.63
epoch: 50
loss: 0.9999999927703261
dilation rates: [[1.1, 3.67], [1.84, 4.39], [2.31, 5.42], [4.61, 2.59], [2.69, 4.27], [3.39, 5.83], [1.55, 7.6], [5.65, 2.27], [3.65, 2.71], [3.7, 11.73], [4.78, 9.61], [20.24, 7.4]]
epoch: 51
loss: 0.9999999918063696
dilation rates: [[1.41, 4.45], [1.71, 4.74], [2.1, 5.73], [3.75, 2.34], [2.2, 4.3], [3.43, 5.69], [3.27, 7.69], [5.69, 2.24], [3.67, 2.74], [3.73, 11.75], [4.83, 9.71], [21.43, 7.29]]
epoch: 52
loss: 0.9999999913243913
dilation rates: [[1.32, 5.34], [2.4, 4.25], [1.55, 5.26], [3.64, 2.57], [2.35, 4.54], [3.38, 5.75], [2.34, 7.72], [5.6, 2.41], [3.63, 2.48], [3.68, 11.76], [4.67, 9.66], [21.67, 6.62]]
epoch: 53
loss: 0.999999991967029
dilation rates: [[1.37, 5.67], [2.3, 4.23], [1.61, 5.41], [4.25, 2.67], [2.66, 4.31], [3.4, 5.75], [2.11, 7.61], [5.66, 2.35], [3.62, 2.37], [3.67, 11.66], [4.7, 9.57], [21.37, 6.67]]
epoch: 54
loss: 0.9999999905210942
dilation rates: [[1.37, 5.33], [2.37, 4.2], [2.32, 4.86], [4.37, 3.29], [3.26, 4.37], [3.28, 5.83], [2.38, 7.77], [5.63, 2.64], [3.76, 2.57], [3.64, 11.64], [4.64, 9.69], [21.16, 6.76]]
epoch: 55
loss: 0.999999991967029
dilation rates: [[1.44, 7.02], [1.68, 4.32], [2.16, 4.43], [4.43, 3.2], [3.33, 4.33], [3.38, 5.92], [2.12, 7.67], [5.66, 2.34], [3.61, 2.8], [3.71, 11.7], [4.75, 9.31], [21.32, 6.67]]
epoch: 56
loss: 0.9999999935736232
dilation rates: [[1.02, 6.09], [1.6, 4.42], [2.15, 4.72], [4.6, 3.43], [3.41, 4.14], [3.52, 5.89], [2.23, 7.85], [5.7, 2.19], [3.67, 2.39], [3.62, 11.76], [4.74, 9.75], [21.49, 6.63]]
epoch: 57
loss: 0.9999999934129638
dilation rates: [[2.16, 6.6], [1.55, 4.36], [1.63, 4.41], [4.24, 3.04], [3.3, 4.76], [3.54, 5.88], [2.3, 7.86], [5.76, 2.38], [3.59, 2.39], [3.81, 11.85], [4.7, 9.57], [21.79, 6.81]]
epoch: 58
loss: 0.9999999916457102
dilation rates: [[0.95, 6.39], [2.24, 3.26], [1.72, 5.36], [4.5, 2.8], [3.36, 4.61], [3.57, 5.84], [2.19, 7.84], [5.69, 2.22], [3.61, 2.73], [3.71, 11.78], [4.67, 9.55], [21.57, 6.62]]
epoch: 59
loss: 0.9999999913243913
dilation rates: [[0.86, 5.25], [2.41, 2.69], [1.56, 5.42], [4.39, 2.72], [3.64, 4.4], [3.4, 5.71], [2.23, 7.83], [5.7, 2.32], [3.62, 2.35], [3.63, 11.83], [4.65, 9.59], [21.63, 6.68]]
epoch: 60
loss: 0.9999999926096667
dilation rates: [[0.68, 5.43], [2.39, 3.26], [2.23, 4.58], [4.45, 2.59], [3.24, 4.61], [3.45, 5.72], [1.82, 8.07], [5.75, 2.42], [3.74, 3.16], [3.65, 11.74], [4.6, 9.65], [21.57, 6.59]]
epoch: 61
loss: 0.9999999903604349
dilation rates: [[1.41, 5.41], [2.25, 3.87], [1.88, 4.42], [4.45, 2.59], [3.3, 4.64], [3.38, 5.64], [1.64, 8.58], [5.75, 2.4], [3.62, 3.38], [3.56, 11.68], [4.63, 9.59], [21.42, 6.63]]
epoch: 62
loss: 0.9999999901997754
dilation rates: [[1.07, 5.27], [1.8, 3.66], [1.68, 4.22], [4.29, 2.65], [3.35, 5.1], [3.67, 5.66], [1.62, 8.41], [5.59, 2.32], [3.66, 3.36], [3.64, 11.65], [4.59, 9.75], [21.29, 6.57]]
epoch: 63
loss: 0.9999999905210942
dilation rates: [[1.28, 5.24], [2.16, 3.4], [1.41, 3.75], [5.45, 3.36], [3.55, 5.23], [3.29, 5.63], [1.65, 8.9], [5.85, 2.43], [3.45, 3.23], [3.6, 11.61], [4.6, 9.56], [21.62, 6.74]]
epoch: 64
loss: 0.999999991163732
dilation rates: [[1.78, 5.26], [2.4, 3.7], [1.27, 3.27], [5.35, 3.41], [3.34, 5.25], [3.29, 5.77], [1.66, 8.4], [5.7, 2.26], [3.86, 3.35], [3.65, 11.73], [4.76, 9.66], [20.65, 6.65]]
epoch: 65
loss: 0.9999999885931812
dilation rates: [[1.22, 5.71], [1.64, 3.24], [2.26, 3.64], [5.78, 3.15], [3.33, 5.39], [3.3, 5.74], [1.6, 8.67], [5.73, 2.39], [3.61, 3.31], [3.58, 11.87], [4.69, 9.64], [20.68, 7.41]]
epoch: 66
loss: 0.9999999918063696
dilation rates: [[1.13, 4.93], [1.87, 3.36], [2.08, 4.26], [5.63, 3.43], [3.38, 5.36], [3.37, 5.79], [1.59, 8.72], [5.71, 2.12], [3.61, 3.44], [3.63, 11.79], [4.64, 9.57], [21.39, 6.71]]
epoch: 67
loss: 0.9999999910030725
dilation rates: [[1.42, 4.42], [1.85, 3.59], [2.38, 5.21], [5.69, 3.36], [3.21, 5.36], [3.44, 5.72], [1.63, 8.66], [5.74, 2.42], [3.72, 3.23], [3.61, 11.69], [4.72, 9.7], [21.45, 7.39]]
epoch: 68
loss: 0.9999999914850507
dilation rates: [[1.1, 5.38], [2.43, 2.74], [2.27, 5.25], [5.92, 3.39], [3.36, 5.37], [3.45, 5.71], [1.76, 8.67], [5.74, 2.27], [3.7, 3.34], [3.6, 11.86], [4.74, 9.72], [21.6, 7.72]]
epoch: 69
loss: 0.9999999910030725
dilation rates: [[0.97, 4.57], [1.56, 3.32], [2.25, 5.34], [5.29, 3.18], [3.37, 5.35], [3.35, 5.64], [1.69, 8.22], [5.69, 2.36], [3.61, 3.43], [3.55, 11.74], [4.63, 9.83], [21.12, 8.07]]
epoch: 70
loss: 0.9999999905210942
dilation rates: [[1.44, 4.67], [1.65, 3.17], [2.32, 5.35], [5.65, 2.91], [3.24, 5.43], [3.2, 5.84], [1.69, 8.59], [5.87, 2.23], [3.64, 3.42], [3.59, 12.28], [4.75, 9.87], [21.65, 8.41]]
epoch: 71
loss: 0.9999999916457102
dilation rates: [[1.06, 4.77], [1.83, 3.32], [1.66, 5.16], [5.35, 2.56], [3.23, 5.44], [3.45, 5.71], [1.61, 8.74], [5.75, 2.31], [3.62, 3.4], [3.64, 12.64], [4.76, 9.87], [21.57, 8.36]]
epoch: 72
loss: 0.9999999921276884
dilation rates: [[1.12, 5.24], [1.94, 2.82], [1.67, 5.59], [4.65, 2.66], [3.14, 5.68], [4.16, 5.55], [1.59, 8.24], [5.78, 2.42], [3.6, 3.38], [3.55, 12.56], [4.65, 9.96], [21.66, 8.51]]
epoch: 73
loss: 0.9999999914850507
dilation rates: [[0.7, 5.63], [2.4, 3.41], [1.81, 4.65], [4.4, 2.65], [3.88, 5.41], [4.37, 5.65], [1.75, 8.66], [5.78, 2.4], [3.56, 3.3], [3.65, 13.78], [4.71, 9.86], [21.42, 8.25]]
epoch: 74
loss: 0.9999999914850507
dilation rates: [[1.12, 5.25], [2.11, 4.13], [1.72, 4.64], [4.65, 2.56], [3.41, 5.71], [4.28, 5.61], [1.69, 8.34], [5.83, 2.2], [3.71, 3.34], [3.56, 13.62], [4.75, 9.91], [21.44, 8.3]]
IOU: [97.21, 77.66, 89.21, 37.33, 48.86, 55.31, 47.69, 61.19, 90.87, 55.0, 94.05, 69.7, 42.02, 91.62, 59.06, 73.54, 56.24, 23.25, 63.31]
mIOU: 64.9, mIOU_reduced: 65.27, accuracy: 94.22
epoch: 75
loss: 0.9999999916457102
dilation rates: [[2.02, 6.28], [3.13, 4.3], [1.63, 4.45], [5.26, 2.36], [3.22, 5.77], [4.37, 5.74], [2.02, 8.38], [5.86, 2.33], [3.6, 3.36], [3.75, 13.6], [4.77, 9.87], [21.4, 8.36]]
epoch: 76
loss: 0.999999991967029
dilation rates: [[1.3, 6.61], [2.24, 4.37], [1.94, 4.36], [5.67, 2.67], [3.35, 5.19], [4.34, 5.69], [1.63, 8.62], [5.72, 1.93], [3.7, 3.24], [3.59, 13.18], [4.73, 9.65], [21.19, 8.86]]
epoch: 77
loss: 0.9999999889145
dilation rates: [[1.37, 6.07], [1.67, 4.18], [2.27, 4.19], [5.73, 2.7], [3.36, 5.42], [4.26, 5.83], [1.91, 8.87], [5.76, 1.79], [3.83, 3.03], [3.73, 13.63], [4.7, 9.88], [21.39, 8.36]]
epoch: 78
loss: 0.9999999927703261
dilation rates: [[0.85, 7.8], [1.79, 4.3], [1.55, 4.57], [5.31, 3.36], [3.08, 5.3], [4.32, 5.78], [1.7, 8.78], [5.85, 1.68], [3.64, 2.63], [3.68, 13.64], [4.66, 9.83], [22.2, 8.38]]
epoch: 79
loss: 0.999999991163732
dilation rates: [[1.01, 7.94], [1.88, 4.75], [2.4, 5.3], [5.4, 3.29], [3.23, 5.75], [4.76, 5.59], [1.64, 8.73], [5.91, 1.83], [3.67, 2.73], [3.85, 13.55], [4.37, 9.71], [22.42, 8.41]]
epoch: 80
loss: 0.9999999913243913
dilation rates: [[2.31, 8.4], [2.29, 2.75], [2.28, 5.36], [5.57, 4.14], [3.36, 5.65], [4.3, 5.64], [1.48, 8.59], [5.89, 1.86], [3.61, 2.7], [3.73, 14.39], [4.73, 9.83], [22.43, 8.13]]
epoch: 81
loss: 0.9999999914850507
dilation rates: [[1.34, 8.24], [3.26, 2.77], [2.18, 5.63], [5.46, 2.79], [2.73, 5.38], [4.38, 5.59], [2.02, 8.68], [5.82, 1.18], [3.74, 2.61], [3.64, 14.56], [4.64, 9.89], [22.69, 8.71]]
epoch: 82
loss: 0.9999999908424131
dilation rates: [[4.87, 8.4], [2.05, 3.33], [1.89, 5.31], [5.45, 2.63], [2.68, 5.39], [4.29, 5.67], [1.74, 8.49], [5.8, 2.37], [3.61, 2.66], [3.83, 14.64], [4.79, 10.02], [22.38, 8.67]]
epoch: 83
loss: 0.9999999910030725
dilation rates: [[1.69, 6.66], [2.16, 3.58], [1.14, 5.41], [5.42, 2.61], [3.11, 6.14], [4.34, 5.61], [1.62, 8.85], [5.78, 1.86], [3.8, 2.54], [3.66, 14.25], [4.73, 10.45], [22.45, 7.39]]
epoch: 84
loss: 0.9999999901997754
dilation rates: [[1.39, 6.72], [1.82, 2.75], [1.88, 5.32], [5.45, 2.6], [3.41, 6.39], [4.49, 5.65], [2.24, 8.59], [5.78, 1.59], [3.65, 2.71], [3.34, 14.3], [4.63, 10.57], [22.68, 7.58]]
epoch: 85
loss: 0.9999999908424131
dilation rates: [[1.05, 6.33], [2.28, 2.91], [2.35, 5.93], [5.35, 2.75], [3.73, 6.39], [4.45, 5.76], [2.23, 8.61], [5.8, 1.69], [3.68, 2.64], [3.64, 14.61], [4.68, 10.79], [22.8, 7.43]]
epoch: 86
loss: 0.9999999910030725
dilation rates: [[1.58, 6.68], [2.14, 2.22], [2.29, 5.19], [6.83, 2.59], [3.4, 6.33], [4.29, 5.58], [1.67, 8.63], [5.77, 1.75], [3.72, 2.68], [3.78, 14.66], [4.78, 10.64], [22.55, 8.23]]
epoch: 87
loss: 0.9999999918063696
dilation rates: [[0.93, 7.39], [2.22, 2.73], [1.58, 5.33], [6.17, 2.64], [3.62, 6.33], [3.62, 5.35], [1.59, 8.63], [5.59, 1.64], [3.68, 1.94], [3.37, 14.59], [4.78, 10.32], [22.44, 8.45]]
epoch: 88
loss: 0.9999999932523044
dilation rates: [[1.45, 7.39], [2.78, 1.75], [2.41, 5.39], [6.31, 2.73], [3.44, 6.43], [3.81, 5.56], [1.67, 8.62], [5.7, 1.74], [3.69, 2.66], [3.88, 14.6], [4.7, 10.75], [22.28, 9.21]]
epoch: 89
loss: 0.9999999940556015
dilation rates: [[0.89, 7.06], [1.95, 2.91], [1.67, 4.69], [6.13, 3.27], [3.63, 6.48], [3.83, 5.78], [2.14, 8.8], [5.71, 1.77], [3.7, 2.76], [3.7, 14.76], [4.79, 10.77], [22.38, 9.15]]
epoch: 90
loss: 0.9999999910030725
dilation rates: [[1.89, 7.73], [1.78, 2.66], [2.1, 4.68], [6.31, 3.39], [3.57, 6.67], [3.03, 5.57], [1.91, 8.62], [5.76, 2.17], [3.84, 2.65], [3.57, 14.68], [4.6, 10.7], [22.52, 9.29]]
epoch: 91
loss: 0.9999999916457102
dilation rates: [[1.27, 6.72], [2.42, 2.66], [2.29, 4.63], [6.44, 2.63], [4.09, 6.31], [3.58, 5.73], [1.3, 8.65], [5.74, 2.31], [3.83, 2.82], [3.68, 14.43], [4.83, 10.64], [23.12, 9.26]]
epoch: 92
loss: 0.9999999908424131
dilation rates: [[1.16, 7.34], [1.83, 2.77], [2.46, 4.61], [6.58, 3.39], [4.42, 6.44], [3.4, 5.67], [2.21, 8.8], [5.82, 2.35], [3.6, 2.66], [3.57, 14.68], [4.88, 10.58], [23.34, 9.31]]
epoch: 93
loss: 0.9999999927703261
dilation rates: [[1.3, 8.25], [2.32, 3.47], [2.42, 5.42], [6.37, 3.43], [4.39, 6.56], [3.59, 5.71], [1.63, 8.75], [5.9, 2.33], [3.6, 2.65], [3.71, 14.57], [4.93, 10.72], [23.38, 9.3]]
epoch: 94
loss: 0.9999999922883478
dilation rates: [[0.65, 9.41], [1.94, 3.77], [1.68, 5.21], [6.42, 2.62], [4.16, 6.33], [3.56, 5.56], [1.61, 8.35], [5.85, 1.88], [4.42, 3.32], [3.64, 14.61], [4.84, 10.75], [23.33, 9.26]]
epoch: 95
loss: 0.9999999929309855
dilation rates: [[1.65, 9.87], [3.22, 3.43], [1.73, 5.38], [6.41, 3.83], [4.17, 6.63], [3.72, 5.59], [1.65, 8.81], [5.84, 1.78], [4.4, 3.27], [4.32, 14.66], [4.71, 10.68], [23.37, 9.15]]
epoch: 96
loss: 0.9999999914850507
dilation rates: [[1.55, 9.42], [3.34, 2.68], [1.23, 5.45], [6.27, 3.34], [4.34, 6.56], [3.59, 5.59], [2.27, 8.65], [5.8, 1.67], [4.42, 3.2], [4.41, 14.6], [4.76, 10.76], [23.18, 9.38]]
epoch: 97
loss: 0.999999991967029
dilation rates: [[1.03, 10.44], [3.1, 2.29], [1.65, 5.3], [6.23, 3.26], [4.39, 6.63], [3.82, 5.74], [2.1, 8.27], [5.74, 1.92], [4.28, 3.48], [4.84, 14.65], [4.42, 10.72], [23.41, 9.22]]
epoch: 98
loss: 0.9999999934129638
dilation rates: [[1.11, 10.29], [2.31, 3.4], [1.61, 5.58], [5.69, 3.29], [4.09, 6.41], [3.66, 5.68], [1.92, 8.69], [5.81, 1.59], [4.39, 3.29], [4.24, 14.64], [4.8, 10.66], [23.35, 9.28]]
epoch: 99
loss: 0.9999999913243913
dilation rates: [[1.34, 11.3], [1.87, 3.43], [2.14, 5.56], [5.63, 3.39], [4.39, 6.71], [3.57, 5.77], [1.79, 8.7], [5.9, 2.13], [4.35, 3.33], [4.23, 14.76], [4.87, 10.75], [23.23, 9.13]]
IOU: [96.9, 76.6, 87.47, 36.71, 45.89, 54.21, 50.14, 48.53, 90.34, 54.36, 92.69, 64.33, 41.27, 91.02, 45.32, 62.52, 37.4, 33.66, 61.09]
mIOU: 61.6, mIOU_reduced: 64.08, accuracy: 93.46
epoch: 100
loss: 0.9999999921276884
dilation rates: [[0.95, 11.57], [2.67, 2.62], [1.58, 4.65], [7.22, 2.83], [4.44, 6.59], [3.78, 5.79], [1.57, 8.83], [5.87, 2.32], [4.39, 3.3], [4.64, 14.65], [4.78, 10.66], [23.35, 9.46]]
epoch: 101
loss: 0.9999999903604349
dilation rates: [[1.13, 11.31], [1.85, 3.76], [1.73, 4.62], [6.93, 2.61], [4.12, 6.69], [3.64, 5.67], [1.85, 8.7], [5.9, 2.23], [4.64, 3.25], [4.43, 14.7], [4.78, 10.98], [23.26, 9.39]]
epoch: 102
loss: 0.9999999903604349
dilation rates: [[1.23, 11.17], [1.89, 3.32], [1.77, 4.74], [6.67, 3.3], [4.33, 5.75], [3.3, 5.59], [2.18, 7.91], [5.74, 2.27], [4.39, 3.36], [4.66, 14.57], [4.68, 10.79], [23.4, 9.39]]
epoch: 103
loss: 0.9999999897177971
dilation rates: [[1.1, 11.26], [1.79, 3.81], [1.72, 4.8], [6.91, 3.05], [4.33, 5.71], [3.56, 5.44], [2.32, 7.85], [5.79, 2.3], [4.37, 3.35], [4.59, 14.56], [4.57, 10.81], [23.27, 9.7]]
epoch: 104
loss: 0.9999999914850507
dilation rates: [[3.22, 11.8], [1.67, 3.7], [2.36, 5.35], [6.55, 3.23], [4.26, 5.78], [3.08, 5.89], [1.55, 7.97], [5.81, 2.22], [4.17, 3.13], [4.48, 14.71], [4.83, 10.74], [23.1, 9.1]]
epoch: 105
loss: 0.9999999927703261
dilation rates: [[1.9, 11.33], [1.58, 4.31], [0.87, 5.29], [6.06, 3.23], [4.34, 5.45], [3.57, 5.65], [2.35, 7.92], [5.87, 2.39], [4.59, 3.18], [4.64, 14.69], [4.43, 10.64], [23.33, 9.37]]
epoch: 106
loss: 0.9999999910030725
dilation rates: [[2.34, 11.41], [3.07, 4.07], [2.14, 5.81], [6.58, 2.79], [4.32, 5.73], [3.67, 5.63], [1.67, 8.66], [5.85, 2.39], [4.65, 3.1], [4.36, 14.63], [4.92, 10.74], [24.35, 9.35]]
epoch: 107
loss: 0.9999999916457102
dilation rates: [[1.01, 11.07], [2.44, 4.58], [1.66, 5.34], [6.34, 3.23], [4.41, 5.65], [3.36, 6.42], [2.18, 7.95], [5.82, 2.2], [4.55, 3.14], [3.74, 14.58], [4.74, 10.71], [24.45, 9.08]]
epoch: 108
loss: 0.9999999929309855
dilation rates: [[1.43, 11.32], [1.95, 5.14], [1.67, 5.37], [6.6, 3.42], [4.21, 5.68], [3.81, 6.21], [2.38, 8.35], [5.72, 1.77], [4.56, 2.81], [3.59, 14.83], [4.67, 10.74], [24.4, 9.4]]
epoch: 109
loss: 0.9999999938949421
dilation rates: [[1.44, 11.41], [3.14, 5.32], [1.63, 5.78], [6.51, 2.63], [4.43, 5.31], [3.24, 6.72], [3.28, 8.64], [5.73, 1.74], [4.58, 2.64], [3.61, 14.67], [4.68, 10.75], [24.39, 9.64]]
epoch: 110
loss: 0.9999999903604349
dilation rates: [[1.05, 11.59], [2.02, 5.34], [2.45, 5.37], [6.64, 2.65], [4.09, 5.61], [3.72, 6.88], [2.32, 8.34], [5.63, 1.69], [4.6, 3.3], [3.88, 14.6], [4.57, 10.67], [24.33, 9.38]]
epoch: 111
loss: 0.9999999916457102
dilation rates: [[0.96, 11.21], [2.41, 5.29], [1.76, 5.4], [6.39, 2.8], [4.26, 5.65], [3.29, 6.66], [2.17, 8.61], [5.68, 1.74], [4.28, 3.32], [3.66, 14.57], [4.68, 10.78], [24.42, 9.43]]
epoch: 112
loss: 0.9999999908424131
dilation rates: [[1.41, 11.3], [2.27, 5.15], [2.31, 5.8], [6.5, 2.94], [3.72, 5.32], [3.41, 6.62], [2.42, 8.64], [5.62, 1.75], [4.64, 3.39], [4.38, 14.62], [4.7, 10.72], [24.42, 9.19]]
epoch: 113
loss: 0.999999991163732
dilation rates: [[1.73, 11.14], [1.73, 5.28], [1.33, 5.31], [5.8, 3.21], [3.63, 5.24], [3.52, 6.62], [2.39, 8.43], [5.66, 1.81], [4.61, 3.25], [5.08, 14.66], [4.57, 10.75], [23.83, 9.4]]
epoch: 114
loss: 0.9999999922883478
dilation rates: [[1.62, 10.88], [2.42, 6.31], [1.03, 5.42], [5.72, 4.25], [3.33, 5.6], [3.78, 6.46], [2.35, 8.68], [5.67, 1.62], [4.58, 3.44], [5.3, 14.66], [4.61, 10.85], [23.56, 9.68]]
epoch: 115
loss: 0.9999999926096667
dilation rates: [[2.29, 10.21], [1.76, 5.2], [2.48, 5.33], [5.41, 4.03], [3.7, 5.58], [3.68, 6.63], [1.7, 8.69], [5.83, 1.65], [4.43, 3.33], [5.61, 14.8], [4.86, 10.9], [23.73, 9.42]]
epoch: 116
loss: 0.9999999908424131
dilation rates: [[1.1, 10.46], [1.87, 5.28], [2.33, 5.46], [5.7, 3.23], [3.65, 5.59], [3.26, 6.6], [2.23, 8.7], [5.74, 2.35], [4.63, 3.33], [5.35, 14.63], [4.89, 10.86], [24.19, 9.35]]
epoch: 117
loss: 0.9999999893964783
dilation rates: [[2.12, 11.41], [2.38, 5.8], [2.12, 5.23], [5.69, 4.23], [3.39, 5.6], [4.34, 6.65], [2.18, 8.73], [5.66, 2.12], [4.36, 3.4], [5.84, 14.68], [4.74, 10.85], [24.46, 9.63]]
epoch: 118
loss: 0.9999999916457102
dilation rates: [[1.42, 11.22], [2.7, 3.04], [2.18, 5.91], [5.32, 4.39], [4.24, 5.6], [4.55, 6.66], [2.43, 8.34], [5.74, 1.74], [4.67, 3.44], [5.22, 14.71], [4.65, 10.79], [24.23, 10.44]]
epoch: 119
loss: 0.9999999918063696
dilation rates: [[1.27, 11.35], [1.76, 3.87], [2.4, 5.31], [5.72, 4.33], [4.51, 5.56], [4.41, 6.59], [2.43, 8.63], [5.76, 1.75], [4.6, 3.44], [5.55, 14.59], [4.73, 10.7], [24.62, 10.32]]
epoch: 120
loss: 0.9999999927703261
dilation rates: [[0.75, 11.44], [2.05, 3.52], [1.69, 5.74], [5.58, 4.17], [2.85, 5.65], [4.27, 6.79], [1.59, 8.8], [5.79, 1.83], [4.27, 3.42], [5.53, 14.58], [4.65, 10.61], [24.42, 10.41]]
epoch: 121
loss: 0.9999999895571378
dilation rates: [[1.97, 11.21], [1.79, 4.62], [1.34, 5.53], [5.63, 4.4], [3.26, 5.24], [4.24, 6.71], [1.72, 8.57], [5.81, 2.36], [4.56, 3.42], [7.15, 14.72], [4.63, 11.27], [24.37, 10.35]]
epoch: 122
loss: 0.9999999924490073
dilation rates: [[1.09, 11.58], [1.93, 4.45], [1.74, 5.61], [5.56, 4.33], [3.4, 5.8], [4.19, 6.69], [1.62, 8.48], [5.68, 2.43], [4.32, 3.45], [6.92, 14.61], [4.64, 11.82], [24.57, 10.41]]
epoch: 123
loss: 0.9999999908424131
dilation rates: [[1.63, 11.41], [1.59, 4.5], [2.28, 5.39], [5.8, 4.39], [2.71, 5.67], [4.28, 6.7], [1.61, 8.86], [5.79, 2.27], [4.52, 3.4], [6.29, 14.65], [4.77, 11.62], [24.56, 10.25]]
epoch: 124
loss: 0.9999999932523044
dilation rates: [[2.43, 11.64], [2.27, 4.42], [1.76, 5.5], [5.57, 4.33], [2.92, 5.68], [4.43, 6.67], [1.72, 8.64], [5.72, 2.35], [4.57, 3.43], [5.65, 14.67], [4.59, 11.62], [24.36, 10.43]]
IOU: [96.82, 76.24, 88.55, 39.17, 46.64, 51.42, 50.33, 66.27, 90.46, 56.62, 91.39, 71.67, 45.93, 91.16, 49.45, 60.08, 32.07, 35.2, 61.5]
mIOU: 63.21, mIOU_reduced: 66.21, accuracy: 93.89
epoch: 125
loss: 0.9999999918063696
dilation rates: [[2.07, 12.72], [2.84, 5.67], [2.12, 5.63], [5.46, 4.14], [3.02, 5.88], [4.37, 6.81], [1.09, 8.65], [5.8, 2.17], [4.58, 2.96], [5.72, 14.71], [4.64, 11.8], [24.31, 10.31]]
epoch: 126
loss: 0.9999999906817536
dilation rates: [[1.4, 11.71], [2.31, 5.53], [2.25, 5.58], [4.64, 3.46], [2.84, 5.68], [4.62, 6.56], [2.12, 8.59], [5.91, 2.42], [4.37, 2.72], [5.45, 14.74], [4.33, 11.68], [24.32, 10.23]]
epoch: 127
loss: 0.9999999924490073
dilation rates: [[0.94, 11.29], [2.4, 4.61], [2.33, 5.4], [4.56, 4.31], [2.76, 5.57], [4.4, 6.8], [1.72, 8.61], [5.75, 2.14], [4.43, 2.62], [5.7, 14.73], [4.52, 11.6], [24.26, 10.31]]
epoch: 128
loss: 0.9999999927703261
dilation rates: [[2.36, 11.47], [1.92, 5.36], [2.49, 5.41], [4.74, 4.67], [3.32, 5.59], [4.12, 6.72], [1.37, 8.74], [5.81, 1.83], [5.38, 2.62], [5.59, 14.68], [4.41, 11.56], [24.42, 10.35]]
epoch: 129
loss: 0.999999991967029
dilation rates: [[2.32, 11.58], [1.63, 5.12], [1.79, 5.63], [4.56, 4.39], [3.18, 5.66], [4.3, 6.57], [2.27, 8.66], [5.71, 1.68], [5.76, 2.9], [5.55, 14.57], [4.36, 11.56], [24.22, 10.42]]
epoch: 130
loss: 0.9999999921276884
dilation rates: [[2.19, 11.43], [2.25, 5.26], [2.41, 5.58], [4.65, 4.07], [3.31, 5.62], [4.36, 6.86], [2.29, 8.6], [5.67, 1.58], [5.3, 2.73], [5.57, 14.92], [4.57, 11.64], [24.37, 10.27]]
epoch: 131
loss: 0.9999999914850507
dilation rates: [[1.38, 11.26], [2.25, 5.42], [2.31, 5.69], [4.63, 4.38], [3.54, 5.77], [4.68, 6.68], [2.43, 8.63], [5.65, 1.93], [5.36, 2.63], [5.61, 14.87], [4.42, 11.57], [24.38, 10.34]]
epoch: 132
loss: 0.9999999916457102
dilation rates: [[1.46, 11.31], [2.17, 5.24], [2.66, 5.66], [4.65, 4.28], [3.3, 5.41], [4.33, 6.65], [1.73, 8.59], [5.35, 1.72], [5.55, 2.69], [5.45, 14.72], [4.6, 11.63], [24.26, 10.34]]
epoch: 133
loss: 0.9999999918063696
dilation rates: [[2.23, 11.01], [2.45, 5.12], [1.77, 5.75], [4.73, 4.31], [3.46, 5.56], [4.29, 6.74], [1.58, 8.75], [5.76, 1.67], [5.44, 2.72], [5.58, 14.63], [4.42, 11.64], [24.4, 10.35]]
epoch: 134
loss: 0.9999999924490073
dilation rates: [[1.18, 10.63], [2.69, 5.72], [2.26, 5.28], [5.45, 4.44], [3.22, 5.58], [4.29, 6.61], [2.9, 8.68], [5.77, 2.28], [5.36, 2.72], [5.64, 14.78], [4.36, 11.6], [24.38, 10.34]]
epoch: 135
loss: 0.9999999921276884
dilation rates: [[2.28, 10.36], [2.12, 5.15], [2.25, 7.19], [5.76, 4.33], [3.33, 5.4], [4.34, 6.79], [1.42, 8.65], [5.78, 1.95], [5.69, 3.03], [5.29, 14.77], [4.67, 11.62], [24.06, 10.45]]
epoch: 136
loss: 0.9999999895571378
dilation rates: [[2.38, 11.73], [2.17, 5.29], [2.3, 7.42], [5.66, 4.26], [3.38, 5.64], [4.38, 6.74], [1.62, 9.29], [5.84, 2.12], [5.07, 3.97], [6.44, 14.7], [4.4, 11.62], [24.45, 10.21]]
epoch: 137
loss: 0.9999999926096667
dilation rates: [[2.16, 11.22], [2.41, 5.43], [2.21, 7.59], [5.78, 3.58], [3.55, 5.7], [3.66, 6.74], [1.8, 9.4], [5.81, 3.17], [5.43, 3.37], [6.4, 14.67], [4.72, 11.61], [24.43, 10.42]]
epoch: 138
loss: 0.9999999921276884
dilation rates: [[2.41, 11.89], [2.33, 4.56], [2.33, 6.36], [5.6, 3.35], [3.7, 5.69], [3.45, 6.72], [2.14, 9.47], [5.58, 2.35], [4.64, 3.33], [6.73, 14.92], [4.65, 11.61], [24.44, 10.31]]
epoch: 139
loss: 0.9999999908424131
dilation rates: [[1.23, 11.92], [1.83, 5.24], [1.61, 6.39], [4.65, 3.47], [3.19, 5.56], [4.4, 6.37], [2.21, 9.63], [5.34, 2.27], [4.53, 3.38], [6.62, 14.78], [4.55, 11.44], [24.36, 10.3]]
epoch: 140
loss: 0.9999999918063696
dilation rates: [[2.05, 11.66], [2.73, 5.63], [1.76, 6.7], [4.69, 2.74], [3.61, 5.23], [3.7, 6.2], [1.69, 9.38], [5.83, 1.65], [4.56, 2.8], [6.69, 14.64], [4.69, 11.79], [24.35, 10.78]]
epoch: 141
loss: 0.9999999924490073
dilation rates: [[1.75, 11.35], [2.14, 5.43], [2.18, 6.57], [4.75, 2.79], [2.94, 5.6], [3.85, 6.57], [1.72, 8.74], [5.71, 2.2], [4.62, 3.12], [6.38, 14.7], [4.95, 11.62], [24.4, 10.43]]
epoch: 142
loss: 0.9999999916457102
dilation rates: [[1.29, 11.38], [2.59, 4.75], [1.67, 6.77], [4.78, 2.89], [3.28, 5.3], [4.18, 6.57], [1.63, 8.65], [5.74, 1.74], [4.58, 3.44], [6.46, 14.6], [4.66, 11.6], [24.57, 10.2]]
epoch: 143
loss: 0.999999990039116
dilation rates: [[1.87, 11.64], [2.17, 5.26], [1.65, 6.37], [4.71, 2.76], [3.59, 5.72], [4.44, 6.82], [2.22, 8.76], [5.73, 2.34], [4.64, 3.36], [6.6, 14.57], [4.81, 11.58], [24.42, 10.4]]
epoch: 144
loss: 0.9999999913243913
dilation rates: [[1.69, 11.31], [3.18, 6.24], [1.82, 6.7], [4.6, 2.68], [3.3, 5.56], [4.42, 6.73], [1.61, 8.76], [5.65, 2.11], [4.42, 3.18], [6.42, 14.71], [4.73, 11.66], [24.09, 9.6]]
epoch: 145
loss: 0.9999999929309855
dilation rates: [[1.24, 12.07], [2.55, 6.17], [1.36, 6.59], [4.68, 2.57], [3.4, 5.35], [4.88, 7.25], [1.65, 8.76], [5.69, 2.31], [4.55, 2.74], [6.3, 14.72], [4.56, 11.68], [24.44, 9.58]]
epoch: 146
loss: 0.9999999926096667
dilation rates: [[1.95, 12.37], [2.12, 6.76], [2.13, 6.42], [4.9, 2.93], [2.76, 5.68], [4.32, 7.18], [2.21, 8.81], [5.73, 2.13], [4.4, 3.19], [6.71, 14.71], [5.3, 12.01], [24.46, 10.64]]
epoch: 147
loss: 0.999999991163732
dilation rates: [[2.3, 12.86], [3.31, 6.12], [2.19, 6.65], [4.68, 2.79], [2.7, 5.34], [4.27, 7.71], [2.12, 8.68], [5.68, 2.41], [4.62, 3.31], [6.59, 14.7], [5.4, 11.81], [24.44, 10.09]]
epoch: 148
loss: 0.9999999914850507
dilation rates: [[2.14, 12.6], [3.06, 6.28], [1.59, 6.65], [4.79, 3.57], [2.67, 5.71], [4.4, 7.3], [2.29, 8.63], [5.7, 2.18], [4.38, 3.57], [6.31, 14.74], [5.44, 11.68], [24.4, 10.66]]
epoch: 149
loss: 0.9999999921276884
dilation rates: [[1.75, 11.2], [3.27, 6.4], [1.73, 6.69], [4.6, 4.69], [2.75, 5.84], [4.64, 7.39], [2.14, 8.72], [5.69, 2.4], [4.56, 2.98], [6.55, 14.68], [5.49, 11.6], [24.44, 10.33]]
IOU: [97.05, 77.68, 89.98, 39.88, 49.69, 55.64, 53.31, 67.41, 90.25, 55.83, 93.28, 67.26, 49.43, 91.99, 60.04, 63.63, 17.51, 37.52, 66.98]
mIOU: 64.44, mIOU_reduced: 67.7, accuracy: 94.28
epoch: 150
loss: 0.9999999910030725
dilation rates: [[1.6, 12.25], [3.28, 6.62], [1.8, 6.41], [4.74, 4.33], [2.72, 5.6], [4.23, 7.29], [1.63, 8.74], [5.59, 1.77], [4.55, 3.58], [6.34, 14.7], [6.12, 11.77], [24.42, 10.61]]
epoch: 151
loss: 0.9999999914850507
dilation rates: [[1.38, 12.36], [3.45, 6.27], [1.94, 6.52], [4.59, 4.18], [2.51, 6.43], [4.55, 7.6], [2.37, 8.71], [5.55, 2.42], [4.36, 3.61], [6.68, 14.62], [6.37, 11.71], [24.54, 10.44]]
epoch: 152
loss: 0.9999999927703261
dilation rates: [[2.25, 12.56], [3.24, 6.19], [1.59, 6.73], [4.7, 4.23], [2.84, 6.66], [4.42, 7.36], [1.69, 8.59], [5.66, 1.8], [4.61, 3.28], [6.36, 14.78], [6.36, 11.79], [24.8, 10.62]]
epoch: 153
loss: 0.9999999906817536
dilation rates: [[2.39, 12.37], [2.91, 6.42], [1.3, 6.8], [4.59, 4.33], [2.58, 6.87], [4.68, 7.58], [2.36, 8.56], [5.56, 1.61], [4.58, 3.61], [6.27, 14.71], [6.19, 11.72], [24.36, 10.38]]
epoch: 154
loss: 0.999999990039116
dilation rates: [[2.16, 13.07], [3.44, 6.39], [1.74, 6.42], [4.8, 4.43], [2.68, 6.41], [4.38, 7.57], [1.81, 8.69], [5.83, 1.79], [4.59, 3.59], [6.58, 14.75], [6.29, 11.77], [24.5, 10.92]]
epoch: 155
loss: 0.9999999921276884
dilation rates: [[1.71, 13.4], [3.34, 5.52], [2.13, 6.73], [4.59, 4.42], [2.75, 6.68], [3.65, 6.79], [2.19, 8.76], [5.55, 1.83], [4.69, 2.83], [6.37, 14.66], [6.42, 11.55], [24.63, 11.1]]
epoch: 156
loss: 0.9999999918063696
dilation rates: [[1.81, 13.58], [1.88, 5.42], [2.33, 6.42], [4.69, 3.5], [2.67, 6.61], [3.65, 6.6], [2.04, 8.77], [5.59, 1.8], [4.65, 2.8], [6.29, 14.66], [6.26, 11.59], [24.46, 11.34]]
epoch: 157
loss: 0.999999991967029
dilation rates: [[1.67, 13.4], [3.82, 5.71], [2.46, 6.72], [4.73, 5.09], [2.67, 6.63], [3.79, 6.77], [1.52, 8.69], [5.61, 1.63], [4.29, 3.18], [7.21, 14.83], [6.36, 11.59], [24.62, 11.34]]
epoch: 158
loss: 0.9999999910030725
dilation rates: [[2.29, 12.93], [2.19, 5.35], [2.11, 6.42], [4.61, 4.4], [2.61, 6.44], [3.61, 6.62], [1.8, 8.66], [5.64, 2.4], [4.51, 2.66], [7.32, 14.94], [6.26, 11.56], [24.69, 11.65]]
epoch: 159
loss: 0.999999991967029
dilation rates: [[2.25, 12.49], [3.18, 5.44], [2.22, 5.23], [5.4, 3.93], [2.69, 6.44], [3.58, 6.85], [2.2, 8.66], [5.71, 1.59], [4.4, 2.7], [7.29, 14.98], [6.41, 11.65], [24.38, 11.33]]
epoch: 160
loss: 0.999999991967029
dilation rates: [[1.68, 12.23], [3.31, 5.42], [1.95, 5.71], [5.65, 3.81], [2.63, 6.16], [3.64, 6.61], [2.2, 8.77], [5.42, 2.05], [3.86, 2.79], [6.96, 15.67], [6.12, 11.57], [24.31, 11.1]]
epoch: 161
loss: 0.9999999922883478
dilation rates: [[2.04, 13.35], [3.24, 5.22], [1.63, 5.76], [5.45, 3.74], [2.7, 6.69], [3.59, 6.72], [2.34, 8.82], [5.85, 2.29], [3.94, 2.62], [6.62, 15.41], [5.88, 11.77], [24.43, 11.39]]
epoch: 162
loss: 0.9999999927703261
dilation rates: [[2.17, 12.89], [3.41, 4.93], [2.32, 5.37], [5.44, 3.77], [2.18, 6.57], [3.68, 6.81], [2.4, 8.68], [5.77, 2.21], [4.64, 2.73], [6.61, 15.78], [5.28, 11.58], [24.38, 11.4]]
epoch: 163
loss: 0.9999999897177971
dilation rates: [[1.56, 12.64], [3.2, 4.38], [2.27, 5.73], [6.37, 3.78], [2.67, 6.58], [4.19, 6.84], [2.19, 8.73], [5.59, 2.21], [4.37, 2.62], [6.63, 15.59], [5.66, 10.77], [24.33, 11.42]]
epoch: 164
loss: 0.9999999926096667
dilation rates: [[2.1, 12.44], [4.32, 4.76], [1.74, 5.61], [6.5, 2.87], [2.85, 6.36], [4.38, 6.64], [2.33, 8.73], [5.64, 1.59], [5.04, 2.72], [6.61, 15.71], [5.38, 10.57], [24.62, 11.31]]
epoch: 165
loss: 0.9999999921276884
dilation rates: [[2.03, 12.63], [4.17, 4.42], [1.58, 5.58], [6.27, 2.88], [2.62, 6.85], [4.62, 6.65], [1.79, 8.64], [5.56, 1.7], [4.98, 3.26], [6.58, 15.76], [5.57, 10.64], [24.41, 11.41]]
epoch: 166
loss: 0.9999999905210942
dilation rates: [[1.57, 12.76], [2.66, 4.56], [1.69, 5.6], [6.38, 2.86], [2.66, 6.23], [4.37, 6.6], [1.63, 8.88], [5.55, 1.79], [4.3, 3.24], [6.38, 15.9], [5.54, 10.68], [24.42, 11.42]]
epoch: 167
loss: 0.9999999908424131
dilation rates: [[2.16, 12.86], [3.29, 5.37], [2.36, 5.68], [6.57, 2.75], [2.66, 6.4], [4.25, 6.87], [2.11, 8.75], [5.76, 1.84], [4.81, 3.12], [6.65, 15.56], [5.71, 9.96], [24.4, 11.59]]
epoch: 168
loss: 0.9999999924490073
dilation rates: [[1.34, 12.47], [4.13, 5.39], [2.25, 5.56], [6.76, 2.63], [2.56, 6.65], [4.34, 6.74], [2.28, 8.57], [5.61, 1.58], [4.63, 3.52], [6.62, 15.57], [5.59, 9.92], [24.32, 11.64]]
epoch: 169
loss: 0.9999999913243913
dilation rates: [[0.9, 12.39], [3.21, 5.42], [1.65, 5.26], [6.32, 2.74], [2.6, 6.61], [5.15, 6.63], [1.84, 8.82], [5.63, 1.85], [4.43, 3.41], [6.64, 15.67], [5.57, 9.85], [24.73, 10.59]]
epoch: 170
loss: 0.9999999927703261
dilation rates: [[2.25, 12.35], [3.73, 4.51], [2.4, 5.62], [6.36, 2.89], [2.63, 6.63], [5.22, 6.68], [1.74, 8.76], [6.25, 2.37], [4.57, 2.36], [6.55, 15.61], [5.31, 9.82], [24.38, 11.56]]
epoch: 171
loss: 0.9999999922883478
dilation rates: [[2.43, 12.79], [3.37, 4.63], [2.37, 5.65], [6.36, 2.67], [2.56, 7.28], [5.27, 6.55], [1.63, 8.65], [6.4, 1.73], [4.65, 2.59], [6.18, 15.74], [5.62, 9.57], [24.14, 11.67]]
epoch: 172
loss: 0.999999991163732
dilation rates: [[1.6, 13.1], [3.68, 4.41], [1.66, 5.58], [6.74, 2.88], [2.76, 7.23], [5.22, 6.64], [1.95, 8.57], [6.61, 1.57], [4.66, 2.81], [6.69, 15.61], [5.47, 9.56], [24.37, 12.37]]
epoch: 173
loss: 0.9999999897177971
dilation rates: [[1.9, 13.18], [4.2, 4.62], [2.32, 5.59], [6.27, 2.77], [2.69, 7.76], [5.28, 6.32], [2.08, 8.94], [6.41, 2.41], [4.44, 2.65], [6.42, 15.6], [5.47, 9.62], [24.41, 12.39]]
epoch: 174
loss: 0.9999999892358189
dilation rates: [[2.1, 13.42], [4.15, 4.56], [3.14, 5.86], [6.57, 2.68], [2.51, 7.37], [5.52, 6.89], [1.77, 8.9], [6.68, 2.19], [4.45, 2.57], [6.83, 15.36], [5.45, 9.63], [24.43, 12.72]]
IOU: [97.63, 79.94, 90.31, 47.49, 53.44, 55.31, 56.03, 65.69, 91.16, 55.63, 93.94, 74.73, 51.32, 92.26, 66.23, 63.21, 46.85, 44.78, 67.03]
mIOU: 68.05, mIOU_reduced: 69.79, accuracy: 94.77
epoch: 175
loss: 0.9999999924490073
dilation rates: [[1.57, 13.23], [4.11, 4.16], [2.13, 5.8], [6.89, 3.32], [2.7, 7.44], [5.27, 6.55], [1.67, 8.66], [6.64, 2.39], [4.44, 2.65], [6.56, 15.59], [5.32, 9.74], [24.71, 12.35]]
epoch: 176
loss: 0.9999999890751594
dilation rates: [[1.72, 13.45], [4.29, 4.05], [2.32, 5.44], [6.39, 2.91], [2.75, 7.32], [5.24, 6.62], [2.18, 8.75], [6.37, 1.74], [5.33, 2.3], [6.52, 15.42], [5.17, 9.65], [24.27, 12.4]]
epoch: 177
loss: 0.9999999913243913
dilation rates: [[1.39, 13.3], [2.73, 4.65], [1.68, 5.38], [6.37, 2.71], [2.66, 7.35], [5.19, 6.66], [2.37, 8.56], [6.39, 1.9], [5.22, 3.14], [6.44, 15.63], [5.37, 9.56], [24.45, 12.64]]
epoch: 178
loss: 0.9999999934129638
dilation rates: [[2.48, 13.59], [1.91, 4.77], [1.98, 4.73], [6.32, 2.73], [2.02, 7.59], [5.31, 6.6], [1.68, 8.67], [6.29, 2.45], [5.34, 2.69], [6.29, 14.95], [5.61, 9.66], [24.36, 11.77]]
epoch: 179
loss: 0.9999999924490073
dilation rates: [[1.79, 12.9], [2.63, 5.56], [1.65, 4.82], [6.59, 2.56], [3.52, 7.39], [5.22, 6.93], [2.36, 8.75], [6.38, 1.75], [5.78, 2.68], [6.4, 14.88], [5.41, 9.6], [24.34, 11.55]]
epoch: 180
loss: 0.9999999929309855
dilation rates: [[1.88, 12.64], [2.84, 5.29], [1.86, 4.57], [6.57, 3.37], [2.64, 7.41], [5.51, 6.76], [1.66, 8.68], [5.91, 1.77], [5.13, 2.82], [6.35, 14.98], [5.58, 9.71], [25.38, 11.64]]
epoch: 181
loss: 0.9999999930916449
dilation rates: [[1.94, 12.52], [2.44, 5.78], [1.05, 4.65], [6.72, 4.27], [2.59, 7.63], [5.05, 6.84], [1.92, 8.85], [5.45, 1.72], [5.45, 2.72], [6.6, 14.88], [5.31, 9.7], [25.36, 11.71]]
epoch: 182
loss: 0.999999991967029
dilation rates: [[1.3, 12.81], [1.98, 5.29], [1.82, 4.09], [6.6, 4.3], [2.64, 7.41], [5.36, 6.7], [2.3, 8.88], [5.4, 1.62], [5.28, 3.25], [6.74, 14.78], [5.25, 9.46], [25.28, 12.26]]
epoch: 183
loss: 0.9999999901997754
dilation rates: [[1.59, 12.24], [2.86, 4.04], [1.75, 4.68], [6.43, 4.32], [2.77, 7.68], [5.66, 6.67], [2.42, 8.87], [5.62, 1.96], [5.31, 3.35], [6.8, 14.83], [5.44, 9.94], [25.56, 12.19]]
epoch: 184
loss: 0.9999999916457102
dilation rates: [[2.33, 12.38], [2.82, 5.73], [3.19, 4.69], [6.64, 3.4], [2.68, 7.73], [5.32, 6.73], [1.76, 8.68], [6.26, 1.76], [5.61, 3.4], [6.65, 14.75], [5.34, 9.56], [26.17, 12.41]]
epoch: 185
loss: 0.9999999926096667
dilation rates: [[2.15, 12.22], [2.65, 5.65], [3.24, 4.64], [6.53, 3.4], [2.39, 7.59], [5.39, 6.61], [2.19, 8.63], [7.35, 2.34], [5.43, 3.44], [6.59, 14.73], [5.77, 9.56], [26.32, 12.45]]
epoch: 186
loss: 0.9999999942162608
dilation rates: [[1.17, 12.86], [3.28, 4.75], [1.44, 4.7], [6.59, 2.74], [3.77, 7.39], [5.4, 6.7], [1.71, 8.74], [7.36, 2.29], [5.36, 3.27], [6.64, 14.91], [5.66, 9.57], [26.36, 12.31]]
epoch: 187
loss: 0.9999999913243913
dilation rates: [[2.26, 12.62], [3.71, 4.56], [2.62, 4.66], [6.42, 2.93], [4.16, 7.37], [5.45, 6.56], [2.42, 8.73], [7.62, 2.33], [5.3, 3.43], [6.68, 15.28], [5.31, 9.37], [26.38, 12.46]]
epoch: 188
loss: 0.9999999927703261
dilation rates: [[1.86, 12.57], [2.74, 4.61], [3.41, 4.59], [7.13, 2.59], [4.16, 7.63], [5.36, 6.72], [1.79, 8.62], [7.14, 1.88], [5.33, 3.4], [6.64, 15.73], [5.34, 9.63], [26.64, 12.29]]
epoch: 189
loss: 0.9999999926096667
dilation rates: [[2.16, 12.39], [2.14, 3.65], [3.3, 4.84], [7.41, 2.4], [4.17, 7.32], [5.25, 7.29], [1.67, 8.63], [7.43, 2.3], [5.32, 3.21], [6.61, 15.31], [5.78, 9.58], [26.65, 13.21]]
epoch: 190
loss: 0.9999999910030725
dilation rates: [[1.7, 12.57], [2.5, 3.61], [1.82, 4.67], [7.35, 3.68], [4.25, 7.21], [5.29, 7.42], [1.4, 8.6], [7.62, 2.32], [5.42, 3.46], [6.34, 15.48], [5.47, 9.64], [26.36, 13.42]]
epoch: 191
loss: 0.9999999921276884
dilation rates: [[1.41, 12.59], [3.4, 3.68], [1.89, 4.67], [7.43, 2.8], [4.33, 7.34], [6.08, 8.34], [1.73, 8.67], [7.55, 2.43], [5.4, 3.62], [6.35, 15.66], [5.62, 9.6], [26.22, 12.92]]
epoch: 192
loss: 0.9999999910030725
dilation rates: [[2.15, 12.61], [2.47, 3.66], [1.65, 4.84], [7.4, 2.77], [4.21, 7.45], [6.35, 8.23], [2.11, 8.57], [7.6, 2.39], [5.39, 3.45], [6.81, 15.6], [5.81, 9.66], [26.41, 12.56]]
epoch: 193
loss: 0.9999999922883478
dilation rates: [[2.06, 12.74], [1.9, 3.82], [3.28, 4.77], [7.65, 2.75], [4.22, 7.28], [6.29, 8.37], [2.19, 8.64], [7.78, 3.01], [5.45, 3.59], [6.71, 15.76], [5.62, 9.68], [27.06, 12.64]]
epoch: 194
loss: 0.9999999932523044
dilation rates: [[1.59, 12.39], [2.9, 3.71], [2.76, 4.77], [7.85, 3.38], [4.41, 7.48], [6.39, 8.39], [2.29, 8.57], [7.29, 1.75], [5.45, 3.38], [6.68, 15.65], [5.43, 9.61], [27.43, 12.17]]
epoch: 195
loss: 0.9999999926096667
dilation rates: [[2.19, 12.38], [3.19, 3.63], [3.19, 4.61], [7.68, 3.59], [4.6, 7.35], [6.44, 8.57], [2.07, 9.73], [7.55, 2.28], [5.41, 2.63], [6.31, 15.63], [5.37, 9.57], [27.42, 12.34]]
epoch: 196
loss: 0.9999999921276884
dilation rates: [[2.18, 12.22], [3.11, 3.66], [1.77, 4.71], [7.28, 4.42], [3.72, 7.56], [6.3, 8.2], [2.41, 9.64], [7.45, 2.43], [5.35, 2.8], [6.7, 15.4], [4.94, 9.59], [27.43, 13.6]]
epoch: 197
loss: 0.9999999940556015
dilation rates: [[2.34, 12.57], [3.5, 3.77], [1.64, 4.68], [7.3, 4.63], [3.3, 7.71], [6.29, 8.27], [1.76, 9.33], [7.39, 1.63], [5.21, 2.61], [6.64, 15.72], [4.56, 9.31], [27.35, 13.31]]
epoch: 198
loss: 0.9999999924490073
dilation rates: [[0.02, 12.59], [3.15, 3.69], [3.21, 4.57], [7.79, 4.63], [2.19, 7.43], [6.33, 8.55], [2.86, 9.76], [7.69, 1.68], [5.38, 2.68], [6.63, 15.69], [4.82, 9.39], [27.55, 13.24]]
epoch: 199
loss: 0.9999999921276884
dilation rates: [[1.57, 12.84], [4.25, 4.44], [2.24, 4.75], [7.75, 4.34], [2.77, 7.53], [6.37, 8.4], [2.0, 9.36], [7.7, 1.58], [5.45, 2.64], [6.38, 15.69], [5.45, 9.54], [27.37, 13.44]]
IOU: [97.66, 80.39, 90.35, 49.59, 43.18, 58.08, 58.0, 69.99, 91.22, 57.44, 94.17, 75.13, 55.58, 92.71, 67.69, 67.45, 14.29, 41.68, 68.86]
mIOU: 67.02, mIOU_reduced: 70.25, accuracy: 94.85
epoch: 200
loss: 0.9999999953408768
dilation rates: [[1.87, 12.49], [3.72, 4.26], [2.31, 4.84], [7.45, 4.11], [2.76, 7.62], [6.27, 8.59], [1.9, 9.27], [7.39, 1.92], [5.42, 2.61], [6.65, 15.66], [5.58, 9.65], [27.33, 13.5]]
epoch: 201
loss: 0.999999991967029
dilation rates: [[1.88, 12.14], [3.3, 5.39], [2.35, 4.66], [7.73, 4.3], [2.7, 7.59], [6.36, 9.12], [2.27, 9.76], [7.37, 1.54], [5.23, 2.69], [6.6, 15.62], [5.23, 9.58], [27.35, 13.37]]
epoch: 202
loss: 0.9999999948588986
dilation rates: [[2.2, 12.7], [3.45, 5.44], [2.23, 3.77], [7.33, 3.74], [1.8, 7.25], [6.4, 9.39], [2.38, 9.64], [7.77, 3.27], [4.68, 2.83], [6.68, 15.61], [5.3, 9.61], [27.4, 13.37]]
epoch: 203
loss: 0.9999999918063696
dilation rates: [[2.34, 12.58], [3.44, 5.44], [2.1, 3.81], [7.42, 3.32], [2.82, 7.65], [6.26, 9.5], [1.81, 9.62], [7.66, 2.42], [4.38, 2.91], [6.57, 15.64], [5.31, 9.71], [27.41, 13.78]]
epoch: 204
loss: 0.9999999929309855
dilation rates: [[1.62, 12.34], [3.48, 5.58], [3.28, 4.7], [7.75, 2.3], [2.31, 7.27], [6.16, 9.42], [2.24, 9.59], [7.71, 2.07], [4.65, 2.72], [6.67, 15.22], [4.7, 9.59], [27.44, 13.57]]
epoch: 205
loss: 0.9999999930916449
dilation rates: [[1.91, 12.39], [4.27, 4.74], [2.65, 4.57], [7.42, 1.91], [2.56, 7.57], [6.34, 9.33], [2.32, 9.67], [7.64, 1.7], [4.75, 2.77], [6.31, 15.57], [4.75, 9.64], [27.43, 13.33]]
epoch: 206
loss: 0.9999999921276884
dilation rates: [[2.23, 11.61], [3.67, 4.66], [3.02, 4.74], [7.42, 2.16], [2.63, 7.38], [7.07, 9.43], [1.61, 9.76], [7.62, 1.6], [4.61, 2.82], [6.57, 15.67], [4.69, 9.74], [27.45, 13.36]]
epoch: 207
loss: 0.9999999926096667
dilation rates: [[1.68, 11.91], [4.27, 4.75], [1.71, 4.64], [7.69, 2.81], [4.16, 7.37], [7.36, 9.55], [2.34, 9.35], [7.29, 1.65], [4.78, 2.63], [6.28, 15.77], [4.73, 9.34], [27.37, 13.43]]
epoch: 208
loss: 0.9999999921276884
dilation rates: [[1.74, 11.64], [4.17, 6.06], [1.63, 4.9], [7.17, 2.61], [4.32, 8.24], [7.25, 9.37], [2.34, 9.66], [7.42, 2.05], [4.71, 3.15], [6.59, 15.72], [4.59, 9.36], [27.38, 13.55]]
epoch: 209
loss: 0.9999999942162608
dilation rates: [[1.59, 11.57], [4.41, 6.23], [1.78, 3.76], [7.42, 3.31], [3.59, 8.37], [7.22, 9.35], [2.21, 9.61], [8.02, 1.68], [4.77, 3.2], [6.62, 15.13], [4.57, 9.44], [27.61, 13.31]]
epoch: 210
loss: 0.9999999908424131
dilation rates: [[1.65, 10.72], [4.63, 6.38], [2.35, 3.84], [7.46, 3.14], [3.47, 8.43], [7.32, 9.45], [2.11, 9.59], [8.24, 2.26], [4.56, 3.25], [6.55, 15.69], [4.59, 9.56], [27.26, 13.38]]
epoch: 211
loss: 0.9999999905210942
dilation rates: [[2.31, 10.72], [4.3, 4.68], [1.75, 3.65], [8.25, 4.59], [3.37, 8.43], [7.21, 9.21], [1.63, 9.73], [8.34, 1.64], [4.66, 3.36], [6.57, 15.62], [4.6, 9.59], [27.35, 13.33]]
epoch: 212
loss: 0.9999999942162608
dilation rates: [[2.3, 10.67], [4.21, 4.27], [2.33, 3.71], [8.39, 4.24], [4.35, 8.43], [7.26, 9.26], [1.74, 9.71], [8.34, 1.77], [4.55, 3.35], [6.7, 15.61], [5.11, 9.57], [27.38, 13.38]]
epoch: 213
loss: 0.9999999921276884
dilation rates: [[1.7, 10.58], [4.28, 5.22], [2.17, 3.54], [8.33, 4.18], [4.19, 8.42], [7.32, 9.36], [2.26, 9.73], [8.19, 2.24], [4.35, 3.39], [6.52, 15.66], [5.14, 9.75], [27.43, 13.28]]
epoch: 214
loss: 0.9999999906817536
dilation rates: [[1.64, 11.05], [3.41, 5.33], [1.65, 4.03], [8.59, 4.35], [3.66, 8.37], [7.43, 9.66], [2.36, 9.43], [8.4, 2.31], [4.59, 3.34], [6.63, 15.42], [5.4, 9.68], [27.41, 13.32]]
epoch: 215
loss: 0.9999999913243913
dilation rates: [[2.22, 11.62], [3.44, 4.7], [1.56, 5.24], [8.42, 4.64], [2.77, 8.33], [7.42, 10.22], [2.34, 9.66], [8.63, 2.41], [4.67, 2.76], [6.73, 15.65], [6.08, 9.58], [27.55, 12.72]]
epoch: 216
loss: 0.9999999914850507
dilation rates: [[1.65, 11.57], [3.03, 5.34], [1.58, 5.28], [8.41, 4.18], [2.79, 8.43], [7.36, 10.52], [1.59, 9.64], [8.23, 1.61], [4.43, 2.66], [6.72, 15.7], [5.35, 9.6], [27.45, 12.94]]
epoch: 217
loss: 0.9999999932523044
dilation rates: [[1.66, 11.67], [3.38, 5.43], [3.42, 5.55], [8.24, 4.33], [2.62, 8.7], [7.28, 10.44], [2.44, 9.72], [8.41, 1.8], [4.42, 2.61], [6.57, 15.72], [5.6, 9.58], [27.43, 12.63]]
epoch: 218
loss: 0.9999999934129638
dilation rates: [[2.03, 10.17], [3.3, 5.12], [1.9, 5.81], [8.4, 4.32], [2.75, 8.24], [7.31, 10.34], [1.89, 9.6], [8.31, 1.81], [4.61, 2.92], [5.84, 15.71], [5.41, 9.88], [27.4, 12.7]]
epoch: 219
loss: 0.9999999914850507
dilation rates: [[1.69, 10.68], [3.39, 4.72], [1.66, 5.62], [8.75, 4.52], [3.34, 8.35], [7.21, 10.75], [1.59, 9.89], [8.34, 1.77], [5.13, 2.6], [5.71, 15.62], [5.34, 9.66], [27.29, 12.61]]
epoch: 220
loss: 0.999999990039116
dilation rates: [[2.44, 10.69], [3.43, 4.54], [1.75, 4.62], [8.44, 4.76], [3.27, 8.35], [7.28, 10.75], [2.32, 9.6], [8.42, 1.68], [5.42, 2.87], [5.62, 15.69], [6.27, 9.87], [27.41, 13.23]]
epoch: 221
loss: 0.9999999929309855
dilation rates: [[2.25, 10.76], [2.77, 4.73], [1.74, 4.33], [8.28, 4.51], [3.42, 8.36], [7.15, 10.31], [2.36, 9.35], [8.59, 2.3], [5.37, 2.76], [5.77, 15.82], [6.45, 9.7], [27.38, 13.38]]
epoch: 222
loss: 0.9999999914850507
dilation rates: [[1.67, 11.24], [2.59, 4.6], [2.68, 4.64], [8.35, 3.74], [4.23, 8.35], [7.42, 10.66], [2.35, 9.6], [8.15, 2.28], [5.38, 2.74], [5.6, 15.58], [5.81, 9.38], [27.38, 13.37]]
epoch: 223
loss: 0.999999991163732
dilation rates: [[2.31, 11.73], [2.6, 4.73], [1.84, 4.56], [8.35, 3.77], [4.32, 8.32], [7.34, 10.65], [2.25, 9.55], [8.43, 1.38], [5.13, 2.57], [5.73, 15.56], [5.36, 9.6], [27.38, 13.73]]
epoch: 224
loss: 0.9999999938949421
dilation rates: [[3.18, 11.66], [2.73, 5.37], [1.64, 5.5], [8.5, 3.3], [4.22, 8.44], [7.57, 10.42], [1.88, 9.27], [8.43, 2.3], [5.44, 2.77], [5.64, 15.66], [6.42, 9.4], [27.39, 13.28]]
IOU: [97.65, 81.29, 90.62, 47.53, 52.33, 59.61, 57.38, 70.12, 90.37, 50.07, 94.35, 75.57, 51.43, 92.53, 43.28, 74.73, 59.76, 46.56, 70.48]
mIOU: 68.72, mIOU_reduced: 70.49, accuracy: 94.72
epoch: 225
loss: 0.9999999930916449
dilation rates: [[2.19, 11.52], [2.52, 5.61], [2.34, 4.83], [8.58, 3.48], [5.1, 8.44], [7.3, 10.63], [1.71, 9.66], [8.33, 1.83], [5.45, 2.74], [5.43, 15.75], [6.42, 9.66], [27.42, 13.4]]
epoch: 226
loss: 0.9999999924490073
dilation rates: [[1.51, 10.96], [2.38, 5.33], [2.9, 4.76], [8.55, 4.31], [5.29, 8.38], [7.29, 10.3], [1.83, 9.33], [8.35, 1.31], [5.32, 2.51], [5.71, 15.58], [5.3, 9.6], [27.42, 13.45]]
epoch: 227
loss: 0.9999999903604349
dilation rates: [[1.58, 11.39], [2.79, 5.64], [1.62, 4.72], [8.44, 4.33], [5.02, 8.4], [7.34, 10.63], [1.82, 9.8], [8.23, 2.28], [6.14, 2.58], [5.59, 15.6], [5.3, 9.48], [27.29, 13.38]]
epoch: 228
loss: 0.9999999929309855
dilation rates: [[2.27, 11.41], [2.55, 6.17], [2.12, 4.2], [8.96, 4.21], [3.7, 8.38], [7.4, 10.35], [2.28, 9.77], [8.41, 1.97], [6.35, 2.69], [5.34, 15.88], [5.3, 9.34], [27.35, 13.37]]
epoch: 229
loss: 0.9999999934129638
dilation rates: [[1.7, 11.18], [2.57, 6.29], [1.99, 4.58], [8.62, 4.22], [3.44, 8.59], [7.45, 10.81], [2.41, 9.57], [8.68, 2.2], [5.6, 2.78], [5.58, 15.77], [5.47, 9.35], [27.43, 13.43]]
epoch: 230
loss: 0.999999991967029
dilation rates: [[2.09, 11.34], [2.68, 6.28], [1.8, 4.6], [8.31, 3.95], [4.93, 8.27], [7.44, 10.6], [1.59, 9.26], [8.36, 1.67], [5.39, 2.73], [5.66, 15.7], [6.23, 9.44], [27.56, 13.41]]
epoch: 231
loss: 0.9999999937342826
dilation rates: [[1.69, 11.66], [3.32, 6.31], [1.64, 4.63], [8.4, 4.42], [4.39, 8.42], [7.17, 10.43], [1.67, 9.63], [8.43, 1.53], [5.42, 3.32], [5.21, 15.7], [6.19, 9.45], [27.43, 13.43]]
epoch: 232
loss: 0.9999999918063696
dilation rates: [[2.25, 11.24], [2.57, 6.38], [1.68, 4.62], [8.61, 4.43], [4.07, 8.37], [7.27, 11.04], [2.27, 9.62], [8.64, 1.68], [5.41, 3.43], [5.58, 15.73], [6.38, 9.59], [27.44, 13.01]]
epoch: 233
loss: 0.9999999922883478
dilation rates: [[2.49, 11.66], [2.6, 7.38], [1.66, 3.53], [8.42, 4.29], [4.55, 8.68], [7.34, 11.21], [1.81, 9.66], [8.6, 1.72], [5.42, 3.33], [6.35, 15.65], [6.36, 9.67], [27.66, 13.29]]
epoch: 234
loss: 0.9999999908424131
dilation rates: [[3.25, 11.45], [2.71, 7.17], [1.23, 3.89], [8.7, 4.44], [3.89, 8.28], [7.37, 11.35], [2.22, 9.58], [8.58, 1.78], [5.45, 3.45], [6.33, 15.67], [6.54, 9.6], [27.61, 13.4]]
epoch: 235
loss: 0.999999991967029
dilation rates: [[3.22, 11.4], [2.97, 7.21], [2.35, 3.87], [8.44, 3.44], [3.8, 8.4], [7.29, 11.57], [1.71, 9.59], [8.6, 1.63], [5.33, 3.05], [6.32, 15.73], [6.31, 9.89], [27.44, 13.35]]
epoch: 236
loss: 0.9999999935736232
dilation rates: [[2.03, 11.13], [2.75, 7.29], [2.39, 3.86], [8.28, 3.59], [3.61, 8.17], [7.38, 11.81], [1.37, 9.75], [8.44, 1.5], [5.37, 2.81], [6.26, 15.59], [6.41, 9.7], [27.44, 13.32]]
epoch: 237
loss: 0.999999991163732
dilation rates: [[2.42, 11.4], [2.68, 7.37], [2.14, 3.76], [7.55, 3.59], [3.13, 8.44], [7.41, 11.4], [2.27, 9.61], [8.32, 2.5], [5.41, 2.77], [6.59, 15.59], [6.45, 9.38], [27.25, 13.64]]
epoch: 238
loss: 0.9999999913243913
dilation rates: [[1.6, 11.67], [3.36, 7.28], [2.4, 3.83], [7.49, 4.1], [3.63, 8.44], [7.4, 11.71], [2.41, 9.56], [8.43, 2.45], [5.42, 3.42], [6.39, 15.58], [6.75, 9.45], [27.4, 13.4]]
epoch: 239
loss: 0.9999999929309855
dilation rates: [[1.72, 11.67], [3.41, 6.59], [1.43, 3.79], [8.19, 4.23], [3.76, 8.58], [7.44, 11.42], [1.8, 9.65], [8.41, 1.73], [5.67, 3.41], [6.65, 14.72], [6.61, 9.63], [27.18, 13.38]]
epoch: 240
loss: 0.9999999918063696
dilation rates: [[1.83, 11.39], [3.07, 6.38], [2.87, 3.64], [8.45, 3.67], [3.71, 8.64], [7.59, 11.41], [1.59, 9.38], [8.38, 1.67], [5.39, 3.43], [6.46, 14.76], [6.41, 9.59], [27.39, 13.36]]
IOU: [97.06, 78.51, 90.12, 46.57, 50.25, 57.64, 58.11, 71.18, 90.79, 59.02, 93.52, 73.31, 46.38, 92.69, 59.06, 69.86, 54.65, 42.56, 68.83]
mIOU: 68.43, mIOU_reduced: 69.78, accuracy: 94.58
epoch: 241
loss: 0.999999991967029
dilation rates: [[1.66, 11.52], [3.35, 6.31], [1.9, 3.75], [8.68, 3.6], [3.65, 8.33], [7.38, 11.59], [1.72, 10.06], [8.45, 1.71], [5.32, 3.32], [6.43, 14.85], [6.39, 9.38], [27.34, 13.31]]
IOU: [96.91, 77.33, 89.11, 47.5, 52.81, 57.92, 60.2, 67.27, 91.44, 62.78, 93.31, 74.93, 49.73, 91.67, 57.61, 63.39, 16.69, 34.07, 69.52]
mIOU: 66.01, mIOU_reduced: 69.78, accuracy: 94.26
epoch: 242
loss: 0.9999999927703261
dilation rates: [[1.65, 11.63], [2.72, 6.23], [2.32, 4.06], [8.59, 3.68], [4.43, 8.29], [7.43, 11.56], [1.91, 10.42], [8.43, 1.94], [5.41, 3.75], [6.39, 14.76], [6.37, 9.58], [27.43, 13.37]]
IOU: [97.19, 79.52, 88.58, 35.08, 48.16, 55.67, 46.71, 70.05, 89.58, 54.45, 93.95, 73.68, 51.87, 90.93, 60.21, 62.26, 27.45, 39.4, 69.43]
mIOU: 64.96, mIOU_reduced: 67.77, accuracy: 94.19
epoch: 243
loss: 0.9999999935736232
dilation rates: [[2.11, 11.6], [3.34, 6.42], [1.65, 4.37], [8.62, 3.67], [4.4, 8.64], [7.79, 11.18], [2.26, 10.52], [8.32, 1.69], [5.41, 3.38], [6.81, 14.8], [6.31, 9.75], [27.43, 13.56]]
IOU: [97.34, 80.2, 90.74, 50.9, 50.99, 59.06, 60.77, 67.95, 91.42, 62.92, 94.35, 76.23, 53.04, 92.72, 62.13, 77.67, 69.22, 40.37, 69.82]
mIOU: 70.94, mIOU_reduced: 71.18, accuracy: 94.96
epoch: 244
loss: 0.9999999924490073
dilation rates: [[2.42, 12.04], [3.29, 6.36], [1.6, 4.52], [8.43, 3.64], [4.37, 8.33], [7.14, 11.6], [2.15, 10.43], [8.45, 2.77], [5.35, 2.56], [6.58, 14.77], [6.51, 9.66], [27.33, 13.64]]
IOU: [97.35, 79.57, 90.35, 45.84, 50.72, 55.16, 52.78, 70.38, 90.69, 55.4, 94.44, 74.11, 49.35, 92.62, 72.26, 78.0, 61.57, 37.55, 67.76]
mIOU: 69.26, mIOU_reduced: 69.01, accuracy: 94.71
epoch: 245
loss: 0.9999999942162608
dilation rates: [[2.3, 12.59], [3.22, 6.38], [1.76, 4.62], [8.62, 4.11], [4.39, 8.63], [7.54, 11.26], [1.72, 11.24], [8.33, 2.29], [5.42, 2.71], [6.76, 14.86], [6.28, 9.61], [27.48, 13.3]]
IOU: [97.67, 80.32, 90.83, 50.9, 56.03, 57.38, 58.98, 70.36, 91.42, 61.67, 94.25, 74.42, 51.03, 92.71, 69.96, 74.31, 58.7, 33.63, 62.23]
mIOU: 69.83, mIOU_reduced: 70.24, accuracy: 94.97
epoch: 246
loss: 0.9999999918063696
dilation rates: [[2.68, 12.59], [3.35, 5.55], [2.39, 4.83], [8.32, 4.31], [5.1, 8.37], [7.59, 11.36], [2.23, 11.65], [8.56, 2.34], [5.58, 2.64], [6.56, 14.72], [6.66, 9.57], [27.49, 13.76]]
IOU: [97.62, 81.58, 91.02, 55.23, 55.57, 58.61, 60.36, 69.14, 91.38, 62.23, 94.04, 73.85, 52.77, 92.95, 70.92, 76.64, 67.08, 48.22, 69.94]
mIOU: 72.06, mIOU_reduced: 72.16, accuracy: 95.15
epoch: 247
loss: 0.9999999910030725
dilation rates: [[1.87, 12.67], [2.64, 5.22], [3.21, 4.58], [8.63, 5.02], [4.08, 8.56], [7.67, 12.11], [2.44, 11.55], [8.45, 1.72], [5.28, 3.55], [6.73, 14.81], [6.31, 9.6], [27.43, 13.3]]
IOU: [97.65, 80.73, 90.42, 52.49, 50.04, 55.8, 57.81, 69.85, 91.24, 62.27, 93.97, 74.91, 52.69, 92.96, 61.43, 75.04, 63.47, 45.71, 70.28]
mIOU: 70.46, mIOU_reduced: 71.18, accuracy: 94.98
epoch: 248
loss: 0.9999999929309855
dilation rates: [[1.73, 12.76], [2.55, 5.56], [3.24, 4.29], [8.59, 5.37], [4.43, 8.34], [7.35, 12.37], [2.31, 11.13], [8.63, 1.77], [5.68, 2.68], [6.34, 14.88], [6.17, 9.66], [27.38, 13.56]]
IOU: [97.6, 80.89, 90.74, 45.18, 52.04, 59.19, 57.96, 70.83, 91.48, 61.06, 94.09, 76.37, 53.56, 93.31, 67.92, 80.09, 60.1, 44.23, 71.44]
mIOU: 70.95, mIOU_reduced: 71.25, accuracy: 95.1
epoch: 249
loss: 0.9999999935736232
dilation rates: [[1.89, 12.67], [3.1, 5.6], [2.57, 4.43], [8.56, 4.43], [4.7, 8.73], [7.25, 12.4], [2.64, 11.5], [8.4, 2.32], [4.94, 2.64], [6.6, 14.91], [6.41, 9.38], [27.59, 13.41]]
IOU: [97.46, 80.74, 91.12, 55.29, 52.47, 60.09, 61.67, 70.81, 91.54, 61.61, 94.35, 76.39, 55.13, 93.43, 67.75, 72.14, 42.49, 50.4, 70.17]
mIOU: 70.79, mIOU_reduced: 72.67, accuracy: 95.14
Best mIOU: 72.06079723960475
Best global accuracy: 95.14737129211426
Training time 16:41:39
mIOUs: [72.06079723960475]
global_accuracies: [95.14737129211426]
