{'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': 1, 'RNG_seed': 0, 'loss_type': 'normalized_cross_entropy', 'eval_while_train': True, 'exclude_classes': [14, 15, 16], 'warmup_iter': 10, 'num_iter': 100, 'benchmark_loader': True, 'benchmark_model': True, 'dataset_name': 'cityscapes', 'dataset_dir': 'cityscapes_dataset', 'batch_size': 8, 'train_min_size': 400, 'train_max_size': 1600, 'train_crop_size': [768, 768], 'val_input_size': 1024, 'val_label_size': 1024, 'aug_mode': 'randaug_reduced', 'num_workers': 4, 'class_uniform_pct': 0.5, 'train_split': 'train', 'val_split': 'val', 'max_eval': 600, 'validate_train_loader': False, 'eval_print_every': 10000, 'train_print_every': 60, 'pretrained_path': '', 'save_every_k_epochs': 25, 'save_last_k_epochs': 10, 'save_dir': 'checkpoints', 'log_dir': 'logs', 'save_name': 'L5_decoder26', 'save_best_path': 'checkpoints/L5_decoder26_run1', 'save_latest_path': 'checkpoints/L5_decoder26_latest', 'resume_path': 'checkpoints/L5_decoder26_latest', 'log_path': 'logs/L5_decoder26_run1.txt'}
run: 1
epoch: 0
loss: 0.9999999921276884
dilation rates: [[1.05, 1.07], [1.06, 1.06], [1.06, 1.09], [1.08, 1.07], [1.06, 1.03], [1.08, 1.06], [1.04, 1.09], [1.02, 1.02], [1.05, 1.08], [1.03, 1.0], [1.05, 1.07], [1.0, 1.18]]
IOU: [76.78, 5.99, 51.04, 0.0, 0.0, 0.0, 0.0, 0.0, 55.67, 17.17, 68.97, 0.0, 0.0, 11.26, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 15.1, mIOU_reduced: 17.93, accuracy: 70.5
epoch: 1
loss: 0.9999999905210942
dilation rates: [[1.24, 1.28], [1.29, 1.3], [1.25, 1.36], [1.33, 1.29], [1.28, 1.24], [1.29, 1.29], [1.19, 1.35], [1.23, 1.22], [1.19, 1.28], [1.21, 1.19], [1.23, 1.27], [1.36, 1.81]]
epoch: 2
loss: 0.9999999916457102
dilation rates: [[1.38, 1.56], [1.45, 1.57], [1.42, 1.72], [1.64, 1.62], [1.6, 1.44], [1.57, 1.66], [1.33, 1.72], [1.44, 1.42], [1.34, 1.61], [1.4, 1.38], [1.43, 1.61], [1.72, 2.69]]
epoch: 3
loss: 0.9999999914850507
dilation rates: [[1.34, 1.58], [1.57, 1.62], [1.63, 1.8], [1.75, 1.71], [1.71, 1.67], [1.67, 1.77], [1.43, 1.86], [1.65, 1.68], [1.53, 1.73], [1.64, 1.63], [1.66, 1.72], [1.9, 3.21]]
epoch: 4
loss: 0.9999999934129638
dilation rates: [[1.43, 1.6], [1.61, 1.67], [1.69, 1.94], [1.85, 1.81], [1.82, 1.77], [1.79, 1.9], [1.62, 2.0], [1.77, 1.78], [1.65, 1.86], [1.76, 1.74], [1.78, 1.85], [2.06, 3.99]]
epoch: 5
loss: 0.9999999918063696
dilation rates: [[1.37, 1.59], [1.59, 1.71], [1.73, 2.0], [1.94, 1.9], [1.91, 1.86], [1.9, 2.08], [1.7, 2.33], [1.88, 1.9], [1.75, 2.02], [1.89, 1.87], [1.91, 2.0], [2.24, 4.77]]
epoch: 6
loss: 0.999999991967029
dilation rates: [[1.43, 1.59], [1.59, 1.7], [1.77, 2.3], [2.09, 1.99], [2.0, 1.95], [1.98, 2.39], [1.78, 2.67], [2.01, 2.02], [1.84, 2.36], [2.08, 2.02], [2.08, 2.31], [2.39, 5.63]]
epoch: 7
loss: 0.9999999921276884
dilation rates: [[1.4, 1.59], [1.58, 1.73], [1.83, 2.42], [2.32, 2.27], [2.26, 2.05], [2.19, 2.66], [1.87, 2.79], [2.25, 2.23], [1.95, 2.63], [2.29, 2.25], [2.32, 2.67], [2.56, 6.12]]
epoch: 8
loss: 0.9999999916457102
dilation rates: [[1.38, 1.56], [1.57, 1.72], [1.78, 2.66], [2.64, 2.39], [2.41, 2.23], [2.37, 2.71], [1.94, 2.91], [2.53, 2.41], [2.07, 2.75], [2.64, 2.44], [2.65, 2.79], [2.64, 6.82]]
epoch: 9
loss: 0.9999999934129638
dilation rates: [[1.36, 1.6], [1.62, 1.68], [1.79, 2.59], [2.58, 2.45], [2.4, 2.36], [2.44, 2.77], [1.99, 3.01], [2.6, 2.44], [2.18, 2.84], [2.69, 2.58], [2.67, 2.91], [2.59, 7.15]]
epoch: 10
loss: 0.9999999898784565
dilation rates: [[1.3, 1.59], [1.68, 1.7], [1.77, 2.57], [2.56, 2.51], [2.64, 2.45], [2.59, 2.82], [2.08, 3.27], [2.64, 2.6], [2.29, 2.93], [2.77, 2.62], [2.72, 3.0], [2.62, 7.77]]
epoch: 11
loss: 0.999999991163732
dilation rates: [[1.44, 1.72], [1.61, 1.65], [1.75, 2.63], [2.56, 2.42], [2.61, 2.59], [2.57, 2.84], [2.11, 3.44], [2.67, 2.6], [2.38, 3.0], [2.83, 2.68], [2.76, 3.2], [2.63, 7.82]]
epoch: 12
loss: 0.9999999893964783
dilation rates: [[1.43, 1.58], [1.56, 1.59], [1.71, 2.63], [2.56, 2.44], [2.57, 2.57], [2.57, 2.88], [2.17, 3.71], [2.7, 2.62], [2.45, 3.2], [2.89, 2.73], [2.81, 3.43], [2.59, 7.93]]
epoch: 13
loss: 0.999999991967029
dilation rates: [[1.45, 1.56], [1.56, 1.56], [1.7, 2.61], [2.58, 2.44], [2.61, 2.56], [2.55, 2.93], [2.2, 3.77], [2.73, 2.63], [2.44, 3.4], [2.94, 2.75], [2.84, 3.62], [2.55, 8.42]]
epoch: 14
loss: 0.9999999913243913
dilation rates: [[1.34, 1.62], [1.6, 1.69], [1.72, 2.62], [2.6, 2.63], [2.6, 2.58], [2.61, 2.97], [2.23, 3.87], [2.79, 2.68], [2.46, 3.58], [3.03, 2.83], [2.89, 3.72], [2.59, 8.73]]
epoch: 15
loss: 0.9999999914850507
dilation rates: [[1.35, 1.6], [1.57, 1.64], [1.68, 2.6], [2.6, 2.52], [2.61, 2.6], [2.61, 3.02], [2.25, 3.92], [2.81, 2.7], [2.43, 3.62], [3.22, 2.87], [2.94, 3.81], [2.66, 8.75]]
epoch: 16
loss: 0.9999999929309855
dilation rates: [[1.43, 1.59], [1.58, 1.59], [1.63, 2.57], [2.61, 2.66], [2.59, 2.59], [2.61, 3.19], [2.26, 3.97], [2.83, 2.7], [2.45, 3.66], [3.36, 2.9], [2.99, 3.87], [2.57, 8.75]]
epoch: 17
loss: 0.9999999922883478
dilation rates: [[1.4, 1.63], [1.59, 1.56], [1.62, 2.57], [2.63, 2.56], [2.58, 2.58], [2.57, 3.37], [2.27, 4.11], [2.84, 2.72], [2.4, 3.73], [3.45, 2.93], [3.12, 3.97], [2.62, 8.79]]
epoch: 18
loss: 0.9999999901997754
dilation rates: [[1.3, 1.59], [1.57, 1.64], [1.59, 2.58], [2.61, 2.66], [2.57, 2.6], [2.58, 3.62], [2.31, 4.34], [2.87, 2.73], [2.43, 3.8], [3.6, 2.97], [3.27, 4.11], [2.59, 8.79]]
epoch: 19
loss: 0.9999999918063696
dilation rates: [[1.37, 1.7], [1.75, 1.58], [1.64, 2.58], [2.61, 2.56], [2.6, 2.59], [2.57, 3.64], [2.32, 4.63], [2.89, 2.72], [2.41, 3.85], [3.63, 3.01], [3.41, 4.33], [2.61, 8.83]]
epoch: 20
loss: 0.9999999937342826
dilation rates: [[1.37, 1.63], [1.6, 1.58], [1.6, 2.56], [2.6, 2.57], [2.58, 2.56], [2.57, 3.68], [2.36, 4.65], [2.91, 2.73], [2.44, 3.89], [3.65, 3.15], [3.58, 4.56], [2.58, 8.88]]
epoch: 21
loss: 0.9999999922883478
dilation rates: [[1.39, 1.55], [1.61, 1.55], [1.61, 2.59], [2.61, 2.65], [2.58, 2.59], [2.57, 3.69], [2.35, 4.7], [2.93, 2.74], [2.41, 3.92], [3.69, 3.28], [3.58, 4.59], [2.57, 8.97]]
epoch: 22
loss: 0.9999999926096667
dilation rates: [[1.3, 1.59], [1.71, 1.59], [1.56, 2.58], [2.6, 2.6], [2.58, 2.57], [2.63, 3.72], [2.33, 4.75], [2.94, 2.74], [2.44, 3.99], [3.71, 3.37], [3.57, 4.64], [2.7, 9.39]]
epoch: 23
loss: 0.9999999906817536
dilation rates: [[1.44, 1.59], [1.64, 1.59], [1.68, 2.6], [2.61, 2.62], [2.61, 2.57], [2.63, 3.76], [2.35, 4.79], [2.95, 2.74], [2.43, 4.14], [3.75, 3.53], [3.6, 4.72], [2.58, 9.71]]
epoch: 24
loss: 0.9999999921276884
dilation rates: [[1.27, 1.62], [1.6, 1.61], [1.64, 2.62], [2.67, 2.58], [2.61, 2.56], [2.63, 3.81], [2.32, 4.81], [3.0, 2.79], [2.42, 4.36], [3.78, 3.58], [3.62, 4.79], [2.62, 9.74]]
IOU: [95.09, 63.95, 85.02, 23.82, 32.44, 42.48, 24.56, 42.03, 87.81, 43.4, 91.13, 55.45, 4.43, 83.09, 10.01, 41.52, 25.92, 8.14, 54.96]
mIOU: 48.17, mIOU_reduced: 52.36, accuracy: 91.13
epoch: 25
loss: 0.9999999922883478
dilation rates: [[1.4, 1.57], [1.59, 1.55], [1.8, 2.62], [2.68, 2.59], [2.61, 2.62], [2.62, 3.83], [2.34, 4.84], [3.12, 2.78], [2.43, 4.66], [3.8, 3.59], [3.65, 4.84], [2.59, 9.65]]
epoch: 26
loss: 0.9999999929309855
dilation rates: [[1.33, 1.67], [1.6, 1.6], [1.71, 2.65], [2.69, 2.59], [2.62, 2.61], [2.64, 3.87], [2.38, 4.9], [3.25, 2.79], [2.51, 4.64], [3.84, 3.61], [3.66, 4.91], [2.65, 9.68]]
epoch: 27
loss: 0.9999999922883478
dilation rates: [[1.3, 1.61], [1.6, 1.68], [1.56, 2.64], [2.69, 2.43], [2.62, 2.57], [2.61, 3.87], [2.36, 4.96], [3.35, 2.79], [2.39, 4.64], [3.86, 3.6], [3.68, 4.96], [2.57, 9.62]]
epoch: 28
loss: 0.9999999935736232
dilation rates: [[1.35, 1.63], [1.56, 1.57], [1.57, 2.63], [2.69, 2.57], [2.56, 2.6], [2.6, 3.88], [2.36, 4.98], [3.51, 2.79], [2.41, 4.65], [3.88, 3.61], [3.69, 5.01], [2.61, 9.63]]
epoch: 29
loss: 0.9999999916457102
dilation rates: [[1.39, 1.59], [1.66, 1.83], [1.63, 2.6], [2.65, 2.56], [2.62, 2.58], [2.58, 3.89], [2.34, 5.02], [3.45, 2.77], [2.4, 4.67], [3.89, 3.62], [3.71, 5.2], [2.58, 9.57]]
epoch: 30
loss: 0.9999999914850507
dilation rates: [[1.28, 1.69], [1.66, 1.69], [1.55, 2.63], [2.68, 2.57], [2.66, 2.61], [2.58, 3.91], [2.32, 5.25], [3.56, 2.78], [2.42, 4.67], [3.89, 3.61], [3.73, 5.39], [2.56, 9.67]]
epoch: 31
loss: 0.9999999929309855
dilation rates: [[1.25, 1.57], [1.56, 1.56], [1.59, 2.62], [2.67, 2.58], [2.63, 2.57], [2.57, 3.93], [2.3, 5.56], [3.56, 2.78], [2.45, 4.72], [3.91, 3.63], [3.75, 5.64], [2.64, 9.75]]
epoch: 32
loss: 0.9999999914850507
dilation rates: [[1.37, 1.57], [1.58, 1.76], [1.56, 2.59], [2.69, 2.59], [2.61, 2.56], [2.57, 3.96], [2.29, 5.71], [3.56, 2.78], [2.43, 4.72], [3.93, 3.64], [3.75, 5.67], [2.63, 9.7]]
epoch: 33
loss: 0.9999999930916449
dilation rates: [[1.39, 1.64], [1.56, 1.61], [1.58, 2.58], [2.65, 2.48], [2.55, 2.58], [2.57, 3.99], [2.3, 5.68], [3.56, 2.76], [2.44, 4.74], [3.95, 3.69], [3.76, 5.7], [2.58, 9.7]]
epoch: 34
loss: 0.9999999929309855
dilation rates: [[1.37, 1.66], [1.57, 1.61], [1.64, 2.61], [2.66, 2.67], [2.59, 2.61], [2.59, 4.2], [2.32, 5.67], [3.59, 2.77], [2.42, 4.78], [3.99, 3.71], [3.79, 5.73], [2.76, 9.72]]
epoch: 35
loss: 0.9999999929309855
dilation rates: [[1.32, 1.62], [1.6, 1.59], [1.63, 2.63], [2.65, 2.65], [2.6, 2.6], [2.57, 4.4], [2.33, 5.7], [3.61, 2.79], [2.43, 4.84], [4.06, 3.75], [3.81, 5.75], [2.56, 9.74]]
epoch: 36
loss: 0.9999999914850507
dilation rates: [[1.35, 1.57], [1.62, 1.59], [1.51, 2.59], [2.62, 2.59], [2.58, 2.57], [2.58, 4.58], [2.34, 5.7], [3.59, 2.8], [2.43, 4.84], [4.19, 3.75], [3.82, 5.79], [2.67, 9.81]]
epoch: 37
loss: 0.9999999895571378
dilation rates: [[1.31, 1.61], [1.35, 2.09], [1.56, 2.6], [2.65, 2.55], [2.57, 2.61], [2.55, 4.58], [2.31, 5.72], [3.59, 2.77], [2.42, 4.88], [4.31, 3.75], [3.84, 5.82], [2.69, 9.79]]
epoch: 38
loss: 0.9999999934129638
dilation rates: [[1.43, 1.56], [1.59, 2.27], [1.59, 2.59], [2.69, 2.59], [2.59, 2.58], [2.66, 4.64], [2.29, 5.76], [3.58, 2.77], [2.4, 4.9], [4.45, 3.77], [3.87, 5.85], [2.58, 9.79]]
epoch: 39
loss: 0.9999999914850507
dilation rates: [[1.38, 1.63], [1.75, 2.28], [1.55, 2.61], [2.64, 2.59], [2.56, 2.55], [2.62, 4.63], [2.3, 5.75], [3.58, 2.74], [2.4, 4.88], [4.58, 3.78], [3.86, 5.89], [2.59, 9.75]]
epoch: 40
loss: 0.9999999906817536
dilation rates: [[1.38, 1.68], [1.64, 2.42], [1.6, 2.61], [2.73, 2.58], [2.65, 2.61], [2.59, 4.63], [2.31, 5.76], [3.6, 2.75], [2.4, 4.87], [4.57, 3.8], [3.87, 5.92], [2.62, 9.79]]
epoch: 41
loss: 0.999999991967029
dilation rates: [[1.4, 1.88], [1.57, 2.33], [1.57, 2.56], [2.66, 2.6], [2.65, 2.59], [2.57, 4.61], [2.27, 5.77], [3.6, 2.72], [2.37, 4.9], [4.56, 3.81], [3.85, 5.95], [2.67, 9.77]]
epoch: 42
loss: 0.9999999901997754
dilation rates: [[1.25, 1.63], [1.79, 2.4], [1.55, 2.57], [2.66, 2.58], [2.64, 2.58], [2.57, 4.62], [2.29, 5.81], [3.61, 2.72], [2.37, 4.93], [4.57, 3.81], [3.86, 5.96], [2.61, 9.8]]
epoch: 43
loss: 0.9999999914850507
dilation rates: [[1.3, 1.59], [1.56, 2.33], [1.6, 2.57], [2.63, 2.56], [2.59, 2.57], [2.63, 4.65], [2.32, 5.83], [3.64, 2.71], [2.36, 4.95], [4.58, 3.82], [3.87, 5.98], [2.66, 9.82]]
epoch: 44
loss: 0.9999999918063696
dilation rates: [[1.35, 1.56], [1.55, 2.41], [1.42, 2.61], [2.63, 2.59], [2.55, 2.55], [2.58, 4.65], [2.28, 5.86], [3.67, 2.71], [2.36, 4.97], [4.58, 3.81], [3.88, 6.2], [2.57, 9.82]]
epoch: 45
loss: 0.9999999916457102
dilation rates: [[1.32, 1.64], [1.62, 2.42], [1.43, 2.58], [2.61, 2.56], [2.63, 2.69], [2.58, 4.67], [2.27, 5.86], [3.68, 2.69], [2.33, 5.02], [4.59, 3.83], [3.89, 6.39], [2.62, 9.84]]
epoch: 46
loss: 0.9999999905210942
dilation rates: [[1.43, 1.64], [1.65, 2.35], [1.45, 2.67], [2.63, 2.61], [2.62, 2.64], [2.56, 4.7], [2.29, 5.89], [3.7, 2.71], [2.32, 5.17], [4.62, 3.83], [3.91, 6.68], [2.58, 9.89]]
epoch: 47
loss: 0.999999991967029
dilation rates: [[1.36, 1.58], [1.55, 2.43], [1.65, 2.7], [2.64, 2.58], [2.59, 2.64], [2.58, 4.69], [2.26, 5.92], [3.73, 2.69], [2.29, 5.29], [4.61, 3.85], [3.93, 6.68], [2.56, 9.86]]
epoch: 48
loss: 0.9999999934129638
dilation rates: [[1.34, 1.68], [1.66, 2.23], [1.53, 2.65], [2.57, 2.6], [2.57, 2.62], [2.56, 4.67], [2.26, 5.92], [3.73, 2.68], [2.28, 5.38], [4.64, 3.87], [3.94, 6.68], [2.56, 9.82]]
epoch: 49
loss: 0.9999999929309855
dilation rates: [[1.38, 1.6], [1.62, 2.36], [1.41, 2.63], [2.56, 2.58], [2.62, 2.57], [2.6, 4.67], [2.29, 5.92], [3.75, 2.67], [2.32, 5.49], [4.67, 3.88], [3.93, 6.68], [2.64, 9.81]]
IOU: [95.92, 71.56, 87.63, 28.26, 39.88, 48.39, 40.93, 59.83, 89.58, 50.22, 91.09, 67.65, 38.17, 89.1, 29.4, 44.31, 4.13, 18.92, 61.8]
mIOU: 55.62, mIOU_reduced: 61.18, accuracy: 92.9
epoch: 50
loss: 0.9999999918063696
dilation rates: [[1.3, 1.76], [1.63, 2.34], [1.62, 2.58], [2.58, 2.59], [2.61, 2.63], [2.57, 4.66], [2.31, 5.89], [3.79, 2.7], [2.31, 5.59], [4.7, 3.93], [3.97, 6.7], [2.58, 9.85]]
epoch: 51
loss: 0.9999999929309855
dilation rates: [[1.44, 1.62], [1.57, 2.39], [1.56, 2.64], [2.58, 2.6], [2.63, 2.6], [2.56, 4.66], [2.35, 5.86], [3.81, 2.69], [2.34, 5.57], [4.7, 3.94], [3.96, 6.68], [2.56, 9.87]]
epoch: 52
loss: 0.9999999926096667
dilation rates: [[1.37, 1.66], [1.31, 2.44], [1.58, 2.59], [2.59, 2.55], [2.61, 2.58], [2.58, 4.67], [2.32, 5.89], [3.82, 2.69], [2.34, 5.6], [4.74, 3.94], [3.98, 6.69], [2.56, 9.87]]
epoch: 53
loss: 0.999999991163732
dilation rates: [[1.37, 1.61], [1.61, 2.44], [1.6, 2.59], [2.58, 2.61], [2.58, 2.42], [2.61, 4.71], [2.31, 5.91], [3.83, 2.72], [2.33, 5.59], [4.79, 3.96], [3.97, 6.72], [2.59, 9.87]]
epoch: 54
loss: 0.999999991967029
dilation rates: [[1.26, 1.69], [1.58, 2.65], [1.66, 2.56], [2.59, 2.6], [2.58, 2.57], [2.58, 4.7], [2.33, 5.9], [3.82, 2.7], [2.34, 5.57], [4.78, 3.94], [3.97, 6.73], [2.64, 9.86]]
epoch: 55
loss: 0.999999991967029
dilation rates: [[1.34, 1.62], [1.64, 2.42], [1.55, 2.62], [2.59, 2.63], [2.6, 2.44], [2.59, 4.71], [2.34, 5.92], [3.82, 2.73], [2.35, 5.56], [4.81, 3.94], [3.99, 6.74], [2.58, 9.84]]
epoch: 56
loss: 0.9999999930916449
dilation rates: [[1.31, 1.56], [1.65, 2.4], [1.55, 2.6], [2.6, 2.59], [2.59, 2.6], [2.57, 4.72], [2.34, 5.93], [3.82, 2.72], [2.34, 5.56], [4.84, 3.94], [4.13, 6.76], [2.67, 9.86]]
epoch: 57
loss: 0.9999999905210942
dilation rates: [[1.36, 1.65], [1.69, 2.43], [1.4, 2.63], [2.61, 2.63], [2.57, 2.57], [2.57, 4.74], [2.31, 5.93], [3.84, 2.7], [2.34, 5.57], [4.85, 3.95], [4.21, 6.75], [2.61, 9.81]]
epoch: 58
loss: 0.9999999926096667
dilation rates: [[1.34, 1.64], [1.64, 2.35], [1.82, 2.63], [2.63, 2.59], [2.57, 2.57], [2.57, 4.73], [2.34, 5.95], [3.87, 2.68], [2.33, 5.58], [4.86, 3.96], [4.35, 6.77], [2.72, 9.82]]
epoch: 59
loss: 0.9999999906817536
dilation rates: [[1.38, 1.61], [1.71, 2.38], [1.63, 2.61], [2.65, 2.64], [2.57, 2.56], [2.62, 4.75], [2.32, 5.93], [3.89, 2.68], [2.31, 5.58], [4.84, 3.93], [4.48, 6.78], [2.6, 9.79]]
epoch: 60
loss: 0.9999999908424131
dilation rates: [[1.34, 1.61], [1.56, 2.36], [1.55, 2.66], [2.66, 2.6], [2.59, 2.56], [2.62, 4.77], [2.29, 5.99], [3.95, 2.66], [2.32, 5.6], [4.87, 3.92], [4.45, 6.82], [2.61, 9.82]]
epoch: 61
loss: 0.9999999895571378
dilation rates: [[1.37, 1.57], [1.7, 2.45], [1.76, 2.58], [2.69, 2.59], [2.57, 2.42], [2.6, 4.8], [2.29, 6.16], [3.95, 2.63], [2.35, 5.65], [4.89, 3.92], [4.62, 6.87], [2.59, 9.76]]
epoch: 62
loss: 0.9999999913243913
dilation rates: [[1.3, 1.66], [1.58, 2.28], [1.51, 2.61], [2.7, 2.68], [2.59, 2.44], [2.58, 4.78], [2.3, 6.4], [3.94, 2.63], [2.31, 5.65], [4.87, 3.92], [4.55, 6.87], [2.57, 9.82]]
epoch: 63
loss: 0.9999999935736232
dilation rates: [[1.38, 1.64], [1.65, 2.43], [1.65, 2.61], [2.67, 2.65], [2.57, 2.57], [2.59, 4.75], [2.29, 6.57], [3.93, 2.62], [2.31, 5.62], [4.85, 3.88], [4.55, 6.86], [2.56, 9.78]]
epoch: 64
loss: 0.9999999905210942
dilation rates: [[1.34, 1.66], [1.56, 2.37], [1.61, 2.61], [2.65, 2.62], [2.68, 2.62], [2.58, 4.76], [2.34, 6.6], [3.93, 2.62], [2.32, 5.63], [4.88, 3.94], [4.56, 6.88], [2.48, 9.84]]
epoch: 65
loss: 0.9999999921276884
dilation rates: [[1.39, 1.58], [1.56, 2.44], [1.4, 2.59], [2.56, 2.56], [2.66, 2.57], [2.56, 4.75], [2.34, 6.57], [3.93, 2.59], [2.33, 5.64], [4.88, 3.93], [4.57, 6.9], [2.65, 9.83]]
epoch: 66
loss: 0.999999991967029
dilation rates: [[1.3, 1.61], [1.65, 2.38], [1.41, 2.66], [2.69, 2.61], [2.66, 2.57], [2.6, 4.78], [2.32, 6.62], [3.96, 2.59], [2.33, 5.66], [4.89, 3.95], [4.59, 6.9], [2.59, 9.81]]
epoch: 67
loss: 0.9999999921276884
dilation rates: [[1.4, 1.58], [1.49, 2.41], [1.64, 2.6], [2.66, 2.57], [2.58, 2.6], [2.56, 4.78], [2.28, 6.59], [3.92, 2.58], [2.27, 5.64], [4.88, 3.95], [4.49, 6.91], [2.63, 9.8]]
epoch: 68
loss: 0.9999999914850507
dilation rates: [[1.41, 1.69], [1.77, 2.44], [1.57, 2.63], [2.62, 2.62], [2.6, 2.41], [2.4, 4.77], [2.23, 6.59], [3.89, 2.57], [2.3, 5.66], [4.89, 3.95], [4.6, 6.93], [2.61, 9.73]]
epoch: 69
loss: 0.9999999921276884
dilation rates: [[1.33, 1.59], [1.64, 2.43], [1.31, 2.58], [2.55, 2.62], [2.56, 2.65], [2.57, 4.7], [2.26, 6.61], [3.9, 2.59], [2.28, 5.65], [4.9, 3.96], [4.56, 6.93], [2.67, 9.72]]
epoch: 70
loss: 0.9999999924490073
dilation rates: [[1.45, 1.76], [1.64, 2.41], [1.48, 2.59], [2.6, 2.67], [2.59, 2.59], [2.63, 4.7], [2.36, 6.62], [3.95, 2.6], [2.29, 5.66], [4.9, 3.96], [4.56, 6.95], [2.62, 9.72]]
epoch: 71
loss: 0.999999991163732
dilation rates: [[1.37, 1.6], [1.5, 2.28], [1.31, 2.59], [2.58, 2.56], [2.34, 2.56], [2.55, 4.7], [2.31, 6.68], [3.96, 2.57], [2.3, 5.63], [4.91, 3.94], [4.54, 6.94], [2.56, 9.74]]
epoch: 72
loss: 0.9999999921276884
dilation rates: [[1.26, 1.59], [1.72, 2.54], [1.6, 2.57], [2.71, 2.43], [2.57, 2.6], [2.59, 4.73], [2.3, 6.66], [3.98, 2.58], [2.31, 5.62], [4.9, 3.92], [4.57, 6.95], [2.68, 9.71]]
epoch: 73
loss: 0.9999999898784565
dilation rates: [[1.33, 1.64], [1.61, 2.74], [1.37, 2.58], [2.65, 2.56], [2.56, 2.58], [2.59, 4.74], [2.31, 6.65], [4.04, 2.57], [2.26, 5.65], [4.91, 3.91], [4.49, 6.97], [2.53, 9.75]]
epoch: 74
loss: 0.9999999914850507
dilation rates: [[1.38, 1.54], [1.59, 2.36], [1.39, 2.61], [2.59, 2.64], [2.62, 2.42], [2.59, 4.73], [2.32, 6.66], [4.18, 2.56], [2.27, 5.63], [4.91, 3.93], [4.62, 6.97], [2.58, 9.66]]
IOU: [96.75, 74.51, 88.1, 28.89, 43.85, 53.63, 39.65, 62.52, 90.05, 47.7, 93.83, 68.99, 42.98, 91.15, 46.02, 65.27, 51.37, 26.0, 62.17]
mIOU: 61.76, mIOU_reduced: 63.17, accuracy: 93.58
epoch: 75
loss: 0.9999999927703261
dilation rates: [[1.42, 1.69], [1.63, 2.4], [1.34, 2.65], [2.6, 2.63], [2.63, 2.58], [2.58, 4.78], [2.29, 6.69], [4.31, 2.58], [2.26, 5.71], [4.92, 3.96], [4.61, 7.13], [2.59, 9.74]]
epoch: 76
loss: 0.9999999926096667
dilation rates: [[1.82, 1.59], [1.6, 2.4], [1.37, 2.6], [2.65, 2.59], [2.63, 2.58], [2.62, 4.72], [2.36, 6.71], [4.42, 2.57], [2.29, 5.68], [4.93, 3.96], [4.61, 7.25], [2.64, 9.76]]
epoch: 77
loss: 0.9999999901997754
dilation rates: [[1.42, 1.57], [1.66, 2.42], [1.43, 2.63], [2.64, 2.57], [2.6, 2.57], [2.64, 4.7], [2.3, 6.77], [4.61, 2.56], [2.3, 5.72], [4.95, 3.96], [4.55, 7.41], [2.58, 9.78]]
epoch: 78
loss: 0.9999999905210942
dilation rates: [[1.1, 1.65], [1.63, 2.55], [1.28, 2.63], [2.66, 2.43], [2.58, 2.61], [2.62, 4.71], [2.3, 6.77], [4.55, 2.57], [2.3, 5.74], [4.93, 3.96], [4.57, 7.44], [2.58, 9.8]]
epoch: 79
loss: 0.9999999913243913
dilation rates: [[1.33, 1.65], [1.57, 2.6], [1.43, 2.59], [2.62, 2.58], [2.63, 2.61], [2.59, 4.69], [2.29, 6.72], [4.56, 2.57], [2.31, 5.73], [4.91, 3.96], [4.63, 7.6], [2.62, 9.75]]
epoch: 80
loss: 0.9999999903604349
dilation rates: [[1.13, 1.6], [1.6, 2.31], [1.54, 2.74], [2.59, 2.58], [2.57, 2.57], [2.59, 4.71], [2.35, 6.72], [4.57, 2.56], [2.32, 5.75], [4.89, 3.97], [4.61, 7.59], [2.65, 9.77]]
epoch: 81
loss: 0.9999999926096667
dilation rates: [[1.37, 1.71], [1.68, 2.58], [1.33, 2.66], [2.61, 2.58], [2.61, 2.57], [2.55, 4.77], [2.3, 6.83], [4.59, 2.55], [2.28, 5.75], [4.88, 3.94], [4.6, 7.58], [2.57, 9.77]]
epoch: 82
loss: 0.999999990039116
dilation rates: [[1.39, 1.62], [1.57, 2.73], [1.38, 2.68], [2.63, 2.63], [2.57, 2.56], [2.59, 4.79], [2.34, 6.83], [4.57, 2.59], [2.28, 5.76], [4.9, 3.96], [4.57, 7.58], [2.64, 9.79]]
epoch: 83
loss: 0.9999999916457102
dilation rates: [[1.27, 1.56], [1.6, 2.39], [1.32, 2.63], [2.57, 2.56], [2.59, 2.63], [2.63, 4.75], [2.33, 6.77], [4.62, 2.56], [2.32, 5.74], [4.89, 3.92], [4.58, 7.56], [2.57, 9.7]]
epoch: 84
loss: 0.999999990039116
dilation rates: [[1.43, 1.64], [1.65, 2.44], [1.45, 2.6], [2.57, 2.58], [2.58, 2.57], [2.63, 4.72], [2.39, 6.78], [4.56, 2.6], [2.33, 5.75], [4.87, 3.94], [4.59, 7.66], [2.55, 9.8]]
epoch: 85
loss: 0.9999999905210942
dilation rates: [[1.37, 1.61], [1.57, 2.33], [1.35, 2.59], [2.65, 2.61], [2.58, 2.72], [2.6, 4.77], [2.37, 6.83], [4.65, 2.59], [2.34, 5.77], [4.86, 3.97], [4.59, 7.65], [2.64, 9.81]]
epoch: 86
loss: 0.9999999929309855
dilation rates: [[1.31, 1.6], [1.67, 2.36], [1.37, 2.58], [2.61, 2.59], [2.57, 2.64], [2.57, 4.76], [2.3, 6.85], [4.66, 2.59], [2.32, 5.78], [4.93, 3.97], [4.59, 7.64], [2.76, 9.84]]
epoch: 87
loss: 0.9999999927703261
dilation rates: [[1.3, 1.62], [1.66, 2.44], [1.39, 2.58], [2.59, 2.6], [2.66, 2.65], [2.65, 4.71], [2.35, 6.83], [4.62, 2.56], [2.34, 5.76], [4.91, 3.95], [4.55, 7.63], [2.74, 9.78]]
epoch: 88
loss: 0.9999999903604349
dilation rates: [[1.26, 1.62], [1.59, 2.36], [1.3, 2.61], [2.61, 2.55], [2.62, 2.64], [2.63, 4.77], [2.38, 6.85], [4.57, 2.58], [2.35, 5.8], [4.91, 3.94], [4.59, 7.65], [2.57, 9.77]]
epoch: 89
loss: 0.9999999918063696
dilation rates: [[1.41, 1.55], [1.58, 2.4], [1.44, 2.6], [2.6, 2.57], [2.64, 2.59], [2.65, 4.79], [2.38, 6.85], [4.57, 2.57], [2.38, 5.82], [4.9, 3.94], [4.59, 7.64], [2.67, 9.76]]
epoch: 90
loss: 0.9999999924490073
dilation rates: [[1.23, 1.6], [1.62, 2.44], [1.4, 2.6], [2.75, 2.66], [2.59, 2.57], [2.65, 4.81], [2.39, 6.84], [4.55, 2.59], [2.36, 5.82], [4.9, 3.94], [4.6, 7.65], [2.65, 9.8]]
epoch: 91
loss: 0.9999999924490073
dilation rates: [[1.43, 1.6], [1.57, 2.42], [1.3, 2.61], [2.66, 2.56], [2.55, 2.61], [2.56, 4.79], [2.38, 6.81], [4.56, 2.55], [2.35, 5.82], [4.88, 3.95], [4.57, 7.67], [2.55, 9.76]]
epoch: 92
loss: 0.9999999908424131
dilation rates: [[1.41, 1.64], [1.64, 2.44], [1.45, 2.56], [2.61, 2.6], [2.6, 2.57], [2.61, 4.79], [2.35, 6.81], [4.57, 2.57], [2.37, 5.86], [4.91, 3.95], [4.57, 7.67], [2.62, 9.77]]
epoch: 93
loss: 0.9999999908424131
dilation rates: [[1.32, 1.6], [1.67, 2.33], [1.37, 2.62], [2.59, 2.6], [2.56, 2.55], [2.63, 4.77], [2.38, 6.83], [4.57, 2.57], [2.35, 5.85], [4.9, 3.97], [4.59, 7.68], [2.48, 9.8]]
epoch: 94
loss: 0.9999999914850507
dilation rates: [[1.41, 1.58], [1.59, 2.42], [1.43, 2.56], [2.59, 2.57], [2.58, 2.63], [2.59, 4.78], [2.37, 6.82], [4.57, 2.55], [2.33, 5.83], [4.88, 3.96], [4.56, 7.68], [2.61, 9.77]]
epoch: 95
loss: 0.9999999935736232
dilation rates: [[1.33, 1.76], [1.67, 2.75], [1.42, 2.6], [2.61, 2.55], [2.54, 2.56], [2.55, 4.81], [2.31, 6.81], [4.58, 2.67], [2.34, 5.84], [4.88, 3.96], [4.7, 7.69], [2.6, 9.82]]
epoch: 96
loss: 0.9999999914850507
dilation rates: [[1.41, 1.59], [1.6, 2.36], [1.45, 2.59], [2.65, 2.6], [2.66, 2.62], [2.61, 4.83], [2.32, 6.83], [4.58, 2.65], [2.38, 5.87], [4.88, 3.97], [4.7, 7.69], [2.55, 9.83]]
epoch: 97
loss: 0.9999999893964783
dilation rates: [[1.32, 1.58], [1.62, 2.37], [1.41, 2.6], [2.6, 2.57], [2.59, 2.6], [2.57, 4.81], [2.34, 6.87], [4.58, 2.6], [2.36, 5.89], [4.88, 3.95], [4.68, 7.68], [2.57, 9.79]]
epoch: 98
loss: 0.9999999905210942
dilation rates: [[1.14, 1.58], [1.58, 2.29], [1.45, 2.67], [2.68, 2.61], [2.59, 2.57], [2.65, 4.82], [2.39, 6.83], [4.61, 2.58], [2.33, 5.89], [4.9, 3.95], [4.69, 7.67], [2.55, 9.74]]
epoch: 99
loss: 0.9999999897177971
dilation rates: [[1.27, 1.64], [1.63, 2.29], [1.26, 2.6], [2.63, 2.56], [2.62, 2.58], [2.63, 4.87], [2.35, 6.84], [4.6, 2.57], [2.36, 5.94], [4.89, 3.96], [4.64, 7.66], [2.63, 9.77]]
IOU: [97.23, 78.57, 88.82, 27.03, 48.24, 52.76, 52.86, 59.27, 90.01, 54.64, 93.12, 65.78, 43.52, 90.87, 43.77, 66.45, 58.26, 30.91, 64.69]
mIOU: 63.52, mIOU_reduced: 64.9, accuracy: 93.9
epoch: 100
loss: 0.999999991163732
dilation rates: [[1.14, 1.77], [1.6, 2.4], [1.4, 2.65], [2.59, 2.62], [2.62, 2.7], [2.63, 4.83], [2.35, 6.86], [4.56, 2.64], [2.38, 5.89], [4.9, 3.95], [4.62, 7.66], [2.57, 9.76]]
epoch: 101
loss: 0.9999999913243913
dilation rates: [[1.28, 1.6], [1.57, 2.63], [1.32, 2.62], [2.61, 2.66], [2.62, 2.62], [2.62, 4.87], [2.38, 6.85], [4.59, 2.66], [2.36, 5.93], [4.97, 4.0], [4.65, 7.74], [2.77, 9.83]]
epoch: 102
loss: 0.9999999892358189
dilation rates: [[1.35, 1.66], [1.65, 2.45], [1.4, 2.66], [2.56, 2.6], [2.56, 2.68], [2.56, 4.89], [2.32, 6.87], [4.57, 2.61], [2.38, 5.93], [4.94, 4.08], [4.63, 7.74], [2.58, 9.85]]
epoch: 103
loss: 0.9999999908424131
dilation rates: [[1.33, 1.57], [1.58, 2.41], [1.35, 2.57], [2.73, 2.61], [2.65, 2.61], [2.56, 4.89], [2.4, 6.82], [4.61, 2.58], [2.4, 5.95], [4.93, 4.18], [4.64, 7.74], [2.6, 9.79]]
epoch: 104
loss: 0.9999999918063696
dilation rates: [[1.43, 1.66], [1.59, 2.31], [1.41, 2.7], [2.65, 2.59], [2.61, 2.56], [2.57, 4.87], [2.39, 6.85], [4.6, 2.57], [2.38, 5.92], [4.92, 4.26], [4.62, 7.75], [2.6, 9.8]]
epoch: 105
loss: 0.9999999918063696
dilation rates: [[1.19, 1.65], [1.62, 2.37], [1.32, 2.68], [2.63, 2.57], [2.59, 2.57], [2.56, 4.87], [2.37, 6.88], [4.59, 2.58], [2.41, 5.94], [4.93, 4.41], [4.61, 7.75], [2.53, 9.75]]
epoch: 106
loss: 0.9999999918063696
dilation rates: [[1.11, 1.63], [1.76, 2.42], [1.4, 2.64], [2.63, 2.57], [2.58, 2.57], [2.6, 4.83], [2.36, 6.86], [4.56, 2.66], [2.42, 5.99], [4.97, 4.32], [4.62, 7.74], [2.5, 9.78]]
epoch: 107
loss: 0.9999999921276884
dilation rates: [[1.16, 1.67], [1.65, 2.67], [1.31, 2.61], [2.61, 2.58], [2.6, 2.61], [2.6, 4.85], [2.35, 6.89], [4.57, 2.66], [2.43, 6.09], [4.96, 4.44], [4.62, 7.77], [2.57, 9.74]]
epoch: 108
loss: 0.9999999930916449
dilation rates: [[1.41, 1.65], [1.57, 2.34], [1.32, 2.62], [2.61, 2.64], [2.59, 2.57], [2.6, 4.83], [2.36, 6.85], [4.56, 2.64], [2.42, 6.23], [4.94, 4.41], [4.59, 7.81], [2.64, 9.76]]
epoch: 109
loss: 0.9999999908424131
dilation rates: [[1.38, 1.61], [1.63, 2.45], [1.34, 2.64], [2.6, 2.59], [2.59, 2.56], [2.59, 4.85], [2.43, 6.85], [4.57, 2.6], [2.4, 6.35], [4.95, 4.43], [4.59, 7.81], [2.58, 9.79]]
epoch: 110
loss: 0.9999999918063696
dilation rates: [[1.1, 1.74], [1.57, 2.39], [1.36, 2.6], [2.61, 2.56], [2.56, 2.59], [2.54, 4.78], [2.32, 6.82], [4.57, 2.58], [2.39, 6.45], [4.91, 4.55], [4.62, 7.76], [2.58, 9.74]]
epoch: 111
loss: 0.9999999924490073
dilation rates: [[1.33, 1.68], [1.69, 2.31], [1.42, 2.65], [2.61, 2.58], [2.57, 2.58], [2.61, 4.8], [2.39, 6.9], [4.55, 2.56], [2.38, 6.43], [4.88, 4.54], [4.63, 7.78], [2.57, 9.73]]
epoch: 112
loss: 0.9999999908424131
dilation rates: [[1.42, 1.65], [1.5, 2.37], [1.38, 2.65], [2.59, 2.66], [2.56, 2.61], [2.58, 4.77], [2.43, 6.85], [4.55, 2.58], [2.36, 6.63], [4.87, 4.62], [4.63, 7.78], [2.66, 9.7]]
epoch: 113
loss: 0.9999999914850507
dilation rates: [[1.43, 1.66], [1.63, 2.78], [1.42, 2.56], [2.55, 2.65], [2.62, 2.59], [2.6, 4.81], [2.3, 6.84], [4.59, 2.58], [2.35, 6.59], [4.83, 4.57], [4.57, 7.77], [2.56, 9.73]]
epoch: 114
loss: 0.9999999922883478
dilation rates: [[1.32, 1.69], [1.67, 2.35], [1.44, 2.58], [2.7, 2.6], [2.6, 2.42], [2.59, 4.77], [2.34, 6.88], [4.59, 2.59], [2.43, 6.57], [4.85, 4.6], [4.58, 7.75], [2.72, 9.76]]
epoch: 115
loss: 0.9999999910030725
dilation rates: [[1.39, 1.6], [1.63, 2.44], [1.35, 2.61], [2.7, 2.59], [2.61, 2.63], [2.62, 4.74], [2.36, 6.85], [4.61, 2.61], [2.44, 6.63], [4.82, 4.55], [4.58, 7.77], [2.56, 9.72]]
epoch: 116
loss: 0.9999999906817536
dilation rates: [[1.28, 1.53], [1.59, 2.46], [1.33, 2.61], [2.61, 2.53], [2.5, 2.57], [2.59, 4.72], [2.43, 6.83], [4.59, 2.57], [2.4, 6.58], [4.77, 4.42], [4.56, 7.77], [2.79, 9.72]]
epoch: 117
loss: 0.9999999908424131
dilation rates: [[1.83, 1.62], [1.68, 2.79], [1.29, 2.55], [2.61, 2.63], [2.65, 2.57], [2.62, 4.77], [2.4, 6.81], [4.6, 2.64], [2.43, 6.59], [4.78, 4.58], [4.62, 7.78], [2.61, 9.68]]
epoch: 118
loss: 0.9999999916457102
dilation rates: [[1.31, 1.57], [1.72, 2.41], [1.43, 2.65], [2.63, 2.66], [2.68, 2.57], [2.65, 4.75], [2.41, 6.88], [4.58, 2.6], [2.43, 6.56], [4.8, 4.59], [4.59, 7.76], [2.47, 9.69]]
epoch: 119
loss: 0.9999999901997754
dilation rates: [[1.43, 1.64], [1.73, 2.34], [1.38, 2.62], [2.61, 2.55], [2.63, 2.44], [2.6, 4.73], [2.39, 6.87], [4.57, 2.61], [2.44, 6.58], [4.77, 4.55], [4.55, 7.74], [2.56, 9.65]]
epoch: 120
loss: 0.9999999897177971
dilation rates: [[1.36, 1.7], [1.58, 2.62], [1.32, 2.66], [2.62, 2.56], [2.63, 2.68], [2.56, 4.76], [2.39, 6.82], [4.6, 2.57], [2.37, 6.63], [4.78, 4.59], [4.59, 7.78], [2.61, 9.74]]
epoch: 121
loss: 0.9999999908424131
dilation rates: [[1.29, 1.58], [1.61, 2.36], [1.39, 2.63], [2.59, 2.59], [2.56, 2.63], [2.59, 4.84], [2.4, 6.85], [4.57, 2.56], [2.44, 6.62], [4.82, 4.57], [4.57, 7.8], [2.62, 9.73]]
epoch: 122
loss: 0.9999999938949421
dilation rates: [[1.44, 1.66], [1.57, 2.69], [1.42, 2.6], [2.59, 2.6], [2.58, 2.57], [2.58, 4.79], [2.39, 6.8], [4.58, 2.61], [2.34, 6.59], [4.83, 4.58], [4.6, 7.77], [2.57, 9.74]]
epoch: 123
loss: 0.9999999913243913
dilation rates: [[1.34, 1.57], [1.56, 2.61], [1.28, 2.61], [2.63, 2.57], [2.56, 2.39], [2.59, 4.84], [2.26, 6.92], [4.59, 2.65], [2.37, 6.61], [4.85, 4.57], [4.61, 7.82], [2.64, 9.78]]
epoch: 124
loss: 0.999999991163732
dilation rates: [[1.4, 1.57], [1.73, 2.67], [1.29, 2.61], [2.58, 2.56], [2.56, 2.45], [2.56, 4.83], [2.27, 6.9], [4.58, 2.62], [2.38, 6.58], [4.79, 4.57], [4.59, 7.85], [2.5, 9.79]]
IOU: [97.24, 78.79, 89.69, 39.71, 46.3, 51.69, 53.11, 65.58, 90.87, 56.4, 93.68, 74.0, 49.79, 92.25, 56.54, 68.69, 62.54, 41.59, 65.12]
mIOU: 67.03, mIOU_reduced: 67.86, accuracy: 94.43
epoch: 125
loss: 0.999999991163732
dilation rates: [[1.1, 1.65], [1.57, 2.57], [1.31, 2.6], [2.64, 2.38], [2.6, 2.59], [2.59, 4.79], [2.33, 6.88], [4.57, 2.56], [2.4, 6.62], [4.8, 4.58], [4.57, 7.84], [2.57, 9.75]]
epoch: 126
loss: 0.9999999914850507
dilation rates: [[1.29, 1.59], [1.79, 2.59], [1.16, 2.6], [2.63, 2.58], [2.59, 2.58], [2.57, 4.8], [2.4, 6.89], [4.58, 2.57], [2.36, 6.6], [4.81, 4.56], [4.59, 7.86], [2.66, 9.76]]
epoch: 127
loss: 0.9999999914850507
dilation rates: [[1.19, 1.69], [1.7, 2.4], [1.4, 2.62], [2.62, 2.67], [2.59, 2.58], [2.57, 4.78], [2.4, 6.87], [4.56, 2.6], [2.38, 6.57], [4.79, 4.59], [4.56, 7.82], [2.56, 9.72]]
epoch: 128
loss: 0.9999999935736232
dilation rates: [[1.2, 1.44], [1.58, 2.5], [1.18, 2.57], [2.56, 2.56], [2.61, 2.6], [2.58, 4.79], [2.38, 6.92], [4.6, 2.56], [2.38, 6.58], [4.76, 4.58], [4.63, 7.81], [2.39, 9.67]]
epoch: 129
loss: 0.9999999926096667
dilation rates: [[1.38, 1.67], [1.65, 2.61], [1.44, 2.57], [2.56, 2.63], [2.59, 2.57], [2.55, 4.78], [2.28, 6.96], [4.57, 2.58], [2.44, 6.59], [4.75, 4.57], [4.58, 7.8], [2.66, 9.67]]
epoch: 130
loss: 0.9999999914850507
dilation rates: [[1.31, 1.64], [1.57, 2.32], [1.29, 2.6], [2.63, 2.6], [2.6, 2.6], [2.59, 4.84], [2.33, 6.91], [4.59, 2.59], [2.41, 6.58], [4.75, 4.56], [4.57, 7.79], [2.68, 9.7]]
epoch: 131
loss: 0.999999991163732
dilation rates: [[1.25, 1.6], [1.57, 2.45], [1.39, 2.56], [2.68, 2.65], [2.57, 2.56], [2.58, 4.86], [2.37, 6.94], [4.59, 2.58], [2.39, 6.6], [4.74, 4.55], [4.59, 7.78], [2.54, 9.69]]
epoch: 132
loss: 0.9999999929309855
dilation rates: [[1.32, 1.72], [1.77, 2.59], [1.21, 2.57], [2.59, 2.62], [2.63, 2.72], [2.56, 4.88], [2.32, 6.91], [4.55, 2.56], [2.4, 6.62], [4.74, 4.55], [4.56, 7.77], [2.64, 9.64]]
epoch: 133
loss: 0.9999999910030725
dilation rates: [[1.33, 1.6], [1.61, 2.56], [1.33, 2.56], [2.85, 2.62], [2.56, 2.64], [2.55, 4.83], [2.34, 6.91], [4.72, 2.55], [2.43, 6.61], [4.72, 4.55], [4.59, 7.72], [2.64, 9.63]]
epoch: 134
loss: 0.999999990039116
dilation rates: [[1.29, 1.59], [1.67, 2.32], [1.39, 2.57], [2.78, 2.56], [2.56, 2.6], [2.56, 4.8], [2.34, 6.88], [4.67, 2.6], [2.44, 6.64], [4.69, 4.55], [4.59, 7.69], [2.66, 9.58]]
epoch: 135
loss: 0.9999999906817536
dilation rates: [[1.31, 1.8], [1.68, 2.79], [1.4, 2.31], [2.7, 2.57], [2.59, 2.56], [2.6, 4.86], [2.44, 6.94], [4.68, 2.56], [2.4, 6.62], [4.7, 4.58], [4.59, 7.75], [2.57, 9.63]]
epoch: 136
loss: 0.999999991163732
dilation rates: [[1.43, 1.57], [1.58, 2.75], [1.39, 2.68], [2.65, 2.59], [2.57, 2.55], [2.58, 4.83], [2.4, 6.9], [4.67, 2.55], [2.41, 6.59], [4.72, 4.56], [4.61, 7.73], [2.59, 9.64]]
epoch: 137
loss: 0.9999999940556015
dilation rates: [[1.36, 1.57], [1.63, 2.65], [1.42, 2.59], [2.68, 2.63], [2.61, 2.57], [2.58, 4.83], [2.41, 6.92], [4.63, 2.61], [2.4, 6.59], [4.74, 4.57], [4.58, 7.75], [2.57, 9.64]]
epoch: 138
loss: 0.9999999906817536
dilation rates: [[1.35, 1.6], [1.77, 2.55], [1.34, 2.57], [2.64, 2.57], [2.57, 2.59], [2.57, 4.81], [2.41, 6.91], [4.63, 2.65], [2.38, 6.62], [4.74, 4.59], [4.57, 7.77], [2.59, 9.66]]
epoch: 139
loss: 0.9999999918063696
dilation rates: [[1.24, 1.66], [1.61, 2.58], [1.39, 2.63], [2.57, 2.63], [2.36, 2.57], [2.46, 4.8], [2.4, 6.92], [4.6, 2.56], [2.37, 6.62], [4.71, 4.42], [4.56, 7.75], [2.57, 9.66]]
epoch: 140
loss: 0.9999999921276884
dilation rates: [[1.36, 1.6], [1.58, 2.56], [1.43, 2.58], [2.62, 2.58], [2.57, 2.58], [2.6, 4.87], [2.4, 6.93], [4.63, 2.56], [2.42, 6.59], [4.73, 4.45], [4.6, 7.79], [2.72, 9.75]]
epoch: 141
loss: 0.9999999929309855
dilation rates: [[1.22, 1.63], [1.62, 2.6], [1.3, 2.63], [2.65, 2.71], [2.58, 2.44], [2.6, 4.85], [2.32, 6.89], [4.65, 2.56], [2.44, 6.59], [4.74, 4.5], [4.59, 7.78], [2.55, 9.75]]
epoch: 142
loss: 0.9999999922883478
dilation rates: [[1.13, 1.57], [1.61, 2.43], [1.33, 2.63], [2.63, 2.61], [2.57, 2.55], [2.58, 4.84], [2.44, 6.87], [4.61, 2.6], [2.4, 6.6], [4.7, 4.58], [4.57, 7.78], [2.63, 9.71]]
epoch: 143
loss: 0.9999999922883478
dilation rates: [[1.44, 1.62], [1.77, 2.61], [1.24, 2.62], [2.64, 2.55], [2.58, 2.55], [2.55, 4.86], [2.37, 6.86], [4.61, 2.57], [2.42, 6.64], [4.71, 4.56], [4.6, 7.79], [2.65, 9.76]]
epoch: 144
loss: 0.9999999903604349
dilation rates: [[1.18, 1.67], [1.67, 2.58], [1.41, 2.59], [2.6, 2.62], [2.57, 2.43], [2.59, 4.84], [2.34, 6.84], [4.6, 2.56], [2.31, 6.64], [4.66, 4.59], [4.58, 7.81], [2.56, 9.76]]
epoch: 145
loss: 0.9999999910030725
dilation rates: [[1.43, 1.56], [1.75, 2.44], [1.33, 2.55], [2.56, 2.73], [2.56, 2.62], [2.55, 4.81], [2.27, 6.79], [4.55, 2.64], [2.31, 6.62], [4.66, 4.56], [4.63, 7.8], [2.63, 9.69]]
epoch: 146
loss: 0.9999999905210942
dilation rates: [[1.41, 1.66], [1.62, 2.4], [1.37, 2.62], [2.65, 2.63], [2.58, 2.55], [2.64, 4.73], [2.31, 6.75], [4.57, 2.57], [2.44, 6.58], [4.65, 4.52], [4.58, 7.78], [2.67, 9.66]]
epoch: 147
loss: 0.999999991163732
dilation rates: [[1.43, 1.74], [1.63, 2.58], [1.33, 2.65], [2.66, 2.57], [2.73, 2.57], [2.58, 4.77], [2.35, 6.76], [4.58, 2.6], [2.4, 6.61], [4.64, 4.61], [4.56, 7.89], [2.55, 9.74]]
epoch: 148
loss: 0.9999999927703261
dilation rates: [[1.41, 1.62], [1.65, 2.59], [1.37, 2.54], [2.59, 2.58], [2.61, 2.59], [2.55, 4.72], [2.35, 6.74], [4.56, 2.62], [2.41, 6.59], [4.64, 4.4], [4.58, 7.82], [2.64, 9.71]]
epoch: 149
loss: 0.9999999903604349
dilation rates: [[1.32, 1.69], [1.53, 2.76], [1.38, 2.58], [2.56, 2.77], [2.57, 2.57], [2.59, 4.76], [2.27, 6.7], [4.58, 2.6], [2.35, 6.58], [4.68, 4.59], [4.62, 7.83], [2.54, 9.72]]
IOU: [97.12, 77.13, 89.99, 48.37, 45.18, 55.94, 56.44, 68.68, 90.62, 58.17, 93.95, 71.71, 40.51, 90.81, 42.6, 59.83, 29.22, 33.57, 69.02]
mIOU: 64.15, mIOU_reduced: 67.95, accuracy: 94.29
epoch: 150
loss: 0.9999999914850507
dilation rates: [[1.36, 1.58], [1.57, 2.42], [1.42, 2.73], [2.56, 2.71], [2.57, 2.56], [2.56, 4.75], [2.3, 6.75], [4.58, 2.63], [2.42, 6.61], [4.7, 4.6], [4.6, 7.85], [2.57, 9.76]]
epoch: 151
loss: 0.9999999901997754
dilation rates: [[1.18, 1.6], [1.65, 2.57], [1.35, 2.65], [2.58, 2.61], [2.65, 2.64], [2.57, 4.8], [2.37, 6.81], [4.58, 2.62], [2.39, 6.56], [4.7, 4.58], [4.59, 7.85], [2.59, 9.76]]
epoch: 152
loss: 0.9999999927703261
dilation rates: [[1.1, 1.61], [2.12, 2.56], [1.37, 2.57], [2.64, 2.58], [2.59, 2.58], [2.58, 4.78], [2.34, 6.81], [4.58, 2.6], [2.42, 6.63], [4.7, 4.57], [4.57, 7.87], [2.63, 9.75]]
epoch: 153
loss: 0.9999999905210942
dilation rates: [[1.26, 1.79], [2.21, 2.45], [1.35, 2.6], [2.56, 2.58], [2.58, 2.58], [2.56, 4.78], [2.43, 6.79], [4.61, 2.55], [2.42, 6.65], [4.66, 4.6], [4.55, 7.86], [2.67, 9.72]]
epoch: 154
loss: 0.999999991967029
dilation rates: [[1.4, 1.67], [2.38, 2.57], [1.31, 2.6], [2.61, 2.55], [2.58, 2.58], [2.56, 4.82], [2.38, 6.85], [4.55, 2.57], [2.42, 6.72], [4.65, 4.56], [4.62, 7.88], [2.57, 9.72]]
epoch: 155
loss: 0.9999999926096667
dilation rates: [[1.34, 1.69], [2.37, 2.57], [1.33, 2.6], [2.33, 2.64], [2.61, 2.48], [2.57, 4.8], [2.35, 6.78], [4.6, 2.6], [2.34, 6.7], [4.64, 4.45], [4.59, 7.86], [2.57, 9.68]]
epoch: 156
loss: 0.9999999921276884
dilation rates: [[1.39, 1.51], [2.34, 2.46], [1.39, 2.59], [2.57, 2.56], [2.57, 2.6], [2.57, 4.77], [2.42, 6.76], [4.4, 2.55], [2.38, 6.69], [4.61, 4.58], [4.55, 7.81], [2.65, 9.58]]
epoch: 157
loss: 0.9999999927703261
dilation rates: [[1.4, 1.64], [2.35, 2.56], [1.22, 2.59], [2.59, 2.58], [2.55, 2.5], [2.62, 4.74], [2.37, 6.81], [4.66, 2.55], [2.4, 6.63], [4.65, 4.58], [4.57, 7.8], [2.58, 9.57]]
epoch: 158
loss: 0.9999999924490073
dilation rates: [[1.42, 1.59], [2.29, 2.45], [1.32, 2.56], [2.6, 2.57], [2.57, 2.61], [2.57, 4.72], [2.4, 6.83], [4.65, 2.54], [2.43, 6.63], [4.66, 4.57], [4.6, 7.81], [2.69, 9.56]]
epoch: 159
loss: 0.9999999918063696
dilation rates: [[1.33, 1.73], [2.31, 2.62], [1.24, 2.61], [2.58, 2.55], [2.56, 2.56], [2.57, 4.72], [2.43, 6.84], [4.66, 2.71], [2.39, 6.64], [4.64, 4.38], [4.62, 7.84], [2.68, 9.65]]
epoch: 160
loss: 0.999999991967029
dilation rates: [[1.41, 1.65], [2.38, 2.69], [1.3, 2.61], [2.57, 2.64], [2.66, 2.53], [2.56, 4.7], [2.38, 6.8], [4.63, 2.59], [2.39, 6.62], [4.65, 4.59], [4.61, 7.86], [2.65, 9.61]]
epoch: 161
loss: 0.999999991967029
dilation rates: [[1.39, 1.61], [2.4, 2.69], [1.17, 2.58], [2.58, 2.58], [2.66, 2.55], [2.5, 4.74], [2.29, 6.85], [4.6, 2.55], [2.41, 6.59], [4.6, 4.57], [4.58, 7.81], [2.57, 9.59]]
epoch: 162
loss: 0.9999999927703261
dilation rates: [[1.4, 1.56], [2.17, 2.56], [1.29, 2.72], [2.59, 2.61], [2.65, 2.48], [2.59, 4.74], [2.36, 6.85], [4.6, 2.55], [2.41, 6.62], [4.64, 4.56], [4.57, 7.86], [2.56, 9.65]]
epoch: 163
loss: 0.9999999934129638
dilation rates: [[1.3, 1.63], [2.38, 2.68], [1.29, 2.58], [2.56, 2.6], [2.62, 2.42], [2.57, 4.77], [2.31, 6.86], [4.6, 2.57], [2.38, 6.64], [4.67, 4.45], [4.58, 7.85], [2.52, 9.58]]
epoch: 164
loss: 0.9999999924490073
dilation rates: [[1.4, 1.67], [2.44, 2.61], [1.32, 2.62], [2.58, 2.6], [2.58, 2.66], [2.41, 4.73], [2.38, 6.79], [4.56, 2.61], [2.41, 6.65], [4.69, 4.54], [4.65, 7.85], [2.67, 9.6]]
epoch: 165
loss: 0.9999999922883478
dilation rates: [[1.35, 1.56], [2.37, 2.62], [1.32, 2.62], [2.62, 2.58], [2.57, 2.63], [2.61, 4.76], [2.38, 6.79], [4.6, 2.56], [2.36, 6.68], [4.62, 4.56], [4.58, 7.88], [2.63, 9.64]]
epoch: 166
loss: 0.9999999930916449
dilation rates: [[1.16, 1.8], [2.6, 2.57], [1.28, 2.56], [2.56, 2.6], [2.69, 2.56], [2.56, 4.73], [2.38, 6.8], [4.62, 2.59], [2.39, 6.7], [4.63, 4.55], [4.6, 7.9], [2.7, 9.7]]
epoch: 167
loss: 0.9999999913243913
dilation rates: [[1.28, 1.61], [2.44, 2.63], [1.39, 2.69], [2.58, 2.61], [2.62, 2.57], [2.61, 4.76], [2.36, 6.86], [4.6, 2.57], [2.43, 6.74], [4.63, 4.63], [4.58, 7.85], [2.55, 9.68]]
epoch: 168
loss: 0.9999999892358189
dilation rates: [[1.27, 1.57], [2.33, 2.27], [1.44, 2.67], [2.61, 2.59], [2.62, 2.54], [2.59, 4.72], [2.43, 6.87], [4.59, 2.44], [2.42, 6.76], [4.62, 4.56], [4.61, 7.87], [2.53, 9.67]]
epoch: 169
loss: 0.9999999905210942
dilation rates: [[1.34, 1.58], [2.11, 2.6], [1.36, 2.59], [2.58, 2.61], [2.66, 2.56], [2.57, 4.83], [2.39, 6.85], [4.6, 2.66], [2.41, 6.73], [4.67, 4.62], [4.65, 7.89], [2.61, 9.73]]
epoch: 170
loss: 0.9999999918063696
dilation rates: [[1.19, 1.64], [2.33, 2.55], [1.39, 2.63], [2.56, 2.57], [2.59, 2.55], [2.74, 4.88], [2.39, 6.88], [4.6, 2.61], [2.37, 6.71], [4.67, 4.63], [4.59, 7.89], [2.71, 9.76]]
epoch: 171
loss: 0.9999999916457102
dilation rates: [[1.41, 2.25], [2.43, 2.74], [1.3, 2.57], [2.63, 2.6], [2.59, 2.56], [2.69, 4.85], [2.33, 6.85], [4.55, 2.57], [2.36, 6.72], [4.66, 4.58], [4.58, 7.89], [2.55, 9.7]]
epoch: 172
loss: 0.9999999921276884
dilation rates: [[1.4, 2.41], [2.39, 2.59], [1.32, 2.58], [2.57, 2.64], [2.58, 2.61], [2.66, 4.82], [2.44, 6.85], [4.61, 2.57], [2.42, 6.75], [4.61, 4.58], [4.56, 7.84], [2.7, 9.69]]
epoch: 173
loss: 0.9999999916457102
dilation rates: [[1.39, 2.36], [2.41, 2.45], [1.39, 2.64], [2.58, 2.51], [2.69, 2.7], [2.59, 4.78], [2.37, 6.76], [4.59, 2.77], [2.44, 6.69], [4.6, 4.58], [4.59, 7.83], [2.57, 9.66]]
epoch: 174
loss: 0.9999999924490073
dilation rates: [[1.41, 2.18], [2.32, 2.67], [1.35, 2.56], [2.59, 2.56], [2.64, 2.59], [2.56, 4.8], [2.31, 6.87], [4.57, 2.68], [2.41, 6.74], [4.61, 4.61], [4.58, 7.88], [2.59, 9.73]]
IOU: [97.44, 79.18, 89.96, 44.12, 51.71, 53.42, 53.65, 68.17, 90.98, 55.06, 93.78, 74.38, 48.32, 91.95, 51.9, 60.31, 37.57, 38.72, 67.5]
mIOU: 65.69, mIOU_reduced: 68.65, accuracy: 94.57
epoch: 175
loss: 0.9999999914850507
dilation rates: [[1.33, 2.63], [2.4, 2.39], [1.29, 2.58], [2.57, 2.61], [2.61, 2.55], [2.69, 4.81], [2.43, 6.88], [4.55, 2.59], [2.32, 6.69], [4.61, 4.58], [4.57, 7.87], [2.68, 9.66]]
epoch: 176
loss: 0.9999999926096667
dilation rates: [[1.1, 2.41], [2.36, 2.56], [1.35, 2.67], [2.61, 2.57], [2.57, 2.57], [2.59, 4.76], [2.34, 6.88], [4.62, 2.57], [2.33, 6.68], [4.65, 4.56], [4.58, 7.9], [2.65, 9.63]]
epoch: 177
loss: 0.9999999921276884
dilation rates: [[1.36, 2.4], [2.4, 2.74], [1.29, 2.56], [2.37, 2.62], [2.59, 2.39], [2.57, 4.67], [2.37, 6.88], [4.56, 2.56], [2.43, 6.68], [4.63, 4.57], [4.56, 7.87], [2.56, 9.59]]
epoch: 178
loss: 0.9999999943769203
dilation rates: [[1.31, 2.35], [2.6, 2.42], [1.32, 2.57], [2.64, 2.6], [2.59, 2.45], [2.56, 4.67], [2.43, 6.84], [4.61, 2.56], [2.4, 6.65], [4.59, 4.59], [4.6, 7.83], [2.55, 9.57]]
epoch: 179
loss: 0.9999999913243913
dilation rates: [[1.33, 2.6], [2.45, 2.59], [1.38, 2.59], [2.55, 2.67], [2.58, 2.56], [2.58, 4.68], [2.43, 6.81], [4.55, 2.59], [2.39, 6.65], [4.56, 4.6], [4.58, 7.8], [2.56, 9.63]]
epoch: 180
loss: 0.9999999924490073
dilation rates: [[1.36, 2.42], [2.41, 2.57], [1.33, 2.6], [2.6, 2.6], [2.6, 2.56], [2.59, 4.63], [2.31, 6.86], [4.55, 2.56], [2.44, 6.67], [4.51, 4.55], [4.56, 7.85], [2.73, 9.63]]
epoch: 181
loss: 0.999999991967029
dilation rates: [[1.37, 2.35], [2.31, 2.6], [1.33, 2.58], [2.58, 2.82], [2.6, 2.43], [2.56, 4.63], [2.38, 6.84], [4.56, 2.61], [2.38, 6.68], [4.6, 4.57], [4.56, 7.85], [2.59, 9.6]]
epoch: 182
loss: 0.9999999918063696
dilation rates: [[1.45, 2.38], [2.52, 2.57], [1.32, 2.58], [2.7, 2.75], [2.61, 2.62], [2.56, 4.7], [2.39, 6.85], [4.57, 2.58], [2.44, 6.65], [4.62, 4.59], [4.62, 7.85], [2.55, 9.63]]
epoch: 183
loss: 0.9999999914850507
dilation rates: [[1.35, 2.35], [2.31, 2.73], [1.36, 2.57], [2.62, 2.65], [2.59, 2.56], [2.59, 4.64], [2.39, 6.87], [4.57, 2.65], [2.38, 6.65], [4.63, 4.56], [4.57, 7.86], [2.55, 9.6]]
epoch: 184
loss: 0.9999999924490073
dilation rates: [[1.39, 2.76], [2.41, 2.47], [1.31, 2.65], [2.59, 2.59], [2.58, 2.59], [2.6, 4.67], [2.39, 6.84], [4.57, 2.64], [2.39, 6.68], [4.64, 4.59], [4.56, 7.85], [2.57, 9.63]]
epoch: 185
loss: 0.9999999910030725
dilation rates: [[1.41, 2.21], [2.43, 2.57], [1.45, 2.6], [2.59, 2.66], [2.6, 2.55], [2.58, 4.63], [2.44, 6.8], [4.59, 2.59], [2.39, 6.65], [4.6, 4.59], [4.64, 7.87], [2.61, 9.61]]
epoch: 186
loss: 0.9999999918063696
dilation rates: [[1.4, 2.44], [2.24, 2.73], [1.21, 2.56], [2.57, 2.55], [2.55, 2.56], [2.58, 4.64], [2.37, 6.86], [4.57, 2.57], [2.41, 6.69], [4.64, 4.63], [4.59, 7.86], [2.74, 9.61]]
epoch: 187
loss: 0.9999999921276884
dilation rates: [[1.32, 2.3], [2.4, 2.44], [1.37, 2.56], [2.66, 2.62], [2.74, 2.38], [2.58, 4.55], [2.42, 6.87], [4.65, 2.4], [2.43, 6.69], [4.64, 4.57], [4.59, 7.84], [2.56, 9.62]]
epoch: 188
loss: 0.999999991163732
dilation rates: [[1.4, 2.38], [2.72, 2.39], [1.4, 2.58], [2.69, 2.57], [2.71, 2.59], [2.57, 4.58], [2.41, 6.87], [4.59, 2.43], [2.18, 6.65], [4.62, 4.56], [4.61, 7.81], [2.55, 9.65]]
epoch: 189
loss: 0.9999999921276884
dilation rates: [[1.36, 2.44], [2.4, 2.66], [1.34, 2.56], [2.65, 2.61], [2.64, 2.58], [2.56, 4.62], [2.45, 6.82], [4.61, 2.55], [2.42, 6.66], [4.63, 4.58], [4.61, 7.83], [2.62, 9.64]]
epoch: 190
loss: 0.9999999913243913
dilation rates: [[1.4, 2.43], [2.39, 2.62], [1.35, 2.59], [2.56, 2.6], [2.55, 2.59], [2.6, 4.63], [2.37, 6.8], [4.56, 2.56], [2.41, 6.65], [4.61, 4.59], [4.58, 7.8], [2.68, 9.61]]
epoch: 191
loss: 0.999999991967029
dilation rates: [[1.17, 2.36], [2.39, 2.72], [1.32, 2.57], [2.56, 2.61], [2.59, 2.67], [2.56, 4.66], [2.23, 6.73], [4.55, 2.6], [2.4, 6.66], [4.6, 4.57], [4.58, 7.83], [2.56, 9.58]]
epoch: 192
loss: 0.9999999921276884
dilation rates: [[1.44, 2.39], [2.33, 2.43], [1.39, 2.57], [2.63, 2.68], [2.56, 2.6], [2.61, 4.65], [2.34, 6.78], [4.56, 2.57], [2.37, 6.64], [4.62, 4.39], [4.57, 7.79], [2.62, 9.57]]
epoch: 193
loss: 0.9999999935736232
dilation rates: [[1.41, 2.41], [2.42, 2.44], [1.4, 2.6], [2.59, 2.59], [2.58, 2.61], [2.57, 4.64], [2.38, 6.8], [4.58, 2.55], [2.37, 6.68], [4.64, 4.41], [4.59, 7.83], [2.59, 9.61]]
epoch: 194
loss: 0.9999999910030725
dilation rates: [[1.39, 2.43], [2.42, 2.57], [1.31, 2.32], [2.57, 2.66], [2.36, 2.71], [2.63, 4.64], [2.4, 6.8], [4.59, 2.65], [2.37, 6.62], [4.61, 4.58], [4.59, 7.82], [2.56, 9.59]]
epoch: 195
loss: 0.9999999922883478
dilation rates: [[1.42, 2.45], [2.38, 2.53], [1.35, 2.55], [2.58, 2.56], [2.43, 2.61], [2.6, 4.61], [2.38, 6.79], [4.56, 2.58], [2.48, 6.61], [4.62, 4.56], [4.61, 7.81], [2.64, 9.59]]
epoch: 196
loss: 0.9999999926096667
dilation rates: [[1.37, 2.42], [2.44, 2.62], [1.41, 2.61], [2.6, 2.68], [2.57, 2.55], [2.56, 4.58], [2.4, 6.82], [4.57, 2.56], [2.38, 6.65], [4.61, 4.58], [4.57, 7.82], [2.65, 9.6]]
epoch: 197
loss: 0.9999999937342826
dilation rates: [[1.33, 2.55], [2.39, 2.57], [1.28, 2.31], [2.59, 2.59], [2.4, 2.59], [2.62, 4.56], [2.35, 6.78], [4.58, 2.57], [2.39, 6.67], [4.58, 4.47], [4.62, 7.79], [2.66, 9.6]]
epoch: 198
loss: 0.9999999927703261
dilation rates: [[1.4, 2.61], [2.38, 2.45], [1.37, 2.43], [2.58, 2.56], [2.65, 2.42], [2.56, 4.59], [2.34, 6.71], [4.57, 2.58], [2.39, 6.67], [4.59, 4.36], [4.57, 7.78], [2.6, 9.59]]
epoch: 199
loss: 0.9999999932523044
dilation rates: [[1.32, 2.42], [2.43, 2.66], [1.41, 2.58], [2.58, 2.58], [2.6, 2.56], [2.57, 4.6], [2.37, 6.73], [4.56, 2.61], [2.39, 6.67], [4.61, 4.61], [4.6, 7.76], [2.64, 9.63]]
IOU: [97.7, 80.89, 90.42, 50.51, 52.28, 59.61, 57.94, 70.81, 91.65, 58.13, 93.91, 74.98, 53.09, 92.26, 59.33, 66.94, 35.26, 23.32, 62.82]
mIOU: 66.94, mIOU_reduced: 69.4, accuracy: 94.88
epoch: 200
loss: 0.9999999922883478
dilation rates: [[1.35, 2.36], [2.39, 2.56], [1.34, 2.4], [2.56, 2.54], [2.57, 2.55], [2.56, 4.64], [2.38, 6.71], [4.6, 2.57], [2.4, 6.66], [4.61, 4.55], [4.57, 7.76], [2.61, 9.66]]
epoch: 201
loss: 0.9999999918063696
dilation rates: [[1.32, 2.54], [2.4, 2.58], [1.35, 2.56], [2.57, 2.59], [2.58, 2.56], [2.57, 4.63], [2.39, 6.69], [4.59, 2.56], [2.42, 6.66], [4.55, 4.57], [4.6, 7.74], [2.51, 9.6]]
epoch: 202
loss: 0.9999999940556015
dilation rates: [[1.18, 2.28], [2.36, 2.74], [1.4, 2.59], [2.55, 2.49], [2.57, 2.59], [2.55, 4.61], [1.7, 6.68], [4.57, 2.55], [2.44, 6.66], [4.57, 4.56], [4.6, 7.75], [2.54, 9.62]]
epoch: 203
loss: 0.9999999922883478
dilation rates: [[1.35, 2.26], [2.43, 2.65], [1.42, 2.5], [2.62, 2.44], [2.38, 2.56], [2.61, 4.57], [1.65, 6.73], [4.57, 2.56], [2.43, 6.65], [4.58, 4.61], [4.57, 7.81], [2.65, 9.66]]
epoch: 204
loss: 0.9999999913243913
dilation rates: [[1.34, 2.25], [2.31, 2.59], [1.38, 2.59], [2.64, 2.51], [2.61, 2.55], [2.58, 4.59], [1.63, 6.74], [4.6, 2.55], [2.33, 6.67], [4.6, 4.62], [4.57, 7.85], [2.56, 9.64]]
epoch: 205
loss: 0.9999999918063696
dilation rates: [[1.44, 2.67], [2.85, 2.44], [1.3, 2.64], [2.6, 2.57], [2.6, 2.59], [2.57, 4.55], [1.64, 6.69], [4.56, 2.43], [2.41, 6.66], [4.54, 4.56], [4.66, 7.78], [2.57, 9.58]]
epoch: 206
loss: 0.9999999906817536
dilation rates: [[1.37, 2.38], [2.33, 2.62], [1.33, 2.34], [2.68, 2.61], [2.56, 2.58], [2.61, 4.57], [1.67, 6.73], [4.39, 2.58], [2.44, 6.65], [4.62, 4.57], [4.58, 7.79], [2.54, 9.6]]
epoch: 207
loss: 0.9999999932523044
dilation rates: [[1.23, 2.2], [2.43, 2.44], [1.39, 2.66], [2.59, 2.57], [2.51, 2.56], [2.56, 4.58], [1.74, 6.73], [4.59, 2.59], [2.38, 6.67], [4.63, 4.58], [4.58, 7.78], [2.51, 9.58]]
epoch: 208
loss: 0.9999999895571378
dilation rates: [[1.13, 2.24], [2.39, 2.58], [1.31, 2.58], [2.6, 2.44], [2.61, 2.56], [2.72, 4.61], [1.65, 6.77], [4.59, 2.59], [2.42, 6.72], [4.61, 4.61], [4.6, 7.8], [2.6, 9.57]]
epoch: 209
loss: 0.9999999945375797
dilation rates: [[1.26, 2.75], [2.42, 2.69], [1.33, 2.6], [2.59, 2.69], [2.58, 2.58], [2.66, 4.61], [1.61, 6.73], [4.59, 2.66], [2.42, 6.7], [4.61, 4.57], [4.57, 7.78], [2.64, 9.6]]
epoch: 210
loss: 0.9999999889145
dilation rates: [[1.38, 2.39], [2.43, 2.55], [1.36, 2.7], [2.58, 2.56], [2.59, 2.55], [2.52, 4.63], [1.59, 6.74], [4.57, 2.54], [2.36, 6.67], [4.6, 4.7], [4.63, 7.8], [2.58, 9.59]]
epoch: 211
loss: 0.999999991967029
dilation rates: [[1.42, 2.41], [2.42, 2.39], [1.34, 2.57], [2.59, 2.57], [2.61, 2.6], [2.6, 4.56], [1.59, 6.76], [4.6, 2.63], [2.41, 6.68], [4.62, 4.67], [4.64, 7.88], [2.63, 9.61]]
epoch: 212
loss: 0.999999991967029
dilation rates: [[1.29, 2.55], [2.4, 2.55], [1.41, 2.56], [2.6, 2.55], [2.57, 2.58], [2.55, 4.57], [1.61, 6.77], [4.58, 2.59], [2.32, 6.7], [4.61, 4.67], [4.61, 7.85], [2.58, 9.68]]
epoch: 213
loss: 0.9999999908424131
dilation rates: [[1.35, 2.26], [2.44, 2.68], [1.43, 2.62], [2.6, 2.56], [2.56, 2.55], [2.72, 4.59], [1.57, 6.75], [4.57, 2.57], [2.42, 6.7], [4.59, 4.6], [4.56, 7.85], [2.61, 9.61]]
epoch: 214
loss: 0.9999999926096667
dilation rates: [[1.4, 2.31], [2.41, 2.42], [1.38, 2.6], [2.59, 2.56], [2.56, 2.56], [2.66, 4.62], [1.57, 6.73], [4.58, 2.57], [2.35, 6.66], [4.56, 4.59], [4.59, 7.88], [2.58, 9.58]]
epoch: 215
loss: 0.9999999927703261
dilation rates: [[1.3, 2.46], [2.38, 2.69], [1.37, 2.6], [2.59, 2.6], [2.56, 2.57], [2.6, 4.64], [1.68, 6.74], [4.56, 2.66], [2.43, 6.67], [4.64, 4.57], [4.59, 7.83], [2.61, 9.69]]
epoch: 216
loss: 0.9999999921276884
dilation rates: [[1.34, 2.31], [2.42, 2.52], [1.34, 2.4], [2.69, 2.66], [2.56, 2.6], [2.56, 4.63], [1.61, 6.74], [4.61, 2.59], [2.42, 6.67], [4.64, 4.55], [4.62, 7.81], [2.64, 9.61]]
epoch: 217
loss: 0.9999999916457102
dilation rates: [[1.25, 2.41], [2.37, 2.73], [1.4, 2.42], [2.62, 2.56], [2.55, 2.55], [2.56, 4.63], [1.61, 6.74], [4.61, 2.58], [2.41, 6.68], [4.63, 4.56], [4.54, 7.78], [2.54, 9.61]]
epoch: 218
loss: 0.9999999916457102
dilation rates: [[1.28, 2.42], [2.39, 2.59], [1.36, 2.58], [2.55, 2.58], [2.58, 2.44], [2.39, 4.64], [1.6, 6.69], [4.62, 2.58], [2.42, 6.71], [4.59, 4.54], [4.61, 7.8], [2.6, 9.58]]
epoch: 219
loss: 0.9999999938949421
dilation rates: [[1.33, 2.41], [2.31, 2.56], [1.33, 2.57], [2.67, 2.56], [2.6, 2.49], [2.58, 4.72], [1.61, 6.73], [4.58, 2.6], [2.44, 6.68], [4.59, 4.58], [4.59, 7.82], [2.6, 9.55]]
epoch: 220
loss: 0.9999999890751594
dilation rates: [[1.38, 2.2], [2.57, 2.37], [1.37, 2.56], [2.56, 2.56], [2.47, 2.64], [2.54, 4.65], [1.6, 6.71], [4.59, 2.55], [2.41, 6.68], [4.59, 4.56], [4.65, 7.82], [2.62, 9.63]]
epoch: 221
loss: 0.9999999916457102
dilation rates: [[1.34, 2.31], [2.42, 2.62], [1.36, 2.66], [2.61, 2.59], [2.63, 2.57], [2.57, 4.69], [1.61, 6.7], [4.45, 2.56], [2.39, 6.68], [4.56, 4.62], [4.59, 7.8], [2.7, 9.58]]
epoch: 222
loss: 0.9999999906817536
dilation rates: [[1.24, 2.4], [2.36, 2.66], [1.3, 2.55], [2.57, 2.41], [2.58, 2.56], [2.56, 4.7], [1.6, 6.72], [4.57, 2.61], [2.42, 6.64], [4.58, 4.6], [4.56, 7.73], [2.61, 9.58]]
epoch: 223
loss: 0.9999999932523044
dilation rates: [[1.26, 2.39], [2.39, 2.44], [1.22, 2.74], [2.62, 2.57], [2.32, 2.55], [2.57, 4.7], [1.57, 6.73], [4.58, 2.57], [2.41, 6.66], [4.59, 4.59], [4.6, 7.73], [2.49, 9.6]]
epoch: 224
loss: 0.9999999929309855
dilation rates: [[1.38, 2.38], [2.61, 2.76], [1.3, 2.58], [2.59, 2.6], [2.58, 2.6], [2.58, 4.74], [1.65, 6.74], [4.66, 2.4], [2.41, 6.7], [4.56, 4.59], [4.59, 7.71], [2.66, 9.58]]
IOU: [97.37, 79.87, 90.66, 48.18, 51.48, 58.72, 59.67, 71.13, 90.52, 52.71, 94.07, 76.4, 52.86, 92.31, 51.05, 79.83, 70.81, 45.84, 71.53]
mIOU: 70.26, mIOU_reduced: 70.83, accuracy: 94.79
epoch: 225
loss: 0.9999999918063696
dilation rates: [[1.16, 2.42], [2.32, 2.63], [1.35, 2.58], [2.71, 2.67], [2.55, 2.56], [2.56, 4.73], [1.57, 6.71], [4.64, 2.44], [2.37, 6.74], [4.58, 4.56], [4.56, 7.72], [2.57, 9.61]]
epoch: 226
loss: 0.9999999930916449
dilation rates: [[1.36, 2.4], [2.32, 2.65], [1.19, 2.6], [2.61, 2.59], [2.55, 2.55], [2.58, 4.67], [1.55, 6.68], [4.64, 2.57], [2.41, 6.73], [4.56, 4.56], [4.57, 7.71], [2.58, 9.61]]
epoch: 227
loss: 0.9999999926096667
dilation rates: [[1.33, 2.6], [2.39, 2.55], [1.4, 2.6], [2.63, 2.56], [2.57, 2.55], [2.58, 4.66], [1.61, 6.66], [4.63, 2.58], [2.33, 6.69], [4.55, 4.55], [4.63, 7.74], [2.6, 9.58]]
epoch: 228
loss: 0.9999999932523044
dilation rates: [[1.07, 2.42], [2.38, 2.5], [1.41, 2.59], [2.64, 2.63], [2.58, 2.33], [2.58, 4.64], [1.68, 6.71], [4.65, 2.59], [2.39, 6.73], [4.59, 4.62], [4.57, 7.75], [2.63, 9.66]]
epoch: 229
loss: 0.9999999935736232
dilation rates: [[1.36, 2.35], [2.41, 2.55], [1.34, 2.56], [2.58, 2.44], [2.58, 2.6], [2.45, 4.6], [1.57, 6.75], [4.68, 2.57], [2.34, 6.72], [4.59, 4.57], [4.57, 7.76], [2.6, 9.61]]
epoch: 230
loss: 0.9999999916457102
dilation rates: [[1.31, 2.43], [2.4, 2.39], [1.33, 2.69], [2.59, 2.56], [2.59, 2.58], [2.57, 4.57], [1.57, 6.75], [4.66, 2.64], [2.43, 6.72], [4.58, 4.56], [4.59, 7.75], [2.67, 9.57]]
epoch: 231
loss: 0.9999999924490073
dilation rates: [[1.44, 2.36], [2.38, 2.55], [1.37, 2.48], [2.57, 2.64], [2.58, 2.57], [2.68, 4.62], [1.69, 6.79], [4.64, 2.61], [2.5, 6.73], [4.57, 4.63], [4.55, 7.76], [2.59, 9.62]]
epoch: 232
loss: 0.9999999929309855
dilation rates: [[1.4, 2.44], [2.43, 2.56], [1.41, 2.44], [2.55, 2.56], [2.64, 2.55], [2.58, 4.61], [1.56, 6.76], [4.6, 2.56], [2.4, 6.72], [4.44, 4.6], [4.56, 7.73], [2.62, 9.56]]
epoch: 233
loss: 0.9999999913243913
dilation rates: [[1.44, 2.39], [2.43, 2.73], [1.4, 2.58], [2.65, 2.58], [2.6, 2.58], [2.58, 4.58], [1.62, 6.75], [4.5, 2.56], [2.3, 6.72], [4.57, 4.58], [4.64, 7.74], [2.58, 9.56]]
epoch: 234
loss: 0.9999999914850507
dilation rates: [[1.38, 2.2], [2.41, 2.64], [1.39, 2.6], [2.61, 2.62], [2.56, 2.43], [2.56, 4.6], [1.61, 6.75], [4.58, 2.63], [2.34, 6.71], [4.56, 4.59], [4.57, 7.72], [2.57, 9.62]]
epoch: 235
loss: 0.9999999927703261
dilation rates: [[1.25, 2.34], [2.44, 2.64], [1.33, 2.54], [2.58, 2.58], [2.58, 2.39], [2.57, 4.59], [1.57, 6.71], [4.59, 2.58], [2.37, 6.71], [4.56, 4.58], [4.57, 7.72], [2.6, 9.55]]
epoch: 236
loss: 0.9999999938949421
dilation rates: [[1.33, 2.46], [2.43, 2.62], [1.33, 2.58], [2.59, 2.38], [2.63, 2.61], [2.56, 4.56], [1.56, 6.7], [4.56, 2.58], [2.43, 6.71], [4.56, 4.56], [4.57, 7.69], [2.58, 9.58]]
epoch: 237
loss: 0.9999999908424131
dilation rates: [[1.37, 2.43], [2.36, 2.58], [1.4, 2.63], [2.56, 2.59], [2.66, 2.64], [2.58, 4.61], [1.58, 6.69], [4.55, 2.58], [2.44, 6.67], [4.6, 4.61], [4.62, 7.72], [2.64, 9.57]]
epoch: 238
loss: 0.9999999929309855
dilation rates: [[1.29, 2.43], [2.47, 2.55], [1.34, 2.54], [2.58, 2.59], [2.58, 2.58], [2.56, 4.61], [1.58, 6.72], [4.59, 2.56], [2.36, 6.67], [4.58, 4.58], [4.56, 7.7], [2.57, 9.57]]
epoch: 239
loss: 0.9999999943769203
dilation rates: [[1.26, 2.42], [2.44, 2.56], [1.25, 2.57], [2.57, 2.48], [2.56, 2.56], [2.55, 4.57], [1.62, 6.69], [4.57, 2.63], [2.42, 6.63], [4.56, 4.57], [4.57, 7.73], [2.75, 9.6]]
epoch: 240
loss: 0.9999999934129638
dilation rates: [[1.39, 2.42], [2.45, 2.57], [1.41, 2.66], [2.63, 2.42], [2.61, 2.64], [2.66, 4.63], [1.61, 6.72], [4.54, 2.47], [2.32, 6.67], [4.56, 4.59], [4.55, 7.76], [2.6, 9.56]]
IOU: [97.28, 79.98, 90.57, 42.49, 55.44, 59.39, 59.1, 72.87, 91.07, 59.73, 94.01, 76.65, 54.68, 91.88, 52.69, 75.77, 61.29, 33.65, 65.51]
mIOU: 69.16, mIOU_reduced: 70.27, accuracy: 94.81
epoch: 241
loss: 0.9999999913243913
dilation rates: [[1.51, 2.43], [2.44, 2.43], [1.39, 2.57], [2.62, 2.6], [2.38, 2.57], [2.6, 4.59], [1.67, 6.66], [4.56, 2.54], [2.44, 6.64], [4.56, 4.57], [4.59, 7.71], [2.56, 9.56]]
IOU: [97.56, 81.29, 90.78, 46.92, 51.66, 57.89, 55.81, 70.34, 91.42, 59.49, 93.94, 75.86, 48.55, 93.0, 58.39, 73.75, 48.77, 35.62, 67.18]
mIOU: 68.33, mIOU_reduced: 69.83, accuracy: 94.93
epoch: 242
loss: 0.9999999910030725
dilation rates: [[1.4, 2.38], [2.43, 2.76], [1.35, 2.65], [2.58, 2.58], [2.57, 2.67], [2.62, 4.55], [1.55, 6.67], [4.56, 2.57], [2.43, 6.58], [4.58, 4.47], [4.64, 7.68], [2.53, 9.59]]
IOU: [97.81, 81.81, 90.79, 35.86, 51.38, 60.25, 59.94, 70.32, 91.54, 55.57, 93.77, 76.17, 54.6, 93.4, 68.76, 76.87, 63.17, 41.67, 71.11]
mIOU: 70.25, mIOU_reduced: 70.37, accuracy: 95.12
epoch: 243
loss: 0.9999999908424131
dilation rates: [[1.27, 2.16], [2.44, 2.52], [1.39, 2.6], [2.61, 2.64], [2.57, 2.58], [2.58, 4.57], [1.57, 6.68], [4.55, 2.61], [2.45, 6.57], [4.56, 4.57], [4.6, 7.71], [2.58, 9.63]]
IOU: [97.71, 81.81, 90.06, 43.01, 40.76, 59.05, 61.12, 71.2, 91.58, 60.92, 94.27, 75.37, 52.58, 89.12, 32.05, 69.63, 39.01, 44.15, 68.08]
mIOU: 66.39, mIOU_reduced: 70.05, accuracy: 94.53
epoch: 244
loss: 0.9999999926096667
dilation rates: [[1.4, 2.41], [2.38, 2.49], [1.3, 2.62], [2.62, 1.95], [2.79, 2.56], [2.55, 4.59], [1.58, 6.67], [4.56, 2.58], [2.43, 6.56], [4.61, 4.59], [4.57, 7.69], [2.6, 9.64]]
IOU: [96.78, 77.23, 90.78, 37.19, 53.44, 58.39, 59.75, 69.87, 91.08, 56.24, 94.28, 75.37, 51.67, 92.52, 44.04, 48.4, 48.19, 44.28, 70.75]
mIOU: 66.33, mIOU_reduced: 69.98, accuracy: 94.51
epoch: 245
loss: 0.9999999922883478
dilation rates: [[1.28, 2.56], [2.4, 2.56], [1.23, 2.59], [2.57, 2.12], [2.7, 2.56], [2.56, 4.57], [1.55, 6.65], [4.42, 2.58], [2.39, 6.56], [4.57, 4.58], [4.59, 7.71], [2.55, 9.62]]
IOU: [97.74, 79.99, 90.75, 46.95, 48.84, 58.51, 60.13, 71.54, 91.51, 57.64, 94.3, 76.91, 54.48, 92.98, 66.3, 75.72, 68.54, 39.53, 68.02]
mIOU: 70.55, mIOU_reduced: 70.61, accuracy: 95.03
epoch: 246
loss: 0.9999999913243913
dilation rates: [[1.34, 2.29], [2.71, 2.44], [1.2, 2.62], [2.56, 2.6], [2.62, 2.58], [2.39, 4.57], [1.57, 6.66], [4.58, 2.57], [2.42, 6.59], [4.56, 4.58], [4.57, 7.73], [2.55, 9.64]]
IOU: [97.25, 79.48, 90.5, 39.31, 49.58, 59.01, 57.49, 67.83, 91.01, 60.28, 93.4, 77.42, 56.75, 92.47, 44.98, 73.1, 57.42, 45.16, 70.71]
mIOU: 68.59, mIOU_reduced: 70.48, accuracy: 94.77
epoch: 247
loss: 0.9999999910030725
dilation rates: [[1.39, 2.45], [2.38, 2.69], [1.37, 2.61], [2.59, 2.62], [2.61, 2.62], [2.63, 4.59], [1.63, 6.65], [4.56, 2.57], [2.4, 6.59], [4.63, 4.59], [4.59, 7.7], [2.62, 9.61]]
IOU: [97.51, 80.93, 90.57, 55.48, 50.4, 55.17, 56.51, 68.42, 91.24, 60.63, 93.84, 74.96, 51.02, 92.62, 52.88, 66.66, 24.48, 24.79, 65.56]
mIOU: 65.98, mIOU_reduced: 69.35, accuracy: 94.82
epoch: 248
loss: 0.9999999903604349
dilation rates: [[1.24, 2.71], [2.3, 2.43], [1.4, 2.6], [2.56, 2.55], [2.57, 2.56], [2.57, 4.61], [1.59, 6.68], [4.56, 2.56], [2.41, 6.63], [4.58, 4.52], [4.56, 7.7], [2.6, 9.59]]
IOU: [97.26, 81.09, 90.71, 37.1, 50.4, 58.98, 57.07, 72.17, 90.19, 55.02, 93.94, 76.2, 55.46, 93.35, 67.86, 76.17, 52.71, 47.7, 71.46]
mIOU: 69.73, mIOU_reduced: 70.51, accuracy: 94.82
epoch: 249
loss: 0.999999991967029
dilation rates: [[1.38, 2.64], [2.35, 2.55], [1.41, 2.42], [2.57, 2.42], [2.56, 2.57], [2.61, 4.63], [1.6, 6.69], [4.6, 2.68], [2.39, 6.67], [4.58, 4.44], [4.59, 7.72], [2.63, 9.6]]
IOU: [97.67, 81.03, 91.05, 41.45, 53.48, 59.82, 60.59, 72.09, 91.36, 59.97, 94.21, 77.27, 56.25, 93.5, 64.76, 74.35, 65.2, 49.35, 71.05]
mIOU: 71.29, mIOU_reduced: 71.88, accuracy: 95.15
Best mIOU: 71.28618079737613
Best global accuracy: 95.14821171760559
Training time 15:42:10
mIOUs: [71.28618079737613]
global_accuracies: [95.14821171760559]
