{'model_name': 'learn2_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': [1024, 1024], 'val_input_size': 1024, 'val_label_size': 1024, 'aug_mode': 'randaug_reduced', 'num_workers': 2, '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': 'learn2_decoder26_500_epochs', 'save_best_path': 'checkpoints/learn2_decoder26_500_epochs_run1', 'save_latest_path': 'checkpoints/learn2_decoder26_500_epochs_latest', 'resume_path': 'checkpoints/learn2_decoder26_500_epochs_latest', 'log_path': 'logs/learn2_decoder26_500_epochs_run1.txt'}
run: 1
epoch: 0
loss: 0.9999999922883478
dilation rates: [[1.0, 1.0], [1.11, 1.19], [1.13, 1.18], [1.15, 1.2], [1.17, 1.15], [1.12, 1.18], [1.16, 1.13], [1.11, 1.15], [1.15, 1.17], [1.1, 1.2], [1.11, 1.16], [1.1, 1.12], [1.47, 1.51]]
IOU: [76.12, 4.64, 44.78, 0.0, 0.0, 0.0, 0.0, 0.0, 48.52, 11.41, 72.43, 0.0, 0.0, 12.53, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 14.23, mIOU_reduced: 16.9, accuracy: 68.04
epoch: 1
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.36, 1.55], [1.43, 1.52], [1.42, 1.62], [1.53, 1.47], [1.38, 1.56], [1.47, 1.41], [1.35, 1.51], [1.46, 1.51], [1.36, 1.53], [1.35, 1.49], [1.37, 1.39], [2.11, 2.32]]
epoch: 2
loss: 0.9999999922883478
dilation rates: [[1.0, 1.0], [1.46, 1.68], [1.6, 1.72], [1.65, 1.87], [1.8, 1.76], [1.61, 1.85], [1.75, 1.68], [1.59, 1.8], [1.73, 1.78], [1.6, 1.8], [1.58, 1.76], [1.65, 1.67], [2.81, 3.14]]
epoch: 3
loss: 0.999999991967029
dilation rates: [[1.0, 1.0], [1.57, 1.81], [1.78, 1.84], [1.79, 2.01], [1.97, 1.98], [1.8, 2.13], [1.91, 1.88], [1.77, 2.0], [1.94, 1.98], [1.81, 2.0], [1.82, 2.0], [1.88, 1.92], [3.36, 4.23]]
epoch: 4
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.53, 1.81], [1.79, 1.87], [1.87, 2.48], [2.31, 2.2], [1.93, 2.6], [2.15, 2.08], [1.95, 2.45], [2.24, 2.41], [1.97, 2.48], [2.04, 2.49], [2.17, 2.29], [3.76, 5.39]]
epoch: 5
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.45, 1.74], [1.76, 1.86], [1.85, 2.66], [2.53, 2.49], [1.97, 2.8], [2.45, 2.31], [2.06, 2.71], [2.5, 2.66], [2.19, 2.74], [2.29, 2.74], [2.46, 2.59], [3.94, 6.32]]
epoch: 6
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.41, 1.69], [1.77, 1.81], [1.82, 2.69], [2.6, 2.63], [1.98, 2.87], [2.61, 2.49], [2.3, 2.85], [2.66, 2.84], [2.39, 2.94], [2.48, 2.93], [2.67, 2.8], [4.32, 7.19]]
epoch: 7
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.51, 1.68], [1.76, 1.76], [1.83, 2.76], [2.65, 2.79], [2.13, 3.16], [2.79, 2.63], [2.5, 2.96], [2.82, 2.96], [2.56, 3.3], [2.65, 3.28], [2.85, 2.98], [4.71, 8.3]]
epoch: 8
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.4, 1.69], [1.77, 1.81], [1.83, 2.82], [2.72, 2.77], [2.23, 3.49], [2.79, 2.68], [2.57, 3.26], [2.85, 2.99], [2.63, 3.61], [2.73, 3.59], [2.94, 3.31], [4.83, 8.95]]
epoch: 9
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.43, 1.76], [1.72, 1.74], [1.86, 2.77], [2.72, 2.8], [2.29, 3.66], [2.86, 2.69], [2.62, 3.51], [2.92, 3.27], [2.71, 3.81], [2.83, 3.79], [3.13, 3.56], [4.93, 9.75]]
epoch: 10
loss: 0.9999999930916449
dilation rates: [[1.0, 1.0], [1.4, 1.7], [1.74, 1.73], [1.82, 2.79], [2.73, 2.84], [2.33, 3.84], [2.89, 2.7], [2.62, 3.68], [2.93, 3.51], [2.74, 3.91], [2.86, 3.92], [3.35, 3.73], [4.96, 9.97]]
epoch: 11
loss: 0.9999999937342826
dilation rates: [[1.0, 1.0], [1.43, 1.68], [1.74, 1.69], [1.83, 2.85], [2.74, 2.9], [2.35, 3.91], [2.89, 2.75], [2.66, 3.77], [2.93, 3.67], [2.74, 4.1], [2.88, 4.11], [3.51, 3.83], [5.32, 10.7]]
epoch: 12
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.43, 1.58], [1.69, 1.76], [1.73, 2.77], [2.72, 2.84], [2.32, 3.89], [2.9, 2.72], [2.63, 3.84], [2.91, 3.73], [2.72, 4.38], [2.91, 4.42], [3.63, 3.93], [5.55, 10.97]]
epoch: 13
loss: 0.9999999927703261
dilation rates: [[1.01, 1.0], [1.45, 1.65], [1.66, 1.7], [1.78, 2.78], [2.67, 2.8], [2.34, 3.93], [2.9, 2.73], [2.6, 3.87], [2.87, 3.78], [2.69, 4.56], [2.91, 4.6], [3.71, 3.94], [5.58, 11.1]]
epoch: 14
loss: 0.9999999929309855
dilation rates: [[1.0, 1.0], [1.38, 1.7], [1.66, 1.62], [1.76, 2.76], [2.69, 2.78], [2.34, 3.94], [2.89, 2.71], [2.62, 3.87], [2.87, 3.82], [2.67, 4.66], [2.88, 4.74], [3.72, 3.98], [5.66, 11.71]]
epoch: 15
loss: 0.9999999932523044
dilation rates: [[1.0, 1.0], [1.35, 1.64], [1.64, 1.61], [1.73, 2.77], [2.71, 2.82], [2.31, 4.09], [2.89, 2.67], [2.57, 3.9], [2.87, 3.85], [2.64, 4.75], [2.87, 4.82], [3.75, 4.14], [5.64, 11.76]]
epoch: 16
loss: 0.999999991967029
dilation rates: [[1.0, 1.0], [1.35, 1.68], [1.62, 1.61], [1.68, 2.8], [2.75, 2.83], [2.32, 4.55], [2.89, 2.71], [2.55, 3.95], [2.88, 3.91], [2.66, 4.86], [2.9, 4.94], [3.79, 4.39], [5.76, 11.92]]
epoch: 17
loss: 0.9999999927703261
dilation rates: [[1.0, 1.0], [1.29, 1.69], [1.57, 1.58], [1.67, 2.8], [2.69, 2.8], [2.35, 4.64], [2.86, 2.69], [2.51, 3.93], [2.85, 3.91], [2.61, 4.9], [2.85, 4.95], [3.78, 4.52], [5.75, 11.91]]
epoch: 18
loss: 0.9999999922883478
dilation rates: [[0.99, 0.99], [1.36, 1.73], [1.6, 1.61], [1.64, 2.73], [2.68, 2.83], [2.34, 4.68], [2.87, 2.7], [2.47, 3.93], [2.84, 3.93], [2.59, 4.91], [2.86, 4.97], [3.8, 4.63], [5.75, 11.94]]
epoch: 19
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.32, 1.64], [1.57, 1.67], [1.66, 2.8], [2.67, 2.79], [2.32, 4.77], [2.87, 2.69], [2.49, 3.95], [2.84, 3.97], [2.6, 4.95], [2.82, 5.2], [3.87, 4.74], [5.8, 12.5]]
epoch: 20
loss: 0.9999999910030725
dilation rates: [[1.0, 1.0], [1.33, 1.57], [1.51, 1.57], [1.62, 2.78], [2.64, 2.81], [2.28, 4.73], [2.83, 2.65], [2.49, 4.2], [2.82, 3.93], [2.55, 4.97], [2.84, 5.45], [3.87, 4.77], [5.87, 12.67]]
epoch: 21
loss: 0.9999999897177971
dilation rates: [[1.0, 1.0], [1.29, 1.58], [1.49, 1.56], [1.59, 2.85], [2.67, 2.85], [2.33, 4.9], [2.86, 2.71], [2.48, 4.46], [2.86, 3.97], [2.56, 5.22], [2.8, 5.61], [3.87, 4.86], [5.89, 12.75]]
epoch: 22
loss: 0.9999999930916449
dilation rates: [[1.0, 1.0], [1.34, 1.57], [1.53, 1.61], [1.65, 2.82], [2.74, 2.81], [2.33, 4.83], [2.87, 2.68], [2.49, 4.56], [2.83, 4.08], [2.57, 5.49], [2.82, 5.73], [3.9, 4.9], [5.84, 12.83]]
epoch: 23
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.34, 1.57], [1.53, 1.59], [1.58, 2.78], [2.72, 2.82], [2.33, 4.87], [2.9, 2.72], [2.51, 4.64], [2.81, 4.3], [2.56, 5.56], [2.76, 5.79], [3.87, 4.89], [5.8, 12.82]]
epoch: 24
loss: 0.9999999930916449
dilation rates: [[1.0, 1.0], [1.33, 1.63], [1.57, 1.56], [1.55, 2.72], [2.64, 2.79], [2.29, 4.88], [2.88, 2.64], [2.46, 4.65], [2.77, 4.39], [2.49, 5.67], [2.72, 5.84], [3.86, 4.88], [5.81, 12.82]]
IOU: [96.0, 67.99, 84.85, 30.8, 24.44, 41.01, 24.47, 47.82, 87.46, 42.62, 92.43, 58.47, 29.88, 85.9, 32.11, 44.48, 24.41, 5.7, 51.05]
mIOU: 51.15, mIOU_reduced: 54.43, accuracy: 91.64
epoch: 25
loss: 0.9999999918063696
dilation rates: [[1.0, 1.01], [1.31, 1.69], [1.58, 1.61], [1.56, 2.7], [2.65, 2.76], [2.35, 4.85], [2.88, 2.67], [2.49, 4.66], [2.77, 4.5], [2.48, 5.74], [2.72, 5.87], [3.9, 4.89], [5.81, 12.85]]
epoch: 26
loss: 0.9999999895571378
dilation rates: [[1.0, 1.0], [1.4, 1.67], [1.54, 1.62], [1.57, 2.76], [2.71, 2.82], [2.38, 4.83], [2.89, 2.73], [2.5, 4.65], [2.79, 4.58], [2.51, 5.76], [2.68, 5.91], [3.92, 4.95], [5.86, 12.89]]
epoch: 27
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.32, 1.66], [1.49, 1.59], [1.5, 2.81], [2.7, 2.84], [2.36, 4.87], [2.93, 2.66], [2.48, 4.69], [2.79, 4.62], [2.45, 5.88], [2.68, 5.98], [3.96, 4.93], [5.88, 12.98]]
epoch: 28
loss: 0.999999991163732
dilation rates: [[1.0, 0.99], [1.28, 1.67], [1.53, 1.5], [1.55, 2.91], [2.71, 2.93], [2.39, 4.94], [2.95, 2.69], [2.52, 4.72], [2.77, 4.63], [2.42, 5.91], [2.69, 6.06], [3.95, 4.98], [5.83, 12.86]]
epoch: 29
loss: 0.999999991163732
dilation rates: [[1.01, 1.0], [1.31, 1.53], [1.46, 1.48], [1.47, 2.82], [2.69, 2.83], [2.35, 4.87], [2.9, 2.65], [2.47, 4.7], [2.73, 4.62], [2.37, 5.9], [2.62, 6.37], [4.02, 5.21], [5.71, 12.97]]
epoch: 30
loss: 0.9999999876292247
dilation rates: [[1.0, 1.0], [1.26, 1.64], [1.5, 1.48], [1.48, 2.76], [2.66, 2.78], [2.35, 4.84], [2.9, 2.61], [2.48, 4.76], [2.72, 4.66], [2.38, 5.95], [2.61, 6.56], [4.16, 5.39], [5.77, 13.53]]
epoch: 31
loss: 0.9999999922883478
dilation rates: [[1.0, 0.99], [1.2, 1.64], [1.54, 1.52], [1.49, 2.82], [2.62, 2.77], [2.36, 4.88], [2.87, 2.67], [2.44, 4.75], [2.69, 4.68], [2.38, 5.96], [2.6, 6.64], [4.31, 5.46], [5.73, 13.7]]
epoch: 32
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.31, 1.64], [1.42, 1.47], [1.44, 2.76], [2.64, 2.81], [2.32, 4.83], [2.85, 2.67], [2.46, 4.76], [2.7, 4.72], [2.41, 6.26], [2.62, 6.82], [4.33, 5.57], [5.82, 13.73]]
epoch: 33
loss: 0.9999999893964783
dilation rates: [[1.0, 1.0], [1.27, 1.62], [1.42, 1.54], [1.43, 2.72], [2.62, 2.81], [2.4, 4.85], [2.88, 2.68], [2.46, 4.77], [2.72, 4.73], [2.41, 6.44], [2.61, 6.82], [4.38, 5.62], [5.83, 13.68]]
epoch: 34
loss: 0.9999999908424131
dilation rates: [[1.0, 1.0], [1.32, 1.63], [1.4, 1.5], [1.44, 2.83], [2.67, 2.85], [2.36, 4.87], [2.88, 2.63], [2.4, 4.81], [2.7, 4.73], [2.41, 6.59], [2.59, 6.89], [4.37, 5.64], [5.75, 13.76]]
epoch: 35
loss: 0.9999999908424131
dilation rates: [[1.0, 1.0], [1.29, 1.63], [1.61, 1.49], [1.51, 2.84], [2.72, 2.84], [2.39, 4.81], [2.87, 2.68], [2.46, 4.73], [2.71, 4.69], [2.38, 6.69], [2.59, 6.85], [4.44, 5.62], [5.74, 13.73]]
epoch: 36
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.26, 1.52], [1.43, 1.5], [1.52, 2.88], [2.68, 2.83], [2.37, 4.88], [2.92, 2.67], [2.43, 4.72], [2.7, 4.69], [2.38, 6.77], [2.59, 6.89], [4.49, 5.64], [5.81, 13.69]]
epoch: 37
loss: 0.9999999918063696
dilation rates: [[1.01, 1.0], [1.42, 1.65], [1.45, 1.49], [1.43, 2.82], [2.69, 2.79], [2.38, 4.83], [2.87, 2.66], [2.46, 4.76], [2.71, 4.72], [2.36, 6.81], [2.58, 6.86], [4.46, 5.67], [5.8, 13.77]]
epoch: 38
loss: 0.9999999895571378
dilation rates: [[1.0, 1.01], [1.34, 1.63], [1.55, 1.52], [1.43, 2.8], [2.7, 2.81], [2.36, 4.86], [2.85, 2.64], [2.48, 4.8], [2.68, 4.73], [2.32, 6.82], [2.54, 6.93], [4.43, 5.71], [5.85, 13.8]]
epoch: 39
loss: 0.9999999905210942
dilation rates: [[1.0, 1.0], [1.28, 1.57], [1.36, 1.44], [1.41, 2.91], [2.73, 2.84], [2.45, 4.94], [2.88, 2.63], [2.49, 4.87], [2.7, 4.74], [2.33, 6.88], [2.59, 6.94], [4.49, 5.76], [5.79, 13.86]]
epoch: 40
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.35, 1.6], [1.49, 1.49], [1.38, 2.75], [2.63, 2.77], [2.36, 5.15], [2.87, 2.65], [2.47, 4.8], [2.69, 4.75], [2.32, 6.92], [2.52, 6.98], [4.47, 5.72], [5.74, 13.77]]
epoch: 41
loss: 0.9999999922883478
dilation rates: [[1.0, 1.0], [1.31, 1.65], [1.58, 1.5], [1.39, 2.88], [2.72, 2.91], [2.43, 5.46], [2.89, 2.73], [2.5, 4.79], [2.74, 4.75], [2.38, 6.91], [2.58, 6.94], [4.46, 5.74], [5.78, 13.86]]
epoch: 42
loss: 0.9999999924490073
dilation rates: [[1.01, 1.0], [1.27, 1.56], [1.41, 1.48], [1.43, 2.8], [2.71, 2.91], [2.34, 5.6], [2.92, 2.71], [2.44, 4.78], [2.72, 4.77], [2.36, 6.99], [2.5, 7.25], [4.49, 5.75], [5.76, 13.91]]
epoch: 43
loss: 0.9999999906817536
dilation rates: [[1.0, 1.0], [1.31, 1.64], [1.41, 1.43], [1.45, 2.76], [2.68, 2.82], [2.35, 5.63], [2.93, 2.66], [2.48, 4.79], [2.72, 4.81], [2.32, 7.23], [2.48, 7.5], [4.5, 5.8], [5.74, 13.8]]
epoch: 44
loss: 0.9999999921276884
dilation rates: [[1.0, 1.01], [1.25, 1.49], [1.35, 1.5], [1.39, 2.81], [2.63, 2.83], [2.37, 5.63], [2.93, 2.63], [2.42, 4.79], [2.66, 4.81], [2.3, 7.46], [2.51, 7.59], [4.5, 5.75], [5.72, 13.84]]
epoch: 45
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.32, 1.61], [1.48, 1.51], [1.36, 2.78], [2.62, 2.82], [2.32, 5.57], [2.84, 2.64], [2.44, 4.79], [2.63, 4.8], [2.35, 7.55], [2.54, 7.68], [4.48, 5.76], [5.75, 13.79]]
epoch: 46
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.3, 1.59], [1.34, 1.51], [1.37, 2.86], [2.68, 2.86], [2.4, 5.67], [2.9, 2.68], [2.49, 4.82], [2.67, 4.8], [2.38, 7.67], [2.47, 7.79], [4.51, 5.77], [5.77, 13.86]]
epoch: 47
loss: 0.9999999921276884
dilation rates: [[1.0, 1.01], [1.26, 1.66], [1.54, 1.46], [1.36, 2.83], [2.65, 2.87], [2.39, 5.72], [2.86, 2.65], [2.49, 4.79], [2.69, 4.79], [2.4, 7.71], [2.45, 7.79], [4.52, 5.79], [5.75, 13.85]]
epoch: 48
loss: 0.9999999908424131
dilation rates: [[1.0, 1.01], [1.4, 1.72], [1.44, 1.47], [1.46, 2.75], [2.67, 2.82], [2.44, 5.68], [2.81, 2.57], [2.43, 4.75], [2.66, 4.77], [2.37, 7.67], [2.51, 7.86], [4.47, 5.78], [5.7, 13.69]]
epoch: 49
loss: 0.9999999924490073
dilation rates: [[0.99, 1.0], [1.25, 1.63], [1.37, 1.44], [1.37, 2.79], [2.66, 2.86], [2.41, 5.77], [2.81, 2.59], [2.46, 4.86], [2.62, 4.88], [2.38, 7.79], [2.51, 7.93], [4.49, 5.85], [5.77, 13.81]]
IOU: [96.84, 74.29, 88.3, 37.2, 42.66, 51.64, 49.45, 62.33, 90.27, 44.04, 92.64, 68.4, 42.75, 90.71, 25.26, 51.09, 26.74, 18.26, 60.66]
mIOU: 58.61, mIOU_reduced: 63.15, accuracy: 93.47
epoch: 50
loss: 0.9999999926096667
dilation rates: [[1.0, 1.0], [1.25, 1.74], [1.45, 1.39], [1.39, 2.79], [2.65, 2.79], [2.36, 5.75], [2.83, 2.6], [2.45, 4.85], [2.66, 4.87], [2.29, 7.85], [2.45, 7.97], [4.5, 5.84], [5.74, 13.8]]
epoch: 51
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.37, 1.52], [1.39, 1.35], [1.28, 2.72], [2.57, 2.79], [2.36, 5.71], [2.85, 2.56], [2.46, 4.81], [2.64, 4.84], [2.24, 7.87], [2.41, 8.27], [4.49, 5.87], [5.67, 13.72]]
epoch: 52
loss: 0.9999999913243913
dilation rates: [[1.01, 1.01], [1.31, 1.72], [1.44, 1.51], [1.44, 2.83], [2.77, 2.89], [2.44, 5.82], [2.89, 2.69], [2.57, 4.79], [2.66, 4.92], [2.32, 7.87], [2.46, 8.51], [4.54, 5.89], [5.76, 13.83]]
epoch: 53
loss: 0.999999991163732
dilation rates: [[1.01, 1.0], [1.27, 1.61], [1.39, 1.43], [1.36, 2.79], [2.6, 2.78], [2.36, 5.75], [2.83, 2.61], [2.46, 4.75], [2.56, 4.88], [2.29, 7.8], [2.4, 8.62], [4.5, 5.86], [5.68, 13.74]]
epoch: 54
loss: 0.9999999926096667
dilation rates: [[1.01, 1.0], [1.33, 1.61], [1.4, 1.41], [1.37, 2.79], [2.68, 2.82], [2.4, 5.71], [2.86, 2.66], [2.47, 4.78], [2.63, 4.84], [2.32, 7.83], [2.42, 8.7], [4.52, 5.86], [5.79, 13.82]]
epoch: 55
loss: 0.9999999924490073
dilation rates: [[1.01, 1.01], [1.32, 1.53], [1.39, 1.47], [1.28, 2.72], [2.59, 2.83], [2.37, 5.76], [2.74, 2.6], [2.41, 4.73], [2.56, 4.81], [2.27, 7.83], [2.38, 8.71], [4.43, 5.83], [5.64, 13.74]]
epoch: 56
loss: 0.9999999926096667
dilation rates: [[1.0, 1.0], [1.31, 1.73], [1.41, 1.47], [1.33, 2.79], [2.67, 2.9], [2.4, 5.84], [2.82, 2.59], [2.45, 4.79], [2.6, 4.83], [2.31, 7.85], [2.38, 8.76], [4.45, 5.85], [5.65, 13.8]]
epoch: 57
loss: 0.9999999908424131
dilation rates: [[1.0, 1.0], [1.25, 1.65], [1.39, 1.52], [1.31, 2.77], [2.69, 2.83], [2.38, 5.69], [2.78, 2.6], [2.45, 4.73], [2.61, 4.74], [2.3, 7.84], [2.43, 8.76], [4.44, 5.83], [5.71, 13.82]]
epoch: 58
loss: 0.9999999913243913
dilation rates: [[1.0, 1.01], [1.39, 1.62], [1.37, 1.39], [1.33, 2.76], [2.68, 2.73], [2.42, 5.72], [2.78, 2.61], [2.47, 4.76], [2.58, 4.74], [2.32, 7.79], [2.39, 8.72], [4.45, 5.76], [5.72, 13.71]]
epoch: 59
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.27, 1.65], [1.4, 1.52], [1.36, 2.72], [2.7, 2.84], [2.43, 5.84], [2.84, 2.69], [2.48, 4.84], [2.62, 4.84], [2.33, 7.84], [2.46, 8.85], [4.54, 5.83], [5.79, 13.83]]
epoch: 60
loss: 0.9999999924490073
dilation rates: [[1.01, 1.0], [1.41, 1.68], [1.34, 1.48], [1.31, 2.78], [2.69, 2.82], [2.33, 5.8], [2.86, 2.62], [2.44, 4.83], [2.57, 4.81], [2.27, 7.88], [2.39, 8.89], [4.46, 5.82], [5.68, 13.85]]
epoch: 61
loss: 0.9999999927703261
dilation rates: [[0.99, 1.0], [1.3, 1.58], [1.38, 1.38], [1.31, 2.72], [2.6, 2.84], [2.38, 5.8], [2.92, 2.62], [2.49, 4.81], [2.55, 4.79], [2.24, 7.89], [2.38, 8.9], [4.51, 5.84], [5.73, 13.75]]
epoch: 62
loss: 0.9999999890751594
dilation rates: [[1.0, 1.0], [1.26, 1.66], [1.36, 1.41], [1.37, 2.71], [2.66, 2.89], [2.45, 5.76], [2.86, 2.6], [2.51, 4.82], [2.63, 4.88], [2.31, 7.96], [2.39, 8.9], [4.58, 5.88], [5.83, 13.87]]
epoch: 63
loss: 0.9999999929309855
dilation rates: [[1.0, 1.0], [1.17, 1.61], [1.27, 1.36], [1.41, 2.72], [2.64, 2.75], [2.44, 5.71], [2.82, 2.56], [2.41, 4.8], [2.56, 4.85], [2.3, 7.95], [2.36, 8.94], [4.48, 5.9], [5.69, 13.76]]
epoch: 64
loss: 0.999999991967029
dilation rates: [[1.0, 1.0], [1.33, 1.57], [1.39, 1.52], [1.3, 2.77], [2.63, 2.74], [2.35, 5.8], [2.77, 2.59], [2.43, 4.78], [2.52, 4.81], [2.23, 7.92], [2.41, 8.92], [4.42, 5.84], [5.67, 13.79]]
epoch: 65
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.27, 1.58], [1.29, 1.28], [1.29, 2.75], [2.68, 2.79], [2.43, 5.81], [2.81, 2.58], [2.48, 4.8], [2.6, 4.77], [2.34, 7.88], [2.36, 8.85], [4.44, 5.8], [5.7, 13.75]]
epoch: 66
loss: 0.9999999922883478
dilation rates: [[1.0, 1.0], [1.39, 1.61], [1.46, 1.42], [1.34, 2.74], [2.7, 2.74], [2.39, 5.84], [2.79, 2.61], [2.44, 4.84], [2.59, 4.81], [2.28, 7.86], [2.35, 8.85], [4.54, 5.86], [5.67, 13.77]]
epoch: 67
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.26, 1.59], [1.38, 1.44], [1.36, 2.73], [2.73, 2.83], [2.48, 5.75], [2.8, 2.57], [2.4, 4.81], [2.56, 4.79], [2.28, 7.9], [2.37, 8.92], [4.54, 5.94], [5.7, 13.78]]
epoch: 68
loss: 0.9999999906817536
dilation rates: [[1.01, 1.01], [1.4, 1.68], [1.42, 1.47], [1.33, 2.71], [2.67, 2.74], [2.46, 5.71], [2.8, 2.63], [2.42, 4.78], [2.58, 4.79], [2.27, 7.92], [2.41, 8.93], [4.49, 5.89], [5.72, 13.79]]
epoch: 69
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.48, 1.75], [1.43, 1.55], [1.31, 2.8], [2.72, 2.86], [2.42, 5.76], [2.8, 2.55], [2.51, 4.75], [2.56, 4.81], [2.3, 7.92], [2.35, 8.95], [4.45, 5.9], [5.72, 13.89]]
epoch: 70
loss: 0.9999999901997754
dilation rates: [[1.0, 1.0], [1.22, 1.6], [1.42, 1.45], [1.32, 2.76], [2.69, 2.85], [2.4, 5.83], [2.79, 2.58], [2.46, 4.81], [2.54, 4.92], [2.27, 7.95], [2.37, 8.91], [4.47, 5.86], [5.65, 13.77]]
epoch: 71
loss: 0.9999999905210942
dilation rates: [[1.0, 1.0], [1.27, 1.58], [1.28, 1.41], [1.31, 2.64], [2.69, 2.79], [2.46, 5.88], [2.81, 2.63], [2.46, 4.81], [2.59, 4.88], [2.26, 8.13], [2.38, 8.96], [4.46, 5.84], [5.66, 13.86]]
epoch: 72
loss: 0.9999999885931812
dilation rates: [[1.0, 1.0], [1.26, 1.54], [1.37, 1.37], [1.26, 2.68], [2.68, 2.76], [2.4, 5.76], [2.81, 2.58], [2.42, 4.88], [2.53, 4.85], [2.25, 8.44], [2.32, 8.96], [4.44, 5.85], [5.64, 13.84]]
epoch: 73
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.4, 1.62], [1.51, 1.46], [1.26, 2.79], [2.71, 2.8], [2.44, 5.79], [2.82, 2.63], [2.44, 4.82], [2.52, 4.81], [2.27, 8.46], [2.31, 8.84], [4.49, 5.86], [5.67, 13.76]]
epoch: 74
loss: 0.9999999922883478
dilation rates: [[1.0, 1.01], [1.32, 1.58], [1.38, 1.41], [1.25, 2.82], [2.64, 2.81], [2.47, 5.9], [2.78, 2.64], [2.46, 4.82], [2.52, 4.83], [2.22, 8.66], [2.38, 8.92], [4.45, 5.84], [5.67, 13.79]]
IOU: [97.08, 75.12, 88.58, 46.93, 42.11, 54.37, 50.29, 61.32, 90.61, 48.68, 92.72, 72.53, 49.8, 90.84, 30.9, 66.57, 49.11, 38.75, 66.16]
mIOU: 63.81, mIOU_reduced: 66.62, accuracy: 93.9
epoch: 75
loss: 0.9999999905210942
dilation rates: [[1.0, 1.0], [1.37, 1.56], [1.28, 1.42], [1.34, 2.74], [2.66, 2.78], [2.41, 5.76], [2.72, 2.62], [2.48, 4.84], [2.54, 4.85], [2.28, 8.71], [2.36, 8.93], [4.47, 5.87], [5.69, 13.85]]
epoch: 76
loss: 0.9999999926096667
dilation rates: [[1.0, 1.0], [1.34, 1.55], [1.42, 1.42], [1.32, 2.81], [2.68, 2.8], [2.43, 5.82], [2.71, 2.64], [2.57, 4.82], [2.59, 4.82], [2.35, 8.64], [2.39, 8.94], [4.53, 5.88], [5.72, 13.84]]
epoch: 77
loss: 0.9999999892358189
dilation rates: [[1.0, 1.0], [1.4, 1.69], [1.46, 1.46], [1.32, 2.77], [2.69, 2.85], [2.47, 5.9], [2.77, 2.69], [2.52, 4.9], [2.55, 4.87], [2.31, 8.72], [2.41, 9.12], [4.55, 5.95], [5.69, 13.85]]
epoch: 78
loss: 0.999999991967029
dilation rates: [[1.0, 1.0], [1.33, 1.57], [1.36, 1.34], [1.24, 2.74], [2.62, 2.78], [2.34, 5.73], [2.73, 2.57], [2.41, 4.82], [2.54, 4.79], [2.27, 8.74], [2.33, 9.27], [4.46, 5.92], [5.66, 13.75]]
epoch: 79
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.28, 1.6], [1.26, 1.37], [1.23, 2.77], [2.64, 2.75], [2.44, 5.8], [2.77, 2.59], [2.44, 4.83], [2.52, 4.81], [2.28, 8.65], [2.37, 9.34], [4.45, 5.87], [5.72, 13.77]]
epoch: 80
loss: 0.9999999918063696
dilation rates: [[1.01, 1.0], [1.47, 1.68], [1.46, 1.53], [1.25, 2.87], [2.66, 2.85], [2.53, 5.84], [2.8, 2.69], [2.43, 4.9], [2.54, 4.88], [2.32, 8.8], [2.42, 9.62], [4.46, 5.87], [5.65, 13.81]]
epoch: 81
loss: 0.9999999921276884
dilation rates: [[1.0, 1.01], [1.35, 1.66], [1.4, 1.39], [1.32, 2.75], [2.73, 2.78], [2.43, 5.84], [2.79, 2.56], [2.45, 4.88], [2.57, 4.87], [2.32, 8.75], [2.37, 9.64], [4.52, 5.91], [5.73, 13.72]]
epoch: 82
loss: 0.9999999927703261
dilation rates: [[1.01, 1.01], [1.26, 1.66], [1.52, 1.44], [1.32, 2.82], [2.67, 2.81], [2.41, 5.88], [2.71, 2.66], [2.46, 4.83], [2.58, 4.89], [2.36, 8.75], [2.4, 9.79], [4.51, 5.89], [5.77, 13.76]]
epoch: 83
loss: 0.9999999910030725
dilation rates: [[1.0, 1.0], [1.34, 1.56], [1.33, 1.45], [1.3, 2.83], [2.68, 2.75], [2.49, 5.81], [2.79, 2.64], [2.43, 4.82], [2.55, 4.91], [2.34, 8.75], [2.32, 9.82], [4.47, 5.94], [5.65, 13.77]]
epoch: 84
loss: 0.9999999929309855
dilation rates: [[1.0, 1.01], [1.23, 1.78], [1.45, 1.39], [1.33, 2.69], [2.64, 2.79], [2.48, 5.91], [2.84, 2.68], [2.46, 4.85], [2.58, 4.96], [2.31, 8.77], [2.34, 9.76], [4.52, 5.93], [5.7, 13.82]]
epoch: 85
loss: 0.9999999918063696
dilation rates: [[1.0, 1.01], [1.4, 1.64], [1.43, 1.43], [1.42, 2.73], [2.7, 2.88], [2.49, 5.84], [2.85, 2.69], [2.5, 4.86], [2.54, 4.88], [2.34, 8.76], [2.43, 9.76], [4.55, 5.97], [5.77, 13.92]]
epoch: 86
loss: 0.9999999929309855
dilation rates: [[1.0, 1.0], [1.25, 1.52], [1.4, 1.37], [1.3, 2.69], [2.74, 2.76], [2.46, 5.77], [2.75, 2.57], [2.38, 4.82], [2.48, 4.89], [2.29, 8.77], [2.41, 9.77], [4.5, 5.95], [5.76, 13.79]]
epoch: 87
loss: 0.9999999930916449
dilation rates: [[1.0, 1.0], [1.36, 1.66], [1.37, 1.41], [1.28, 2.68], [2.69, 2.8], [2.4, 5.92], [2.81, 2.56], [2.46, 4.88], [2.49, 4.88], [2.26, 8.81], [2.32, 9.74], [4.49, 5.96], [5.65, 13.78]]
epoch: 88
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.35, 1.67], [1.35, 1.45], [1.32, 2.71], [2.69, 2.82], [2.53, 5.75], [2.83, 2.55], [2.49, 4.87], [2.5, 4.83], [2.28, 8.75], [2.43, 9.72], [4.46, 5.89], [5.69, 13.72]]
epoch: 89
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.35, 1.65], [1.31, 1.46], [1.26, 2.85], [2.68, 2.86], [2.45, 5.8], [2.76, 2.59], [2.46, 4.85], [2.61, 4.84], [2.29, 8.76], [2.42, 9.8], [4.51, 5.94], [5.69, 13.85]]
epoch: 90
loss: 0.999999991967029
dilation rates: [[1.01, 1.0], [1.4, 1.61], [1.42, 1.37], [1.33, 2.67], [2.7, 2.78], [2.44, 5.84], [2.79, 2.62], [2.39, 4.77], [2.52, 4.84], [2.26, 8.77], [2.34, 9.77], [4.55, 5.9], [5.68, 13.77]]
epoch: 91
loss: 0.9999999924490073
dilation rates: [[1.01, 1.01], [1.36, 1.64], [1.33, 1.4], [1.26, 2.69], [2.65, 2.74], [2.41, 5.77], [2.74, 2.62], [2.44, 4.78], [2.49, 4.84], [2.26, 8.73], [2.3, 9.74], [4.46, 5.9], [5.71, 13.73]]
epoch: 92
loss: 0.9999999905210942
dilation rates: [[1.0, 1.0], [1.26, 1.72], [1.4, 1.39], [1.3, 2.82], [2.67, 2.82], [2.45, 5.91], [2.82, 2.57], [2.51, 4.84], [2.52, 4.85], [2.32, 8.69], [2.3, 9.74], [4.53, 5.91], [5.74, 13.76]]
epoch: 93
loss: 0.9999999935736232
dilation rates: [[1.0, 1.01], [1.25, 1.69], [1.38, 1.33], [1.32, 2.67], [2.62, 2.82], [2.38, 5.91], [2.78, 2.56], [2.42, 4.78], [2.41, 4.86], [2.26, 8.73], [2.33, 9.77], [4.47, 5.94], [5.58, 13.8]]
epoch: 94
loss: 0.9999999927703261
dilation rates: [[1.0, 1.0], [1.36, 1.72], [1.51, 1.41], [1.2, 2.73], [2.69, 2.8], [2.45, 5.85], [2.75, 2.57], [2.39, 4.79], [2.42, 4.84], [2.26, 8.77], [2.29, 9.8], [4.53, 5.94], [5.65, 13.88]]
epoch: 95
loss: 0.9999999918063696
dilation rates: [[1.0, 1.01], [1.37, 1.62], [1.41, 1.44], [1.25, 2.75], [2.68, 2.78], [2.49, 5.84], [2.81, 2.56], [2.47, 4.76], [2.5, 4.83], [2.3, 8.78], [2.33, 9.82], [4.5, 5.93], [5.72, 13.77]]
epoch: 96
loss: 0.9999999906817536
dilation rates: [[1.0, 1.0], [1.33, 1.54], [1.41, 1.4], [1.23, 2.73], [2.66, 2.75], [2.45, 5.85], [2.76, 2.63], [2.51, 4.86], [2.52, 4.87], [2.28, 8.77], [2.34, 9.88], [4.46, 5.91], [5.65, 13.75]]
epoch: 97
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.31, 1.73], [1.46, 1.26], [1.29, 2.73], [2.67, 2.81], [2.47, 5.82], [2.77, 2.56], [2.41, 4.84], [2.52, 4.94], [2.31, 8.73], [2.34, 9.84], [4.47, 5.9], [5.7, 13.76]]
epoch: 98
loss: 0.9999999930916449
dilation rates: [[1.0, 1.0], [1.34, 1.67], [1.36, 1.42], [1.27, 2.81], [2.67, 2.75], [2.49, 5.86], [2.79, 2.63], [2.48, 4.89], [2.5, 4.91], [2.3, 8.82], [2.28, 9.82], [4.47, 5.89], [5.65, 13.79]]
epoch: 99
loss: 0.9999999926096667
dilation rates: [[1.0, 1.0], [1.3, 1.51], [1.39, 1.33], [1.24, 2.74], [2.65, 2.77], [2.46, 5.85], [2.75, 2.59], [2.45, 4.88], [2.51, 4.88], [2.28, 8.75], [2.38, 9.77], [4.46, 5.88], [5.69, 13.78]]
IOU: [97.34, 78.66, 89.77, 43.32, 50.97, 56.61, 58.04, 69.57, 91.01, 56.57, 93.58, 73.83, 49.74, 91.99, 58.66, 68.23, 62.89, 44.11, 68.67]
mIOU: 68.61, mIOU_reduced: 69.61, accuracy: 94.6
epoch: 100
loss: 0.9999999927703261
dilation rates: [[1.0, 1.0], [1.4, 1.61], [1.43, 1.42], [1.2, 2.76], [2.61, 2.73], [2.45, 5.77], [2.78, 2.63], [2.4, 4.82], [2.47, 4.84], [2.24, 8.72], [2.31, 9.82], [4.44, 5.86], [5.65, 13.75]]
epoch: 101
loss: 0.9999999927703261
dilation rates: [[1.01, 1.0], [1.33, 1.62], [1.29, 1.37], [1.19, 2.81], [2.63, 2.74], [2.45, 5.93], [2.73, 2.6], [2.4, 4.84], [2.47, 4.89], [2.29, 8.81], [2.34, 9.85], [4.44, 5.91], [5.59, 13.78]]
epoch: 102
loss: 0.9999999935736232
dilation rates: [[1.0, 1.0], [1.41, 1.66], [1.44, 1.33], [1.19, 2.65], [2.66, 2.78], [2.45, 5.83], [2.71, 2.57], [2.46, 4.84], [2.48, 4.8], [2.25, 8.8], [2.33, 9.8], [4.5, 5.9], [5.68, 13.74]]
epoch: 103
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.35, 1.68], [1.43, 1.43], [1.22, 2.8], [2.71, 2.77], [2.5, 5.92], [2.84, 2.67], [2.54, 4.87], [2.45, 4.81], [2.3, 8.78], [2.37, 9.8], [4.47, 5.89], [5.68, 13.77]]
epoch: 104
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.33, 1.55], [1.3, 1.38], [1.27, 2.73], [2.63, 2.72], [2.41, 5.8], [2.76, 2.57], [2.5, 4.83], [2.47, 4.78], [2.28, 8.75], [2.32, 9.79], [4.47, 5.85], [5.67, 13.73]]
epoch: 105
loss: 0.9999999921276884
dilation rates: [[1.01, 1.0], [1.4, 1.64], [1.44, 1.39], [1.34, 2.7], [2.69, 2.76], [2.47, 5.72], [2.72, 2.49], [2.45, 4.85], [2.47, 4.8], [2.33, 8.75], [2.4, 9.79], [4.49, 5.92], [5.68, 13.78]]
epoch: 106
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.33, 1.67], [1.37, 1.37], [1.28, 2.71], [2.73, 2.79], [2.47, 5.95], [2.77, 2.59], [2.52, 4.83], [2.55, 4.81], [2.33, 8.83], [2.34, 9.81], [4.51, 6.15], [5.65, 13.79]]
epoch: 107
loss: 0.9999999914850507
dilation rates: [[1.01, 1.01], [1.33, 1.69], [1.5, 1.44], [1.26, 2.79], [2.75, 2.81], [2.52, 5.87], [2.83, 2.6], [2.44, 4.84], [2.49, 4.88], [2.23, 8.82], [2.37, 9.84], [4.45, 6.41], [5.78, 13.86]]
epoch: 108
loss: 0.9999999929309855
dilation rates: [[1.01, 1.0], [1.33, 1.64], [1.41, 1.36], [1.26, 2.81], [2.74, 2.8], [2.47, 5.8], [2.78, 2.55], [2.46, 4.8], [2.52, 4.81], [2.3, 8.8], [2.4, 9.8], [4.38, 6.54], [5.63, 13.84]]
epoch: 109
loss: 0.9999999938949421
dilation rates: [[1.0, 1.0], [1.32, 1.61], [1.42, 1.43], [1.2, 2.65], [2.61, 2.8], [2.5, 5.86], [2.71, 2.64], [2.46, 4.76], [2.5, 4.83], [2.25, 8.88], [2.33, 9.81], [4.43, 6.66], [5.72, 13.81]]
epoch: 110
loss: 0.9999999910030725
dilation rates: [[1.0, 1.0], [1.45, 1.69], [1.41, 1.35], [1.31, 2.7], [2.59, 2.73], [2.41, 5.77], [2.7, 2.55], [2.47, 4.81], [2.48, 4.78], [2.23, 8.83], [2.29, 9.77], [4.41, 6.71], [5.64, 13.73]]
epoch: 111
loss: 0.9999999930916449
dilation rates: [[1.0, 1.01], [1.4, 1.68], [1.44, 1.46], [1.37, 2.78], [2.65, 2.8], [2.47, 5.81], [2.78, 2.62], [2.49, 4.88], [2.5, 4.76], [2.3, 8.74], [2.29, 9.76], [4.51, 6.65], [5.71, 13.75]]
epoch: 112
loss: 0.9999999910030725
dilation rates: [[1.0, 1.01], [1.53, 1.79], [1.44, 1.52], [1.33, 2.71], [2.7, 2.83], [2.43, 5.91], [2.74, 2.61], [2.46, 4.83], [2.51, 4.81], [2.31, 8.75], [2.34, 9.8], [4.49, 6.69], [5.65, 13.7]]
epoch: 113
loss: 0.9999999934129638
dilation rates: [[1.0, 1.0], [1.34, 1.63], [1.51, 1.44], [1.35, 2.85], [2.67, 2.88], [2.52, 5.91], [2.78, 2.62], [2.46, 4.84], [2.49, 4.87], [2.33, 8.81], [2.42, 9.88], [4.56, 6.82], [5.72, 13.86]]
epoch: 114
loss: 0.9999999924490073
dilation rates: [[1.0, 1.0], [1.4, 1.72], [1.26, 1.36], [1.28, 2.76], [2.7, 2.81], [2.47, 5.88], [2.79, 2.66], [2.53, 4.87], [2.47, 4.77], [2.31, 8.79], [2.37, 9.88], [4.54, 6.77], [5.66, 13.85]]
epoch: 115
loss: 0.9999999938949421
dilation rates: [[1.01, 1.01], [1.44, 1.69], [1.4, 1.46], [1.28, 2.7], [2.75, 2.75], [2.48, 5.79], [2.82, 2.57], [2.48, 4.89], [2.52, 4.85], [2.35, 8.83], [2.36, 9.85], [4.56, 6.77], [5.65, 13.79]]
epoch: 116
loss: 0.9999999910030725
dilation rates: [[1.0, 1.01], [1.48, 1.72], [1.37, 1.47], [1.28, 2.75], [2.67, 2.74], [2.53, 5.75], [2.79, 2.65], [2.47, 4.83], [2.47, 4.82], [2.29, 8.85], [2.32, 9.79], [4.53, 6.82], [5.71, 13.83]]
epoch: 117
loss: 0.9999999927703261
dilation rates: [[1.0, 0.99], [1.25, 1.65], [1.36, 1.39], [1.19, 2.76], [2.77, 2.86], [2.51, 5.93], [2.78, 2.63], [2.5, 4.87], [2.48, 4.82], [2.34, 8.84], [2.31, 9.86], [4.44, 6.83], [5.7, 13.76]]
epoch: 118
loss: 0.9999999922883478
dilation rates: [[1.0, 1.0], [1.37, 1.66], [1.36, 1.4], [1.28, 2.75], [2.63, 2.78], [2.49, 5.82], [2.66, 2.54], [2.37, 4.81], [2.43, 4.8], [2.26, 8.82], [2.29, 9.85], [4.44, 6.77], [5.57, 13.75]]
epoch: 119
loss: 0.9999999903604349
dilation rates: [[1.0, 1.0], [1.29, 1.73], [1.43, 1.38], [1.19, 2.67], [2.65, 2.74], [2.46, 5.76], [2.65, 2.61], [2.46, 4.83], [2.51, 4.87], [2.23, 8.82], [2.33, 9.79], [4.4, 6.78], [5.64, 13.77]]
epoch: 120
loss: 0.9999999924490073
dilation rates: [[1.0, 1.0], [1.47, 1.68], [1.44, 1.26], [1.36, 2.74], [2.67, 2.78], [2.44, 5.77], [2.66, 2.55], [2.46, 4.83], [2.47, 4.77], [2.35, 8.72], [2.38, 9.76], [4.45, 6.78], [5.62, 13.77]]
epoch: 121
loss: 0.9999999930916449
dilation rates: [[1.0, 1.0], [1.3, 1.61], [1.43, 1.4], [1.25, 2.71], [2.64, 2.74], [2.44, 5.83], [2.7, 2.64], [2.5, 4.87], [2.45, 4.83], [2.25, 8.77], [2.34, 9.83], [4.5, 6.78], [5.72, 13.77]]
epoch: 122
loss: 0.9999999934129638
dilation rates: [[1.0, 1.0], [1.32, 1.6], [1.35, 1.4], [1.27, 2.78], [2.65, 2.84], [2.46, 5.87], [2.73, 2.52], [2.44, 4.75], [2.5, 4.8], [2.28, 8.78], [2.36, 9.8], [4.49, 6.79], [5.63, 13.77]]
epoch: 123
loss: 0.999999990039116
dilation rates: [[1.0, 1.0], [1.39, 1.53], [1.38, 1.34], [1.28, 2.85], [2.7, 2.78], [2.44, 5.87], [2.74, 2.51], [2.45, 4.86], [2.48, 4.9], [2.32, 8.79], [2.34, 9.87], [4.56, 6.86], [5.72, 13.8]]
epoch: 124
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.39, 1.65], [1.31, 1.41], [1.3, 2.68], [2.66, 2.84], [2.46, 5.86], [2.68, 2.57], [2.43, 4.84], [2.42, 4.9], [2.28, 8.83], [2.33, 9.87], [4.51, 6.82], [5.73, 13.85]]
IOU: [97.39, 79.0, 89.58, 39.88, 48.41, 55.44, 58.01, 68.05, 90.39, 53.43, 93.86, 73.91, 47.37, 91.71, 47.62, 52.08, 25.8, 40.77, 68.54]
mIOU: 64.28, mIOU_reduced: 68.48, accuracy: 94.25
epoch: 125
loss: 0.9999999910030725
dilation rates: [[1.0, 1.0], [1.28, 1.54], [1.3, 1.46], [1.21, 2.7], [2.71, 2.66], [2.46, 5.82], [2.73, 2.62], [2.48, 4.83], [2.53, 4.84], [2.27, 8.78], [2.33, 9.83], [4.48, 6.83], [5.69, 13.7]]
epoch: 126
loss: 0.9999999924490073
dilation rates: [[1.0, 1.0], [1.25, 1.59], [1.41, 1.35], [1.24, 2.74], [2.67, 2.74], [2.46, 5.8], [2.78, 2.58], [2.38, 4.78], [2.45, 4.85], [2.24, 8.78], [2.35, 9.84], [4.44, 6.8], [5.62, 13.74]]
epoch: 127
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.33, 1.58], [1.36, 1.47], [1.19, 2.74], [2.67, 2.79], [2.53, 5.83], [2.71, 2.65], [2.41, 4.84], [2.45, 4.88], [2.29, 8.85], [2.4, 9.85], [4.5, 6.82], [5.7, 13.7]]
epoch: 128
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.34, 1.49], [1.39, 1.48], [1.24, 2.89], [2.7, 2.79], [2.46, 5.7], [2.71, 2.56], [2.39, 4.77], [2.46, 4.8], [2.25, 8.78], [2.35, 9.83], [4.49, 6.81], [5.66, 13.74]]
epoch: 129
loss: 0.999999991967029
dilation rates: [[1.0, 1.0], [1.46, 1.64], [1.27, 1.36], [1.25, 2.69], [2.66, 2.72], [2.5, 5.8], [2.72, 2.65], [2.5, 4.9], [2.47, 4.92], [2.34, 8.84], [2.32, 9.83], [4.56, 6.89], [5.75, 13.78]]
epoch: 130
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.46, 1.69], [1.43, 1.49], [1.32, 2.62], [2.67, 2.67], [2.41, 5.78], [2.7, 2.52], [2.49, 4.8], [2.46, 4.84], [2.26, 8.83], [2.32, 9.82], [4.39, 6.79], [5.68, 13.81]]
epoch: 131
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.34, 1.62], [1.39, 1.48], [1.29, 2.69], [2.66, 2.83], [2.53, 5.75], [2.72, 2.57], [2.49, 4.8], [2.47, 4.83], [2.36, 8.88], [2.37, 9.78], [4.47, 6.75], [5.69, 13.71]]
epoch: 132
loss: 0.9999999922883478
dilation rates: [[1.0, 1.0], [1.35, 1.78], [1.43, 1.4], [1.23, 2.75], [2.69, 2.8], [2.55, 5.82], [2.71, 2.53], [2.51, 4.88], [2.47, 4.84], [2.25, 8.86], [2.3, 9.84], [4.41, 6.81], [5.63, 13.79]]
epoch: 133
loss: 0.999999991967029
dilation rates: [[1.0, 1.0], [1.33, 1.64], [1.37, 1.42], [1.23, 2.77], [2.63, 2.74], [2.52, 5.83], [2.72, 2.58], [2.44, 4.82], [2.45, 4.78], [2.3, 8.87], [2.36, 9.82], [4.39, 6.8], [5.64, 13.7]]
epoch: 134
loss: 0.9999999938949421
dilation rates: [[1.0, 1.0], [1.34, 1.7], [1.32, 1.39], [1.21, 2.61], [2.65, 2.77], [2.45, 5.87], [2.7, 2.6], [2.4, 4.79], [2.44, 4.8], [2.26, 8.86], [2.31, 9.82], [4.44, 6.86], [5.59, 13.73]]
epoch: 135
loss: 0.9999999927703261
dilation rates: [[1.0, 1.0], [1.29, 1.63], [1.44, 1.33], [1.29, 2.66], [2.82, 2.79], [2.43, 5.94], [2.76, 2.72], [2.53, 4.87], [2.49, 4.96], [2.36, 8.87], [2.32, 9.87], [4.43, 6.87], [5.63, 13.81]]
epoch: 136
loss: 0.9999999926096667
dilation rates: [[1.0, 1.0], [1.31, 1.58], [1.44, 1.39], [1.29, 2.69], [2.77, 2.69], [2.46, 5.86], [2.67, 2.59], [2.45, 4.85], [2.49, 4.9], [2.24, 8.85], [2.34, 9.88], [4.43, 6.87], [5.62, 13.8]]
epoch: 137
loss: 0.999999991967029
dilation rates: [[0.99, 1.0], [1.24, 1.63], [1.38, 1.43], [1.25, 2.74], [2.74, 2.85], [2.48, 5.83], [2.72, 2.62], [2.48, 4.8], [2.49, 4.86], [2.27, 8.82], [2.36, 9.86], [4.45, 6.86], [5.63, 13.69]]
epoch: 138
loss: 0.9999999927703261
dilation rates: [[1.0, 1.0], [1.39, 1.59], [1.36, 1.33], [1.25, 2.66], [2.73, 2.8], [2.44, 5.75], [2.74, 2.51], [2.49, 4.77], [2.47, 4.85], [2.29, 8.83], [2.26, 9.85], [4.44, 6.81], [5.63, 13.64]]
epoch: 139
loss: 0.999999991163732
dilation rates: [[1.01, 1.01], [1.42, 1.61], [1.35, 1.32], [1.17, 2.7], [2.66, 2.68], [2.5, 5.85], [2.7, 2.55], [2.49, 4.82], [2.4, 4.79], [2.33, 8.77], [2.36, 9.79], [4.4, 6.79], [5.58, 13.71]]
epoch: 140
loss: 0.9999999927703261
dilation rates: [[1.0, 1.0], [1.34, 1.69], [1.4, 1.36], [1.22, 2.82], [2.7, 2.71], [2.52, 5.8], [2.71, 2.61], [2.5, 4.83], [2.5, 4.79], [2.31, 8.73], [2.39, 9.77], [4.5, 6.81], [5.7, 13.72]]
epoch: 141
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.33, 1.59], [1.35, 1.41], [1.32, 2.68], [2.68, 2.79], [2.54, 5.86], [2.7, 2.59], [2.44, 4.82], [2.45, 4.79], [2.24, 8.8], [2.31, 9.79], [4.44, 6.81], [5.63, 13.73]]
epoch: 142
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.43, 1.64], [1.35, 1.46], [1.22, 2.66], [2.68, 2.82], [2.45, 5.83], [2.72, 2.56], [2.48, 4.82], [2.44, 4.82], [2.26, 8.8], [2.34, 9.8], [4.5, 6.81], [5.65, 13.78]]
epoch: 143
loss: 0.9999999908424131
dilation rates: [[1.0, 1.01], [1.3, 1.62], [1.35, 1.38], [1.18, 2.72], [2.65, 2.72], [2.47, 5.77], [2.66, 2.63], [2.4, 4.77], [2.47, 4.73], [2.25, 8.79], [2.3, 9.76], [4.49, 6.8], [5.67, 13.73]]
epoch: 144
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.44, 1.65], [1.39, 1.43], [1.23, 2.65], [2.66, 2.78], [2.49, 5.83], [2.73, 2.54], [2.47, 4.82], [2.49, 4.8], [2.28, 8.74], [2.34, 9.86], [4.52, 6.83], [5.65, 13.72]]
epoch: 145
loss: 0.9999999940556015
dilation rates: [[1.0, 1.0], [1.36, 1.59], [1.32, 1.36], [1.23, 2.64], [2.67, 2.71], [2.48, 6.22], [2.69, 2.57], [2.44, 4.79], [2.47, 4.8], [2.25, 8.79], [2.32, 9.83], [4.42, 6.81], [5.62, 13.7]]
epoch: 146
loss: 0.9999999927703261
dilation rates: [[1.0, 1.0], [1.5, 1.74], [1.42, 1.55], [1.32, 2.72], [2.67, 2.83], [2.51, 6.48], [2.76, 2.61], [2.49, 4.82], [2.49, 4.79], [2.35, 8.81], [2.39, 9.9], [4.43, 6.78], [5.7, 13.8]]
epoch: 147
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.37, 1.6], [1.32, 1.39], [1.28, 2.66], [2.62, 2.76], [2.4, 6.63], [2.7, 2.55], [2.47, 4.85], [2.46, 4.79], [2.27, 8.82], [2.3, 9.91], [4.46, 6.83], [5.64, 13.8]]
epoch: 148
loss: 0.9999999934129638
dilation rates: [[1.0, 1.01], [1.38, 1.66], [1.42, 1.44], [1.3, 2.73], [2.69, 2.82], [2.43, 6.56], [2.76, 2.56], [2.46, 4.87], [2.54, 4.85], [2.32, 8.81], [2.34, 9.83], [4.47, 6.84], [5.68, 13.83]]
epoch: 149
loss: 0.9999999937342826
dilation rates: [[1.0, 1.0], [1.37, 1.67], [1.4, 1.43], [1.36, 2.66], [2.74, 2.83], [2.5, 6.55], [2.63, 2.57], [2.49, 4.79], [2.48, 4.87], [2.3, 8.9], [2.3, 9.89], [4.44, 6.85], [5.6, 13.75]]
IOU: [97.37, 80.14, 90.69, 49.44, 48.44, 57.76, 59.48, 69.8, 91.23, 59.22, 94.13, 75.9, 48.26, 92.77, 68.21, 46.9, 35.26, 43.25, 69.31]
mIOU: 67.24, mIOU_reduced: 70.45, accuracy: 94.78
epoch: 150
loss: 0.9999999930916449
dilation rates: [[1.01, 1.01], [1.44, 1.61], [1.31, 1.4], [1.26, 2.73], [2.61, 2.78], [2.44, 6.54], [2.69, 2.49], [2.43, 4.85], [2.42, 4.84], [2.27, 8.85], [2.36, 9.84], [4.47, 6.82], [5.64, 13.73]]
epoch: 151
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.39, 1.71], [1.36, 1.46], [1.22, 2.76], [2.67, 2.81], [2.46, 6.61], [2.71, 2.56], [2.49, 4.85], [2.45, 4.92], [2.3, 8.83], [2.32, 9.98], [4.48, 6.9], [5.66, 13.79]]
epoch: 152
loss: 0.9999999938949421
dilation rates: [[1.0, 1.0], [1.35, 1.68], [1.42, 1.51], [1.23, 2.78], [2.62, 2.79], [2.41, 6.69], [2.62, 2.56], [2.46, 4.82], [2.44, 4.89], [2.29, 8.83], [2.32, 10.34], [4.4, 6.88], [5.65, 13.87]]
epoch: 153
loss: 0.999999991967029
dilation rates: [[1.0, 1.0], [1.37, 1.72], [1.43, 1.49], [1.27, 2.71], [2.73, 2.75], [2.53, 6.59], [2.74, 2.58], [2.5, 4.82], [2.47, 4.89], [2.32, 8.85], [2.35, 10.5], [4.51, 6.9], [5.64, 13.81]]
epoch: 154
loss: 0.9999999927703261
dilation rates: [[1.0, 1.0], [1.35, 1.66], [1.37, 1.44], [1.17, 2.65], [2.68, 2.81], [2.51, 6.61], [2.71, 2.6], [2.46, 4.82], [2.51, 4.88], [2.3, 8.82], [2.37, 10.6], [4.48, 6.89], [5.66, 13.88]]
epoch: 155
loss: 0.9999999901997754
dilation rates: [[1.0, 1.0], [1.31, 1.71], [1.46, 1.42], [1.17, 2.78], [2.67, 2.72], [2.51, 6.7], [2.68, 2.57], [2.54, 4.85], [2.48, 4.84], [2.28, 8.82], [2.37, 10.64], [4.5, 6.9], [5.68, 13.74]]
epoch: 156
loss: 0.9999999921276884
dilation rates: [[1.01, 1.0], [1.36, 1.59], [1.38, 1.4], [1.22, 2.8], [2.75, 2.86], [2.47, 6.69], [2.79, 2.61], [2.48, 4.91], [2.51, 4.85], [2.36, 8.88], [2.35, 10.67], [4.52, 6.92], [5.68, 13.76]]
epoch: 157
loss: 0.9999999903604349
dilation rates: [[1.0, 1.0], [1.38, 1.65], [1.41, 1.33], [1.27, 2.74], [2.68, 2.77], [2.49, 6.64], [2.68, 2.53], [2.52, 4.83], [2.45, 4.88], [2.38, 8.87], [2.36, 10.72], [4.49, 6.98], [5.69, 13.8]]
epoch: 158
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.39, 1.6], [1.27, 1.4], [1.2, 2.67], [2.67, 2.76], [2.48, 6.54], [2.64, 2.54], [2.5, 4.81], [2.49, 4.87], [2.35, 8.89], [2.33, 10.67], [4.47, 6.9], [5.62, 13.8]]
epoch: 159
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.3, 1.66], [1.34, 1.41], [1.31, 2.77], [2.65, 2.71], [2.53, 6.62], [2.62, 2.55], [2.53, 4.77], [2.41, 4.84], [2.3, 8.87], [2.33, 10.67], [4.43, 6.87], [5.63, 13.7]]
epoch: 160
loss: 0.9999999935736232
dilation rates: [[1.0, 1.0], [1.38, 1.53], [1.29, 1.45], [1.25, 2.72], [2.6, 2.75], [2.5, 6.51], [2.76, 2.62], [2.42, 4.79], [2.43, 4.76], [2.26, 8.8], [2.33, 10.74], [4.42, 6.83], [5.63, 13.81]]
epoch: 161
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.21, 1.62], [1.29, 1.37], [1.3, 2.59], [2.71, 2.67], [2.54, 6.68], [2.68, 2.6], [2.52, 4.89], [2.44, 4.84], [2.37, 8.91], [2.42, 10.83], [4.5, 6.88], [5.67, 13.85]]
epoch: 162
loss: 0.999999991967029
dilation rates: [[1.0, 1.01], [1.37, 1.7], [1.37, 1.45], [1.31, 2.73], [2.73, 2.67], [2.48, 6.72], [2.75, 2.6], [2.46, 4.79], [2.46, 4.85], [2.38, 8.89], [2.34, 10.78], [4.47, 6.92], [5.67, 13.81]]
epoch: 163
loss: 0.9999999926096667
dilation rates: [[1.0, 1.01], [1.44, 1.64], [1.34, 1.42], [1.24, 2.81], [2.74, 2.82], [2.5, 6.74], [2.72, 2.6], [2.48, 4.82], [2.45, 4.87], [2.29, 8.88], [2.37, 10.73], [4.47, 6.89], [5.64, 13.8]]
epoch: 164
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.32, 1.64], [1.32, 1.48], [1.21, 2.76], [2.71, 2.77], [2.42, 6.67], [2.77, 2.54], [2.46, 4.89], [2.49, 4.81], [2.36, 8.92], [2.37, 10.78], [4.48, 6.87], [5.65, 13.88]]
epoch: 165
loss: 0.9999999908424131
dilation rates: [[1.0, 1.0], [1.26, 1.65], [1.38, 1.36], [1.15, 2.71], [2.62, 2.78], [2.47, 6.74], [2.76, 2.59], [2.52, 4.88], [2.56, 4.82], [2.31, 8.88], [2.36, 10.73], [4.54, 6.93], [5.69, 13.8]]
epoch: 166
loss: 0.9999999906817536
dilation rates: [[1.0, 1.0], [1.38, 1.65], [1.4, 1.41], [1.28, 2.73], [2.67, 2.73], [2.44, 6.66], [2.74, 2.58], [2.46, 4.86], [2.48, 4.8], [2.37, 8.9], [2.37, 10.74], [4.47, 6.88], [5.66, 13.71]]
epoch: 167
loss: 0.9999999913243913
dilation rates: [[1.0, 0.99], [1.32, 1.7], [1.39, 1.46], [1.21, 2.71], [2.69, 2.75], [2.49, 6.61], [2.69, 2.59], [2.51, 4.81], [2.46, 4.78], [2.31, 8.83], [2.39, 10.74], [4.47, 6.85], [5.66, 13.75]]
epoch: 168
loss: 0.9999999926096667
dilation rates: [[1.01, 1.01], [1.38, 1.65], [1.31, 1.42], [1.27, 2.74], [2.6, 2.74], [2.37, 6.61], [2.63, 2.59], [2.47, 4.81], [2.42, 4.86], [2.32, 8.82], [2.35, 10.67], [4.44, 6.83], [5.62, 13.75]]
epoch: 169
loss: 0.9999999924490073
dilation rates: [[1.0, 1.0], [1.34, 1.64], [1.35, 1.43], [1.3, 2.75], [2.68, 2.74], [2.52, 6.72], [2.65, 2.58], [2.5, 4.83], [2.45, 4.86], [2.29, 8.78], [2.39, 10.62], [4.45, 6.84], [5.61, 13.73]]
epoch: 170
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.35, 1.67], [1.41, 1.4], [1.25, 2.85], [2.68, 2.74], [2.47, 6.68], [2.68, 2.52], [2.54, 4.8], [2.45, 4.85], [2.37, 8.74], [2.32, 10.68], [4.42, 6.82], [5.63, 13.83]]
epoch: 171
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.3, 1.68], [1.38, 1.55], [1.23, 2.68], [2.63, 2.73], [2.44, 6.67], [2.7, 2.58], [2.48, 4.76], [2.47, 4.84], [2.36, 8.78], [2.41, 10.7], [4.44, 6.84], [5.61, 13.75]]
epoch: 172
loss: 0.9999999922883478
dilation rates: [[1.01, 1.01], [1.28, 1.7], [1.26, 1.44], [1.25, 2.78], [2.67, 2.74], [2.44, 6.63], [2.71, 2.62], [2.46, 4.71], [2.46, 4.81], [2.36, 8.82], [2.38, 10.62], [4.49, 6.82], [5.63, 13.75]]
epoch: 173
loss: 0.9999999908424131
dilation rates: [[1.0, 1.0], [1.43, 1.67], [1.38, 1.44], [1.29, 2.72], [2.62, 2.75], [2.43, 6.66], [2.71, 2.58], [2.48, 4.77], [2.44, 4.83], [2.33, 8.79], [2.35, 10.57], [4.42, 6.78], [5.54, 13.72]]
epoch: 174
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.41, 1.68], [1.38, 1.41], [1.19, 2.66], [2.64, 2.77], [2.47, 6.64], [2.63, 2.56], [2.48, 4.82], [2.41, 4.87], [2.28, 8.88], [2.24, 10.6], [4.38, 6.81], [5.58, 13.72]]
IOU: [97.55, 78.85, 90.96, 54.82, 52.55, 57.29, 58.24, 70.94, 91.41, 51.68, 94.12, 76.51, 54.75, 92.61, 53.82, 68.2, 32.69, 30.16, 69.71]
mIOU: 67.2, mIOU_reduced: 70.13, accuracy: 94.9
epoch: 175
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.41, 1.64], [1.43, 1.44], [1.3, 2.66], [2.68, 2.74], [2.53, 6.73], [2.75, 2.65], [2.55, 4.81], [2.49, 4.84], [2.32, 8.91], [2.43, 10.72], [4.42, 6.85], [5.7, 13.77]]
epoch: 176
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.24, 1.58], [1.29, 1.29], [1.14, 2.66], [2.67, 2.73], [2.52, 6.66], [2.73, 2.58], [2.46, 4.78], [2.43, 4.8], [2.27, 8.88], [2.29, 10.7], [4.43, 6.85], [5.67, 13.8]]
epoch: 177
loss: 0.9999999943769203
dilation rates: [[1.0, 1.0], [1.3, 1.56], [1.41, 1.36], [1.25, 2.76], [2.65, 2.71], [2.47, 6.68], [2.73, 2.53], [2.46, 4.88], [2.49, 4.76], [2.36, 8.89], [2.36, 10.68], [4.46, 6.84], [5.67, 13.73]]
epoch: 178
loss: 0.9999999926096667
dilation rates: [[1.0, 1.0], [1.39, 1.54], [1.31, 1.37], [1.29, 2.85], [2.75, 2.77], [2.55, 6.71], [2.74, 2.65], [2.52, 4.98], [2.52, 4.86], [2.35, 8.85], [2.38, 10.75], [4.51, 6.86], [5.63, 13.82]]
epoch: 179
loss: 0.9999999913243913
dilation rates: [[1.0, 1.01], [1.47, 1.75], [1.51, 1.56], [1.28, 2.92], [2.82, 2.83], [2.52, 6.72], [2.78, 2.7], [2.58, 5.3], [2.51, 4.86], [2.41, 8.85], [2.43, 10.79], [4.5, 6.89], [5.69, 13.89]]
epoch: 180
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.41, 1.69], [1.42, 1.36], [1.3, 2.75], [2.68, 2.8], [2.48, 6.74], [2.75, 2.65], [2.52, 5.46], [2.47, 4.79], [2.34, 8.9], [2.35, 10.77], [4.41, 6.85], [5.6, 13.78]]
epoch: 181
loss: 0.9999999930916449
dilation rates: [[1.01, 1.01], [1.38, 1.73], [1.41, 1.42], [1.33, 2.7], [2.66, 2.76], [2.53, 6.7], [2.71, 2.57], [2.56, 5.47], [2.43, 4.88], [2.31, 8.84], [2.31, 10.72], [4.48, 6.87], [5.66, 13.72]]
epoch: 182
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.37, 1.54], [1.4, 1.48], [1.23, 2.75], [2.69, 2.8], [2.51, 6.61], [2.69, 2.65], [2.47, 5.51], [2.52, 4.84], [2.27, 8.84], [2.35, 10.7], [4.47, 6.86], [5.56, 13.7]]
epoch: 183
loss: 0.9999999932523044
dilation rates: [[1.0, 1.0], [1.34, 1.69], [1.43, 1.49], [1.27, 2.75], [2.8, 2.92], [2.55, 6.65], [2.68, 2.61], [2.57, 5.57], [2.55, 4.89], [2.29, 8.81], [2.37, 10.7], [4.5, 6.86], [5.65, 13.78]]
epoch: 184
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.37, 1.73], [1.4, 1.45], [1.19, 2.7], [2.63, 2.74], [2.53, 6.56], [2.69, 2.57], [2.46, 5.5], [2.41, 4.79], [2.38, 8.77], [2.37, 10.71], [4.41, 6.79], [5.62, 13.72]]
epoch: 185
loss: 0.9999999924490073
dilation rates: [[1.0, 1.0], [1.35, 1.55], [1.35, 1.4], [1.23, 2.67], [2.67, 2.81], [2.42, 6.58], [2.74, 2.62], [2.52, 5.48], [2.4, 4.77], [2.34, 8.84], [2.33, 10.74], [4.44, 6.85], [5.63, 13.77]]
epoch: 186
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.38, 1.64], [1.42, 1.41], [1.21, 2.73], [2.66, 2.77], [2.59, 6.82], [2.65, 2.61], [2.47, 5.63], [2.51, 4.8], [2.38, 8.89], [2.38, 10.73], [4.46, 6.88], [5.57, 13.72]]
epoch: 187
loss: 0.999999991163732
dilation rates: [[1.01, 1.01], [1.4, 1.72], [1.37, 1.42], [1.25, 2.75], [2.72, 2.84], [2.61, 6.75], [2.7, 2.64], [2.48, 5.56], [2.45, 4.82], [2.36, 8.9], [2.37, 10.74], [4.48, 6.87], [5.63, 13.76]]
epoch: 188
loss: 0.9999999898784565
dilation rates: [[1.0, 1.0], [1.3, 1.69], [1.31, 1.46], [1.27, 2.7], [2.64, 2.86], [2.43, 6.69], [2.7, 2.61], [2.49, 5.56], [2.45, 4.82], [2.34, 8.87], [2.32, 10.75], [4.51, 6.96], [5.64, 13.83]]
epoch: 189
loss: 0.9999999893964783
dilation rates: [[1.0, 1.0], [1.42, 1.71], [1.48, 1.41], [1.26, 2.72], [2.68, 2.81], [2.48, 6.62], [2.71, 2.59], [2.5, 5.61], [2.45, 4.83], [2.35, 8.92], [2.39, 10.74], [4.52, 6.92], [5.61, 13.75]]
epoch: 190
loss: 0.999999991967029
dilation rates: [[1.0, 1.0], [1.33, 1.66], [1.47, 1.36], [1.18, 2.77], [2.76, 2.86], [2.54, 6.66], [2.72, 2.58], [2.41, 5.61], [2.46, 4.84], [2.3, 8.9], [2.35, 10.78], [4.45, 6.93], [5.6, 13.74]]
epoch: 191
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.39, 1.66], [1.33, 1.51], [1.28, 2.7], [2.65, 2.84], [2.5, 6.68], [2.72, 2.56], [2.46, 5.55], [2.45, 4.76], [2.27, 8.87], [2.39, 10.79], [4.43, 6.93], [5.55, 13.72]]
epoch: 192
loss: 0.9999999918063696
dilation rates: [[1.0, 1.01], [1.29, 1.59], [1.38, 1.43], [1.26, 2.73], [2.63, 2.76], [2.47, 6.71], [2.7, 2.51], [2.44, 5.49], [2.43, 4.72], [2.29, 8.86], [2.35, 10.71], [4.4, 6.87], [5.54, 13.68]]
epoch: 193
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.38, 1.62], [1.36, 1.53], [1.28, 2.73], [2.74, 2.8], [2.5, 6.78], [2.75, 2.64], [2.54, 5.53], [2.51, 4.86], [2.37, 8.85], [2.39, 10.8], [4.49, 6.89], [5.68, 13.73]]
epoch: 194
loss: 0.9999999932523044
dilation rates: [[1.0, 1.0], [1.28, 1.65], [1.34, 1.47], [1.22, 2.66], [2.7, 2.68], [2.48, 6.67], [2.71, 2.52], [2.5, 5.51], [2.47, 4.76], [2.31, 8.76], [2.27, 10.74], [4.43, 6.77], [5.57, 13.71]]
epoch: 195
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.37, 1.69], [1.44, 1.41], [1.18, 2.69], [2.64, 2.7], [2.52, 6.61], [2.62, 2.54], [2.48, 5.54], [2.42, 4.78], [2.32, 8.79], [2.33, 10.7], [4.44, 6.83], [5.64, 13.69]]
epoch: 196
loss: 0.9999999905210942
dilation rates: [[1.0, 1.0], [1.38, 1.59], [1.38, 1.4], [1.26, 2.78], [2.74, 2.72], [2.56, 6.7], [2.69, 2.57], [2.51, 5.58], [2.51, 4.78], [2.29, 8.82], [2.33, 10.74], [4.45, 6.88], [5.63, 13.73]]
epoch: 197
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.3, 1.62], [1.33, 1.4], [1.26, 2.76], [2.7, 2.8], [2.55, 6.78], [2.68, 2.54], [2.52, 5.62], [2.39, 4.72], [2.36, 8.81], [2.36, 10.68], [4.43, 6.85], [5.63, 13.7]]
epoch: 198
loss: 0.9999999910030725
dilation rates: [[1.0, 1.0], [1.25, 1.55], [1.39, 1.4], [1.24, 2.74], [2.68, 2.73], [2.43, 6.72], [2.75, 2.55], [2.47, 5.6], [2.44, 4.75], [2.29, 8.78], [2.28, 10.67], [4.4, 6.85], [5.63, 13.64]]
epoch: 199
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.39, 1.69], [1.33, 1.43], [1.34, 2.71], [2.66, 2.67], [2.5, 6.68], [2.67, 2.58], [2.45, 5.57], [2.46, 4.73], [2.38, 8.69], [2.4, 10.65], [4.4, 6.86], [5.58, 13.71]]
IOU: [96.28, 75.02, 87.67, 28.25, 42.97, 50.45, 56.89, 71.63, 88.81, 51.19, 94.56, 72.46, 46.92, 90.44, 51.18, 68.83, 49.34, 28.09, 66.02]
mIOU: 64.05, mIOU_reduced: 65.48, accuracy: 93.3
epoch: 200
loss: 0.9999999934129638
dilation rates: [[1.0, 1.0], [1.37, 1.57], [1.39, 1.42], [1.24, 2.68], [2.58, 2.73], [2.49, 6.66], [2.67, 2.54], [2.44, 5.61], [2.46, 4.77], [2.28, 8.73], [2.32, 10.69], [4.44, 6.91], [5.58, 13.71]]
epoch: 201
loss: 0.9999999924490073
dilation rates: [[1.0, 1.0], [1.35, 1.66], [1.39, 1.5], [1.27, 2.71], [2.63, 2.72], [2.49, 6.66], [2.63, 2.57], [2.53, 5.52], [2.42, 4.74], [2.28, 8.65], [2.34, 10.66], [4.42, 6.9], [5.63, 13.83]]
epoch: 202
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.41, 1.6], [1.33, 1.49], [1.2, 2.67], [2.65, 2.66], [2.53, 6.59], [2.72, 2.6], [2.5, 5.54], [2.46, 4.73], [2.35, 8.72], [2.4, 10.71], [4.38, 6.89], [5.59, 13.76]]
epoch: 203
loss: 0.999999991967029
dilation rates: [[1.0, 1.0], [1.45, 1.68], [1.39, 1.42], [1.21, 2.75], [2.66, 2.75], [2.48, 6.67], [2.66, 2.57], [2.49, 5.52], [2.48, 4.72], [2.36, 8.82], [2.36, 10.67], [4.38, 6.88], [5.6, 13.69]]
epoch: 204
loss: 0.9999999930916449
dilation rates: [[1.0, 1.0], [1.34, 1.68], [1.4, 1.48], [1.24, 2.7], [2.65, 2.72], [2.55, 6.63], [2.71, 2.58], [2.47, 5.52], [2.42, 4.83], [2.33, 8.83], [2.31, 10.69], [4.36, 6.87], [5.58, 13.68]]
epoch: 205
loss: 0.9999999926096667
dilation rates: [[1.0, 1.0], [1.4, 1.67], [1.58, 1.29], [1.35, 2.83], [2.71, 2.73], [2.52, 6.7], [2.72, 2.6], [2.56, 5.61], [2.56, 4.85], [2.39, 8.8], [2.42, 10.74], [4.44, 6.84], [5.59, 13.72]]
epoch: 206
loss: 0.9999999918063696
dilation rates: [[1.01, 1.0], [1.39, 1.52], [1.3, 1.3], [1.35, 2.74], [2.75, 2.71], [2.54, 6.77], [2.68, 2.57], [2.55, 5.61], [2.46, 4.8], [2.31, 8.86], [2.39, 10.82], [4.46, 6.89], [5.66, 13.7]]
epoch: 207
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.41, 1.58], [1.32, 1.38], [1.2, 2.67], [2.79, 2.82], [2.51, 6.76], [2.72, 2.61], [2.56, 5.69], [2.52, 4.87], [2.35, 8.93], [2.36, 10.81], [4.45, 6.88], [5.55, 13.76]]
epoch: 208
loss: 0.9999999922883478
dilation rates: [[1.0, 1.0], [1.36, 1.71], [1.4, 1.37], [1.26, 2.71], [2.69, 2.79], [2.49, 6.7], [2.67, 2.6], [2.52, 5.66], [2.44, 4.75], [2.32, 8.79], [2.39, 10.79], [4.47, 6.89], [5.59, 13.73]]
epoch: 209
loss: 0.9999999922883478
dilation rates: [[1.0, 1.0], [1.37, 1.68], [1.38, 1.61], [1.24, 2.7], [2.61, 2.72], [2.51, 6.69], [2.66, 2.57], [2.45, 5.54], [2.43, 4.69], [2.28, 8.81], [2.36, 10.67], [4.42, 6.83], [5.56, 13.67]]
epoch: 210
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.32, 1.62], [1.28, 1.44], [1.13, 2.66], [2.64, 2.73], [2.46, 6.61], [2.65, 2.56], [2.48, 5.49], [2.36, 4.68], [2.29, 8.8], [2.33, 10.65], [4.42, 6.81], [5.51, 13.75]]
epoch: 211
loss: 0.9999999924490073
dilation rates: [[1.0, 1.0], [1.37, 1.58], [1.35, 1.42], [1.25, 2.64], [2.65, 2.72], [2.44, 6.64], [2.66, 2.57], [2.46, 5.61], [2.43, 4.8], [2.34, 8.78], [2.3, 10.66], [4.45, 6.82], [5.57, 13.73]]
epoch: 212
loss: 0.9999999901997754
dilation rates: [[1.0, 1.0], [1.31, 1.54], [1.26, 1.39], [1.19, 2.68], [2.64, 2.74], [2.52, 6.68], [2.57, 2.52], [2.43, 5.62], [2.44, 4.69], [2.36, 8.76], [2.33, 10.68], [4.36, 6.79], [5.55, 13.68]]
epoch: 213
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.43, 1.7], [1.43, 1.27], [1.33, 2.69], [2.59, 2.73], [2.49, 6.77], [2.72, 2.56], [2.51, 5.59], [2.45, 4.8], [2.39, 8.77], [2.4, 10.72], [4.5, 6.86], [5.63, 13.75]]
epoch: 214
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.39, 1.65], [1.34, 1.48], [1.31, 2.67], [2.66, 2.77], [2.51, 6.78], [2.68, 2.56], [2.5, 5.63], [2.51, 4.78], [2.44, 8.79], [2.32, 10.75], [4.43, 6.87], [5.59, 13.7]]
epoch: 215
loss: 0.9999999910030725
dilation rates: [[1.0, 1.0], [1.4, 1.62], [1.31, 1.31], [1.22, 2.56], [2.55, 2.7], [2.52, 6.65], [2.6, 2.6], [2.49, 5.6], [2.43, 4.77], [2.41, 8.87], [2.36, 10.68], [4.44, 6.83], [5.58, 13.62]]
epoch: 216
loss: 0.9999999921276884
dilation rates: [[1.0, 1.01], [1.41, 1.82], [1.37, 1.47], [1.22, 2.72], [2.61, 2.84], [2.43, 6.7], [2.65, 2.58], [2.45, 5.62], [2.45, 4.7], [2.36, 8.82], [2.38, 10.68], [4.43, 6.84], [5.57, 13.72]]
epoch: 217
loss: 0.9999999924490073
dilation rates: [[1.0, 1.0], [1.33, 1.65], [1.43, 1.51], [1.22, 2.73], [2.72, 2.86], [2.46, 6.61], [2.65, 2.61], [2.51, 5.61], [2.48, 4.78], [2.32, 8.79], [2.36, 10.64], [4.46, 6.83], [5.64, 13.73]]
epoch: 218
loss: 0.9999999908424131
dilation rates: [[1.0, 1.0], [1.33, 1.63], [1.41, 1.42], [1.27, 2.75], [2.65, 2.75], [2.53, 6.66], [2.61, 2.63], [2.51, 5.7], [2.38, 4.76], [2.36, 8.82], [2.38, 10.73], [4.47, 6.88], [5.64, 13.78]]
epoch: 219
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.43, 1.62], [1.37, 1.55], [1.21, 2.69], [2.7, 2.72], [2.5, 6.62], [2.62, 2.62], [2.56, 5.64], [2.44, 4.8], [2.29, 8.87], [2.34, 10.8], [4.44, 6.88], [5.6, 13.71]]
epoch: 220
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.46, 1.57], [1.42, 1.51], [1.32, 2.7], [2.61, 2.76], [2.54, 6.58], [2.66, 2.63], [2.48, 5.6], [2.47, 4.79], [2.35, 8.82], [2.37, 10.73], [4.38, 6.85], [5.56, 13.73]]
epoch: 221
loss: 0.9999999932523044
dilation rates: [[1.0, 1.0], [1.43, 1.62], [1.41, 1.37], [1.22, 2.72], [2.63, 2.77], [2.49, 6.66], [2.67, 2.57], [2.45, 5.61], [2.45, 4.75], [2.27, 8.79], [2.37, 10.66], [4.42, 6.87], [5.64, 13.73]]
epoch: 222
loss: 0.9999999892358189
dilation rates: [[1.0, 1.0], [1.34, 1.64], [1.28, 1.45], [1.21, 2.7], [2.63, 2.76], [2.53, 6.68], [2.68, 2.59], [2.44, 5.66], [2.48, 4.85], [2.27, 8.8], [2.38, 10.66], [4.44, 6.83], [5.57, 13.67]]
epoch: 223
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.4, 1.67], [1.42, 1.4], [1.24, 2.72], [2.65, 2.69], [2.55, 6.74], [2.75, 2.63], [2.53, 5.61], [2.43, 4.72], [2.38, 8.78], [2.38, 10.71], [4.48, 6.86], [5.65, 13.74]]
epoch: 224
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.36, 1.6], [1.42, 1.5], [1.25, 2.81], [2.61, 2.76], [2.5, 6.74], [2.68, 2.61], [2.54, 5.62], [2.45, 4.74], [2.33, 8.8], [2.31, 10.73], [4.4, 6.85], [5.58, 13.71]]
IOU: [97.66, 82.0, 91.17, 50.34, 48.27, 60.68, 63.83, 72.87, 91.65, 59.16, 94.31, 77.58, 53.47, 92.77, 65.07, 68.98, 49.09, 51.07, 72.76]
mIOU: 70.67, mIOU_reduced: 72.47, accuracy: 95.23
epoch: 225
loss: 0.9999999918063696
dilation rates: [[1.0, 1.0], [1.46, 1.51], [1.39, 1.36], [1.26, 2.68], [2.58, 2.73], [2.52, 6.8], [2.74, 2.66], [2.46, 5.6], [2.46, 4.8], [2.33, 8.77], [2.35, 10.8], [4.41, 6.85], [5.54, 13.75]]
epoch: 226
loss: 0.999999991967029
dilation rates: [[1.01, 1.0], [1.44, 1.63], [1.39, 1.41], [1.22, 2.65], [2.63, 2.69], [2.56, 6.8], [2.68, 2.62], [2.44, 5.62], [2.4, 4.76], [2.28, 8.78], [2.36, 10.75], [4.41, 6.87], [5.59, 13.71]]
epoch: 227
loss: 0.9999999922883478
dilation rates: [[1.0, 1.0], [1.43, 1.58], [1.44, 1.38], [1.22, 2.67], [2.66, 2.7], [2.52, 6.77], [2.69, 2.62], [2.48, 5.62], [2.46, 4.78], [2.35, 8.88], [2.33, 10.8], [4.44, 6.86], [5.56, 13.74]]
epoch: 228
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.4, 1.61], [1.35, 1.35], [1.23, 2.71], [2.64, 2.74], [2.51, 6.72], [2.69, 2.57], [2.5, 5.67], [2.44, 4.75], [2.32, 8.89], [2.39, 10.78], [4.48, 6.88], [5.59, 13.7]]
epoch: 229
loss: 0.9999999901997754
dilation rates: [[1.01, 1.01], [1.35, 1.48], [1.31, 1.37], [1.17, 2.78], [2.63, 2.68], [2.47, 6.7], [2.64, 2.55], [2.44, 5.64], [2.44, 4.71], [2.29, 8.84], [2.34, 10.78], [4.38, 6.85], [5.53, 13.76]]
epoch: 230
loss: 0.9999999905210942
dilation rates: [[1.0, 1.0], [1.45, 1.57], [1.36, 1.5], [1.31, 2.66], [2.71, 2.76], [2.5, 6.64], [2.63, 2.6], [2.51, 5.62], [2.53, 4.72], [2.29, 8.8], [2.35, 10.74], [4.43, 6.85], [5.6, 13.7]]
epoch: 231
loss: 0.9999999926096667
dilation rates: [[1.0, 1.0], [1.43, 1.59], [1.47, 1.29], [1.21, 2.8], [2.73, 2.7], [2.58, 6.83], [2.64, 2.53], [2.56, 5.63], [2.48, 4.73], [2.38, 8.81], [2.38, 10.81], [4.41, 6.87], [5.59, 13.8]]
epoch: 232
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.5, 1.59], [1.39, 1.43], [1.21, 2.62], [2.66, 2.75], [2.5, 6.78], [2.69, 2.56], [2.51, 5.62], [2.52, 4.75], [2.34, 8.81], [2.33, 10.78], [4.4, 6.83], [5.54, 13.76]]
epoch: 233
loss: 0.9999999916457102
dilation rates: [[1.0, 1.01], [1.39, 1.66], [1.36, 1.45], [1.3, 2.74], [2.65, 2.72], [2.52, 6.7], [2.65, 2.58], [2.52, 5.64], [2.52, 4.79], [2.39, 8.83], [2.37, 10.8], [4.42, 6.89], [5.63, 13.76]]
epoch: 234
loss: 0.9999999916457102
dilation rates: [[1.0, 1.0], [1.43, 1.69], [1.39, 1.42], [1.32, 2.7], [2.66, 2.66], [2.55, 6.57], [2.7, 2.53], [2.49, 5.65], [2.46, 4.73], [2.36, 8.84], [2.33, 10.75], [4.38, 6.87], [5.55, 13.68]]
epoch: 235
loss: 0.9999999927703261
dilation rates: [[1.0, 1.0], [1.4, 1.75], [1.24, 1.35], [1.3, 2.8], [2.7, 2.74], [2.46, 6.69], [2.75, 2.66], [2.49, 5.65], [2.54, 4.8], [2.42, 8.8], [2.42, 10.81], [4.46, 6.83], [5.58, 13.69]]
epoch: 236
loss: 0.9999999901997754
dilation rates: [[1.0, 1.01], [1.4, 1.63], [1.52, 1.45], [1.23, 2.83], [2.63, 2.73], [2.58, 6.76], [2.74, 2.56], [2.53, 5.67], [2.49, 4.77], [2.37, 8.75], [2.35, 10.76], [4.47, 6.84], [5.59, 13.73]]
epoch: 237
loss: 0.9999999937342826
dilation rates: [[1.0, 1.0], [1.41, 1.59], [1.31, 1.4], [1.22, 2.69], [2.62, 2.79], [2.45, 6.65], [2.61, 2.62], [2.48, 5.65], [2.39, 4.71], [2.31, 8.73], [2.38, 10.74], [4.42, 6.79], [5.58, 13.75]]
epoch: 238
loss: 0.9999999908424131
dilation rates: [[1.0, 1.0], [1.5, 1.59], [1.52, 1.4], [1.26, 2.67], [2.6, 2.65], [2.48, 6.66], [2.59, 2.52], [2.48, 5.67], [2.46, 4.75], [2.4, 8.79], [2.39, 10.73], [4.43, 6.85], [5.65, 13.77]]
epoch: 239
loss: 0.9999999924490073
dilation rates: [[1.0, 1.0], [1.43, 1.69], [1.46, 1.41], [1.25, 2.67], [2.65, 2.79], [2.55, 6.67], [2.64, 2.6], [2.53, 5.62], [2.44, 4.78], [2.31, 8.76], [2.39, 10.69], [4.45, 6.86], [5.6, 13.71]]
epoch: 240
loss: 0.9999999937342826
dilation rates: [[1.0, 1.0], [1.33, 1.7], [1.35, 1.39], [1.22, 2.76], [2.65, 2.86], [2.58, 6.74], [2.78, 2.7], [2.53, 5.65], [2.48, 4.77], [2.33, 8.8], [2.41, 10.76], [4.51, 6.83], [5.65, 13.81]]
IOU: [97.67, 80.75, 90.79, 36.57, 53.34, 60.36, 62.58, 71.35, 91.84, 58.8, 94.43, 77.18, 56.29, 91.88, 55.24, 75.39, 73.14, 47.53, 69.99]
mIOU: 70.79, mIOU_reduced: 71.33, accuracy: 95.07
epoch: 241
loss: 0.9999999916457102
dilation rates: [[1.0, 1.01], [1.51, 1.72], [1.44, 1.38], [1.25, 2.74], [2.69, 2.76], [2.56, 6.76], [2.71, 2.67], [2.52, 5.63], [2.5, 4.78], [2.38, 8.76], [2.41, 10.79], [4.51, 6.84], [5.61, 13.7]]
IOU: [97.7, 82.13, 90.31, 44.87, 52.06, 58.37, 54.26, 71.48, 90.88, 57.62, 94.06, 76.27, 53.85, 92.84, 64.99, 62.47, 40.98, 36.0, 67.43]
mIOU: 67.82, mIOU_reduced: 70.01, accuracy: 94.82
epoch: 242
loss: 0.999999991967029
dilation rates: [[1.0, 1.01], [1.38, 1.68], [1.42, 1.32], [1.29, 2.66], [2.62, 2.68], [2.54, 6.66], [2.63, 2.5], [2.41, 5.57], [2.46, 4.76], [2.36, 8.76], [2.34, 10.8], [4.4, 6.83], [5.62, 13.69]]
IOU: [97.61, 80.88, 90.6, 41.84, 50.99, 60.18, 58.83, 72.52, 91.6, 60.06, 94.1, 74.42, 48.67, 90.72, 41.34, 68.06, 44.52, 22.85, 65.74]
mIOU: 66.08, mIOU_reduced: 68.85, accuracy: 94.79
epoch: 243
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.42, 1.64], [1.4, 1.42], [1.14, 2.74], [2.61, 2.72], [2.47, 6.79], [2.71, 2.56], [2.44, 5.61], [2.42, 4.72], [2.4, 8.75], [2.38, 10.76], [4.45, 6.82], [5.55, 13.7]]
IOU: [97.87, 82.98, 91.31, 52.51, 49.81, 62.04, 59.66, 70.09, 92.01, 63.59, 94.86, 78.58, 57.76, 93.88, 67.92, 78.34, 75.2, 54.39, 71.96]
mIOU: 73.41, mIOU_reduced: 73.33, accuracy: 95.48
epoch: 244
loss: 0.9999999905210942
dilation rates: [[1.0, 1.0], [1.44, 1.63], [1.39, 1.38], [1.24, 2.74], [2.61, 2.73], [2.5, 6.62], [2.62, 2.6], [2.44, 5.67], [2.42, 4.66], [2.38, 8.77], [2.32, 10.76], [4.44, 6.82], [5.58, 13.68]]
IOU: [97.91, 82.26, 91.52, 32.6, 54.67, 60.13, 62.39, 75.39, 91.03, 58.12, 94.17, 77.75, 58.46, 93.8, 71.8, 77.82, 76.38, 51.59, 71.15]
mIOU: 72.58, mIOU_reduced: 72.06, accuracy: 95.31
epoch: 245
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.38, 1.69], [1.42, 1.36], [1.29, 2.66], [2.62, 2.69], [2.48, 6.66], [2.67, 2.59], [2.46, 5.66], [2.42, 4.7], [2.31, 8.79], [2.35, 10.75], [4.42, 6.81], [5.62, 13.7]]
IOU: [97.54, 81.23, 91.46, 49.68, 55.17, 61.57, 64.55, 72.9, 91.89, 60.72, 94.78, 77.58, 56.89, 93.84, 66.63, 80.01, 73.81, 52.42, 72.22]
mIOU: 73.42, mIOU_reduced: 73.4, accuracy: 95.35
epoch: 246
loss: 0.9999999921276884
dilation rates: [[1.0, 1.0], [1.4, 1.53], [1.37, 1.47], [1.29, 2.65], [2.66, 2.79], [2.55, 6.65], [2.63, 2.58], [2.46, 5.71], [2.5, 4.74], [2.4, 8.82], [2.39, 10.77], [4.48, 6.86], [5.55, 13.86]]
IOU: [82.87, 57.25, 82.24, 19.18, 40.49, 44.29, 50.9, 59.06, 85.6, 37.06, 92.83, 58.17, 44.29, 43.63, 19.77, 64.83, 54.66, 20.29, 56.21]
mIOU: 53.35, mIOU_reduced: 54.65, accuracy: 84.96
epoch: 247
loss: 0.9999999914850507
dilation rates: [[1.0, 1.0], [1.53, 1.67], [1.38, 1.4], [1.24, 2.67], [2.63, 2.71], [2.5, 6.66], [2.65, 2.53], [2.46, 5.64], [2.45, 4.77], [2.32, 8.78], [2.34, 10.74], [4.39, 6.8], [5.54, 13.77]]
IOU: [97.24, 76.53, 91.22, 44.18, 53.43, 62.03, 63.92, 74.46, 91.75, 55.92, 94.23, 77.2, 58.35, 93.54, 67.0, 81.92, 79.97, 45.58, 72.21]
mIOU: 72.67, mIOU_reduced: 71.99, accuracy: 95.05
epoch: 248
loss: 0.999999991163732
dilation rates: [[1.0, 1.0], [1.44, 1.64], [1.38, 1.48], [1.28, 2.75], [2.69, 2.7], [2.56, 6.65], [2.72, 2.64], [2.51, 5.71], [2.55, 4.79], [2.34, 8.81], [2.39, 10.76], [4.42, 6.85], [5.64, 13.79]]
IOU: [97.55, 80.37, 90.5, 48.47, 52.34, 59.71, 57.73, 73.7, 91.07, 58.84, 94.57, 75.06, 53.38, 92.56, 62.31, 61.96, 32.65, 42.69, 71.04]
mIOU: 68.24, mIOU_reduced: 71.22, accuracy: 94.88
epoch: 249
loss: 0.9999999913243913
dilation rates: [[1.0, 1.0], [1.32, 1.71], [1.41, 1.33], [1.25, 2.81], [2.55, 2.65], [2.51, 6.63], [2.67, 2.51], [2.43, 5.6], [2.44, 4.73], [2.29, 8.84], [2.33, 10.77], [4.44, 6.83], [5.57, 13.74]]
IOU: [97.85, 82.0, 90.68, 42.06, 54.85, 59.34, 63.48, 73.88, 91.11, 58.02, 94.21, 76.05, 54.26, 93.32, 65.46, 80.64, 74.7, 49.08, 69.7]
mIOU: 72.14, mIOU_reduced: 71.87, accuracy: 95.15
Best mIOU: 73.41569237960012
Best global accuracy: 95.48359513282776
Training time 1 day, 21:44:41
