{'model_name': 'L1_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': 'L1_decoder26_better_init', 'save_best_path': 'checkpoints/L1_decoder26_better_init_run1', 'save_latest_path': 'checkpoints/L1_decoder26_better_init_latest', 'resume_path': 'checkpoints/L1_decoder26_better_init_latest', 'log_path': 'logs/L1_decoder26_better_init_run1.txt'}
run: 1
epoch: 0
loss: 0.999999990039116
dilation rates: [[0.99, 3.0], [1.01, 2.99], [1.0, 3.01], [2.01, 5.02], [2.02, 8.05], [1.97, 4.97], [2.02, 7.07], [1.98, 5.94], [1.97, 11.09], [2.01, 15.1], [4.06, 8.93], [4.9, 16.26]]
IOU: [85.07, 9.15, 55.16, 0.0, 0.0, 0.0, 0.0, 0.0, 61.47, 18.58, 71.8, 0.0, 0.0, 36.85, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 17.79, mIOU_reduced: 21.13, accuracy: 74.58
epoch: 1
loss: 0.999999991163732
dilation rates: [[1.0, 2.93], [1.01, 2.94], [1.02, 3.02], [2.02, 5.08], [2.02, 8.15], [1.96, 4.92], [2.06, 7.15], [1.95, 5.89], [1.94, 11.19], [2.04, 15.19], [4.14, 8.87], [4.85, 16.45]]
epoch: 2
loss: 0.9999999924490073
dilation rates: [[1.01, 2.82], [0.99, 2.8], [1.06, 3.06], [2.02, 5.17], [2.07, 8.26], [1.96, 4.87], [2.08, 7.22], [1.95, 5.88], [1.95, 11.27], [2.07, 15.23], [4.18, 8.84], [4.85, 16.57]]
epoch: 3
loss: 0.9999999932523044
dilation rates: [[1.04, 2.71], [0.99, 2.73], [1.06, 3.13], [2.04, 5.24], [2.14, 8.34], [1.95, 4.84], [2.12, 7.31], [1.94, 5.86], [1.96, 11.34], [2.11, 15.26], [4.23, 8.83], [4.85, 16.68]]
epoch: 4
loss: 0.999999991163732
dilation rates: [[1.04, 2.64], [1.0, 2.61], [1.07, 3.25], [2.09, 5.3], [2.18, 8.41], [1.93, 4.8], [2.17, 7.39], [1.95, 5.85], [1.95, 11.44], [2.19, 15.33], [4.3, 8.83], [4.86, 16.76]]
epoch: 5
loss: 0.9999999913243913
dilation rates: [[1.03, 2.63], [1.01, 2.57], [1.1, 3.29], [2.17, 5.39], [2.27, 8.49], [1.89, 4.78], [2.23, 7.47], [1.95, 5.81], [1.95, 11.49], [2.27, 15.37], [4.36, 8.84], [4.88, 16.83]]
epoch: 6
loss: 0.9999999906817536
dilation rates: [[1.02, 2.57], [1.03, 2.54], [1.15, 3.38], [2.27, 5.52], [2.32, 8.56], [1.86, 4.75], [2.31, 7.56], [1.98, 5.83], [1.95, 11.56], [2.33, 15.42], [4.43, 8.85], [4.93, 16.87]]
epoch: 7
loss: 0.9999999918063696
dilation rates: [[1.03, 2.65], [1.01, 2.52], [1.15, 3.47], [2.3, 5.55], [2.38, 8.65], [1.89, 4.74], [2.39, 7.6], [2.07, 5.83], [1.99, 11.61], [2.4, 15.48], [4.51, 8.85], [4.95, 16.87]]
epoch: 8
loss: 0.9999999930916449
dilation rates: [[1.0, 2.5], [1.02, 2.43], [1.1, 3.47], [2.31, 5.59], [2.38, 8.7], [1.87, 4.7], [2.4, 7.61], [2.16, 5.8], [2.03, 11.69], [2.43, 15.5], [4.54, 8.88], [4.87, 16.83]]
epoch: 9
loss: 0.9999999905210942
dilation rates: [[1.08, 2.64], [1.05, 2.47], [1.12, 3.52], [2.25, 5.58], [2.34, 8.7], [1.84, 4.66], [2.41, 7.71], [2.19, 5.83], [2.11, 11.78], [2.45, 15.53], [4.56, 8.94], [4.89, 16.87]]
epoch: 10
loss: 0.9999999893964783
dilation rates: [[1.07, 2.5], [1.04, 2.43], [1.16, 3.55], [2.24, 5.65], [2.37, 8.77], [1.81, 4.65], [2.46, 7.74], [2.19, 5.84], [2.17, 11.76], [2.48, 15.56], [4.58, 8.93], [4.87, 16.8]]
epoch: 11
loss: 0.9999999927703261
dilation rates: [[1.16, 2.58], [1.11, 2.43], [1.18, 3.58], [2.29, 5.65], [2.39, 8.77], [1.78, 4.63], [2.48, 7.72], [2.2, 5.83], [2.22, 11.81], [2.49, 15.61], [4.62, 8.93], [4.84, 16.82]]
epoch: 12
loss: 0.9999999908424131
dilation rates: [[1.01, 2.59], [1.08, 2.39], [1.13, 3.55], [2.32, 5.63], [2.41, 8.77], [1.74, 4.6], [2.47, 7.7], [2.23, 5.82], [2.23, 11.81], [2.49, 15.69], [4.64, 8.96], [4.81, 16.79]]
epoch: 13
loss: 0.999999991163732
dilation rates: [[1.01, 2.53], [1.06, 2.4], [1.09, 3.59], [2.29, 5.68], [2.39, 8.71], [1.72, 4.59], [2.48, 7.69], [2.26, 5.82], [2.26, 11.82], [2.48, 15.69], [4.67, 9.1], [4.78, 16.74]]
epoch: 14
loss: 0.9999999924490073
dilation rates: [[1.11, 2.48], [1.12, 2.39], [1.11, 3.56], [2.29, 5.64], [2.41, 8.7], [1.73, 4.58], [2.49, 7.71], [2.27, 5.82], [2.23, 11.84], [2.49, 15.67], [4.66, 9.27], [4.85, 16.78]]
epoch: 15
loss: 0.9999999921276884
dilation rates: [[1.06, 2.52], [1.03, 2.42], [1.1, 3.63], [2.36, 5.71], [2.43, 8.75], [1.71, 4.58], [2.5, 7.7], [2.26, 5.81], [2.27, 11.9], [2.51, 15.76], [4.69, 9.44], [4.71, 16.81]]
epoch: 16
loss: 0.9999999924490073
dilation rates: [[1.11, 2.47], [1.12, 2.43], [1.11, 3.59], [2.33, 5.64], [2.42, 8.7], [1.72, 4.56], [2.5, 7.69], [2.3, 5.8], [2.27, 11.82], [2.5, 15.72], [4.73, 9.48], [4.82, 16.83]]
epoch: 17
loss: 0.9999999938949421
dilation rates: [[1.03, 2.48], [1.03, 2.42], [1.06, 3.66], [2.28, 5.64], [2.4, 8.78], [1.66, 4.54], [2.51, 7.71], [2.28, 5.84], [2.28, 11.84], [2.48, 15.71], [4.69, 9.53], [4.75, 16.86]]
epoch: 18
loss: 0.9999999918063696
dilation rates: [[1.03, 2.62], [1.15, 2.42], [1.12, 3.67], [2.37, 5.68], [2.42, 8.77], [1.68, 4.61], [2.51, 7.75], [2.29, 5.85], [2.29, 11.8], [2.51, 15.7], [4.7, 9.55], [4.76, 16.72]]
epoch: 19
loss: 0.9999999922883478
dilation rates: [[1.08, 2.49], [1.01, 2.32], [1.11, 3.65], [2.34, 5.58], [2.39, 8.74], [1.6, 4.55], [2.52, 7.73], [2.29, 5.85], [2.25, 11.88], [2.45, 15.75], [4.7, 9.6], [4.69, 16.8]]
epoch: 20
loss: 0.9999999922883478
dilation rates: [[1.03, 2.54], [1.17, 2.49], [1.05, 3.6], [2.31, 5.68], [2.43, 8.78], [1.59, 4.57], [2.49, 7.76], [2.28, 5.82], [2.26, 11.86], [2.42, 15.72], [4.7, 9.58], [4.72, 16.8]]
epoch: 21
loss: 0.9999999926096667
dilation rates: [[1.02, 2.5], [1.05, 2.39], [1.09, 3.57], [2.31, 5.62], [2.37, 8.79], [1.59, 4.5], [2.51, 7.76], [2.35, 5.81], [2.29, 11.86], [2.44, 15.75], [4.72, 9.59], [4.71, 16.79]]
epoch: 22
loss: 0.9999999918063696
dilation rates: [[1.05, 2.49], [1.17, 2.4], [1.12, 3.55], [2.36, 5.63], [2.42, 8.74], [1.56, 4.54], [2.53, 7.78], [2.34, 5.83], [2.29, 11.85], [2.42, 15.78], [4.73, 9.66], [4.77, 16.81]]
epoch: 23
loss: 0.9999999927703261
dilation rates: [[1.15, 2.42], [1.23, 2.51], [1.21, 3.65], [2.37, 5.63], [2.41, 8.69], [1.59, 4.58], [2.52, 7.81], [2.34, 5.9], [2.36, 11.89], [2.4, 15.77], [4.76, 9.68], [4.76, 16.84]]
epoch: 24
loss: 0.9999999898784565
dilation rates: [[1.14, 2.62], [1.13, 2.47], [1.18, 3.61], [2.41, 5.62], [2.39, 8.73], [1.54, 4.52], [2.54, 7.73], [2.33, 5.82], [2.29, 11.9], [2.4, 15.81], [4.72, 9.66], [4.69, 16.75]]
IOU: [95.63, 67.49, 84.6, 22.74, 34.25, 42.56, 31.27, 44.52, 87.79, 43.24, 89.46, 53.1, 4.1, 85.58, 7.02, 37.79, 16.34, 6.2, 55.77]
mIOU: 47.87, mIOU_reduced: 53.02, accuracy: 91.23
epoch: 25
loss: 0.9999999921276884
dilation rates: [[1.11, 2.45], [1.16, 2.46], [1.15, 3.67], [2.41, 5.64], [2.45, 8.76], [1.54, 4.59], [2.54, 7.71], [2.29, 5.86], [2.31, 11.93], [2.41, 15.85], [4.8, 9.69], [4.76, 16.77]]
epoch: 26
loss: 0.9999999924490073
dilation rates: [[1.08, 2.51], [1.09, 2.33], [1.13, 3.7], [2.43, 5.7], [2.42, 8.77], [1.5, 4.61], [2.6, 7.69], [2.32, 5.9], [2.3, 11.88], [2.45, 15.86], [4.82, 9.68], [4.76, 16.79]]
epoch: 27
loss: 0.9999999913243913
dilation rates: [[1.13, 2.54], [1.12, 2.41], [1.11, 3.54], [2.39, 5.71], [2.37, 8.85], [1.49, 4.6], [2.52, 7.8], [2.29, 5.95], [2.38, 11.89], [2.44, 15.92], [4.77, 9.72], [4.69, 16.85]]
epoch: 28
loss: 0.9999999914850507
dilation rates: [[1.02, 2.49], [1.1, 2.48], [1.09, 3.64], [2.38, 5.62], [2.4, 8.81], [1.47, 4.59], [2.48, 7.73], [2.33, 5.89], [2.32, 11.94], [2.38, 15.91], [4.77, 9.62], [4.68, 16.77]]
epoch: 29
loss: 0.999999991163732
dilation rates: [[1.11, 2.56], [1.1, 2.42], [1.12, 3.67], [2.46, 5.66], [2.43, 8.74], [1.46, 4.58], [2.59, 7.72], [2.33, 5.86], [2.36, 11.92], [2.39, 15.94], [4.75, 9.63], [4.72, 16.73]]
epoch: 30
loss: 0.9999999897177971
dilation rates: [[1.1, 2.49], [1.06, 2.45], [1.14, 3.73], [2.45, 5.71], [2.38, 8.81], [1.45, 4.61], [2.54, 7.75], [2.3, 5.9], [2.33, 11.92], [2.43, 15.92], [4.72, 9.64], [4.73, 16.79]]
epoch: 31
loss: 0.9999999914850507
dilation rates: [[1.18, 2.58], [1.14, 2.39], [1.11, 3.72], [2.41, 5.74], [2.38, 8.81], [1.4, 4.66], [2.58, 7.73], [2.26, 5.88], [2.31, 11.93], [2.35, 15.89], [4.74, 9.62], [4.68, 16.73]]
epoch: 32
loss: 0.9999999908424131
dilation rates: [[1.09, 2.51], [1.14, 2.37], [1.12, 3.7], [2.39, 5.68], [2.39, 8.75], [1.42, 4.63], [2.54, 7.72], [2.28, 5.87], [2.32, 11.91], [2.32, 15.88], [4.73, 9.56], [4.69, 16.82]]
epoch: 33
loss: 0.9999999935736232
dilation rates: [[1.17, 2.46], [1.1, 2.45], [1.07, 3.61], [2.37, 5.57], [2.34, 8.74], [1.4, 4.53], [2.51, 7.72], [2.33, 5.85], [2.35, 11.84], [2.37, 15.86], [4.73, 9.55], [4.68, 16.76]]
epoch: 34
loss: 0.9999999908424131
dilation rates: [[1.24, 2.62], [1.21, 2.36], [1.13, 3.77], [2.43, 5.77], [2.44, 8.75], [1.44, 4.66], [2.58, 7.75], [2.31, 5.9], [2.36, 11.87], [2.38, 15.8], [4.8, 9.65], [4.69, 16.8]]
epoch: 35
loss: 0.9999999910030725
dilation rates: [[1.14, 2.44], [1.18, 2.41], [1.13, 3.78], [2.43, 5.73], [2.41, 8.78], [1.36, 4.66], [2.57, 7.78], [2.3, 5.85], [2.32, 11.88], [2.34, 15.77], [4.75, 9.67], [4.7, 16.84]]
epoch: 36
loss: 0.9999999924490073
dilation rates: [[0.99, 2.47], [1.25, 2.36], [1.18, 3.66], [2.37, 5.63], [2.39, 8.81], [1.38, 4.58], [2.55, 7.74], [2.26, 5.81], [2.3, 11.92], [2.34, 15.87], [4.76, 9.65], [4.57, 16.84]]
epoch: 37
loss: 0.9999999940556015
dilation rates: [[1.07, 2.51], [1.23, 2.43], [1.17, 3.77], [2.43, 5.68], [2.44, 8.83], [1.41, 4.62], [2.6, 7.7], [2.38, 5.87], [2.38, 11.81], [2.42, 15.79], [4.77, 9.62], [4.68, 16.81]]
epoch: 38
loss: 0.9999999927703261
dilation rates: [[1.16, 2.55], [1.11, 2.43], [1.14, 3.79], [2.45, 5.7], [2.39, 8.77], [1.4, 4.63], [2.57, 7.73], [2.33, 5.93], [2.36, 11.89], [2.35, 15.82], [4.76, 9.64], [4.7, 16.8]]
epoch: 39
loss: 0.9999999927703261
dilation rates: [[1.17, 2.49], [1.09, 2.48], [1.15, 3.76], [2.44, 5.69], [2.37, 8.77], [1.34, 4.65], [2.56, 7.75], [2.36, 5.9], [2.33, 11.88], [2.44, 15.86], [4.75, 9.61], [4.63, 16.78]]
epoch: 40
loss: 0.9999999916457102
dilation rates: [[1.1, 2.59], [1.17, 2.52], [1.27, 3.76], [2.5, 5.75], [2.46, 8.79], [1.37, 4.66], [2.59, 7.72], [2.43, 5.92], [2.37, 11.87], [2.37, 15.86], [4.79, 9.62], [4.69, 16.82]]
epoch: 41
loss: 0.9999999914850507
dilation rates: [[1.19, 2.68], [1.2, 2.53], [1.2, 3.69], [2.44, 5.65], [2.48, 8.73], [1.34, 4.64], [2.54, 7.63], [2.35, 5.87], [2.37, 11.88], [2.35, 15.83], [4.75, 9.66], [4.69, 16.74]]
epoch: 42
loss: 0.9999999898784565
dilation rates: [[1.08, 2.5], [1.08, 2.35], [1.15, 3.71], [2.46, 5.64], [2.46, 8.79], [1.38, 4.58], [2.53, 7.66], [2.37, 5.83], [2.31, 11.87], [2.31, 15.78], [4.73, 9.64], [4.65, 16.73]]
epoch: 43
loss: 0.9999999893964783
dilation rates: [[1.19, 2.6], [1.24, 2.42], [1.09, 3.71], [2.46, 5.67], [2.42, 8.82], [1.37, 4.59], [2.55, 7.72], [2.35, 5.86], [2.35, 11.88], [2.37, 15.8], [4.79, 9.68], [4.69, 16.77]]
epoch: 44
loss: 0.9999999924490073
dilation rates: [[1.03, 2.52], [1.11, 2.42], [1.11, 3.67], [2.38, 5.56], [2.48, 8.81], [1.37, 4.62], [2.55, 7.76], [2.36, 5.84], [2.41, 11.86], [2.4, 15.82], [4.8, 9.7], [4.71, 16.77]]
epoch: 45
loss: 0.9999999908424131
dilation rates: [[1.17, 2.52], [1.13, 2.45], [1.18, 3.7], [2.46, 5.69], [2.41, 8.82], [1.35, 4.65], [2.6, 7.81], [2.32, 5.9], [2.37, 11.88], [2.37, 15.8], [4.78, 9.63], [4.68, 16.76]]
epoch: 46
loss: 0.9999999889145
dilation rates: [[1.12, 2.54], [1.18, 2.41], [1.15, 3.7], [2.47, 5.64], [2.35, 8.8], [1.31, 4.61], [2.54, 7.74], [2.36, 5.81], [2.36, 11.81], [2.36, 15.85], [4.73, 9.58], [4.66, 16.77]]
epoch: 47
loss: 0.9999999924490073
dilation rates: [[1.11, 2.51], [1.18, 2.41], [1.14, 3.74], [2.48, 5.7], [2.44, 8.74], [1.26, 4.64], [2.6, 7.75], [2.38, 5.84], [2.4, 11.84], [2.38, 15.89], [4.72, 9.58], [4.7, 16.73]]
epoch: 48
loss: 0.9999999918063696
dilation rates: [[1.2, 2.55], [1.25, 2.52], [1.12, 3.69], [2.45, 5.63], [2.39, 8.72], [1.32, 4.6], [2.53, 7.69], [2.37, 5.86], [2.36, 11.82], [2.31, 15.83], [4.76, 9.6], [4.6, 16.64]]
epoch: 49
loss: 0.999999991967029
dilation rates: [[1.25, 2.55], [1.26, 2.37], [1.13, 3.78], [2.49, 5.59], [2.48, 8.81], [1.34, 4.59], [2.53, 7.67], [2.33, 5.83], [2.4, 11.83], [2.38, 15.8], [4.81, 9.59], [4.68, 16.71]]
IOU: [96.45, 73.12, 87.51, 27.07, 38.17, 50.29, 44.62, 59.71, 89.38, 52.25, 91.14, 68.58, 40.78, 88.97, 26.76, 35.2, 0.49, 19.98, 62.6]
mIOU: 55.42, mIOU_reduced: 61.91, accuracy: 92.88
epoch: 50
loss: 0.9999999932523044
dilation rates: [[1.21, 2.53], [1.17, 2.48], [1.15, 3.68], [2.45, 5.72], [2.47, 8.75], [1.35, 4.59], [2.54, 7.72], [2.34, 5.86], [2.32, 11.89], [2.38, 15.76], [4.79, 9.63], [4.64, 16.68]]
epoch: 51
loss: 0.9999999916457102
dilation rates: [[1.2, 2.58], [1.13, 2.47], [1.21, 3.7], [2.48, 5.65], [2.42, 8.76], [1.37, 4.66], [2.57, 7.79], [2.41, 5.93], [2.36, 11.93], [2.43, 15.89], [4.82, 9.78], [4.74, 16.78]]
epoch: 52
loss: 0.9999999901997754
dilation rates: [[1.11, 2.53], [1.3, 2.46], [1.23, 3.69], [2.4, 5.68], [2.47, 8.82], [1.33, 4.67], [2.46, 7.75], [2.37, 5.92], [2.35, 11.91], [2.38, 15.89], [4.83, 9.72], [4.65, 16.76]]
epoch: 53
loss: 0.9999999930916449
dilation rates: [[1.01, 2.61], [1.15, 2.41], [1.11, 3.78], [2.44, 5.58], [2.44, 8.75], [1.24, 4.6], [2.58, 7.7], [2.36, 5.88], [2.29, 11.83], [2.38, 15.85], [4.82, 9.65], [4.66, 16.81]]
epoch: 54
loss: 0.9999999903604349
dilation rates: [[1.15, 2.56], [1.18, 2.55], [1.12, 3.69], [2.45, 5.57], [2.45, 8.81], [1.33, 4.63], [2.58, 7.8], [2.35, 5.92], [2.31, 11.89], [2.4, 15.79], [4.78, 9.63], [4.65, 16.79]]
epoch: 55
loss: 0.9999999918063696
dilation rates: [[1.19, 2.46], [1.25, 2.46], [1.11, 3.75], [2.43, 5.72], [2.37, 8.79], [1.26, 4.69], [2.52, 7.78], [2.41, 5.91], [2.37, 11.88], [2.38, 15.76], [4.75, 9.68], [4.64, 16.69]]
epoch: 56
loss: 0.999999991163732
dilation rates: [[1.11, 2.5], [1.1, 2.54], [1.15, 3.77], [2.52, 5.76], [2.39, 8.72], [1.29, 4.7], [2.57, 7.78], [2.38, 5.92], [2.34, 11.92], [2.44, 15.76], [4.83, 9.68], [4.65, 16.73]]
epoch: 57
loss: 0.9999999921276884
dilation rates: [[1.24, 2.57], [1.2, 2.29], [1.15, 3.78], [2.48, 5.71], [2.46, 8.69], [1.46, 4.67], [2.51, 7.68], [2.37, 5.81], [2.35, 11.91], [2.43, 15.76], [4.82, 9.64], [4.71, 16.71]]
epoch: 58
loss: 0.9999999906817536
dilation rates: [[1.19, 2.5], [1.08, 2.44], [1.06, 3.74], [2.49, 5.67], [2.48, 8.79], [1.29, 4.68], [2.6, 7.71], [2.36, 5.89], [2.36, 11.86], [2.43, 15.77], [4.85, 9.68], [4.69, 16.77]]
epoch: 59
loss: 0.999999991967029
dilation rates: [[1.14, 2.59], [1.22, 2.47], [1.19, 3.75], [2.54, 5.61], [2.52, 8.77], [1.3, 4.67], [2.6, 7.66], [2.38, 5.86], [2.4, 11.81], [2.35, 15.8], [4.8, 9.69], [4.64, 16.74]]
epoch: 60
loss: 0.9999999929309855
dilation rates: [[1.1, 2.67], [1.18, 2.44], [1.16, 3.69], [2.47, 5.68], [2.43, 8.82], [1.31, 4.62], [2.53, 7.75], [2.33, 5.93], [2.36, 11.79], [2.32, 15.81], [4.77, 9.64], [4.55, 16.65]]
epoch: 61
loss: 0.9999999910030725
dilation rates: [[1.12, 2.57], [1.19, 2.37], [1.22, 3.79], [2.56, 5.62], [2.38, 8.77], [1.34, 4.64], [2.53, 7.72], [2.39, 5.89], [2.38, 11.81], [2.38, 15.8], [4.77, 9.62], [4.63, 16.68]]
epoch: 62
loss: 0.9999999903604349
dilation rates: [[1.07, 2.49], [1.23, 2.47], [1.09, 3.67], [2.48, 5.66], [2.44, 8.65], [1.37, 4.58], [2.51, 7.72], [2.43, 5.91], [2.35, 11.76], [2.39, 15.77], [4.75, 9.6], [4.67, 16.65]]
epoch: 63
loss: 0.9999999913243913
dilation rates: [[1.18, 2.56], [1.3, 2.48], [1.19, 3.75], [2.56, 5.68], [2.43, 8.68], [1.25, 4.61], [2.48, 7.73], [2.37, 5.83], [2.34, 11.75], [2.36, 15.74], [4.73, 9.55], [4.61, 16.76]]
epoch: 64
loss: 0.9999999916457102
dilation rates: [[1.22, 2.57], [1.26, 2.58], [1.16, 3.72], [2.43, 5.73], [2.55, 8.81], [1.21, 4.71], [2.58, 7.8], [2.35, 5.84], [2.32, 11.84], [2.37, 15.81], [4.77, 9.64], [4.64, 16.72]]
epoch: 65
loss: 0.9999999924490073
dilation rates: [[1.07, 2.45], [1.17, 2.4], [1.19, 3.69], [2.51, 5.69], [2.43, 8.74], [1.32, 4.7], [2.63, 7.77], [2.39, 5.85], [2.35, 11.88], [2.43, 15.82], [4.86, 9.66], [4.72, 16.72]]
epoch: 66
loss: 0.9999999890751594
dilation rates: [[1.03, 2.56], [1.23, 2.36], [1.19, 3.74], [2.53, 5.64], [2.45, 8.8], [1.29, 4.7], [2.6, 7.78], [2.36, 5.91], [2.35, 11.85], [2.38, 15.9], [4.83, 9.6], [4.68, 16.78]]
epoch: 67
loss: 0.9999999924490073
dilation rates: [[1.12, 2.68], [1.12, 2.42], [1.1, 3.67], [2.57, 5.69], [2.42, 8.8], [1.26, 4.67], [2.56, 7.7], [2.43, 5.93], [2.39, 11.87], [2.42, 15.86], [4.81, 9.69], [4.59, 16.75]]
epoch: 68
loss: 0.9999999918063696
dilation rates: [[1.12, 2.5], [1.22, 2.5], [1.13, 3.76], [2.46, 5.61], [2.43, 8.75], [1.3, 4.6], [2.63, 7.74], [2.46, 5.94], [2.39, 11.89], [2.41, 15.84], [4.81, 9.65], [4.67, 16.71]]
epoch: 69
loss: 0.9999999903604349
dilation rates: [[1.22, 2.44], [1.33, 2.46], [1.18, 3.74], [2.49, 5.58], [2.45, 8.68], [1.25, 4.67], [2.45, 7.79], [2.41, 5.87], [2.31, 11.87], [2.35, 15.87], [4.74, 9.58], [4.62, 16.73]]
epoch: 70
loss: 0.999999991163732
dilation rates: [[1.33, 2.48], [1.34, 2.46], [1.16, 3.77], [2.62, 5.7], [2.52, 8.73], [1.23, 4.72], [2.6, 7.75], [2.41, 5.94], [2.43, 11.88], [2.37, 15.86], [4.86, 9.56], [4.67, 16.68]]
epoch: 71
loss: 0.9999999914850507
dilation rates: [[1.22, 2.5], [1.24, 2.45], [1.16, 3.68], [2.53, 5.65], [2.38, 8.73], [1.26, 4.64], [2.5, 7.76], [2.39, 5.85], [2.35, 11.9], [2.38, 15.86], [4.8, 9.59], [4.62, 16.65]]
epoch: 72
loss: 0.9999999906817536
dilation rates: [[1.12, 2.47], [1.18, 2.42], [1.24, 3.68], [2.53, 5.59], [2.43, 8.73], [1.24, 4.68], [2.5, 7.69], [2.31, 5.83], [2.37, 11.92], [2.4, 15.85], [4.85, 9.6], [4.63, 16.65]]
epoch: 73
loss: 0.9999999922883478
dilation rates: [[1.14, 2.51], [1.26, 2.42], [1.22, 3.79], [2.55, 5.68], [2.49, 8.78], [1.27, 4.65], [2.53, 7.69], [2.33, 5.9], [2.36, 11.87], [2.36, 15.83], [4.84, 9.65], [4.59, 16.64]]
epoch: 74
loss: 0.9999999924490073
dilation rates: [[1.14, 2.51], [1.22, 2.5], [1.21, 3.76], [2.54, 5.68], [2.4, 8.73], [1.28, 4.59], [2.52, 7.73], [2.36, 5.81], [2.35, 11.83], [2.35, 15.82], [4.78, 9.64], [4.66, 16.66]]
IOU: [96.93, 76.77, 89.37, 43.91, 47.16, 54.98, 47.62, 62.92, 90.82, 52.09, 92.55, 71.5, 47.01, 91.7, 55.12, 68.43, 49.05, 19.4, 63.35]
mIOU: 64.25, mIOU_reduced: 65.51, accuracy: 94.12
epoch: 75
loss: 0.9999999895571378
dilation rates: [[1.15, 2.53], [1.29, 2.45], [1.25, 3.8], [2.48, 5.64], [2.39, 8.8], [1.24, 4.47], [2.47, 7.7], [2.37, 5.78], [2.37, 11.82], [2.4, 15.81], [4.72, 9.59], [4.58, 16.71]]
epoch: 76
loss: 0.9999999918063696
dilation rates: [[1.23, 2.44], [1.14, 2.39], [1.21, 3.76], [2.44, 5.7], [2.45, 8.82], [1.18, 4.62], [2.5, 7.66], [2.39, 5.78], [2.35, 11.81], [2.42, 15.83], [4.73, 9.5], [4.67, 16.65]]
epoch: 77
loss: 0.9999999889145
dilation rates: [[1.17, 2.49], [1.27, 2.48], [1.25, 3.63], [2.51, 5.74], [2.39, 8.77], [1.29, 4.6], [2.47, 7.71], [2.39, 5.85], [2.38, 11.8], [2.39, 15.82], [4.78, 9.63], [4.62, 16.66]]
epoch: 78
loss: 0.9999999898784565
dilation rates: [[1.06, 2.45], [1.17, 2.4], [1.14, 3.69], [2.43, 5.68], [2.4, 8.75], [1.18, 4.61], [2.54, 7.66], [2.32, 5.84], [2.33, 11.84], [2.39, 15.81], [4.77, 9.62], [4.58, 16.64]]
epoch: 79
loss: 0.9999999905210942
dilation rates: [[1.21, 2.63], [1.29, 2.43], [1.15, 3.73], [2.55, 5.7], [2.45, 8.78], [1.34, 4.59], [2.52, 7.69], [2.36, 5.83], [2.35, 11.83], [2.41, 15.81], [4.77, 9.59], [4.67, 16.7]]
epoch: 80
loss: 0.9999999914850507
dilation rates: [[1.22, 2.5], [1.24, 2.46], [1.13, 3.72], [2.49, 5.66], [2.51, 8.8], [1.3, 4.62], [2.55, 7.65], [2.38, 5.84], [2.37, 11.8], [2.42, 15.84], [4.76, 9.63], [4.66, 16.61]]
epoch: 81
loss: 0.9999999918063696
dilation rates: [[1.13, 2.51], [1.22, 2.45], [1.19, 3.7], [2.5, 5.71], [2.48, 8.79], [1.27, 4.66], [2.57, 7.66], [2.46, 5.87], [2.3, 11.87], [2.39, 15.86], [4.79, 9.6], [4.68, 16.66]]
epoch: 82
loss: 0.9999999910030725
dilation rates: [[1.3, 2.46], [1.1, 2.38], [1.05, 3.72], [2.58, 5.74], [2.44, 8.68], [1.29, 4.63], [2.57, 7.69], [2.38, 5.86], [2.33, 11.79], [2.32, 15.78], [4.81, 9.63], [4.54, 16.76]]
epoch: 83
loss: 0.9999999914850507
dilation rates: [[1.06, 2.47], [1.12, 2.4], [1.24, 3.85], [2.45, 5.65], [2.48, 8.68], [1.32, 4.59], [2.57, 7.71], [2.4, 5.88], [2.38, 11.76], [2.35, 15.72], [4.69, 9.57], [4.62, 16.64]]
epoch: 84
loss: 0.9999999910030725
dilation rates: [[1.09, 2.63], [1.34, 2.47], [1.21, 3.76], [2.44, 5.69], [2.51, 8.7], [1.2, 4.58], [2.54, 7.79], [2.43, 5.97], [2.37, 11.75], [2.42, 15.75], [4.76, 9.69], [4.7, 16.65]]
epoch: 85
loss: 0.999999990039116
dilation rates: [[1.13, 2.56], [1.25, 2.5], [1.09, 3.72], [2.49, 5.69], [2.47, 8.74], [1.26, 4.68], [2.52, 7.72], [2.36, 5.9], [2.34, 11.8], [2.46, 15.79], [4.75, 9.6], [4.67, 16.68]]
epoch: 86
loss: 0.9999999881112029
dilation rates: [[1.32, 2.56], [1.21, 2.26], [1.08, 3.72], [2.43, 5.57], [2.46, 8.68], [1.28, 4.6], [2.6, 7.63], [2.42, 5.9], [2.31, 11.8], [2.49, 15.73], [4.73, 9.59], [4.6, 16.66]]
epoch: 87
loss: 0.9999999913243913
dilation rates: [[1.02, 2.53], [1.31, 2.34], [1.23, 3.69], [2.53, 5.61], [2.52, 8.56], [1.16, 4.6], [2.55, 7.67], [2.42, 5.83], [2.27, 11.82], [2.35, 15.77], [4.71, 9.63], [4.64, 16.61]]
epoch: 88
loss: 0.9999999918063696
dilation rates: [[1.13, 2.63], [1.25, 2.56], [1.18, 3.68], [2.45, 5.66], [2.47, 8.67], [1.31, 4.61], [2.52, 7.66], [2.44, 5.87], [2.36, 11.94], [2.38, 15.86], [4.77, 9.7], [4.7, 16.66]]
epoch: 89
loss: 0.9999999906817536
dilation rates: [[1.21, 2.54], [1.29, 2.42], [1.28, 3.71], [2.51, 5.73], [2.52, 8.62], [1.28, 4.66], [2.58, 7.7], [2.47, 5.86], [2.31, 11.89], [2.44, 15.81], [4.75, 9.71], [4.56, 16.72]]
epoch: 90
loss: 0.9999999916457102
dilation rates: [[1.22, 2.54], [1.21, 2.48], [1.21, 3.73], [2.47, 5.6], [2.47, 8.7], [1.21, 4.66], [2.5, 7.76], [2.43, 5.84], [2.41, 11.88], [2.41, 15.78], [4.75, 9.62], [4.64, 16.76]]
epoch: 91
loss: 0.9999999926096667
dilation rates: [[1.17, 2.5], [1.24, 2.37], [1.03, 3.68], [2.52, 5.58], [2.49, 8.73], [1.35, 4.65], [2.54, 7.68], [2.47, 5.82], [2.43, 11.83], [2.36, 15.8], [4.69, 9.55], [4.67, 16.75]]
epoch: 92
loss: 0.9999999916457102
dilation rates: [[1.19, 2.52], [1.19, 2.4], [1.24, 3.71], [2.48, 5.66], [2.48, 8.75], [1.19, 4.66], [2.53, 7.78], [2.36, 5.81], [2.35, 11.81], [2.41, 15.79], [4.77, 9.64], [4.66, 16.7]]
epoch: 93
loss: 0.9999999906817536
dilation rates: [[1.17, 2.53], [1.24, 2.38], [1.15, 3.7], [2.43, 5.65], [2.44, 8.76], [1.28, 4.6], [2.48, 7.82], [2.41, 5.84], [2.36, 11.89], [2.43, 15.87], [4.74, 9.7], [4.59, 16.68]]
epoch: 94
loss: 0.999999990039116
dilation rates: [[1.22, 2.46], [1.3, 2.6], [1.26, 3.63], [2.52, 5.66], [2.45, 8.78], [1.24, 4.61], [2.5, 7.72], [2.4, 5.82], [2.31, 11.89], [2.39, 15.9], [4.74, 9.61], [4.66, 16.67]]
epoch: 95
loss: 0.9999999908424131
dilation rates: [[1.22, 2.55], [1.25, 2.57], [1.26, 3.77], [2.44, 5.62], [2.54, 8.68], [1.26, 4.64], [2.59, 7.69], [2.4, 5.78], [2.41, 11.78], [2.4, 15.85], [4.71, 9.61], [4.64, 16.66]]
epoch: 96
loss: 0.999999991967029
dilation rates: [[1.26, 2.48], [1.25, 2.44], [1.19, 3.66], [2.51, 5.7], [2.51, 8.79], [1.26, 4.64], [2.54, 7.65], [2.43, 5.84], [2.35, 11.84], [2.39, 15.82], [4.69, 9.64], [4.67, 16.68]]
epoch: 97
loss: 0.9999999921276884
dilation rates: [[1.29, 2.59], [1.24, 2.6], [1.26, 3.74], [2.46, 5.66], [2.45, 8.73], [1.36, 4.71], [2.57, 7.71], [2.43, 5.9], [2.32, 11.89], [2.41, 15.79], [4.71, 9.66], [4.67, 16.66]]
epoch: 98
loss: 0.999999991163732
dilation rates: [[1.18, 2.52], [1.29, 2.41], [1.26, 3.88], [2.55, 5.65], [2.51, 8.8], [1.28, 4.73], [2.47, 7.69], [2.4, 5.87], [2.33, 11.77], [2.45, 15.73], [4.74, 9.59], [4.61, 16.67]]
epoch: 99
loss: 0.9999999905210942
dilation rates: [[1.15, 2.65], [1.32, 2.61], [1.25, 3.71], [2.57, 5.8], [2.47, 8.83], [1.17, 4.69], [2.51, 7.69], [2.39, 5.87], [2.31, 11.83], [2.45, 15.81], [4.8, 9.65], [4.61, 16.73]]
IOU: [96.99, 77.09, 88.77, 36.08, 43.28, 54.7, 52.0, 62.77, 90.28, 57.69, 93.31, 65.61, 40.55, 91.26, 47.14, 65.25, 51.52, 28.53, 62.47]
mIOU: 63.44, mIOU_reduced: 65.09, accuracy: 93.93
epoch: 100
loss: 0.9999999913243913
dilation rates: [[1.19, 2.55], [1.32, 2.36], [1.29, 3.73], [2.44, 5.8], [2.46, 8.76], [1.21, 4.67], [2.51, 7.71], [2.48, 5.85], [2.4, 11.9], [2.44, 15.81], [4.8, 9.71], [4.68, 16.69]]
epoch: 101
loss: 0.9999999908424131
dilation rates: [[1.3, 2.46], [1.18, 2.38], [1.19, 3.72], [2.55, 5.64], [2.46, 8.69], [1.3, 4.71], [2.6, 7.72], [2.34, 5.9], [2.35, 11.86], [2.4, 15.82], [4.8, 9.66], [4.65, 16.76]]
epoch: 102
loss: 0.9999999922883478
dilation rates: [[1.1, 2.43], [1.28, 2.4], [1.17, 3.74], [2.5, 5.64], [2.49, 8.69], [1.18, 4.67], [2.52, 7.72], [2.44, 5.8], [2.33, 11.83], [2.38, 15.81], [4.71, 9.57], [4.58, 16.72]]
epoch: 103
loss: 0.9999999930916449
dilation rates: [[1.25, 2.46], [1.32, 2.44], [1.3, 3.81], [2.59, 5.75], [2.43, 8.79], [1.3, 4.6], [2.57, 7.68], [2.45, 5.78], [2.36, 11.77], [2.4, 15.86], [4.75, 9.62], [4.61, 16.7]]
epoch: 104
loss: 0.9999999922883478
dilation rates: [[1.18, 2.54], [1.31, 2.38], [1.21, 3.79], [2.48, 5.67], [2.46, 8.66], [1.28, 4.61], [2.53, 7.71], [2.41, 5.77], [2.36, 11.74], [2.42, 15.81], [4.72, 9.59], [4.66, 16.71]]
epoch: 105
loss: 0.9999999908424131
dilation rates: [[1.2, 2.39], [1.28, 2.51], [1.15, 3.76], [2.55, 5.72], [2.46, 8.74], [1.25, 4.6], [2.54, 7.74], [2.46, 5.82], [2.3, 11.72], [2.41, 15.76], [4.71, 9.63], [4.59, 16.72]]
epoch: 106
loss: 0.9999999903604349
dilation rates: [[1.25, 2.45], [1.27, 2.5], [1.18, 3.71], [2.51, 5.76], [2.47, 8.72], [1.23, 4.6], [2.52, 7.71], [2.42, 5.74], [2.39, 11.7], [2.35, 15.75], [4.76, 9.6], [4.58, 16.58]]
epoch: 107
loss: 0.9999999890751594
dilation rates: [[1.23, 2.53], [1.31, 2.44], [1.24, 3.71], [2.53, 5.68], [2.44, 8.74], [1.24, 4.64], [2.56, 7.74], [2.42, 5.79], [2.4, 11.72], [2.37, 15.76], [4.73, 9.63], [4.66, 16.64]]
epoch: 108
loss: 0.9999999924490073
dilation rates: [[1.26, 2.57], [1.24, 2.48], [1.19, 3.78], [2.5, 5.72], [2.48, 8.89], [1.28, 4.59], [2.47, 7.76], [2.34, 5.85], [2.42, 11.74], [2.41, 15.8], [4.67, 9.61], [4.62, 16.7]]
epoch: 109
loss: 0.9999999901997754
dilation rates: [[1.13, 2.55], [1.24, 2.44], [1.21, 3.92], [2.47, 5.65], [2.5, 8.72], [1.25, 4.67], [2.54, 7.76], [2.39, 5.81], [2.39, 11.79], [2.4, 15.79], [4.7, 9.69], [4.65, 16.69]]
epoch: 110
loss: 0.9999999910030725
dilation rates: [[1.09, 2.49], [1.27, 2.41], [1.26, 3.66], [2.51, 5.68], [2.57, 8.73], [1.23, 4.66], [2.5, 7.7], [2.37, 5.83], [2.38, 11.74], [2.42, 15.74], [4.76, 9.6], [4.59, 16.64]]
epoch: 111
loss: 0.9999999898784565
dilation rates: [[1.26, 2.61], [1.23, 2.39], [1.2, 3.65], [2.58, 5.61], [2.42, 8.71], [1.25, 4.73], [2.52, 7.77], [2.33, 5.84], [2.34, 11.76], [2.35, 15.79], [4.66, 9.6], [4.65, 16.63]]
epoch: 112
loss: 0.9999999898784565
dilation rates: [[1.16, 2.51], [1.37, 2.54], [1.29, 3.85], [2.55, 5.66], [2.62, 8.76], [1.29, 4.69], [2.54, 7.82], [2.4, 5.85], [2.42, 11.8], [2.34, 15.72], [4.73, 9.69], [4.65, 16.7]]
epoch: 113
loss: 0.9999999921276884
dilation rates: [[1.14, 2.52], [1.22, 2.43], [1.18, 3.76], [2.54, 5.76], [2.51, 8.77], [1.3, 4.62], [2.51, 7.66], [2.45, 5.84], [2.34, 11.84], [2.42, 15.71], [4.75, 9.66], [4.64, 16.65]]
epoch: 114
loss: 0.9999999910030725
dilation rates: [[1.26, 2.44], [1.3, 2.38], [1.08, 3.75], [2.54, 5.6], [2.45, 8.69], [1.39, 4.67], [2.49, 7.68], [2.49, 5.8], [2.44, 11.89], [2.51, 15.72], [4.76, 9.6], [4.66, 16.64]]
epoch: 115
loss: 0.9999999927703261
dilation rates: [[1.27, 2.57], [1.38, 2.46], [1.31, 3.9], [2.57, 5.85], [2.51, 8.71], [1.27, 4.66], [2.57, 7.72], [2.45, 5.9], [2.39, 11.92], [2.4, 15.81], [4.79, 9.6], [4.61, 16.75]]
epoch: 116
loss: 0.999999991967029
dilation rates: [[1.11, 2.43], [1.27, 2.32], [1.28, 3.66], [2.47, 5.73], [2.43, 8.69], [1.25, 4.56], [2.51, 7.69], [2.34, 5.81], [2.33, 11.88], [2.36, 15.79], [4.67, 9.59], [4.52, 16.68]]
epoch: 117
loss: 0.9999999916457102
dilation rates: [[1.26, 2.59], [1.31, 2.58], [1.17, 3.81], [2.5, 5.64], [2.46, 8.74], [1.2, 4.57], [2.42, 7.62], [2.37, 5.74], [2.35, 11.89], [2.41, 15.82], [4.66, 9.63], [4.62, 16.7]]
epoch: 118
loss: 0.9999999926096667
dilation rates: [[1.28, 2.58], [1.25, 2.5], [1.27, 3.59], [2.54, 5.73], [2.56, 8.77], [1.26, 4.66], [2.56, 7.7], [2.4, 5.77], [2.36, 11.78], [2.38, 15.85], [4.79, 9.66], [4.61, 16.73]]
epoch: 119
loss: 0.9999999924490073
dilation rates: [[1.18, 2.58], [1.3, 2.49], [1.26, 3.69], [2.53, 5.53], [2.5, 8.79], [1.24, 4.59], [2.51, 7.67], [2.45, 5.68], [2.33, 11.8], [2.35, 15.78], [4.69, 9.58], [4.6, 16.69]]
epoch: 120
loss: 0.9999999901997754
dilation rates: [[1.16, 2.58], [1.33, 2.49], [1.18, 3.72], [2.57, 5.64], [2.54, 8.69], [1.3, 4.68], [2.65, 7.69], [2.47, 5.76], [2.42, 11.77], [2.46, 15.74], [4.72, 9.63], [4.63, 16.74]]
epoch: 121
loss: 0.9999999914850507
dilation rates: [[1.2, 2.6], [1.26, 2.56], [1.09, 3.75], [2.55, 5.65], [2.49, 8.84], [1.2, 4.65], [2.52, 7.7], [2.39, 5.72], [2.34, 11.81], [2.34, 15.74], [4.71, 9.61], [4.6, 16.68]]
epoch: 122
loss: 0.9999999922883478
dilation rates: [[1.38, 2.66], [1.37, 2.43], [1.21, 3.64], [2.48, 5.57], [2.5, 8.81], [1.24, 4.69], [2.47, 7.67], [2.32, 5.66], [2.35, 11.81], [2.42, 15.74], [4.68, 9.6], [4.58, 16.69]]
epoch: 123
loss: 0.9999999926096667
dilation rates: [[1.07, 2.52], [1.23, 2.47], [1.09, 3.85], [2.53, 5.68], [2.48, 8.82], [1.22, 4.7], [2.52, 7.69], [2.44, 5.72], [2.37, 11.81], [2.36, 15.75], [4.74, 9.65], [4.6, 16.74]]
epoch: 124
loss: 0.999999991163732
dilation rates: [[1.08, 2.6], [1.21, 2.47], [1.19, 3.79], [2.63, 5.62], [2.43, 8.66], [1.25, 4.67], [2.55, 7.68], [2.36, 5.76], [2.39, 11.81], [2.36, 15.71], [4.7, 9.61], [4.56, 16.63]]
IOU: [97.31, 78.75, 89.23, 40.5, 45.65, 52.78, 44.92, 64.63, 90.41, 55.94, 92.59, 71.78, 46.24, 91.74, 54.31, 66.74, 41.22, 29.99, 62.23]
mIOU: 64.05, mIOU_reduced: 65.92, accuracy: 94.24
epoch: 125
loss: 0.9999999935736232
dilation rates: [[1.31, 2.5], [1.28, 2.58], [1.29, 3.77], [2.63, 5.64], [2.6, 8.77], [1.23, 4.61], [2.44, 7.67], [2.39, 5.79], [2.41, 11.81], [2.42, 15.78], [4.67, 9.67], [4.63, 16.66]]
epoch: 126
loss: 0.9999999908424131
dilation rates: [[1.15, 2.42], [1.26, 2.48], [1.17, 3.73], [2.53, 5.65], [2.53, 8.76], [1.25, 4.7], [2.46, 7.69], [2.45, 5.71], [2.41, 11.86], [2.38, 15.75], [4.69, 9.53], [4.52, 16.61]]
epoch: 127
loss: 0.9999999908424131
dilation rates: [[1.22, 2.55], [1.38, 2.62], [1.14, 3.77], [2.45, 5.61], [2.6, 8.68], [1.27, 4.74], [2.49, 7.62], [2.41, 5.7], [2.31, 11.76], [2.34, 15.77], [4.74, 9.65], [4.6, 16.7]]
epoch: 128
loss: 0.9999999922883478
dilation rates: [[1.28, 2.58], [1.35, 2.54], [1.18, 3.79], [2.48, 5.68], [2.54, 8.74], [1.25, 4.77], [2.58, 7.69], [2.43, 5.72], [2.38, 11.82], [2.37, 15.83], [4.73, 9.58], [4.58, 16.74]]
epoch: 129
loss: 0.999999991163732
dilation rates: [[1.16, 2.57], [1.23, 2.53], [1.21, 3.75], [2.58, 5.63], [2.56, 8.72], [1.19, 4.73], [2.45, 7.73], [2.48, 5.73], [2.39, 11.73], [2.44, 15.7], [4.66, 9.6], [4.63, 16.69]]
epoch: 130
loss: 0.9999999885931812
dilation rates: [[1.22, 2.6], [1.18, 2.59], [1.31, 3.77], [2.59, 5.7], [2.48, 8.64], [1.32, 4.75], [2.53, 7.66], [2.49, 5.79], [2.41, 11.79], [2.49, 15.77], [4.74, 9.56], [4.62, 16.71]]
epoch: 131
loss: 0.9999999905210942
dilation rates: [[1.24, 2.55], [1.33, 2.4], [1.21, 3.75], [2.56, 5.59], [2.51, 8.72], [1.35, 4.69], [2.53, 7.71], [2.41, 5.8], [2.47, 11.79], [2.41, 15.79], [4.74, 9.59], [4.6, 16.72]]
epoch: 132
loss: 0.9999999908424131
dilation rates: [[1.36, 2.54], [1.33, 2.51], [1.15, 3.83], [2.57, 5.51], [2.42, 8.68], [1.2, 4.63], [2.59, 7.71], [2.43, 5.77], [2.44, 11.81], [2.39, 15.84], [4.69, 9.58], [4.61, 16.64]]
epoch: 133
loss: 0.9999999906817536
dilation rates: [[1.22, 2.5], [1.29, 2.44], [1.14, 3.81], [2.55, 5.65], [2.53, 8.68], [1.39, 4.66], [2.48, 7.76], [2.38, 5.78], [2.41, 11.87], [2.38, 15.8], [4.69, 9.63], [4.62, 16.66]]
epoch: 134
loss: 0.9999999921276884
dilation rates: [[1.37, 2.5], [1.08, 2.49], [1.23, 3.7], [2.61, 5.59], [2.53, 8.79], [1.29, 4.65], [2.41, 7.73], [2.44, 5.73], [2.43, 11.82], [2.41, 15.75], [4.76, 9.61], [4.56, 16.71]]
epoch: 135
loss: 0.9999999922883478
dilation rates: [[1.16, 2.58], [1.3, 2.38], [1.16, 3.71], [2.32, 5.61], [2.45, 8.74], [1.34, 4.65], [2.49, 7.68], [2.37, 5.81], [2.33, 11.81], [2.39, 15.73], [4.75, 9.64], [4.57, 16.71]]
epoch: 136
loss: 0.9999999910030725
dilation rates: [[1.26, 2.44], [1.39, 2.43], [1.33, 3.75], [2.57, 5.55], [2.54, 8.78], [1.31, 4.66], [2.53, 7.69], [2.41, 5.78], [2.31, 11.81], [2.39, 15.71], [4.68, 9.6], [4.59, 16.71]]
epoch: 137
loss: 0.999999991967029
dilation rates: [[1.3, 2.43], [1.18, 2.36], [1.17, 3.68], [2.55, 5.72], [2.51, 8.79], [1.34, 4.69], [2.57, 7.68], [2.45, 5.74], [2.4, 11.8], [2.32, 15.7], [4.69, 9.62], [4.58, 16.71]]
epoch: 138
loss: 0.9999999932523044
dilation rates: [[1.21, 2.56], [1.3, 2.46], [1.23, 3.72], [2.53, 5.63], [2.38, 8.67], [1.19, 4.7], [2.57, 7.69], [2.44, 5.78], [2.37, 11.71], [2.3, 15.7], [4.71, 9.56], [4.55, 16.72]]
epoch: 139
loss: 0.9999999932523044
dilation rates: [[1.19, 2.45], [1.24, 2.32], [1.16, 3.68], [2.46, 5.65], [2.51, 8.67], [1.27, 4.57], [2.5, 7.67], [2.31, 5.73], [2.39, 11.74], [2.44, 15.72], [4.64, 9.53], [4.53, 16.68]]
epoch: 140
loss: 0.9999999927703261
dilation rates: [[1.27, 2.59], [1.32, 2.33], [1.14, 3.72], [2.51, 5.66], [2.5, 8.68], [1.31, 4.5], [2.53, 7.67], [2.48, 5.78], [2.41, 11.73], [2.41, 15.8], [4.71, 9.61], [4.67, 16.7]]
epoch: 141
loss: 0.9999999924490073
dilation rates: [[1.33, 2.29], [1.28, 2.53], [1.31, 3.61], [2.55, 5.54], [2.45, 8.65], [1.31, 4.59], [2.5, 7.64], [2.48, 5.59], [2.34, 11.76], [2.36, 15.76], [4.67, 9.56], [4.57, 16.64]]
epoch: 142
loss: 0.9999999918063696
dilation rates: [[1.19, 2.54], [1.29, 2.4], [1.29, 3.54], [2.39, 5.61], [2.51, 8.64], [1.23, 4.67], [2.43, 7.59], [2.39, 5.58], [2.33, 11.71], [2.41, 15.7], [4.65, 9.53], [4.6, 16.6]]
epoch: 143
loss: 0.9999999914850507
dilation rates: [[1.23, 2.47], [1.18, 2.31], [1.14, 3.85], [2.51, 5.69], [2.54, 8.61], [1.32, 4.62], [2.5, 7.67], [2.43, 5.68], [2.33, 11.75], [2.35, 15.85], [4.73, 9.61], [4.57, 16.71]]
epoch: 144
loss: 0.9999999916457102
dilation rates: [[1.2, 2.54], [1.18, 2.54], [1.27, 3.74], [2.55, 5.57], [2.49, 8.72], [1.26, 4.58], [2.5, 7.73], [2.4, 5.74], [2.34, 11.72], [2.39, 15.9], [4.71, 9.58], [4.63, 16.72]]
epoch: 145
loss: 0.9999999916457102
dilation rates: [[1.19, 2.52], [1.31, 2.62], [1.13, 3.73], [2.52, 5.73], [2.47, 8.64], [1.31, 4.58], [2.46, 7.69], [2.44, 5.75], [2.38, 11.71], [2.51, 15.9], [4.69, 9.58], [4.58, 16.78]]
epoch: 146
loss: 0.9999999924490073
dilation rates: [[1.09, 2.5], [1.29, 2.49], [1.27, 3.68], [2.58, 5.73], [2.55, 8.62], [1.27, 4.58], [2.63, 7.71], [2.47, 5.78], [2.39, 11.72], [2.49, 15.86], [4.74, 9.61], [4.65, 16.69]]
epoch: 147
loss: 0.9999999929309855
dilation rates: [[1.37, 2.6], [1.37, 2.48], [1.21, 3.78], [2.68, 5.61], [2.53, 8.66], [1.24, 4.63], [2.52, 7.74], [2.48, 5.69], [2.46, 11.65], [2.44, 15.78], [4.79, 9.59], [4.63, 16.63]]
epoch: 148
loss: 0.9999999930916449
dilation rates: [[1.3, 2.58], [1.27, 2.5], [1.23, 3.68], [2.55, 5.64], [2.38, 8.73], [1.21, 4.55], [2.41, 7.71], [2.35, 5.74], [2.35, 11.63], [2.37, 15.78], [4.7, 9.53], [4.52, 16.7]]
epoch: 149
loss: 0.9999999918063696
dilation rates: [[1.28, 2.52], [1.34, 2.57], [1.19, 3.68], [2.56, 5.75], [2.51, 8.77], [1.27, 4.59], [2.39, 7.72], [2.42, 5.75], [2.33, 11.7], [2.42, 15.74], [4.68, 9.58], [4.64, 16.73]]
IOU: [97.44, 79.93, 90.0, 45.77, 50.31, 57.04, 58.04, 69.78, 90.84, 60.56, 93.65, 73.46, 50.57, 92.0, 55.26, 71.91, 65.5, 30.64, 68.09]
mIOU: 68.46, mIOU_reduced: 69.26, accuracy: 94.68
epoch: 150
loss: 0.9999999908424131
dilation rates: [[1.24, 2.48], [1.37, 2.54], [1.22, 3.83], [2.55, 5.62], [2.42, 8.72], [1.22, 4.66], [2.53, 7.74], [2.49, 5.77], [2.35, 11.73], [2.39, 15.77], [4.65, 9.58], [4.55, 16.76]]
epoch: 151
loss: 0.9999999918063696
dilation rates: [[1.16, 2.55], [1.35, 2.49], [1.21, 3.87], [2.57, 5.6], [2.52, 8.77], [1.34, 4.7], [2.58, 7.68], [2.55, 5.75], [2.46, 11.72], [2.43, 15.76], [4.77, 9.61], [4.68, 16.7]]
epoch: 152
loss: 0.9999999929309855
dilation rates: [[1.13, 2.59], [1.25, 2.47], [1.22, 3.7], [2.5, 5.63], [2.51, 8.66], [1.3, 4.6], [2.46, 7.68], [2.44, 5.74], [2.38, 11.68], [2.41, 15.83], [4.74, 9.61], [4.61, 16.68]]
epoch: 153
loss: 0.9999999922883478
dilation rates: [[1.23, 2.48], [1.36, 2.38], [1.16, 3.71], [2.52, 5.68], [2.48, 8.73], [1.19, 4.63], [2.48, 7.64], [2.34, 5.72], [2.39, 11.72], [2.36, 15.78], [4.65, 9.53], [4.56, 16.64]]
epoch: 154
loss: 0.9999999927703261
dilation rates: [[1.24, 2.49], [1.37, 2.5], [1.22, 3.86], [2.64, 5.52], [2.58, 8.75], [1.3, 4.61], [2.55, 7.58], [2.39, 5.77], [2.42, 11.76], [2.44, 15.74], [4.74, 9.55], [4.55, 16.66]]
epoch: 155
loss: 0.9999999903604349
dilation rates: [[1.23, 2.64], [1.23, 2.46], [1.11, 3.65], [2.55, 5.61], [2.45, 8.7], [1.2, 4.62], [2.53, 7.62], [2.31, 5.74], [2.32, 11.81], [2.4, 15.84], [4.67, 9.6], [4.51, 16.65]]
epoch: 156
loss: 0.9999999916457102
dilation rates: [[1.33, 2.43], [1.27, 2.47], [1.23, 3.69], [2.54, 5.71], [2.43, 8.73], [1.17, 4.61], [2.45, 7.59], [2.34, 5.78], [2.34, 11.78], [2.36, 15.72], [4.65, 9.59], [4.54, 16.61]]
epoch: 157
loss: 0.9999999914850507
dilation rates: [[1.27, 2.6], [1.38, 2.48], [1.24, 3.8], [2.68, 5.72], [2.58, 8.71], [1.18, 4.61], [2.57, 7.63], [2.51, 5.77], [2.46, 11.8], [2.41, 15.83], [4.76, 9.66], [4.61, 16.74]]
epoch: 158
loss: 0.999999990039116
dilation rates: [[1.19, 2.53], [1.21, 2.37], [1.23, 3.7], [2.38, 5.62], [2.51, 8.74], [1.36, 4.59], [2.48, 7.66], [2.46, 5.73], [2.39, 11.74], [2.43, 15.74], [4.67, 9.67], [4.53, 16.69]]
epoch: 159
loss: 0.9999999906817536
dilation rates: [[1.28, 2.55], [1.41, 2.44], [1.27, 3.76], [2.55, 5.64], [2.45, 8.61], [1.2, 4.56], [2.55, 7.61], [2.39, 5.76], [2.36, 11.74], [2.36, 15.72], [4.74, 9.66], [4.56, 16.56]]
epoch: 160
loss: 0.9999999916457102
dilation rates: [[1.34, 2.53], [1.33, 2.48], [1.13, 3.78], [2.51, 5.61], [2.6, 8.69], [1.34, 4.54], [2.52, 7.65], [2.42, 5.73], [2.36, 11.73], [2.45, 15.71], [4.69, 9.69], [4.55, 16.62]]
epoch: 161
loss: 0.9999999929309855
dilation rates: [[1.11, 2.54], [1.3, 2.58], [1.23, 3.71], [2.54, 5.58], [2.39, 8.68], [1.15, 4.66], [2.49, 7.63], [2.43, 5.75], [2.42, 11.73], [2.4, 15.75], [4.7, 9.61], [4.65, 16.69]]
epoch: 162
loss: 0.999999991967029
dilation rates: [[1.16, 2.57], [1.33, 2.58], [1.28, 3.76], [2.54, 5.66], [2.58, 8.66], [1.14, 4.61], [2.61, 7.64], [2.44, 5.78], [2.42, 11.7], [2.48, 15.72], [4.71, 9.64], [4.64, 16.64]]
epoch: 163
loss: 0.999999991967029
dilation rates: [[1.19, 2.47], [1.25, 2.35], [1.18, 3.77], [2.55, 5.6], [2.53, 8.64], [1.17, 4.62], [2.44, 7.68], [2.45, 5.73], [2.33, 11.78], [2.4, 15.73], [4.7, 9.6], [4.58, 16.65]]
epoch: 164
loss: 0.9999999918063696
dilation rates: [[1.1, 2.62], [1.27, 2.58], [1.16, 3.76], [2.59, 5.61], [2.52, 8.69], [1.21, 4.63], [2.46, 7.67], [2.44, 5.77], [2.42, 11.82], [2.39, 15.75], [4.7, 9.6], [4.63, 16.66]]
epoch: 165
loss: 0.9999999918063696
dilation rates: [[1.18, 2.46], [1.35, 2.52], [1.28, 3.62], [2.51, 5.62], [2.53, 8.75], [1.26, 4.66], [2.52, 7.75], [2.43, 5.79], [2.37, 11.78], [2.36, 15.71], [4.68, 9.49], [4.59, 16.65]]
epoch: 166
loss: 0.9999999930916449
dilation rates: [[1.33, 2.75], [1.29, 2.5], [1.06, 3.68], [2.52, 5.67], [2.52, 8.7], [1.32, 4.63], [2.52, 7.65], [2.48, 5.84], [2.45, 11.79], [2.5, 15.67], [4.77, 9.65], [4.67, 16.68]]
epoch: 167
loss: 0.9999999927703261
dilation rates: [[1.15, 2.64], [1.33, 2.5], [1.27, 3.82], [2.52, 5.59], [2.48, 8.84], [1.27, 4.68], [2.52, 7.58], [2.45, 5.82], [2.34, 11.79], [2.35, 15.71], [4.74, 9.6], [4.62, 16.67]]
epoch: 168
loss: 0.9999999910030725
dilation rates: [[1.29, 2.54], [1.36, 2.52], [1.2, 3.73], [2.52, 5.68], [2.52, 8.67], [1.18, 4.69], [2.53, 7.64], [2.41, 5.78], [2.41, 11.79], [2.43, 15.75], [4.74, 9.57], [4.56, 16.66]]
epoch: 169
loss: 0.9999999922883478
dilation rates: [[1.27, 2.52], [1.21, 2.53], [1.16, 3.74], [2.5, 5.68], [2.55, 8.72], [1.22, 4.7], [2.46, 7.69], [2.49, 5.76], [2.39, 11.83], [2.39, 15.75], [4.78, 9.59], [4.57, 16.66]]
epoch: 170
loss: 0.999999991967029
dilation rates: [[1.22, 2.58], [1.19, 2.46], [1.16, 3.72], [2.57, 5.62], [2.54, 8.77], [1.22, 4.74], [2.51, 7.67], [2.54, 5.73], [2.39, 11.79], [2.46, 15.85], [4.8, 9.7], [4.65, 16.67]]
epoch: 171
loss: 0.9999999906817536
dilation rates: [[1.27, 2.65], [1.28, 2.52], [1.29, 3.89], [2.6, 5.65], [2.58, 8.71], [1.28, 4.72], [2.5, 7.65], [2.48, 5.72], [2.36, 11.79], [2.52, 15.78], [4.73, 9.63], [4.63, 16.67]]
epoch: 172
loss: 0.9999999898784565
dilation rates: [[1.3, 2.58], [1.24, 2.49], [1.3, 3.83], [2.53, 5.67], [2.47, 8.66], [1.25, 4.63], [2.55, 7.56], [2.53, 5.7], [2.38, 11.82], [2.44, 15.78], [4.69, 9.65], [4.62, 16.64]]
epoch: 173
loss: 0.999999991967029
dilation rates: [[1.31, 2.58], [1.45, 2.44], [1.27, 3.68], [2.55, 5.67], [2.45, 8.73], [1.32, 4.64], [2.52, 7.62], [2.44, 5.77], [2.44, 11.8], [2.39, 15.74], [4.68, 9.63], [4.57, 16.67]]
epoch: 174
loss: 0.999999991967029
dilation rates: [[1.31, 2.48], [1.33, 2.51], [1.39, 3.82], [2.55, 5.55], [2.54, 8.7], [1.4, 4.66], [2.54, 7.77], [2.48, 5.73], [2.4, 11.79], [2.37, 15.77], [4.74, 9.63], [4.55, 16.72]]
IOU: [95.37, 70.49, 84.7, 22.64, 27.62, 41.83, 37.57, 62.7, 86.0, 44.17, 92.94, 67.84, 36.05, 87.12, 37.79, 23.74, 49.37, 16.06, 57.38]
mIOU: 54.81, mIOU_reduced: 58.16, accuracy: 91.18
epoch: 175
loss: 0.9999999927703261
dilation rates: [[1.22, 2.53], [1.18, 2.6], [1.28, 3.64], [2.59, 5.69], [2.53, 8.73], [1.31, 4.64], [2.43, 7.77], [2.43, 5.71], [2.39, 11.78], [2.35, 15.76], [4.63, 9.68], [4.53, 16.73]]
epoch: 176
loss: 0.9999999913243913
dilation rates: [[1.2, 2.55], [1.21, 2.46], [1.23, 3.67], [2.51, 5.56], [2.46, 8.64], [1.25, 4.55], [2.5, 7.68], [2.44, 5.75], [2.36, 11.74], [2.28, 15.79], [4.62, 9.62], [4.59, 16.66]]
epoch: 177
loss: 0.9999999926096667
dilation rates: [[1.27, 2.6], [1.2, 2.47], [1.22, 3.67], [2.52, 5.59], [2.45, 8.64], [1.14, 4.59], [2.49, 7.65], [2.44, 5.76], [2.32, 11.68], [2.33, 15.77], [4.57, 9.55], [4.53, 16.61]]
epoch: 178
loss: 0.9999999927703261
dilation rates: [[1.4, 2.5], [1.32, 2.47], [1.27, 3.73], [2.6, 5.58], [2.64, 8.63], [1.31, 4.56], [2.54, 7.72], [2.44, 5.69], [2.38, 11.68], [2.45, 15.68], [4.64, 9.6], [4.54, 16.63]]
epoch: 179
loss: 0.9999999914850507
dilation rates: [[1.33, 2.6], [1.36, 2.52], [1.38, 3.76], [2.64, 5.65], [2.51, 8.77], [1.31, 4.56], [2.58, 7.73], [2.46, 5.68], [2.41, 11.78], [2.5, 15.75], [4.72, 9.61], [4.6, 16.65]]
epoch: 180
loss: 0.9999999924490073
dilation rates: [[1.19, 2.63], [1.41, 2.48], [1.32, 3.71], [2.61, 5.69], [2.47, 8.81], [1.33, 4.56], [2.54, 7.77], [2.52, 5.68], [2.45, 11.81], [2.37, 15.84], [4.68, 9.6], [4.62, 16.61]]
epoch: 181
loss: 0.999999991967029
dilation rates: [[1.19, 2.42], [1.32, 2.43], [1.18, 3.66], [2.45, 5.62], [2.43, 8.74], [1.28, 4.57], [2.55, 7.72], [2.44, 5.63], [2.46, 11.75], [2.43, 15.78], [4.65, 9.58], [4.58, 16.61]]
epoch: 182
loss: 0.9999999926096667
dilation rates: [[1.3, 2.49], [1.3, 2.53], [1.23, 3.76], [2.46, 5.62], [2.48, 8.73], [1.23, 4.6], [2.34, 7.65], [2.45, 5.68], [2.39, 11.72], [2.42, 15.72], [4.61, 9.6], [4.56, 16.64]]
epoch: 183
loss: 0.9999999918063696
dilation rates: [[1.2, 2.57], [1.25, 2.49], [1.22, 3.67], [2.52, 5.55], [2.42, 8.69], [1.27, 4.57], [2.47, 7.65], [2.44, 5.7], [2.43, 11.8], [2.43, 15.77], [4.65, 9.57], [4.55, 16.69]]
epoch: 184
loss: 0.9999999913243913
dilation rates: [[1.31, 2.65], [1.43, 2.48], [1.23, 3.74], [2.66, 5.51], [2.47, 8.79], [1.34, 4.59], [2.52, 7.6], [2.41, 5.71], [2.42, 11.73], [2.44, 15.74], [4.67, 9.67], [4.6, 16.67]]
epoch: 185
loss: 0.9999999924490073
dilation rates: [[1.37, 2.61], [1.41, 2.53], [1.37, 3.72], [2.53, 5.52], [2.57, 8.65], [1.34, 4.59], [2.45, 7.58], [2.51, 5.75], [2.42, 11.84], [2.4, 15.71], [4.65, 9.66], [4.53, 16.65]]
epoch: 186
loss: 0.9999999914850507
dilation rates: [[1.21, 2.54], [1.38, 2.51], [1.15, 3.77], [2.56, 5.75], [2.57, 8.68], [1.25, 4.62], [2.53, 7.57], [2.41, 5.74], [2.34, 11.79], [2.37, 15.81], [4.64, 9.55], [4.59, 16.64]]
epoch: 187
loss: 0.9999999930916449
dilation rates: [[1.3, 2.69], [1.42, 2.5], [1.37, 3.64], [2.52, 5.57], [2.52, 8.64], [1.29, 4.62], [2.58, 7.62], [2.5, 5.73], [2.42, 11.7], [2.4, 15.86], [4.68, 9.52], [4.58, 16.64]]
epoch: 188
loss: 0.9999999908424131
dilation rates: [[1.3, 2.4], [1.26, 2.5], [1.28, 3.7], [2.42, 5.56], [2.54, 8.65], [1.12, 4.56], [2.5, 7.57], [2.47, 5.76], [2.4, 11.85], [2.42, 15.84], [4.64, 9.59], [4.57, 16.7]]
epoch: 189
loss: 0.9999999926096667
dilation rates: [[1.34, 2.53], [1.34, 2.48], [1.25, 3.68], [2.55, 5.57], [2.55, 8.67], [1.24, 4.61], [2.47, 7.65], [2.48, 5.72], [2.37, 11.8], [2.45, 15.79], [4.66, 9.56], [4.57, 16.7]]
epoch: 190
loss: 0.9999999906817536
dilation rates: [[1.3, 2.69], [1.35, 2.52], [1.3, 3.72], [2.54, 5.68], [2.57, 8.67], [1.18, 4.62], [2.48, 7.69], [2.43, 5.72], [2.42, 11.85], [2.39, 15.71], [4.63, 9.61], [4.59, 16.68]]
epoch: 191
loss: 0.9999999918063696
dilation rates: [[1.31, 2.65], [1.25, 2.48], [1.2, 3.66], [2.45, 5.65], [2.55, 8.7], [1.39, 4.69], [2.47, 7.62], [2.47, 5.74], [2.45, 11.8], [2.41, 15.74], [4.67, 9.62], [4.58, 16.73]]
epoch: 192
loss: 0.9999999913243913
dilation rates: [[1.36, 2.62], [1.45, 2.46], [1.33, 3.72], [2.54, 5.57], [2.63, 8.8], [1.24, 4.69], [2.61, 7.71], [2.45, 5.71], [2.45, 11.76], [2.43, 15.73], [4.69, 9.58], [4.63, 16.7]]
epoch: 193
loss: 0.9999999910030725
dilation rates: [[1.27, 2.53], [1.34, 2.47], [1.26, 3.7], [2.59, 5.72], [2.47, 8.85], [1.22, 4.71], [2.62, 7.65], [2.45, 5.73], [2.44, 11.76], [2.39, 15.73], [4.75, 9.64], [4.65, 16.69]]
epoch: 194
loss: 0.999999991967029
dilation rates: [[1.33, 2.5], [1.34, 2.39], [1.29, 3.61], [2.55, 5.69], [2.48, 8.65], [1.25, 4.66], [2.54, 7.62], [2.46, 5.66], [2.36, 11.72], [2.4, 15.71], [4.75, 9.54], [4.57, 16.64]]
epoch: 195
loss: 0.9999999921276884
dilation rates: [[1.33, 2.53], [1.28, 2.56], [1.26, 3.7], [2.58, 5.51], [2.55, 8.69], [1.33, 4.6], [2.49, 7.62], [2.47, 5.68], [2.42, 11.81], [2.45, 15.65], [4.69, 9.59], [4.58, 16.6]]
epoch: 196
loss: 0.9999999918063696
dilation rates: [[1.3, 2.59], [1.28, 2.48], [1.16, 3.69], [2.45, 5.58], [2.55, 8.74], [1.25, 4.52], [2.57, 7.66], [2.47, 5.64], [2.42, 11.76], [2.43, 15.68], [4.72, 9.6], [4.56, 16.67]]
epoch: 197
loss: 0.999999991967029
dilation rates: [[1.36, 2.52], [1.27, 2.51], [1.28, 3.72], [2.66, 5.65], [2.5, 8.6], [1.32, 4.56], [2.51, 7.6], [2.52, 5.75], [2.4, 11.83], [2.4, 15.74], [4.73, 9.56], [4.57, 16.7]]
epoch: 198
loss: 0.9999999922883478
dilation rates: [[1.32, 2.48], [1.38, 2.48], [1.32, 3.76], [2.57, 5.6], [2.57, 8.68], [1.37, 4.59], [2.46, 7.68], [2.52, 5.79], [2.43, 11.75], [2.41, 15.74], [4.84, 9.62], [4.61, 16.69]]
epoch: 199
loss: 0.9999999916457102
dilation rates: [[1.19, 2.63], [1.33, 2.51], [1.29, 3.7], [2.51, 5.72], [2.56, 8.74], [1.26, 4.7], [2.43, 7.71], [2.43, 5.78], [2.38, 11.78], [2.36, 15.76], [4.7, 9.6], [4.56, 16.69]]
IOU: [97.39, 78.27, 89.64, 38.24, 48.09, 57.4, 54.82, 71.05, 90.85, 56.41, 94.48, 75.11, 53.84, 91.52, 54.49, 66.42, 32.45, 35.13, 67.05]
mIOU: 65.93, mIOU_reduced: 68.71, accuracy: 94.51
epoch: 200
loss: 0.9999999922883478
dilation rates: [[1.27, 2.52], [1.22, 2.53], [1.1, 3.71], [2.58, 5.61], [2.48, 8.73], [1.18, 4.63], [2.52, 7.7], [2.44, 5.75], [2.44, 11.7], [2.36, 15.76], [4.65, 9.55], [4.53, 16.65]]
epoch: 201
loss: 0.9999999929309855
dilation rates: [[1.31, 2.54], [1.37, 2.46], [1.3, 3.65], [2.51, 5.51], [2.54, 8.73], [1.28, 4.66], [2.52, 7.63], [2.41, 5.76], [2.42, 11.71], [2.37, 15.79], [4.64, 9.54], [4.55, 16.65]]
epoch: 202
loss: 0.9999999921276884
dilation rates: [[1.28, 2.68], [1.24, 2.5], [1.24, 3.71], [2.59, 5.54], [2.54, 8.73], [1.24, 4.67], [2.45, 7.63], [2.41, 5.75], [2.41, 11.74], [2.34, 15.81], [4.71, 9.6], [4.56, 16.63]]
epoch: 203
loss: 0.999999991967029
dilation rates: [[1.28, 2.61], [1.42, 2.56], [1.27, 3.59], [2.44, 5.57], [2.51, 8.67], [1.28, 4.67], [2.52, 7.66], [2.44, 5.72], [2.45, 11.7], [2.42, 15.84], [4.71, 9.6], [4.59, 16.68]]
epoch: 204
loss: 0.9999999926096667
dilation rates: [[1.31, 2.7], [1.24, 2.46], [1.38, 3.65], [2.56, 5.53], [2.61, 8.65], [1.17, 4.57], [2.47, 7.62], [2.5, 5.69], [2.45, 11.65], [2.39, 15.79], [4.67, 9.58], [4.58, 16.67]]
epoch: 205
loss: 0.9999999913243913
dilation rates: [[1.28, 2.55], [1.34, 2.45], [1.21, 3.65], [2.45, 5.58], [2.61, 8.66], [1.28, 4.64], [2.61, 7.59], [2.45, 5.72], [2.36, 11.71], [2.42, 15.71], [4.65, 9.52], [4.55, 16.66]]
epoch: 206
loss: 0.9999999930916449
dilation rates: [[1.22, 2.6], [1.35, 2.45], [1.24, 3.7], [2.49, 5.62], [2.47, 8.64], [1.24, 4.71], [2.52, 7.64], [2.48, 5.73], [2.46, 11.73], [2.42, 15.65], [4.66, 9.56], [4.55, 16.65]]
epoch: 207
loss: 0.9999999914850507
dilation rates: [[1.18, 2.61], [1.22, 2.5], [1.25, 3.66], [2.48, 5.7], [2.63, 8.61], [1.31, 4.65], [2.57, 7.6], [2.47, 5.74], [2.48, 11.71], [2.48, 15.6], [4.64, 9.57], [4.59, 16.65]]
epoch: 208
loss: 0.9999999910030725
dilation rates: [[1.18, 2.44], [1.31, 2.39], [1.3, 3.79], [2.43, 5.58], [2.49, 8.71], [1.33, 4.71], [2.41, 7.69], [2.41, 5.9], [2.41, 11.73], [2.37, 15.63], [4.71, 9.53], [4.54, 16.7]]
epoch: 209
loss: 0.9999999951802174
dilation rates: [[1.33, 2.65], [1.35, 2.46], [1.18, 3.65], [2.58, 5.62], [2.57, 8.73], [1.27, 4.63], [2.55, 7.68], [2.52, 5.82], [2.47, 11.68], [2.44, 15.67], [4.65, 9.64], [4.61, 16.69]]
epoch: 210
loss: 0.9999999916457102
dilation rates: [[1.31, 2.55], [1.24, 2.49], [1.2, 3.64], [2.52, 5.64], [2.47, 8.65], [1.23, 4.57], [2.5, 7.66], [2.44, 5.79], [2.42, 11.67], [2.37, 15.68], [4.7, 9.61], [4.52, 16.68]]
epoch: 211
loss: 0.9999999935736232
dilation rates: [[1.37, 2.56], [1.32, 2.49], [1.22, 3.7], [2.52, 5.58], [2.58, 8.67], [1.34, 4.66], [2.54, 7.76], [2.53, 5.7], [2.39, 11.7], [2.41, 15.66], [4.72, 9.61], [4.58, 16.7]]
epoch: 212
loss: 0.999999991163732
dilation rates: [[1.35, 2.51], [1.31, 2.37], [1.17, 3.68], [2.52, 5.65], [2.56, 8.75], [1.3, 4.63], [2.58, 7.69], [2.47, 5.61], [2.34, 11.73], [2.4, 15.68], [4.68, 9.61], [4.48, 16.67]]
epoch: 213
loss: 0.999999990039116
dilation rates: [[1.34, 2.58], [1.25, 2.44], [1.36, 3.74], [2.55, 5.67], [2.56, 8.72], [1.27, 4.65], [2.48, 7.72], [2.42, 5.64], [2.42, 11.78], [2.4, 15.74], [4.66, 9.55], [4.54, 16.71]]
epoch: 214
loss: 0.9999999918063696
dilation rates: [[1.29, 2.56], [1.28, 2.46], [1.21, 3.75], [2.46, 5.61], [2.45, 8.73], [1.27, 4.72], [2.45, 7.69], [2.45, 5.69], [2.27, 11.79], [2.42, 15.75], [4.62, 9.59], [4.49, 16.71]]
epoch: 215
loss: 0.9999999930916449
dilation rates: [[1.12, 2.58], [1.34, 2.55], [1.18, 3.73], [2.55, 5.68], [2.47, 8.7], [1.27, 4.63], [2.53, 7.63], [2.47, 5.69], [2.38, 11.73], [2.42, 15.72], [4.67, 9.55], [4.55, 16.67]]
epoch: 216
loss: 0.9999999914850507
dilation rates: [[1.33, 2.55], [1.41, 2.44], [1.16, 3.88], [2.54, 5.5], [2.56, 8.75], [1.17, 4.67], [2.54, 7.71], [2.47, 5.77], [2.43, 11.82], [2.44, 15.79], [4.67, 9.57], [4.58, 16.69]]
epoch: 217
loss: 0.9999999934129638
dilation rates: [[1.31, 2.59], [1.38, 2.55], [1.25, 3.66], [2.58, 5.53], [2.49, 8.6], [1.21, 4.58], [2.52, 7.56], [2.46, 5.68], [2.43, 11.66], [2.37, 15.79], [4.62, 9.58], [4.57, 16.63]]
epoch: 218
loss: 0.9999999918063696
dilation rates: [[1.32, 2.55], [1.2, 2.42], [1.25, 3.75], [2.57, 5.72], [2.59, 8.75], [1.31, 4.7], [2.57, 7.66], [2.49, 5.75], [2.44, 11.65], [2.47, 15.74], [4.66, 9.56], [4.55, 16.64]]
epoch: 219
loss: 0.9999999926096667
dilation rates: [[1.29, 2.59], [1.28, 2.44], [1.18, 3.65], [2.52, 5.62], [2.51, 8.81], [1.3, 4.65], [2.47, 7.76], [2.41, 5.74], [2.44, 11.74], [2.39, 15.77], [4.68, 9.61], [4.51, 16.61]]
epoch: 220
loss: 0.9999999922883478
dilation rates: [[1.35, 2.67], [1.29, 2.42], [1.27, 3.73], [2.65, 5.62], [2.49, 8.7], [1.2, 4.62], [2.48, 7.65], [2.42, 5.71], [2.35, 11.73], [2.35, 15.73], [4.66, 9.6], [4.55, 16.64]]
epoch: 221
loss: 0.9999999924490073
dilation rates: [[1.28, 2.5], [1.33, 2.41], [1.28, 3.81], [2.53, 5.71], [2.44, 8.65], [1.27, 4.54], [2.55, 7.68], [2.42, 5.77], [2.48, 11.71], [2.35, 15.76], [4.66, 9.62], [4.52, 16.68]]
epoch: 222
loss: 0.9999999930916449
dilation rates: [[1.36, 2.66], [1.33, 2.39], [1.25, 3.8], [2.56, 5.59], [2.44, 8.61], [1.31, 4.62], [2.5, 7.65], [2.44, 5.7], [2.34, 11.71], [2.41, 15.71], [4.69, 9.57], [4.55, 16.59]]
epoch: 223
loss: 0.9999999929309855
dilation rates: [[1.34, 2.53], [1.4, 2.52], [1.27, 3.71], [2.58, 5.57], [2.56, 8.64], [1.32, 4.65], [2.53, 7.65], [2.48, 5.68], [2.38, 11.64], [2.4, 15.68], [4.67, 9.57], [4.54, 16.66]]
epoch: 224
loss: 0.9999999906817536
dilation rates: [[1.25, 2.5], [1.27, 2.52], [1.11, 3.75], [2.5, 5.63], [2.54, 8.83], [1.22, 4.64], [2.54, 7.67], [2.45, 5.62], [2.4, 11.69], [2.37, 15.7], [4.61, 9.56], [4.52, 16.59]]
IOU: [97.64, 81.23, 90.59, 45.17, 52.87, 59.51, 61.29, 71.38, 91.28, 57.19, 94.17, 75.86, 53.29, 92.43, 38.64, 70.45, 42.62, 44.57, 70.54]
mIOU: 67.93, mIOU_reduced: 71.19, accuracy: 94.9
epoch: 225
loss: 0.9999999914850507
dilation rates: [[1.27, 2.53], [1.31, 2.49], [1.39, 3.69], [2.49, 5.63], [2.48, 8.68], [1.33, 4.68], [2.47, 7.66], [2.44, 5.66], [2.35, 11.7], [2.39, 15.65], [4.65, 9.55], [4.54, 16.64]]
epoch: 226
loss: 0.9999999906817536
dilation rates: [[1.25, 2.38], [1.28, 2.38], [1.34, 3.67], [2.59, 5.58], [2.59, 8.78], [1.35, 4.67], [2.49, 7.61], [2.46, 5.69], [2.4, 11.7], [2.37, 15.66], [4.7, 9.53], [4.56, 16.64]]
epoch: 227
loss: 0.9999999943769203
dilation rates: [[1.23, 2.53], [1.35, 2.37], [1.2, 3.7], [2.54, 5.58], [2.48, 8.8], [1.26, 4.67], [2.51, 7.61], [2.43, 5.74], [2.29, 11.74], [2.39, 15.67], [4.65, 9.54], [4.59, 16.59]]
epoch: 228
loss: 0.9999999914850507
dilation rates: [[1.28, 2.56], [1.49, 2.45], [1.34, 3.67], [2.61, 5.6], [2.64, 8.76], [1.27, 4.55], [2.69, 7.56], [2.41, 5.63], [2.31, 11.66], [2.37, 15.7], [4.64, 9.55], [4.6, 16.65]]
epoch: 229
loss: 0.9999999916457102
dilation rates: [[1.33, 2.51], [1.33, 2.41], [1.33, 3.64], [2.49, 5.61], [2.57, 8.7], [1.24, 4.56], [2.61, 7.64], [2.45, 5.7], [2.35, 11.75], [2.45, 15.66], [4.66, 9.61], [4.59, 16.63]]
epoch: 230
loss: 0.9999999932523044
dilation rates: [[1.16, 2.42], [1.24, 2.49], [1.16, 3.72], [2.5, 5.57], [2.54, 8.62], [1.31, 4.51], [2.51, 7.62], [2.53, 5.68], [2.4, 11.73], [2.4, 15.6], [4.62, 9.58], [4.66, 16.62]]
epoch: 231
loss: 0.999999991967029
dilation rates: [[1.38, 2.64], [1.39, 2.56], [1.26, 3.72], [2.62, 5.52], [2.52, 8.78], [1.39, 4.56], [2.52, 7.66], [2.44, 5.72], [2.36, 11.75], [2.41, 15.67], [4.64, 9.59], [4.54, 16.72]]
epoch: 232
loss: 0.9999999929309855
dilation rates: [[1.2, 2.6], [1.33, 2.45], [1.22, 3.62], [2.51, 5.71], [2.53, 8.77], [1.25, 4.6], [2.47, 7.59], [2.5, 5.64], [2.4, 11.76], [2.37, 15.65], [4.64, 9.49], [4.52, 16.73]]
epoch: 233
loss: 0.9999999932523044
dilation rates: [[1.1, 2.49], [1.4, 2.42], [1.28, 3.64], [2.48, 5.57], [2.55, 8.79], [1.32, 4.53], [2.48, 7.63], [2.42, 5.68], [2.35, 11.69], [2.46, 15.61], [4.64, 9.56], [4.57, 16.69]]
epoch: 234
loss: 0.9999999903604349
dilation rates: [[1.35, 2.53], [1.26, 2.41], [1.17, 3.69], [2.5, 5.67], [2.52, 8.66], [1.23, 4.6], [2.51, 7.63], [2.5, 5.71], [2.37, 11.64], [2.37, 15.64], [4.64, 9.54], [4.49, 16.7]]
epoch: 235
loss: 0.9999999913243913
dilation rates: [[1.29, 2.6], [1.21, 2.4], [1.29, 3.59], [2.5, 5.61], [2.48, 8.7], [1.25, 4.54], [2.59, 7.62], [2.43, 5.73], [2.38, 11.65], [2.29, 15.63], [4.62, 9.54], [4.54, 16.65]]
epoch: 236
loss: 0.9999999922883478
dilation rates: [[1.29, 2.48], [1.22, 2.56], [1.14, 3.66], [2.58, 5.55], [2.56, 8.66], [1.27, 4.51], [2.48, 7.62], [2.54, 5.67], [2.39, 11.72], [2.41, 15.62], [4.61, 9.5], [4.53, 16.59]]
epoch: 237
loss: 0.999999990039116
dilation rates: [[1.36, 2.49], [1.19, 2.51], [1.22, 3.65], [2.64, 5.64], [2.53, 8.63], [1.26, 4.54], [2.51, 7.72], [2.51, 5.68], [2.42, 11.65], [2.46, 15.66], [4.66, 9.49], [4.55, 16.65]]
epoch: 238
loss: 0.9999999927703261
dilation rates: [[1.44, 2.41], [1.39, 2.53], [1.28, 3.71], [2.47, 5.69], [2.58, 8.73], [1.19, 4.61], [2.43, 7.7], [2.5, 5.67], [2.37, 11.74], [2.36, 15.6], [4.68, 9.54], [4.56, 16.62]]
epoch: 239
loss: 0.9999999916457102
dilation rates: [[1.37, 2.49], [1.36, 2.54], [1.24, 3.71], [2.56, 5.6], [2.39, 8.64], [1.31, 4.56], [2.48, 7.59], [2.52, 5.66], [2.39, 11.73], [2.46, 15.66], [4.69, 9.48], [4.57, 16.68]]
epoch: 240
loss: 0.9999999926096667
dilation rates: [[1.29, 2.61], [1.35, 2.46], [1.31, 3.65], [2.5, 5.57], [2.54, 8.64], [1.25, 4.6], [2.52, 7.61], [2.5, 5.73], [2.32, 11.72], [2.46, 15.71], [4.69, 9.53], [4.66, 16.71]]
IOU: [97.13, 78.47, 90.47, 48.38, 54.52, 59.18, 58.06, 70.13, 91.13, 56.69, 94.17, 74.74, 51.07, 91.8, 66.02, 79.5, 64.51, 40.38, 70.24]
mIOU: 70.35, mIOU_reduced: 70.41, accuracy: 94.78
epoch: 241
loss: 0.9999999890751594
dilation rates: [[1.32, 2.57], [1.31, 2.48], [1.22, 3.53], [2.62, 5.54], [2.42, 8.66], [1.26, 4.6], [2.52, 7.63], [2.43, 5.64], [2.4, 11.72], [2.38, 15.72], [4.61, 9.49], [4.51, 16.69]]
IOU: [97.45, 80.08, 89.72, 38.13, 54.67, 55.6, 55.8, 69.31, 90.47, 58.07, 93.6, 75.05, 50.75, 90.74, 54.43, 57.93, 37.66, 31.56, 68.74]
mIOU: 65.78, mIOU_reduced: 68.73, accuracy: 94.49
epoch: 242
loss: 0.9999999929309855
dilation rates: [[1.34, 2.56], [1.32, 2.44], [1.24, 3.76], [2.5, 5.58], [2.49, 8.66], [1.29, 4.65], [2.47, 7.68], [2.48, 5.63], [2.36, 11.78], [2.43, 15.72], [4.6, 9.52], [4.61, 16.6]]
IOU: [97.52, 79.82, 90.18, 32.86, 53.94, 57.93, 56.55, 70.93, 91.14, 58.83, 94.3, 75.45, 54.36, 92.15, 56.96, 67.16, 43.12, 44.82, 71.14]
mIOU: 67.85, mIOU_reduced: 70.12, accuracy: 94.78
epoch: 243
loss: 0.9999999929309855
dilation rates: [[1.32, 2.57], [1.33, 2.54], [1.23, 3.66], [2.43, 5.59], [2.46, 8.62], [1.29, 4.57], [2.47, 7.76], [2.49, 5.6], [2.36, 11.76], [2.42, 15.72], [4.58, 9.56], [4.52, 16.58]]
IOU: [97.46, 80.61, 90.09, 36.22, 46.33, 58.44, 60.18, 72.73, 91.36, 60.25, 94.04, 76.45, 54.89, 88.08, 31.15, 71.16, 62.06, 49.98, 70.65]
mIOU: 68.01, mIOU_reduced: 70.48, accuracy: 94.42
epoch: 244
loss: 0.9999999924490073
dilation rates: [[1.25, 2.56], [1.34, 2.55], [1.29, 3.6], [2.59, 5.63], [2.65, 8.65], [1.37, 4.62], [2.57, 7.68], [2.44, 5.63], [2.42, 11.74], [2.48, 15.7], [4.62, 9.65], [4.61, 16.61]]
IOU: [96.97, 78.22, 90.57, 43.34, 51.98, 56.6, 58.22, 70.43, 90.92, 56.98, 93.65, 75.67, 52.34, 92.49, 59.21, 77.76, 69.42, 45.7, 69.46]
mIOU: 70.0, mIOU_reduced: 70.22, accuracy: 94.7
epoch: 245
loss: 0.9999999926096667
dilation rates: [[1.24, 2.54], [1.3, 2.53], [1.24, 3.77], [2.55, 5.55], [2.57, 8.76], [1.2, 4.62], [2.45, 7.68], [2.42, 5.61], [2.31, 11.65], [2.36, 15.6], [4.61, 9.57], [4.55, 16.6]]
IOU: [97.51, 81.01, 91.33, 54.0, 51.61, 59.13, 61.05, 72.44, 91.67, 61.45, 94.53, 77.85, 56.42, 93.4, 66.71, 80.59, 74.21, 49.87, 69.62]
mIOU: 72.86, mIOU_reduced: 72.68, accuracy: 95.24
epoch: 246
loss: 0.9999999932523044
dilation rates: [[1.24, 2.6], [1.35, 2.53], [1.18, 3.8], [2.5, 5.61], [2.51, 8.71], [1.19, 4.61], [2.51, 7.63], [2.4, 5.66], [2.35, 11.63], [2.46, 15.62], [4.6, 9.61], [4.58, 16.66]]
IOU: [97.44, 79.92, 89.3, 40.85, 54.22, 56.73, 53.8, 70.78, 89.41, 58.63, 93.89, 74.94, 50.62, 90.88, 48.19, 69.22, 48.04, 41.08, 68.59]
mIOU: 67.19, mIOU_reduced: 69.44, accuracy: 94.33
epoch: 247
loss: 0.9999999921276884
dilation rates: [[1.29, 2.56], [1.27, 2.39], [1.27, 3.66], [2.54, 5.59], [2.58, 8.77], [1.25, 4.61], [2.6, 7.67], [2.46, 5.69], [2.38, 11.72], [2.45, 15.65], [4.69, 9.58], [4.59, 16.7]]
IOU: [97.37, 80.44, 90.33, 51.49, 48.74, 57.19, 58.48, 71.27, 91.13, 59.37, 94.38, 72.63, 48.45, 92.54, 56.05, 68.82, 63.72, 30.13, 66.08]
mIOU: 68.35, mIOU_reduced: 69.38, accuracy: 94.76
epoch: 248
loss: 0.9999999927703261
dilation rates: [[1.27, 2.56], [1.36, 2.53], [1.25, 3.61], [2.51, 5.73], [2.51, 8.8], [1.25, 4.63], [2.48, 7.62], [2.49, 5.66], [2.34, 11.71], [2.37, 15.65], [4.65, 9.58], [4.53, 16.7]]
IOU: [97.73, 82.05, 91.35, 51.49, 56.89, 60.09, 61.67, 72.79, 91.64, 58.22, 94.37, 77.29, 54.14, 93.32, 62.68, 78.81, 68.19, 44.26, 70.49]
mIOU: 71.97, mIOU_reduced: 72.36, accuracy: 95.31
epoch: 249
loss: 0.999999991163732
dilation rates: [[1.23, 2.42], [1.23, 2.49], [1.27, 3.76], [2.54, 5.63], [2.51, 8.77], [1.25, 4.67], [2.49, 7.64], [2.42, 5.7], [2.35, 11.7], [2.39, 15.6], [4.65, 9.65], [4.53, 16.72]]
IOU: [97.96, 83.3, 91.05, 51.06, 51.11, 60.92, 60.53, 73.08, 91.53, 60.94, 94.46, 76.67, 56.12, 93.38, 50.14, 70.66, 54.66, 49.58, 70.8]
mIOU: 70.42, mIOU_reduced: 72.66, accuracy: 95.28
Best mIOU: 72.86284336290862
Best global accuracy: 95.30819058418274
Training time 16:57:20
mIOUs: [72.86284336290862]
global_accuracies: [95.30819058418274]
