{'model_name': 'L3_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': 'L3_decoder26_better_init', 'save_best_path': 'checkpoints/L3_decoder26_better_init_run1', 'save_latest_path': 'checkpoints/L3_decoder26_better_init_latest', 'resume_path': 'checkpoints/L3_decoder26_better_init_latest', 'log_path': 'logs/L3_decoder26_better_init_run1.txt'}
run: 1
epoch: 0
loss: 0.9999999924490073
dilation rates: [[1.0, 2.01], [0.99, 2.01], [1.0, 2.0], [0.99, 2.0], [2.0, 3.01], [4.0, 6.01], [2.0, 12.13], [3.03, 5.94], [3.04, 8.04], [5.05, 7.94], [8.07, 10.9], [2.05, 14.84]]
IOU: [81.77, 1.49, 49.7, 0.0, 0.0, 0.0, 0.0, 0.0, 37.19, 19.12, 24.7, 0.0, 0.0, 32.53, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 12.97, mIOU_reduced: 15.41, accuracy: 67.77
epoch: 1
loss: 0.9999999908424131
dilation rates: [[1.0, 2.01], [0.99, 1.98], [1.01, 2.01], [1.0, 2.0], [2.01, 3.04], [3.99, 6.04], [2.0, 12.29], [3.08, 5.91], [3.1, 8.12], [5.11, 7.91], [8.17, 10.86], [2.09, 14.76]]
epoch: 2
loss: 0.999999991163732
dilation rates: [[1.01, 1.92], [1.01, 1.93], [1.0, 2.09], [1.01, 1.96], [1.95, 3.11], [3.96, 6.1], [2.03, 12.4], [3.15, 5.89], [3.16, 8.18], [5.18, 7.89], [8.24, 10.87], [2.13, 14.77]]
epoch: 3
loss: 0.999999991967029
dilation rates: [[1.03, 1.93], [1.0, 1.86], [1.02, 2.14], [0.97, 1.88], [1.92, 3.22], [3.97, 6.22], [2.08, 12.51], [3.18, 5.89], [3.2, 8.23], [5.23, 7.9], [8.31, 10.9], [2.14, 14.87]]
epoch: 4
loss: 0.9999999914850507
dilation rates: [[1.01, 1.9], [1.0, 1.82], [1.0, 2.19], [1.01, 1.83], [1.9, 3.31], [3.9, 6.28], [2.12, 12.66], [3.26, 5.86], [3.27, 8.34], [5.32, 7.92], [8.42, 10.95], [2.18, 14.98]]
epoch: 5
loss: 0.9999999930916449
dilation rates: [[1.04, 1.88], [1.0, 1.83], [1.03, 2.25], [1.03, 1.78], [1.86, 3.37], [3.83, 6.37], [2.17, 12.74], [3.33, 5.84], [3.34, 8.42], [5.39, 7.92], [8.5, 10.99], [2.24, 15.32]]
epoch: 6
loss: 0.9999999940556015
dilation rates: [[0.98, 1.89], [1.0, 1.83], [1.06, 2.36], [1.07, 1.78], [1.84, 3.44], [3.78, 6.43], [2.21, 12.83], [3.35, 5.84], [3.38, 8.53], [5.49, 7.95], [8.6, 11.16], [2.3, 15.69]]
epoch: 7
loss: 0.9999999916457102
dilation rates: [[1.07, 1.82], [1.02, 1.76], [1.01, 2.47], [0.99, 1.69], [1.84, 3.44], [3.79, 6.56], [2.25, 12.94], [3.41, 5.84], [3.46, 8.63], [5.56, 7.96], [8.69, 11.37], [2.36, 15.89]]
epoch: 8
loss: 0.9999999898784565
dilation rates: [[1.02, 1.75], [1.01, 1.78], [1.0, 2.53], [1.01, 1.64], [1.75, 3.47], [3.72, 6.56], [2.2, 12.92], [3.43, 5.8], [3.47, 8.71], [5.6, 7.96], [8.75, 11.45], [2.42, 16.18]]
epoch: 9
loss: 0.9999999892358189
dilation rates: [[1.01, 1.82], [0.99, 1.81], [1.05, 2.52], [1.02, 1.68], [1.81, 3.41], [3.77, 6.6], [2.14, 12.94], [3.44, 5.81], [3.49, 8.78], [5.62, 7.99], [8.82, 11.56], [2.41, 16.63]]
epoch: 10
loss: 0.9999999922883478
dilation rates: [[1.02, 1.8], [1.06, 1.76], [1.0, 2.71], [1.11, 1.67], [1.77, 3.47], [3.78, 6.69], [2.21, 12.95], [3.44, 5.81], [3.53, 8.83], [5.68, 8.08], [8.88, 11.71], [2.42, 16.8]]
epoch: 11
loss: 0.9999999914850507
dilation rates: [[1.09, 1.82], [1.07, 1.77], [1.03, 2.76], [1.1, 1.62], [1.71, 3.5], [3.73, 6.67], [2.22, 12.99], [3.45, 5.81], [3.5, 8.83], [5.65, 8.18], [8.89, 11.77], [2.39, 16.88]]
epoch: 12
loss: 0.9999999932523044
dilation rates: [[1.02, 1.87], [0.97, 1.82], [1.03, 2.73], [1.09, 1.71], [1.81, 3.48], [3.69, 6.67], [2.2, 13.34], [3.51, 5.77], [3.54, 8.85], [5.69, 8.26], [8.93, 11.84], [2.43, 16.9]]
epoch: 13
loss: 0.9999999921276884
dilation rates: [[1.13, 1.87], [1.01, 1.88], [1.02, 2.82], [1.1, 1.56], [1.77, 3.51], [3.68, 6.7], [2.2, 13.57], [3.51, 5.72], [3.52, 8.83], [5.72, 8.33], [8.91, 11.9], [2.42, 16.95]]
epoch: 14
loss: 0.9999999927703261
dilation rates: [[0.98, 1.89], [1.04, 1.79], [1.01, 2.77], [1.09, 1.67], [1.79, 3.57], [3.74, 6.73], [2.16, 13.74], [3.52, 5.79], [3.56, 8.85], [5.74, 8.41], [8.93, 11.94], [2.38, 17.18]]
epoch: 15
loss: 0.999999991163732
dilation rates: [[0.98, 1.92], [0.99, 1.79], [1.0, 2.75], [1.07, 1.62], [1.75, 3.45], [3.72, 6.72], [2.17, 13.84], [3.56, 5.74], [3.56, 8.86], [5.68, 8.45], [8.95, 11.99], [2.38, 17.46]]
epoch: 16
loss: 0.9999999926096667
dilation rates: [[1.02, 1.88], [1.06, 1.87], [1.0, 2.79], [1.06, 1.71], [1.79, 3.47], [3.71, 6.69], [2.16, 13.83], [3.54, 5.8], [3.51, 8.88], [5.7, 8.49], [8.92, 12.08], [2.35, 17.66]]
epoch: 17
loss: 0.999999991967029
dilation rates: [[1.05, 1.87], [1.07, 1.78], [1.06, 2.83], [1.1, 1.59], [1.7, 3.51], [3.6, 6.66], [2.18, 13.86], [3.51, 5.73], [3.52, 8.88], [5.67, 8.53], [8.89, 12.23], [2.35, 17.77]]
epoch: 18
loss: 0.9999999929309855
dilation rates: [[0.98, 1.81], [1.03, 1.82], [0.99, 2.69], [1.05, 1.62], [1.83, 3.54], [3.63, 6.66], [2.18, 13.8], [3.56, 5.72], [3.53, 8.87], [5.72, 8.62], [8.93, 12.4], [2.36, 17.82]]
epoch: 19
loss: 0.9999999913243913
dilation rates: [[1.03, 1.78], [1.02, 1.81], [1.07, 2.75], [1.09, 1.59], [1.68, 3.53], [3.66, 6.67], [2.14, 13.91], [3.52, 5.73], [3.5, 8.86], [5.69, 8.63], [8.92, 12.49], [2.27, 17.87]]
epoch: 20
loss: 0.9999999924490073
dilation rates: [[1.02, 2.32], [1.02, 1.78], [1.0, 2.85], [1.07, 1.56], [1.62, 3.48], [3.59, 6.7], [2.11, 13.88], [3.5, 5.74], [3.55, 8.85], [5.66, 8.66], [8.88, 12.57], [2.26, 17.86]]
epoch: 21
loss: 0.9999999927703261
dilation rates: [[1.0, 2.21], [1.0, 1.82], [0.99, 2.84], [1.12, 1.6], [1.67, 3.58], [3.67, 6.72], [2.17, 13.84], [3.53, 5.71], [3.56, 8.83], [5.67, 8.63], [8.86, 12.62], [2.36, 17.89]]
epoch: 22
loss: 0.9999999908424131
dilation rates: [[1.09, 2.32], [1.05, 1.82], [1.07, 2.75], [1.08, 1.55], [1.62, 3.55], [3.62, 6.66], [2.12, 13.79], [3.47, 5.69], [3.53, 8.89], [5.73, 8.64], [8.91, 12.64], [2.32, 17.89]]
epoch: 23
loss: 0.9999999914850507
dilation rates: [[1.09, 2.24], [1.08, 1.86], [1.15, 2.75], [1.23, 1.67], [1.67, 3.55], [3.63, 6.72], [2.16, 13.82], [3.52, 5.7], [3.56, 8.87], [5.7, 8.59], [8.88, 12.69], [2.33, 17.88]]
epoch: 24
loss: 0.9999999905210942
dilation rates: [[1.14, 2.32], [1.06, 1.76], [1.01, 2.82], [1.16, 1.59], [1.66, 3.56], [3.65, 6.65], [2.14, 13.85], [3.46, 5.66], [3.53, 8.87], [5.67, 8.63], [8.88, 12.76], [2.27, 18.1]]
IOU: [95.76, 68.98, 83.04, 18.07, 32.68, 39.82, 29.79, 42.93, 87.0, 43.75, 89.12, 51.6, 1.15, 81.56, 8.29, 39.92, 21.65, 4.68, 49.03]
mIOU: 46.78, mIOU_reduced: 51.18, accuracy: 90.71
epoch: 25
loss: 0.9999999927703261
dilation rates: [[1.19, 2.49], [1.1, 1.73], [1.01, 2.85], [1.1, 1.54], [1.66, 3.57], [3.62, 6.71], [2.07, 13.82], [3.51, 5.69], [3.54, 8.93], [5.68, 8.65], [8.84, 12.74], [2.35, 18.4]]
epoch: 26
loss: 0.9999999924490073
dilation rates: [[1.03, 2.49], [1.08, 1.75], [1.0, 2.86], [1.13, 1.58], [1.75, 3.59], [3.65, 6.71], [2.23, 13.8], [3.57, 5.73], [3.59, 8.9], [5.75, 8.69], [8.86, 12.76], [2.36, 18.59]]
epoch: 27
loss: 0.9999999914850507
dilation rates: [[1.15, 2.49], [1.2, 1.79], [1.07, 2.86], [1.18, 1.57], [1.63, 3.53], [3.61, 6.69], [2.16, 13.85], [3.54, 5.67], [3.55, 8.91], [5.74, 8.63], [8.81, 12.78], [2.39, 18.79]]
epoch: 28
loss: 0.9999999918063696
dilation rates: [[1.05, 2.56], [1.09, 1.73], [1.03, 2.95], [1.07, 1.55], [1.6, 3.51], [3.64, 6.67], [2.07, 13.83], [3.53, 5.68], [3.54, 8.87], [5.71, 8.61], [8.83, 12.74], [2.36, 18.76]]
epoch: 29
loss: 0.9999999916457102
dilation rates: [[1.07, 2.58], [1.01, 1.82], [1.05, 2.88], [1.13, 1.7], [1.71, 3.59], [3.7, 6.65], [2.19, 13.85], [3.51, 5.69], [3.52, 8.9], [5.69, 8.62], [8.8, 12.74], [2.31, 18.82]]
epoch: 30
loss: 0.999999991163732
dilation rates: [[0.99, 2.44], [1.04, 1.71], [1.0, 2.76], [1.19, 1.52], [1.6, 3.56], [3.62, 6.69], [2.14, 13.84], [3.51, 5.67], [3.54, 8.87], [5.7, 8.66], [8.77, 12.76], [2.33, 18.83]]
epoch: 31
loss: 0.9999999934129638
dilation rates: [[1.01, 2.55], [1.01, 1.73], [0.98, 2.75], [1.08, 1.47], [1.63, 3.6], [3.59, 6.71], [2.16, 13.96], [3.53, 5.68], [3.51, 8.92], [5.74, 8.68], [8.74, 12.79], [2.35, 18.87]]
epoch: 32
loss: 0.999999990039116
dilation rates: [[1.07, 2.54], [1.13, 1.76], [1.03, 2.72], [1.12, 1.55], [1.61, 3.44], [3.61, 6.68], [2.1, 13.81], [3.49, 5.66], [3.55, 8.86], [5.73, 8.61], [8.77, 12.81], [2.33, 18.91]]
epoch: 33
loss: 0.9999999930916449
dilation rates: [[1.1, 2.47], [1.01, 1.75], [1.0, 2.85], [1.16, 1.58], [1.63, 3.6], [3.58, 6.66], [2.18, 13.76], [3.48, 5.67], [3.52, 8.85], [5.73, 8.63], [8.75, 12.81], [2.3, 18.87]]
epoch: 34
loss: 0.999999991967029
dilation rates: [[1.07, 2.6], [0.99, 1.8], [1.0, 2.81], [1.13, 1.57], [1.59, 3.57], [3.64, 6.76], [2.12, 13.75], [3.52, 5.68], [3.54, 8.86], [5.68, 8.71], [8.78, 12.84], [2.27, 18.87]]
epoch: 35
loss: 0.9999999914850507
dilation rates: [[1.13, 2.6], [1.01, 1.79], [1.03, 2.9], [1.14, 1.51], [1.53, 3.59], [3.66, 6.73], [2.17, 13.87], [3.54, 5.68], [3.53, 8.84], [5.71, 8.69], [8.83, 12.82], [2.33, 18.89]]
epoch: 36
loss: 0.9999999929309855
dilation rates: [[1.06, 2.59], [1.03, 1.71], [1.03, 2.73], [1.25, 1.45], [1.61, 3.53], [3.55, 6.63], [2.13, 13.87], [3.48, 5.66], [3.52, 8.82], [5.67, 8.72], [8.78, 12.84], [2.3, 18.96]]
epoch: 37
loss: 0.9999999916457102
dilation rates: [[1.04, 2.63], [1.03, 1.83], [1.09, 2.79], [1.26, 1.61], [1.61, 3.5], [3.63, 6.72], [2.13, 13.89], [3.51, 5.6], [3.55, 8.87], [5.71, 8.72], [8.82, 12.83], [2.3, 18.9]]
epoch: 38
loss: 0.9999999918063696
dilation rates: [[1.05, 2.54], [1.04, 1.73], [1.06, 2.9], [1.17, 1.52], [1.63, 3.6], [3.69, 6.73], [2.14, 13.85], [3.53, 5.72], [3.54, 8.82], [5.73, 8.68], [8.78, 12.84], [2.29, 18.93]]
epoch: 39
loss: 0.9999999940556015
dilation rates: [[1.13, 2.51], [1.01, 1.68], [1.08, 2.79], [1.15, 1.55], [1.56, 3.54], [3.64, 6.73], [2.16, 13.8], [3.51, 5.65], [3.5, 8.76], [5.7, 8.67], [8.72, 12.79], [2.27, 18.85]]
epoch: 40
loss: 0.9999999918063696
dilation rates: [[1.1, 2.65], [1.05, 1.88], [1.06, 2.79], [1.19, 1.63], [1.6, 3.68], [3.7, 6.72], [2.29, 13.79], [3.57, 5.7], [3.53, 8.78], [5.7, 8.7], [8.74, 12.88], [2.34, 18.9]]
epoch: 41
loss: 0.9999999908424131
dilation rates: [[0.98, 2.58], [1.0, 1.69], [0.98, 2.77], [1.24, 1.52], [1.51, 3.59], [3.57, 6.71], [2.13, 13.79], [3.53, 5.63], [3.55, 8.8], [5.67, 8.69], [8.74, 12.88], [2.29, 18.95]]
epoch: 42
loss: 0.9999999918063696
dilation rates: [[1.01, 2.58], [1.03, 1.72], [0.98, 2.79], [1.19, 1.51], [1.59, 3.59], [3.68, 6.68], [2.2, 13.78], [3.53, 5.62], [3.51, 8.8], [5.67, 8.69], [8.74, 12.88], [2.29, 18.92]]
epoch: 43
loss: 0.9999999903604349
dilation rates: [[1.19, 2.53], [1.06, 1.73], [1.04, 2.78], [1.17, 1.51], [1.6, 3.54], [3.62, 6.67], [2.15, 13.83], [3.54, 5.71], [3.55, 8.78], [5.75, 8.72], [8.8, 12.92], [2.32, 18.91]]
epoch: 44
loss: 0.999999991967029
dilation rates: [[0.99, 2.64], [1.14, 1.72], [1.03, 2.8], [0.99, 1.49], [1.61, 3.6], [3.65, 6.72], [2.17, 13.84], [3.63, 5.73], [3.55, 8.85], [5.68, 8.77], [8.85, 12.92], [2.39, 18.94]]
epoch: 45
loss: 0.9999999898784565
dilation rates: [[1.14, 2.66], [1.07, 1.74], [1.12, 2.84], [1.1, 1.49], [1.58, 3.62], [3.64, 6.74], [2.1, 13.75], [3.59, 5.71], [3.47, 8.84], [5.69, 8.7], [8.79, 12.86], [2.34, 18.93]]
epoch: 46
loss: 0.999999991163732
dilation rates: [[1.17, 2.6], [1.15, 1.78], [1.11, 2.68], [1.2, 1.5], [1.54, 3.51], [3.56, 6.75], [2.14, 13.81], [3.54, 5.72], [3.53, 8.87], [5.65, 8.75], [8.76, 12.89], [2.29, 18.9]]
epoch: 47
loss: 0.9999999921276884
dilation rates: [[1.13, 2.47], [1.16, 1.79], [0.93, 2.68], [1.21, 1.54], [1.51, 3.58], [3.57, 6.69], [2.22, 13.78], [3.64, 5.69], [3.5, 8.83], [5.7, 8.75], [8.75, 12.86], [2.26, 18.92]]
epoch: 48
loss: 0.9999999910030725
dilation rates: [[1.04, 2.59], [1.09, 1.68], [1.09, 2.78], [1.29, 1.56], [1.54, 3.54], [3.62, 6.67], [2.2, 13.73], [3.53, 5.69], [3.47, 8.81], [5.62, 8.74], [8.72, 12.88], [2.28, 18.9]]
epoch: 49
loss: 0.9999999913243913
dilation rates: [[1.15, 2.59], [1.02, 1.82], [1.08, 2.63], [1.21, 1.52], [1.52, 3.52], [3.64, 6.71], [2.14, 13.79], [3.52, 5.61], [3.48, 8.86], [5.6, 8.74], [8.68, 12.87], [2.33, 18.89]]
IOU: [96.41, 72.84, 84.52, 32.08, 39.23, 47.73, 40.23, 57.4, 88.57, 52.67, 89.58, 63.39, 35.2, 87.79, 9.35, 28.84, 0.37, 19.74, 61.84]
mIOU: 53.04, mIOU_reduced: 60.58, accuracy: 92.06
epoch: 50
loss: 0.9999999930916449
dilation rates: [[1.17, 2.64], [1.13, 1.75], [1.12, 2.87], [1.21, 1.5], [1.52, 3.62], [3.6, 6.74], [2.18, 13.79], [3.59, 5.72], [3.55, 8.84], [5.68, 8.67], [8.73, 12.86], [2.4, 18.85]]
epoch: 51
loss: 0.9999999906817536
dilation rates: [[1.14, 2.51], [1.12, 1.83], [1.01, 2.74], [1.2, 1.49], [1.55, 3.59], [3.64, 6.72], [2.25, 13.88], [3.57, 5.78], [3.57, 8.86], [5.7, 8.78], [8.83, 12.93], [2.34, 19.04]]
epoch: 52
loss: 0.9999999898784565
dilation rates: [[0.99, 2.54], [1.09, 1.7], [0.94, 2.68], [1.2, 1.42], [1.52, 3.55], [3.65, 6.7], [2.18, 13.85], [3.52, 5.7], [3.53, 8.87], [5.67, 8.72], [8.76, 12.87], [2.28, 19.3]]
epoch: 53
loss: 0.9999999898784565
dilation rates: [[1.04, 2.61], [1.21, 1.73], [1.02, 2.78], [1.25, 1.5], [1.56, 3.53], [3.6, 6.69], [2.2, 13.87], [3.5, 5.69], [3.57, 8.85], [5.61, 8.72], [8.83, 12.89], [2.27, 19.48]]
epoch: 54
loss: 0.9999999926096667
dilation rates: [[1.09, 2.63], [1.06, 1.76], [1.07, 2.89], [1.32, 1.58], [1.49, 3.6], [3.65, 6.65], [2.22, 13.83], [3.58, 5.72], [3.53, 8.84], [5.68, 8.72], [8.8, 12.9], [2.34, 19.6]]
epoch: 55
loss: 0.9999999934129638
dilation rates: [[1.19, 2.67], [1.1, 1.73], [1.04, 2.73], [1.21, 1.5], [1.56, 3.57], [3.65, 6.69], [2.23, 13.84], [3.55, 5.72], [3.55, 8.81], [5.63, 8.75], [8.77, 12.87], [2.33, 19.65]]
epoch: 56
loss: 0.9999999918063696
dilation rates: [[1.17, 2.43], [1.02, 1.8], [1.03, 2.72], [1.2, 1.34], [1.5, 3.65], [3.64, 6.66], [2.17, 13.89], [3.58, 5.69], [3.55, 8.81], [5.63, 8.73], [8.74, 12.88], [2.3, 19.65]]
epoch: 57
loss: 0.9999999906817536
dilation rates: [[1.13, 2.57], [1.16, 1.83], [1.04, 2.94], [1.23, 1.53], [1.63, 3.56], [3.54, 6.75], [2.21, 13.84], [3.55, 5.73], [3.54, 8.83], [5.64, 8.71], [8.79, 12.91], [2.32, 19.72]]
epoch: 58
loss: 0.9999999932523044
dilation rates: [[1.04, 2.58], [0.99, 1.81], [1.02, 2.77], [1.15, 1.42], [1.56, 3.51], [3.62, 6.77], [2.2, 13.8], [3.57, 5.71], [3.53, 8.82], [5.65, 8.73], [8.78, 12.95], [2.31, 19.69]]
epoch: 59
loss: 0.9999999890751594
dilation rates: [[1.11, 2.58], [1.23, 1.87], [1.08, 2.83], [1.29, 1.57], [1.54, 3.57], [3.59, 6.68], [2.22, 13.8], [3.65, 5.67], [3.55, 8.85], [5.65, 8.75], [8.81, 12.92], [2.34, 19.69]]
epoch: 60
loss: 0.9999999913243913
dilation rates: [[1.1, 2.57], [1.09, 1.67], [1.09, 3.28], [1.26, 1.46], [1.45, 3.47], [3.6, 6.77], [2.24, 13.8], [3.6, 5.67], [3.5, 8.84], [5.69, 8.74], [8.82, 12.83], [2.29, 19.74]]
epoch: 61
loss: 0.9999999924490073
dilation rates: [[1.11, 2.47], [1.02, 1.7], [1.04, 3.45], [1.29, 1.54], [1.53, 3.52], [3.61, 6.69], [2.17, 13.77], [3.57, 5.67], [3.47, 8.86], [5.61, 8.75], [8.78, 12.89], [2.28, 19.7]]
epoch: 62
loss: 0.9999999892358189
dilation rates: [[1.18, 2.52], [1.08, 1.76], [0.95, 3.44], [1.27, 1.37], [1.49, 3.54], [3.62, 6.72], [2.16, 13.79], [3.59, 5.67], [3.47, 8.79], [5.65, 8.69], [8.76, 12.87], [2.34, 19.73]]
epoch: 63
loss: 0.999999991967029
dilation rates: [[1.19, 2.47], [1.08, 1.67], [1.11, 3.39], [1.26, 1.44], [1.57, 3.54], [3.52, 6.65], [2.22, 13.77], [3.55, 5.58], [3.53, 8.72], [5.59, 8.63], [8.7, 12.86], [2.29, 19.75]]
epoch: 64
loss: 0.9999999898784565
dilation rates: [[1.06, 2.52], [1.11, 1.86], [1.04, 3.5], [1.28, 1.56], [1.51, 3.6], [3.54, 6.79], [2.21, 13.84], [3.61, 5.69], [3.55, 8.8], [5.59, 8.72], [8.73, 12.95], [2.32, 19.79]]
epoch: 65
loss: 0.9999999910030725
dilation rates: [[1.17, 2.45], [1.1, 1.72], [1.11, 3.6], [1.15, 1.45], [1.52, 3.53], [3.62, 6.77], [2.17, 13.79], [3.56, 5.75], [3.58, 8.81], [5.69, 8.7], [8.74, 12.89], [2.32, 19.7]]
epoch: 66
loss: 0.9999999916457102
dilation rates: [[1.23, 2.54], [1.06, 1.76], [1.12, 3.46], [1.15, 1.46], [1.5, 3.58], [3.6, 6.7], [2.24, 13.84], [3.55, 5.71], [3.54, 8.82], [5.71, 8.71], [8.75, 12.89], [2.33, 19.75]]
epoch: 67
loss: 0.9999999892358189
dilation rates: [[1.12, 2.5], [1.03, 1.72], [0.99, 3.4], [1.2, 1.49], [1.49, 3.5], [3.57, 6.58], [2.11, 13.81], [3.53, 5.62], [3.47, 8.75], [5.62, 8.66], [8.78, 12.87], [2.33, 19.78]]
epoch: 68
loss: 0.999999991163732
dilation rates: [[1.21, 2.49], [0.97, 1.69], [1.07, 3.51], [1.11, 1.47], [1.48, 3.49], [3.57, 6.68], [2.13, 13.78], [3.53, 5.59], [3.51, 8.78], [5.61, 8.67], [8.74, 12.83], [2.31, 19.78]]
epoch: 69
loss: 0.9999999927703261
dilation rates: [[1.29, 2.59], [1.17, 1.75], [1.18, 3.51], [1.23, 1.61], [1.48, 3.54], [3.54, 6.63], [2.25, 13.77], [3.62, 5.67], [3.56, 8.77], [5.57, 8.69], [8.76, 12.86], [2.27, 19.72]]
epoch: 70
loss: 0.999999990039116
dilation rates: [[1.19, 2.6], [1.25, 1.78], [1.12, 3.56], [1.36, 1.57], [1.47, 3.6], [3.71, 6.79], [2.22, 13.79], [3.52, 5.72], [3.48, 8.86], [5.67, 8.72], [8.77, 12.86], [2.27, 19.72]]
epoch: 71
loss: 0.9999999916457102
dilation rates: [[1.05, 2.48], [1.09, 1.82], [1.1, 3.52], [1.3, 1.46], [1.42, 3.5], [3.51, 6.7], [2.17, 13.82], [3.54, 5.65], [3.51, 8.86], [5.61, 8.71], [8.78, 12.83], [2.26, 19.7]]
epoch: 72
loss: 0.9999999906817536
dilation rates: [[1.23, 2.65], [1.2, 1.75], [1.03, 3.68], [1.28, 1.47], [1.49, 3.48], [3.61, 6.69], [2.2, 13.81], [3.56, 5.59], [3.53, 8.79], [5.54, 8.68], [8.74, 12.86], [2.35, 19.76]]
epoch: 73
loss: 0.9999999934129638
dilation rates: [[1.19, 2.72], [1.2, 1.71], [1.04, 3.65], [1.32, 1.55], [1.54, 3.59], [3.65, 6.67], [2.18, 13.84], [3.5, 5.67], [3.57, 8.79], [5.58, 8.68], [8.75, 12.85], [2.32, 19.73]]
epoch: 74
loss: 0.9999999906817536
dilation rates: [[1.22, 2.48], [1.04, 1.71], [1.05, 3.57], [1.33, 1.43], [1.47, 3.53], [3.62, 6.65], [2.18, 13.88], [3.52, 5.66], [3.58, 8.82], [5.64, 8.69], [8.76, 12.84], [2.35, 19.8]]
IOU: [96.88, 75.69, 89.18, 46.85, 47.44, 53.14, 47.07, 64.99, 90.26, 49.8, 93.63, 69.85, 40.56, 90.64, 58.35, 61.81, 43.9, 18.63, 62.07]
mIOU: 63.2, mIOU_reduced: 64.79, accuracy: 93.84
epoch: 75
loss: 0.9999999918063696
dilation rates: [[1.22, 2.56], [1.24, 1.8], [1.17, 3.73], [1.24, 1.53], [1.55, 3.58], [3.57, 6.62], [2.21, 13.94], [3.51, 5.62], [3.54, 8.84], [5.65, 8.72], [8.77, 12.89], [2.34, 19.78]]
epoch: 76
loss: 0.9999999918063696
dilation rates: [[1.19, 2.46], [1.02, 1.88], [1.13, 3.6], [1.22, 1.48], [1.47, 3.58], [3.47, 6.65], [2.26, 13.81], [3.53, 5.68], [3.52, 8.83], [5.67, 8.7], [8.74, 12.85], [2.36, 19.76]]
epoch: 77
loss: 0.999999991967029
dilation rates: [[1.11, 2.59], [1.11, 1.78], [1.08, 3.53], [1.23, 1.53], [1.58, 3.57], [3.6, 6.8], [2.32, 13.82], [3.52, 5.67], [3.55, 8.75], [5.67, 8.66], [8.77, 12.91], [2.35, 19.78]]
epoch: 78
loss: 0.999999991967029
dilation rates: [[1.24, 2.58], [1.05, 1.74], [0.98, 3.45], [1.24, 1.52], [1.48, 3.48], [3.59, 6.72], [2.18, 13.79], [3.53, 5.72], [3.51, 8.83], [5.68, 8.75], [8.8, 13.03], [2.35, 19.83]]
epoch: 79
loss: 0.9999999927703261
dilation rates: [[1.24, 2.4], [1.05, 1.81], [1.21, 3.7], [1.21, 1.59], [1.49, 3.55], [3.65, 6.72], [2.16, 13.74], [3.56, 5.71], [3.52, 8.82], [5.63, 8.73], [8.73, 13.23], [2.36, 19.81]]
epoch: 80
loss: 0.9999999898784565
dilation rates: [[1.05, 2.58], [1.14, 1.67], [1.04, 3.49], [1.24, 1.5], [1.48, 3.56], [3.63, 6.76], [2.29, 13.83], [3.6, 5.71], [3.58, 8.84], [5.68, 8.75], [8.79, 13.38], [2.37, 19.8]]
epoch: 81
loss: 0.999999991967029
dilation rates: [[1.22, 2.72], [1.17, 1.85], [1.19, 3.53], [1.25, 1.53], [1.53, 3.63], [3.66, 6.77], [2.18, 13.84], [3.54, 5.72], [3.55, 8.84], [5.69, 8.77], [8.86, 13.47], [2.35, 19.83]]
epoch: 82
loss: 0.9999999906817536
dilation rates: [[1.27, 2.59], [1.18, 1.65], [1.06, 3.57], [1.32, 1.56], [1.51, 3.59], [3.69, 6.83], [2.29, 13.77], [3.58, 5.75], [3.53, 8.84], [5.71, 8.78], [8.81, 13.55], [2.43, 19.75]]
epoch: 83
loss: 0.999999991967029
dilation rates: [[1.16, 2.45], [1.09, 1.65], [1.01, 3.54], [1.13, 1.5], [1.43, 3.6], [3.63, 6.71], [2.19, 13.76], [3.54, 5.66], [3.5, 8.83], [5.63, 8.76], [8.74, 13.57], [2.31, 19.74]]
epoch: 84
loss: 0.999999991163732
dilation rates: [[1.08, 2.64], [1.1, 1.79], [1.03, 3.58], [1.23, 1.46], [1.46, 3.57], [3.61, 6.66], [2.25, 13.74], [3.52, 5.63], [3.51, 8.83], [5.57, 8.7], [8.71, 13.59], [2.29, 19.79]]
epoch: 85
loss: 0.9999999929309855
dilation rates: [[1.1, 2.55], [1.07, 1.75], [1.07, 3.61], [1.18, 1.51], [1.49, 3.54], [3.6, 6.69], [2.25, 13.69], [3.55, 5.66], [3.5, 8.84], [5.66, 8.7], [8.75, 13.61], [2.35, 19.76]]
epoch: 86
loss: 0.999999991163732
dilation rates: [[0.99, 2.42], [1.05, 1.67], [1.11, 3.51], [1.2, 1.47], [1.59, 3.54], [3.62, 6.74], [2.19, 13.77], [3.54, 5.66], [3.55, 8.78], [5.65, 8.75], [8.73, 13.64], [2.39, 19.77]]
epoch: 87
loss: 0.9999999893964783
dilation rates: [[1.15, 2.6], [1.28, 1.67], [1.09, 3.59], [1.17, 1.39], [1.46, 3.39], [3.49, 6.66], [2.22, 13.75], [3.44, 5.61], [3.51, 8.79], [5.6, 8.68], [8.72, 13.62], [2.31, 19.77]]
epoch: 88
loss: 0.9999999901997754
dilation rates: [[1.22, 2.49], [1.08, 1.68], [1.08, 3.56], [1.25, 1.51], [1.43, 3.63], [3.6, 6.66], [2.27, 13.69], [3.54, 5.68], [3.58, 8.78], [5.69, 8.69], [8.73, 13.62], [2.23, 19.75]]
epoch: 89
loss: 0.9999999924490073
dilation rates: [[1.2, 2.46], [1.13, 1.77], [1.06, 3.53], [1.24, 1.54], [1.44, 3.57], [3.58, 6.66], [2.31, 13.78], [3.51, 5.7], [3.56, 8.8], [5.62, 8.69], [8.75, 13.69], [2.31, 19.73]]
epoch: 90
loss: 0.9999999901997754
dilation rates: [[1.19, 2.43], [1.11, 1.8], [1.03, 3.53], [1.36, 1.48], [1.46, 3.53], [3.56, 6.71], [2.15, 13.77], [3.51, 5.67], [3.54, 8.82], [5.65, 8.7], [8.73, 13.67], [2.34, 19.81]]
epoch: 91
loss: 0.9999999893964783
dilation rates: [[1.2, 2.53], [1.18, 1.84], [1.24, 3.55], [1.23, 1.47], [1.47, 3.5], [3.6, 6.68], [2.29, 13.81], [3.5, 5.62], [3.52, 8.7], [5.61, 8.71], [8.72, 13.66], [2.25, 19.89]]
epoch: 92
loss: 0.9999999921276884
dilation rates: [[1.11, 2.55], [1.06, 1.81], [1.09, 3.46], [1.23, 1.42], [1.51, 3.56], [3.53, 6.69], [2.2, 13.79], [3.51, 5.63], [3.5, 8.76], [5.58, 8.72], [8.71, 13.64], [2.38, 19.78]]
epoch: 93
loss: 0.999999991967029
dilation rates: [[1.25, 2.6], [1.09, 1.8], [1.08, 3.47], [1.28, 1.5], [1.43, 3.52], [3.51, 6.55], [2.19, 13.77], [3.58, 5.6], [3.58, 8.75], [5.63, 8.71], [8.72, 13.7], [2.31, 19.82]]
epoch: 94
loss: 0.9999999901997754
dilation rates: [[1.2, 2.46], [1.1, 1.77], [1.16, 3.49], [1.26, 1.51], [1.5, 3.57], [3.58, 6.71], [2.25, 13.7], [3.49, 5.68], [3.52, 8.76], [5.57, 8.72], [8.71, 13.71], [2.32, 19.81]]
epoch: 95
loss: 0.9999999932523044
dilation rates: [[1.14, 2.64], [1.19, 1.81], [1.24, 3.67], [1.24, 1.55], [1.59, 3.53], [3.65, 6.75], [2.3, 13.78], [3.59, 5.65], [3.54, 8.74], [5.67, 8.78], [8.69, 13.65], [2.36, 19.82]]
epoch: 96
loss: 0.9999999921276884
dilation rates: [[1.09, 2.61], [1.17, 1.87], [1.15, 3.57], [1.34, 1.59], [1.5, 3.51], [3.64, 6.73], [2.3, 13.83], [3.63, 5.66], [3.55, 8.76], [5.59, 8.72], [8.7, 13.69], [2.38, 19.81]]
epoch: 97
loss: 0.9999999922883478
dilation rates: [[1.18, 2.6], [1.19, 1.93], [1.11, 3.56], [1.32, 1.48], [1.43, 3.58], [3.69, 6.74], [2.26, 13.82], [3.57, 5.66], [3.53, 8.8], [5.57, 8.74], [8.74, 13.65], [2.33, 19.83]]
epoch: 98
loss: 0.9999999913243913
dilation rates: [[1.29, 2.58], [1.19, 1.91], [1.15, 3.61], [1.27, 1.5], [1.46, 3.59], [3.64, 6.84], [2.27, 13.8], [3.59, 5.77], [3.61, 8.82], [5.66, 8.76], [8.75, 13.69], [2.36, 19.82]]
epoch: 99
loss: 0.9999999895571378
dilation rates: [[1.2, 2.61], [1.08, 1.82], [0.99, 3.69], [1.28, 1.57], [1.49, 3.58], [3.62, 6.83], [2.22, 13.84], [3.6, 5.71], [3.54, 8.92], [5.68, 8.8], [8.74, 13.66], [2.38, 19.87]]
IOU: [96.74, 76.37, 88.42, 33.8, 48.23, 53.43, 52.6, 61.61, 90.31, 57.79, 93.05, 66.05, 36.44, 91.34, 52.3, 69.66, 55.35, 32.17, 63.9]
mIOU: 64.19, mIOU_reduced: 65.14, accuracy: 93.79
epoch: 100
loss: 0.999999991163732
dilation rates: [[1.09, 2.51], [1.08, 1.78], [1.08, 3.54], [1.34, 1.45], [1.47, 3.58], [3.69, 6.74], [2.23, 13.78], [3.64, 5.68], [3.56, 8.81], [5.65, 8.72], [8.75, 13.7], [2.41, 19.83]]
epoch: 101
loss: 0.999999991967029
dilation rates: [[1.2, 2.56], [1.15, 1.9], [1.16, 3.56], [1.31, 1.51], [1.47, 3.57], [3.64, 6.74], [2.16, 13.76], [3.5, 5.59], [3.52, 8.75], [5.65, 8.72], [8.78, 13.69], [2.4, 19.79]]
epoch: 102
loss: 0.9999999929309855
dilation rates: [[1.23, 2.56], [1.11, 1.9], [1.1, 3.6], [1.19, 1.48], [1.39, 3.58], [3.61, 6.75], [2.18, 13.75], [3.52, 5.6], [3.53, 8.74], [5.61, 8.74], [8.68, 13.64], [2.27, 19.78]]
epoch: 103
loss: 0.9999999924490073
dilation rates: [[1.29, 2.42], [1.21, 1.82], [1.15, 3.61], [1.3, 1.51], [1.49, 3.64], [3.66, 6.67], [2.25, 13.7], [3.54, 5.65], [3.51, 8.79], [5.6, 8.7], [8.69, 13.65], [2.38, 19.79]]
epoch: 104
loss: 0.9999999935736232
dilation rates: [[1.12, 2.57], [1.19, 1.79], [1.1, 3.47], [1.27, 1.46], [1.47, 3.56], [3.68, 6.71], [2.25, 13.78], [3.54, 5.66], [3.56, 8.81], [5.63, 8.7], [8.69, 13.63], [2.34, 19.8]]
epoch: 105
loss: 0.9999999916457102
dilation rates: [[1.27, 2.51], [1.06, 1.84], [1.05, 3.5], [1.32, 1.47], [1.47, 3.5], [3.53, 6.64], [2.22, 13.75], [3.55, 5.72], [3.58, 8.88], [5.62, 8.79], [8.65, 13.69], [2.38, 19.76]]
epoch: 106
loss: 0.999999991967029
dilation rates: [[1.11, 2.58], [1.17, 1.85], [1.09, 3.63], [1.27, 1.54], [1.51, 3.44], [3.63, 6.68], [2.21, 13.74], [3.51, 5.62], [3.56, 8.82], [5.63, 8.79], [8.67, 13.7], [2.38, 19.74]]
epoch: 107
loss: 0.9999999924490073
dilation rates: [[1.14, 2.64], [1.23, 1.95], [1.23, 3.68], [1.21, 1.61], [1.46, 3.47], [3.67, 6.71], [2.27, 13.66], [3.61, 5.63], [3.47, 8.75], [5.7, 8.76], [8.69, 13.73], [2.43, 19.74]]
epoch: 108
loss: 0.999999991967029
dilation rates: [[1.07, 2.55], [1.06, 1.84], [1.22, 3.68], [1.34, 1.41], [1.47, 3.59], [3.66, 6.71], [2.3, 13.76], [3.6, 5.67], [3.6, 8.92], [5.68, 8.79], [8.73, 13.84], [2.37, 19.85]]
epoch: 109
loss: 0.9999999929309855
dilation rates: [[0.99, 2.5], [1.02, 1.81], [1.22, 3.64], [1.33, 1.54], [1.53, 3.62], [3.64, 6.72], [2.24, 13.72], [3.58, 5.77], [3.58, 8.83], [5.68, 8.84], [8.72, 13.79], [2.39, 19.78]]
epoch: 110
loss: 0.9999999921276884
dilation rates: [[1.3, 2.54], [1.28, 1.87], [1.01, 3.61], [1.33, 1.6], [1.53, 3.5], [3.61, 6.69], [2.29, 13.71], [3.57, 5.68], [3.51, 8.77], [5.63, 8.79], [8.62, 13.74], [2.42, 19.73]]
epoch: 111
loss: 0.9999999926096667
dilation rates: [[1.22, 2.59], [1.08, 1.79], [1.08, 3.58], [1.31, 1.46], [1.5, 3.67], [3.57, 6.64], [2.22, 13.77], [3.55, 5.66], [3.48, 8.78], [5.63, 8.76], [8.66, 13.78], [2.33, 19.76]]
epoch: 112
loss: 0.9999999929309855
dilation rates: [[1.18, 2.6], [1.18, 1.78], [1.13, 3.53], [1.17, 1.42], [1.35, 3.63], [3.59, 6.78], [2.19, 13.81], [3.49, 5.55], [3.51, 8.77], [5.63, 8.81], [8.67, 13.76], [2.41, 19.79]]
epoch: 113
loss: 0.9999999916457102
dilation rates: [[1.26, 2.67], [1.05, 1.93], [1.14, 3.69], [1.19, 1.35], [1.48, 3.64], [3.84, 6.79], [2.28, 13.76], [3.67, 5.71], [3.55, 8.77], [5.63, 8.75], [8.75, 13.76], [2.33, 19.8]]
epoch: 114
loss: 0.9999999901997754
dilation rates: [[1.14, 2.5], [1.07, 1.88], [1.11, 3.58], [1.16, 1.41], [1.53, 3.52], [3.72, 6.66], [2.28, 13.79], [3.61, 5.64], [3.59, 8.8], [5.68, 8.69], [8.71, 13.75], [2.34, 19.79]]
epoch: 115
loss: 0.9999999916457102
dilation rates: [[1.26, 2.68], [1.26, 1.83], [1.18, 3.62], [1.3, 1.51], [1.5, 3.6], [3.61, 6.78], [2.25, 13.75], [3.61, 5.64], [3.58, 8.82], [5.59, 8.73], [8.75, 13.86], [2.43, 19.79]]
epoch: 116
loss: 0.999999991967029
dilation rates: [[1.05, 2.47], [1.08, 1.82], [1.1, 3.6], [1.28, 1.32], [1.43, 3.56], [3.62, 6.65], [2.23, 13.74], [3.49, 5.69], [3.48, 8.76], [5.54, 8.7], [8.72, 13.83], [2.34, 19.76]]
epoch: 117
loss: 0.999999991163732
dilation rates: [[1.27, 2.7], [1.11, 1.96], [1.11, 3.73], [1.31, 1.42], [1.48, 3.62], [3.66, 6.64], [2.23, 13.77], [3.62, 5.71], [3.56, 8.76], [5.64, 8.69], [8.77, 13.85], [2.47, 19.78]]
epoch: 118
loss: 0.9999999910030725
dilation rates: [[1.31, 2.69], [1.0, 1.86], [1.17, 3.72], [1.27, 1.67], [1.5, 3.58], [3.6, 6.67], [2.36, 13.7], [3.7, 5.8], [3.58, 8.81], [5.66, 8.72], [8.74, 13.83], [2.42, 19.79]]
epoch: 119
loss: 0.9999999922883478
dilation rates: [[1.05, 2.57], [1.06, 1.8], [1.14, 3.64], [1.17, 1.59], [1.43, 3.63], [3.6, 6.6], [2.36, 13.68], [3.61, 5.72], [3.68, 8.74], [5.62, 8.73], [8.7, 13.76], [2.39, 19.77]]
epoch: 120
loss: 0.9999999916457102
dilation rates: [[1.29, 2.72], [1.01, 1.9], [1.05, 3.69], [1.26, 1.52], [1.44, 3.59], [3.7, 6.82], [2.33, 13.66], [3.58, 5.83], [3.6, 8.76], [5.68, 8.81], [8.72, 13.74], [2.42, 19.74]]
epoch: 121
loss: 0.9999999910030725
dilation rates: [[1.27, 2.55], [1.1, 1.77], [1.13, 3.54], [1.3, 1.52], [1.46, 3.59], [3.68, 6.71], [2.29, 13.63], [3.56, 5.73], [3.53, 8.74], [5.63, 8.74], [8.66, 13.76], [2.38, 19.76]]
epoch: 122
loss: 0.9999999905210942
dilation rates: [[1.3, 2.55], [1.08, 1.89], [1.08, 3.77], [1.27, 1.48], [1.45, 3.61], [3.65, 6.67], [2.22, 13.72], [3.52, 5.69], [3.49, 8.79], [5.58, 8.72], [8.71, 13.75], [2.38, 19.72]]
epoch: 123
loss: 0.9999999916457102
dilation rates: [[1.24, 2.51], [1.18, 1.83], [1.04, 3.68], [1.26, 1.51], [1.42, 3.56], [3.6, 6.61], [2.26, 13.68], [3.58, 5.79], [3.54, 8.9], [5.6, 8.75], [8.73, 13.78], [2.31, 19.72]]
epoch: 124
loss: 0.9999999921276884
dilation rates: [[1.13, 2.65], [1.04, 1.87], [1.2, 3.65], [1.3, 1.46], [1.47, 3.59], [3.61, 6.68], [2.18, 13.76], [3.47, 5.69], [3.59, 8.76], [5.59, 8.76], [8.73, 13.81], [2.35, 19.74]]
IOU: [97.19, 78.84, 89.28, 39.72, 45.91, 52.72, 53.74, 66.3, 90.7, 56.4, 90.96, 73.4, 48.31, 92.04, 57.83, 69.81, 58.16, 37.87, 64.93]
mIOU: 66.53, mIOU_reduced: 67.39, accuracy: 94.32
epoch: 125
loss: 0.999999991967029
dilation rates: [[1.19, 2.65], [1.27, 1.87], [1.25, 3.59], [1.27, 1.47], [1.37, 3.63], [3.74, 6.86], [2.25, 13.78], [3.56, 5.68], [3.64, 8.8], [5.61, 8.76], [8.73, 13.82], [2.47, 19.84]]
epoch: 126
loss: 0.9999999943769203
dilation rates: [[1.21, 2.48], [1.07, 1.76], [1.18, 3.78], [1.3, 1.51], [1.42, 3.62], [3.71, 6.8], [2.36, 13.87], [3.61, 5.72], [3.56, 8.81], [5.61, 8.72], [8.72, 13.75], [2.41, 19.8]]
epoch: 127
loss: 0.9999999929309855
dilation rates: [[1.1, 2.57], [1.21, 1.75], [0.88, 3.64], [1.35, 1.54], [1.56, 3.57], [3.58, 6.58], [2.38, 13.74], [3.52, 5.71], [3.5, 8.76], [5.54, 8.73], [8.71, 13.75], [2.29, 19.74]]
epoch: 128
loss: 0.9999999897177971
dilation rates: [[1.29, 2.54], [1.14, 1.7], [1.15, 3.59], [1.39, 1.59], [1.46, 3.74], [3.68, 6.73], [2.16, 13.71], [3.62, 5.72], [3.53, 8.72], [5.6, 8.73], [8.7, 13.78], [2.37, 19.77]]
epoch: 129
loss: 0.9999999895571378
dilation rates: [[1.21, 2.56], [1.17, 1.96], [1.17, 3.68], [1.3, 1.37], [1.34, 3.58], [3.61, 6.56], [2.29, 13.72], [3.56, 5.65], [3.58, 8.69], [5.62, 8.75], [8.67, 13.74], [2.38, 19.73]]
epoch: 130
loss: 0.999999991967029
dilation rates: [[1.16, 2.52], [1.11, 1.99], [1.05, 3.6], [1.17, 1.4], [1.45, 3.65], [3.58, 6.72], [2.29, 13.68], [3.58, 5.62], [3.6, 8.73], [5.61, 8.68], [8.65, 13.75], [2.35, 19.74]]
epoch: 131
loss: 0.9999999929309855
dilation rates: [[1.2, 2.59], [0.97, 1.88], [1.16, 3.6], [1.29, 1.6], [1.47, 3.6], [3.72, 6.69], [2.37, 13.81], [3.62, 5.7], [3.56, 8.8], [5.6, 8.72], [8.66, 13.77], [2.39, 19.77]]
epoch: 132
loss: 0.999999991967029
dilation rates: [[1.15, 2.65], [1.0, 1.83], [1.18, 3.66], [1.29, 1.46], [1.42, 3.59], [3.66, 6.65], [2.29, 13.72], [3.55, 5.69], [3.54, 8.79], [5.53, 8.73], [8.69, 13.75], [2.37, 19.74]]
epoch: 133
loss: 0.9999999892358189
dilation rates: [[1.15, 2.58], [1.2, 1.71], [1.11, 3.58], [1.25, 1.47], [1.45, 3.54], [3.64, 6.73], [2.27, 13.75], [3.58, 5.69], [3.55, 8.77], [5.64, 8.76], [8.74, 13.75], [2.42, 19.77]]
epoch: 134
loss: 0.9999999913243913
dilation rates: [[1.21, 2.57], [1.2, 1.93], [1.19, 3.59], [1.29, 1.51], [1.36, 3.53], [3.67, 6.74], [2.25, 13.79], [3.53, 5.71], [3.55, 8.73], [5.55, 8.76], [8.68, 13.76], [2.4, 19.81]]
epoch: 135
loss: 0.9999999898784565
dilation rates: [[1.13, 2.5], [1.1, 2.1], [1.12, 3.53], [1.46, 1.42], [1.46, 3.57], [3.68, 6.73], [2.21, 13.76], [3.61, 5.72], [3.52, 8.75], [5.63, 8.75], [8.7, 13.74], [2.44, 19.78]]
epoch: 136
loss: 0.9999999924490073
dilation rates: [[1.35, 2.53], [1.12, 2.28], [1.13, 3.61], [1.21, 1.55], [1.47, 3.54], [3.66, 6.76], [2.21, 13.72], [3.49, 5.65], [3.47, 8.81], [5.58, 8.7], [8.66, 13.75], [2.37, 19.79]]
epoch: 137
loss: 0.9999999921276884
dilation rates: [[1.12, 2.32], [1.07, 2.13], [1.18, 3.5], [1.23, 1.4], [1.44, 3.64], [3.63, 6.64], [2.27, 13.7], [3.55, 5.7], [3.54, 8.78], [5.58, 8.68], [8.65, 13.77], [2.39, 19.71]]
epoch: 138
loss: 0.9999999926096667
dilation rates: [[1.24, 2.6], [1.19, 2.22], [1.03, 3.63], [1.24, 1.51], [1.52, 3.55], [3.51, 6.61], [2.29, 13.75], [3.52, 5.62], [3.5, 8.78], [5.62, 8.66], [8.64, 13.76], [2.36, 19.75]]
epoch: 139
loss: 0.9999999929309855
dilation rates: [[1.28, 2.56], [1.02, 2.3], [1.12, 3.7], [1.35, 1.48], [1.38, 3.55], [3.56, 6.77], [2.26, 13.73], [3.5, 5.68], [3.52, 8.84], [5.59, 8.68], [8.63, 13.74], [2.32, 19.8]]
epoch: 140
loss: 0.9999999906817536
dilation rates: [[1.27, 2.67], [1.05, 2.22], [1.08, 3.65], [1.31, 1.49], [1.49, 3.62], [3.74, 6.72], [2.34, 13.7], [3.66, 5.76], [3.7, 8.84], [5.69, 8.73], [8.65, 13.81], [2.47, 19.82]]
epoch: 141
loss: 0.9999999924490073
dilation rates: [[1.11, 2.6], [1.02, 2.19], [1.01, 3.67], [1.2, 1.36], [1.46, 3.55], [3.66, 6.73], [2.28, 13.76], [3.59, 5.69], [3.6, 8.8], [5.62, 8.72], [8.63, 13.73], [2.36, 19.82]]
epoch: 142
loss: 0.9999999926096667
dilation rates: [[1.24, 2.54], [1.15, 2.16], [1.13, 3.64], [1.34, 1.41], [1.38, 3.57], [3.58, 6.78], [2.21, 13.66], [3.5, 5.62], [3.55, 8.78], [5.54, 8.72], [8.62, 13.71], [2.43, 19.83]]
epoch: 143
loss: 0.999999991967029
dilation rates: [[1.19, 2.59], [1.15, 2.2], [1.12, 3.7], [1.23, 1.57], [1.41, 3.58], [3.53, 6.68], [2.23, 13.72], [3.56, 5.67], [3.58, 8.83], [5.56, 8.71], [8.61, 13.7], [2.42, 19.8]]
epoch: 144
loss: 0.9999999897177971
dilation rates: [[1.38, 2.63], [1.27, 2.32], [1.25, 3.64], [1.43, 1.54], [1.5, 3.63], [3.69, 6.66], [2.33, 13.84], [3.58, 5.65], [3.53, 8.78], [5.69, 8.71], [8.67, 13.74], [2.42, 19.77]]
epoch: 145
loss: 0.9999999927703261
dilation rates: [[1.34, 2.72], [1.07, 2.26], [1.15, 3.67], [1.28, 1.54], [1.43, 3.62], [3.64, 6.7], [2.25, 13.79], [3.55, 5.65], [3.6, 8.77], [5.55, 8.67], [8.75, 13.77], [2.42, 19.76]]
epoch: 146
loss: 0.9999999922883478
dilation rates: [[1.21, 2.6], [1.14, 2.37], [1.07, 3.71], [1.35, 1.48], [1.49, 3.63], [3.67, 6.71], [2.32, 13.8], [3.64, 5.73], [3.57, 8.75], [5.67, 8.69], [8.76, 13.71], [2.5, 19.77]]
epoch: 147
loss: 0.9999999922883478
dilation rates: [[1.35, 2.53], [1.3, 2.38], [1.2, 3.38], [1.16, 1.37], [1.57, 3.58], [3.68, 6.64], [2.35, 13.79], [3.65, 5.63], [3.63, 8.7], [5.7, 8.65], [8.67, 13.54], [2.44, 19.68]]
epoch: 148
loss: 0.9999999921276884
dilation rates: [[1.28, 2.62], [1.06, 2.42], [1.11, 3.46], [1.31, 1.37], [1.48, 3.62], [3.62, 6.67], [2.21, 13.75], [3.46, 5.57], [3.47, 8.7], [5.52, 8.62], [8.64, 13.64], [2.38, 19.76]]
epoch: 149
loss: 0.9999999908424131
dilation rates: [[1.29, 2.58], [1.1, 2.45], [1.14, 3.65], [1.31, 1.52], [1.41, 3.57], [3.58, 6.72], [2.26, 13.66], [3.52, 5.56], [3.53, 8.68], [5.59, 8.71], [8.67, 13.77], [2.41, 19.77]]
IOU: [97.44, 79.87, 89.47, 44.03, 51.43, 53.38, 53.49, 68.39, 90.81, 59.55, 93.04, 72.04, 46.17, 91.97, 53.41, 74.07, 57.87, 40.49, 68.24]
mIOU: 67.64, mIOU_reduced: 68.74, accuracy: 94.54
epoch: 150
loss: 0.9999999914850507
dilation rates: [[1.22, 2.5], [1.16, 2.2], [1.15, 3.65], [1.33, 1.43], [1.43, 3.6], [3.59, 6.82], [2.26, 13.84], [3.56, 5.57], [3.6, 8.75], [5.64, 8.69], [8.68, 13.78], [2.38, 19.82]]
epoch: 151
loss: 0.9999999922883478
dilation rates: [[1.31, 2.62], [1.22, 2.43], [1.12, 3.62], [1.4, 1.49], [1.49, 3.59], [3.66, 6.64], [2.29, 13.72], [3.59, 5.59], [3.52, 8.76], [5.62, 8.73], [8.69, 13.72], [2.41, 19.76]]
epoch: 152
loss: 0.9999999910030725
dilation rates: [[1.15, 2.63], [1.07, 2.37], [1.15, 3.59], [1.17, 1.52], [1.45, 3.56], [3.67, 6.75], [2.24, 13.68], [3.57, 5.67], [3.63, 8.77], [5.59, 8.71], [8.64, 13.74], [2.44, 19.75]]
epoch: 153
loss: 0.9999999905210942
dilation rates: [[1.2, 2.53], [1.11, 2.36], [1.1, 3.6], [1.2, 1.41], [1.43, 3.57], [3.68, 6.74], [2.2, 13.65], [3.46, 5.59], [3.49, 8.74], [5.57, 8.68], [8.59, 13.71], [2.3, 19.7]]
epoch: 154
loss: 0.9999999930916449
dilation rates: [[1.32, 2.62], [1.21, 2.31], [1.06, 3.64], [1.32, 1.49], [1.43, 3.65], [3.75, 6.78], [2.36, 13.7], [3.54, 5.64], [3.61, 8.77], [5.6, 8.76], [8.72, 13.76], [2.44, 19.74]]
epoch: 155
loss: 0.9999999922883478
dilation rates: [[1.18, 2.69], [0.97, 2.38], [1.07, 3.59], [1.14, 1.3], [1.46, 3.57], [3.61, 6.74], [2.27, 13.72], [3.55, 5.66], [3.55, 8.89], [5.64, 8.75], [8.7, 13.79], [2.45, 19.76]]
epoch: 156
loss: 0.9999999918063696
dilation rates: [[1.26, 2.5], [1.06, 2.47], [1.2, 3.6], [1.25, 1.37], [1.41, 3.59], [3.67, 6.82], [2.27, 13.71], [3.6, 5.68], [3.53, 8.84], [5.57, 8.7], [8.62, 13.77], [2.37, 19.78]]
epoch: 157
loss: 0.999999990039116
dilation rates: [[1.24, 2.58], [1.2, 2.53], [1.04, 3.68], [1.2, 1.52], [1.45, 3.56], [3.67, 6.74], [2.32, 13.74], [3.59, 5.7], [3.62, 8.87], [5.66, 8.77], [8.68, 13.82], [2.46, 19.77]]
epoch: 158
loss: 0.9999999908424131
dilation rates: [[1.31, 2.62], [1.24, 2.44], [1.17, 3.73], [1.35, 1.37], [1.43, 3.57], [3.73, 6.68], [2.24, 13.67], [3.58, 5.67], [3.52, 8.79], [5.56, 8.69], [8.6, 13.79], [2.45, 19.72]]
epoch: 159
loss: 0.9999999895571378
dilation rates: [[1.29, 2.57], [1.21, 2.44], [1.16, 3.66], [1.37, 1.48], [1.5, 3.63], [3.67, 6.71], [2.28, 13.76], [3.58, 5.64], [3.58, 8.76], [5.65, 8.68], [8.63, 13.74], [2.4, 19.72]]
epoch: 160
loss: 0.9999999932523044
dilation rates: [[1.26, 2.62], [1.13, 2.42], [1.18, 3.59], [1.36, 1.56], [1.44, 3.67], [3.62, 6.73], [2.22, 13.75], [3.56, 5.66], [3.56, 8.75], [5.64, 8.78], [8.68, 13.71], [2.38, 19.77]]
epoch: 161
loss: 0.9999999921276884
dilation rates: [[1.23, 2.46], [1.17, 2.32], [1.05, 3.63], [1.39, 1.42], [1.45, 3.54], [3.65, 6.81], [2.19, 13.84], [3.52, 5.69], [3.58, 8.73], [5.57, 8.67], [8.66, 13.74], [2.38, 19.8]]
epoch: 162
loss: 0.9999999922883478
dilation rates: [[1.27, 2.81], [1.22, 2.36], [1.14, 3.71], [1.43, 1.59], [1.43, 3.56], [3.69, 6.72], [2.33, 13.89], [3.53, 5.66], [3.59, 8.76], [5.53, 8.69], [8.69, 13.79], [2.35, 19.75]]
epoch: 163
loss: 0.9999999893964783
dilation rates: [[1.29, 2.53], [1.12, 2.36], [1.03, 3.67], [1.18, 1.42], [1.39, 3.48], [3.72, 6.76], [2.25, 13.85], [3.46, 5.65], [3.62, 8.75], [5.55, 8.7], [8.71, 13.75], [2.36, 19.77]]
epoch: 164
loss: 0.9999999932523044
dilation rates: [[1.23, 2.65], [1.08, 2.39], [1.02, 3.72], [1.33, 1.53], [1.5, 3.61], [3.65, 6.76], [2.31, 13.75], [3.52, 5.69], [3.61, 8.72], [5.6, 8.68], [8.64, 13.74], [2.42, 19.74]]
epoch: 165
loss: 0.9999999921276884
dilation rates: [[1.15, 2.6], [1.18, 2.44], [1.04, 3.64], [1.24, 1.49], [1.38, 3.58], [3.64, 6.87], [2.31, 13.69], [3.51, 5.65], [3.47, 8.73], [5.53, 8.67], [8.59, 13.68], [2.41, 19.7]]
epoch: 166
loss: 0.9999999918063696
dilation rates: [[1.28, 2.58], [1.17, 2.36], [1.13, 3.7], [1.3, 1.51], [1.41, 3.64], [3.73, 6.84], [2.36, 13.72], [3.58, 5.66], [3.57, 8.79], [5.57, 8.74], [8.66, 13.7], [2.34, 19.72]]
epoch: 167
loss: 0.9999999908424131
dilation rates: [[1.15, 2.59], [1.08, 2.47], [1.24, 3.78], [1.37, 1.42], [1.55, 3.53], [3.67, 6.73], [2.3, 13.84], [3.56, 5.7], [3.59, 8.71], [5.62, 8.76], [8.69, 13.68], [2.44, 19.78]]
epoch: 168
loss: 0.9999999929309855
dilation rates: [[1.24, 2.55], [1.11, 2.47], [1.1, 3.66], [1.32, 1.49], [1.47, 3.62], [3.58, 6.68], [2.29, 13.69], [3.52, 5.55], [3.58, 8.69], [5.58, 8.69], [8.63, 13.65], [2.42, 19.72]]
epoch: 169
loss: 0.9999999908424131
dilation rates: [[1.27, 2.51], [1.1, 2.34], [1.12, 3.7], [1.35, 1.51], [1.36, 3.62], [3.65, 6.9], [2.28, 13.82], [3.57, 5.6], [3.57, 8.81], [5.66, 8.73], [8.71, 13.73], [2.42, 19.79]]
epoch: 170
loss: 0.9999999916457102
dilation rates: [[1.31, 2.69], [1.21, 2.34], [1.18, 3.77], [1.43, 1.51], [1.47, 3.59], [3.65, 6.74], [2.28, 13.82], [3.58, 5.64], [3.59, 8.86], [5.58, 8.76], [8.72, 13.78], [2.41, 19.75]]
epoch: 171
loss: 0.9999999930916449
dilation rates: [[1.26, 2.51], [1.18, 2.39], [1.21, 3.72], [1.39, 1.38], [1.53, 3.61], [3.65, 6.82], [2.25, 13.63], [3.62, 5.66], [3.61, 8.75], [5.62, 8.65], [8.61, 13.73], [2.5, 19.71]]
epoch: 172
loss: 0.9999999926096667
dilation rates: [[1.19, 2.57], [1.24, 2.36], [1.16, 3.66], [1.34, 1.58], [1.43, 3.67], [3.7, 6.77], [2.35, 13.71], [3.55, 5.59], [3.61, 8.74], [5.64, 8.69], [8.63, 13.77], [2.47, 19.76]]
epoch: 173
loss: 0.9999999910030725
dilation rates: [[1.33, 2.54], [1.12, 2.45], [1.13, 3.77], [1.41, 1.48], [1.48, 3.53], [3.61, 6.73], [2.26, 13.61], [3.58, 5.64], [3.65, 8.7], [5.58, 8.67], [8.64, 13.77], [2.39, 19.74]]
epoch: 174
loss: 0.999999991967029
dilation rates: [[1.24, 2.64], [1.13, 2.56], [1.1, 3.69], [1.35, 1.38], [1.49, 3.61], [3.62, 6.72], [2.27, 13.66], [3.5, 5.65], [3.57, 8.79], [5.58, 8.76], [8.65, 13.83], [2.35, 19.73]]
IOU: [96.48, 77.57, 90.24, 42.56, 52.19, 52.41, 50.99, 68.15, 90.78, 55.98, 93.72, 74.63, 51.79, 92.69, 60.13, 73.12, 69.9, 45.33, 67.79]
mIOU: 68.76, mIOU_reduced: 68.96, accuracy: 94.35
epoch: 175
loss: 0.9999999918063696
dilation rates: [[1.21, 2.61], [1.07, 2.29], [1.06, 3.62], [1.24, 1.36], [1.42, 3.58], [3.61, 6.76], [2.33, 13.73], [3.53, 5.63], [3.51, 8.8], [5.5, 8.77], [8.66, 13.79], [2.33, 19.68]]
epoch: 176
loss: 0.999999991967029
dilation rates: [[1.28, 2.44], [1.02, 2.35], [1.09, 3.6], [1.21, 1.48], [1.4, 3.54], [3.57, 6.64], [2.25, 13.69], [3.48, 5.57], [3.53, 8.76], [5.53, 8.76], [8.63, 13.73], [2.32, 19.74]]
epoch: 177
loss: 0.9999999913243913
dilation rates: [[1.34, 2.5], [1.13, 2.35], [1.19, 3.52], [1.29, 1.37], [1.37, 3.46], [3.58, 6.69], [2.26, 13.62], [3.54, 5.63], [3.49, 8.7], [5.5, 8.72], [8.62, 13.74], [2.4, 19.72]]
epoch: 178
loss: 0.999999991163732
dilation rates: [[1.4, 2.72], [1.13, 2.32], [1.11, 3.5], [1.4, 1.45], [1.43, 3.62], [3.65, 6.76], [2.33, 13.65], [3.55, 5.6], [3.55, 8.75], [5.5, 8.72], [8.63, 13.74], [2.39, 19.69]]
epoch: 179
loss: 0.9999999930916449
dilation rates: [[1.38, 2.61], [1.17, 2.47], [1.12, 3.48], [1.28, 1.62], [1.49, 3.53], [3.65, 6.77], [2.28, 13.81], [3.6, 5.67], [3.59, 8.71], [5.57, 8.75], [8.63, 13.78], [2.4, 19.76]]
epoch: 180
loss: 0.9999999926096667
dilation rates: [[1.23, 2.52], [1.19, 2.32], [1.08, 3.52], [1.16, 1.47], [1.48, 3.52], [3.63, 6.83], [2.27, 13.85], [3.58, 5.6], [3.61, 8.72], [5.62, 8.69], [8.64, 13.8], [2.38, 19.75]]
epoch: 181
loss: 0.9999999927703261
dilation rates: [[1.28, 2.53], [1.18, 2.41], [1.03, 3.64], [1.31, 1.44], [1.42, 3.54], [3.58, 6.69], [2.31, 13.66], [3.59, 5.6], [3.51, 8.71], [5.57, 8.71], [8.62, 13.77], [2.33, 19.73]]
epoch: 182
loss: 0.9999999916457102
dilation rates: [[1.32, 2.59], [1.24, 2.09], [1.24, 3.61], [1.41, 1.45], [1.47, 3.58], [3.61, 6.96], [2.37, 13.7], [3.69, 5.64], [3.61, 8.75], [5.55, 8.72], [8.69, 13.82], [2.48, 19.73]]
epoch: 183
loss: 0.9999999929309855
dilation rates: [[1.28, 2.51], [1.14, 2.4], [1.25, 3.69], [1.25, 1.56], [1.49, 3.6], [3.73, 6.83], [2.29, 13.73], [3.57, 5.67], [3.6, 8.79], [5.61, 8.7], [8.64, 13.78], [2.43, 19.72]]
epoch: 184
loss: 0.9999999929309855
dilation rates: [[1.29, 2.6], [1.18, 2.48], [1.15, 3.74], [1.43, 1.55], [1.5, 3.7], [3.76, 6.75], [2.42, 13.7], [3.65, 5.66], [3.61, 8.7], [5.65, 8.7], [8.65, 13.73], [2.44, 19.82]]
epoch: 185
loss: 0.9999999906817536
dilation rates: [[1.31, 2.57], [1.18, 2.48], [1.16, 3.63], [1.41, 1.52], [1.43, 3.68], [3.63, 6.79], [2.34, 13.69], [3.63, 5.69], [3.6, 8.74], [5.62, 8.76], [8.7, 13.71], [2.45, 19.74]]
epoch: 186
loss: 0.9999999916457102
dilation rates: [[1.16, 2.6], [1.03, 2.42], [1.05, 3.57], [1.25, 1.54], [1.43, 3.62], [3.62, 6.8], [2.32, 13.78], [3.66, 5.65], [3.56, 8.78], [5.57, 8.72], [8.71, 13.7], [2.44, 19.69]]
epoch: 187
loss: 0.9999999924490073
dilation rates: [[1.4, 2.72], [1.14, 2.39], [1.21, 3.49], [1.36, 1.44], [1.46, 3.54], [3.67, 6.75], [2.3, 13.62], [3.5, 5.63], [3.48, 8.79], [5.59, 8.7], [8.66, 13.75], [2.45, 19.66]]
epoch: 188
loss: 0.9999999935736232
dilation rates: [[1.25, 2.57], [1.13, 2.45], [1.12, 3.64], [1.33, 1.51], [1.41, 3.54], [3.61, 6.78], [2.23, 13.69], [3.55, 5.62], [3.59, 8.8], [5.55, 8.69], [8.66, 13.74], [2.4, 19.72]]
epoch: 189
loss: 0.9999999924490073
dilation rates: [[1.34, 2.64], [1.22, 2.43], [1.07, 3.63], [1.35, 1.45], [1.49, 3.57], [3.62, 6.74], [2.36, 13.69], [3.61, 5.65], [3.6, 8.69], [5.62, 8.75], [8.68, 13.74], [2.46, 19.67]]
epoch: 190
loss: 0.9999999922883478
dilation rates: [[1.27, 2.6], [1.06, 2.26], [1.14, 3.78], [1.35, 1.43], [1.44, 3.53], [3.71, 6.74], [2.32, 13.63], [3.52, 5.62], [3.61, 8.72], [5.57, 8.74], [8.6, 13.76], [2.35, 19.74]]
epoch: 191
loss: 0.9999999906817536
dilation rates: [[1.28, 2.54], [1.17, 2.47], [1.15, 3.72], [1.37, 1.53], [1.41, 3.59], [3.66, 6.73], [2.26, 13.63], [3.57, 5.67], [3.61, 8.65], [5.62, 8.71], [8.63, 13.74], [2.47, 19.74]]
epoch: 192
loss: 0.9999999934129638
dilation rates: [[1.42, 2.65], [1.31, 2.42], [1.21, 3.72], [1.4, 1.51], [1.42, 3.7], [3.74, 6.75], [2.4, 13.64], [3.62, 5.71], [3.57, 8.7], [5.61, 8.71], [8.68, 13.77], [2.46, 19.68]]
epoch: 193
loss: 0.9999999935736232
dilation rates: [[1.28, 2.47], [1.19, 2.36], [1.19, 3.69], [1.27, 1.52], [1.46, 3.59], [3.66, 6.76], [2.23, 13.69], [3.52, 5.7], [3.51, 8.71], [5.58, 8.75], [8.71, 13.79], [2.48, 19.73]]
epoch: 194
loss: 0.9999999905210942
dilation rates: [[1.4, 2.55], [1.1, 2.28], [1.16, 3.51], [1.35, 1.51], [1.53, 3.63], [3.72, 6.73], [2.31, 13.64], [3.71, 5.69], [3.54, 8.7], [5.6, 8.71], [8.7, 13.78], [2.44, 19.69]]
epoch: 195
loss: 0.9999999913243913
dilation rates: [[1.39, 2.59], [1.21, 2.33], [1.18, 3.65], [1.41, 1.5], [1.43, 3.59], [3.56, 6.67], [2.29, 13.7], [3.56, 5.59], [3.56, 8.65], [5.53, 8.66], [8.62, 13.7], [2.34, 19.63]]
epoch: 196
loss: 0.9999999926096667
dilation rates: [[1.3, 2.55], [1.13, 2.39], [1.09, 3.66], [1.26, 1.45], [1.38, 3.62], [3.69, 6.79], [2.35, 13.73], [3.58, 5.61], [3.61, 8.73], [5.59, 8.74], [8.57, 13.73], [2.45, 19.66]]
epoch: 197
loss: 0.9999999903604349
dilation rates: [[1.28, 2.62], [1.23, 2.4], [1.13, 3.77], [1.31, 1.41], [1.4, 3.57], [3.61, 6.65], [2.34, 13.66], [3.55, 5.62], [3.55, 8.69], [5.57, 8.63], [8.58, 13.75], [2.4, 19.68]]
epoch: 198
loss: 0.9999999934129638
dilation rates: [[1.28, 2.47], [1.22, 2.46], [1.23, 3.6], [1.36, 1.54], [1.36, 3.57], [3.53, 6.73], [2.28, 13.67], [3.54, 5.66], [3.57, 8.71], [5.55, 8.68], [8.57, 13.76], [2.42, 19.72]]
epoch: 199
loss: 0.999999991163732
dilation rates: [[1.2, 2.63], [1.18, 2.47], [1.1, 3.66], [1.34, 1.45], [1.44, 3.58], [3.62, 6.89], [2.31, 13.71], [3.51, 5.77], [3.54, 8.75], [5.59, 8.67], [8.67, 13.74], [2.41, 19.69]]
IOU: [97.46, 79.67, 90.81, 57.29, 54.22, 59.54, 58.69, 71.94, 91.55, 57.49, 94.1, 75.78, 54.47, 93.19, 73.59, 78.6, 66.98, 32.1, 65.8]
mIOU: 71.22, mIOU_reduced: 70.88, accuracy: 95.02
epoch: 200
loss: 0.9999999934129638
dilation rates: [[1.36, 2.58], [1.13, 2.54], [0.91, 3.74], [1.28, 1.46], [1.46, 3.67], [3.71, 6.83], [2.31, 13.81], [3.69, 5.68], [3.52, 8.72], [5.6, 8.65], [8.64, 13.75], [2.44, 19.74]]
epoch: 201
loss: 0.9999999921276884
dilation rates: [[1.27, 2.53], [1.14, 2.28], [1.06, 3.7], [1.36, 1.54], [1.4, 3.49], [3.65, 6.69], [2.31, 13.81], [3.54, 5.6], [3.47, 8.73], [5.52, 8.62], [8.57, 13.73], [2.41, 19.69]]
epoch: 202
loss: 0.999999991967029
dilation rates: [[1.31, 2.53], [1.22, 2.27], [1.28, 3.65], [1.3, 1.5], [1.4, 3.47], [3.69, 6.85], [2.32, 13.82], [3.61, 5.69], [3.55, 8.82], [5.57, 8.67], [8.63, 13.75], [2.4, 19.63]]
epoch: 203
loss: 0.9999999940556015
dilation rates: [[1.32, 2.53], [1.18, 2.46], [1.14, 3.73], [1.49, 1.48], [1.35, 3.6], [3.67, 6.79], [2.31, 13.79], [3.61, 5.68], [3.59, 8.78], [5.5, 8.66], [8.66, 13.71], [2.44, 19.67]]
epoch: 204
loss: 0.9999999918063696
dilation rates: [[1.26, 2.56], [1.07, 2.49], [1.11, 3.74], [1.22, 1.54], [1.38, 3.61], [3.6, 6.76], [2.34, 13.71], [3.49, 5.66], [3.53, 8.76], [5.5, 8.66], [8.65, 13.75], [2.4, 19.64]]
epoch: 205
loss: 0.9999999934129638
dilation rates: [[1.26, 2.63], [1.23, 2.35], [1.2, 3.7], [1.32, 1.42], [1.42, 3.59], [3.69, 6.68], [2.26, 13.71], [3.57, 5.64], [3.46, 8.72], [5.51, 8.64], [8.61, 13.73], [2.33, 19.67]]
epoch: 206
loss: 0.9999999918063696
dilation rates: [[1.26, 2.6], [1.05, 2.47], [1.08, 3.77], [1.24, 1.47], [1.43, 3.63], [3.75, 6.8], [2.32, 13.73], [3.67, 5.68], [3.57, 8.78], [5.55, 8.65], [8.66, 13.78], [2.35, 19.74]]
epoch: 207
loss: 0.9999999918063696
dilation rates: [[1.26, 2.67], [1.15, 2.46], [1.08, 3.65], [1.24, 1.51], [1.44, 3.53], [3.65, 6.7], [2.33, 13.62], [3.55, 5.72], [3.57, 8.73], [5.53, 8.74], [8.65, 13.77], [2.4, 19.7]]
epoch: 208
loss: 0.9999999938949421
dilation rates: [[1.34, 2.49], [1.19, 2.39], [1.14, 3.65], [1.26, 1.5], [1.41, 3.54], [3.67, 6.72], [2.31, 13.64], [3.52, 5.78], [3.5, 8.72], [5.54, 8.74], [8.57, 13.72], [2.41, 19.68]]
epoch: 209
loss: 0.9999999932523044
dilation rates: [[1.25, 2.78], [1.24, 2.35], [1.17, 3.67], [1.28, 1.43], [1.53, 3.56], [3.69, 6.74], [2.25, 13.65], [3.53, 5.71], [3.56, 8.74], [5.46, 8.71], [8.61, 13.71], [2.47, 19.66]]
epoch: 210
loss: 0.9999999922883478
dilation rates: [[1.31, 2.56], [1.26, 2.38], [1.16, 3.7], [1.28, 1.46], [1.47, 3.58], [3.59, 6.76], [2.25, 13.65], [3.46, 5.62], [3.54, 8.74], [5.55, 8.66], [8.57, 13.7], [2.36, 19.67]]
epoch: 211
loss: 0.9999999927703261
dilation rates: [[1.28, 2.55], [1.2, 2.5], [1.17, 3.77], [1.34, 1.49], [1.44, 3.52], [3.6, 6.74], [2.35, 13.68], [3.55, 5.72], [3.61, 8.79], [5.6, 8.72], [8.57, 13.76], [2.41, 19.72]]
epoch: 212
loss: 0.9999999926096667
dilation rates: [[1.35, 2.5], [1.24, 2.47], [1.23, 3.63], [1.41, 1.54], [1.46, 3.53], [3.66, 6.77], [2.37, 13.71], [3.55, 5.63], [3.51, 8.78], [5.48, 8.7], [8.55, 13.77], [2.46, 19.75]]
epoch: 213
loss: 0.9999999905210942
dilation rates: [[1.34, 2.63], [1.28, 2.48], [1.13, 3.69], [1.39, 1.47], [1.33, 3.43], [3.6, 6.77], [2.31, 13.66], [3.51, 5.62], [3.51, 8.74], [5.49, 8.63], [8.62, 13.77], [2.42, 19.74]]
epoch: 214
loss: 0.9999999921276884
dilation rates: [[1.18, 2.45], [1.17, 2.5], [1.13, 3.75], [1.31, 1.48], [1.43, 3.55], [3.57, 6.79], [2.27, 13.61], [3.52, 5.64], [3.56, 8.72], [5.5, 8.66], [8.61, 13.72], [2.34, 19.76]]
epoch: 215
loss: 0.9999999918063696
dilation rates: [[1.36, 2.68], [1.16, 2.53], [1.03, 3.74], [1.34, 1.43], [1.55, 3.63], [3.71, 6.82], [2.29, 13.59], [3.58, 5.65], [3.54, 8.67], [5.54, 8.63], [8.57, 13.69], [2.43, 19.72]]
epoch: 216
loss: 0.9999999927703261
dilation rates: [[1.24, 2.57], [1.11, 2.31], [1.0, 3.8], [1.39, 1.4], [1.47, 3.72], [3.68, 7.04], [2.29, 13.74], [3.65, 5.63], [3.5, 8.69], [5.5, 8.65], [8.54, 13.72], [2.48, 19.73]]
epoch: 217
loss: 0.9999999929309855
dilation rates: [[1.54, 2.69], [1.18, 2.4], [1.07, 3.61], [1.35, 1.46], [1.5, 3.56], [3.73, 7.27], [2.31, 13.85], [3.56, 5.72], [3.58, 8.7], [5.59, 8.62], [8.62, 13.77], [2.42, 19.75]]
epoch: 218
loss: 0.9999999905210942
dilation rates: [[1.33, 2.55], [0.99, 2.35], [1.18, 3.74], [1.38, 1.48], [1.49, 3.62], [3.75, 7.44], [2.44, 13.7], [3.61, 5.68], [3.57, 8.7], [5.6, 8.64], [8.59, 13.77], [2.45, 19.71]]
epoch: 219
loss: 0.9999999918063696
dilation rates: [[1.32, 2.57], [1.17, 2.45], [1.21, 3.79], [1.37, 1.49], [1.35, 3.64], [3.69, 7.51], [2.33, 13.75], [3.55, 5.64], [3.56, 8.74], [5.54, 8.64], [8.58, 13.73], [2.41, 19.72]]
epoch: 220
loss: 0.9999999937342826
dilation rates: [[1.25, 2.52], [1.27, 2.4], [1.18, 3.74], [1.34, 1.46], [1.38, 3.57], [3.72, 7.38], [2.39, 13.8], [3.59, 5.65], [3.54, 8.75], [5.55, 8.68], [8.59, 13.77], [2.4, 19.7]]
epoch: 221
loss: 0.9999999929309855
dilation rates: [[1.39, 2.53], [1.19, 2.4], [1.19, 3.71], [1.42, 1.52], [1.47, 3.63], [3.71, 7.47], [2.32, 13.7], [3.63, 5.66], [3.53, 8.78], [5.53, 8.7], [8.63, 13.8], [2.48, 19.7]]
epoch: 222
loss: 0.9999999921276884
dilation rates: [[1.27, 2.53], [1.15, 2.56], [1.2, 3.78], [1.3, 1.39], [1.43, 3.6], [3.72, 7.44], [2.34, 13.74], [3.59, 5.66], [3.58, 8.75], [5.55, 8.69], [8.59, 13.75], [2.41, 19.69]]
epoch: 223
loss: 0.9999999921276884
dilation rates: [[1.33, 2.41], [1.2, 2.38], [1.18, 3.79], [1.46, 1.5], [1.45, 3.64], [3.72, 7.44], [2.36, 13.84], [3.61, 5.61], [3.61, 8.77], [5.64, 8.72], [8.63, 13.73], [2.39, 19.65]]
epoch: 224
loss: 0.9999999934129638
dilation rates: [[1.36, 2.59], [1.23, 2.52], [1.17, 3.7], [1.28, 1.49], [1.37, 3.58], [3.57, 7.41], [2.33, 13.82], [3.49, 5.6], [3.57, 8.79], [5.58, 8.73], [8.62, 13.72], [2.41, 19.66]]
IOU: [97.42, 80.92, 90.59, 49.29, 55.45, 59.02, 61.34, 71.84, 91.46, 59.58, 93.56, 76.06, 54.72, 92.76, 53.35, 64.92, 52.95, 52.5, 70.76]
mIOU: 69.92, mIOU_reduced: 72.33, accuracy: 94.94
epoch: 225
loss: 0.9999999914850507
dilation rates: [[1.25, 2.54], [1.24, 2.52], [1.16, 3.71], [1.35, 1.38], [1.48, 3.57], [3.67, 7.52], [2.33, 13.84], [3.55, 5.67], [3.53, 8.77], [5.61, 8.77], [8.6, 13.76], [2.49, 19.7]]
epoch: 226
loss: 0.9999999932523044
dilation rates: [[1.31, 2.43], [1.34, 2.43], [1.12, 3.62], [1.33, 1.53], [1.4, 3.56], [3.59, 7.36], [2.32, 13.75], [3.43, 5.61], [3.58, 8.74], [5.59, 8.7], [8.59, 13.71], [2.44, 19.62]]
epoch: 227
loss: 0.9999999929309855
dilation rates: [[1.3, 2.62], [1.13, 2.42], [1.15, 3.81], [1.33, 1.48], [1.37, 3.6], [3.7, 7.39], [2.37, 13.69], [3.55, 5.56], [3.62, 8.71], [5.54, 8.69], [8.55, 13.73], [2.4, 19.63]]
epoch: 228
loss: 0.9999999935736232
dilation rates: [[1.33, 2.53], [1.22, 2.33], [1.13, 3.75], [1.19, 1.41], [1.44, 3.5], [3.67, 7.47], [2.34, 13.66], [3.54, 5.59], [3.6, 8.73], [5.57, 8.68], [8.54, 13.67], [2.32, 19.64]]
epoch: 229
loss: 0.9999999921276884
dilation rates: [[1.31, 2.4], [1.29, 2.49], [1.31, 3.67], [1.41, 1.59], [1.38, 3.57], [3.68, 7.55], [2.35, 13.89], [3.61, 5.64], [3.56, 8.76], [5.62, 8.8], [8.62, 13.64], [2.46, 19.65]]
epoch: 230
loss: 0.9999999913243913
dilation rates: [[1.26, 2.59], [1.1, 2.49], [1.16, 3.72], [1.28, 1.46], [1.38, 3.58], [3.6, 7.5], [2.31, 13.72], [3.52, 5.64], [3.59, 8.75], [5.59, 8.74], [8.61, 13.68], [2.35, 19.68]]
epoch: 231
loss: 0.9999999935736232
dilation rates: [[1.28, 2.56], [1.08, 2.44], [1.01, 3.71], [1.39, 1.63], [1.53, 3.58], [3.71, 7.48], [2.29, 13.84], [3.49, 5.69], [3.55, 8.75], [5.65, 8.72], [8.71, 13.77], [2.46, 19.71]]
epoch: 232
loss: 0.9999999913243913
dilation rates: [[1.25, 2.49], [1.3, 2.45], [1.21, 3.6], [1.26, 1.44], [1.33, 3.47], [3.61, 7.38], [2.21, 13.76], [3.57, 5.65], [3.5, 8.69], [5.57, 8.65], [8.6, 13.73], [2.46, 19.7]]
epoch: 233
loss: 0.9999999924490073
dilation rates: [[1.38, 2.63], [1.2, 2.38], [1.22, 3.66], [1.34, 1.47], [1.42, 3.55], [3.72, 7.41], [2.36, 13.67], [3.58, 5.7], [3.6, 8.73], [5.55, 8.73], [8.59, 13.75], [2.42, 19.72]]
epoch: 234
loss: 0.9999999914850507
dilation rates: [[1.35, 2.6], [1.16, 2.32], [1.16, 3.62], [1.29, 1.42], [1.43, 3.58], [3.66, 7.38], [2.26, 13.67], [3.55, 5.69], [3.54, 8.72], [5.58, 8.68], [8.58, 13.77], [2.37, 19.73]]
epoch: 235
loss: 0.9999999932523044
dilation rates: [[1.16, 2.52], [1.11, 2.41], [1.23, 3.65], [1.41, 1.52], [1.4, 3.66], [3.68, 7.49], [2.34, 13.57], [3.57, 5.66], [3.53, 8.69], [5.44, 8.64], [8.49, 13.71], [2.42, 19.76]]
epoch: 236
loss: 0.9999999924490073
dilation rates: [[1.23, 2.6], [1.18, 2.43], [1.1, 3.71], [1.43, 1.46], [1.47, 3.55], [3.7, 7.53], [2.29, 13.6], [3.58, 5.59], [3.51, 8.68], [5.55, 8.66], [8.55, 13.63], [2.44, 19.67]]
epoch: 237
loss: 0.9999999934129638
dilation rates: [[1.24, 2.64], [1.21, 2.43], [1.12, 3.66], [1.24, 1.38], [1.41, 3.59], [3.68, 7.53], [2.43, 13.63], [3.57, 5.62], [3.58, 8.66], [5.52, 8.65], [8.57, 13.67], [2.42, 19.67]]
epoch: 238
loss: 0.999999990039116
dilation rates: [[1.25, 2.58], [1.19, 2.39], [1.2, 3.78], [1.34, 1.47], [1.4, 3.57], [3.73, 7.52], [2.3, 13.66], [3.54, 5.59], [3.5, 8.69], [5.54, 8.67], [8.54, 13.7], [2.41, 19.65]]
epoch: 239
loss: 0.9999999935736232
dilation rates: [[1.32, 2.61], [1.18, 2.44], [1.21, 3.62], [1.5, 1.57], [1.41, 3.58], [3.65, 7.46], [2.25, 13.75], [3.57, 5.59], [3.48, 8.72], [5.6, 8.7], [8.56, 13.71], [2.47, 19.7]]
epoch: 240
loss: 0.9999999942162608
dilation rates: [[1.33, 2.58], [1.13, 2.59], [1.23, 3.75], [1.34, 1.49], [1.39, 3.61], [3.58, 7.34], [2.28, 13.77], [3.55, 5.7], [3.57, 8.69], [5.52, 8.67], [8.59, 13.76], [2.42, 19.7]]
IOU: [97.51, 80.43, 90.56, 54.99, 51.08, 59.23, 59.47, 73.02, 91.2, 59.55, 94.02, 76.03, 53.12, 93.34, 71.47, 79.09, 75.43, 46.99, 70.26]
mIOU: 72.46, mIOU_reduced: 71.92, accuracy: 95.08
epoch: 241
loss: 0.9999999924490073
dilation rates: [[1.31, 2.69], [1.16, 2.43], [1.04, 3.79], [1.4, 1.52], [1.44, 3.59], [3.55, 7.42], [2.31, 13.57], [3.58, 5.63], [3.47, 8.62], [5.48, 8.64], [8.54, 13.76], [2.42, 19.72]]
IOU: [97.44, 80.14, 89.83, 52.92, 49.59, 55.98, 59.65, 68.33, 91.02, 60.12, 93.44, 75.34, 52.37, 90.68, 41.73, 56.5, 28.48, 53.26, 69.01]
mIOU: 66.62, mIOU_reduced: 71.19, accuracy: 94.49
epoch: 242
loss: 0.9999999889145
dilation rates: [[1.24, 2.6], [1.2, 2.4], [1.11, 3.73], [1.35, 1.43], [1.37, 3.67], [3.69, 7.45], [2.32, 13.61], [3.59, 5.7], [3.6, 8.64], [5.54, 8.61], [8.6, 13.68], [2.4, 19.66]]
IOU: [97.73, 81.91, 90.19, 38.55, 53.65, 58.0, 59.11, 71.16, 91.35, 61.86, 92.35, 76.91, 56.75, 93.15, 56.61, 69.18, 47.37, 43.46, 71.0]
mIOU: 68.96, mIOU_reduced: 71.07, accuracy: 94.98
epoch: 243
loss: 0.9999999921276884
dilation rates: [[1.23, 2.59], [1.13, 2.43], [1.13, 3.73], [1.34, 1.44], [1.42, 3.61], [3.67, 7.46], [2.27, 13.61], [3.51, 5.68], [3.51, 8.65], [5.54, 8.61], [8.55, 13.69], [2.39, 19.68]]
IOU: [97.69, 81.94, 90.97, 52.71, 46.59, 60.3, 61.06, 72.37, 91.88, 61.77, 94.01, 77.27, 55.08, 93.79, 63.75, 76.24, 63.59, 55.09, 70.93]
mIOU: 71.95, mIOU_reduced: 72.71, accuracy: 95.24
epoch: 244
loss: 0.9999999929309855
dilation rates: [[1.2, 2.67], [1.11, 2.49], [1.15, 3.61], [1.42, 1.52], [1.45, 3.6], [3.71, 7.55], [2.42, 13.61], [3.63, 5.65], [3.6, 8.64], [5.5, 8.59], [8.55, 13.71], [2.38, 19.67]]
IOU: [97.73, 81.62, 90.58, 42.36, 56.93, 57.92, 59.66, 71.4, 91.28, 56.05, 93.55, 75.59, 52.66, 92.99, 67.55, 75.49, 40.71, 44.16, 68.59]
mIOU: 69.31, mIOU_reduced: 70.82, accuracy: 95.01
epoch: 245
loss: 0.999999991163732
dilation rates: [[1.27, 2.7], [1.32, 2.47], [1.19, 3.66], [1.38, 1.44], [1.42, 3.58], [3.73, 7.55], [2.43, 13.66], [3.56, 5.61], [3.49, 8.69], [5.51, 8.63], [8.55, 13.72], [2.39, 19.65]]
IOU: [97.4, 80.58, 90.49, 47.29, 51.58, 56.05, 56.09, 71.09, 91.76, 61.05, 93.92, 77.11, 55.34, 93.32, 63.73, 74.84, 54.02, 42.5, 68.78]
mIOU: 69.84, mIOU_reduced: 70.9, accuracy: 94.96
epoch: 246
loss: 0.9999999935736232
dilation rates: [[1.3, 2.64], [1.21, 2.59], [1.2, 3.65], [1.35, 1.47], [1.48, 3.65], [3.67, 7.62], [2.29, 13.69], [3.59, 5.66], [3.6, 8.72], [5.58, 8.62], [8.61, 13.74], [2.51, 19.62]]
IOU: [97.49, 80.66, 90.44, 46.46, 55.44, 59.48, 54.42, 69.5, 91.51, 62.81, 93.56, 74.97, 55.4, 92.34, 59.36, 74.98, 51.75, 47.47, 69.92]
mIOU: 69.89, mIOU_reduced: 71.37, accuracy: 94.92
epoch: 247
loss: 0.999999991967029
dilation rates: [[1.34, 2.57], [1.28, 2.5], [1.18, 3.76], [1.39, 1.56], [1.48, 3.59], [3.61, 7.6], [2.37, 13.74], [3.7, 5.62], [3.63, 8.7], [5.63, 8.68], [8.57, 13.77], [2.47, 19.65]]
IOU: [97.61, 81.01, 90.99, 57.28, 56.88, 55.92, 59.32, 67.92, 91.49, 57.46, 93.84, 75.46, 54.03, 93.07, 66.98, 71.94, 44.27, 37.34, 69.72]
mIOU: 69.61, mIOU_reduced: 71.21, accuracy: 95.07
epoch: 248
loss: 0.9999999927703261
dilation rates: [[1.3, 2.66], [1.15, 2.43], [1.21, 3.65], [1.29, 1.49], [1.4, 3.58], [3.71, 7.56], [2.4, 13.73], [3.6, 5.61], [3.47, 8.69], [5.59, 8.7], [8.61, 13.78], [2.4, 19.67]]
IOU: [97.11, 81.8, 90.55, 35.9, 53.6, 60.09, 58.31, 71.29, 90.94, 54.59, 93.39, 76.61, 55.9, 93.51, 73.88, 80.59, 52.6, 43.68, 69.56]
mIOU: 70.2, mIOU_reduced: 70.43, accuracy: 94.89
epoch: 249
loss: 0.9999999934129638
dilation rates: [[1.24, 2.5], [1.13, 2.41], [1.08, 3.81], [1.44, 1.52], [1.42, 3.68], [3.74, 7.55], [2.39, 13.73], [3.55, 5.7], [3.58, 8.73], [5.6, 8.74], [8.63, 13.78], [2.36, 19.71]]
IOU: [97.82, 82.38, 90.9, 54.71, 56.47, 58.85, 60.82, 71.95, 91.44, 59.68, 94.13, 75.66, 53.92, 93.67, 63.08, 66.58, 38.89, 45.3, 67.59]
mIOU: 69.68, mIOU_reduced: 72.21, accuracy: 95.19
Best mIOU: 72.46186326679431
Best global accuracy: 95.23608088493347
Training time 16:19:06
mIOUs: [72.46186326679431]
global_accuracies: [95.23608088493347]
