{'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', 'save_best_path': 'checkpoints/L3_decoder26_run1', 'save_latest_path': 'checkpoints/L3_decoder26_latest', 'resume_path': 'checkpoints/L3_decoder26_latest', 'log_path': 'logs/L3_decoder26_run1.txt'}
run: 1
epoch: 0
loss: 0.9999999921276884
dilation rates: [[1.01, 1.03], [1.06, 1.04], [0.99, 1.03], [1.06, 1.05], [1.14, 1.15], [1.16, 1.13], [1.24, 1.09], [1.22, 1.18], [1.08, 1.11], [1.1, 1.08], [1.24, 1.24], [1.24, 0.99]]
IOU: [73.13, 1.74, 28.3, 0.0, 0.0, 0.0, 0.0, 0.0, 34.72, 6.34, 67.71, 0.07, 0.0, 20.56, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 12.24, mIOU_reduced: 14.54, accuracy: 58.74
epoch: 1
loss: 0.9999999929309855
dilation rates: [[1.11, 1.2], [1.19, 1.12], [1.05, 1.17], [1.27, 1.17], [1.52, 1.57], [1.65, 1.46], [1.79, 1.37], [1.66, 1.61], [1.4, 1.53], [1.45, 1.47], [1.66, 1.67], [1.66, 1.33]]
epoch: 2
loss: 0.9999999910030725
dilation rates: [[1.16, 1.26], [1.34, 1.27], [1.12, 1.26], [1.48, 1.41], [1.89, 1.92], [2.06, 1.83], [2.39, 1.65], [2.04, 1.96], [1.73, 1.93], [1.8, 1.86], [2.03, 2.04], [2.06, 1.68]]
epoch: 3
loss: 0.9999999914850507
dilation rates: [[1.21, 1.31], [1.42, 1.31], [1.17, 1.32], [1.6, 1.56], [2.19, 2.34], [2.57, 2.22], [2.93, 1.87], [2.54, 2.37], [2.03, 2.38], [2.18, 2.26], [2.56, 2.54], [2.68, 1.93]]
epoch: 4
loss: 0.9999999914850507
dilation rates: [[1.18, 1.34], [1.39, 1.32], [1.18, 1.36], [1.7, 1.61], [2.44, 2.62], [2.89, 2.59], [3.58, 2.09], [2.88, 2.72], [2.35, 2.83], [2.57, 2.73], [3.01, 2.94], [3.29, 2.19]]
epoch: 5
loss: 0.999999991163732
dilation rates: [[1.16, 1.28], [1.33, 1.26], [1.21, 1.34], [1.73, 1.67], [2.6, 2.76], [3.02, 2.78], [3.95, 2.28], [3.35, 2.95], [2.59, 3.24], [2.85, 3.02], [3.47, 3.35], [3.87, 2.39]]
epoch: 6
loss: 0.9999999913243913
dilation rates: [[1.22, 1.34], [1.37, 1.31], [1.27, 1.39], [1.73, 1.66], [2.67, 2.81], [3.42, 2.89], [4.58, 2.41], [3.74, 3.27], [2.81, 3.65], [3.16, 3.46], [3.87, 3.73], [4.62, 2.55]]
epoch: 7
loss: 0.9999999932523044
dilation rates: [[1.3, 1.36], [1.35, 1.36], [1.33, 1.41], [1.79, 1.78], [2.71, 2.86], [3.66, 2.95], [5.11, 2.48], [3.94, 3.53], [2.95, 3.94], [3.48, 3.79], [4.31, 4.07], [5.24, 2.71]]
epoch: 8
loss: 0.9999999921276884
dilation rates: [[1.29, 1.39], [1.42, 1.38], [1.32, 1.42], [1.76, 1.72], [2.66, 2.73], [3.76, 2.92], [5.66, 2.47], [4.24, 3.67], [3.0, 4.25], [3.7, 3.95], [4.67, 4.49], [5.86, 2.79]]
epoch: 9
loss: 0.9999999921276884
dilation rates: [[1.27, 1.31], [1.4, 1.35], [1.24, 1.37], [1.71, 1.75], [2.7, 2.76], [3.9, 3.0], [5.94, 2.48], [4.59, 3.77], [3.2, 4.6], [3.9, 4.27], [4.9, 4.75], [6.49, 2.92]]
epoch: 10
loss: 0.9999999926096667
dilation rates: [[1.22, 1.42], [1.4, 1.34], [1.22, 1.45], [1.73, 1.7], [2.73, 2.83], [3.93, 3.26], [6.23, 2.42], [4.79, 3.88], [3.34, 4.82], [3.99, 4.55], [5.26, 4.95], [6.94, 2.95]]
epoch: 11
loss: 0.9999999916457102
dilation rates: [[1.2, 1.46], [1.39, 1.34], [1.26, 1.43], [1.68, 1.71], [2.63, 2.76], [3.95, 3.43], [6.64, 2.44], [4.9, 3.9], [3.43, 4.94], [4.21, 4.72], [5.56, 5.24], [7.5, 2.96]]
epoch: 12
loss: 0.9999999897177971
dilation rates: [[1.2, 1.39], [1.39, 1.27], [1.2, 1.41], [1.75, 1.64], [2.67, 2.8], [3.96, 3.49], [6.85, 2.4], [4.97, 3.92], [3.48, 5.14], [4.41, 4.86], [5.78, 5.47], [7.86, 2.97]]
epoch: 13
loss: 0.9999999897177971
dilation rates: [[1.28, 1.42], [1.49, 1.35], [1.27, 1.45], [1.71, 1.61], [2.67, 2.75], [4.21, 3.51], [7.02, 2.41], [5.1, 3.92], [3.51, 5.41], [4.56, 4.92], [5.9, 5.67], [8.3, 2.95]]
epoch: 14
loss: 0.999999991163732
dilation rates: [[1.39, 1.47], [1.47, 1.44], [1.18, 1.47], [1.74, 1.69], [2.74, 2.81], [4.49, 3.58], [7.48, 2.41], [5.39, 3.93], [3.53, 5.64], [4.66, 4.99], [5.99, 5.84], [8.76, 2.96]]
epoch: 15
loss: 0.9999999897177971
dilation rates: [[1.25, 1.33], [1.47, 1.41], [1.23, 1.49], [1.7, 1.7], [2.63, 2.7], [4.58, 3.57], [7.7, 2.4], [5.5, 3.87], [3.52, 5.69], [4.72, 5.01], [6.25, 5.86], [8.88, 2.94]]
epoch: 16
loss: 0.9999999921276884
dilation rates: [[1.36, 1.41], [1.44, 1.38], [1.15, 1.41], [1.75, 1.61], [2.7, 2.69], [4.55, 3.54], [7.74, 2.34], [5.57, 3.86], [3.54, 5.72], [4.75, 5.21], [6.47, 5.95], [9.14, 2.97]]
epoch: 17
loss: 0.9999999932523044
dilation rates: [[1.15, 1.28], [1.33, 1.33], [1.13, 1.41], [1.64, 1.6], [2.63, 2.68], [4.56, 3.58], [7.87, 2.35], [5.57, 3.87], [3.54, 5.73], [4.76, 5.33], [6.64, 5.98], [9.63, 2.93]]
epoch: 18
loss: 0.9999999918063696
dilation rates: [[1.32, 1.28], [1.46, 1.37], [1.18, 1.46], [1.66, 1.58], [2.63, 2.69], [4.67, 3.65], [7.94, 2.33], [5.66, 3.88], [3.61, 5.79], [4.78, 5.48], [6.79, 6.23], [9.76, 2.9]]
epoch: 19
loss: 0.9999999918063696
dilation rates: [[1.38, 1.36], [1.41, 1.36], [1.18, 1.39], [1.7, 1.61], [2.69, 2.73], [4.59, 3.62], [8.35, 2.29], [5.72, 3.84], [3.58, 5.81], [4.8, 5.56], [6.83, 6.38], [9.88, 2.77]]
epoch: 20
loss: 0.9999999927703261
dilation rates: [[1.27, 1.39], [1.36, 1.33], [1.1, 1.34], [1.66, 1.56], [2.61, 2.7], [4.62, 3.62], [8.47, 2.3], [5.71, 3.8], [3.57, 5.84], [4.82, 5.61], [6.87, 6.52], [9.93, 2.69]]
epoch: 21
loss: 0.999999991163732
dilation rates: [[1.25, 1.34], [1.29, 1.22], [1.0, 1.39], [1.64, 1.49], [2.59, 2.69], [4.66, 3.64], [8.56, 2.29], [5.69, 3.81], [3.58, 5.81], [4.83, 5.67], [6.89, 6.63], [9.97, 2.72]]
epoch: 22
loss: 0.9999999937342826
dilation rates: [[1.24, 1.51], [1.41, 1.41], [1.09, 1.42], [1.55, 1.53], [2.61, 2.67], [4.7, 3.61], [8.65, 2.26], [5.72, 3.8], [3.62, 5.88], [4.87, 5.74], [6.94, 6.72], [10.42, 2.71]]
epoch: 23
loss: 0.9999999927703261
dilation rates: [[1.32, 1.52], [1.44, 1.34], [1.17, 1.52], [1.72, 1.57], [2.62, 2.73], [4.7, 3.65], [8.79, 2.25], [5.75, 3.83], [3.63, 5.89], [4.89, 5.8], [6.95, 6.81], [10.71, 2.68]]
epoch: 24
loss: 0.9999999914850507
dilation rates: [[1.46, 1.49], [1.49, 1.4], [1.21, 1.49], [1.66, 1.61], [2.65, 2.75], [4.73, 3.68], [8.83, 2.24], [5.76, 3.8], [3.6, 5.92], [4.84, 5.8], [6.96, 6.85], [10.81, 2.63]]
IOU: [95.6, 67.45, 85.19, 26.9, 34.62, 42.08, 26.82, 40.22, 88.32, 41.43, 89.18, 55.8, 4.71, 85.67, 4.48, 38.67, 33.68, 9.03, 50.89]
mIOU: 48.46, mIOU_reduced: 52.74, accuracy: 91.41
epoch: 25
loss: 0.9999999914850507
dilation rates: [[1.23, 1.43], [1.34, 1.3], [1.0, 1.39], [1.67, 1.6], [2.58, 2.7], [4.77, 3.7], [8.89, 2.26], [5.82, 3.78], [3.59, 5.95], [4.87, 5.79], [6.98, 6.87], [10.88, 2.6]]
epoch: 26
loss: 0.9999999916457102
dilation rates: [[1.23, 1.32], [1.41, 1.32], [1.08, 1.49], [1.63, 1.51], [2.63, 2.7], [4.74, 3.67], [8.88, 2.3], [5.81, 3.82], [3.59, 5.91], [4.89, 5.8], [7.04, 6.87], [10.87, 2.58]]
epoch: 27
loss: 0.9999999934129638
dilation rates: [[1.17, 1.45], [1.49, 1.31], [1.05, 1.47], [1.54, 1.51], [2.59, 2.64], [4.75, 3.69], [8.83, 2.22], [5.8, 3.8], [3.59, 5.91], [4.9, 5.79], [7.34, 6.88], [10.94, 2.58]]
epoch: 28
loss: 0.9999999908424131
dilation rates: [[1.3, 1.34], [1.47, 1.32], [1.05, 1.5], [1.64, 1.44], [2.67, 2.69], [4.79, 3.71], [8.85, 2.18], [5.84, 3.78], [3.61, 5.93], [4.87, 5.84], [7.52, 6.87], [10.9, 2.53]]
epoch: 29
loss: 0.9999999913243913
dilation rates: [[1.24, 1.41], [1.41, 1.3], [1.06, 1.48], [1.64, 1.45], [2.68, 2.71], [4.84, 3.68], [8.82, 2.27], [5.82, 3.82], [3.62, 5.92], [4.89, 5.87], [7.67, 6.9], [10.92, 2.46]]
epoch: 30
loss: 0.9999999918063696
dilation rates: [[1.3, 1.47], [1.4, 1.36], [1.06, 1.44], [1.46, 1.52], [2.62, 2.64], [4.73, 3.65], [8.81, 2.25], [5.77, 3.79], [3.57, 5.93], [4.86, 5.87], [7.73, 6.91], [11.27, 2.5]]
epoch: 31
loss: 0.9999999927703261
dilation rates: [[1.28, 1.39], [1.39, 1.3], [1.01, 1.43], [1.57, 1.49], [2.59, 2.61], [4.76, 3.7], [8.83, 2.18], [5.81, 3.76], [3.59, 5.94], [4.88, 5.89], [7.83, 6.94], [11.56, 2.48]]
epoch: 32
loss: 0.9999999937342826
dilation rates: [[1.34, 1.34], [1.41, 1.29], [1.01, 1.45], [1.62, 1.5], [2.64, 2.65], [4.75, 3.66], [8.83, 2.22], [5.82, 3.8], [3.58, 5.92], [4.81, 5.88], [7.86, 6.94], [11.76, 2.45]]
epoch: 33
loss: 0.9999999932523044
dilation rates: [[1.24, 1.42], [1.37, 1.39], [0.99, 1.41], [1.61, 1.6], [2.57, 2.66], [4.76, 3.7], [8.91, 2.22], [5.88, 3.79], [3.6, 5.93], [4.84, 5.9], [7.9, 7.05], [11.75, 2.45]]
epoch: 34
loss: 0.9999999924490073
dilation rates: [[1.38, 1.4], [1.46, 1.33], [1.08, 1.5], [1.63, 1.46], [2.58, 2.65], [4.88, 3.78], [8.96, 2.19], [5.93, 3.84], [3.65, 6.08], [4.88, 5.96], [7.96, 7.31], [11.89, 2.49]]
epoch: 35
loss: 0.999999991163732
dilation rates: [[1.27, 1.38], [1.36, 1.33], [1.03, 1.52], [1.59, 1.54], [2.71, 2.73], [4.88, 3.78], [8.97, 2.26], [5.89, 3.79], [3.64, 6.33], [4.87, 5.96], [7.91, 7.43], [11.88, 2.49]]
epoch: 36
loss: 0.9999999929309855
dilation rates: [[1.34, 1.54], [1.38, 1.33], [1.03, 1.57], [1.59, 1.54], [2.6, 2.68], [4.77, 3.75], [9.38, 2.3], [5.84, 3.79], [3.64, 6.41], [4.89, 6.07], [7.94, 7.56], [11.93, 2.45]]
epoch: 37
loss: 0.999999991163732
dilation rates: [[1.36, 1.45], [1.47, 1.39], [1.05, 1.4], [1.55, 1.47], [2.55, 2.65], [4.77, 3.82], [9.44, 2.27], [5.84, 3.82], [3.67, 6.5], [4.9, 6.25], [7.96, 7.6], [11.91, 2.46]]
epoch: 38
loss: 0.9999999918063696
dilation rates: [[1.42, 1.48], [1.48, 1.37], [1.09, 1.42], [1.6, 1.56], [2.65, 2.64], [4.85, 3.76], [9.62, 2.18], [5.87, 3.81], [3.66, 6.54], [4.92, 6.35], [7.92, 7.65], [11.91, 2.45]]
epoch: 39
loss: 0.9999999938949421
dilation rates: [[1.24, 1.33], [1.4, 1.36], [0.98, 1.49], [1.54, 1.44], [2.65, 2.61], [4.84, 3.79], [9.67, 2.23], [5.86, 3.77], [3.62, 6.55], [4.92, 6.4], [7.86, 7.64], [11.88, 2.43]]
epoch: 40
loss: 0.9999999924490073
dilation rates: [[1.27, 1.37], [1.46, 1.3], [1.03, 1.53], [1.52, 1.5], [2.63, 2.78], [4.85, 3.78], [9.67, 2.2], [5.88, 3.8], [3.63, 6.63], [4.91, 6.52], [7.89, 7.7], [11.91, 2.47]]
epoch: 41
loss: 0.999999991163732
dilation rates: [[1.4, 1.5], [1.49, 1.48], [1.02, 1.58], [1.5, 1.47], [2.62, 2.68], [4.81, 3.74], [9.69, 2.2], [5.87, 3.74], [3.61, 6.62], [4.9, 6.55], [7.85, 7.69], [11.93, 2.43]]
epoch: 42
loss: 0.9999999918063696
dilation rates: [[1.37, 1.5], [1.43, 1.29], [1.01, 1.51], [1.54, 1.37], [2.67, 2.71], [4.84, 3.8], [9.75, 2.22], [5.85, 3.79], [3.67, 6.63], [4.91, 6.58], [7.94, 7.79], [12.17, 2.42]]
epoch: 43
loss: 0.9999999905210942
dilation rates: [[1.34, 1.42], [1.51, 1.31], [1.01, 1.54], [1.57, 1.48], [2.67, 2.74], [4.92, 3.84], [9.78, 2.23], [5.89, 3.8], [3.73, 6.65], [4.96, 6.69], [7.96, 7.86], [12.49, 2.43]]
epoch: 44
loss: 0.9999999913243913
dilation rates: [[1.2, 1.42], [1.32, 1.35], [0.96, 1.45], [1.49, 1.45], [2.69, 2.76], [4.98, 3.77], [9.89, 2.25], [5.88, 3.8], [3.7, 6.66], [4.97, 6.72], [7.94, 7.82], [12.69, 2.44]]
epoch: 45
loss: 0.9999999918063696
dilation rates: [[1.27, 1.39], [1.45, 1.46], [1.01, 1.59], [1.54, 1.46], [2.59, 2.65], [4.88, 3.73], [9.8, 2.23], [5.87, 3.73], [3.62, 6.71], [4.93, 6.67], [7.95, 7.8], [12.74, 2.45]]
epoch: 46
loss: 0.9999999926096667
dilation rates: [[1.48, 1.57], [1.47, 1.44], [1.09, 1.45], [1.55, 1.43], [2.52, 2.65], [4.84, 3.8], [9.81, 2.21], [5.81, 3.74], [3.65, 6.73], [4.93, 6.72], [7.96, 7.79], [12.78, 2.37]]
epoch: 47
loss: 0.9999999908424131
dilation rates: [[1.2, 1.4], [1.35, 1.3], [0.98, 1.55], [1.53, 1.47], [2.61, 2.68], [4.86, 3.74], [9.89, 2.14], [5.76, 3.72], [3.61, 6.74], [4.9, 6.68], [7.93, 7.82], [12.77, 2.4]]
epoch: 48
loss: 0.9999999924490073
dilation rates: [[1.27, 1.44], [1.46, 1.35], [1.06, 1.54], [1.52, 1.4], [2.66, 2.66], [4.82, 3.78], [9.91, 2.18], [5.83, 3.67], [3.71, 6.72], [4.9, 6.73], [7.96, 7.85], [12.8, 2.43]]
epoch: 49
loss: 0.9999999927703261
dilation rates: [[1.38, 1.52], [1.42, 1.4], [1.02, 1.58], [1.55, 1.39], [2.67, 2.69], [4.95, 3.79], [9.81, 2.28], [5.83, 3.69], [3.67, 6.76], [4.87, 6.72], [7.96, 7.84], [12.81, 2.44]]
IOU: [96.09, 71.56, 86.71, 29.43, 37.47, 47.46, 36.5, 57.37, 89.0, 49.72, 92.12, 65.76, 31.96, 89.38, 15.52, 41.17, 7.11, 8.49, 58.63]
mIOU: 53.23, mIOU_reduced: 59.23, accuracy: 92.6
epoch: 50
loss: 0.9999999929309855
dilation rates: [[1.16, 1.46], [1.4, 1.39], [1.04, 1.53], [1.52, 1.52], [2.66, 2.79], [5.43, 3.74], [9.81, 2.26], [5.81, 3.69], [3.69, 6.69], [4.85, 6.69], [8.22, 7.86], [12.84, 2.48]]
epoch: 51
loss: 0.9999999914850507
dilation rates: [[1.38, 1.4], [1.37, 1.47], [1.1, 1.5], [1.59, 1.47], [2.65, 2.77], [5.42, 3.81], [9.9, 2.26], [5.84, 3.71], [3.7, 6.77], [4.89, 6.77], [8.47, 7.92], [12.9, 2.42]]
epoch: 52
loss: 0.9999999921276884
dilation rates: [[1.3, 1.48], [1.38, 1.37], [1.15, 1.52], [1.53, 1.4], [2.65, 2.69], [5.51, 3.71], [9.97, 2.25], [5.84, 3.76], [3.65, 6.79], [4.9, 6.79], [8.62, 7.9], [12.9, 2.41]]
epoch: 53
loss: 0.9999999906817536
dilation rates: [[1.3, 1.49], [1.5, 1.34], [0.98, 1.55], [1.45, 1.46], [2.66, 2.73], [5.46, 3.77], [9.87, 2.24], [5.83, 3.7], [3.72, 6.81], [4.86, 6.82], [8.69, 7.88], [12.96, 2.43]]
epoch: 54
loss: 0.9999999926096667
dilation rates: [[1.41, 1.51], [1.47, 1.42], [1.07, 1.56], [1.55, 1.41], [2.64, 2.69], [5.53, 3.78], [10.06, 2.27], [5.75, 3.74], [3.66, 6.83], [4.94, 6.86], [8.76, 7.89], [12.94, 2.41]]
epoch: 55
loss: 0.9999999903604349
dilation rates: [[1.25, 1.37], [1.37, 1.33], [0.97, 1.5], [1.46, 1.45], [2.59, 2.7], [5.58, 3.76], [10.38, 2.23], [5.78, 3.73], [3.58, 6.84], [4.9, 6.8], [8.8, 7.78], [12.94, 2.38]]
epoch: 56
loss: 0.9999999921276884
dilation rates: [[1.36, 1.41], [1.53, 1.35], [1.04, 1.47], [1.55, 1.51], [2.66, 2.68], [5.57, 3.9], [10.5, 2.2], [5.77, 3.77], [3.65, 6.86], [4.92, 6.83], [8.84, 7.85], [12.93, 2.39]]
epoch: 57
loss: 0.999999990039116
dilation rates: [[1.32, 1.58], [1.59, 1.32], [1.04, 1.62], [1.5, 1.41], [2.72, 2.74], [5.54, 3.87], [10.55, 2.25], [5.76, 3.72], [3.71, 6.83], [4.91, 6.8], [8.8, 7.84], [12.91, 2.46]]
epoch: 58
loss: 0.9999999932523044
dilation rates: [[1.3, 1.4], [1.39, 1.27], [1.0, 1.41], [1.49, 1.49], [2.7, 2.68], [5.59, 3.86], [10.59, 2.22], [5.82, 3.79], [3.71, 6.81], [4.9, 6.82], [8.85, 7.9], [12.94, 2.44]]
epoch: 59
loss: 0.9999999937342826
dilation rates: [[1.43, 1.55], [1.56, 1.39], [1.06, 1.51], [1.56, 1.43], [2.79, 2.74], [5.62, 3.77], [10.67, 2.28], [5.83, 3.77], [3.69, 6.79], [4.89, 6.82], [8.83, 7.95], [12.9, 2.36]]
epoch: 60
loss: 0.9999999908424131
dilation rates: [[1.33, 1.53], [1.4, 1.34], [1.04, 1.49], [1.52, 1.43], [2.63, 2.7], [5.69, 3.79], [10.76, 2.16], [5.85, 3.78], [3.66, 6.83], [4.89, 6.84], [8.94, 7.94], [12.92, 2.39]]
epoch: 61
loss: 0.9999999926096667
dilation rates: [[1.28, 1.44], [1.48, 1.4], [0.98, 1.55], [1.58, 1.32], [2.67, 2.72], [5.54, 3.79], [10.7, 2.18], [5.75, 3.74], [3.69, 6.82], [4.88, 6.83], [8.93, 7.92], [12.98, 2.33]]
epoch: 62
loss: 0.9999999908424131
dilation rates: [[1.36, 1.56], [1.43, 1.44], [0.94, 1.5], [1.43, 1.4], [2.62, 2.76], [5.61, 3.84], [10.75, 2.13], [5.79, 3.81], [3.67, 6.87], [4.89, 6.84], [8.94, 7.89], [12.94, 2.39]]
epoch: 63
loss: 0.9999999914850507
dilation rates: [[1.37, 1.4], [1.45, 1.42], [1.0, 1.51], [1.56, 1.38], [2.69, 2.7], [5.59, 3.74], [10.64, 2.17], [5.77, 3.77], [3.63, 6.87], [4.85, 6.82], [8.89, 7.9], [12.95, 2.44]]
epoch: 64
loss: 0.9999999921276884
dilation rates: [[1.32, 1.53], [1.54, 1.41], [0.99, 1.54], [1.54, 1.48], [2.66, 2.62], [5.58, 3.8], [10.63, 2.19], [5.85, 3.78], [3.67, 6.94], [4.87, 6.83], [8.89, 7.86], [12.94, 2.47]]
epoch: 65
loss: 0.999999991163732
dilation rates: [[1.25, 1.44], [1.38, 1.38], [0.98, 1.47], [1.41, 1.49], [2.61, 2.69], [5.62, 3.79], [10.68, 2.27], [5.81, 3.76], [3.67, 6.92], [4.9, 6.81], [8.91, 7.83], [12.87, 2.41]]
epoch: 66
loss: 0.9999999921276884
dilation rates: [[1.4, 1.43], [1.53, 1.42], [1.04, 1.58], [1.48, 1.41], [2.68, 2.61], [5.65, 3.83], [10.75, 2.27], [5.7, 3.71], [3.69, 6.89], [4.88, 6.8], [8.88, 7.86], [12.91, 2.4]]
epoch: 67
loss: 0.9999999901997754
dilation rates: [[1.35, 1.34], [1.44, 1.34], [1.01, 1.56], [1.47, 1.39], [2.61, 2.64], [5.66, 3.82], [10.76, 2.21], [5.7, 3.69], [3.63, 6.94], [4.88, 6.82], [8.92, 7.92], [12.97, 2.4]]
epoch: 68
loss: 0.9999999905210942
dilation rates: [[1.42, 1.49], [1.34, 1.42], [0.96, 1.45], [1.42, 1.38], [2.63, 2.67], [5.53, 3.79], [10.79, 2.14], [5.79, 3.66], [3.62, 6.91], [4.85, 6.83], [8.87, 7.92], [12.88, 2.42]]
epoch: 69
loss: 0.9999999916457102
dilation rates: [[1.55, 1.51], [1.53, 1.34], [1.17, 1.55], [1.48, 1.52], [2.64, 2.73], [5.62, 3.86], [10.72, 2.25], [5.83, 3.64], [3.63, 6.87], [4.89, 6.87], [8.87, 7.86], [13.17, 2.42]]
epoch: 70
loss: 0.9999999910030725
dilation rates: [[1.28, 1.51], [1.47, 1.4], [1.03, 1.64], [1.54, 1.45], [2.75, 2.78], [5.75, 3.88], [10.74, 2.19], [5.79, 3.72], [3.58, 6.91], [4.9, 6.96], [8.91, 7.94], [13.49, 2.38]]
epoch: 71
loss: 0.9999999921276884
dilation rates: [[1.35, 1.45], [1.49, 1.38], [1.04, 1.54], [1.58, 1.39], [2.66, 2.6], [5.64, 3.83], [10.79, 2.21], [5.76, 3.7], [3.62, 6.84], [4.79, 6.85], [8.92, 7.86], [13.59, 2.35]]
epoch: 72
loss: 0.9999999906817536
dilation rates: [[1.32, 1.4], [1.37, 1.31], [0.99, 1.52], [1.53, 1.44], [2.69, 2.73], [5.63, 3.77], [10.8, 2.26], [5.7, 3.64], [3.66, 6.85], [4.77, 6.81], [8.91, 7.86], [13.65, 2.44]]
epoch: 73
loss: 0.9999999910030725
dilation rates: [[1.38, 1.45], [1.37, 1.41], [1.07, 1.51], [1.49, 1.44], [2.7, 2.69], [5.68, 3.82], [10.74, 2.13], [5.7, 3.66], [3.62, 6.91], [4.79, 6.84], [8.92, 7.86], [13.7, 2.38]]
epoch: 74
loss: 0.9999999910030725
dilation rates: [[1.33, 1.57], [1.42, 1.4], [1.0, 1.54], [1.45, 1.46], [2.65, 2.74], [5.69, 3.83], [10.77, 2.24], [5.74, 3.7], [3.69, 6.91], [4.84, 6.88], [8.97, 7.89], [13.78, 2.4]]
IOU: [96.89, 76.05, 88.85, 31.01, 46.55, 53.98, 47.99, 63.93, 90.58, 53.52, 93.15, 70.94, 42.97, 91.71, 49.58, 70.13, 50.13, 25.61, 62.71]
mIOU: 63.49, mIOU_reduced: 64.78, accuracy: 93.92
epoch: 75
loss: 0.9999999922883478
dilation rates: [[1.46, 1.47], [1.47, 1.33], [1.07, 1.57], [1.49, 1.45], [2.64, 2.75], [5.67, 3.88], [10.72, 2.23], [5.81, 3.69], [3.65, 6.9], [4.88, 6.92], [9.22, 7.97], [13.79, 2.4]]
epoch: 76
loss: 0.9999999913243913
dilation rates: [[1.4, 1.53], [1.42, 1.38], [1.01, 1.57], [1.47, 1.35], [2.57, 2.67], [5.69, 3.77], [10.7, 2.22], [5.75, 3.7], [3.62, 6.87], [4.94, 6.9], [9.42, 8.12], [13.84, 2.45]]
epoch: 77
loss: 0.9999999932523044
dilation rates: [[1.44, 1.47], [1.47, 1.42], [1.0, 1.4], [1.5, 1.41], [2.62, 2.84], [5.74, 3.86], [10.76, 2.24], [5.71, 3.7], [3.64, 6.84], [4.91, 6.91], [9.51, 8.3], [13.81, 2.41]]
epoch: 78
loss: 0.9999999893964783
dilation rates: [[1.41, 1.54], [1.45, 1.39], [1.04, 1.53], [1.54, 1.52], [2.66, 2.63], [5.65, 3.75], [10.79, 2.26], [5.77, 3.71], [3.61, 6.88], [4.85, 7.06], [9.64, 8.38], [13.92, 2.41]]
epoch: 79
loss: 0.9999999926096667
dilation rates: [[1.33, 1.47], [1.46, 1.49], [1.09, 1.68], [1.54, 1.4], [2.65, 2.75], [5.7, 3.83], [10.85, 2.23], [5.8, 3.71], [3.67, 6.85], [4.94, 7.24], [9.6, 8.44], [13.82, 2.46]]
epoch: 80
loss: 0.999999991163732
dilation rates: [[1.39, 1.57], [1.47, 1.36], [1.03, 1.62], [1.51, 1.47], [2.68, 2.67], [5.72, 3.83], [10.94, 2.25], [5.78, 3.7], [3.7, 6.9], [4.92, 7.4], [9.68, 8.5], [13.82, 2.48]]
epoch: 81
loss: 0.9999999918063696
dilation rates: [[1.39, 1.56], [1.43, 1.46], [1.04, 1.53], [1.62, 1.32], [2.66, 2.73], [5.73, 3.9], [10.85, 2.19], [5.77, 3.67], [3.63, 6.83], [4.86, 7.46], [9.72, 8.5], [13.83, 2.4]]
epoch: 82
loss: 0.9999999908424131
dilation rates: [[1.49, 1.5], [1.47, 1.5], [1.06, 1.51], [1.43, 1.36], [2.6, 2.75], [5.71, 3.83], [10.85, 2.26], [5.73, 3.67], [3.64, 6.87], [4.91, 7.46], [9.66, 8.52], [13.9, 2.34]]
epoch: 83
loss: 0.9999999913243913
dilation rates: [[1.38, 1.55], [1.49, 1.25], [1.03, 1.58], [1.43, 1.38], [2.67, 2.78], [5.72, 3.91], [10.84, 2.28], [5.78, 3.72], [3.66, 6.86], [4.94, 7.51], [9.74, 8.58], [13.89, 2.39]]
epoch: 84
loss: 0.9999999916457102
dilation rates: [[1.41, 1.42], [1.41, 1.37], [0.96, 1.44], [1.58, 1.34], [2.66, 2.78], [5.68, 3.89], [10.81, 2.23], [5.76, 3.72], [3.62, 6.89], [4.93, 7.58], [9.69, 8.58], [13.88, 2.31]]
epoch: 85
loss: 0.9999999922883478
dilation rates: [[1.37, 1.37], [1.38, 1.32], [0.94, 1.53], [1.51, 1.45], [2.66, 2.66], [5.71, 3.89], [10.91, 2.23], [5.84, 3.67], [3.66, 6.82], [4.9, 7.57], [9.74, 8.57], [13.91, 2.43]]
epoch: 86
loss: 0.9999999927703261
dilation rates: [[1.39, 1.36], [1.56, 1.36], [0.99, 1.56], [1.47, 1.41], [2.65, 2.74], [5.67, 3.84], [10.84, 2.17], [5.87, 3.68], [3.55, 6.88], [4.91, 7.57], [9.69, 8.56], [13.9, 2.46]]
epoch: 87
loss: 0.9999999930916449
dilation rates: [[1.34, 1.31], [1.53, 1.38], [1.04, 1.54], [1.45, 1.38], [2.57, 2.69], [5.59, 3.81], [10.8, 2.27], [5.78, 3.67], [3.63, 6.86], [4.84, 7.52], [9.68, 8.56], [13.8, 2.33]]
epoch: 88
loss: 0.9999999918063696
dilation rates: [[1.37, 1.44], [1.5, 1.41], [0.99, 1.67], [1.4, 1.43], [2.68, 2.7], [5.61, 3.8], [10.88, 2.18], [5.78, 3.69], [3.64, 6.92], [4.89, 7.55], [9.68, 8.54], [13.84, 2.39]]
epoch: 89
loss: 0.9999999908424131
dilation rates: [[1.39, 1.5], [1.35, 1.46], [1.05, 1.63], [1.53, 1.47], [2.68, 2.75], [5.67, 3.81], [10.83, 2.27], [5.73, 3.69], [3.66, 6.88], [4.89, 7.59], [9.73, 8.59], [13.92, 2.36]]
epoch: 90
loss: 0.9999999910030725
dilation rates: [[1.38, 1.55], [1.46, 1.44], [1.02, 1.6], [1.44, 1.54], [2.58, 2.63], [5.68, 3.8], [10.91, 2.19], [5.84, 3.72], [3.65, 7.01], [4.97, 7.62], [9.77, 8.66], [13.94, 2.35]]
epoch: 91
loss: 0.9999999881112029
dilation rates: [[1.45, 1.43], [1.54, 1.4], [1.01, 1.47], [1.47, 1.37], [2.68, 2.63], [5.71, 3.87], [10.89, 2.21], [5.84, 3.67], [3.71, 7.26], [4.92, 7.57], [9.8, 8.6], [13.92, 2.39]]
epoch: 92
loss: 0.9999999897177971
dilation rates: [[1.39, 1.51], [1.58, 1.4], [1.09, 1.51], [1.36, 1.34], [2.58, 2.75], [5.69, 3.78], [10.92, 2.22], [5.76, 3.58], [3.66, 7.39], [4.9, 7.59], [9.83, 8.67], [13.95, 2.43]]
epoch: 93
loss: 0.9999999892358189
dilation rates: [[1.45, 1.56], [1.49, 1.46], [0.99, 1.52], [1.52, 1.47], [2.58, 2.73], [5.68, 3.84], [10.94, 2.22], [5.81, 3.67], [3.68, 7.48], [4.92, 7.65], [9.81, 8.68], [14.31, 2.36]]
epoch: 94
loss: 0.999999991967029
dilation rates: [[1.34, 1.43], [1.35, 1.42], [1.11, 1.5], [1.42, 1.28], [2.64, 2.63], [5.69, 3.8], [10.84, 2.18], [5.7, 3.69], [3.63, 7.44], [4.84, 7.56], [9.83, 8.65], [14.53, 2.35]]
epoch: 95
loss: 0.9999999927703261
dilation rates: [[1.43, 1.48], [1.41, 1.53], [1.11, 1.56], [1.47, 1.46], [2.61, 2.77], [5.7, 3.9], [10.81, 2.22], [5.76, 3.69], [3.63, 7.5], [4.86, 7.59], [9.86, 8.66], [14.65, 2.4]]
epoch: 96
loss: 0.9999999910030725
dilation rates: [[1.45, 1.52], [1.59, 1.45], [1.04, 1.51], [1.54, 1.39], [2.65, 2.68], [5.7, 3.92], [10.91, 2.2], [5.76, 3.65], [3.73, 7.49], [4.88, 7.59], [9.82, 8.64], [14.63, 2.44]]
epoch: 97
loss: 0.9999999926096667
dilation rates: [[1.3, 1.48], [1.53, 1.42], [1.08, 1.54], [1.43, 1.4], [2.65, 2.66], [5.68, 3.83], [10.82, 2.21], [5.74, 3.62], [3.61, 7.53], [4.87, 7.58], [9.77, 8.65], [14.61, 2.4]]
epoch: 98
loss: 0.999999991967029
dilation rates: [[1.33, 1.41], [1.51, 1.39], [1.01, 1.54], [1.51, 1.39], [2.73, 2.83], [5.87, 3.96], [10.8, 2.25], [5.85, 3.67], [3.68, 7.57], [4.91, 7.6], [9.8, 8.69], [14.65, 2.38]]
epoch: 99
loss: 0.9999999929309855
dilation rates: [[1.41, 1.64], [1.46, 1.46], [1.1, 1.62], [1.62, 1.43], [2.64, 2.8], [5.78, 3.86], [10.87, 2.28], [5.78, 3.68], [3.72, 7.62], [4.92, 7.62], [9.78, 8.62], [14.7, 2.42]]
IOU: [96.92, 77.51, 88.23, 31.54, 43.17, 53.16, 50.64, 60.0, 90.34, 55.69, 93.24, 68.85, 44.18, 91.04, 53.99, 58.45, 40.27, 31.76, 63.56]
mIOU: 62.77, mIOU_reduced: 64.99, accuracy: 93.82
epoch: 100
loss: 0.9999999921276884
dilation rates: [[1.33, 1.54], [1.44, 1.36], [1.0, 1.64], [1.52, 1.46], [2.63, 2.7], [5.71, 3.93], [10.89, 2.25], [5.83, 3.63], [3.68, 7.64], [4.86, 7.69], [9.89, 8.68], [14.73, 2.38]]
epoch: 101
loss: 0.9999999922883478
dilation rates: [[1.32, 1.56], [1.53, 1.42], [0.99, 1.5], [1.46, 1.3], [2.6, 2.73], [5.66, 3.86], [10.84, 2.28], [5.84, 3.7], [3.66, 7.64], [4.95, 7.72], [9.86, 8.68], [14.77, 2.48]]
epoch: 102
loss: 0.999999991163732
dilation rates: [[1.34, 1.42], [1.48, 1.5], [0.98, 1.59], [1.51, 1.42], [2.7, 2.77], [5.76, 3.86], [10.82, 2.21], [5.74, 3.64], [3.64, 7.65], [4.92, 7.66], [9.85, 8.68], [14.79, 2.27]]
epoch: 103
loss: 0.9999999930916449
dilation rates: [[1.39, 1.54], [1.53, 1.46], [1.14, 1.65], [1.53, 1.45], [2.71, 2.78], [5.75, 3.8], [10.82, 2.26], [5.72, 3.65], [3.61, 7.63], [4.92, 7.67], [9.84, 8.72], [14.77, 2.43]]
epoch: 104
loss: 0.9999999929309855
dilation rates: [[1.45, 1.53], [1.52, 1.47], [1.01, 1.57], [1.55, 1.49], [2.71, 2.76], [5.71, 3.87], [10.75, 2.2], [5.72, 3.7], [3.58, 7.62], [4.84, 7.6], [9.79, 8.65], [14.75, 2.44]]
epoch: 105
loss: 0.9999999908424131
dilation rates: [[1.31, 1.54], [1.42, 1.38], [0.98, 1.53], [1.45, 1.43], [2.61, 2.6], [5.64, 3.72], [10.81, 2.13], [5.82, 3.62], [3.63, 7.62], [4.88, 7.62], [9.81, 8.64], [14.74, 2.39]]
epoch: 106
loss: 0.999999991967029
dilation rates: [[1.35, 1.62], [1.46, 1.45], [0.95, 1.56], [1.63, 1.46], [2.72, 2.8], [5.71, 3.89], [10.86, 2.23], [5.84, 3.71], [3.6, 7.65], [4.89, 7.67], [9.85, 8.68], [14.75, 2.4]]
epoch: 107
loss: 0.9999999914850507
dilation rates: [[1.45, 1.51], [1.48, 1.52], [0.96, 1.6], [1.48, 1.44], [2.65, 2.72], [5.71, 4.0], [10.91, 2.23], [5.87, 3.64], [3.63, 7.72], [4.94, 7.68], [9.86, 8.7], [14.79, 2.39]]
epoch: 108
loss: 0.9999999929309855
dilation rates: [[1.39, 1.5], [1.42, 1.44], [1.0, 1.6], [1.57, 1.39], [2.57, 2.76], [5.69, 4.19], [10.88, 2.28], [5.76, 3.56], [3.61, 7.73], [4.81, 7.69], [9.88, 8.73], [14.81, 2.38]]
epoch: 109
loss: 0.9999999926096667
dilation rates: [[1.36, 1.59], [1.49, 1.42], [0.97, 1.65], [1.55, 1.36], [2.71, 2.72], [5.71, 4.41], [10.84, 2.28], [5.71, 3.57], [3.62, 7.7], [4.83, 7.68], [9.87, 8.76], [14.8, 2.45]]
epoch: 110
loss: 0.9999999906817536
dilation rates: [[1.22, 1.4], [1.35, 1.37], [1.03, 1.67], [1.59, 1.52], [2.66, 2.71], [5.79, 4.34], [10.76, 2.26], [5.68, 3.55], [3.63, 7.68], [4.84, 7.64], [9.86, 8.74], [14.8, 2.35]]
epoch: 111
loss: 0.999999990039116
dilation rates: [[1.37, 1.5], [1.39, 1.35], [1.07, 1.61], [1.61, 1.42], [2.59, 2.7], [5.77, 4.4], [10.9, 2.25], [5.74, 3.6], [3.64, 7.71], [4.94, 7.64], [9.89, 8.72], [14.77, 2.41]]
epoch: 112
loss: 0.9999999922883478
dilation rates: [[1.31, 1.69], [1.45, 1.39], [1.01, 1.57], [1.44, 1.49], [2.66, 2.72], [5.69, 4.46], [10.95, 2.32], [5.73, 3.52], [3.59, 7.7], [5.19, 7.73], [9.84, 8.76], [14.85, 2.44]]
epoch: 113
loss: 0.9999999901997754
dilation rates: [[1.37, 1.48], [1.53, 1.46], [1.05, 1.61], [1.49, 1.43], [2.72, 2.71], [5.77, 4.42], [10.9, 2.3], [5.72, 3.64], [3.62, 7.67], [5.21, 7.66], [9.85, 8.75], [14.81, 2.36]]
epoch: 114
loss: 0.9999999893964783
dilation rates: [[1.45, 1.46], [1.58, 1.51], [1.06, 1.53], [1.46, 1.52], [2.72, 2.73], [5.7, 4.44], [10.9, 2.36], [5.76, 3.66], [3.61, 7.68], [5.24, 7.66], [9.85, 8.68], [14.77, 2.47]]
epoch: 115
loss: 0.9999999910030725
dilation rates: [[1.48, 1.59], [1.6, 1.57], [1.02, 1.6], [1.66, 1.4], [2.67, 2.88], [5.77, 4.48], [10.88, 2.27], [5.74, 3.65], [3.64, 7.66], [5.27, 7.68], [9.88, 8.75], [14.86, 2.41]]
epoch: 116
loss: 0.9999999914850507
dilation rates: [[1.32, 1.32], [1.5, 1.45], [1.0, 1.59], [1.34, 1.38], [2.59, 2.68], [5.67, 4.43], [10.86, 2.22], [5.7, 3.58], [3.59, 7.62], [5.34, 7.69], [9.83, 8.73], [14.88, 2.39]]
epoch: 117
loss: 0.9999999924490073
dilation rates: [[1.59, 1.57], [1.68, 1.49], [1.12, 1.75], [1.5, 1.5], [2.72, 2.73], [5.63, 4.38], [10.88, 2.22], [5.77, 3.68], [3.68, 7.64], [5.41, 7.74], [9.96, 8.73], [14.82, 2.48]]
epoch: 118
loss: 0.9999999905210942
dilation rates: [[1.21, 1.44], [1.55, 1.38], [1.16, 1.66], [1.5, 1.57], [2.8, 2.85], [5.82, 4.46], [10.92, 2.31], [5.75, 3.82], [3.77, 7.74], [5.56, 7.79], [9.98, 8.84], [14.81, 2.44]]
epoch: 119
loss: 0.9999999914850507
dilation rates: [[1.32, 1.54], [1.54, 1.38], [1.01, 1.68], [1.63, 1.37], [2.69, 2.71], [5.73, 4.47], [11.22, 2.3], [5.74, 3.63], [3.68, 7.72], [5.49, 7.68], [9.91, 8.78], [14.77, 2.45]]
epoch: 120
loss: 0.999999991163732
dilation rates: [[1.43, 1.52], [1.47, 1.44], [0.99, 1.74], [1.52, 1.47], [2.7, 2.84], [5.73, 4.53], [11.5, 2.32], [5.85, 3.63], [3.66, 7.74], [5.53, 7.77], [9.94, 8.81], [14.75, 2.46]]
epoch: 121
loss: 0.9999999927703261
dilation rates: [[1.42, 1.49], [1.56, 1.47], [1.0, 1.55], [1.55, 1.41], [2.7, 2.8], [5.64, 4.52], [11.66, 2.21], [5.79, 3.68], [3.6, 7.72], [5.45, 7.72], [9.91, 8.68], [14.75, 2.39]]
epoch: 122
loss: 0.999999991967029
dilation rates: [[1.41, 1.51], [1.52, 1.44], [1.05, 1.66], [1.49, 1.36], [2.69, 2.73], [5.69, 4.5], [11.59, 2.23], [5.75, 3.56], [3.59, 7.71], [5.44, 7.77], [9.9, 8.76], [14.81, 2.43]]
epoch: 123
loss: 0.9999999908424131
dilation rates: [[1.31, 1.53], [1.43, 1.36], [0.98, 1.59], [1.41, 1.37], [2.64, 2.71], [5.75, 4.6], [11.68, 2.22], [5.74, 3.61], [3.61, 7.71], [5.47, 7.69], [9.93, 8.71], [14.86, 2.38]]
epoch: 124
loss: 0.9999999916457102
dilation rates: [[1.52, 1.66], [1.57, 1.45], [1.06, 1.6], [1.54, 1.45], [2.72, 2.8], [5.72, 4.49], [11.69, 2.29], [5.73, 3.66], [3.65, 7.72], [5.48, 7.72], [9.96, 8.76], [14.91, 2.4]]
IOU: [96.76, 77.01, 88.61, 34.89, 47.02, 52.3, 51.08, 66.48, 89.15, 51.36, 91.99, 72.56, 45.44, 90.99, 60.67, 63.43, 53.5, 33.42, 63.88]
mIOU: 64.76, mIOU_reduced: 65.81, accuracy: 93.81
epoch: 125
loss: 0.9999999921276884
dilation rates: [[1.42, 1.62], [1.47, 1.45], [1.1, 1.66], [1.58, 1.42], [2.7, 2.91], [5.73, 4.59], [11.65, 2.25], [5.77, 3.7], [3.7, 7.74], [5.54, 7.75], [9.96, 8.78], [14.79, 2.51]]
epoch: 126
loss: 0.9999999897177971
dilation rates: [[1.53, 1.6], [1.54, 1.54], [1.02, 1.69], [1.66, 1.49], [2.7, 2.89], [5.78, 4.56], [11.71, 2.44], [5.78, 3.86], [3.8, 7.79], [5.53, 7.74], [10.23, 8.85], [14.86, 2.46]]
epoch: 127
loss: 0.9999999922883478
dilation rates: [[1.37, 1.51], [1.34, 1.42], [1.02, 1.65], [1.58, 1.41], [2.67, 2.69], [5.68, 4.56], [11.75, 2.27], [5.8, 3.65], [3.66, 7.77], [5.45, 7.74], [10.36, 8.77], [14.86, 2.31]]
epoch: 128
loss: 0.9999999926096667
dilation rates: [[1.52, 1.62], [1.47, 1.38], [1.12, 1.53], [1.53, 1.5], [2.68, 2.89], [5.75, 4.55], [11.72, 2.29], [5.78, 3.63], [3.67, 7.74], [5.48, 7.76], [10.44, 8.76], [14.91, 2.38]]
epoch: 129
loss: 0.9999999914850507
dilation rates: [[1.39, 1.46], [1.52, 1.42], [0.97, 1.37], [1.39, 1.37], [2.63, 2.72], [5.68, 4.47], [11.72, 2.22], [5.73, 3.59], [3.64, 7.71], [5.46, 7.78], [10.56, 8.72], [14.85, 2.39]]
epoch: 130
loss: 0.9999999898784565
dilation rates: [[1.38, 1.41], [1.45, 1.41], [1.05, 1.53], [1.48, 1.44], [2.61, 2.73], [5.75, 4.52], [11.68, 2.21], [5.71, 3.69], [3.67, 7.72], [5.5, 7.75], [10.57, 8.73], [14.8, 2.5]]
epoch: 131
loss: 0.9999999895571378
dilation rates: [[1.48, 1.53], [1.53, 1.38], [1.13, 1.52], [1.49, 1.34], [2.7, 2.77], [5.77, 4.59], [11.68, 2.21], [5.73, 3.59], [3.67, 7.74], [5.47, 7.75], [10.61, 8.78], [14.83, 2.39]]
epoch: 132
loss: 0.9999999922883478
dilation rates: [[1.3, 1.45], [1.53, 1.37], [1.06, 1.54], [1.52, 1.32], [2.73, 2.84], [5.72, 4.64], [11.73, 2.3], [5.79, 3.68], [3.72, 7.76], [5.45, 7.81], [10.67, 8.82], [14.79, 2.48]]
epoch: 133
loss: 0.9999999926096667
dilation rates: [[1.39, 1.56], [1.43, 1.32], [1.17, 1.62], [1.52, 1.41], [2.56, 2.71], [5.77, 4.52], [11.82, 2.22], [5.73, 3.67], [3.6, 7.78], [5.49, 7.78], [10.7, 8.82], [14.87, 2.42]]
epoch: 134
loss: 0.9999999924490073
dilation rates: [[1.47, 1.67], [1.48, 1.4], [1.0, 1.6], [1.56, 1.4], [2.66, 2.75], [5.76, 4.53], [11.73, 2.33], [5.71, 3.72], [3.56, 7.86], [5.46, 7.78], [10.72, 8.78], [14.82, 2.47]]
epoch: 135
loss: 0.999999991967029
dilation rates: [[1.49, 1.59], [1.51, 1.45], [1.02, 1.64], [1.42, 1.35], [2.68, 2.77], [5.82, 4.57], [11.66, 2.24], [5.73, 3.73], [3.68, 7.85], [5.53, 7.84], [10.71, 8.74], [14.81, 2.4]]
epoch: 136
loss: 0.9999999929309855
dilation rates: [[1.36, 1.49], [1.44, 1.29], [1.07, 1.55], [1.49, 1.46], [2.64, 2.82], [5.78, 4.55], [11.61, 2.2], [5.71, 3.61], [3.6, 7.81], [5.5, 7.77], [10.73, 8.71], [14.8, 2.4]]
epoch: 137
loss: 0.9999999916457102
dilation rates: [[1.41, 1.48], [1.52, 1.51], [0.98, 1.5], [1.47, 1.46], [2.76, 2.81], [5.9, 4.71], [11.66, 2.3], [5.66, 3.59], [3.66, 7.77], [5.52, 7.8], [10.68, 8.7], [14.82, 2.44]]
epoch: 138
loss: 0.9999999938949421
dilation rates: [[1.39, 1.52], [1.42, 1.45], [1.04, 1.51], [1.42, 1.44], [2.66, 2.77], [5.83, 4.57], [11.71, 2.21], [5.65, 3.61], [3.6, 7.71], [5.53, 7.77], [10.67, 8.67], [14.78, 2.38]]
epoch: 139
loss: 0.9999999905210942
dilation rates: [[1.38, 1.59], [1.48, 1.4], [1.06, 1.67], [1.38, 1.26], [2.66, 2.72], [5.7, 4.55], [11.69, 2.25], [5.74, 3.69], [3.65, 7.72], [5.53, 7.77], [10.68, 8.74], [14.83, 2.36]]
epoch: 140
loss: 0.9999999908424131
dilation rates: [[1.39, 1.62], [1.56, 1.36], [0.97, 1.67], [1.55, 1.53], [2.75, 2.87], [5.8, 4.62], [11.7, 2.36], [5.76, 3.69], [3.74, 7.76], [5.57, 7.72], [10.7, 8.75], [14.81, 2.52]]
epoch: 141
loss: 0.9999999926096667
dilation rates: [[1.29, 1.46], [1.51, 1.31], [0.99, 1.71], [1.59, 1.34], [2.65, 2.71], [5.72, 4.54], [11.7, 2.27], [5.7, 3.6], [3.62, 7.79], [5.53, 7.77], [10.63, 8.73], [14.8, 2.33]]
epoch: 142
loss: 0.9999999913243913
dilation rates: [[1.45, 1.56], [1.43, 1.23], [1.04, 1.53], [1.48, 1.48], [2.63, 2.65], [5.67, 4.48], [11.69, 2.24], [5.57, 3.62], [3.63, 7.74], [5.54, 7.69], [10.66, 8.65], [14.78, 2.41]]
epoch: 143
loss: 0.9999999926096667
dilation rates: [[1.51, 1.57], [1.49, 1.46], [0.94, 1.49], [1.44, 1.37], [2.56, 2.7], [5.69, 4.49], [11.64, 2.21], [5.68, 3.64], [3.61, 7.73], [5.51, 7.71], [10.7, 8.72], [14.8, 2.43]]
epoch: 144
loss: 0.9999999924490073
dilation rates: [[1.39, 1.59], [1.47, 1.47], [0.99, 1.67], [1.57, 1.49], [2.68, 2.78], [5.73, 4.52], [11.63, 2.29], [5.72, 3.59], [3.61, 7.74], [5.53, 7.74], [10.74, 8.75], [14.8, 2.4]]
epoch: 145
loss: 0.9999999908424131
dilation rates: [[1.32, 1.41], [1.48, 1.4], [0.99, 1.65], [1.52, 1.42], [2.66, 2.74], [5.78, 4.56], [11.64, 2.32], [5.75, 3.59], [3.58, 7.77], [5.47, 7.77], [10.75, 8.71], [14.8, 2.42]]
epoch: 146
loss: 0.9999999929309855
dilation rates: [[1.48, 1.45], [1.59, 1.43], [1.0, 1.65], [1.55, 1.37], [2.73, 2.84], [5.74, 4.55], [11.64, 2.33], [5.73, 3.71], [3.68, 7.71], [5.53, 7.73], [10.77, 8.76], [14.79, 2.45]]
epoch: 147
loss: 0.9999999930916449
dilation rates: [[1.54, 1.64], [1.48, 1.43], [1.1, 1.71], [1.47, 1.4], [2.71, 2.77], [5.66, 4.5], [11.65, 2.28], [5.72, 3.64], [3.74, 7.7], [5.52, 7.76], [10.81, 8.78], [14.85, 2.46]]
epoch: 148
loss: 0.999999991967029
dilation rates: [[1.45, 1.51], [1.43, 1.43], [1.04, 1.54], [1.4, 1.35], [2.7, 2.69], [5.66, 4.53], [11.63, 2.25], [5.69, 3.6], [3.6, 7.7], [5.46, 7.76], [10.75, 8.75], [14.8, 2.42]]
epoch: 149
loss: 0.9999999921276884
dilation rates: [[1.43, 1.55], [1.48, 1.47], [1.11, 1.78], [1.5, 1.49], [2.64, 2.71], [5.73, 4.56], [11.66, 2.26], [5.67, 3.65], [3.6, 7.68], [5.56, 7.78], [10.8, 8.77], [14.85, 2.45]]
IOU: [97.1, 77.8, 89.12, 33.98, 46.05, 53.78, 55.64, 67.44, 90.55, 60.15, 92.09, 68.4, 41.79, 91.61, 48.6, 64.0, 59.77, 26.04, 65.95]
mIOU: 64.73, mIOU_reduced: 66.09, accuracy: 94.15
epoch: 150
loss: 0.999999991163732
dilation rates: [[1.3, 1.38], [1.51, 1.28], [1.07, 1.63], [1.59, 1.39], [2.75, 2.68], [5.83, 4.59], [11.63, 2.25], [5.75, 3.71], [3.72, 7.7], [5.5, 7.81], [10.81, 8.73], [14.84, 2.41]]
epoch: 151
loss: 0.9999999922883478
dilation rates: [[1.37, 1.57], [1.55, 1.4], [1.07, 1.68], [1.5, 1.41], [2.71, 2.79], [5.77, 4.68], [11.67, 2.3], [5.76, 3.66], [3.72, 7.75], [5.6, 7.81], [10.8, 8.8], [14.85, 2.44]]
epoch: 152
loss: 0.9999999937342826
dilation rates: [[1.58, 1.42], [1.5, 1.28], [1.01, 1.74], [1.61, 1.42], [2.65, 2.82], [5.85, 4.56], [11.81, 2.32], [5.73, 3.67], [3.76, 7.75], [5.51, 7.79], [10.76, 8.79], [14.87, 2.43]]
epoch: 153
loss: 0.9999999922883478
dilation rates: [[1.37, 1.38], [1.49, 1.29], [1.04, 1.49], [1.39, 1.33], [2.6, 2.65], [5.74, 4.6], [11.78, 2.2], [5.62, 3.65], [3.72, 7.69], [5.45, 7.72], [10.7, 8.7], [14.8, 2.41]]
epoch: 154
loss: 0.9999999914850507
dilation rates: [[1.28, 1.57], [1.52, 1.32], [0.98, 1.75], [1.52, 1.41], [2.65, 2.78], [5.75, 4.63], [11.84, 2.29], [5.73, 3.64], [3.67, 7.76], [5.5, 7.72], [10.86, 8.76], [14.9, 2.39]]
epoch: 155
loss: 0.9999999924490073
dilation rates: [[1.49, 1.47], [1.49, 1.36], [0.97, 1.54], [1.52, 1.32], [2.67, 2.68], [5.69, 4.6], [11.81, 2.24], [5.62, 3.58], [3.62, 7.75], [5.47, 7.69], [10.78, 8.75], [14.85, 2.4]]
epoch: 156
loss: 0.9999999934129638
dilation rates: [[1.41, 1.47], [1.52, 1.41], [1.03, 1.68], [1.45, 1.38], [2.57, 2.76], [5.73, 4.57], [11.84, 2.3], [5.67, 3.58], [3.66, 7.71], [5.47, 7.66], [10.71, 8.64], [14.81, 2.4]]
epoch: 157
loss: 0.9999999927703261
dilation rates: [[1.5, 1.58], [1.52, 1.44], [1.1, 1.76], [1.54, 1.37], [2.76, 2.8], [5.8, 4.66], [11.79, 2.25], [5.69, 3.63], [3.58, 7.8], [5.63, 7.76], [10.74, 8.69], [14.9, 2.45]]
epoch: 158
loss: 0.9999999935736232
dilation rates: [[1.37, 1.54], [1.51, 1.44], [1.01, 1.62], [1.44, 1.33], [2.68, 2.79], [5.76, 4.66], [11.75, 2.27], [5.7, 3.67], [3.66, 7.76], [5.55, 7.74], [10.8, 8.73], [14.91, 2.45]]
epoch: 159
loss: 0.9999999903604349
dilation rates: [[1.36, 1.59], [1.54, 1.38], [1.01, 1.63], [1.52, 1.45], [2.62, 2.77], [5.63, 4.65], [11.75, 2.25], [5.72, 3.64], [3.63, 7.86], [5.53, 7.74], [10.77, 8.74], [14.88, 2.35]]
epoch: 160
loss: 0.9999999916457102
dilation rates: [[1.26, 1.56], [1.42, 1.41], [0.98, 1.61], [1.5, 1.39], [2.65, 2.72], [5.74, 4.62], [11.84, 2.3], [5.62, 3.69], [3.64, 7.89], [5.54, 7.72], [10.76, 8.72], [14.85, 2.43]]
epoch: 161
loss: 0.9999999922883478
dilation rates: [[1.34, 1.49], [1.54, 1.39], [1.06, 1.62], [1.38, 1.42], [2.48, 2.8], [5.74, 4.64], [11.68, 2.28], [5.71, 3.63], [3.62, 7.87], [5.58, 7.78], [10.73, 8.73], [14.85, 2.43]]
epoch: 162
loss: 0.9999999916457102
dilation rates: [[1.46, 1.54], [1.48, 1.39], [0.92, 1.74], [1.4, 1.52], [2.64, 2.76], [5.71, 4.73], [11.79, 2.25], [5.72, 3.59], [3.66, 7.79], [5.48, 7.77], [10.74, 8.74], [14.83, 2.44]]
epoch: 163
loss: 0.9999999916457102
dilation rates: [[1.45, 1.38], [1.48, 1.35], [1.02, 1.63], [1.49, 1.38], [2.64, 2.73], [5.7, 4.62], [11.68, 2.27], [5.73, 3.6], [3.69, 7.77], [5.5, 7.71], [10.74, 8.7], [14.78, 2.41]]
epoch: 164
loss: 0.999999990039116
dilation rates: [[1.43, 1.59], [1.61, 1.4], [1.08, 1.75], [1.51, 1.44], [2.71, 2.8], [5.75, 4.58], [11.78, 2.25], [5.76, 3.54], [3.7, 7.77], [5.56, 7.73], [10.74, 8.68], [14.87, 2.42]]
epoch: 165
loss: 0.9999999913243913
dilation rates: [[1.49, 1.32], [1.61, 1.3], [1.03, 1.58], [1.36, 1.4], [2.61, 2.72], [5.74, 4.63], [11.71, 2.23], [5.7, 3.73], [3.66, 7.79], [5.51, 7.73], [10.73, 8.71], [14.85, 2.44]]
epoch: 166
loss: 0.9999999895571378
dilation rates: [[1.49, 1.7], [1.5, 1.37], [0.97, 1.7], [1.38, 1.44], [2.64, 2.78], [5.79, 4.63], [11.64, 2.35], [5.68, 3.62], [3.64, 7.79], [5.53, 7.71], [10.72, 8.74], [14.79, 2.44]]
epoch: 167
loss: 0.9999999910030725
dilation rates: [[1.48, 1.44], [1.54, 1.34], [1.04, 1.7], [1.47, 1.38], [2.65, 2.67], [5.78, 4.7], [11.68, 2.28], [5.78, 3.58], [3.66, 7.76], [5.56, 7.68], [10.76, 8.74], [14.77, 2.42]]
epoch: 168
loss: 0.9999999930916449
dilation rates: [[1.53, 1.5], [1.63, 1.41], [1.01, 1.7], [1.51, 1.41], [2.69, 2.7], [5.75, 4.71], [11.66, 2.3], [5.72, 3.59], [3.61, 7.71], [5.53, 7.69], [10.74, 8.74], [14.81, 2.45]]
epoch: 169
loss: 0.9999999924490073
dilation rates: [[1.43, 1.57], [1.57, 1.36], [1.01, 1.74], [1.49, 1.49], [2.83, 2.84], [5.84, 4.74], [11.82, 2.23], [5.75, 3.63], [3.69, 7.81], [5.59, 7.81], [10.82, 8.77], [14.87, 2.42]]
epoch: 170
loss: 0.9999999914850507
dilation rates: [[1.5, 1.47], [1.55, 1.4], [1.09, 1.76], [1.54, 1.42], [2.7, 2.73], [5.78, 4.68], [11.82, 2.34], [5.75, 3.69], [3.69, 7.83], [5.59, 7.9], [10.84, 8.8], [14.86, 2.5]]
epoch: 171
loss: 0.9999999922883478
dilation rates: [[1.58, 1.4], [1.43, 1.3], [1.08, 1.64], [1.41, 1.36], [2.68, 2.71], [5.81, 4.54], [11.77, 2.21], [5.71, 3.7], [3.58, 7.79], [5.57, 7.76], [10.74, 8.73], [14.82, 2.4]]
epoch: 172
loss: 0.9999999918063696
dilation rates: [[1.51, 1.59], [1.62, 1.55], [1.12, 1.67], [1.5, 1.34], [2.65, 2.72], [5.75, 4.62], [11.63, 2.27], [5.7, 3.62], [3.61, 7.8], [5.54, 7.73], [10.73, 8.7], [14.78, 2.47]]
epoch: 173
loss: 0.9999999913243913
dilation rates: [[1.64, 1.48], [1.48, 1.4], [0.97, 1.6], [1.58, 1.44], [2.66, 2.8], [5.8, 4.63], [11.68, 2.35], [5.61, 3.66], [3.58, 7.81], [5.53, 7.74], [10.7, 8.72], [14.75, 2.51]]
epoch: 174
loss: 0.999999991163732
dilation rates: [[1.45, 1.64], [1.53, 1.29], [1.06, 1.61], [1.54, 1.4], [2.72, 2.87], [5.81, 4.62], [11.68, 2.32], [5.63, 3.61], [3.57, 7.73], [5.55, 7.74], [10.72, 8.72], [14.81, 2.36]]
IOU: [96.98, 76.56, 89.5, 40.35, 48.11, 52.9, 55.21, 68.06, 91.17, 58.51, 93.5, 72.53, 51.02, 92.47, 45.95, 63.21, 56.94, 31.97, 67.12]
mIOU: 65.9, mIOU_reduced: 67.87, accuracy: 94.35
epoch: 175
loss: 0.9999999935736232
dilation rates: [[1.51, 1.49], [1.6, 1.43], [0.99, 1.62], [1.47, 1.37], [2.62, 2.8], [5.72, 4.63], [11.84, 2.32], [5.71, 3.56], [3.66, 7.79], [5.5, 7.71], [10.74, 8.69], [14.89, 2.43]]
epoch: 176
loss: 0.9999999926096667
dilation rates: [[1.34, 1.46], [1.52, 1.25], [1.05, 1.67], [1.45, 1.43], [2.57, 2.67], [5.73, 4.66], [11.88, 2.24], [5.71, 3.6], [3.63, 7.8], [5.5, 7.75], [10.74, 8.69], [14.82, 2.36]]
epoch: 177
loss: 0.9999999922883478
dilation rates: [[1.52, 1.46], [1.51, 1.47], [0.95, 1.74], [1.4, 1.35], [2.63, 2.7], [5.76, 4.59], [11.8, 2.24], [5.7, 3.59], [3.65, 7.81], [5.55, 7.69], [10.68, 8.69], [14.8, 2.4]]
epoch: 178
loss: 0.9999999930916449
dilation rates: [[1.37, 1.52], [1.6, 1.45], [1.15, 1.61], [1.6, 1.46], [2.72, 2.76], [5.74, 4.6], [11.65, 2.18], [5.66, 3.56], [3.64, 7.77], [5.54, 7.63], [10.77, 8.7], [14.84, 2.4]]
epoch: 179
loss: 0.9999999918063696
dilation rates: [[1.41, 1.48], [1.52, 1.46], [1.06, 1.7], [1.52, 1.49], [2.71, 2.76], [5.78, 4.6], [11.71, 2.31], [5.63, 3.61], [3.67, 7.74], [5.56, 7.65], [10.81, 8.76], [14.8, 2.45]]
epoch: 180
loss: 0.9999999932523044
dilation rates: [[1.51, 1.66], [1.56, 1.45], [1.14, 1.69], [1.54, 1.43], [2.69, 2.79], [5.82, 4.63], [11.75, 2.33], [5.73, 3.63], [3.7, 7.8], [5.63, 7.76], [10.83, 8.83], [14.86, 2.44]]
epoch: 181
loss: 0.9999999916457102
dilation rates: [[1.44, 1.56], [1.43, 1.32], [1.0, 1.56], [1.48, 1.39], [2.62, 2.74], [5.65, 4.63], [11.78, 2.33], [5.69, 3.57], [3.65, 7.77], [5.6, 7.74], [10.76, 8.79], [14.82, 2.41]]
epoch: 182
loss: 0.999999990039116
dilation rates: [[1.44, 1.48], [1.47, 1.32], [1.02, 1.61], [1.37, 1.48], [2.61, 2.73], [5.83, 4.71], [11.74, 2.26], [5.69, 3.57], [3.65, 7.77], [5.55, 7.78], [10.79, 8.8], [14.83, 2.41]]
epoch: 183
loss: 0.9999999921276884
dilation rates: [[1.5, 1.5], [1.51, 1.4], [1.03, 1.55], [1.45, 1.27], [2.64, 2.7], [5.75, 4.62], [11.78, 2.26], [5.66, 3.6], [3.65, 7.83], [5.58, 7.77], [10.74, 8.75], [14.85, 2.41]]
epoch: 184
loss: 0.9999999937342826
dilation rates: [[1.68, 1.55], [1.52, 1.46], [1.09, 1.58], [1.59, 1.61], [2.57, 2.68], [5.76, 4.61], [11.68, 2.32], [5.69, 3.63], [3.65, 7.81], [5.52, 7.79], [10.74, 8.77], [14.94, 2.49]]
epoch: 185
loss: 0.9999999918063696
dilation rates: [[1.42, 1.43], [1.56, 1.5], [1.02, 1.65], [1.62, 1.49], [2.69, 2.71], [5.8, 4.6], [11.79, 2.31], [5.75, 3.61], [3.64, 7.74], [5.59, 7.82], [10.78, 8.72], [14.81, 2.42]]
epoch: 186
loss: 0.9999999922883478
dilation rates: [[1.38, 1.59], [1.53, 1.27], [1.08, 1.65], [1.48, 1.48], [2.8, 2.8], [5.82, 4.59], [11.77, 2.24], [5.64, 3.63], [3.63, 7.74], [5.56, 7.78], [10.8, 8.68], [14.84, 2.4]]
epoch: 187
loss: 0.9999999914850507
dilation rates: [[1.47, 1.49], [1.49, 1.34], [1.08, 1.46], [1.52, 1.39], [2.58, 2.69], [5.8, 4.64], [11.72, 2.24], [5.68, 3.68], [3.52, 7.85], [5.58, 7.77], [10.77, 8.69], [14.84, 2.46]]
epoch: 188
loss: 0.9999999916457102
dilation rates: [[1.48, 1.53], [1.55, 1.47], [1.06, 1.64], [1.4, 1.4], [2.64, 2.64], [5.63, 4.62], [11.8, 2.34], [5.64, 3.61], [3.64, 7.85], [5.53, 7.8], [10.82, 8.71], [14.86, 2.4]]
epoch: 189
loss: 0.9999999937342826
dilation rates: [[1.35, 1.62], [1.61, 1.31], [1.06, 1.67], [1.51, 1.31], [2.61, 2.61], [5.72, 4.52], [11.73, 2.27], [5.7, 3.59], [3.63, 7.8], [5.56, 7.73], [10.77, 8.68], [14.89, 2.43]]
epoch: 190
loss: 0.9999999929309855
dilation rates: [[1.4, 1.53], [1.61, 1.33], [1.06, 1.6], [1.57, 1.46], [2.66, 2.69], [5.73, 4.63], [11.68, 2.33], [5.64, 3.6], [3.61, 7.74], [5.54, 7.74], [10.76, 8.69], [14.84, 2.41]]
epoch: 191
loss: 0.9999999916457102
dilation rates: [[1.39, 1.53], [1.48, 1.4], [1.03, 1.69], [1.53, 1.27], [2.62, 2.75], [5.72, 4.63], [11.75, 2.34], [5.72, 3.59], [3.66, 7.84], [5.63, 7.81], [10.84, 8.77], [14.82, 2.4]]
epoch: 192
loss: 0.9999999918063696
dilation rates: [[1.57, 1.61], [1.54, 1.49], [1.1, 1.75], [1.64, 1.44], [2.68, 2.76], [5.87, 4.66], [11.78, 2.35], [5.69, 3.69], [3.67, 7.77], [5.69, 7.76], [10.82, 8.81], [14.83, 2.44]]
epoch: 193
loss: 0.999999991967029
dilation rates: [[1.46, 1.56], [1.5, 1.35], [1.01, 1.69], [1.53, 1.41], [2.69, 2.76], [5.82, 4.67], [11.83, 2.28], [5.71, 3.66], [3.67, 7.79], [5.61, 7.76], [10.78, 8.79], [14.87, 2.42]]
epoch: 194
loss: 0.999999991967029
dilation rates: [[1.47, 1.49], [1.53, 1.51], [0.98, 1.66], [1.55, 1.4], [2.63, 2.78], [5.72, 4.76], [11.71, 2.38], [5.67, 3.73], [3.72, 7.69], [5.6, 7.77], [10.71, 8.76], [14.86, 2.46]]
epoch: 195
loss: 0.9999999930916449
dilation rates: [[1.5, 1.51], [1.64, 1.46], [1.17, 1.78], [1.56, 1.41], [2.64, 2.65], [5.79, 4.72], [11.71, 2.36], [5.68, 3.65], [3.6, 7.7], [5.56, 7.81], [10.72, 8.75], [14.84, 2.37]]
epoch: 196
loss: 0.9999999924490073
dilation rates: [[1.39, 1.47], [1.54, 1.39], [1.02, 1.68], [1.52, 1.36], [2.55, 2.73], [5.79, 4.68], [11.64, 2.27], [5.6, 3.63], [3.59, 7.7], [5.53, 7.81], [10.78, 8.72], [14.83, 2.43]]
epoch: 197
loss: 0.9999999932523044
dilation rates: [[1.36, 1.49], [1.59, 1.41], [1.06, 1.67], [1.45, 1.35], [2.68, 2.8], [5.78, 4.59], [11.71, 2.27], [5.62, 3.51], [3.63, 7.71], [5.5, 7.75], [10.76, 8.73], [14.84, 2.44]]
epoch: 198
loss: 0.9999999937342826
dilation rates: [[1.55, 1.58], [1.64, 1.43], [1.08, 1.63], [1.55, 1.41], [2.63, 2.75], [5.81, 4.6], [11.71, 2.22], [5.64, 3.57], [3.58, 7.74], [5.54, 7.73], [10.73, 8.67], [14.82, 2.43]]
epoch: 199
loss: 0.9999999910030725
dilation rates: [[1.58, 1.54], [1.58, 1.35], [1.08, 1.67], [1.54, 1.36], [2.58, 2.8], [5.78, 4.68], [11.72, 2.32], [5.66, 3.7], [3.64, 7.8], [5.56, 7.75], [10.75, 8.67], [14.81, 2.42]]
IOU: [97.74, 81.74, 90.01, 40.59, 51.22, 58.02, 58.45, 72.36, 91.14, 58.5, 93.6, 72.74, 49.93, 92.29, 55.0, 67.15, 36.71, 34.94, 67.11]
mIOU: 66.8, mIOU_reduced: 69.4, accuracy: 94.8
epoch: 200
loss: 0.9999999922883478
dilation rates: [[1.63, 1.48], [1.59, 1.32], [0.98, 1.58], [1.49, 1.33], [2.62, 2.74], [5.75, 4.71], [11.69, 2.29], [5.67, 3.61], [3.67, 7.84], [5.57, 7.8], [10.83, 8.7], [14.82, 2.45]]
epoch: 201
loss: 0.999999991967029
dilation rates: [[1.44, 1.57], [1.57, 1.45], [1.01, 1.66], [1.56, 1.47], [2.7, 2.8], [5.73, 4.78], [11.69, 2.31], [5.67, 3.67], [3.69, 7.75], [5.59, 7.79], [10.78, 8.7], [14.84, 2.38]]
epoch: 202
loss: 0.9999999926096667
dilation rates: [[1.47, 1.53], [1.6, 1.42], [1.13, 1.7], [1.44, 1.36], [2.68, 2.72], [5.84, 4.63], [11.67, 2.33], [5.65, 3.57], [3.68, 7.73], [5.56, 7.79], [10.77, 8.74], [14.79, 2.39]]
epoch: 203
loss: 0.9999999926096667
dilation rates: [[1.51, 1.54], [1.49, 1.41], [1.05, 1.71], [1.48, 1.51], [2.61, 2.68], [5.83, 4.69], [11.73, 2.29], [5.73, 3.74], [3.65, 7.78], [5.58, 7.78], [10.74, 8.75], [14.89, 2.41]]
epoch: 204
loss: 0.999999991163732
dilation rates: [[1.58, 1.44], [1.5, 1.29], [1.03, 1.71], [1.57, 1.43], [2.66, 2.8], [5.83, 4.7], [11.74, 2.37], [5.78, 3.69], [3.75, 7.8], [5.59, 7.76], [10.78, 8.77], [14.84, 2.37]]
epoch: 205
loss: 0.9999999929309855
dilation rates: [[1.48, 1.63], [1.52, 1.39], [0.94, 1.67], [1.56, 1.46], [2.69, 2.78], [5.69, 4.66], [11.71, 2.31], [5.67, 3.67], [3.65, 7.77], [5.47, 7.72], [10.79, 8.73], [14.79, 2.43]]
epoch: 206
loss: 0.9999999926096667
dilation rates: [[1.45, 1.56], [1.59, 1.46], [1.02, 1.73], [1.5, 1.35], [2.81, 2.81], [5.73, 4.69], [11.71, 2.33], [5.69, 3.65], [3.61, 7.79], [5.55, 7.71], [10.81, 8.71], [14.8, 2.43]]
epoch: 207
loss: 0.9999999910030725
dilation rates: [[1.58, 1.52], [1.53, 1.39], [1.07, 1.65], [1.5, 1.47], [2.7, 2.8], [5.79, 4.66], [11.75, 2.4], [5.7, 3.73], [3.58, 7.77], [5.6, 7.74], [10.82, 8.8], [14.9, 2.47]]
epoch: 208
loss: 0.9999999929309855
dilation rates: [[1.52, 1.55], [1.49, 1.36], [1.03, 1.69], [1.47, 1.35], [2.79, 2.77], [5.8, 4.76], [11.85, 2.29], [5.72, 3.65], [3.65, 7.78], [5.58, 7.73], [10.8, 8.78], [14.85, 2.37]]
epoch: 209
loss: 0.9999999918063696
dilation rates: [[1.46, 1.57], [1.55, 1.34], [1.0, 1.65], [1.49, 1.3], [2.68, 2.71], [5.82, 4.72], [11.83, 2.34], [5.65, 3.64], [3.6, 7.84], [5.5, 7.76], [10.78, 8.73], [14.86, 2.48]]
epoch: 210
loss: 0.9999999942162608
dilation rates: [[1.47, 1.68], [1.55, 1.44], [1.03, 1.63], [1.55, 1.39], [2.66, 2.7], [5.72, 4.67], [11.77, 2.32], [5.71, 3.62], [3.56, 7.78], [5.51, 7.72], [10.79, 8.76], [14.84, 2.39]]
epoch: 211
loss: 0.9999999926096667
dilation rates: [[1.58, 1.55], [1.53, 1.4], [1.08, 1.69], [1.51, 1.45], [2.64, 2.75], [5.78, 4.63], [11.83, 2.35], [5.71, 3.63], [3.65, 7.8], [5.57, 7.73], [10.82, 8.76], [14.87, 2.43]]
epoch: 212
loss: 0.9999999893964783
dilation rates: [[1.55, 1.5], [1.54, 1.49], [1.13, 1.6], [1.56, 1.39], [2.7, 2.74], [5.79, 4.6], [11.82, 2.27], [5.71, 3.61], [3.6, 7.82], [5.58, 7.76], [10.78, 8.76], [14.81, 2.43]]
epoch: 213
loss: 0.9999999921276884
dilation rates: [[1.44, 1.44], [1.56, 1.35], [1.11, 1.59], [1.5, 1.4], [2.58, 2.75], [5.75, 4.7], [11.84, 2.39], [5.53, 3.66], [3.6, 7.77], [5.54, 7.8], [10.82, 8.72], [14.82, 2.38]]
epoch: 214
loss: 0.9999999916457102
dilation rates: [[1.44, 1.56], [1.54, 1.41], [1.01, 1.61], [1.42, 1.42], [2.64, 2.74], [5.78, 4.68], [11.78, 2.31], [5.73, 3.68], [3.66, 7.81], [5.55, 7.78], [10.75, 8.74], [14.76, 2.33]]
epoch: 215
loss: 0.9999999906817536
dilation rates: [[1.49, 1.62], [1.59, 1.4], [1.11, 1.66], [1.45, 1.37], [2.62, 2.79], [5.81, 4.76], [11.71, 2.37], [5.73, 3.64], [3.59, 7.83], [5.56, 7.8], [10.75, 8.74], [14.76, 2.37]]
epoch: 216
loss: 0.9999999913243913
dilation rates: [[1.48, 1.54], [1.56, 1.43], [0.96, 1.62], [1.51, 1.42], [2.6, 2.71], [5.79, 4.67], [11.84, 2.23], [5.75, 3.62], [3.6, 7.82], [5.57, 7.82], [10.8, 8.74], [14.77, 2.45]]
epoch: 217
loss: 0.9999999930916449
dilation rates: [[1.48, 1.61], [1.59, 1.47], [1.01, 1.71], [1.5, 1.4], [2.69, 2.83], [5.8, 4.64], [11.85, 2.35], [5.74, 3.66], [3.63, 7.82], [5.61, 7.86], [10.74, 8.71], [14.81, 2.37]]
epoch: 218
loss: 0.9999999913243913
dilation rates: [[1.41, 1.53], [1.55, 1.36], [1.07, 1.53], [1.57, 1.51], [2.69, 2.66], [5.72, 4.74], [11.92, 2.23], [5.67, 3.58], [3.63, 7.74], [5.6, 7.8], [10.76, 8.66], [14.79, 2.45]]
epoch: 219
loss: 0.9999999922883478
dilation rates: [[1.56, 1.48], [1.56, 1.35], [1.15, 1.64], [1.51, 1.31], [2.74, 2.8], [5.8, 4.75], [11.75, 2.33], [5.75, 3.59], [3.6, 7.76], [5.56, 7.76], [10.85, 8.67], [14.84, 2.42]]
epoch: 220
loss: 0.9999999932523044
dilation rates: [[1.54, 1.63], [1.51, 1.43], [1.09, 1.62], [1.3, 1.42], [2.66, 2.71], [5.85, 4.69], [11.72, 2.28], [5.65, 3.56], [3.65, 7.71], [5.54, 7.78], [10.8, 8.7], [14.81, 2.42]]
epoch: 221
loss: 0.9999999926096667
dilation rates: [[1.51, 1.54], [1.61, 1.41], [1.06, 1.66], [1.54, 1.43], [2.66, 2.76], [5.79, 4.69], [11.67, 2.32], [5.72, 3.62], [3.6, 7.76], [5.59, 7.79], [10.76, 8.72], [14.81, 2.39]]
epoch: 222
loss: 0.999999991967029
dilation rates: [[1.52, 1.56], [1.55, 1.4], [1.11, 1.65], [1.5, 1.34], [2.73, 2.79], [5.85, 4.62], [11.69, 2.28], [5.69, 3.69], [3.56, 7.74], [5.52, 7.72], [10.77, 8.69], [14.8, 2.34]]
epoch: 223
loss: 0.9999999914850507
dilation rates: [[1.58, 1.5], [1.49, 1.37], [1.06, 1.66], [1.46, 1.49], [2.65, 2.66], [5.76, 4.59], [11.78, 2.39], [5.74, 3.64], [3.65, 7.77], [5.58, 7.73], [10.77, 8.69], [14.77, 2.43]]
epoch: 224
loss: 0.9999999927703261
dilation rates: [[1.48, 1.5], [1.55, 1.33], [1.06, 1.65], [1.38, 1.35], [2.6, 2.75], [5.77, 4.67], [11.82, 2.37], [5.69, 3.62], [3.64, 7.74], [5.51, 7.75], [10.79, 8.7], [14.8, 2.37]]
IOU: [97.4, 79.33, 90.27, 44.34, 51.78, 59.57, 59.5, 72.05, 90.65, 53.0, 93.93, 76.8, 53.85, 92.96, 54.62, 75.58, 68.47, 48.66, 71.44]
mIOU: 70.22, mIOU_reduced: 70.97, accuracy: 94.75
epoch: 225
loss: 0.999999991163732
dilation rates: [[1.64, 1.53], [1.51, 1.52], [1.09, 1.59], [1.48, 1.44], [2.69, 2.8], [5.84, 4.61], [11.79, 2.29], [5.72, 3.62], [3.62, 7.75], [5.55, 7.86], [10.82, 8.71], [14.85, 2.51]]
epoch: 226
loss: 0.999999991967029
dilation rates: [[1.53, 1.44], [1.55, 1.41], [0.98, 1.59], [1.42, 1.46], [2.63, 2.72], [5.75, 4.7], [11.77, 2.32], [5.66, 3.62], [3.6, 7.76], [5.54, 7.8], [10.78, 8.64], [14.77, 2.37]]
epoch: 227
loss: 0.9999999942162608
dilation rates: [[1.5, 1.44], [1.52, 1.44], [1.06, 1.67], [1.49, 1.41], [2.78, 2.8], [5.69, 4.77], [11.71, 2.26], [5.65, 3.67], [3.6, 7.65], [5.49, 7.76], [10.75, 8.65], [14.77, 2.39]]
epoch: 228
loss: 0.9999999926096667
dilation rates: [[1.51, 1.52], [1.47, 1.46], [1.07, 1.54], [1.39, 1.42], [2.67, 2.85], [5.71, 4.64], [11.77, 2.24], [5.69, 3.62], [3.63, 7.64], [5.53, 7.8], [10.71, 8.66], [14.81, 2.41]]
epoch: 229
loss: 0.9999999924490073
dilation rates: [[1.46, 1.53], [1.59, 1.42], [1.05, 1.51], [1.54, 1.39], [2.8, 2.78], [5.67, 4.71], [11.76, 2.27], [5.75, 3.63], [3.64, 7.69], [5.59, 7.74], [10.76, 8.68], [14.78, 2.43]]
epoch: 230
loss: 0.9999999922883478
dilation rates: [[1.48, 1.5], [1.51, 1.27], [0.99, 1.73], [1.46, 1.35], [2.54, 2.71], [5.64, 4.69], [11.82, 2.24], [5.76, 3.6], [3.58, 7.69], [5.57, 7.76], [10.69, 8.68], [14.8, 2.43]]
epoch: 231
loss: 0.9999999922883478
dilation rates: [[1.44, 1.57], [1.54, 1.4], [1.17, 1.62], [1.55, 1.46], [2.57, 2.69], [5.73, 4.7], [11.87, 2.33], [5.74, 3.66], [3.6, 7.71], [5.59, 7.82], [10.79, 8.75], [14.86, 2.48]]
epoch: 232
loss: 0.9999999913243913
dilation rates: [[1.51, 1.54], [1.52, 1.4], [1.01, 1.58], [1.45, 1.33], [2.54, 2.6], [5.72, 4.6], [11.73, 2.26], [5.72, 3.65], [3.55, 7.71], [5.5, 7.77], [10.75, 8.69], [14.83, 2.41]]
epoch: 233
loss: 0.9999999895571378
dilation rates: [[1.42, 1.56], [1.58, 1.45], [1.1, 1.72], [1.57, 1.44], [2.61, 2.75], [5.78, 4.68], [11.73, 2.34], [5.69, 3.63], [3.61, 7.77], [5.55, 7.86], [10.74, 8.7], [14.85, 2.46]]
epoch: 234
loss: 0.9999999932523044
dilation rates: [[1.44, 1.59], [1.53, 1.43], [1.05, 1.65], [1.45, 1.39], [2.63, 2.73], [5.79, 4.63], [11.76, 2.28], [5.6, 3.62], [3.57, 7.73], [5.51, 7.76], [10.72, 8.67], [14.85, 2.35]]
epoch: 235
loss: 0.9999999934129638
dilation rates: [[1.52, 1.53], [1.6, 1.45], [1.01, 1.6], [1.41, 1.46], [2.72, 2.81], [5.89, 4.68], [11.64, 2.33], [5.58, 3.64], [3.6, 7.75], [5.48, 7.74], [10.76, 8.67], [14.82, 2.41]]
epoch: 236
loss: 0.9999999935736232
dilation rates: [[1.44, 1.53], [1.55, 1.35], [1.0, 1.69], [1.5, 1.39], [2.69, 2.63], [5.83, 4.63], [11.71, 2.31], [5.59, 3.6], [3.58, 7.72], [5.53, 7.74], [10.82, 8.67], [14.77, 2.39]]
epoch: 237
loss: 0.9999999927703261
dilation rates: [[1.52, 1.66], [1.53, 1.41], [1.04, 1.62], [1.47, 1.35], [2.72, 2.77], [5.77, 4.61], [11.67, 2.37], [5.65, 3.72], [3.66, 7.67], [5.55, 7.72], [10.76, 8.65], [14.77, 2.39]]
epoch: 238
loss: 0.9999999940556015
dilation rates: [[1.49, 1.52], [1.49, 1.35], [1.08, 1.66], [1.4, 1.39], [2.67, 2.69], [5.75, 4.63], [11.73, 2.3], [5.75, 3.68], [3.6, 7.74], [5.54, 7.72], [10.74, 8.67], [14.81, 2.38]]
epoch: 239
loss: 0.9999999940556015
dilation rates: [[1.51, 1.5], [1.43, 1.37], [1.06, 1.62], [1.54, 1.4], [2.68, 2.71], [5.76, 4.61], [11.71, 2.35], [5.64, 3.63], [3.7, 7.71], [5.52, 7.73], [10.74, 8.68], [14.76, 2.42]]
epoch: 240
loss: 0.9999999924490073
dilation rates: [[1.5, 1.46], [1.54, 1.45], [1.08, 1.74], [1.41, 1.39], [2.6, 2.71], [5.75, 4.6], [11.68, 2.29], [5.63, 3.68], [3.66, 7.67], [5.56, 7.75], [10.76, 8.65], [14.8, 2.39]]
IOU: [97.18, 78.86, 90.89, 55.65, 55.0, 58.79, 60.75, 72.31, 91.3, 59.83, 94.02, 76.54, 53.76, 93.02, 50.5, 63.52, 58.37, 46.88, 70.5]
mIOU: 69.88, mIOU_reduced: 72.21, accuracy: 94.89
epoch: 241
loss: 0.999999991967029
dilation rates: [[1.4, 1.38], [1.68, 1.56], [1.05, 1.73], [1.59, 1.31], [2.6, 2.69], [5.71, 4.6], [11.77, 2.29], [5.59, 3.66], [3.57, 7.67], [5.49, 7.69], [10.77, 8.62], [14.82, 2.48]]
IOU: [97.45, 80.56, 88.53, 41.23, 50.82, 56.54, 53.92, 69.01, 90.85, 59.65, 93.49, 76.53, 56.5, 92.28, 58.95, 75.05, 19.33, 45.14, 70.76]
mIOU: 67.19, mIOU_reduced: 70.2, accuracy: 94.38
epoch: 242
loss: 0.9999999934129638
dilation rates: [[1.45, 1.51], [1.53, 1.35], [0.97, 1.7], [1.54, 1.43], [2.61, 2.65], [5.69, 4.61], [11.69, 2.31], [5.6, 3.58], [3.58, 7.64], [5.52, 7.66], [10.79, 8.6], [14.82, 2.34]]
IOU: [97.88, 82.62, 90.37, 38.38, 53.51, 59.76, 57.92, 71.98, 91.68, 61.44, 93.61, 77.18, 56.19, 93.59, 62.64, 77.12, 58.6, 45.77, 71.66]
mIOU: 70.63, mIOU_reduced: 71.47, accuracy: 95.19
epoch: 243
loss: 0.9999999924490073
dilation rates: [[1.47, 1.62], [1.51, 1.42], [1.09, 1.6], [1.43, 1.39], [2.61, 2.76], [5.76, 4.61], [11.81, 2.28], [5.65, 3.62], [3.6, 7.73], [5.53, 7.73], [10.79, 8.67], [14.77, 2.4]]
IOU: [97.58, 81.28, 90.47, 34.37, 44.95, 60.0, 59.45, 73.09, 89.11, 61.04, 93.91, 75.82, 54.24, 92.04, 45.17, 74.37, 61.93, 44.31, 71.45]
mIOU: 68.66, mIOU_reduced: 70.19, accuracy: 94.43
epoch: 244
loss: 0.9999999918063696
dilation rates: [[1.37, 1.48], [1.38, 1.34], [1.1, 1.54], [1.48, 1.38], [2.59, 2.79], [5.74, 4.56], [11.67, 2.32], [5.69, 3.6], [3.62, 7.72], [5.54, 7.61], [10.76, 8.63], [14.76, 2.48]]
IOU: [97.91, 82.85, 90.95, 49.22, 52.94, 58.02, 59.5, 71.54, 91.36, 58.77, 94.16, 75.98, 52.98, 91.0, 58.41, 59.3, 39.77, 29.44, 70.63]
mIOU: 67.62, mIOU_reduced: 70.45, accuracy: 95.01
epoch: 245
loss: 0.9999999934129638
dilation rates: [[1.69, 1.57], [1.54, 1.53], [0.93, 1.78], [1.45, 1.32], [2.6, 2.78], [5.64, 4.63], [11.75, 2.27], [5.61, 3.62], [3.53, 7.71], [5.48, 7.65], [10.74, 8.64], [14.75, 2.44]]
IOU: [97.62, 81.5, 90.91, 56.09, 51.17, 56.75, 58.59, 71.75, 91.68, 61.14, 94.32, 76.97, 55.15, 93.26, 51.16, 63.94, 38.01, 46.54, 68.7]
mIOU: 68.7, mIOU_reduced: 72.01, accuracy: 95.09
epoch: 246
loss: 0.9999999908424131
dilation rates: [[1.52, 1.6], [1.57, 1.41], [1.01, 1.74], [1.5, 1.33], [2.59, 2.71], [5.73, 4.67], [11.76, 2.31], [5.68, 3.64], [3.62, 7.79], [5.56, 7.7], [10.74, 8.64], [14.81, 2.53]]
IOU: [97.37, 79.65, 90.23, 40.05, 50.82, 58.13, 58.86, 70.42, 91.12, 59.68, 93.92, 75.48, 54.99, 92.7, 52.69, 73.83, 55.02, 50.92, 70.7]
mIOU: 69.29, mIOU_reduced: 70.94, accuracy: 94.79
epoch: 247
loss: 0.9999999921276884
dilation rates: [[1.48, 1.58], [1.61, 1.37], [1.02, 1.69], [1.44, 1.37], [2.69, 2.69], [5.8, 4.69], [11.82, 2.32], [5.65, 3.66], [3.72, 7.72], [5.58, 7.77], [10.72, 8.66], [14.85, 2.47]]
IOU: [97.57, 80.91, 90.27, 54.67, 49.33, 55.65, 60.6, 67.92, 91.28, 60.39, 94.19, 76.17, 54.62, 92.5, 45.57, 67.14, 37.4, 49.54, 72.18]
mIOU: 68.31, mIOU_reduced: 71.74, accuracy: 94.9
epoch: 248
loss: 0.9999999937342826
dilation rates: [[1.45, 1.6], [1.62, 1.37], [1.07, 1.68], [1.51, 1.41], [2.65, 2.65], [5.92, 4.79], [11.84, 2.27], [5.67, 3.66], [3.54, 7.8], [5.58, 7.77], [10.75, 8.7], [14.82, 2.35]]
IOU: [96.35, 77.92, 90.62, 49.86, 51.58, 57.93, 58.41, 71.89, 91.26, 57.42, 94.27, 75.38, 53.83, 88.09, 57.04, 72.37, 55.37, 37.45, 67.73]
mIOU: 68.67, mIOU_reduced: 70.0, accuracy: 94.44
epoch: 249
loss: 0.9999999927703261
dilation rates: [[1.56, 1.51], [1.5, 1.35], [1.06, 1.61], [1.38, 1.43], [2.65, 2.79], [5.76, 4.62], [11.93, 2.4], [5.72, 3.65], [3.56, 7.85], [5.44, 7.73], [10.81, 8.65], [14.86, 2.38]]
IOU: [97.62, 81.26, 90.72, 53.12, 53.17, 59.32, 59.65, 73.0, 91.15, 60.06, 93.5, 76.98, 55.34, 93.24, 57.84, 66.33, 27.85, 48.66, 69.74]
mIOU: 68.87, mIOU_reduced: 72.28, accuracy: 95.01
Best mIOU: 70.62563484593441
Best global accuracy: 95.1927900314331
Training time 16:30:17
mIOUs: [70.62563484593441]
global_accuracies: [95.1927900314331]
