{'model_name': 'L1_decoder26', 'model_type': 'experimental2', 'num_classes': 19, 'ignore_value': 255, 'pretrained_backbone': False, 'epochs': 1000, 'max_epochs': 1000, '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_downsampled_cross_entropy', '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': 304, 'train_max_size': 1232, 'train_crop_size': [768, 768], 'val_input_size': 768, 'val_label_size': 1024, 'aug_mode': 'randaug_reduced', 'num_workers': 6, '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': 10000, 'pretrained_path': '', 'save_every_k_epochs': 25, 'save_last_k_epochs': 10, 'save_dir': 'checkpoints', 'log_dir': 'logs', 'save_name': 'L1_decoder26_1000_epochs_768_res', 'save_best_path': 'checkpoints/L1_decoder26_1000_epochs_768_res_run1', 'save_latest_path': 'checkpoints/L1_decoder26_1000_epochs_768_res_latest', 'resume_path': 'checkpoints/L1_decoder26_1000_epochs_768_res_latest', 'log_path': 'logs/L1_decoder26_1000_epochs_768_res_run1.txt'}
run: 1
epoch: 0
loss: 0.9999999922883478
dilation rates: [[1.07, 1.12], [1.18, 1.21], [1.14, 1.19], [1.2, 1.15], [1.17, 1.17], [1.18, 1.16], [1.11, 1.25], [1.19, 1.0], [1.0, 1.03], [1.01, 1.22], [1.14, 1.0], [1.11, 1.53]]
IOU: [76.23, 20.21, 50.01, 0.0, 0.0, 0.0, 0.0, 0.0, 50.5, 15.96, 8.35, 0.0, 0.0, 3.96, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 11.85, mIOU_reduced: 14.08, accuracy: 65.6
epoch: 1
loss: 0.9999999887538407
dilation rates: [[1.24, 1.37], [1.44, 1.54], [1.41, 1.54], [1.52, 1.42], [1.47, 1.51], [1.5, 1.45], [1.34, 1.58], [1.51, 1.24], [1.17, 1.28], [1.22, 1.54], [1.43, 1.21], [1.53, 2.47]]
epoch: 2
loss: 0.9999999922883478
dilation rates: [[1.32, 1.51], [1.67, 1.7], [1.59, 1.77], [1.77, 1.63], [1.73, 1.76], [1.75, 1.71], [1.52, 1.84], [1.77, 1.43], [1.34, 1.51], [1.42, 1.8], [1.67, 1.44], [1.75, 3.57]]
epoch: 3
loss: 0.999999991163732
dilation rates: [[1.43, 1.62], [1.77, 1.79], [1.78, 1.93], [1.93, 1.8], [1.9, 1.92], [1.94, 1.88], [1.69, 1.99], [1.94, 1.6], [1.53, 1.71], [1.59, 1.98], [1.86, 1.65], [1.92, 4.61]]
epoch: 4
loss: 0.9999999921276884
dilation rates: [[1.49, 1.66], [1.89, 1.8], [1.84, 2.09], [2.05, 1.93], [1.99, 1.99], [2.14, 2.0], [1.81, 2.37], [2.27, 1.72], [1.68, 1.86], [1.76, 2.37], [2.0, 1.82], [2.14, 5.61]]
epoch: 5
loss: 0.9999999910030725
dilation rates: [[1.48, 1.65], [1.82, 1.8], [1.86, 2.37], [2.38, 1.99], [2.35, 2.35], [2.44, 2.28], [1.93, 2.66], [2.59, 1.85], [1.82, 1.98], [1.9, 2.67], [2.32, 1.98], [2.42, 6.59]]
epoch: 6
loss: 0.9999999892358189
dilation rates: [[1.48, 1.67], [1.86, 1.8], [1.88, 2.45], [2.54, 2.22], [2.5, 2.48], [2.62, 2.43], [1.99, 2.81], [2.77, 1.91], [1.92, 2.17], [2.01, 2.87], [2.54, 2.18], [2.51, 6.99]]
epoch: 7
loss: 0.9999999908424131
dilation rates: [[1.46, 1.65], [1.89, 1.8], [1.87, 2.61], [2.66, 2.37], [2.69, 2.6], [2.77, 2.57], [2.17, 2.98], [2.89, 2.02], [2.06, 2.39], [2.2, 3.11], [2.75, 2.38], [2.65, 7.88]]
epoch: 8
loss: 0.9999999918063696
dilation rates: [[1.41, 1.58], [1.76, 1.75], [1.83, 2.65], [2.68, 2.4], [2.74, 2.66], [2.85, 2.69], [2.28, 3.35], [3.05, 2.16], [2.22, 2.54], [2.35, 3.53], [2.88, 2.51], [2.72, 8.46]]
epoch: 9
loss: 0.9999999910030725
dilation rates: [[1.52, 1.56], [1.83, 1.8], [1.8, 2.68], [2.68, 2.51], [2.74, 2.68], [2.89, 2.73], [2.33, 3.56], [3.36, 2.25], [2.31, 2.62], [2.48, 3.74], [2.95, 2.61], [2.8, 8.82]]
epoch: 10
loss: 0.999999991163732
dilation rates: [[1.53, 1.66], [1.79, 1.75], [1.8, 2.68], [2.73, 2.51], [2.73, 2.68], [2.9, 2.8], [2.4, 3.72], [3.58, 2.33], [2.35, 2.72], [2.55, 3.93], [3.12, 2.67], [2.78, 8.87]]
epoch: 11
loss: 0.9999999906817536
dilation rates: [[1.53, 1.63], [1.75, 1.68], [1.81, 2.68], [2.74, 2.49], [2.73, 2.7], [2.9, 2.77], [2.45, 3.86], [3.74, 2.37], [2.4, 2.8], [2.62, 4.19], [3.44, 2.75], [2.82, 8.95]]
epoch: 12
loss: 0.9999999906817536
dilation rates: [[1.43, 1.58], [1.73, 1.71], [1.8, 2.65], [2.72, 2.5], [2.77, 2.72], [2.93, 2.76], [2.45, 3.93], [3.87, 2.36], [2.44, 2.79], [2.67, 4.51], [3.61, 2.74], [2.81, 9.64]]
epoch: 13
loss: 0.9999999926096667
dilation rates: [[1.43, 1.53], [1.72, 1.66], [1.75, 2.69], [2.71, 2.48], [2.8, 2.73], [2.98, 2.79], [2.46, 4.26], [3.96, 2.38], [2.45, 2.85], [2.7, 4.73], [3.75, 2.82], [2.75, 9.7]]
epoch: 14
loss: 0.999999991163732
dilation rates: [[1.46, 1.56], [1.75, 1.73], [1.73, 2.66], [2.75, 2.51], [2.78, 2.7], [2.93, 2.79], [2.44, 4.45], [3.96, 2.35], [2.46, 2.83], [2.67, 4.84], [3.78, 2.82], [2.78, 9.77]]
epoch: 15
loss: 0.9999999938949421
dilation rates: [[1.4, 1.54], [1.67, 1.57], [1.64, 2.63], [2.76, 2.46], [2.78, 2.73], [2.95, 2.78], [2.36, 4.59], [3.98, 2.35], [2.46, 2.82], [2.68, 4.91], [3.89, 2.82], [2.73, 9.75]]
epoch: 16
loss: 0.9999999926096667
dilation rates: [[1.48, 1.63], [1.59, 1.64], [1.61, 2.61], [2.79, 2.58], [2.77, 2.72], [2.96, 2.8], [2.38, 4.7], [4.22, 2.37], [2.45, 2.87], [2.73, 5.05], [3.95, 2.84], [2.7, 9.88]]
epoch: 17
loss: 0.9999999934129638
dilation rates: [[1.36, 1.6], [1.7, 1.59], [1.66, 2.72], [2.83, 2.54], [2.78, 2.75], [2.96, 2.81], [2.37, 4.83], [4.47, 2.32], [2.47, 2.9], [2.71, 5.35], [4.14, 2.85], [2.63, 9.9]]
epoch: 18
loss: 0.9999999926096667
dilation rates: [[1.38, 1.56], [1.68, 1.65], [1.62, 2.73], [2.81, 2.5], [2.77, 2.74], [2.99, 2.84], [2.4, 4.92], [4.59, 2.34], [2.49, 2.9], [2.72, 5.55], [4.36, 2.85], [2.71, 9.87]]
epoch: 19
loss: 0.9999999914850507
dilation rates: [[1.41, 1.51], [1.61, 1.53], [1.53, 2.65], [2.84, 2.51], [2.74, 2.69], [3.27, 2.83], [2.4, 4.83], [4.64, 2.32], [2.52, 2.89], [2.69, 5.66], [4.49, 2.86], [2.58, 9.86]]
epoch: 20
loss: 0.9999999937342826
dilation rates: [[1.42, 1.53], [1.69, 1.62], [1.6, 2.76], [2.8, 2.57], [2.83, 2.73], [3.52, 2.87], [2.38, 4.92], [4.72, 2.32], [2.51, 2.92], [2.72, 5.78], [4.65, 2.88], [2.66, 9.94]]
epoch: 21
loss: 0.999999991967029
dilation rates: [[1.35, 1.54], [1.64, 1.53], [1.57, 2.67], [2.81, 2.56], [2.87, 2.75], [3.71, 2.91], [2.44, 4.98], [4.84, 2.32], [2.54, 2.93], [2.77, 5.88], [4.78, 2.87], [2.64, 10.52]]
epoch: 22
loss: 0.999999991163732
dilation rates: [[1.37, 1.46], [1.66, 1.59], [1.49, 2.7], [2.75, 2.61], [2.8, 2.67], [3.69, 2.86], [2.41, 4.96], [4.85, 2.27], [2.53, 2.94], [2.77, 5.89], [4.77, 2.87], [2.62, 10.64]]
epoch: 23
loss: 0.9999999922883478
dilation rates: [[1.31, 1.55], [1.61, 1.51], [1.54, 2.65], [2.72, 2.54], [2.76, 2.69], [3.73, 2.81], [2.4, 4.95], [4.88, 2.31], [2.55, 2.94], [2.78, 5.97], [4.82, 2.9], [2.67, 10.7]]
epoch: 24
loss: 0.999999991967029
dilation rates: [[1.43, 1.56], [1.55, 1.53], [1.47, 2.69], [2.79, 2.53], [2.73, 2.69], [3.8, 2.82], [2.4, 4.92], [4.85, 2.28], [2.54, 2.91], [2.79, 5.93], [4.82, 2.87], [2.6, 10.72]]
IOU: [95.66, 70.27, 85.34, 24.55, 31.38, 38.5, 27.66, 45.1, 87.96, 47.13, 90.57, 52.03, 11.98, 82.12, 26.43, 38.72, 26.43, 7.4, 51.73]
mIOU: 49.52, mIOU_reduced: 53.09, accuracy: 91.63
epoch: 25
loss: 0.9999999897177971
dilation rates: [[1.34, 1.43], [1.67, 1.44], [1.49, 2.72], [2.78, 2.57], [2.78, 2.73], [3.85, 2.8], [2.35, 5.03], [4.89, 2.26], [2.52, 2.91], [2.75, 6.22], [4.87, 2.87], [2.66, 10.74]]
epoch: 26
loss: 0.9999999914850507
dilation rates: [[1.32, 1.53], [1.52, 1.55], [1.47, 2.72], [2.74, 2.55], [2.81, 2.67], [3.88, 2.82], [2.34, 5.35], [4.87, 2.22], [2.5, 2.91], [2.78, 6.44], [4.89, 2.82], [2.6, 10.68]]
epoch: 27
loss: 0.999999990039116
dilation rates: [[1.35, 1.58], [1.6, 1.47], [1.49, 2.79], [2.82, 2.62], [2.77, 2.72], [3.97, 2.8], [2.34, 5.53], [4.96, 2.26], [2.49, 2.9], [2.82, 6.7], [4.96, 2.85], [2.64, 10.8]]
epoch: 28
loss: 0.9999999908424131
dilation rates: [[1.33, 1.47], [1.62, 1.53], [1.52, 2.72], [2.75, 2.66], [2.78, 2.74], [3.92, 2.82], [2.42, 5.67], [4.97, 2.27], [2.52, 2.92], [2.82, 6.77], [4.97, 2.86], [2.57, 10.74]]
epoch: 29
loss: 0.9999999913243913
dilation rates: [[1.36, 1.52], [1.61, 1.52], [1.38, 2.79], [2.79, 2.57], [2.82, 2.72], [3.94, 2.78], [2.36, 5.71], [4.92, 2.19], [2.45, 2.88], [2.77, 6.74], [4.96, 2.81], [2.52, 10.76]]
epoch: 30
loss: 0.999999991967029
dilation rates: [[1.36, 1.52], [1.63, 1.53], [1.39, 2.74], [2.78, 2.6], [2.75, 2.76], [3.98, 2.83], [2.37, 5.75], [4.98, 2.18], [2.44, 2.93], [2.8, 6.83], [4.96, 2.84], [2.59, 10.77]]
epoch: 31
loss: 0.9999999924490073
dilation rates: [[1.4, 1.52], [1.53, 1.36], [1.38, 2.72], [2.76, 2.55], [2.84, 2.74], [4.15, 2.85], [2.31, 5.75], [5.16, 2.22], [2.51, 2.92], [2.77, 6.77], [4.97, 2.84], [2.55, 10.75]]
epoch: 32
loss: 0.9999999914850507
dilation rates: [[1.37, 1.51], [1.63, 1.5], [1.36, 2.79], [2.74, 2.52], [2.75, 2.75], [4.35, 2.79], [2.29, 5.77], [5.38, 2.2], [2.48, 2.94], [2.77, 6.89], [5.18, 2.82], [2.59, 10.85]]
epoch: 33
loss: 0.9999999918063696
dilation rates: [[1.48, 1.59], [1.61, 1.54], [1.43, 2.81], [2.81, 2.6], [2.82, 2.74], [4.39, 2.78], [2.37, 5.78], [5.43, 2.23], [2.44, 2.9], [2.78, 6.87], [5.33, 2.87], [2.53, 10.69]]
epoch: 34
loss: 0.9999999930916449
dilation rates: [[1.3, 1.63], [1.6, 1.4], [1.41, 2.69], [2.78, 2.62], [2.84, 2.75], [4.59, 2.8], [2.4, 5.81], [5.58, 2.21], [2.51, 2.93], [2.76, 6.96], [5.45, 2.84], [2.54, 10.83]]
epoch: 35
loss: 0.999999990039116
dilation rates: [[1.36, 1.56], [1.61, 1.57], [1.36, 2.75], [2.8, 2.69], [2.78, 2.8], [4.6, 2.8], [2.31, 5.75], [5.57, 2.22], [2.56, 2.97], [2.78, 6.99], [5.54, 2.93], [2.53, 10.88]]
epoch: 36
loss: 0.9999999924490073
dilation rates: [[1.32, 1.53], [1.59, 1.47], [1.37, 2.77], [2.9, 2.6], [2.79, 2.78], [4.65, 2.82], [2.35, 5.74], [5.56, 2.2], [2.48, 2.97], [2.79, 7.15], [5.54, 2.94], [2.54, 10.85]]
epoch: 37
loss: 0.9999999901997754
dilation rates: [[1.37, 1.44], [1.52, 1.44], [1.29, 2.73], [2.83, 2.53], [2.77, 2.79], [4.66, 2.82], [2.33, 5.8], [5.64, 2.21], [2.45, 2.95], [2.78, 7.36], [5.58, 2.9], [2.58, 10.76]]
epoch: 38
loss: 0.9999999913243913
dilation rates: [[1.49, 1.6], [1.61, 1.56], [1.39, 2.84], [2.83, 2.57], [2.74, 2.72], [4.64, 2.84], [2.38, 5.73], [5.6, 2.22], [2.49, 2.96], [2.74, 7.47], [5.6, 2.93], [2.59, 10.8]]
epoch: 39
loss: 0.999999991163732
dilation rates: [[1.3, 1.46], [1.55, 1.45], [1.38, 2.68], [2.85, 2.56], [2.77, 2.73], [4.68, 2.85], [2.36, 5.78], [5.62, 2.21], [2.48, 2.98], [2.76, 7.55], [5.62, 2.95], [2.54, 10.87]]
epoch: 40
loss: 0.9999999905210942
dilation rates: [[1.35, 1.46], [1.51, 1.47], [1.27, 2.71], [2.78, 2.57], [2.84, 2.78], [4.73, 2.92], [2.3, 5.81], [5.65, 2.19], [2.48, 2.96], [2.79, 7.64], [5.71, 2.95], [2.64, 10.95]]
epoch: 41
loss: 0.9999999898784565
dilation rates: [[1.36, 1.54], [1.52, 1.39], [1.4, 2.81], [2.81, 2.64], [2.8, 2.73], [4.76, 2.87], [2.33, 5.85], [5.67, 2.18], [2.5, 2.94], [2.78, 7.73], [5.73, 2.93], [2.56, 10.89]]
epoch: 42
loss: 0.9999999910030725
dilation rates: [[1.34, 1.43], [1.53, 1.45], [1.28, 2.77], [2.73, 2.61], [2.79, 2.71], [4.7, 2.82], [2.35, 5.82], [5.69, 2.2], [2.49, 2.9], [2.77, 7.68], [5.69, 2.9], [2.55, 10.8]]
epoch: 43
loss: 0.9999999914850507
dilation rates: [[1.39, 1.48], [1.59, 1.51], [1.26, 2.78], [2.79, 2.68], [2.84, 2.73], [4.74, 2.83], [2.29, 5.9], [5.8, 2.2], [2.51, 2.9], [2.75, 7.71], [5.72, 2.93], [2.57, 10.83]]
epoch: 44
loss: 0.9999999895571378
dilation rates: [[1.36, 1.56], [1.6, 1.45], [1.31, 2.7], [2.83, 2.63], [2.86, 2.67], [4.74, 2.8], [2.29, 5.91], [5.75, 2.16], [2.51, 2.95], [2.79, 7.77], [5.79, 2.97], [2.48, 10.87]]
epoch: 45
loss: 0.9999999908424131
dilation rates: [[1.36, 1.49], [1.6, 1.52], [1.35, 2.66], [2.77, 2.6], [2.9, 2.73], [4.81, 2.78], [2.36, 5.94], [5.78, 2.22], [2.53, 2.95], [2.8, 7.8], [5.78, 3.07], [2.59, 10.97]]
epoch: 46
loss: 0.999999991163732
dilation rates: [[1.45, 1.56], [1.55, 1.45], [1.33, 2.74], [2.84, 2.68], [2.84, 2.8], [4.79, 2.83], [2.38, 5.87], [5.74, 2.18], [2.49, 2.96], [2.79, 7.81], [5.74, 3.3], [2.62, 10.86]]
epoch: 47
loss: 0.999999990039116
dilation rates: [[1.31, 1.53], [1.63, 1.35], [1.38, 2.79], [2.89, 2.6], [2.86, 2.8], [4.81, 2.82], [2.35, 5.93], [5.81, 2.17], [2.47, 2.98], [2.76, 7.85], [5.83, 3.44], [2.55, 10.84]]
epoch: 48
loss: 0.9999999918063696
dilation rates: [[1.43, 1.58], [1.62, 1.47], [1.34, 2.8], [2.82, 2.63], [2.85, 2.74], [4.77, 2.83], [2.36, 5.87], [5.8, 2.17], [2.48, 2.97], [2.76, 7.87], [5.76, 3.51], [2.57, 10.87]]
epoch: 49
loss: 0.9999999916457102
dilation rates: [[1.36, 1.46], [1.54, 1.36], [1.26, 2.79], [2.81, 2.54], [2.79, 2.74], [4.78, 2.77], [2.33, 5.87], [5.81, 2.14], [2.49, 2.95], [2.75, 7.87], [5.73, 3.5], [2.55, 10.89]]
IOU: [95.24, 63.52, 85.58, 28.94, 25.99, 44.9, 40.34, 57.26, 87.87, 34.41, 92.74, 65.48, 34.67, 88.75, 44.85, 54.99, 34.45, 27.28, 55.77]
mIOU: 55.95, mIOU_reduced: 58.05, accuracy: 91.97
epoch: 50
loss: 0.9999999914850507
dilation rates: [[1.27, 1.58], [1.49, 1.41], [1.25, 2.85], [2.74, 2.62], [2.74, 2.76], [4.83, 2.84], [2.3, 5.82], [5.81, 2.19], [2.48, 2.97], [2.76, 7.84], [5.75, 3.54], [2.52, 10.79]]
epoch: 51
loss: 0.9999999916457102
dilation rates: [[1.37, 1.44], [1.51, 1.35], [1.23, 2.8], [2.78, 2.59], [2.86, 2.76], [4.83, 2.79], [2.28, 5.9], [5.85, 2.17], [2.48, 3.21], [2.74, 7.86], [5.74, 3.56], [2.51, 10.83]]
epoch: 52
loss: 0.9999999926096667
dilation rates: [[1.27, 1.42], [1.49, 1.47], [1.27, 2.81], [2.78, 2.56], [2.8, 2.78], [4.76, 2.78], [2.33, 5.92], [5.86, 2.15], [2.45, 3.35], [2.74, 7.84], [5.73, 3.62], [2.53, 10.72]]
epoch: 53
loss: 0.9999999910030725
dilation rates: [[1.52, 1.58], [1.55, 1.52], [1.29, 2.75], [2.8, 2.65], [2.81, 2.8], [4.8, 2.74], [2.37, 5.9], [5.89, 2.24], [2.49, 3.51], [2.74, 7.86], [5.77, 3.65], [2.61, 10.81]]
epoch: 54
loss: 0.9999999924490073
dilation rates: [[1.41, 1.49], [1.64, 1.52], [1.3, 2.74], [2.76, 2.62], [2.78, 2.81], [4.81, 2.8], [2.37, 5.89], [5.88, 2.24], [2.44, 3.58], [2.73, 7.9], [5.78, 3.71], [2.6, 10.9]]
epoch: 55
loss: 0.9999999901997754
dilation rates: [[1.28, 1.48], [1.54, 1.41], [1.31, 2.76], [2.75, 2.61], [2.77, 2.74], [4.77, 2.84], [2.3, 5.87], [5.85, 2.22], [2.44, 3.59], [2.69, 7.88], [5.77, 3.68], [2.57, 10.82]]
epoch: 56
loss: 0.9999999905210942
dilation rates: [[1.4, 1.52], [1.48, 1.41], [1.25, 2.69], [2.75, 2.6], [2.8, 2.71], [4.84, 2.8], [2.26, 5.96], [5.89, 2.14], [2.47, 3.6], [2.73, 7.89], [5.87, 3.73], [2.51, 10.87]]
epoch: 57
loss: 0.9999999905210942
dilation rates: [[1.47, 1.49], [1.52, 1.38], [1.32, 2.74], [2.73, 2.58], [2.79, 2.7], [4.8, 2.82], [2.26, 5.86], [5.88, 2.16], [2.4, 3.65], [2.69, 7.86], [5.9, 3.68], [2.53, 10.79]]
epoch: 58
loss: 0.9999999908424131
dilation rates: [[1.35, 1.53], [1.47, 1.46], [1.29, 2.76], [2.75, 2.54], [2.79, 2.68], [4.8, 2.81], [2.25, 5.81], [5.84, 2.16], [2.38, 3.66], [2.73, 7.85], [5.8, 3.65], [2.55, 10.79]]
epoch: 59
loss: 0.9999999918063696
dilation rates: [[1.29, 1.6], [1.46, 1.34], [1.31, 2.81], [2.82, 2.61], [2.84, 2.69], [4.72, 2.8], [2.32, 5.9], [5.93, 2.21], [2.43, 3.72], [2.78, 7.89], [5.87, 3.73], [2.55, 10.81]]
epoch: 60
loss: 0.9999999903604349
dilation rates: [[1.23, 1.57], [1.49, 1.54], [1.33, 2.75], [2.81, 2.56], [2.86, 2.76], [4.87, 2.78], [2.28, 5.93], [5.89, 2.13], [2.36, 3.64], [2.69, 7.87], [5.8, 3.66], [2.47, 10.77]]
epoch: 61
loss: 0.9999999926096667
dilation rates: [[1.3, 1.6], [1.53, 1.53], [1.2, 2.64], [2.7, 2.55], [2.8, 2.69], [4.78, 2.72], [2.29, 5.89], [5.85, 2.12], [2.41, 3.66], [2.63, 7.9], [5.74, 3.66], [2.47, 10.74]]
epoch: 62
loss: 0.9999999922883478
dilation rates: [[1.27, 1.49], [1.49, 1.42], [1.18, 2.7], [2.81, 2.54], [2.79, 2.73], [4.73, 2.77], [2.27, 5.81], [5.79, 2.17], [2.35, 3.69], [2.63, 7.86], [5.78, 3.7], [2.42, 10.72]]
epoch: 63
loss: 0.9999999918063696
dilation rates: [[1.35, 1.51], [1.53, 1.44], [1.16, 2.76], [2.78, 2.6], [2.83, 2.76], [4.85, 2.8], [2.34, 5.89], [5.86, 2.25], [2.43, 3.71], [2.66, 7.91], [5.79, 3.75], [2.54, 10.91]]
epoch: 64
loss: 0.999999991163732
dilation rates: [[1.4, 1.49], [1.48, 1.42], [1.31, 2.73], [2.77, 2.62], [2.84, 2.74], [4.85, 2.89], [2.32, 5.94], [5.87, 2.24], [2.47, 3.79], [2.67, 7.91], [5.81, 3.8], [2.49, 10.88]]
epoch: 65
loss: 0.9999999918063696
dilation rates: [[1.3, 1.5], [1.5, 1.36], [1.26, 2.79], [2.71, 2.51], [2.87, 2.69], [4.8, 2.81], [2.32, 5.9], [5.9, 2.12], [2.41, 3.77], [2.62, 7.85], [5.82, 3.74], [2.49, 10.83]]
epoch: 66
loss: 0.9999999922883478
dilation rates: [[1.32, 1.57], [1.47, 1.32], [1.21, 2.67], [2.7, 2.49], [2.78, 2.67], [4.87, 2.77], [2.32, 6.14], [5.9, 2.23], [2.36, 3.77], [2.62, 7.79], [5.79, 3.7], [2.43, 10.72]]
epoch: 67
loss: 0.9999999901997754
dilation rates: [[1.39, 1.51], [1.52, 1.35], [1.31, 2.8], [2.77, 2.56], [2.76, 2.73], [4.89, 2.79], [2.34, 6.38], [5.78, 2.21], [2.4, 3.78], [2.67, 7.83], [5.79, 3.8], [2.47, 10.92]]
epoch: 68
loss: 0.9999999926096667
dilation rates: [[1.39, 1.53], [1.47, 1.39], [1.23, 2.7], [2.66, 2.51], [2.74, 2.68], [4.74, 2.81], [2.37, 6.48], [5.74, 2.21], [2.39, 3.74], [2.6, 7.95], [5.76, 3.78], [2.55, 10.8]]
epoch: 69
loss: 0.9999999913243913
dilation rates: [[1.38, 1.57], [1.5, 1.44], [1.15, 2.8], [2.8, 2.61], [2.88, 2.76], [4.89, 2.82], [2.32, 6.68], [5.87, 2.2], [2.45, 3.76], [2.6, 8.22], [5.78, 3.76], [2.55, 11.42]]
epoch: 70
loss: 0.9999999926096667
dilation rates: [[1.5, 1.51], [1.68, 1.47], [1.3, 2.9], [2.85, 2.64], [2.8, 2.76], [4.9, 2.82], [2.33, 6.58], [5.88, 2.26], [2.47, 3.8], [2.68, 8.45], [5.85, 3.8], [2.57, 11.79]]
epoch: 71
loss: 0.9999999921276884
dilation rates: [[1.45, 1.58], [1.56, 1.43], [1.18, 2.87], [2.72, 2.55], [2.77, 2.69], [4.94, 2.83], [2.36, 6.68], [5.87, 2.25], [2.39, 3.78], [2.65, 8.56], [5.82, 3.81], [2.48, 11.76]]
epoch: 72
loss: 0.999999991163732
dilation rates: [[1.33, 1.51], [1.52, 1.36], [1.09, 2.76], [2.81, 2.58], [2.73, 2.7], [4.91, 2.79], [2.33, 6.72], [5.87, 2.2], [2.36, 3.79], [2.63, 8.59], [5.78, 3.81], [2.47, 11.67]]
epoch: 73
loss: 0.9999999927703261
dilation rates: [[1.4, 1.66], [1.55, 1.35], [1.3, 2.75], [2.78, 2.6], [2.77, 2.81], [4.82, 2.76], [2.36, 6.69], [5.85, 2.22], [2.38, 3.78], [2.55, 8.59], [5.73, 3.78], [2.56, 11.48]]
epoch: 74
loss: 0.9999999890751594
dilation rates: [[1.45, 1.52], [1.49, 1.37], [1.25, 2.84], [2.73, 2.61], [2.84, 2.72], [4.89, 2.74], [2.33, 6.77], [5.86, 2.18], [2.41, 3.86], [2.62, 8.7], [5.84, 3.84], [2.51, 11.77]]
IOU: [96.51, 76.91, 87.47, 36.15, 45.6, 48.36, 47.46, 60.2, 89.38, 53.1, 92.62, 61.83, 36.48, 88.22, 29.87, 60.7, 38.64, 8.56, 60.84]
mIOU: 58.89, mIOU_reduced: 61.86, accuracy: 93.18
epoch: 75
loss: 0.999999991967029
dilation rates: [[1.47, 1.55], [1.55, 1.3], [1.16, 2.74], [2.7, 2.56], [2.82, 2.76], [4.92, 2.83], [2.39, 6.77], [5.87, 2.24], [2.42, 3.9], [2.65, 8.75], [5.91, 3.88], [2.45, 11.65]]
epoch: 76
loss: 0.9999999918063696
dilation rates: [[1.54, 1.69], [1.59, 1.57], [1.24, 2.81], [2.84, 2.71], [2.78, 2.78], [4.84, 2.8], [2.41, 6.75], [5.87, 2.27], [2.43, 3.82], [2.67, 8.68], [5.85, 3.86], [2.55, 11.71]]
epoch: 77
loss: 0.9999999910030725
dilation rates: [[1.31, 1.46], [1.47, 1.4], [1.15, 2.81], [2.73, 2.55], [2.77, 2.72], [4.79, 2.74], [2.34, 6.75], [5.86, 2.2], [2.39, 3.84], [2.63, 8.67], [5.84, 3.88], [2.49, 11.65]]
epoch: 78
loss: 0.9999999932523044
dilation rates: [[1.37, 1.48], [1.48, 1.44], [1.19, 2.78], [2.8, 2.57], [2.76, 2.66], [4.81, 2.76], [2.33, 6.77], [5.84, 2.24], [2.39, 3.84], [2.63, 8.63], [5.82, 3.82], [2.49, 11.68]]
epoch: 79
loss: 0.9999999916457102
dilation rates: [[1.32, 1.46], [1.51, 1.48], [1.26, 2.78], [2.79, 2.52], [2.75, 2.66], [4.8, 2.74], [2.35, 6.71], [5.87, 2.22], [2.35, 3.83], [2.63, 8.63], [5.8, 3.8], [2.54, 11.63]]
epoch: 80
loss: 0.9999999924490073
dilation rates: [[1.38, 1.61], [1.42, 1.41], [1.18, 2.91], [2.82, 2.59], [2.74, 2.77], [4.89, 2.84], [2.4, 6.76], [5.87, 2.29], [2.47, 3.92], [2.69, 8.68], [5.8, 3.84], [2.54, 11.79]]
epoch: 81
loss: 0.9999999908424131
dilation rates: [[1.36, 1.51], [1.62, 1.4], [1.3, 2.85], [2.78, 2.62], [2.78, 2.76], [4.78, 2.78], [2.35, 6.78], [5.83, 2.24], [2.42, 3.9], [2.62, 8.73], [5.84, 3.78], [2.5, 11.67]]
epoch: 82
loss: 0.9999999913243913
dilation rates: [[1.37, 1.61], [1.54, 1.33], [1.34, 2.85], [2.83, 2.53], [2.76, 2.75], [4.81, 2.8], [2.4, 6.77], [5.86, 2.23], [2.42, 3.93], [2.64, 8.66], [5.83, 3.83], [2.53, 11.69]]
epoch: 83
loss: 0.9999999898784565
dilation rates: [[1.33, 1.45], [1.49, 1.37], [1.25, 2.88], [2.77, 2.57], [2.76, 2.7], [4.78, 2.84], [2.38, 6.83], [5.9, 2.26], [2.39, 3.9], [2.61, 8.78], [5.86, 3.8], [2.55, 11.77]]
epoch: 84
loss: 0.9999999924490073
dilation rates: [[1.39, 1.62], [1.53, 1.36], [1.26, 2.76], [2.76, 2.59], [2.82, 2.74], [4.83, 2.82], [2.42, 6.77], [5.86, 2.26], [2.38, 3.91], [2.61, 8.84], [5.87, 3.81], [2.53, 11.69]]
epoch: 85
loss: 0.9999999903604349
dilation rates: [[1.56, 1.63], [1.64, 1.53], [1.24, 2.82], [2.83, 2.71], [2.91, 2.81], [4.86, 2.76], [2.4, 6.83], [5.84, 2.23], [2.35, 3.94], [2.68, 8.69], [5.84, 3.86], [2.58, 11.69]]
epoch: 86
loss: 0.9999999913243913
dilation rates: [[1.38, 1.44], [1.45, 1.36], [1.23, 2.83], [2.9, 2.69], [2.81, 2.74], [4.88, 2.81], [2.29, 6.78], [5.78, 2.25], [2.39, 3.95], [2.6, 8.7], [5.81, 3.91], [2.6, 11.77]]
epoch: 87
loss: 0.9999999929309855
dilation rates: [[1.32, 1.49], [1.45, 1.41], [1.33, 2.72], [2.79, 2.49], [2.81, 2.75], [4.88, 2.78], [2.37, 6.84], [5.79, 2.28], [2.36, 3.87], [2.59, 8.74], [5.87, 3.95], [2.53, 11.66]]
epoch: 88
loss: 0.9999999921276884
dilation rates: [[1.36, 1.42], [1.47, 1.44], [1.21, 2.75], [2.78, 2.56], [2.75, 2.72], [4.83, 2.83], [2.33, 6.76], [5.85, 2.18], [2.39, 3.91], [2.61, 8.81], [5.88, 3.92], [2.49, 11.73]]
epoch: 89
loss: 0.9999999918063696
dilation rates: [[1.49, 1.59], [1.59, 1.4], [1.29, 2.83], [2.86, 2.6], [2.73, 2.77], [4.9, 2.81], [2.42, 6.76], [5.92, 2.24], [2.39, 3.95], [2.63, 8.76], [5.84, 3.95], [2.47, 11.68]]
epoch: 90
loss: 0.9999999906817536
dilation rates: [[1.39, 1.63], [1.39, 1.45], [1.25, 2.82], [2.84, 2.59], [2.74, 2.71], [4.93, 2.78], [2.28, 6.8], [5.89, 2.16], [2.38, 3.94], [2.6, 8.76], [5.84, 3.96], [2.49, 11.73]]
epoch: 91
loss: 0.9999999927703261
dilation rates: [[1.32, 1.51], [1.5, 1.45], [1.31, 2.65], [2.7, 2.59], [2.74, 2.73], [4.85, 2.83], [2.36, 6.78], [5.86, 2.17], [2.38, 4.1], [2.6, 8.8], [5.85, 3.9], [2.52, 11.78]]
epoch: 92
loss: 0.9999999910030725
dilation rates: [[1.4, 1.6], [1.53, 1.43], [1.16, 2.81], [2.69, 2.64], [2.74, 2.76], [4.8, 2.83], [2.33, 6.88], [5.93, 2.26], [2.34, 4.29], [2.61, 8.79], [5.86, 3.89], [2.56, 11.81]]
epoch: 93
loss: 0.9999999926096667
dilation rates: [[1.4, 1.41], [1.5, 1.46], [1.21, 2.74], [2.74, 2.58], [2.7, 2.76], [4.82, 2.73], [2.33, 6.87], [5.92, 2.28], [2.37, 4.34], [2.59, 8.74], [5.86, 3.92], [2.53, 11.83]]
epoch: 94
loss: 0.9999999914850507
dilation rates: [[1.42, 1.61], [1.52, 1.43], [1.28, 2.65], [2.65, 2.56], [2.72, 2.71], [4.82, 2.73], [2.24, 6.86], [5.85, 2.16], [2.35, 4.42], [2.56, 8.85], [5.83, 3.91], [2.51, 11.77]]
epoch: 95
loss: 0.9999999940556015
dilation rates: [[1.54, 1.56], [1.54, 1.45], [1.13, 2.91], [2.8, 2.61], [2.82, 2.77], [4.88, 2.86], [2.32, 6.93], [5.82, 2.24], [2.43, 4.49], [2.56, 8.8], [5.83, 3.88], [2.47, 11.74]]
epoch: 96
loss: 0.9999999924490073
dilation rates: [[1.33, 1.49], [1.52, 1.38], [1.16, 2.76], [2.76, 2.58], [2.79, 2.65], [4.8, 2.78], [2.39, 6.92], [5.82, 2.21], [2.45, 4.5], [2.6, 8.75], [5.79, 3.94], [2.54, 11.75]]
epoch: 97
loss: 0.9999999924490073
dilation rates: [[1.5, 1.61], [1.63, 1.35], [1.25, 2.75], [2.81, 2.45], [2.75, 2.63], [4.79, 2.82], [2.35, 6.9], [5.91, 2.26], [2.46, 4.52], [2.64, 8.85], [5.85, 4.22], [2.55, 11.68]]
epoch: 98
loss: 0.999999991967029
dilation rates: [[1.61, 1.76], [1.52, 1.4], [1.25, 2.88], [2.82, 2.49], [2.81, 2.62], [4.88, 2.76], [2.34, 6.86], [5.93, 2.19], [2.38, 4.49], [2.61, 8.8], [5.88, 4.43], [2.55, 11.74]]
epoch: 99
loss: 0.9999999927703261
dilation rates: [[1.58, 1.47], [1.54, 1.34], [1.22, 2.83], [2.85, 2.64], [2.76, 2.63], [4.82, 2.71], [2.37, 6.8], [5.91, 2.25], [2.35, 4.47], [2.53, 8.87], [5.86, 4.36], [2.5, 11.87]]
IOU: [96.78, 73.25, 87.97, 31.63, 39.18, 42.94, 46.16, 63.82, 88.65, 55.4, 92.73, 66.55, 46.28, 87.51, 4.01, 66.85, 35.39, 21.88, 51.78]
mIOU: 57.83, mIOU_reduced: 62.03, accuracy: 93.06
epoch: 100
loss: 0.9999999887538407
dilation rates: [[1.41, 1.59], [1.52, 1.5], [1.17, 2.81], [2.77, 2.64], [2.8, 2.66], [5.1, 2.82], [2.28, 6.89], [6.08, 2.28], [2.41, 4.49], [2.62, 8.87], [5.79, 4.42], [2.54, 11.78]]
epoch: 101
loss: 0.9999999905210942
dilation rates: [[1.3, 1.6], [1.59, 1.48], [1.3, 2.84], [2.85, 2.59], [2.82, 2.72], [5.32, 2.88], [2.38, 6.95], [6.43, 2.24], [2.41, 4.61], [2.65, 8.94], [5.9, 4.41], [2.47, 11.81]]
epoch: 102
loss: 0.9999999929309855
dilation rates: [[1.5, 1.55], [1.59, 1.35], [1.18, 2.84], [2.83, 2.66], [2.83, 2.72], [5.39, 2.82], [2.36, 6.8], [6.46, 2.24], [2.41, 4.52], [2.64, 8.82], [5.81, 4.43], [2.51, 11.69]]
epoch: 103
loss: 0.9999999921276884
dilation rates: [[1.47, 1.52], [1.53, 1.43], [1.27, 2.78], [2.91, 2.62], [2.81, 2.71], [5.42, 2.72], [2.36, 6.72], [6.51, 2.18], [2.38, 4.53], [2.6, 8.84], [5.83, 4.45], [2.53, 11.75]]
epoch: 104
loss: 0.9999999930916449
dilation rates: [[1.38, 1.63], [1.51, 1.41], [1.2, 2.77], [2.93, 2.49], [2.79, 2.7], [5.46, 2.78], [2.39, 6.8], [6.62, 2.27], [2.48, 4.52], [2.59, 8.88], [5.83, 4.42], [2.54, 11.74]]
epoch: 105
loss: 0.9999999914850507
dilation rates: [[1.49, 1.65], [1.45, 1.47], [1.14, 2.69], [2.79, 2.54], [2.76, 2.64], [5.38, 2.75], [2.33, 6.8], [6.61, 2.25], [2.42, 4.51], [2.62, 8.89], [5.84, 4.49], [2.49, 11.82]]
epoch: 106
loss: 0.9999999932523044
dilation rates: [[1.24, 1.45], [1.45, 1.38], [1.24, 2.74], [2.77, 2.67], [2.83, 2.77], [5.49, 2.83], [2.37, 6.88], [6.64, 2.2], [2.39, 4.58], [2.6, 8.84], [5.8, 4.49], [2.5, 11.74]]
epoch: 107
loss: 0.9999999927703261
dilation rates: [[1.46, 1.52], [1.46, 1.47], [1.33, 2.8], [2.85, 2.57], [2.81, 2.69], [5.49, 2.83], [2.4, 6.82], [6.62, 2.26], [2.35, 4.54], [2.54, 8.82], [5.77, 4.5], [2.59, 11.74]]
epoch: 108
loss: 0.9999999921276884
dilation rates: [[1.24, 1.55], [1.61, 1.45], [1.15, 2.85], [2.84, 2.56], [2.78, 2.64], [5.53, 2.78], [2.36, 6.76], [6.65, 2.24], [2.42, 4.54], [2.54, 8.75], [5.74, 4.51], [2.53, 11.76]]
epoch: 109
loss: 0.9999999913243913
dilation rates: [[1.39, 1.62], [1.5, 1.45], [1.34, 2.78], [2.83, 2.55], [2.77, 2.69], [5.47, 2.88], [2.31, 6.87], [6.73, 2.32], [2.46, 4.57], [2.59, 8.81], [5.78, 4.5], [2.53, 11.7]]
epoch: 110
loss: 0.9999999922883478
dilation rates: [[1.42, 1.51], [1.58, 1.42], [1.18, 2.74], [2.82, 2.58], [2.74, 2.65], [5.5, 2.87], [2.37, 6.85], [6.75, 2.26], [2.36, 4.58], [2.57, 8.82], [5.8, 4.49], [2.48, 11.72]]
epoch: 111
loss: 0.9999999927703261
dilation rates: [[1.39, 1.46], [1.51, 1.43], [1.14, 2.71], [2.73, 2.58], [2.72, 2.73], [5.54, 2.88], [2.37, 6.85], [6.75, 2.32], [2.43, 4.62], [2.58, 8.86], [5.79, 4.48], [2.52, 11.74]]
epoch: 112
loss: 0.999999990039116
dilation rates: [[1.58, 1.6], [1.47, 1.4], [1.21, 2.84], [2.82, 2.62], [2.75, 2.81], [5.48, 2.83], [2.38, 6.81], [6.78, 2.31], [2.45, 4.51], [2.63, 8.87], [5.73, 4.5], [2.54, 11.78]]
epoch: 113
loss: 0.9999999922883478
dilation rates: [[1.45, 1.51], [1.53, 1.49], [1.28, 2.87], [2.94, 2.64], [2.76, 2.82], [5.47, 2.89], [2.44, 6.83], [6.74, 2.25], [2.48, 4.64], [2.63, 8.82], [5.88, 4.59], [2.49, 11.74]]
epoch: 114
loss: 0.9999999926096667
dilation rates: [[1.39, 1.61], [1.58, 1.5], [1.15, 2.76], [3.22, 2.58], [2.81, 2.75], [5.55, 2.9], [2.34, 6.99], [6.78, 2.24], [2.39, 4.64], [2.62, 8.91], [5.77, 4.58], [2.53, 11.85]]
epoch: 115
loss: 0.9999999932523044
dilation rates: [[1.41, 1.54], [1.54, 1.43], [1.31, 2.87], [3.37, 2.53], [2.78, 2.76], [5.63, 2.86], [2.36, 6.94], [6.74, 2.21], [2.41, 4.69], [2.55, 8.86], [5.86, 4.59], [2.41, 11.84]]
epoch: 116
loss: 0.9999999922883478
dilation rates: [[1.34, 1.54], [1.55, 1.36], [1.16, 2.82], [3.5, 2.57], [2.7, 2.73], [5.57, 2.84], [2.4, 6.9], [6.71, 2.29], [2.42, 4.61], [2.62, 8.91], [5.81, 4.55], [2.55, 11.73]]
epoch: 117
loss: 0.9999999938949421
dilation rates: [[1.5, 1.52], [1.6, 1.46], [1.31, 2.77], [3.4, 2.49], [2.7, 2.69], [5.48, 2.78], [2.35, 6.87], [6.71, 2.34], [2.43, 4.57], [2.54, 8.87], [5.83, 4.62], [2.63, 11.68]]
epoch: 118
loss: 0.9999999922883478
dilation rates: [[1.58, 1.48], [1.49, 1.39], [1.27, 2.75], [3.43, 2.62], [2.66, 2.71], [5.57, 2.77], [2.33, 6.88], [6.72, 2.31], [2.37, 4.55], [2.59, 8.89], [5.81, 4.57], [2.52, 11.69]]
epoch: 119
loss: 0.999999990039116
dilation rates: [[1.31, 1.63], [1.47, 1.42], [1.22, 2.77], [3.49, 2.46], [2.79, 2.66], [5.58, 2.73], [2.28, 6.9], [6.71, 2.33], [2.4, 4.6], [2.6, 8.99], [5.83, 4.6], [2.48, 11.8]]
epoch: 120
loss: 0.9999999921276884
dilation rates: [[1.47, 1.57], [1.46, 1.39], [1.14, 2.76], [3.67, 2.57], [2.78, 2.68], [5.56, 2.78], [2.33, 6.84], [6.67, 2.2], [2.4, 4.61], [2.59, 8.84], [5.86, 4.57], [2.45, 11.68]]
epoch: 121
loss: 0.999999991967029
dilation rates: [[1.61, 1.41], [1.58, 1.48], [1.25, 2.71], [3.67, 2.53], [2.74, 2.7], [5.46, 2.78], [2.39, 6.82], [6.7, 2.2], [2.37, 4.59], [2.55, 8.83], [5.91, 4.53], [2.48, 11.74]]
epoch: 122
loss: 0.9999999932523044
dilation rates: [[1.35, 1.57], [1.46, 1.42], [1.28, 2.75], [3.62, 2.59], [2.71, 2.66], [5.56, 2.75], [2.38, 6.77], [6.73, 2.21], [2.45, 4.54], [2.55, 8.83], [5.79, 4.53], [2.49, 11.7]]
epoch: 123
loss: 0.9999999927703261
dilation rates: [[1.46, 1.56], [1.55, 1.33], [1.18, 2.74], [3.7, 2.6], [2.69, 2.52], [5.63, 2.78], [2.4, 6.83], [6.72, 2.2], [2.45, 4.56], [2.57, 8.9], [5.78, 4.57], [2.51, 11.71]]
epoch: 124
loss: 0.9999999927703261
dilation rates: [[1.41, 1.57], [1.47, 1.42], [1.15, 2.76], [3.67, 2.49], [2.79, 2.67], [5.61, 2.76], [2.41, 6.91], [6.77, 2.23], [2.46, 4.63], [2.57, 8.89], [5.86, 4.61], [2.49, 11.72]]
IOU: [97.35, 77.78, 88.84, 23.05, 42.82, 52.52, 43.45, 65.76, 89.93, 53.52, 93.26, 70.28, 47.22, 89.83, 30.67, 66.57, 45.31, 20.58, 61.78]
mIOU: 61.08, mIOU_reduced: 63.62, accuracy: 93.83
epoch: 125
loss: 0.9999999914850507
dilation rates: [[1.39, 1.51], [1.55, 1.5], [1.28, 2.73], [3.61, 2.64], [2.71, 2.68], [5.67, 2.78], [2.4, 6.84], [6.7, 2.31], [2.35, 4.54], [2.6, 8.89], [5.83, 4.62], [2.55, 11.72]]
epoch: 126
loss: 0.999999991163732
dilation rates: [[1.38, 1.7], [1.59, 1.47], [1.23, 2.81], [3.68, 2.64], [2.8, 2.73], [5.66, 2.82], [2.42, 6.88], [6.78, 2.23], [2.41, 4.65], [2.57, 9.23], [5.83, 4.68], [2.52, 11.81]]
epoch: 127
loss: 0.9999999924490073
dilation rates: [[1.25, 1.46], [1.42, 1.34], [1.21, 2.79], [3.72, 2.54], [2.69, 2.71], [5.64, 2.8], [2.4, 6.9], [6.79, 2.19], [2.42, 4.62], [2.6, 9.51], [5.78, 4.61], [2.5, 11.79]]
epoch: 128
loss: 0.9999999924490073
dilation rates: [[1.32, 1.4], [1.41, 1.4], [1.28, 2.68], [3.61, 2.56], [2.69, 2.6], [5.52, 2.69], [2.39, 6.77], [6.76, 2.23], [2.37, 4.6], [2.56, 9.56], [5.77, 4.62], [2.5, 11.65]]
epoch: 129
loss: 0.9999999927703261
dilation rates: [[1.35, 1.53], [1.56, 1.54], [1.28, 2.75], [3.64, 2.51], [2.8, 2.71], [5.57, 2.82], [2.43, 6.83], [6.81, 2.37], [2.44, 4.58], [2.53, 9.61], [5.72, 4.64], [2.53, 11.79]]
epoch: 130
loss: 0.9999999934129638
dilation rates: [[1.27, 1.58], [1.45, 1.35], [1.19, 2.7], [3.64, 2.55], [2.69, 2.66], [5.64, 2.8], [2.38, 6.88], [6.73, 2.28], [2.49, 4.69], [2.64, 9.62], [5.87, 4.66], [2.49, 11.74]]
epoch: 131
loss: 0.999999991967029
dilation rates: [[1.44, 1.61], [1.52, 1.45], [1.19, 2.73], [3.64, 2.57], [2.72, 2.64], [5.55, 2.81], [2.31, 6.84], [6.78, 2.22], [2.35, 4.61], [2.54, 9.63], [5.79, 4.6], [2.48, 11.74]]
epoch: 132
loss: 0.9999999927703261
dilation rates: [[1.41, 1.56], [1.5, 1.38], [1.29, 2.69], [3.72, 2.56], [2.77, 2.71], [5.61, 2.74], [2.4, 6.9], [6.83, 2.25], [2.48, 4.63], [2.55, 9.64], [5.81, 4.58], [2.51, 11.76]]
epoch: 133
loss: 0.9999999937342826
dilation rates: [[1.4, 1.58], [1.55, 1.38], [1.25, 2.72], [3.66, 2.61], [2.73, 2.78], [5.54, 2.79], [2.37, 6.67], [6.81, 2.24], [2.43, 4.61], [2.55, 9.48], [5.82, 4.66], [2.52, 11.78]]
epoch: 134
loss: 0.9999999905210942
dilation rates: [[1.34, 1.61], [1.48, 1.44], [1.21, 2.77], [3.84, 2.61], [2.78, 2.67], [5.58, 2.82], [2.37, 6.85], [6.77, 2.24], [2.41, 4.65], [2.62, 9.63], [5.84, 4.67], [2.54, 11.81]]
epoch: 135
loss: 0.9999999921276884
dilation rates: [[1.56, 1.58], [1.48, 1.4], [1.34, 2.75], [3.71, 2.5], [2.87, 2.83], [5.63, 2.8], [2.44, 6.9], [6.8, 2.28], [2.39, 4.74], [2.54, 9.71], [5.83, 4.74], [2.54, 11.8]]
epoch: 136
loss: 0.9999999906817536
dilation rates: [[1.37, 1.52], [1.51, 1.38], [1.2, 2.8], [3.72, 2.59], [2.87, 2.75], [5.62, 2.83], [2.42, 6.88], [6.65, 2.2], [2.47, 4.7], [2.53, 9.64], [5.78, 4.66], [2.48, 11.76]]
epoch: 137
loss: 0.9999999921276884
dilation rates: [[1.49, 1.54], [1.44, 1.35], [1.12, 2.7], [3.64, 2.51], [2.77, 2.64], [5.56, 2.72], [2.36, 6.77], [6.67, 2.26], [2.37, 4.63], [2.55, 9.49], [5.74, 4.56], [2.43, 11.59]]
epoch: 138
loss: 0.9999999924490073
dilation rates: [[1.42, 1.55], [1.5, 1.35], [1.14, 2.76], [3.68, 2.55], [2.78, 2.59], [5.58, 2.75], [2.33, 6.79], [6.82, 2.25], [2.33, 4.58], [2.54, 9.54], [5.76, 4.55], [2.49, 11.58]]
epoch: 139
loss: 0.9999999913243913
dilation rates: [[1.45, 1.51], [1.51, 1.43], [1.36, 2.77], [3.7, 2.63], [2.76, 2.65], [5.56, 2.77], [2.35, 6.84], [6.89, 2.31], [2.51, 4.63], [2.59, 9.6], [5.75, 4.53], [2.53, 11.74]]
epoch: 140
loss: 0.9999999929309855
dilation rates: [[1.43, 1.59], [1.56, 1.46], [1.17, 2.83], [3.62, 2.63], [2.79, 2.58], [5.62, 2.78], [2.43, 6.82], [6.86, 2.25], [2.37, 4.69], [2.56, 9.55], [5.84, 4.61], [2.52, 11.74]]
epoch: 141
loss: 0.9999999921276884
dilation rates: [[1.47, 1.55], [1.48, 1.36], [1.17, 2.8], [3.74, 2.57], [2.75, 2.66], [5.67, 2.77], [2.38, 6.84], [6.8, 2.28], [2.46, 4.71], [2.54, 9.6], [5.8, 4.6], [2.51, 11.78]]
epoch: 142
loss: 0.9999999934129638
dilation rates: [[1.53, 1.45], [1.48, 1.4], [1.21, 2.67], [3.78, 2.54], [2.67, 2.68], [5.54, 2.74], [2.34, 6.83], [6.81, 2.28], [2.43, 4.66], [2.51, 9.63], [5.77, 4.53], [2.57, 11.76]]
epoch: 143
loss: 0.9999999922883478
dilation rates: [[1.54, 1.45], [1.48, 1.45], [1.24, 2.65], [3.64, 2.41], [2.75, 2.64], [5.65, 2.76], [2.35, 6.89], [6.72, 2.21], [2.34, 4.64], [2.53, 9.68], [5.72, 4.68], [2.49, 11.73]]
epoch: 144
loss: 0.9999999910030725
dilation rates: [[1.54, 1.59], [1.53, 1.5], [1.18, 2.73], [3.81, 2.62], [2.78, 2.71], [5.57, 2.84], [2.42, 6.8], [6.72, 2.29], [2.45, 4.62], [2.52, 9.77], [5.78, 4.69], [2.51, 11.67]]
epoch: 145
loss: 0.9999999926096667
dilation rates: [[1.39, 1.48], [1.46, 1.38], [1.19, 2.74], [3.86, 2.51], [2.71, 2.69], [5.56, 2.73], [2.39, 6.83], [6.69, 2.23], [2.44, 4.64], [2.44, 9.66], [5.81, 4.63], [2.48, 11.63]]
epoch: 146
loss: 0.9999999937342826
dilation rates: [[1.36, 1.52], [1.35, 1.48], [1.23, 2.7], [3.72, 2.6], [2.75, 2.73], [5.53, 2.76], [2.38, 6.84], [6.76, 2.3], [2.47, 4.62], [2.54, 9.62], [5.75, 4.61], [2.51, 11.73]]
epoch: 147
loss: 0.9999999910030725
dilation rates: [[1.57, 1.71], [1.41, 1.42], [1.27, 2.72], [3.76, 2.63], [2.78, 2.74], [5.61, 2.8], [2.36, 6.9], [6.81, 2.27], [2.38, 4.67], [2.56, 9.67], [5.81, 4.66], [2.46, 11.76]]
epoch: 148
loss: 0.999999991967029
dilation rates: [[1.42, 1.66], [1.56, 1.47], [1.12, 2.74], [3.8, 2.53], [2.82, 2.67], [5.67, 2.81], [2.35, 6.85], [6.85, 2.36], [2.46, 4.61], [2.6, 9.66], [5.81, 4.65], [2.57, 11.71]]
epoch: 149
loss: 0.999999991967029
dilation rates: [[1.48, 1.58], [1.6, 1.37], [1.22, 2.75], [3.76, 2.57], [2.72, 2.71], [5.69, 2.76], [2.4, 6.88], [6.78, 2.23], [2.44, 4.65], [2.5, 9.65], [5.79, 4.67], [2.56, 11.74]]
IOU: [97.32, 77.63, 89.86, 33.47, 46.56, 51.95, 51.18, 68.07, 90.49, 55.35, 93.61, 72.78, 47.11, 91.5, 56.04, 67.98, 58.12, 40.93, 66.98]
mIOU: 66.16, mIOU_reduced: 67.18, accuracy: 94.3
epoch: 150
loss: 0.9999999921276884
dilation rates: [[1.34, 1.45], [1.55, 1.37], [1.08, 2.79], [3.81, 2.6], [2.78, 2.65], [5.65, 2.74], [2.36, 6.87], [6.89, 2.25], [2.42, 4.63], [2.52, 9.68], [5.8, 4.69], [2.52, 11.79]]
epoch: 151
loss: 0.9999999934129638
dilation rates: [[1.31, 1.72], [1.42, 1.46], [1.19, 2.72], [3.82, 2.61], [2.72, 2.63], [5.66, 2.67], [2.32, 6.82], [6.79, 2.29], [2.42, 4.65], [2.53, 9.7], [5.77, 4.67], [2.49, 11.8]]
epoch: 152
loss: 0.9999999921276884
dilation rates: [[1.51, 1.65], [1.54, 1.48], [1.24, 2.59], [3.82, 2.57], [2.73, 2.62], [5.63, 2.82], [2.45, 6.77], [6.8, 2.31], [2.45, 4.7], [2.52, 9.72], [5.75, 4.72], [2.51, 11.69]]
epoch: 153
loss: 0.9999999913243913
dilation rates: [[1.32, 1.38], [1.46, 1.41], [1.21, 2.79], [3.7, 2.62], [2.69, 2.61], [5.58, 2.76], [2.37, 6.91], [6.91, 2.36], [2.35, 4.66], [2.52, 9.79], [5.79, 4.7], [2.48, 11.72]]
epoch: 154
loss: 0.9999999937342826
dilation rates: [[1.42, 1.53], [1.58, 1.34], [1.17, 2.75], [3.78, 2.61], [2.69, 2.67], [5.62, 2.81], [2.37, 6.83], [6.8, 2.18], [2.44, 4.6], [2.5, 9.77], [5.79, 4.6], [2.47, 11.69]]
epoch: 155
loss: 0.9999999926096667
dilation rates: [[1.4, 1.58], [1.39, 1.44], [1.21, 2.7], [3.78, 2.6], [2.76, 2.67], [5.65, 2.72], [2.39, 6.81], [6.78, 2.32], [2.37, 4.67], [2.51, 9.69], [5.71, 4.61], [2.43, 11.65]]
epoch: 156
loss: 0.9999999910030725
dilation rates: [[1.5, 1.69], [1.5, 1.42], [1.29, 2.73], [3.73, 2.64], [2.69, 2.61], [5.61, 2.73], [2.37, 6.86], [6.82, 2.33], [2.41, 4.67], [2.51, 9.62], [5.79, 4.66], [2.56, 11.65]]
epoch: 157
loss: 0.9999999943769203
dilation rates: [[1.35, 1.6], [1.48, 1.34], [1.18, 2.84], [3.83, 2.58], [2.73, 2.65], [5.63, 2.73], [2.4, 6.83], [6.87, 2.28], [2.42, 4.72], [2.53, 9.62], [5.82, 4.66], [2.49, 11.66]]
epoch: 158
loss: 0.9999999929309855
dilation rates: [[1.49, 1.56], [1.44, 1.34], [1.18, 2.8], [3.88, 2.55], [2.76, 2.7], [5.64, 2.71], [2.39, 6.86], [6.76, 2.3], [2.51, 4.66], [2.55, 9.67], [5.83, 4.67], [2.48, 11.7]]
epoch: 159
loss: 0.9999999916457102
dilation rates: [[1.42, 1.54], [1.54, 1.48], [1.17, 2.77], [3.79, 2.59], [2.73, 2.69], [5.65, 2.74], [2.35, 6.87], [6.69, 2.26], [2.45, 4.67], [2.45, 9.61], [5.77, 4.63], [2.5, 11.69]]
epoch: 160
loss: 0.9999999922883478
dilation rates: [[1.24, 1.46], [1.42, 1.4], [1.13, 2.78], [3.8, 2.58], [2.71, 2.66], [5.67, 2.73], [2.44, 6.92], [6.74, 2.28], [2.44, 4.64], [2.52, 9.65], [5.81, 4.65], [2.46, 11.7]]
epoch: 161
loss: 0.9999999932523044
dilation rates: [[1.51, 1.65], [1.4, 1.43], [1.14, 2.68], [3.72, 2.56], [2.65, 2.65], [5.63, 2.68], [2.45, 6.79], [6.71, 2.25], [2.38, 4.58], [2.48, 9.7], [5.74, 4.56], [2.45, 11.68]]
epoch: 162
loss: 0.999999991967029
dilation rates: [[1.44, 1.55], [1.4, 1.49], [1.19, 2.72], [3.81, 2.63], [2.7, 2.75], [5.71, 2.71], [2.38, 6.84], [6.82, 2.26], [2.39, 4.62], [2.5, 9.7], [5.8, 4.62], [2.47, 11.74]]
epoch: 163
loss: 0.9999999937342826
dilation rates: [[1.37, 1.49], [1.42, 1.33], [1.22, 2.72], [3.82, 2.49], [2.76, 2.68], [5.62, 2.65], [2.35, 6.86], [6.87, 2.2], [2.38, 4.63], [2.54, 9.74], [5.77, 4.67], [2.51, 11.66]]
epoch: 164
loss: 0.9999999921276884
dilation rates: [[1.35, 1.6], [1.49, 1.33], [1.21, 2.78], [3.9, 2.64], [2.78, 2.65], [5.7, 2.74], [2.39, 6.78], [6.85, 2.25], [2.41, 4.68], [2.52, 9.73], [5.71, 4.69], [2.44, 11.64]]
epoch: 165
loss: 0.9999999901997754
dilation rates: [[1.45, 1.47], [1.5, 1.31], [1.19, 2.77], [3.89, 2.61], [2.71, 2.7], [5.64, 2.75], [2.47, 6.9], [6.8, 2.27], [2.42, 4.68], [2.53, 9.69], [5.74, 4.63], [2.58, 11.73]]
epoch: 166
loss: 0.9999999940556015
dilation rates: [[1.51, 1.56], [1.51, 1.48], [1.09, 2.7], [3.84, 2.64], [2.73, 2.64], [5.66, 2.73], [2.48, 6.94], [6.86, 2.23], [2.46, 4.64], [2.55, 9.78], [5.79, 4.7], [2.44, 11.71]]
epoch: 167
loss: 0.9999999913243913
dilation rates: [[1.45, 1.6], [1.5, 1.31], [1.26, 2.71], [3.88, 2.59], [2.75, 2.67], [5.78, 2.78], [2.38, 6.83], [6.78, 2.27], [2.35, 4.69], [2.52, 9.69], [5.84, 4.72], [2.49, 11.75]]
epoch: 168
loss: 0.9999999903604349
dilation rates: [[1.41, 1.61], [1.54, 1.39], [1.16, 2.7], [3.79, 2.48], [2.73, 2.63], [5.74, 2.76], [2.47, 6.78], [6.85, 2.34], [2.44, 4.7], [2.59, 9.69], [5.85, 4.67], [2.44, 11.7]]
epoch: 169
loss: 0.9999999916457102
dilation rates: [[1.37, 1.62], [1.41, 1.48], [1.21, 2.69], [3.86, 2.58], [2.86, 2.67], [5.73, 2.77], [2.36, 6.81], [6.84, 2.32], [2.44, 4.69], [2.49, 9.69], [5.87, 4.78], [2.48, 11.71]]
epoch: 170
loss: 0.9999999924490073
dilation rates: [[1.54, 1.62], [1.55, 1.4], [1.37, 2.82], [3.92, 2.55], [2.73, 2.8], [5.71, 2.74], [2.4, 6.83], [6.69, 2.36], [2.49, 4.67], [2.59, 9.71], [5.84, 4.65], [2.54, 11.71]]
epoch: 171
loss: 0.9999999930916449
dilation rates: [[1.52, 1.61], [1.54, 1.51], [1.16, 2.71], [3.85, 2.65], [2.73, 2.74], [5.67, 2.75], [2.42, 6.81], [6.75, 2.2], [2.46, 4.67], [2.44, 9.74], [5.82, 4.64], [2.51, 11.8]]
epoch: 172
loss: 0.9999999916457102
dilation rates: [[1.39, 1.7], [1.54, 1.45], [1.21, 2.82], [3.74, 2.63], [2.7, 2.7], [5.58, 2.72], [2.51, 6.77], [6.76, 2.39], [2.48, 4.67], [2.55, 9.71], [5.79, 4.67], [2.59, 11.63]]
epoch: 173
loss: 0.9999999926096667
dilation rates: [[1.43, 1.53], [1.51, 1.51], [1.29, 2.71], [3.87, 2.62], [2.75, 2.76], [5.68, 2.71], [2.36, 6.89], [6.81, 2.29], [2.44, 4.64], [2.49, 9.59], [5.82, 4.7], [2.44, 11.7]]
epoch: 174
loss: 0.9999999918063696
dilation rates: [[1.33, 1.6], [1.46, 1.45], [1.22, 2.82], [3.93, 2.58], [2.75, 2.77], [5.71, 2.72], [2.33, 6.77], [6.82, 2.38], [2.42, 4.67], [2.55, 9.75], [5.84, 4.73], [2.57, 11.74]]
IOU: [97.18, 77.32, 86.51, 41.32, 29.4, 48.05, 40.28, 57.64, 85.02, 43.82, 94.23, 67.79, 48.48, 87.07, 49.23, 36.44, 43.26, 22.78, 62.28]
mIOU: 58.85, mIOU_reduced: 61.82, accuracy: 92.38
epoch: 175
loss: 0.9999999935736232
dilation rates: [[1.42, 1.6], [1.56, 1.34], [1.05, 2.73], [3.91, 2.53], [2.72, 2.7], [5.74, 2.8], [2.4, 6.76], [6.74, 2.34], [2.44, 4.65], [2.56, 9.87], [5.94, 4.75], [2.59, 11.76]]
epoch: 176
loss: 0.9999999948588986
dilation rates: [[1.45, 1.54], [1.45, 1.35], [1.13, 2.8], [3.82, 2.53], [2.74, 2.73], [5.86, 2.76], [2.44, 6.77], [6.87, 2.33], [2.45, 4.69], [2.58, 9.74], [5.88, 4.73], [2.55, 11.67]]
epoch: 177
loss: 0.9999999927703261
dilation rates: [[1.54, 1.6], [1.54, 1.38], [1.18, 2.74], [3.84, 2.59], [2.8, 2.74], [5.69, 2.75], [2.36, 6.89], [6.85, 2.35], [2.5, 4.79], [2.57, 9.78], [5.9, 4.71], [2.55, 11.77]]
epoch: 178
loss: 0.9999999940556015
dilation rates: [[1.48, 1.55], [1.49, 1.45], [1.29, 2.81], [3.89, 2.71], [2.92, 2.7], [5.61, 2.77], [2.48, 6.76], [6.72, 2.35], [2.54, 4.72], [2.61, 9.76], [5.93, 4.74], [2.49, 11.79]]
epoch: 179
loss: 0.9999999922883478
dilation rates: [[1.47, 1.49], [1.48, 1.39], [1.12, 2.77], [3.93, 2.53], [2.72, 2.73], [5.62, 2.73], [2.45, 6.79], [6.68, 2.26], [2.46, 4.61], [2.56, 9.72], [5.77, 4.63], [2.44, 11.69]]
epoch: 180
loss: 0.9999999906817536
dilation rates: [[1.43, 1.68], [1.42, 1.44], [1.24, 2.74], [3.8, 2.49], [2.77, 2.64], [5.66, 2.71], [2.33, 6.76], [6.78, 2.26], [2.45, 4.61], [2.4, 9.69], [5.73, 4.62], [2.42, 11.75]]
epoch: 181
loss: 0.999999991967029
dilation rates: [[1.48, 1.65], [1.44, 1.33], [1.12, 2.67], [3.69, 2.55], [2.7, 2.66], [5.57, 2.73], [2.36, 6.74], [6.87, 2.24], [2.41, 4.61], [2.46, 9.66], [5.72, 4.6], [2.38, 11.65]]
epoch: 182
loss: 0.9999999921276884
dilation rates: [[1.57, 1.6], [1.5, 1.42], [1.27, 2.68], [3.85, 2.6], [2.63, 2.63], [5.62, 2.75], [2.51, 6.87], [6.84, 2.27], [2.37, 4.66], [2.68, 9.76], [5.83, 4.7], [2.57, 11.71]]
epoch: 183
loss: 0.999999991967029
dilation rates: [[1.53, 1.56], [1.56, 1.46], [1.21, 2.69], [3.79, 2.62], [2.74, 2.71], [5.63, 2.74], [2.45, 6.8], [6.87, 2.31], [2.41, 4.68], [2.62, 9.71], [5.81, 4.74], [2.52, 11.71]]
epoch: 184
loss: 0.9999999930916449
dilation rates: [[1.53, 1.66], [1.5, 1.52], [1.28, 2.83], [3.86, 2.61], [2.72, 2.81], [5.61, 2.77], [2.44, 6.87], [6.88, 2.38], [2.49, 4.67], [2.53, 9.74], [5.75, 4.63], [2.54, 11.76]]
epoch: 185
loss: 0.9999999943769203
dilation rates: [[1.49, 1.49], [1.41, 1.39], [1.28, 2.76], [3.75, 2.59], [2.76, 2.74], [5.61, 2.7], [2.4, 6.76], [6.78, 2.27], [2.46, 4.6], [2.55, 9.62], [5.76, 4.66], [2.49, 11.63]]
epoch: 186
loss: 0.9999999937342826
dilation rates: [[1.32, 1.58], [1.39, 1.36], [1.13, 2.68], [3.78, 2.59], [2.72, 2.7], [5.66, 2.75], [2.36, 6.81], [6.84, 2.24], [2.4, 4.58], [2.53, 9.66], [5.83, 4.68], [2.5, 11.73]]
epoch: 187
loss: 0.999999991967029
dilation rates: [[1.43, 1.44], [1.54, 1.33], [1.19, 2.84], [3.82, 2.55], [2.75, 2.68], [5.75, 2.76], [2.41, 6.85], [6.92, 2.39], [2.36, 4.67], [2.54, 9.78], [5.79, 4.75], [2.53, 11.82]]
epoch: 188
loss: 0.999999991967029
dilation rates: [[1.44, 1.53], [1.52, 1.31], [1.15, 2.74], [3.93, 2.62], [2.77, 2.69], [5.74, 2.8], [2.4, 6.82], [6.86, 2.31], [2.48, 4.78], [2.59, 9.66], [5.77, 4.7], [2.5, 11.67]]
epoch: 189
loss: 0.9999999929309855
dilation rates: [[1.33, 1.64], [1.42, 1.42], [1.28, 2.72], [3.8, 2.51], [2.8, 2.59], [5.65, 2.73], [2.34, 6.9], [6.84, 2.3], [2.34, 4.8], [2.59, 9.68], [5.81, 4.68], [2.58, 11.69]]
epoch: 190
loss: 0.9999999924490073
dilation rates: [[1.52, 1.6], [1.48, 1.54], [1.15, 2.82], [3.78, 2.53], [2.71, 2.66], [5.64, 2.65], [2.42, 6.83], [6.85, 2.2], [2.4, 4.74], [2.5, 9.73], [5.8, 4.65], [2.44, 11.69]]
epoch: 191
loss: 0.9999999932523044
dilation rates: [[1.43, 1.69], [1.51, 1.44], [1.26, 2.74], [3.76, 2.49], [2.6, 2.66], [5.67, 2.6], [2.45, 6.86], [6.82, 2.24], [2.47, 4.63], [2.48, 9.8], [5.8, 4.65], [2.45, 11.69]]
epoch: 192
loss: 0.9999999921276884
dilation rates: [[1.5, 1.61], [1.53, 1.62], [1.24, 2.71], [3.74, 2.51], [2.6, 2.68], [5.66, 2.65], [2.43, 6.83], [6.77, 2.3], [2.43, 4.61], [2.51, 9.77], [5.75, 4.68], [2.53, 11.76]]
epoch: 193
loss: 0.9999999914850507
dilation rates: [[1.47, 1.59], [1.5, 1.49], [1.24, 2.78], [3.79, 2.62], [2.72, 2.86], [5.68, 2.72], [2.42, 6.77], [6.72, 2.35], [2.51, 4.7], [2.63, 9.69], [5.83, 4.66], [2.45, 11.74]]
epoch: 194
loss: 0.9999999910030725
dilation rates: [[1.42, 1.67], [1.45, 1.42], [1.18, 2.77], [3.83, 2.58], [2.59, 2.72], [5.65, 2.69], [2.37, 6.75], [6.73, 2.42], [2.43, 4.7], [2.55, 9.72], [5.76, 4.67], [2.48, 11.75]]
epoch: 195
loss: 0.9999999926096667
dilation rates: [[1.68, 1.6], [1.47, 1.5], [1.26, 2.72], [3.91, 2.59], [2.7, 2.67], [5.65, 2.66], [2.5, 6.84], [6.81, 2.3], [2.32, 4.63], [2.56, 9.81], [5.82, 4.68], [2.58, 11.75]]
epoch: 196
loss: 0.9999999935736232
dilation rates: [[1.35, 1.67], [1.49, 1.5], [1.21, 2.76], [4.29, 2.62], [2.7, 2.7], [5.74, 2.72], [2.42, 6.84], [6.79, 2.3], [2.34, 4.56], [2.61, 9.8], [5.85, 4.64], [2.45, 11.7]]
epoch: 197
loss: 0.9999999922883478
dilation rates: [[1.4, 1.59], [1.5, 1.45], [1.23, 2.69], [4.23, 2.54], [2.63, 2.61], [5.66, 2.72], [2.46, 6.83], [6.76, 2.31], [2.42, 4.61], [2.49, 9.71], [5.77, 4.66], [2.5, 11.66]]
epoch: 198
loss: 0.9999999929309855
dilation rates: [[1.38, 1.59], [1.48, 1.47], [1.13, 2.64], [4.4, 2.58], [2.63, 2.59], [5.61, 2.62], [2.42, 6.86], [6.77, 2.28], [2.37, 4.51], [2.55, 9.69], [5.64, 4.62], [2.41, 11.57]]
epoch: 199
loss: 0.9999999914850507
dilation rates: [[1.32, 1.72], [1.41, 1.41], [1.16, 2.76], [4.33, 2.63], [2.63, 2.61], [5.76, 2.67], [2.44, 6.89], [6.78, 2.36], [2.39, 4.61], [2.54, 9.67], [5.77, 4.61], [2.52, 11.7]]
IOU: [97.41, 79.41, 90.18, 51.53, 47.53, 55.67, 57.05, 69.49, 90.9, 56.98, 93.55, 73.78, 52.49, 91.68, 60.63, 67.78, 64.94, 30.11, 63.59]
mIOU: 68.14, mIOU_reduced: 68.83, accuracy: 94.63
epoch: 200
loss: 0.9999999918063696
dilation rates: [[1.51, 1.53], [1.53, 1.43], [1.23, 2.73], [4.43, 2.6], [2.62, 2.58], [5.53, 2.67], [2.37, 6.76], [6.75, 2.29], [2.37, 4.64], [2.52, 9.74], [5.8, 4.67], [2.48, 11.69]]
epoch: 201
loss: 0.9999999910030725
dilation rates: [[1.61, 1.46], [1.4, 1.37], [1.25, 2.66], [4.33, 2.62], [2.67, 2.65], [5.58, 2.65], [2.51, 6.84], [6.81, 2.4], [2.42, 4.69], [2.56, 9.79], [5.86, 4.71], [2.5, 11.7]]
epoch: 202
loss: 0.9999999918063696
dilation rates: [[1.49, 1.68], [1.59, 1.49], [1.26, 2.85], [4.36, 2.72], [2.76, 2.68], [5.69, 2.69], [2.49, 7.11], [6.95, 2.41], [2.57, 4.69], [2.58, 9.83], [5.88, 4.74], [2.54, 11.79]]
epoch: 203
loss: 0.9999999918063696
dilation rates: [[1.54, 1.59], [1.48, 1.52], [1.08, 2.71], [4.38, 2.49], [2.69, 2.76], [5.68, 2.69], [2.37, 7.52], [6.87, 2.32], [2.47, 4.72], [2.57, 9.78], [5.8, 4.75], [2.53, 11.7]]
epoch: 204
loss: 0.9999999927703261
dilation rates: [[1.42, 1.58], [1.55, 1.47], [1.2, 2.86], [4.38, 2.63], [2.72, 2.78], [5.58, 2.74], [2.35, 7.63], [6.87, 2.3], [2.44, 4.69], [2.55, 9.74], [5.87, 4.73], [2.51, 11.73]]
epoch: 205
loss: 0.9999999926096667
dilation rates: [[1.4, 1.57], [1.52, 1.52], [1.25, 2.84], [4.51, 2.59], [2.71, 2.7], [5.71, 2.81], [2.55, 7.69], [6.8, 2.32], [2.43, 4.78], [2.57, 9.68], [5.86, 4.68], [2.43, 11.7]]
epoch: 206
loss: 0.9999999935736232
dilation rates: [[1.35, 1.61], [1.57, 1.46], [1.32, 2.7], [4.46, 2.62], [2.73, 2.77], [5.66, 2.71], [2.39, 7.57], [6.78, 2.28], [2.46, 4.65], [2.58, 9.6], [5.81, 4.63], [2.47, 11.64]]
epoch: 207
loss: 0.9999999916457102
dilation rates: [[1.39, 1.63], [1.52, 1.44], [1.25, 2.79], [4.44, 2.49], [2.7, 2.71], [5.65, 2.71], [2.49, 7.57], [6.82, 2.32], [2.44, 4.65], [2.47, 9.7], [5.76, 4.65], [2.43, 11.75]]
epoch: 208
loss: 0.9999999918063696
dilation rates: [[1.31, 1.55], [1.5, 1.38], [1.08, 2.8], [4.43, 2.54], [2.65, 2.65], [5.62, 2.7], [2.36, 7.58], [6.9, 2.27], [2.32, 4.65], [2.5, 9.78], [5.69, 4.58], [2.4, 11.74]]
epoch: 209
loss: 0.9999999943769203
dilation rates: [[1.57, 1.5], [1.53, 1.51], [1.31, 2.78], [4.54, 2.63], [2.64, 2.68], [5.6, 2.75], [2.45, 7.51], [6.8, 2.37], [2.52, 4.62], [2.5, 9.68], [5.73, 4.67], [2.53, 11.62]]
epoch: 210
loss: 0.9999999927703261
dilation rates: [[1.44, 1.63], [1.47, 1.38], [1.12, 2.72], [4.47, 2.62], [2.61, 2.57], [5.57, 2.7], [2.44, 7.56], [6.78, 2.29], [2.37, 4.59], [2.47, 9.74], [5.77, 4.64], [2.47, 11.67]]
epoch: 211
loss: 0.9999999927703261
dilation rates: [[1.34, 1.51], [1.51, 1.45], [1.2, 2.74], [4.54, 2.56], [2.64, 2.61], [5.61, 2.71], [2.43, 7.7], [6.72, 2.28], [2.39, 4.63], [2.5, 9.7], [5.65, 4.58], [2.46, 11.62]]
epoch: 212
loss: 0.9999999921276884
dilation rates: [[1.46, 1.54], [1.48, 1.49], [1.27, 2.68], [4.48, 2.55], [2.63, 2.65], [5.68, 2.69], [2.38, 7.77], [6.74, 2.3], [2.48, 4.68], [2.59, 9.76], [5.75, 4.61], [2.54, 11.65]]
epoch: 213
loss: 0.9999999918063696
dilation rates: [[1.46, 1.5], [1.49, 1.45], [1.17, 2.69], [4.5, 2.59], [2.56, 2.69], [5.63, 2.66], [2.49, 7.73], [6.83, 2.38], [2.52, 4.64], [2.61, 9.79], [5.75, 4.72], [2.56, 11.75]]
epoch: 214
loss: 0.9999999930916449
dilation rates: [[1.44, 1.59], [1.53, 1.35], [1.21, 2.75], [4.52, 2.6], [2.65, 2.67], [5.64, 2.71], [2.41, 7.71], [6.81, 2.27], [2.54, 4.69], [2.53, 9.74], [5.82, 4.72], [2.49, 11.7]]
epoch: 215
loss: 0.9999999929309855
dilation rates: [[1.52, 1.55], [1.46, 1.43], [1.16, 2.76], [4.49, 2.52], [2.65, 2.66], [5.78, 2.69], [2.44, 7.7], [6.84, 2.38], [2.44, 4.67], [2.54, 9.75], [5.8, 4.6], [2.58, 11.71]]
epoch: 216
loss: 0.9999999927703261
dilation rates: [[1.46, 1.57], [1.41, 1.48], [1.22, 2.76], [4.41, 2.54], [2.64, 2.61], [5.61, 2.62], [2.42, 7.63], [6.86, 2.3], [2.37, 4.64], [2.43, 9.62], [5.75, 4.57], [2.47, 11.61]]
epoch: 217
loss: 0.9999999927703261
dilation rates: [[1.53, 1.5], [1.51, 1.38], [1.16, 2.79], [4.54, 2.55], [2.76, 2.76], [5.72, 2.79], [2.51, 7.67], [6.85, 2.34], [2.47, 4.73], [2.53, 9.85], [5.78, 4.7], [2.5, 11.73]]
epoch: 218
loss: 0.9999999918063696
dilation rates: [[1.46, 1.51], [1.44, 1.46], [1.28, 2.74], [4.53, 2.69], [2.67, 2.71], [5.69, 2.64], [2.46, 7.62], [6.79, 2.3], [2.4, 4.67], [2.52, 9.81], [5.78, 4.64], [2.46, 11.71]]
epoch: 219
loss: 0.9999999937342826
dilation rates: [[1.42, 1.56], [1.55, 1.41], [1.13, 2.78], [4.45, 2.56], [2.63, 2.69], [5.6, 2.65], [2.44, 7.72], [6.74, 2.13], [2.45, 4.72], [2.48, 9.74], [5.74, 4.68], [2.43, 11.66]]
epoch: 220
loss: 0.9999999929309855
dilation rates: [[1.44, 1.5], [1.43, 1.37], [1.13, 2.85], [4.52, 2.61], [2.64, 2.67], [5.68, 2.63], [2.52, 7.72], [6.79, 2.34], [2.5, 4.63], [2.52, 9.71], [5.78, 4.71], [2.48, 11.65]]
epoch: 221
loss: 0.9999999934129638
dilation rates: [[1.58, 1.66], [1.48, 1.41], [1.31, 2.83], [4.55, 2.57], [2.66, 2.73], [5.73, 2.69], [2.45, 7.86], [6.89, 2.4], [2.54, 4.82], [2.56, 9.95], [6.02, 4.76], [2.55, 11.78]]
epoch: 222
loss: 0.9999999918063696
dilation rates: [[1.63, 1.68], [1.49, 1.35], [1.24, 2.72], [4.59, 2.62], [2.71, 2.61], [5.59, 2.74], [2.43, 7.73], [6.85, 2.27], [2.54, 4.73], [2.53, 9.82], [6.4, 4.64], [2.53, 11.66]]
epoch: 223
loss: 0.9999999934129638
dilation rates: [[1.51, 1.51], [1.42, 1.34], [1.33, 2.68], [4.43, 2.62], [2.72, 2.68], [5.56, 2.69], [2.44, 7.7], [6.89, 2.3], [2.42, 4.75], [2.44, 9.83], [6.51, 4.64], [2.49, 11.73]]
epoch: 224
loss: 0.9999999950195579
dilation rates: [[1.4, 1.54], [1.49, 1.4], [1.27, 2.74], [4.47, 2.49], [2.72, 2.65], [5.58, 2.61], [2.43, 7.68], [6.85, 2.27], [2.45, 4.68], [2.43, 9.78], [6.43, 4.59], [2.43, 11.69]]
IOU: [97.64, 80.65, 89.52, 40.08, 51.28, 55.78, 57.39, 70.18, 90.81, 59.16, 94.13, 73.4, 50.02, 91.1, 44.41, 67.65, 61.27, 43.69, 68.74]
mIOU: 67.73, mIOU_reduced: 69.6, accuracy: 94.61
epoch: 225
loss: 0.9999999938949421
dilation rates: [[1.49, 1.62], [1.46, 1.5], [1.31, 2.7], [4.37, 2.64], [2.66, 2.69], [5.71, 2.67], [2.47, 7.81], [6.79, 2.46], [2.43, 4.71], [2.54, 9.8], [6.55, 4.62], [2.42, 11.75]]
epoch: 226
loss: 0.999999991967029
dilation rates: [[1.5, 1.6], [1.47, 1.47], [1.27, 2.78], [4.49, 2.7], [2.71, 2.66], [5.65, 2.7], [2.46, 7.68], [6.78, 2.32], [2.38, 4.67], [2.48, 9.87], [6.51, 4.68], [2.5, 11.78]]
epoch: 227
loss: 0.9999999926096667
dilation rates: [[1.6, 1.54], [1.36, 1.37], [1.21, 2.78], [4.62, 2.52], [2.6, 2.69], [5.59, 2.68], [2.46, 7.63], [6.81, 2.34], [2.4, 4.69], [2.5, 9.77], [6.53, 4.65], [2.5, 11.71]]
epoch: 228
loss: 0.9999999921276884
dilation rates: [[1.41, 1.49], [1.41, 1.39], [1.14, 2.69], [4.42, 2.61], [2.66, 2.73], [5.62, 2.67], [2.41, 7.61], [6.72, 2.32], [2.46, 4.72], [2.45, 9.81], [6.58, 4.68], [2.53, 11.68]]
epoch: 229
loss: 0.999999991967029
dilation rates: [[1.51, 1.48], [1.42, 1.33], [1.14, 2.81], [4.59, 2.7], [2.73, 2.71], [5.6, 2.71], [2.46, 7.73], [6.68, 2.39], [2.52, 4.78], [2.58, 9.77], [6.61, 4.66], [2.46, 11.74]]
epoch: 230
loss: 0.9999999916457102
dilation rates: [[1.43, 1.62], [1.59, 1.46], [1.31, 2.71], [4.59, 2.62], [2.67, 2.72], [5.69, 2.69], [2.52, 7.63], [6.76, 2.37], [2.4, 4.65], [2.46, 9.69], [6.57, 4.64], [2.47, 11.68]]
epoch: 231
loss: 0.9999999918063696
dilation rates: [[1.41, 1.61], [1.69, 1.46], [1.14, 2.85], [4.52, 2.6], [2.71, 2.72], [5.72, 2.72], [2.48, 7.69], [6.75, 2.41], [2.57, 4.72], [2.62, 9.82], [6.64, 4.64], [2.59, 11.75]]
epoch: 232
loss: 0.9999999937342826
dilation rates: [[1.44, 1.57], [1.48, 1.44], [1.18, 2.78], [4.59, 2.62], [2.75, 2.65], [5.71, 2.6], [2.4, 7.76], [6.76, 2.32], [2.53, 4.68], [2.47, 9.77], [6.6, 4.7], [2.52, 11.66]]
epoch: 233
loss: 0.9999999921276884
dilation rates: [[1.36, 1.52], [1.52, 1.41], [1.25, 2.7], [4.61, 2.52], [2.71, 2.64], [5.72, 2.72], [2.46, 7.7], [6.74, 2.31], [2.48, 4.68], [2.57, 9.79], [6.6, 4.74], [2.43, 11.73]]
epoch: 234
loss: 0.9999999921276884
dilation rates: [[1.43, 1.59], [1.56, 1.37], [1.18, 2.72], [4.55, 2.54], [2.68, 2.62], [5.61, 2.75], [2.41, 7.59], [6.64, 2.19], [2.36, 4.65], [2.59, 9.78], [6.53, 4.69], [2.5, 11.76]]
epoch: 235
loss: 0.9999999926096667
dilation rates: [[1.63, 1.57], [1.5, 1.36], [1.23, 2.7], [4.62, 2.6], [2.66, 2.68], [5.64, 2.73], [2.45, 7.66], [6.74, 2.32], [2.37, 4.69], [2.57, 9.71], [6.62, 4.79], [2.51, 11.86]]
epoch: 236
loss: 0.9999999924490073
dilation rates: [[1.47, 1.6], [1.51, 1.5], [1.17, 2.82], [4.53, 2.7], [2.77, 2.72], [5.69, 2.82], [2.49, 7.68], [6.71, 2.39], [2.4, 4.67], [2.56, 9.79], [6.55, 4.68], [2.53, 11.7]]
epoch: 237
loss: 0.9999999922883478
dilation rates: [[1.51, 1.58], [1.5, 1.43], [1.12, 2.66], [4.58, 2.51], [2.68, 2.58], [5.6, 2.64], [2.43, 7.74], [6.74, 2.36], [2.45, 4.67], [2.57, 9.83], [6.59, 4.66], [2.47, 11.69]]
epoch: 238
loss: 0.9999999929309855
dilation rates: [[1.5, 1.58], [1.47, 1.33], [1.27, 2.69], [4.55, 2.66], [2.72, 2.63], [5.64, 2.72], [2.34, 7.64], [6.72, 2.32], [2.43, 4.66], [2.56, 9.8], [6.57, 4.68], [2.54, 11.71]]
epoch: 239
loss: 0.9999999908424131
dilation rates: [[1.45, 1.52], [1.61, 1.51], [1.28, 2.7], [4.53, 2.64], [2.73, 2.68], [5.66, 2.73], [2.67, 7.73], [6.71, 2.41], [2.44, 4.62], [2.53, 9.91], [6.65, 4.71], [2.42, 11.86]]
epoch: 240
loss: 0.9999999929309855
dilation rates: [[1.53, 1.6], [1.56, 1.35], [1.28, 2.81], [4.5, 2.58], [2.73, 2.65], [5.72, 2.71], [2.4, 7.71], [6.74, 2.31], [2.46, 4.64], [2.56, 9.83], [6.6, 4.75], [2.5, 11.81]]
epoch: 241
loss: 0.9999999938949421
dilation rates: [[1.32, 1.54], [1.42, 1.43], [1.26, 2.71], [4.62, 2.51], [2.75, 2.72], [5.73, 2.75], [2.48, 7.7], [6.76, 2.31], [2.47, 4.64], [2.63, 9.86], [6.6, 4.74], [2.5, 11.67]]
epoch: 242
loss: 0.9999999926096667
dilation rates: [[1.5, 1.53], [1.49, 1.43], [1.24, 2.73], [4.57, 2.6], [2.64, 2.66], [5.74, 2.69], [2.5, 7.78], [6.75, 2.3], [2.52, 4.64], [2.51, 9.89], [6.56, 4.67], [2.51, 11.73]]
epoch: 243
loss: 0.9999999901997754
dilation rates: [[1.46, 1.55], [1.45, 1.46], [1.07, 2.73], [4.62, 2.47], [2.62, 2.62], [5.69, 2.73], [2.39, 7.63], [6.72, 2.24], [2.39, 4.68], [2.58, 9.66], [6.5, 4.68], [2.45, 11.65]]
epoch: 244
loss: 0.9999999940556015
dilation rates: [[1.35, 1.54], [1.49, 1.36], [1.2, 2.7], [4.59, 2.62], [2.57, 2.55], [5.67, 2.67], [2.4, 7.65], [6.8, 2.33], [2.43, 4.62], [2.53, 9.77], [6.63, 4.57], [2.48, 11.68]]
epoch: 245
loss: 0.9999999918063696
dilation rates: [[1.51, 1.45], [1.45, 1.4], [1.13, 2.82], [4.51, 2.58], [2.71, 2.63], [5.66, 2.69], [2.45, 7.64], [6.84, 2.27], [2.48, 4.66], [2.49, 9.73], [6.55, 4.65], [2.47, 11.65]]
epoch: 246
loss: 0.9999999927703261
dilation rates: [[1.45, 1.61], [1.51, 1.5], [1.25, 2.77], [4.54, 2.5], [2.71, 2.63], [5.73, 2.71], [2.48, 7.7], [6.86, 2.33], [2.45, 4.64], [2.53, 9.74], [6.64, 4.71], [2.45, 11.67]]
epoch: 247
loss: 0.9999999932523044
dilation rates: [[1.58, 1.71], [1.53, 1.47], [1.05, 2.75], [4.55, 2.41], [2.73, 2.64], [5.67, 2.65], [2.47, 7.85], [6.78, 2.35], [2.46, 4.73], [2.51, 9.78], [6.71, 4.75], [2.5, 11.74]]
epoch: 248
loss: 0.9999999938949421
dilation rates: [[1.52, 1.52], [1.57, 1.35], [1.19, 2.68], [4.59, 2.5], [2.68, 2.67], [5.66, 2.66], [2.49, 7.74], [6.81, 2.32], [2.47, 4.75], [2.5, 9.72], [6.67, 4.74], [2.42, 11.73]]
epoch: 249
loss: 0.9999999930916449
dilation rates: [[1.4, 1.64], [1.54, 1.38], [1.15, 2.75], [4.52, 2.52], [2.7, 2.65], [5.64, 2.69], [2.46, 7.78], [6.76, 2.29], [2.48, 4.75], [2.55, 9.73], [6.56, 4.71], [2.46, 11.66]]
IOU: [97.1, 77.69, 90.05, 49.76, 48.68, 55.56, 58.61, 69.62, 91.09, 58.08, 93.56, 74.24, 54.58, 91.24, 54.23, 62.7, 45.62, 46.34, 68.27]
mIOU: 67.74, mIOU_reduced: 70.28, accuracy: 94.46
epoch: 250
loss: 0.999999991163732
dilation rates: [[1.41, 1.55], [1.57, 1.25], [1.12, 2.83], [4.58, 2.54], [2.64, 2.58], [5.68, 2.64], [2.41, 7.73], [6.7, 2.34], [2.47, 4.64], [2.59, 9.88], [6.65, 4.62], [2.41, 11.73]]
epoch: 251
loss: 0.9999999921276884
dilation rates: [[1.52, 1.59], [1.49, 1.52], [1.36, 2.79], [4.58, 2.67], [2.67, 2.71], [5.67, 2.66], [2.51, 7.7], [6.74, 2.41], [2.56, 4.67], [2.56, 9.78], [6.61, 4.76], [2.45, 11.7]]
epoch: 252
loss: 0.9999999930916449
dilation rates: [[1.58, 1.8], [1.62, 1.39], [1.22, 2.69], [4.59, 2.64], [2.72, 2.73], [5.66, 2.71], [2.4, 7.7], [6.77, 2.33], [2.5, 4.68], [2.54, 9.82], [6.61, 4.75], [2.51, 11.73]]
epoch: 253
loss: 0.9999999908424131
dilation rates: [[1.47, 1.57], [1.54, 1.49], [1.3, 2.65], [4.57, 2.49], [2.65, 2.62], [5.66, 2.66], [2.34, 7.78], [6.73, 2.36], [2.38, 4.63], [2.47, 9.9], [6.67, 4.6], [2.52, 11.74]]
epoch: 254
loss: 0.9999999926096667
dilation rates: [[1.32, 1.48], [1.45, 1.42], [1.18, 2.74], [4.63, 2.54], [2.62, 2.7], [5.74, 2.6], [2.39, 7.74], [6.78, 2.28], [2.43, 4.7], [2.5, 9.76], [6.62, 4.74], [2.45, 11.72]]
epoch: 255
loss: 0.9999999946982392
dilation rates: [[1.47, 1.63], [1.46, 1.41], [1.27, 2.71], [4.62, 2.59], [2.71, 2.58], [5.74, 2.72], [2.44, 7.66], [6.71, 2.28], [2.46, 4.67], [2.56, 9.8], [6.56, 4.67], [2.46, 11.72]]
epoch: 256
loss: 0.9999999916457102
dilation rates: [[1.45, 1.69], [1.43, 1.38], [1.22, 2.7], [4.55, 2.56], [2.64, 2.61], [5.68, 2.6], [2.45, 7.71], [6.76, 2.32], [2.45, 4.77], [2.56, 9.78], [6.63, 4.69], [2.45, 11.71]]
epoch: 257
loss: 0.9999999913243913
dilation rates: [[1.61, 1.63], [1.52, 1.43], [1.28, 2.71], [4.57, 2.59], [2.63, 2.56], [5.67, 2.72], [2.41, 7.69], [6.76, 2.38], [2.36, 4.68], [2.55, 9.76], [6.6, 4.66], [2.45, 11.7]]
epoch: 258
loss: 0.9999999930916449
dilation rates: [[1.38, 1.56], [1.56, 1.44], [1.26, 2.8], [4.67, 2.6], [2.68, 2.64], [5.7, 2.72], [2.43, 7.61], [6.63, 2.3], [2.44, 4.62], [2.46, 9.76], [6.68, 4.71], [2.44, 11.75]]
epoch: 259
loss: 0.9999999940556015
dilation rates: [[1.5, 1.68], [1.53, 1.35], [1.1, 2.79], [4.56, 2.61], [2.68, 2.52], [5.77, 2.66], [2.45, 7.73], [6.75, 2.32], [2.45, 4.67], [2.45, 9.65], [6.59, 4.75], [2.46, 11.66]]
epoch: 260
loss: 0.9999999916457102
dilation rates: [[1.49, 1.61], [1.46, 1.41], [1.21, 2.72], [4.64, 2.56], [2.76, 2.66], [5.78, 2.61], [2.5, 7.76], [6.84, 2.26], [2.38, 4.66], [2.51, 9.76], [6.6, 4.59], [2.38, 11.73]]
epoch: 261
loss: 0.9999999926096667
dilation rates: [[1.44, 1.66], [1.49, 1.44], [1.21, 2.84], [4.55, 2.62], [2.7, 2.63], [5.76, 2.67], [2.42, 7.8], [6.83, 2.34], [2.48, 4.8], [2.49, 9.84], [6.64, 4.66], [2.43, 11.72]]
epoch: 262
loss: 0.9999999926096667
dilation rates: [[1.58, 1.65], [1.46, 1.37], [1.21, 2.76], [4.65, 2.53], [2.72, 2.62], [5.65, 2.66], [2.46, 7.86], [6.81, 2.31], [2.51, 4.68], [2.6, 9.81], [6.64, 4.65], [2.46, 11.66]]
epoch: 263
loss: 0.9999999945375797
dilation rates: [[1.33, 1.33], [1.48, 1.33], [1.16, 2.69], [4.58, 2.51], [2.59, 2.55], [5.65, 2.58], [2.35, 7.69], [6.78, 2.31], [2.49, 4.6], [2.5, 9.68], [6.53, 4.62], [2.51, 11.67]]
epoch: 264
loss: 0.9999999937342826
dilation rates: [[1.54, 1.71], [1.5, 1.49], [1.19, 2.79], [4.58, 2.56], [2.64, 2.75], [5.7, 2.65], [2.49, 7.65], [6.8, 2.32], [2.43, 4.73], [2.57, 9.7], [6.61, 4.73], [2.55, 11.79]]
epoch: 265
loss: 0.9999999922883478
dilation rates: [[1.35, 1.61], [1.56, 1.37], [1.13, 2.78], [4.62, 2.55], [2.68, 2.73], [5.75, 2.62], [2.4, 7.68], [6.65, 2.43], [2.44, 4.66], [2.59, 9.7], [6.56, 4.67], [2.47, 11.69]]
epoch: 266
loss: 0.9999999935736232
dilation rates: [[1.28, 1.64], [1.46, 1.38], [1.24, 2.68], [4.6, 2.47], [2.62, 2.67], [5.72, 2.72], [2.51, 7.63], [6.77, 2.31], [2.41, 4.67], [2.54, 9.79], [6.53, 4.69], [2.44, 11.71]]
epoch: 267
loss: 0.9999999916457102
dilation rates: [[1.56, 1.56], [1.57, 1.4], [1.14, 2.82], [4.79, 2.64], [2.58, 2.8], [5.73, 2.73], [2.48, 7.71], [6.77, 2.4], [2.52, 4.82], [2.51, 9.77], [6.62, 4.69], [2.42, 11.73]]
epoch: 268
loss: 0.9999999943769203
dilation rates: [[1.38, 1.61], [1.48, 1.46], [1.34, 2.73], [4.69, 2.52], [2.67, 2.65], [5.73, 2.71], [2.52, 7.8], [6.71, 2.43], [2.52, 4.66], [2.52, 9.8], [6.61, 4.6], [2.52, 11.67]]
epoch: 269
loss: 0.9999999940556015
dilation rates: [[1.39, 1.56], [1.45, 1.35], [1.15, 2.78], [4.71, 2.53], [2.62, 2.63], [5.76, 2.69], [2.44, 7.78], [6.74, 2.35], [2.43, 4.64], [2.49, 9.76], [6.64, 4.7], [2.44, 11.78]]
epoch: 270
loss: 0.9999999929309855
dilation rates: [[1.54, 1.49], [1.46, 1.4], [1.17, 2.76], [4.54, 2.54], [2.59, 2.63], [5.75, 2.69], [2.39, 7.76], [6.76, 2.39], [2.35, 4.63], [2.52, 9.84], [6.59, 4.6], [2.47, 11.72]]
epoch: 271
loss: 0.9999999937342826
dilation rates: [[1.45, 1.59], [1.43, 1.39], [1.25, 2.64], [4.6, 2.55], [2.64, 2.68], [5.69, 2.72], [2.39, 7.74], [6.75, 2.38], [2.39, 4.64], [2.52, 9.87], [6.64, 4.63], [2.5, 11.7]]
epoch: 272
loss: 0.9999999921276884
dilation rates: [[1.48, 1.57], [1.51, 1.44], [1.24, 2.77], [4.54, 2.54], [2.63, 2.64], [5.74, 2.63], [2.44, 7.73], [6.74, 2.37], [2.37, 4.68], [2.48, 9.77], [6.57, 4.59], [2.45, 11.72]]
epoch: 273
loss: 0.9999999927703261
dilation rates: [[1.44, 1.61], [1.31, 1.42], [1.24, 2.63], [4.52, 2.61], [2.66, 2.6], [5.67, 2.64], [2.46, 7.71], [6.72, 2.34], [2.43, 4.7], [2.51, 9.76], [6.65, 4.58], [2.5, 11.69]]
epoch: 274
loss: 0.9999999937342826
dilation rates: [[1.5, 1.52], [1.41, 1.3], [1.22, 2.67], [4.67, 2.69], [2.67, 2.65], [5.73, 2.7], [2.37, 7.73], [6.77, 2.31], [2.55, 4.71], [2.56, 9.89], [6.65, 4.66], [2.47, 11.81]]
IOU: [97.46, 79.16, 89.6, 27.71, 36.79, 53.4, 55.47, 67.86, 89.5, 56.16, 92.57, 73.71, 52.56, 91.52, 34.66, 59.04, 35.56, 41.68, 68.59]
mIOU: 63.32, mIOU_reduced: 67.11, accuracy: 94.1
epoch: 275
loss: 0.9999999908424131
dilation rates: [[1.47, 1.52], [1.48, 1.37], [1.28, 2.72], [4.61, 2.68], [2.7, 2.66], [5.7, 2.71], [2.47, 7.77], [6.71, 2.31], [2.43, 4.73], [2.46, 9.79], [6.68, 4.74], [2.5, 11.68]]
epoch: 276
loss: 0.9999999932523044
dilation rates: [[1.4, 1.69], [1.46, 1.47], [1.19, 2.59], [4.62, 2.54], [2.59, 2.64], [5.76, 2.71], [2.47, 7.74], [6.75, 2.33], [2.39, 4.66], [2.49, 9.66], [6.63, 4.62], [2.45, 11.64]]
epoch: 277
loss: 0.9999999908424131
dilation rates: [[1.45, 1.68], [1.52, 1.57], [1.25, 2.82], [4.52, 2.54], [2.58, 2.6], [5.63, 2.74], [2.42, 7.77], [6.79, 2.35], [2.4, 4.65], [2.53, 9.7], [6.69, 4.62], [2.51, 11.64]]
epoch: 278
loss: 0.9999999922883478
dilation rates: [[1.44, 1.7], [1.43, 1.46], [1.23, 2.74], [4.65, 2.69], [2.6, 2.66], [5.67, 2.7], [2.52, 7.8], [6.84, 2.36], [2.53, 4.77], [2.51, 9.81], [6.68, 4.61], [2.44, 11.74]]
epoch: 279
loss: 0.9999999901997754
dilation rates: [[1.4, 1.53], [1.55, 1.46], [1.18, 2.74], [4.65, 2.64], [2.64, 2.6], [5.66, 2.69], [2.4, 7.74], [6.87, 2.31], [2.42, 4.71], [2.52, 9.72], [6.7, 4.68], [2.51, 11.66]]
epoch: 280
loss: 0.9999999924490073
dilation rates: [[1.5, 1.56], [1.53, 1.37], [1.19, 2.72], [4.64, 2.53], [2.65, 2.63], [5.61, 2.58], [2.43, 7.73], [6.84, 2.35], [2.47, 4.72], [2.46, 9.79], [6.74, 4.73], [2.53, 11.79]]
epoch: 281
loss: 0.999999991967029
dilation rates: [[1.33, 1.54], [1.51, 1.42], [1.28, 2.82], [4.65, 2.56], [2.58, 2.66], [5.66, 2.71], [2.37, 7.72], [6.8, 2.36], [2.44, 4.63], [2.56, 9.73], [6.69, 4.69], [2.44, 11.7]]
epoch: 282
loss: 0.9999999921276884
dilation rates: [[1.44, 1.59], [1.43, 1.46], [1.25, 2.71], [4.6, 2.64], [2.63, 2.75], [5.62, 2.61], [2.45, 7.74], [6.79, 2.32], [2.46, 4.65], [2.46, 9.77], [6.65, 4.57], [2.48, 11.64]]
epoch: 283
loss: 0.9999999921276884
dilation rates: [[1.45, 1.55], [1.5, 1.5], [1.19, 2.81], [4.53, 2.71], [2.71, 2.76], [5.72, 2.69], [2.4, 7.86], [6.82, 2.4], [2.47, 4.8], [2.49, 9.69], [6.69, 4.67], [2.49, 11.71]]
epoch: 284
loss: 0.999999991967029
dilation rates: [[1.51, 1.7], [1.57, 1.47], [1.07, 2.74], [4.57, 2.6], [2.61, 2.74], [5.62, 2.64], [2.44, 7.62], [6.68, 2.37], [2.42, 4.72], [2.54, 9.77], [6.7, 4.66], [2.54, 11.65]]
epoch: 285
loss: 0.9999999916457102
dilation rates: [[1.44, 1.57], [1.42, 1.38], [1.26, 2.72], [4.59, 2.59], [2.71, 2.59], [5.73, 2.57], [2.47, 7.78], [6.7, 2.4], [2.43, 4.67], [2.48, 9.74], [6.74, 4.6], [2.44, 11.66]]
epoch: 286
loss: 0.9999999921276884
dilation rates: [[1.38, 1.54], [1.48, 1.3], [1.15, 2.75], [4.55, 2.55], [2.6, 2.61], [5.62, 2.57], [2.4, 7.81], [6.71, 2.28], [2.33, 4.66], [2.54, 9.7], [6.63, 4.59], [2.36, 11.68]]
epoch: 287
loss: 0.9999999927703261
dilation rates: [[1.71, 1.62], [1.43, 1.33], [1.25, 2.79], [4.62, 2.58], [2.55, 2.66], [5.63, 2.78], [2.39, 7.85], [6.66, 2.34], [2.48, 4.68], [2.51, 9.79], [6.67, 4.62], [2.45, 11.67]]
epoch: 288
loss: 0.9999999935736232
dilation rates: [[1.46, 1.52], [1.47, 1.42], [1.18, 2.74], [4.62, 2.49], [2.61, 2.65], [5.58, 2.58], [2.51, 7.78], [6.68, 2.36], [2.27, 4.65], [2.52, 9.87], [6.73, 4.71], [2.47, 11.72]]
epoch: 289
loss: 0.9999999926096667
dilation rates: [[1.57, 1.63], [1.5, 1.41], [1.24, 2.73], [4.61, 2.59], [2.59, 2.64], [5.63, 2.68], [2.48, 7.73], [6.67, 2.27], [2.43, 4.6], [2.47, 9.67], [6.73, 4.65], [2.48, 11.69]]
epoch: 290
loss: 0.9999999935736232
dilation rates: [[1.34, 1.56], [1.46, 1.43], [1.23, 2.83], [4.62, 2.56], [2.67, 2.6], [5.61, 2.61], [2.39, 7.59], [6.67, 2.28], [2.37, 4.65], [2.51, 9.68], [6.55, 4.63], [2.51, 11.69]]
epoch: 291
loss: 0.9999999921276884
dilation rates: [[1.41, 1.73], [1.45, 1.47], [1.26, 2.68], [4.66, 2.68], [2.57, 2.68], [5.87, 2.7], [2.49, 7.73], [6.78, 2.48], [2.45, 4.63], [2.68, 9.6], [6.71, 4.77], [2.58, 11.81]]
epoch: 292
loss: 0.9999999918063696
dilation rates: [[1.44, 1.69], [1.44, 1.47], [1.16, 2.79], [4.62, 2.64], [2.6, 2.69], [5.66, 2.68], [2.45, 7.75], [6.64, 2.34], [2.47, 4.68], [2.52, 9.8], [6.65, 4.68], [2.46, 11.66]]
epoch: 293
loss: 0.9999999932523044
dilation rates: [[1.51, 1.51], [1.43, 1.32], [1.23, 2.72], [4.71, 2.6], [2.62, 2.63], [5.73, 2.62], [2.42, 7.74], [6.73, 2.34], [2.45, 4.66], [2.48, 9.83], [6.67, 4.62], [2.5, 11.71]]
epoch: 294
loss: 0.9999999937342826
dilation rates: [[1.47, 1.58], [1.47, 1.37], [1.18, 2.74], [4.66, 2.66], [2.57, 2.64], [5.65, 2.58], [2.38, 7.83], [6.82, 2.36], [2.4, 4.67], [2.54, 9.88], [6.7, 4.65], [2.47, 11.78]]
epoch: 295
loss: 0.9999999903604349
dilation rates: [[1.34, 1.61], [1.58, 1.51], [1.22, 2.81], [4.58, 2.6], [2.5, 2.62], [5.69, 2.7], [2.45, 7.75], [6.75, 2.39], [2.45, 4.66], [2.52, 9.8], [6.66, 4.75], [2.44, 11.7]]
epoch: 296
loss: 0.9999999937342826
dilation rates: [[1.49, 1.6], [1.45, 1.41], [1.21, 2.77], [4.61, 2.66], [2.61, 2.66], [5.7, 2.68], [2.45, 7.73], [6.76, 2.41], [2.48, 4.71], [2.52, 9.76], [6.62, 4.7], [2.5, 11.71]]
epoch: 297
loss: 0.9999999908424131
dilation rates: [[1.38, 1.6], [1.4, 1.33], [1.14, 2.59], [4.61, 2.61], [2.55, 2.46], [5.67, 2.6], [2.35, 7.73], [6.69, 2.35], [2.37, 4.68], [2.48, 9.73], [6.58, 4.64], [2.41, 11.68]]
epoch: 298
loss: 0.9999999929309855
dilation rates: [[1.41, 1.42], [1.43, 1.32], [1.27, 2.7], [4.63, 2.62], [2.59, 2.6], [5.71, 2.62], [2.43, 7.73], [6.67, 2.37], [2.39, 4.61], [2.48, 9.65], [6.61, 4.63], [2.42, 11.66]]
epoch: 299
loss: 0.9999999926096667
dilation rates: [[1.5, 1.58], [1.65, 1.57], [1.23, 2.79], [4.61, 2.63], [2.64, 2.59], [5.67, 2.56], [2.45, 7.67], [6.63, 2.36], [2.37, 4.58], [2.47, 9.63], [6.54, 4.59], [2.51, 11.54]]
IOU: [96.48, 75.05, 90.06, 47.51, 49.52, 51.82, 56.69, 67.75, 90.76, 53.04, 93.56, 71.15, 53.66, 91.25, 64.59, 72.08, 67.72, 31.44, 65.45]
mIOU: 67.87, mIOU_reduced: 67.82, accuracy: 94.17
epoch: 300
loss: 0.9999999922883478
dilation rates: [[1.42, 1.56], [1.44, 1.37], [1.02, 2.67], [4.56, 2.52], [2.57, 2.64], [5.7, 2.56], [2.53, 7.65], [6.61, 2.41], [2.37, 4.61], [2.43, 9.68], [6.58, 4.5], [2.4, 11.59]]
epoch: 301
loss: 0.9999999924490073
dilation rates: [[1.46, 1.61], [1.55, 1.48], [1.18, 2.64], [4.59, 2.47], [2.55, 2.57], [5.6, 2.6], [2.43, 7.68], [6.72, 2.34], [2.38, 4.6], [2.46, 9.7], [6.62, 4.61], [2.41, 11.73]]
epoch: 302
loss: 0.9999999918063696
dilation rates: [[1.53, 1.61], [1.35, 1.55], [1.17, 2.75], [4.65, 2.51], [2.66, 2.63], [5.65, 2.58], [2.45, 7.69], [6.78, 2.35], [2.42, 4.58], [2.48, 9.77], [6.61, 4.66], [2.41, 11.64]]
epoch: 303
loss: 0.9999999934129638
dilation rates: [[1.61, 1.54], [1.56, 1.44], [1.12, 2.67], [4.57, 2.44], [2.71, 2.62], [5.64, 2.61], [2.49, 7.73], [6.79, 2.36], [2.34, 4.52], [2.47, 9.74], [6.65, 4.71], [2.47, 11.72]]
epoch: 304
loss: 0.9999999930916449
dilation rates: [[1.47, 1.66], [1.44, 1.35], [1.12, 2.72], [4.67, 2.58], [2.66, 2.54], [5.54, 2.57], [2.41, 7.75], [6.77, 2.35], [2.39, 4.62], [2.46, 9.65], [6.57, 4.68], [2.46, 11.74]]
epoch: 305
loss: 0.999999991163732
dilation rates: [[1.35, 1.57], [1.46, 1.49], [1.19, 2.59], [4.65, 2.55], [2.57, 2.59], [5.67, 2.58], [2.48, 7.69], [6.7, 2.31], [2.45, 4.66], [2.47, 9.7], [6.63, 4.64], [2.43, 11.69]]
epoch: 306
loss: 0.9999999927703261
dilation rates: [[1.41, 1.55], [1.48, 1.4], [1.22, 2.7], [4.6, 2.55], [2.6, 2.59], [5.67, 2.58], [2.35, 7.61], [6.69, 2.27], [2.4, 4.58], [2.5, 9.7], [6.56, 4.59], [2.45, 11.68]]
epoch: 307
loss: 0.9999999926096667
dilation rates: [[1.54, 1.53], [1.44, 1.3], [0.97, 2.79], [4.65, 2.49], [2.71, 2.6], [5.75, 2.66], [2.42, 7.65], [6.73, 2.35], [2.4, 4.62], [2.44, 9.74], [6.59, 4.65], [2.49, 11.77]]
epoch: 308
loss: 0.9999999924490073
dilation rates: [[1.44, 1.64], [1.53, 1.44], [1.21, 2.8], [4.63, 2.55], [2.58, 2.69], [5.63, 2.62], [2.38, 7.73], [6.75, 2.33], [2.48, 4.58], [2.5, 9.66], [6.56, 4.62], [2.48, 11.65]]
epoch: 309
loss: 0.9999999914850507
dilation rates: [[1.53, 1.69], [1.53, 1.49], [1.33, 2.6], [4.55, 2.56], [2.67, 2.55], [5.72, 2.67], [2.54, 7.72], [6.69, 2.39], [2.44, 4.68], [2.54, 9.79], [6.67, 4.56], [2.46, 11.73]]
epoch: 310
loss: 0.9999999934129638
dilation rates: [[1.43, 1.56], [1.4, 1.42], [1.28, 2.74], [4.77, 2.59], [2.7, 2.61], [5.74, 2.63], [2.48, 7.8], [6.75, 2.37], [2.38, 4.71], [2.51, 9.83], [6.6, 4.63], [2.45, 11.71]]
epoch: 311
loss: 0.9999999924490073
dilation rates: [[1.47, 1.63], [1.5, 1.42], [1.2, 2.77], [4.56, 2.57], [2.59, 2.64], [5.69, 2.63], [2.39, 7.75], [6.7, 2.37], [2.43, 4.67], [2.51, 9.79], [6.58, 4.6], [2.45, 11.7]]
epoch: 312
loss: 0.9999999924490073
dilation rates: [[1.42, 1.64], [1.47, 1.31], [1.2, 2.73], [4.55, 2.57], [2.61, 2.62], [5.57, 2.61], [2.41, 7.76], [6.67, 2.35], [2.42, 4.65], [2.44, 9.72], [6.64, 4.53], [2.37, 11.65]]
epoch: 313
loss: 0.9999999921276884
dilation rates: [[1.56, 1.58], [1.5, 1.33], [1.13, 2.7], [4.58, 2.51], [2.63, 2.63], [5.63, 2.6], [2.43, 7.68], [6.66, 2.39], [2.38, 4.72], [2.54, 9.76], [6.63, 4.67], [2.52, 11.69]]
epoch: 314
loss: 0.9999999934129638
dilation rates: [[1.41, 1.55], [1.45, 1.37], [1.24, 2.7], [4.56, 2.6], [2.66, 2.59], [5.67, 2.57], [2.48, 7.74], [6.73, 2.36], [2.39, 4.65], [2.56, 9.75], [6.67, 4.59], [2.46, 11.76]]
epoch: 315
loss: 0.999999991967029
dilation rates: [[1.47, 1.6], [1.39, 1.44], [1.23, 2.63], [4.58, 2.67], [2.7, 2.63], [5.62, 2.67], [2.5, 7.81], [6.71, 2.36], [2.46, 4.66], [2.54, 9.7], [6.65, 4.62], [2.46, 11.74]]
epoch: 316
loss: 0.9999999937342826
dilation rates: [[1.44, 1.64], [1.37, 1.43], [1.28, 2.66], [4.72, 2.53], [2.61, 2.61], [5.69, 2.64], [2.52, 7.79], [6.7, 2.37], [2.33, 4.56], [2.55, 9.83], [6.69, 4.64], [2.44, 11.73]]
epoch: 317
loss: 0.9999999945375797
dilation rates: [[1.35, 1.65], [1.57, 1.33], [1.24, 2.67], [4.47, 2.52], [2.69, 2.66], [5.73, 2.6], [2.46, 7.73], [6.83, 2.39], [2.53, 4.6], [2.56, 9.82], [6.72, 4.7], [2.47, 11.74]]
epoch: 318
loss: 0.9999999927703261
dilation rates: [[1.45, 1.64], [1.51, 1.53], [1.3, 2.78], [4.6, 2.57], [2.69, 2.72], [5.61, 2.75], [2.46, 7.73], [6.79, 2.38], [2.41, 4.68], [2.52, 9.8], [6.7, 4.68], [2.42, 11.77]]
epoch: 319
loss: 0.9999999945375797
dilation rates: [[1.47, 1.64], [1.45, 1.48], [1.3, 2.59], [4.68, 2.52], [2.77, 2.67], [5.61, 2.68], [2.41, 7.8], [6.81, 2.32], [2.39, 4.71], [2.42, 9.8], [6.67, 4.55], [2.41, 11.66]]
epoch: 320
loss: 0.9999999910030725
dilation rates: [[1.51, 1.64], [1.47, 1.4], [1.18, 2.77], [4.59, 2.55], [2.72, 2.63], [5.58, 2.65], [2.5, 7.62], [6.78, 2.3], [2.47, 4.61], [2.56, 9.72], [6.65, 4.68], [2.48, 11.71]]
epoch: 321
loss: 0.9999999932523044
dilation rates: [[1.57, 1.54], [1.54, 1.47], [1.32, 2.74], [4.53, 2.51], [2.73, 2.72], [5.7, 2.61], [2.34, 7.67], [6.66, 2.39], [2.45, 4.71], [2.5, 9.74], [6.69, 4.67], [2.54, 11.69]]
epoch: 322
loss: 0.9999999914850507
dilation rates: [[1.51, 1.58], [1.51, 1.53], [1.26, 2.64], [4.51, 2.62], [2.6, 2.62], [5.61, 2.65], [2.35, 7.7], [6.65, 2.36], [2.4, 4.66], [2.44, 9.77], [6.6, 4.73], [2.52, 11.66]]
epoch: 323
loss: 0.9999999929309855
dilation rates: [[1.47, 1.65], [1.45, 1.42], [1.25, 2.7], [4.62, 2.52], [2.6, 2.59], [5.61, 2.64], [2.34, 7.74], [6.67, 2.36], [2.4, 4.65], [2.45, 9.82], [6.6, 4.64], [2.52, 11.69]]
epoch: 324
loss: 0.9999999918063696
dilation rates: [[1.46, 1.59], [1.38, 1.53], [1.21, 2.7], [4.66, 2.6], [2.69, 2.67], [5.68, 2.64], [2.46, 7.81], [6.66, 2.43], [2.41, 4.64], [2.51, 9.78], [6.61, 4.64], [2.5, 11.63]]
IOU: [97.4, 80.21, 90.79, 48.49, 50.07, 56.95, 61.69, 70.29, 91.68, 56.86, 94.45, 75.0, 51.04, 93.05, 67.17, 79.94, 67.83, 45.64, 67.29]
mIOU: 70.83, mIOU_reduced: 70.68, accuracy: 94.93
epoch: 325
loss: 0.9999999895571378
dilation rates: [[1.5, 1.52], [1.47, 1.49], [1.26, 2.74], [4.69, 2.5], [2.54, 2.54], [5.7, 2.62], [2.49, 7.79], [6.72, 2.31], [2.43, 4.66], [2.49, 9.78], [6.62, 4.61], [2.53, 11.7]]
epoch: 326
loss: 0.9999999922883478
dilation rates: [[1.49, 1.42], [1.43, 1.35], [1.12, 2.69], [4.66, 2.48], [2.72, 2.7], [5.67, 2.7], [2.39, 7.72], [6.68, 2.29], [2.36, 4.67], [2.41, 9.74], [6.61, 4.59], [2.38, 11.63]]
epoch: 327
loss: 0.9999999927703261
dilation rates: [[1.61, 1.71], [1.48, 1.58], [1.3, 2.62], [4.57, 2.62], [2.7, 2.59], [5.71, 2.58], [2.37, 7.72], [6.69, 2.45], [2.46, 4.64], [2.54, 9.79], [6.63, 4.58], [2.45, 11.56]]
epoch: 328
loss: 0.9999999924490073
dilation rates: [[1.38, 1.68], [1.44, 1.49], [1.18, 2.75], [4.66, 2.7], [2.68, 2.66], [5.72, 2.53], [2.47, 7.81], [6.82, 2.39], [2.48, 4.71], [2.58, 9.75], [6.69, 4.68], [2.47, 11.75]]
epoch: 329
loss: 0.9999999926096667
dilation rates: [[1.49, 1.61], [1.52, 1.39], [1.26, 2.75], [4.57, 2.52], [2.63, 2.6], [5.71, 2.66], [2.46, 7.63], [6.76, 2.42], [2.44, 4.67], [2.5, 9.67], [6.62, 4.67], [2.47, 11.68]]
epoch: 330
loss: 0.9999999930916449
dilation rates: [[1.5, 1.62], [1.53, 1.44], [1.19, 2.64], [4.66, 2.62], [2.68, 2.65], [5.77, 2.74], [2.5, 7.75], [6.71, 2.36], [2.46, 4.66], [2.52, 9.8], [6.68, 4.61], [2.49, 11.72]]
epoch: 331
loss: 0.9999999916457102
dilation rates: [[1.46, 1.73], [1.46, 1.39], [1.26, 2.76], [4.6, 2.62], [2.68, 2.66], [5.61, 2.64], [2.46, 7.68], [6.71, 2.43], [2.54, 4.66], [2.56, 9.79], [6.61, 4.65], [2.53, 11.68]]
epoch: 332
loss: 0.9999999937342826
dilation rates: [[1.48, 1.56], [1.45, 1.39], [1.19, 2.71], [4.71, 2.5], [2.78, 2.64], [5.65, 2.65], [2.41, 7.85], [6.7, 2.38], [2.42, 4.69], [2.51, 9.78], [6.67, 4.67], [2.42, 11.69]]
epoch: 333
loss: 0.9999999932523044
dilation rates: [[1.41, 1.63], [1.45, 1.45], [1.23, 2.75], [4.64, 2.46], [2.63, 2.59], [5.68, 2.55], [2.4, 7.69], [6.68, 2.33], [2.39, 4.62], [2.46, 9.74], [6.63, 4.65], [2.37, 11.68]]
epoch: 334
loss: 0.9999999918063696
dilation rates: [[1.58, 1.6], [1.52, 1.43], [1.15, 2.68], [4.6, 2.54], [2.67, 2.62], [5.73, 2.63], [2.47, 7.68], [6.63, 2.34], [2.37, 4.62], [2.45, 9.64], [6.6, 4.67], [2.47, 11.62]]
epoch: 335
loss: 0.9999999927703261
dilation rates: [[1.41, 1.59], [1.43, 1.42], [1.3, 2.81], [4.64, 2.59], [2.65, 2.69], [5.83, 2.61], [2.45, 7.7], [6.66, 2.27], [2.38, 4.62], [2.42, 9.65], [6.62, 4.61], [2.42, 11.74]]
epoch: 336
loss: 0.9999999927703261
dilation rates: [[1.49, 1.67], [1.54, 1.37], [1.27, 2.78], [4.62, 2.58], [2.63, 2.76], [5.69, 2.64], [2.48, 7.81], [6.63, 2.39], [2.42, 4.65], [2.57, 9.77], [6.64, 4.61], [2.45, 11.71]]
epoch: 337
loss: 0.9999999924490073
dilation rates: [[1.39, 1.67], [1.46, 1.44], [1.23, 2.77], [4.68, 2.53], [2.61, 2.65], [5.68, 2.57], [2.53, 7.76], [6.7, 2.38], [2.41, 4.69], [2.5, 9.84], [6.67, 4.58], [2.44, 11.67]]
epoch: 338
loss: 0.9999999914850507
dilation rates: [[1.38, 1.55], [1.47, 1.46], [1.14, 2.71], [4.58, 2.57], [2.63, 2.54], [5.66, 2.6], [2.48, 7.72], [6.62, 2.31], [2.39, 4.65], [2.52, 9.79], [6.68, 4.57], [2.44, 11.64]]
epoch: 339
loss: 0.9999999927703261
dilation rates: [[1.49, 1.66], [1.42, 1.46], [1.16, 2.64], [4.48, 2.6], [2.68, 2.62], [5.62, 2.61], [2.43, 7.68], [6.71, 2.47], [2.43, 4.62], [2.56, 9.78], [6.65, 4.61], [2.48, 11.69]]
epoch: 340
loss: 0.9999999897177971
dilation rates: [[1.47, 1.54], [1.49, 1.51], [1.35, 2.67], [4.72, 2.62], [2.68, 2.58], [5.63, 2.58], [2.44, 7.71], [6.56, 2.3], [2.28, 4.7], [2.42, 9.77], [6.65, 4.66], [2.44, 11.71]]
epoch: 341
loss: 0.9999999918063696
dilation rates: [[1.45, 1.62], [1.44, 1.4], [1.25, 2.58], [4.62, 2.51], [2.66, 2.63], [5.68, 2.59], [2.49, 7.71], [6.6, 2.4], [2.43, 4.65], [2.54, 9.84], [6.77, 4.66], [2.46, 11.67]]
epoch: 342
loss: 0.9999999908424131
dilation rates: [[1.54, 1.6], [1.54, 1.52], [1.17, 2.69], [4.66, 2.58], [2.67, 2.68], [5.61, 2.73], [2.51, 7.74], [6.68, 2.39], [2.47, 4.65], [2.53, 9.75], [6.61, 4.64], [2.52, 11.67]]
epoch: 343
loss: 0.9999999924490073
dilation rates: [[1.27, 1.6], [1.44, 1.44], [1.19, 2.73], [4.53, 2.47], [2.65, 2.58], [5.65, 2.66], [2.47, 7.73], [6.71, 2.38], [2.36, 4.67], [2.54, 9.76], [6.66, 4.59], [2.5, 11.67]]
epoch: 344
loss: 0.9999999897177971
dilation rates: [[1.41, 1.62], [1.43, 1.33], [1.12, 2.71], [4.64, 2.47], [2.61, 2.56], [5.65, 2.7], [2.54, 7.74], [6.77, 2.39], [2.41, 4.63], [2.43, 9.72], [6.62, 4.61], [2.37, 11.66]]
epoch: 345
loss: 0.9999999916457102
dilation rates: [[1.42, 1.64], [1.56, 1.45], [1.15, 2.78], [4.68, 2.65], [2.62, 2.48], [5.63, 2.58], [2.41, 7.69], [6.81, 2.33], [2.37, 4.61], [2.46, 9.71], [6.67, 4.61], [2.41, 11.6]]
epoch: 346
loss: 0.9999999924490073
dilation rates: [[1.65, 1.65], [1.56, 1.41], [1.39, 2.92], [4.79, 2.81], [2.71, 2.86], [5.77, 2.72], [2.53, 7.8], [6.87, 2.48], [2.61, 4.79], [2.54, 9.83], [6.71, 4.69], [2.58, 11.71]]
epoch: 347
loss: 0.9999999922883478
dilation rates: [[1.46, 1.58], [1.55, 1.54], [1.27, 2.62], [4.67, 2.58], [2.63, 2.7], [5.71, 2.71], [2.5, 7.77], [6.81, 2.35], [2.36, 4.62], [2.48, 9.81], [6.62, 4.64], [2.46, 11.64]]
epoch: 348
loss: 0.9999999932523044
dilation rates: [[1.45, 1.58], [1.55, 1.51], [1.23, 2.68], [4.77, 2.53], [2.66, 2.68], [5.7, 2.74], [2.45, 7.85], [6.81, 2.32], [2.37, 4.71], [2.51, 9.92], [6.77, 4.67], [2.48, 11.7]]
epoch: 349
loss: 0.9999999926096667
dilation rates: [[1.53, 1.63], [1.43, 1.41], [1.21, 2.83], [4.74, 2.63], [2.61, 2.69], [5.68, 2.68], [2.6, 7.8], [6.74, 2.45], [2.56, 4.72], [2.57, 9.85], [6.77, 4.74], [2.47, 11.73]]
IOU: [97.15, 78.86, 90.01, 38.54, 43.81, 51.65, 55.76, 69.11, 90.86, 62.25, 94.1, 72.9, 49.81, 92.03, 59.42, 71.73, 48.6, 44.43, 68.35]
mIOU: 67.33, mIOU_reduced: 68.73, accuracy: 94.46
epoch: 350
loss: 0.9999999913243913
dilation rates: [[1.46, 1.47], [1.45, 1.45], [1.19, 2.64], [4.78, 2.61], [2.68, 2.68], [5.75, 2.65], [2.49, 7.78], [6.8, 2.44], [2.45, 4.76], [2.49, 9.81], [6.7, 4.72], [2.48, 11.71]]
epoch: 351
loss: 0.9999999929309855
dilation rates: [[1.47, 1.77], [1.45, 1.38], [1.2, 2.66], [4.51, 2.55], [2.59, 2.51], [5.7, 2.61], [2.45, 7.81], [6.74, 2.27], [2.35, 4.63], [2.52, 9.88], [6.62, 4.61], [2.45, 11.66]]
epoch: 352
loss: 0.9999999935736232
dilation rates: [[1.37, 1.54], [1.44, 1.48], [1.17, 2.77], [4.66, 2.64], [2.62, 2.7], [5.61, 2.62], [2.5, 7.75], [6.72, 2.29], [2.41, 4.7], [2.56, 9.89], [6.66, 4.6], [2.44, 11.7]]
epoch: 353
loss: 0.9999999932523044
dilation rates: [[1.44, 1.56], [1.44, 1.47], [1.35, 2.76], [4.52, 2.58], [2.6, 2.62], [5.74, 2.72], [2.42, 7.86], [6.7, 2.36], [2.46, 4.64], [2.51, 9.78], [6.64, 4.71], [2.41, 11.77]]
epoch: 354
loss: 0.9999999930916449
dilation rates: [[1.4, 1.72], [1.48, 1.41], [1.12, 2.71], [4.53, 2.61], [2.64, 2.63], [5.68, 2.6], [2.52, 7.76], [6.74, 2.35], [2.38, 4.58], [2.49, 9.8], [6.66, 4.62], [2.5, 11.67]]
epoch: 355
loss: 0.9999999938949421
dilation rates: [[1.51, 1.62], [1.45, 1.43], [1.18, 2.67], [4.57, 2.5], [2.62, 2.58], [5.64, 2.58], [2.48, 7.69], [6.7, 2.32], [2.4, 4.65], [2.49, 9.8], [6.63, 4.61], [2.41, 11.65]]
epoch: 356
loss: 0.9999999942162608
dilation rates: [[1.51, 1.46], [1.43, 1.42], [1.23, 2.63], [4.61, 2.53], [2.56, 2.61], [5.61, 2.66], [2.45, 7.71], [6.68, 2.3], [2.42, 4.52], [2.39, 9.79], [6.62, 4.59], [2.4, 11.65]]
epoch: 357
loss: 0.9999999916457102
dilation rates: [[1.4, 1.62], [1.4, 1.39], [1.25, 2.72], [4.63, 2.52], [2.6, 2.64], [5.68, 2.58], [2.44, 7.71], [6.75, 2.34], [2.35, 4.56], [2.49, 9.88], [6.65, 4.67], [2.47, 11.67]]
epoch: 358
loss: 0.9999999901997754
dilation rates: [[1.59, 1.81], [1.52, 1.54], [1.28, 2.75], [4.65, 2.47], [2.67, 2.59], [5.68, 2.61], [2.42, 7.72], [6.77, 2.34], [2.32, 4.65], [2.45, 9.86], [6.66, 4.68], [2.46, 11.69]]
epoch: 359
loss: 0.9999999914850507
dilation rates: [[1.47, 1.65], [1.5, 1.47], [1.27, 2.79], [4.75, 2.6], [2.75, 2.58], [5.83, 2.63], [2.53, 7.81], [6.81, 2.31], [2.52, 4.68], [2.57, 9.81], [6.67, 4.66], [2.49, 11.62]]
epoch: 360
loss: 0.9999999932523044
dilation rates: [[1.39, 1.7], [1.52, 1.53], [1.28, 2.76], [4.56, 2.61], [2.75, 2.59], [5.76, 2.65], [2.49, 7.67], [6.68, 2.38], [2.39, 4.6], [2.56, 9.78], [6.62, 4.66], [2.47, 11.63]]
epoch: 361
loss: 0.9999999932523044
dilation rates: [[1.45, 1.58], [1.43, 1.46], [1.22, 2.68], [4.67, 2.55], [2.71, 2.59], [5.73, 2.54], [2.48, 7.78], [6.62, 2.43], [2.45, 4.62], [2.5, 9.75], [6.66, 4.59], [2.43, 11.6]]
epoch: 362
loss: 0.9999999914850507
dilation rates: [[1.44, 1.56], [1.46, 1.34], [1.29, 2.77], [4.69, 2.51], [2.7, 2.62], [5.67, 2.56], [2.47, 7.66], [6.7, 2.49], [2.46, 4.72], [2.48, 9.74], [6.74, 4.76], [2.47, 11.69]]
epoch: 363
loss: 0.9999999922883478
dilation rates: [[1.52, 1.56], [1.48, 1.45], [1.22, 2.73], [4.73, 2.59], [2.67, 2.6], [5.68, 2.62], [2.41, 7.74], [6.69, 2.38], [2.38, 4.68], [2.54, 9.72], [6.67, 4.67], [2.49, 11.62]]
epoch: 364
loss: 0.9999999934129638
dilation rates: [[1.38, 1.6], [1.24, 1.43], [1.19, 2.79], [4.77, 2.61], [2.68, 2.66], [5.61, 2.6], [2.45, 7.75], [6.66, 2.39], [2.45, 4.74], [2.45, 9.75], [6.68, 4.68], [2.49, 11.66]]
epoch: 365
loss: 0.9999999922883478
dilation rates: [[1.28, 1.69], [1.49, 1.43], [1.28, 2.67], [4.62, 2.5], [2.71, 2.72], [5.64, 2.64], [2.45, 7.81], [6.79, 2.32], [2.46, 4.66], [2.54, 9.75], [6.66, 4.63], [2.46, 11.55]]
epoch: 366
loss: 0.9999999934129638
dilation rates: [[1.52, 1.49], [1.59, 1.35], [1.21, 2.69], [4.68, 2.61], [2.7, 2.7], [5.65, 2.63], [2.45, 7.84], [6.74, 2.29], [2.32, 4.65], [2.4, 9.8], [6.6, 4.63], [2.44, 11.64]]
epoch: 367
loss: 0.9999999906817536
dilation rates: [[1.45, 1.63], [1.45, 1.47], [1.23, 2.7], [4.62, 2.56], [2.68, 2.63], [5.66, 2.56], [2.43, 7.83], [6.79, 2.44], [2.41, 4.63], [2.52, 9.81], [6.63, 4.61], [2.56, 11.72]]
epoch: 368
loss: 0.9999999913243913
dilation rates: [[1.55, 1.59], [1.55, 1.35], [1.24, 2.7], [4.62, 2.62], [2.66, 2.66], [5.65, 2.61], [2.41, 7.79], [6.66, 2.37], [2.44, 4.64], [2.49, 9.76], [6.7, 4.68], [2.44, 11.63]]
epoch: 369
loss: 0.9999999942162608
dilation rates: [[1.39, 1.58], [1.45, 1.38], [1.24, 2.74], [4.56, 2.62], [2.66, 2.67], [5.64, 2.64], [2.48, 7.71], [6.62, 2.37], [2.42, 4.59], [2.48, 9.77], [6.65, 4.52], [2.53, 11.63]]
epoch: 370
loss: 0.9999999940556015
dilation rates: [[1.5, 1.56], [1.46, 1.44], [1.23, 2.74], [4.58, 2.62], [2.59, 2.65], [5.58, 2.59], [2.42, 7.66], [6.64, 2.34], [2.33, 4.67], [2.44, 9.78], [6.66, 4.59], [2.44, 11.55]]
epoch: 371
loss: 0.9999999910030725
dilation rates: [[1.38, 1.65], [1.38, 1.43], [1.13, 2.66], [4.56, 2.61], [2.57, 2.64], [5.56, 2.5], [2.42, 7.65], [6.59, 2.35], [2.44, 4.55], [2.51, 9.75], [6.68, 4.62], [2.44, 11.61]]
epoch: 372
loss: 0.9999999914850507
dilation rates: [[1.39, 1.65], [1.49, 1.45], [1.33, 2.74], [4.61, 2.51], [2.6, 2.58], [5.67, 2.61], [2.36, 7.8], [6.75, 2.37], [2.4, 4.57], [2.47, 9.76], [6.66, 4.66], [2.45, 11.77]]
epoch: 373
loss: 0.9999999940556015
dilation rates: [[1.44, 1.59], [1.51, 1.35], [1.3, 2.66], [4.52, 2.54], [2.65, 2.62], [5.67, 2.52], [2.43, 7.72], [6.8, 2.32], [2.4, 4.72], [2.53, 9.67], [6.75, 4.64], [2.48, 11.61]]
epoch: 374
loss: 0.9999999926096667
dilation rates: [[1.44, 1.65], [1.39, 1.34], [1.27, 2.61], [4.6, 2.51], [2.6, 2.62], [5.53, 2.5], [2.5, 7.68], [6.64, 2.27], [2.36, 4.68], [2.45, 9.68], [6.62, 4.58], [2.38, 11.58]]
IOU: [97.5, 80.29, 89.24, 41.75, 53.49, 52.22, 57.34, 71.56, 90.28, 59.74, 92.06, 75.11, 54.84, 91.38, 70.43, 74.97, 59.51, 46.63, 68.92]
mIOU: 69.86, mIOU_reduced: 70.15, accuracy: 94.56
epoch: 375
loss: 0.9999999914850507
dilation rates: [[1.41, 1.68], [1.49, 1.43], [1.21, 2.75], [4.68, 2.5], [2.52, 2.69], [5.68, 2.56], [2.48, 7.62], [6.61, 2.45], [2.39, 4.68], [2.55, 9.78], [6.68, 4.59], [2.51, 11.63]]
epoch: 376
loss: 0.9999999921276884
dilation rates: [[1.46, 1.68], [1.47, 1.34], [1.37, 2.78], [4.61, 2.57], [2.59, 2.64], [5.75, 2.67], [2.47, 7.78], [6.71, 2.35], [2.35, 4.56], [2.48, 9.71], [6.59, 4.66], [2.43, 11.6]]
epoch: 377
loss: 0.9999999926096667
dilation rates: [[1.49, 1.68], [1.48, 1.37], [1.3, 2.7], [4.65, 2.5], [2.65, 2.61], [5.75, 2.7], [2.39, 7.72], [6.75, 2.31], [2.36, 4.61], [2.49, 9.74], [6.64, 4.53], [2.38, 11.64]]
epoch: 378
loss: 0.9999999898784565
dilation rates: [[1.51, 1.62], [1.5, 1.46], [1.17, 2.64], [4.59, 2.51], [2.57, 2.55], [5.81, 2.55], [2.43, 7.58], [6.75, 2.23], [2.38, 4.65], [2.42, 9.71], [6.63, 4.57], [2.39, 11.56]]
epoch: 379
loss: 0.9999999935736232
dilation rates: [[1.57, 1.58], [1.49, 1.5], [1.3, 2.73], [4.63, 2.5], [2.58, 2.55], [5.59, 2.57], [2.5, 7.73], [6.71, 2.36], [2.41, 4.71], [2.5, 9.69], [6.61, 4.65], [2.49, 11.59]]
epoch: 380
loss: 0.9999999903604349
dilation rates: [[1.52, 1.66], [1.52, 1.45], [1.15, 2.66], [4.59, 2.54], [2.62, 2.64], [5.65, 2.6], [2.46, 7.62], [6.66, 2.38], [2.41, 4.55], [2.42, 9.69], [6.55, 4.6], [2.47, 11.64]]
epoch: 381
loss: 0.9999999910030725
dilation rates: [[1.57, 1.59], [1.52, 1.58], [1.21, 2.68], [4.53, 2.49], [2.56, 2.64], [5.69, 2.65], [2.41, 7.73], [6.66, 2.35], [2.37, 4.57], [2.52, 9.75], [6.57, 4.59], [2.43, 11.7]]
epoch: 382
loss: 0.9999999908424131
dilation rates: [[1.37, 1.7], [1.43, 1.39], [1.2, 2.79], [4.65, 2.51], [2.75, 2.64], [5.75, 2.53], [2.49, 7.79], [6.65, 2.4], [2.44, 4.64], [2.51, 9.72], [6.61, 4.59], [2.46, 11.67]]
epoch: 383
loss: 0.9999999934129638
dilation rates: [[1.54, 1.72], [1.39, 1.43], [1.35, 2.77], [4.62, 2.44], [2.78, 2.58], [5.76, 2.58], [2.54, 7.68], [6.66, 2.29], [2.4, 4.59], [2.41, 9.72], [6.71, 4.67], [2.45, 11.65]]
epoch: 384
loss: 0.9999999918063696
dilation rates: [[1.53, 1.6], [1.45, 1.44], [1.19, 2.71], [4.63, 2.59], [2.73, 2.51], [5.71, 2.62], [2.45, 7.72], [6.72, 2.37], [2.41, 4.61], [2.44, 9.73], [6.65, 4.5], [2.43, 11.66]]
epoch: 385
loss: 0.9999999930916449
dilation rates: [[1.51, 1.59], [1.5, 1.44], [1.33, 2.78], [4.67, 2.64], [2.64, 2.62], [5.6, 2.62], [2.51, 7.73], [6.7, 2.35], [2.47, 4.6], [2.51, 9.64], [6.65, 4.67], [2.43, 11.61]]
epoch: 386
loss: 0.9999999916457102
dilation rates: [[1.42, 1.6], [1.4, 1.36], [1.29, 2.64], [4.56, 2.62], [2.62, 2.57], [5.64, 2.56], [2.5, 7.74], [6.67, 2.45], [2.45, 4.62], [2.48, 9.63], [6.65, 4.6], [2.48, 11.64]]
epoch: 387
loss: 0.9999999929309855
dilation rates: [[1.55, 1.62], [1.5, 1.41], [1.18, 2.64], [4.52, 2.61], [2.74, 2.54], [5.64, 2.49], [2.48, 7.69], [6.72, 2.31], [2.43, 4.65], [2.48, 9.64], [6.62, 4.65], [2.42, 11.59]]
epoch: 388
loss: 0.9999999908424131
dilation rates: [[1.55, 1.62], [1.39, 1.52], [1.2, 2.76], [4.66, 2.53], [2.67, 2.63], [5.62, 2.62], [2.36, 7.81], [6.67, 2.29], [2.44, 4.57], [2.54, 9.72], [6.64, 4.65], [2.48, 11.72]]
epoch: 389
loss: 0.9999999914850507
dilation rates: [[1.39, 1.6], [1.54, 1.49], [1.24, 2.71], [4.64, 2.56], [2.66, 2.63], [5.77, 2.55], [2.42, 7.74], [6.7, 2.37], [2.37, 4.71], [2.49, 9.64], [6.65, 4.59], [2.51, 11.69]]
epoch: 390
loss: 0.9999999930916449
dilation rates: [[1.52, 1.58], [1.5, 1.46], [1.36, 2.85], [4.72, 2.53], [2.57, 2.67], [5.66, 2.54], [2.49, 7.79], [6.63, 2.41], [2.48, 4.67], [2.51, 9.75], [6.71, 4.59], [2.47, 11.71]]
epoch: 391
loss: 0.9999999929309855
dilation rates: [[1.41, 1.61], [1.47, 1.33], [1.14, 2.72], [4.71, 2.58], [2.7, 2.64], [5.69, 2.51], [2.5, 7.7], [6.7, 2.38], [2.47, 4.62], [2.54, 9.81], [6.65, 4.59], [2.42, 11.68]]
epoch: 392
loss: 0.9999999927703261
dilation rates: [[1.54, 1.53], [1.42, 1.34], [1.22, 2.72], [4.6, 2.59], [2.69, 2.6], [5.73, 2.57], [2.45, 7.74], [6.67, 2.41], [2.38, 4.69], [2.51, 9.73], [6.7, 4.59], [2.5, 11.65]]
epoch: 393
loss: 0.9999999929309855
dilation rates: [[1.46, 1.7], [1.54, 1.44], [1.25, 2.64], [4.6, 2.66], [2.57, 2.52], [5.72, 2.52], [2.46, 7.8], [6.77, 2.41], [2.24, 4.59], [2.35, 9.72], [6.65, 4.62], [2.45, 11.68]]
epoch: 394
loss: 0.9999999930916449
dilation rates: [[1.41, 1.65], [1.49, 1.38], [1.19, 2.76], [4.66, 2.6], [2.6, 2.53], [5.73, 2.64], [2.48, 7.73], [6.77, 2.31], [2.37, 4.55], [2.49, 9.78], [6.66, 4.61], [2.46, 11.68]]
epoch: 395
loss: 0.9999999910030725
dilation rates: [[1.42, 1.68], [1.5, 1.44], [1.19, 2.63], [4.57, 2.56], [2.56, 2.58], [5.74, 2.64], [2.44, 7.73], [6.8, 2.39], [2.45, 4.55], [2.41, 9.69], [6.64, 4.62], [2.48, 11.7]]
epoch: 396
loss: 0.9999999918063696
dilation rates: [[1.39, 1.68], [1.47, 1.37], [1.22, 2.63], [4.55, 2.51], [2.57, 2.69], [5.61, 2.63], [2.48, 7.67], [6.8, 2.44], [2.43, 4.57], [2.44, 9.71], [6.62, 4.62], [2.43, 11.72]]
epoch: 397
loss: 0.9999999924490073
dilation rates: [[1.53, 1.58], [1.49, 1.46], [1.23, 2.63], [4.59, 2.66], [2.75, 2.63], [5.6, 2.6], [2.39, 7.63], [6.81, 2.39], [2.32, 4.6], [2.54, 9.67], [6.66, 4.65], [2.44, 11.64]]
epoch: 398
loss: 0.999999991967029
dilation rates: [[1.5, 1.64], [1.44, 1.4], [1.2, 2.69], [4.6, 2.56], [2.65, 2.62], [5.7, 2.61], [2.52, 7.76], [6.75, 2.35], [2.32, 4.57], [2.51, 9.74], [6.63, 4.6], [2.46, 11.63]]
epoch: 399
loss: 0.9999999913243913
dilation rates: [[1.47, 1.51], [1.51, 1.33], [1.26, 2.61], [4.65, 2.61], [2.57, 2.67], [5.74, 2.57], [2.45, 7.7], [6.72, 2.42], [2.48, 4.71], [2.53, 9.74], [6.64, 4.55], [2.45, 11.71]]
IOU: [97.57, 81.03, 90.85, 45.4, 51.2, 57.12, 59.92, 71.11, 90.88, 59.61, 93.73, 75.59, 53.85, 93.01, 66.4, 80.16, 67.67, 51.03, 69.57]
mIOU: 71.35, mIOU_reduced: 71.34, accuracy: 94.95
epoch: 400
loss: 0.9999999924490073
dilation rates: [[1.6, 1.73], [1.52, 1.41], [1.24, 2.7], [4.57, 2.68], [2.64, 2.64], [5.66, 2.57], [2.48, 7.62], [6.7, 2.34], [2.5, 4.71], [2.47, 9.77], [6.61, 4.64], [2.43, 11.63]]
epoch: 401
loss: 0.999999991967029
dilation rates: [[1.62, 1.72], [1.52, 1.36], [1.43, 2.69], [4.68, 2.66], [2.68, 2.68], [5.7, 2.69], [2.43, 7.8], [6.71, 2.31], [2.43, 4.67], [2.5, 9.81], [6.64, 4.63], [2.51, 11.62]]
epoch: 402
loss: 0.9999999927703261
dilation rates: [[1.4, 1.5], [1.44, 1.41], [1.24, 2.68], [4.58, 2.59], [2.63, 2.61], [5.74, 2.53], [2.42, 7.74], [6.64, 2.4], [2.39, 4.66], [2.5, 9.76], [6.61, 4.61], [2.44, 11.66]]
epoch: 403
loss: 0.9999999924490073
dilation rates: [[1.35, 1.66], [1.42, 1.29], [1.12, 2.62], [4.6, 2.68], [2.56, 2.51], [5.72, 2.63], [2.46, 7.77], [6.69, 2.31], [2.48, 4.59], [2.45, 9.79], [6.55, 4.62], [2.43, 11.63]]
epoch: 404
loss: 0.9999999903604349
dilation rates: [[1.42, 1.6], [1.48, 1.49], [1.3, 2.65], [4.75, 2.63], [2.7, 2.49], [5.58, 2.65], [2.47, 7.75], [6.68, 2.36], [2.43, 4.57], [2.47, 9.88], [6.72, 4.65], [2.44, 11.64]]
epoch: 405
loss: 0.9999999916457102
dilation rates: [[1.39, 1.54], [1.43, 1.43], [1.26, 2.62], [4.67, 2.46], [2.59, 2.62], [5.6, 2.59], [2.49, 7.75], [6.58, 2.35], [2.42, 4.61], [2.43, 9.82], [6.65, 4.56], [2.4, 11.67]]
epoch: 406
loss: 0.999999991967029
dilation rates: [[1.32, 1.69], [1.43, 1.35], [1.28, 2.71], [4.68, 2.54], [2.61, 2.64], [5.66, 2.56], [2.43, 7.7], [6.52, 2.38], [2.43, 4.6], [2.48, 9.74], [6.66, 4.64], [2.45, 11.63]]
epoch: 407
loss: 0.9999999921276884
dilation rates: [[1.45, 1.73], [1.5, 1.41], [1.29, 2.74], [4.64, 2.57], [2.57, 2.67], [5.63, 2.51], [2.39, 7.69], [6.58, 2.34], [2.36, 4.56], [2.46, 9.64], [6.58, 4.62], [2.48, 11.61]]
epoch: 408
loss: 0.9999999918063696
dilation rates: [[1.43, 1.74], [1.5, 1.36], [1.28, 2.58], [4.61, 2.61], [2.65, 2.59], [5.6, 2.53], [2.37, 7.79], [6.61, 2.45], [2.49, 4.66], [2.41, 9.68], [6.77, 4.68], [2.55, 11.72]]
epoch: 409
loss: 0.9999999929309855
dilation rates: [[1.6, 1.73], [1.43, 1.4], [1.24, 2.64], [4.6, 2.68], [2.7, 2.62], [5.63, 2.58], [2.5, 7.76], [6.67, 2.36], [2.42, 4.57], [2.49, 9.68], [6.71, 4.63], [2.47, 11.61]]
epoch: 410
loss: 0.9999999934129638
dilation rates: [[1.52, 1.61], [1.5, 1.36], [1.24, 2.66], [4.62, 2.6], [2.68, 2.62], [5.59, 2.61], [2.42, 7.84], [6.68, 2.36], [2.39, 4.58], [2.49, 9.82], [6.68, 4.6], [2.41, 11.67]]
epoch: 411
loss: 0.9999999930916449
dilation rates: [[1.47, 1.58], [1.47, 1.48], [1.16, 2.69], [4.58, 2.64], [2.62, 2.64], [5.63, 2.75], [2.52, 7.76], [6.74, 2.38], [2.41, 4.65], [2.46, 9.73], [6.67, 4.61], [2.51, 11.63]]
epoch: 412
loss: 0.9999999938949421
dilation rates: [[1.44, 1.63], [1.45, 1.41], [1.2, 2.69], [4.63, 2.57], [2.62, 2.54], [5.65, 2.59], [2.48, 7.72], [6.66, 2.41], [2.43, 4.66], [2.42, 9.71], [6.66, 4.51], [2.45, 11.67]]
epoch: 413
loss: 0.9999999932523044
dilation rates: [[1.44, 1.56], [1.35, 1.39], [1.09, 2.69], [4.74, 2.55], [2.63, 2.68], [5.69, 2.56], [2.39, 7.69], [6.62, 2.37], [2.36, 4.67], [2.48, 9.7], [6.68, 4.59], [2.48, 11.66]]
epoch: 414
loss: 0.9999999914850507
dilation rates: [[1.51, 1.54], [1.48, 1.46], [1.25, 2.63], [4.66, 2.53], [2.67, 2.71], [5.67, 2.59], [2.5, 7.61], [6.71, 2.33], [2.41, 4.7], [2.48, 9.74], [6.73, 4.63], [2.43, 11.68]]
epoch: 415
loss: 0.9999999927703261
dilation rates: [[1.55, 1.67], [1.5, 1.54], [1.18, 2.72], [4.61, 2.6], [2.62, 2.66], [5.59, 2.49], [2.48, 7.71], [6.74, 2.35], [2.43, 4.67], [2.44, 9.74], [6.61, 4.58], [2.43, 11.6]]
epoch: 416
loss: 0.9999999913243913
dilation rates: [[1.46, 1.54], [1.43, 1.43], [1.26, 2.65], [4.6, 2.52], [2.59, 2.62], [5.62, 2.57], [2.49, 7.68], [6.72, 2.37], [2.42, 4.6], [2.47, 9.65], [6.66, 4.59], [2.44, 11.58]]
epoch: 417
loss: 0.9999999927703261
dilation rates: [[1.55, 1.67], [1.61, 1.45], [1.34, 2.66], [4.58, 2.75], [2.63, 2.69], [5.78, 2.47], [2.49, 7.72], [6.62, 2.5], [2.43, 4.72], [2.52, 9.72], [6.65, 4.62], [2.46, 11.65]]
epoch: 418
loss: 0.9999999921276884
dilation rates: [[1.55, 1.59], [1.5, 1.51], [1.22, 2.61], [4.5, 2.55], [2.61, 2.64], [5.72, 2.54], [2.4, 7.74], [6.76, 2.4], [2.39, 4.69], [2.52, 9.67], [6.6, 4.52], [2.38, 11.59]]
epoch: 419
loss: 0.9999999913243913
dilation rates: [[1.53, 1.65], [1.47, 1.38], [1.23, 2.77], [4.61, 2.72], [2.69, 2.69], [5.66, 2.71], [2.47, 7.81], [6.81, 2.57], [2.46, 4.63], [2.51, 9.74], [6.72, 4.63], [2.43, 11.73]]
epoch: 420
loss: 0.9999999926096667
dilation rates: [[1.36, 1.62], [1.49, 1.4], [1.29, 2.71], [4.63, 2.57], [2.69, 2.64], [5.69, 2.61], [2.47, 7.7], [6.72, 2.49], [2.48, 4.68], [2.49, 9.8], [6.72, 4.64], [2.49, 11.68]]
epoch: 421
loss: 0.9999999930916449
dilation rates: [[1.61, 1.59], [1.5, 1.42], [1.33, 2.65], [4.56, 2.6], [2.66, 2.68], [5.6, 2.65], [2.49, 7.64], [6.68, 2.33], [2.43, 4.66], [2.5, 9.73], [6.7, 4.67], [2.47, 11.61]]
epoch: 422
loss: 0.9999999934129638
dilation rates: [[1.52, 1.64], [1.45, 1.36], [1.28, 2.64], [4.69, 2.57], [2.59, 2.65], [5.64, 2.59], [2.43, 7.71], [6.68, 2.34], [2.42, 4.62], [2.47, 9.67], [6.7, 4.63], [2.42, 11.64]]
epoch: 423
loss: 0.9999999922883478
dilation rates: [[1.38, 1.57], [1.42, 1.39], [1.23, 2.69], [4.6, 2.56], [2.59, 2.66], [5.61, 2.6], [2.37, 7.78], [6.72, 2.4], [2.4, 4.65], [2.49, 9.71], [6.6, 4.54], [2.44, 11.59]]
epoch: 424
loss: 0.9999999906817536
dilation rates: [[1.46, 1.58], [1.46, 1.45], [1.27, 2.69], [4.62, 2.48], [2.65, 2.65], [5.59, 2.64], [2.4, 7.7], [6.73, 2.42], [2.43, 4.63], [2.44, 9.67], [6.53, 4.55], [2.44, 11.64]]
IOU: [97.48, 80.07, 90.35, 48.74, 52.3, 55.27, 58.65, 71.17, 90.54, 59.27, 94.42, 72.32, 49.66, 92.39, 60.92, 75.48, 66.06, 30.25, 63.95]
mIOU: 68.91, mIOU_reduced: 69.18, accuracy: 94.74
epoch: 425
loss: 0.999999991967029
dilation rates: [[1.54, 1.56], [1.5, 1.35], [1.3, 2.74], [4.66, 2.72], [2.52, 2.55], [5.57, 2.59], [2.53, 7.71], [6.74, 2.33], [2.57, 4.62], [2.58, 9.69], [6.74, 4.74], [2.47, 11.7]]
epoch: 426
loss: 0.9999999927703261
dilation rates: [[1.42, 1.61], [1.47, 1.36], [1.19, 2.65], [4.54, 2.57], [2.55, 2.59], [5.63, 2.6], [2.5, 7.74], [6.68, 2.36], [2.41, 4.54], [2.45, 9.65], [6.58, 4.59], [2.44, 11.66]]
epoch: 427
loss: 0.9999999897177971
dilation rates: [[1.38, 1.7], [1.51, 1.37], [1.26, 2.65], [4.54, 2.59], [2.57, 2.57], [5.6, 2.54], [2.37, 7.81], [6.65, 2.46], [2.45, 4.6], [2.43, 9.73], [6.64, 4.65], [2.4, 11.66]]
epoch: 428
loss: 0.9999999903604349
dilation rates: [[1.37, 1.52], [1.44, 1.36], [1.22, 2.68], [4.61, 2.45], [2.59, 2.61], [5.66, 2.61], [2.39, 7.69], [6.66, 2.31], [2.44, 4.54], [2.45, 9.69], [6.55, 4.62], [2.4, 11.57]]
epoch: 429
loss: 0.999999991163732
dilation rates: [[1.52, 1.7], [1.43, 1.52], [1.3, 2.62], [4.66, 2.61], [2.72, 2.63], [5.73, 2.66], [2.47, 7.81], [6.8, 2.44], [2.51, 4.6], [2.38, 9.8], [6.67, 4.68], [2.46, 11.57]]
epoch: 430
loss: 0.9999999927703261
dilation rates: [[1.48, 1.58], [1.4, 1.37], [1.14, 2.66], [4.57, 2.54], [2.6, 2.57], [5.68, 2.75], [2.45, 7.76], [6.65, 2.36], [2.47, 4.6], [2.41, 9.74], [6.57, 4.58], [2.44, 11.66]]
epoch: 431
loss: 0.9999999926096667
dilation rates: [[1.4, 1.6], [1.46, 1.3], [1.23, 2.73], [4.46, 2.58], [2.61, 2.6], [5.65, 2.63], [2.48, 7.79], [6.77, 2.41], [2.44, 4.71], [2.49, 9.83], [6.7, 4.62], [2.52, 11.69]]
epoch: 432
loss: 0.9999999898784565
dilation rates: [[1.43, 1.52], [1.45, 1.41], [1.26, 2.58], [4.61, 2.53], [2.54, 2.61], [5.63, 2.55], [2.43, 7.81], [6.72, 2.36], [2.49, 4.65], [2.52, 9.81], [6.59, 4.51], [2.44, 11.6]]
epoch: 433
loss: 0.9999999906817536
dilation rates: [[1.38, 1.6], [1.44, 1.41], [1.17, 2.73], [4.54, 2.47], [2.6, 2.63], [5.52, 2.59], [2.43, 7.76], [6.67, 2.31], [2.45, 4.67], [2.44, 9.79], [6.62, 4.56], [2.47, 11.58]]
epoch: 434
loss: 0.9999999910030725
dilation rates: [[1.47, 1.66], [1.44, 1.41], [1.3, 2.66], [4.5, 2.49], [2.61, 2.63], [5.56, 2.52], [2.51, 7.74], [6.71, 2.37], [2.43, 4.7], [2.47, 9.71], [6.68, 4.57], [2.45, 11.59]]
epoch: 435
loss: 0.999999991163732
dilation rates: [[1.51, 1.58], [1.4, 1.41], [1.25, 2.74], [4.45, 2.58], [2.65, 2.71], [5.65, 2.67], [2.44, 7.79], [6.66, 2.33], [2.34, 4.68], [2.43, 9.74], [6.66, 4.62], [2.4, 11.63]]
epoch: 436
loss: 0.9999999914850507
dilation rates: [[1.55, 1.59], [1.48, 1.35], [1.29, 2.66], [4.53, 2.58], [2.58, 2.6], [5.59, 2.59], [2.53, 7.71], [6.62, 2.39], [2.43, 4.69], [2.5, 9.6], [6.65, 4.6], [2.43, 11.62]]
epoch: 437
loss: 0.9999999916457102
dilation rates: [[1.45, 1.61], [1.5, 1.41], [1.17, 2.71], [4.63, 2.55], [2.61, 2.74], [5.61, 2.61], [2.39, 7.66], [6.66, 2.48], [2.49, 4.62], [2.45, 9.69], [6.62, 4.68], [2.5, 11.65]]
epoch: 438
loss: 0.9999999918063696
dilation rates: [[1.46, 1.56], [1.45, 1.48], [1.2, 2.71], [4.6, 2.5], [2.56, 2.55], [5.56, 2.64], [2.42, 7.72], [6.66, 2.28], [2.44, 4.6], [2.42, 9.78], [6.56, 4.56], [2.39, 11.65]]
epoch: 439
loss: 0.9999999932523044
dilation rates: [[1.42, 1.54], [1.46, 1.37], [1.2, 2.61], [4.65, 2.5], [2.57, 2.54], [5.61, 2.63], [2.46, 7.74], [6.66, 2.32], [2.41, 4.62], [2.47, 9.66], [6.65, 4.6], [2.47, 11.64]]
epoch: 440
loss: 0.9999999897177971
dilation rates: [[1.29, 1.65], [1.56, 1.47], [1.08, 2.65], [4.62, 2.49], [2.58, 2.42], [5.66, 2.59], [2.43, 7.7], [6.65, 2.41], [2.41, 4.69], [2.49, 9.68], [6.66, 4.64], [2.43, 11.63]]
epoch: 441
loss: 0.9999999918063696
dilation rates: [[1.38, 1.53], [1.47, 1.25], [1.13, 2.7], [4.63, 2.64], [2.7, 2.58], [5.66, 2.59], [2.46, 7.77], [6.69, 2.39], [2.47, 4.62], [2.36, 9.62], [6.59, 4.52], [2.42, 11.62]]
epoch: 442
loss: 0.999999991967029
dilation rates: [[1.55, 1.49], [1.39, 1.4], [1.25, 2.72], [4.59, 2.49], [2.68, 2.67], [5.65, 2.68], [2.37, 7.65], [6.57, 2.39], [2.47, 4.7], [2.43, 9.72], [6.65, 4.59], [2.42, 11.69]]
epoch: 443
loss: 0.9999999916457102
dilation rates: [[1.48, 1.65], [1.41, 1.49], [1.21, 2.76], [4.62, 2.61], [2.74, 2.66], [5.74, 2.59], [2.5, 7.79], [6.67, 2.41], [2.36, 4.76], [2.54, 9.76], [6.7, 4.71], [2.49, 11.71]]
epoch: 444
loss: 0.9999999903604349
dilation rates: [[1.45, 1.67], [1.49, 1.39], [1.24, 2.84], [4.65, 2.54], [2.63, 2.65], [5.68, 2.57], [2.42, 7.78], [6.63, 2.46], [2.41, 4.69], [2.49, 9.75], [6.71, 4.65], [2.42, 11.69]]
epoch: 445
loss: 0.9999999921276884
dilation rates: [[1.53, 1.51], [1.39, 1.39], [1.18, 2.67], [4.55, 2.57], [2.61, 2.64], [5.6, 2.6], [2.47, 7.64], [6.62, 2.35], [2.37, 4.62], [2.52, 9.65], [6.64, 4.59], [2.46, 11.64]]
epoch: 446
loss: 0.999999991967029
dilation rates: [[1.45, 1.6], [1.47, 1.46], [1.24, 2.72], [4.56, 2.56], [2.62, 2.69], [5.68, 2.57], [2.44, 7.68], [6.62, 2.44], [2.45, 4.59], [2.4, 9.64], [6.76, 4.64], [2.41, 11.69]]
epoch: 447
loss: 0.9999999934129638
dilation rates: [[1.41, 1.64], [1.44, 1.43], [1.16, 2.69], [4.66, 2.51], [2.59, 2.6], [5.61, 2.56], [2.41, 7.6], [6.58, 2.36], [2.44, 4.54], [2.4, 9.58], [6.69, 4.61], [2.39, 11.64]]
epoch: 448
loss: 0.9999999924490073
dilation rates: [[1.44, 1.55], [1.38, 1.32], [1.2, 2.6], [4.57, 2.46], [2.53, 2.68], [5.64, 2.54], [2.52, 7.66], [6.65, 2.29], [2.46, 4.7], [2.47, 9.65], [6.71, 4.55], [2.29, 11.62]]
epoch: 449
loss: 0.9999999930916449
dilation rates: [[1.43, 1.43], [1.45, 1.4], [1.3, 2.75], [4.69, 2.63], [2.71, 2.68], [5.69, 2.64], [2.48, 7.66], [6.54, 2.33], [2.41, 4.62], [2.42, 9.75], [6.66, 4.6], [2.41, 11.65]]
IOU: [97.74, 81.14, 90.86, 43.89, 52.09, 57.53, 61.64, 72.34, 91.46, 55.58, 94.3, 75.24, 51.07, 91.23, 50.78, 73.05, 38.64, 50.69, 70.24]
mIOU: 68.4, mIOU_reduced: 71.06, accuracy: 94.91
epoch: 450
loss: 0.9999999914850507
dilation rates: [[1.62, 1.66], [1.4, 1.48], [1.31, 2.7], [4.55, 2.49], [2.56, 2.61], [5.54, 2.64], [2.43, 7.68], [6.54, 2.27], [2.47, 4.56], [2.5, 9.77], [6.62, 4.57], [2.37, 11.69]]
epoch: 451
loss: 0.9999999918063696
dilation rates: [[1.51, 1.54], [1.43, 1.28], [1.3, 2.74], [4.73, 2.6], [2.51, 2.66], [5.62, 2.69], [2.39, 7.7], [6.61, 2.41], [2.37, 4.52], [2.49, 9.78], [6.63, 4.66], [2.45, 11.64]]
epoch: 452
loss: 0.9999999929309855
dilation rates: [[1.41, 1.65], [1.43, 1.36], [1.29, 2.64], [4.59, 2.65], [2.57, 2.59], [5.58, 2.62], [2.49, 7.66], [6.63, 2.4], [2.4, 4.57], [2.43, 9.78], [6.62, 4.61], [2.45, 11.66]]
epoch: 453
loss: 0.999999991163732
dilation rates: [[1.42, 1.59], [1.4, 1.41], [1.23, 2.61], [4.67, 2.67], [2.6, 2.5], [5.54, 2.61], [2.45, 7.68], [6.62, 2.41], [2.48, 4.59], [2.45, 9.72], [6.59, 4.51], [2.45, 11.54]]
epoch: 454
loss: 0.9999999913243913
dilation rates: [[1.43, 1.61], [1.39, 1.45], [1.18, 2.61], [4.66, 2.53], [2.57, 2.56], [5.57, 2.52], [2.38, 7.71], [6.65, 2.34], [2.42, 4.55], [2.44, 9.74], [6.58, 4.63], [2.43, 11.59]]
epoch: 455
loss: 0.9999999906817536
dilation rates: [[1.49, 1.62], [1.45, 1.39], [1.14, 2.66], [4.63, 2.57], [2.61, 2.62], [5.54, 2.56], [2.49, 7.71], [6.67, 2.44], [2.37, 4.61], [2.47, 9.67], [6.61, 4.46], [2.45, 11.59]]
epoch: 456
loss: 0.9999999930916449
dilation rates: [[1.42, 1.53], [1.55, 1.34], [1.18, 2.67], [4.62, 2.66], [2.59, 2.67], [5.59, 2.57], [2.46, 7.62], [6.63, 2.42], [2.38, 4.66], [2.45, 9.65], [6.62, 4.6], [2.44, 11.62]]
epoch: 457
loss: 0.9999999924490073
dilation rates: [[1.5, 1.62], [1.33, 1.42], [1.27, 2.67], [4.59, 2.58], [2.56, 2.72], [5.6, 2.57], [2.46, 7.64], [6.74, 2.29], [2.48, 4.76], [2.47, 9.72], [6.59, 4.55], [2.45, 11.57]]
epoch: 458
loss: 0.9999999903604349
dilation rates: [[1.47, 1.49], [1.32, 1.46], [1.26, 2.7], [4.62, 2.53], [2.49, 2.61], [5.59, 2.57], [2.49, 7.59], [6.71, 2.37], [2.42, 4.61], [2.47, 9.68], [6.61, 4.59], [2.5, 11.61]]
epoch: 459
loss: 0.9999999918063696
dilation rates: [[1.43, 1.64], [1.43, 1.5], [1.3, 2.68], [4.63, 2.54], [2.62, 2.73], [5.71, 2.62], [2.57, 7.83], [6.73, 2.44], [2.38, 4.62], [2.48, 9.69], [6.63, 4.65], [2.5, 11.64]]
epoch: 460
loss: 0.999999991163732
dilation rates: [[1.43, 1.54], [1.46, 1.35], [1.28, 2.56], [4.62, 2.51], [2.67, 2.6], [5.62, 2.58], [2.43, 7.77], [6.69, 2.41], [2.38, 4.53], [2.41, 9.64], [6.72, 4.6], [2.43, 11.69]]
epoch: 461
loss: 0.999999991967029
dilation rates: [[1.42, 1.64], [1.5, 1.31], [1.35, 2.8], [4.63, 2.66], [2.55, 2.62], [5.64, 2.58], [2.47, 7.68], [6.67, 2.39], [2.45, 4.61], [2.47, 9.68], [6.65, 4.64], [2.46, 11.68]]
epoch: 462
loss: 0.9999999922883478
dilation rates: [[1.47, 1.68], [1.42, 1.43], [1.25, 2.74], [4.71, 2.73], [2.64, 2.61], [5.7, 2.63], [2.5, 7.66], [6.58, 2.34], [2.4, 4.69], [2.49, 9.79], [6.75, 4.66], [2.48, 11.67]]
epoch: 463
loss: 0.9999999932523044
dilation rates: [[1.48, 1.62], [1.33, 1.44], [1.14, 2.63], [4.55, 2.61], [2.62, 2.6], [5.69, 2.64], [2.44, 7.59], [6.62, 2.42], [2.41, 4.6], [2.46, 9.73], [6.68, 4.61], [2.39, 11.63]]
epoch: 464
loss: 0.999999991967029
dilation rates: [[1.52, 1.67], [1.47, 1.57], [1.13, 2.72], [4.51, 2.62], [2.6, 2.63], [5.71, 2.55], [2.51, 7.7], [6.63, 2.37], [2.43, 4.75], [2.4, 9.79], [6.67, 4.66], [2.44, 11.68]]
epoch: 465
loss: 0.9999999921276884
dilation rates: [[1.53, 1.57], [1.38, 1.46], [1.16, 2.73], [4.53, 2.56], [2.55, 2.7], [5.65, 2.66], [2.38, 7.71], [6.77, 2.38], [2.47, 4.73], [2.43, 9.7], [6.66, 4.65], [2.5, 11.59]]
epoch: 466
loss: 0.9999999929309855
dilation rates: [[1.46, 1.59], [1.37, 1.46], [1.33, 2.68], [4.6, 2.48], [2.56, 2.69], [5.62, 2.64], [2.47, 7.76], [6.75, 2.38], [2.48, 4.65], [2.49, 9.8], [6.65, 4.65], [2.43, 11.63]]
epoch: 467
loss: 0.9999999927703261
dilation rates: [[1.57, 1.62], [1.41, 1.46], [1.2, 2.65], [4.65, 2.5], [2.64, 2.62], [5.67, 2.6], [2.51, 7.75], [6.74, 2.37], [2.35, 4.67], [2.45, 9.68], [6.67, 4.64], [2.41, 11.67]]
epoch: 468
loss: 0.9999999903604349
dilation rates: [[1.41, 1.66], [1.47, 1.46], [1.31, 2.81], [4.55, 2.61], [2.62, 2.69], [5.75, 2.63], [2.52, 7.74], [6.78, 2.34], [2.41, 4.63], [2.47, 9.63], [6.6, 4.65], [2.51, 11.7]]
epoch: 469
loss: 0.9999999892358189
dilation rates: [[1.44, 1.58], [1.39, 1.49], [1.3, 2.72], [4.67, 2.54], [2.63, 2.61], [5.63, 2.55], [2.41, 7.73], [6.64, 2.36], [2.37, 4.55], [2.48, 9.62], [6.6, 4.67], [2.5, 11.55]]
epoch: 470
loss: 0.999999990039116
dilation rates: [[1.48, 1.62], [1.46, 1.46], [1.34, 2.72], [4.64, 2.49], [2.57, 2.57], [5.66, 2.55], [2.46, 7.62], [6.7, 2.39], [2.35, 4.64], [2.45, 9.61], [6.61, 4.59], [2.38, 11.57]]
epoch: 471
loss: 0.9999999918063696
dilation rates: [[1.52, 1.67], [1.41, 1.51], [1.2, 2.67], [4.69, 2.64], [2.43, 2.66], [5.63, 2.61], [2.45, 7.82], [6.62, 2.41], [2.55, 4.74], [2.65, 9.82], [6.75, 4.61], [2.47, 11.75]]
epoch: 472
loss: 0.9999999903604349
dilation rates: [[1.55, 1.6], [1.48, 1.49], [1.19, 2.69], [4.62, 2.61], [2.59, 2.65], [5.68, 2.58], [2.41, 7.81], [6.66, 2.38], [2.49, 4.65], [2.47, 9.84], [6.68, 4.61], [2.46, 11.65]]
epoch: 473
loss: 0.999999991163732
dilation rates: [[1.46, 1.61], [1.41, 1.3], [1.15, 2.67], [4.56, 2.44], [2.67, 2.66], [5.62, 2.48], [2.41, 7.72], [6.64, 2.36], [2.45, 4.6], [2.45, 9.77], [6.57, 4.68], [2.41, 11.55]]
epoch: 474
loss: 0.9999999922883478
dilation rates: [[1.45, 1.61], [1.51, 1.53], [1.34, 2.65], [4.55, 2.62], [2.69, 2.71], [5.72, 2.61], [2.51, 7.75], [6.75, 2.45], [2.51, 4.68], [2.62, 9.65], [6.72, 4.7], [2.48, 11.57]]
IOU: [97.74, 81.94, 89.7, 39.13, 45.64, 55.53, 60.34, 69.91, 90.69, 56.87, 93.85, 72.79, 55.04, 91.06, 32.73, 56.6, 44.61, 44.31, 66.31]
mIOU: 65.52, mIOU_reduced: 69.43, accuracy: 94.46
epoch: 475
loss: 0.9999999929309855
dilation rates: [[1.5, 1.63], [1.32, 1.39], [1.28, 2.73], [4.44, 2.66], [2.69, 2.77], [5.63, 2.69], [2.52, 7.76], [6.77, 2.44], [2.54, 4.59], [2.55, 9.74], [6.7, 4.61], [2.48, 11.71]]
epoch: 476
loss: 0.9999999929309855
dilation rates: [[1.39, 1.68], [1.44, 1.3], [1.23, 2.66], [4.6, 2.51], [2.58, 2.59], [5.65, 2.52], [2.47, 7.64], [6.72, 2.4], [2.38, 4.66], [2.5, 9.68], [6.74, 4.56], [2.49, 11.67]]
epoch: 477
loss: 0.9999999922883478
dilation rates: [[1.55, 1.67], [1.47, 1.4], [1.26, 2.69], [4.57, 2.6], [2.51, 2.7], [5.63, 2.64], [2.43, 7.72], [6.72, 2.33], [2.45, 4.53], [2.45, 9.61], [6.56, 4.55], [2.45, 11.62]]
epoch: 478
loss: 0.9999999916457102
dilation rates: [[1.45, 1.63], [1.39, 1.41], [1.17, 2.57], [4.52, 2.58], [2.57, 2.63], [5.66, 2.57], [2.51, 7.75], [6.69, 2.46], [2.37, 4.56], [2.48, 9.73], [6.55, 4.51], [2.46, 11.66]]
epoch: 479
loss: 0.9999999906817536
dilation rates: [[1.47, 1.65], [1.51, 1.42], [1.24, 2.61], [4.67, 2.48], [2.63, 2.68], [5.61, 2.63], [2.49, 7.68], [6.72, 2.36], [2.43, 4.65], [2.47, 9.72], [6.69, 4.64], [2.42, 11.64]]
epoch: 480
loss: 0.9999999926096667
dilation rates: [[1.37, 1.59], [1.42, 1.38], [1.17, 2.66], [4.63, 2.55], [2.55, 2.57], [5.62, 2.69], [2.42, 7.68], [6.69, 2.3], [2.33, 4.62], [2.44, 9.72], [6.72, 4.51], [2.38, 11.65]]
epoch: 481
loss: 0.9999999924490073
dilation rates: [[1.44, 1.42], [1.44, 1.41], [1.25, 2.63], [4.48, 2.42], [2.59, 2.61], [5.61, 2.56], [2.47, 7.75], [6.69, 2.46], [2.41, 4.64], [2.49, 9.67], [6.63, 4.61], [2.41, 11.63]]
epoch: 482
loss: 0.9999999901997754
dilation rates: [[1.51, 1.55], [1.47, 1.39], [1.17, 2.7], [4.52, 2.45], [2.61, 2.58], [5.81, 2.56], [2.54, 7.66], [6.65, 2.45], [2.43, 4.67], [2.54, 9.65], [6.61, 4.55], [2.45, 11.6]]
epoch: 483
loss: 0.9999999929309855
dilation rates: [[1.39, 1.51], [1.42, 1.34], [1.25, 2.63], [4.57, 2.46], [2.52, 2.57], [5.65, 2.5], [2.45, 7.67], [6.67, 2.32], [2.38, 4.58], [2.49, 9.61], [6.6, 4.6], [2.44, 11.59]]
epoch: 484
loss: 0.9999999906817536
dilation rates: [[1.4, 1.64], [1.39, 1.4], [1.22, 2.69], [4.53, 2.51], [2.48, 2.73], [5.66, 2.6], [2.45, 7.7], [6.68, 2.42], [2.38, 4.63], [2.47, 9.65], [6.65, 4.56], [2.45, 11.62]]
epoch: 485
loss: 0.999999991967029
dilation rates: [[1.6, 1.62], [1.53, 1.47], [1.28, 2.61], [4.65, 2.59], [2.65, 2.61], [5.79, 2.55], [2.42, 7.66], [6.57, 2.43], [2.4, 4.59], [2.48, 9.72], [6.72, 4.59], [2.46, 11.69]]
epoch: 486
loss: 0.9999999910030725
dilation rates: [[1.4, 1.47], [1.51, 1.43], [1.25, 2.62], [4.54, 2.55], [2.63, 2.6], [5.75, 2.56], [2.48, 7.68], [6.7, 2.33], [2.48, 4.61], [2.5, 9.75], [6.64, 4.59], [2.49, 11.66]]
epoch: 487
loss: 0.9999999914850507
dilation rates: [[1.54, 1.72], [1.51, 1.38], [1.3, 2.7], [4.6, 2.55], [2.47, 2.57], [5.74, 2.6], [2.48, 7.77], [6.71, 2.39], [2.39, 4.62], [2.42, 9.8], [6.63, 4.57], [2.47, 11.56]]
epoch: 488
loss: 0.9999999926096667
dilation rates: [[1.48, 1.61], [1.5, 1.36], [1.26, 2.73], [4.67, 2.62], [2.57, 2.66], [5.66, 2.65], [2.55, 7.69], [6.76, 2.45], [2.49, 4.65], [2.51, 9.78], [6.59, 4.58], [2.5, 11.62]]
epoch: 489
loss: 0.999999990039116
dilation rates: [[1.47, 1.62], [1.51, 1.46], [1.15, 2.68], [4.63, 2.56], [2.6, 2.62], [5.67, 2.54], [2.46, 7.75], [6.78, 2.41], [2.34, 4.6], [2.47, 9.79], [6.63, 4.62], [2.48, 11.62]]
epoch: 490
loss: 0.9999999881112029
dilation rates: [[1.55, 1.58], [1.49, 1.5], [1.35, 2.76], [4.6, 2.6], [2.64, 2.69], [5.74, 2.57], [2.51, 7.79], [6.63, 2.54], [2.44, 4.58], [2.55, 9.71], [6.71, 4.64], [2.55, 11.66]]
epoch: 491
loss: 0.9999999924490073
dilation rates: [[1.51, 1.69], [1.43, 1.36], [1.25, 2.7], [4.56, 2.63], [2.63, 2.63], [5.69, 2.61], [2.52, 7.75], [6.67, 2.46], [2.38, 4.64], [2.47, 9.72], [6.64, 4.57], [2.45, 11.65]]
epoch: 492
loss: 0.9999999916457102
dilation rates: [[1.48, 1.59], [1.49, 1.39], [1.16, 2.77], [4.68, 2.56], [2.64, 2.69], [5.62, 2.61], [2.48, 7.81], [6.74, 2.4], [2.36, 4.62], [2.55, 9.71], [6.69, 4.63], [2.44, 11.67]]
epoch: 493
loss: 0.9999999934129638
dilation rates: [[1.56, 1.48], [1.43, 1.44], [1.21, 2.6], [4.5, 2.47], [2.57, 2.59], [5.63, 2.68], [2.4, 7.74], [6.74, 2.37], [2.44, 4.61], [2.53, 9.72], [6.67, 4.7], [2.48, 11.7]]
epoch: 494
loss: 0.9999999901997754
dilation rates: [[1.51, 1.56], [1.39, 1.43], [1.2, 2.67], [4.52, 2.58], [2.59, 2.64], [5.68, 2.61], [2.5, 7.72], [6.68, 2.41], [2.43, 4.6], [2.48, 9.75], [6.71, 4.58], [2.46, 11.61]]
epoch: 495
loss: 0.9999999935736232
dilation rates: [[1.52, 1.67], [1.43, 1.38], [1.23, 2.58], [4.63, 2.5], [2.65, 2.58], [5.63, 2.63], [2.42, 7.87], [6.72, 2.39], [2.43, 4.55], [2.44, 9.73], [6.64, 4.65], [2.44, 11.61]]
epoch: 496
loss: 0.9999999916457102
dilation rates: [[1.39, 1.68], [1.45, 1.37], [1.3, 2.69], [4.69, 2.59], [2.62, 2.65], [5.65, 2.69], [2.46, 7.72], [6.68, 2.34], [2.4, 4.58], [2.48, 9.71], [6.6, 4.55], [2.43, 11.63]]
epoch: 497
loss: 0.9999999922883478
dilation rates: [[1.42, 1.55], [1.42, 1.43], [1.22, 2.66], [4.63, 2.51], [2.6, 2.57], [5.68, 2.62], [2.42, 7.68], [6.67, 2.47], [2.47, 4.61], [2.46, 9.68], [6.62, 4.61], [2.42, 11.62]]
epoch: 498
loss: 0.999999990039116
dilation rates: [[1.53, 1.58], [1.46, 1.49], [1.17, 2.73], [4.67, 2.6], [2.64, 2.62], [5.72, 2.6], [2.49, 7.71], [6.61, 2.38], [2.42, 4.67], [2.51, 9.68], [6.67, 4.64], [2.47, 11.7]]
epoch: 499
loss: 0.999999991967029
dilation rates: [[1.5, 1.63], [1.45, 1.44], [1.29, 2.79], [4.73, 2.5], [2.64, 2.55], [5.77, 2.65], [2.52, 7.67], [6.63, 2.39], [2.35, 4.65], [2.49, 9.66], [6.69, 4.57], [2.42, 11.69]]
IOU: [97.86, 82.39, 91.11, 47.83, 54.65, 57.96, 61.27, 70.29, 91.62, 58.72, 93.63, 70.18, 45.44, 91.32, 60.05, 72.31, 69.99, 45.93, 69.23]
mIOU: 70.09, mIOU_reduced: 70.59, accuracy: 95.03
epoch: 500
loss: 0.9999999914850507
dilation rates: [[1.54, 1.65], [1.54, 1.45], [1.37, 2.65], [4.52, 2.51], [2.6, 2.53], [5.67, 2.68], [2.51, 7.66], [6.64, 2.34], [2.34, 4.58], [2.55, 9.66], [6.67, 4.59], [2.42, 11.68]]
epoch: 501
loss: 0.999999991163732
dilation rates: [[1.54, 1.61], [1.49, 1.42], [1.17, 2.7], [4.64, 2.55], [2.62, 2.52], [5.64, 2.6], [2.48, 7.81], [6.66, 2.45], [2.42, 4.66], [2.47, 9.72], [6.69, 4.61], [2.42, 11.65]]
epoch: 502
loss: 0.9999999892358189
dilation rates: [[1.61, 1.64], [1.53, 1.41], [1.19, 2.65], [4.56, 2.59], [2.55, 2.7], [5.49, 2.69], [2.36, 7.64], [6.69, 2.41], [2.4, 4.6], [2.55, 9.72], [6.77, 4.58], [2.47, 11.61]]
epoch: 503
loss: 0.999999991163732
dilation rates: [[1.51, 1.69], [1.38, 1.4], [1.26, 2.65], [4.6, 2.51], [2.64, 2.64], [5.61, 2.67], [2.44, 7.71], [6.66, 2.3], [2.44, 4.58], [2.45, 9.79], [6.68, 4.59], [2.46, 11.6]]
epoch: 504
loss: 0.9999999914850507
dilation rates: [[1.52, 1.45], [1.41, 1.38], [1.12, 2.58], [4.59, 2.52], [2.62, 2.45], [5.61, 2.56], [2.4, 7.66], [6.67, 2.35], [2.44, 4.57], [2.48, 9.81], [6.63, 4.47], [2.4, 11.61]]
epoch: 505
loss: 0.9999999906817536
dilation rates: [[1.53, 1.53], [1.43, 1.42], [1.19, 2.59], [4.53, 2.55], [2.6, 2.55], [5.55, 2.52], [2.43, 7.6], [6.64, 2.36], [2.45, 4.53], [2.48, 9.72], [6.61, 4.51], [2.46, 11.54]]
epoch: 506
loss: 0.9999999913243913
dilation rates: [[1.45, 1.5], [1.45, 1.44], [1.27, 2.67], [4.56, 2.6], [2.57, 2.51], [5.55, 2.62], [2.42, 7.68], [6.6, 2.4], [2.5, 4.51], [2.48, 9.66], [6.6, 4.56], [2.43, 11.63]]
epoch: 507
loss: 0.9999999929309855
dilation rates: [[1.43, 1.62], [1.42, 1.42], [1.23, 2.59], [4.6, 2.5], [2.62, 2.56], [5.69, 2.65], [2.45, 7.71], [6.65, 2.43], [2.4, 4.58], [2.43, 9.66], [6.6, 4.55], [2.51, 11.6]]
epoch: 508
loss: 0.999999991163732
dilation rates: [[1.4, 1.66], [1.43, 1.36], [1.26, 2.69], [4.6, 2.57], [2.6, 2.55], [5.7, 2.59], [2.51, 7.7], [6.72, 2.46], [2.35, 4.64], [2.44, 9.67], [6.62, 4.54], [2.45, 11.56]]
epoch: 509
loss: 0.9999999921276884
dilation rates: [[1.48, 1.59], [1.37, 1.35], [1.23, 2.68], [4.57, 2.56], [2.58, 2.55], [5.47, 2.56], [2.47, 7.71], [6.72, 2.39], [2.37, 4.64], [2.5, 9.73], [6.64, 4.6], [2.43, 11.61]]
epoch: 510
loss: 0.9999999914850507
dilation rates: [[1.47, 1.61], [1.44, 1.43], [1.31, 2.65], [4.56, 2.55], [2.54, 2.67], [5.68, 2.64], [2.53, 7.7], [6.69, 2.45], [2.58, 4.72], [2.45, 9.68], [6.68, 4.66], [2.4, 11.67]]
epoch: 511
loss: 0.9999999914850507
dilation rates: [[1.4, 1.55], [1.4, 1.41], [1.19, 2.67], [4.51, 2.49], [2.52, 2.52], [5.61, 2.61], [2.42, 7.73], [6.65, 2.35], [2.4, 4.57], [2.46, 9.67], [6.67, 4.58], [2.38, 11.65]]
epoch: 512
loss: 0.9999999901997754
dilation rates: [[1.54, 1.57], [1.38, 1.38], [1.3, 2.6], [4.54, 2.58], [2.55, 2.57], [5.55, 2.6], [2.49, 7.68], [6.74, 2.37], [2.35, 4.54], [2.41, 9.64], [6.59, 4.55], [2.47, 11.6]]
epoch: 513
loss: 0.9999999930916449
dilation rates: [[1.48, 1.53], [1.45, 1.44], [1.24, 2.62], [4.59, 2.47], [2.51, 2.65], [5.73, 2.52], [2.44, 7.7], [6.62, 2.32], [2.45, 4.52], [2.53, 9.72], [6.56, 4.59], [2.5, 11.62]]
epoch: 514
loss: 0.9999999908424131
dilation rates: [[1.51, 1.79], [1.5, 1.41], [1.26, 2.72], [4.57, 2.56], [2.67, 2.7], [5.6, 2.52], [2.56, 7.6], [6.58, 2.42], [2.4, 4.62], [2.58, 9.71], [6.69, 4.56], [2.53, 11.63]]
epoch: 515
loss: 0.9999999916457102
dilation rates: [[1.44, 1.55], [1.42, 1.44], [1.3, 2.59], [4.54, 2.54], [2.62, 2.69], [5.68, 2.49], [2.47, 7.54], [6.69, 2.38], [2.38, 4.63], [2.45, 9.71], [6.7, 4.54], [2.43, 11.61]]
epoch: 516
loss: 0.9999999927703261
dilation rates: [[1.42, 1.56], [1.38, 1.36], [1.18, 2.64], [4.66, 2.53], [2.6, 2.74], [5.7, 2.55], [2.48, 7.75], [6.67, 2.32], [2.43, 4.59], [2.43, 9.74], [6.63, 4.6], [2.43, 11.67]]
epoch: 517
loss: 0.9999999914850507
dilation rates: [[1.47, 1.56], [1.42, 1.42], [1.3, 2.67], [4.67, 2.67], [2.55, 2.63], [5.55, 2.49], [2.47, 7.74], [6.72, 2.38], [2.33, 4.64], [2.44, 9.68], [6.68, 4.58], [2.45, 11.65]]
epoch: 518
loss: 0.9999999930916449
dilation rates: [[1.47, 1.54], [1.29, 1.28], [1.3, 2.64], [4.71, 2.56], [2.57, 2.52], [5.59, 2.57], [2.46, 7.68], [6.74, 2.45], [2.46, 4.73], [2.46, 9.68], [6.69, 4.58], [2.44, 11.7]]
epoch: 519
loss: 0.9999999930916449
dilation rates: [[1.49, 1.56], [1.5, 1.42], [1.25, 2.64], [4.67, 2.6], [2.53, 2.67], [5.69, 2.74], [2.56, 7.66], [6.72, 2.51], [2.49, 4.63], [2.51, 9.83], [6.62, 4.72], [2.4, 11.74]]
epoch: 520
loss: 0.9999999927703261
dilation rates: [[1.47, 1.51], [1.47, 1.35], [1.3, 2.64], [4.53, 2.49], [2.52, 2.68], [5.66, 2.61], [2.46, 7.65], [6.65, 2.41], [2.35, 4.63], [2.45, 9.71], [6.62, 4.55], [2.42, 11.62]]
epoch: 521
loss: 0.9999999914850507
dilation rates: [[1.54, 1.63], [1.54, 1.5], [1.31, 2.77], [4.58, 2.58], [2.62, 2.61], [5.61, 2.58], [2.43, 7.7], [6.62, 2.39], [2.53, 4.67], [2.5, 9.72], [6.65, 4.53], [2.46, 11.71]]
epoch: 522
loss: 0.9999999921276884
dilation rates: [[1.6, 1.57], [1.45, 1.37], [1.24, 2.68], [4.63, 2.5], [2.59, 2.57], [5.58, 2.55], [2.46, 7.72], [6.7, 2.35], [2.41, 4.65], [2.49, 9.67], [6.63, 4.55], [2.39, 11.65]]
epoch: 523
loss: 0.9999999921276884
dilation rates: [[1.45, 1.64], [1.44, 1.42], [1.19, 2.67], [4.61, 2.53], [2.56, 2.53], [5.64, 2.58], [2.4, 7.66], [6.61, 2.4], [2.44, 4.64], [2.47, 9.71], [6.62, 4.5], [2.45, 11.58]]
epoch: 524
loss: 0.9999999905210942
dilation rates: [[1.48, 1.55], [1.37, 1.41], [1.26, 2.66], [4.64, 2.48], [2.57, 2.6], [5.65, 2.55], [2.47, 7.75], [6.67, 2.31], [2.37, 4.55], [2.5, 9.8], [6.58, 4.53], [2.41, 11.64]]
IOU: [97.58, 80.86, 89.51, 43.82, 55.68, 54.41, 56.94, 72.4, 90.18, 59.91, 94.16, 75.16, 54.28, 92.46, 65.04, 68.99, 56.68, 45.52, 69.59]
mIOU: 69.64, mIOU_reduced: 70.78, accuracy: 94.73
epoch: 525
loss: 0.9999999895571378
dilation rates: [[1.49, 1.62], [1.51, 1.4], [1.26, 2.73], [4.66, 2.66], [2.59, 2.59], [5.6, 2.55], [2.5, 7.82], [6.64, 2.43], [2.37, 4.61], [2.54, 9.8], [6.7, 4.67], [2.5, 11.71]]
epoch: 526
loss: 0.9999999903604349
dilation rates: [[1.54, 1.46], [1.49, 1.33], [1.19, 2.68], [4.55, 2.52], [2.62, 2.6], [5.55, 2.47], [2.32, 7.82], [6.65, 2.32], [2.43, 4.65], [2.45, 9.76], [6.62, 4.53], [2.42, 11.66]]
epoch: 527
loss: 0.9999999932523044
dilation rates: [[1.37, 1.67], [1.35, 1.4], [1.21, 2.67], [4.61, 2.66], [2.62, 2.63], [5.65, 2.59], [2.5, 7.7], [6.69, 2.49], [2.44, 4.77], [2.52, 9.79], [6.64, 4.71], [2.49, 11.69]]
epoch: 528
loss: 0.9999999922883478
dilation rates: [[1.54, 1.69], [1.4, 1.31], [1.24, 2.68], [4.6, 2.57], [2.55, 2.57], [5.55, 2.6], [2.41, 7.75], [6.63, 2.34], [2.39, 4.59], [2.48, 9.76], [6.63, 4.55], [2.44, 11.62]]
epoch: 529
loss: 0.9999999924490073
dilation rates: [[1.43, 1.56], [1.45, 1.39], [1.2, 2.55], [4.63, 2.6], [2.59, 2.55], [5.63, 2.55], [2.43, 7.79], [6.7, 2.44], [2.47, 4.67], [2.47, 9.82], [6.67, 4.65], [2.43, 11.69]]
epoch: 530
loss: 0.9999999893964783
dilation rates: [[1.47, 1.6], [1.46, 1.42], [1.2, 2.64], [4.49, 2.54], [2.52, 2.64], [5.65, 2.57], [2.45, 7.74], [6.63, 2.42], [2.43, 4.57], [2.58, 9.74], [6.64, 4.55], [2.42, 11.61]]
epoch: 531
loss: 0.9999999906817536
dilation rates: [[1.52, 1.68], [1.57, 1.43], [1.25, 2.71], [4.61, 2.43], [2.58, 2.68], [5.63, 2.65], [2.52, 7.67], [6.65, 2.45], [2.39, 4.59], [2.5, 9.75], [6.64, 4.62], [2.49, 11.68]]
epoch: 532
loss: 0.9999999922883478
dilation rates: [[1.4, 1.69], [1.55, 1.44], [1.21, 2.72], [4.57, 2.48], [2.58, 2.62], [5.69, 2.59], [2.45, 7.67], [6.77, 2.42], [2.46, 4.62], [2.48, 9.75], [6.69, 4.57], [2.4, 11.63]]
epoch: 533
loss: 0.9999999908424131
dilation rates: [[1.48, 1.64], [1.46, 1.32], [1.29, 2.77], [4.59, 2.61], [2.62, 2.64], [5.65, 2.52], [2.49, 7.74], [6.68, 2.54], [2.45, 4.61], [2.49, 9.73], [6.6, 4.65], [2.5, 11.64]]
epoch: 534
loss: 0.9999999938949421
dilation rates: [[1.48, 1.52], [1.4, 1.51], [1.37, 2.81], [4.64, 2.63], [2.59, 2.77], [5.72, 2.6], [2.51, 7.83], [6.73, 2.46], [2.37, 4.66], [2.49, 9.67], [6.6, 4.59], [2.49, 11.66]]
epoch: 535
loss: 0.9999999910030725
dilation rates: [[1.44, 1.53], [1.4, 1.4], [1.24, 2.65], [4.62, 2.57], [2.5, 2.57], [5.64, 2.64], [2.4, 7.72], [6.71, 2.44], [2.37, 4.67], [2.44, 9.8], [6.62, 4.57], [2.4, 11.68]]
epoch: 536
loss: 0.9999999918063696
dilation rates: [[1.53, 1.55], [1.46, 1.38], [1.29, 2.71], [4.55, 2.64], [2.59, 2.59], [5.61, 2.6], [2.42, 7.8], [6.7, 2.35], [2.42, 4.67], [2.49, 9.81], [6.61, 4.64], [2.42, 11.63]]
epoch: 537
loss: 0.9999999906817536
dilation rates: [[1.46, 1.54], [1.48, 1.37], [1.24, 2.67], [4.58, 2.53], [2.55, 2.64], [5.65, 2.54], [2.46, 7.77], [6.68, 2.35], [2.38, 4.77], [2.43, 9.72], [6.67, 4.59], [2.4, 11.64]]
epoch: 538
loss: 0.9999999906817536
dilation rates: [[1.46, 1.57], [1.47, 1.36], [1.27, 2.75], [4.63, 2.5], [2.57, 2.58], [5.66, 2.52], [2.44, 7.7], [6.67, 2.4], [2.34, 4.71], [2.41, 9.68], [6.57, 4.6], [2.41, 11.59]]
epoch: 539
loss: 0.9999999913243913
dilation rates: [[1.52, 1.71], [1.53, 1.52], [1.41, 2.67], [4.57, 2.61], [2.61, 2.65], [5.7, 2.6], [2.48, 7.72], [6.7, 2.39], [2.38, 4.57], [2.5, 9.78], [6.63, 4.57], [2.47, 11.6]]
epoch: 540
loss: 0.9999999903604349
dilation rates: [[1.41, 1.52], [1.38, 1.36], [1.2, 2.67], [4.62, 2.57], [2.58, 2.58], [5.67, 2.58], [2.47, 7.72], [6.67, 2.4], [2.44, 4.57], [2.5, 9.7], [6.56, 4.56], [2.39, 11.6]]
epoch: 541
loss: 0.9999999889145
dilation rates: [[1.44, 1.56], [1.51, 1.35], [1.22, 2.66], [4.62, 2.6], [2.59, 2.6], [5.74, 2.6], [2.48, 7.76], [6.66, 2.43], [2.45, 4.66], [2.44, 9.66], [6.58, 4.56], [2.46, 11.6]]
epoch: 542
loss: 0.9999999897177971
dilation rates: [[1.38, 1.63], [1.48, 1.29], [1.27, 2.65], [4.54, 2.52], [2.59, 2.6], [5.72, 2.55], [2.51, 7.71], [6.65, 2.35], [2.4, 4.61], [2.41, 9.68], [6.58, 4.61], [2.43, 11.57]]
epoch: 543
loss: 0.9999999922883478
dilation rates: [[1.41, 1.6], [1.46, 1.35], [1.19, 2.65], [4.54, 2.58], [2.55, 2.55], [5.67, 2.54], [2.47, 7.67], [6.73, 2.35], [2.35, 4.57], [2.4, 9.67], [6.59, 4.53], [2.39, 11.52]]
epoch: 544
loss: 0.9999999893964783
dilation rates: [[1.37, 1.6], [1.41, 1.36], [1.19, 2.6], [4.56, 2.53], [2.48, 2.6], [5.64, 2.48], [2.43, 7.61], [6.7, 2.4], [2.43, 4.59], [2.39, 9.67], [6.63, 4.54], [2.42, 11.53]]
epoch: 545
loss: 0.999999990039116
dilation rates: [[1.48, 1.67], [1.44, 1.36], [1.28, 2.62], [4.44, 2.47], [2.59, 2.55], [5.61, 2.54], [2.47, 7.6], [6.73, 2.36], [2.35, 4.65], [2.39, 9.6], [6.59, 4.51], [2.41, 11.51]]
epoch: 546
loss: 0.999999990039116
dilation rates: [[1.4, 1.49], [1.5, 1.28], [1.3, 2.7], [4.41, 2.53], [2.56, 2.58], [5.66, 2.51], [2.47, 7.67], [6.63, 2.44], [2.5, 4.56], [2.36, 9.62], [6.55, 4.55], [2.52, 11.57]]
epoch: 547
loss: 0.9999999908424131
dilation rates: [[1.52, 1.64], [1.45, 1.42], [1.16, 2.62], [4.47, 2.56], [2.51, 2.43], [5.56, 2.57], [2.41, 7.69], [6.63, 2.33], [2.38, 4.59], [2.3, 9.66], [6.56, 4.54], [2.44, 11.6]]
epoch: 548
loss: 0.9999999922883478
dilation rates: [[1.42, 1.59], [1.57, 1.45], [1.33, 2.69], [4.58, 2.72], [2.61, 2.56], [5.52, 2.58], [2.43, 7.65], [6.52, 2.4], [2.48, 4.66], [2.5, 9.65], [6.63, 4.62], [2.45, 11.62]]
epoch: 549
loss: 0.9999999905210942
dilation rates: [[1.54, 1.69], [1.47, 1.4], [1.32, 2.68], [4.57, 2.52], [2.61, 2.65], [5.52, 2.68], [2.45, 7.71], [6.59, 2.48], [2.48, 4.66], [2.45, 9.78], [6.59, 4.67], [2.54, 11.64]]
IOU: [97.67, 81.29, 90.33, 42.8, 53.68, 57.54, 60.36, 72.05, 91.32, 60.56, 93.98, 74.65, 53.08, 92.09, 64.57, 78.58, 57.33, 45.84, 69.85]
mIOU: 70.4, mIOU_reduced: 71.07, accuracy: 94.96
epoch: 550
loss: 0.9999999910030725
dilation rates: [[1.35, 1.6], [1.4, 1.43], [1.18, 2.74], [4.61, 2.53], [2.55, 2.51], [5.58, 2.58], [2.49, 7.58], [6.69, 2.41], [2.44, 4.57], [2.44, 9.74], [6.69, 4.58], [2.44, 11.59]]
epoch: 551
loss: 0.9999999932523044
dilation rates: [[1.5, 1.76], [1.44, 1.45], [1.34, 2.65], [4.73, 2.57], [2.61, 2.56], [5.68, 2.55], [2.44, 7.8], [6.75, 2.42], [2.51, 4.61], [2.45, 9.72], [6.69, 4.67], [2.55, 11.6]]
epoch: 552
loss: 0.9999999913243913
dilation rates: [[1.47, 1.59], [1.54, 1.5], [1.26, 2.65], [4.63, 2.51], [2.59, 2.59], [5.62, 2.65], [2.5, 7.76], [6.61, 2.38], [2.37, 4.57], [2.48, 9.74], [6.63, 4.57], [2.44, 11.66]]
epoch: 553
loss: 0.999999991163732
dilation rates: [[1.49, 1.57], [1.41, 1.47], [1.25, 2.71], [4.63, 2.58], [2.59, 2.55], [5.65, 2.59], [2.47, 7.74], [6.56, 2.35], [2.43, 4.62], [2.42, 9.79], [6.62, 4.59], [2.43, 11.64]]
epoch: 554
loss: 0.9999999926096667
dilation rates: [[1.47, 1.67], [1.48, 1.46], [1.28, 2.61], [4.73, 2.53], [2.58, 2.7], [5.73, 2.57], [2.49, 7.74], [6.64, 2.43], [2.44, 4.65], [2.43, 9.78], [6.62, 4.66], [2.45, 11.69]]
epoch: 555
loss: 0.9999999924490073
dilation rates: [[1.5, 1.57], [1.41, 1.4], [1.21, 2.64], [4.65, 2.53], [2.63, 2.6], [5.58, 2.57], [2.39, 7.76], [6.62, 2.36], [2.4, 4.62], [2.46, 9.68], [6.61, 4.58], [2.4, 11.63]]
epoch: 556
loss: 0.9999999889145
dilation rates: [[1.51, 1.6], [1.54, 1.51], [1.22, 2.64], [4.65, 2.57], [2.59, 2.51], [5.68, 2.58], [2.49, 7.79], [6.66, 2.42], [2.43, 4.68], [2.45, 9.71], [6.63, 4.61], [2.46, 11.57]]
epoch: 557
loss: 0.9999999908424131
dilation rates: [[1.47, 1.67], [1.46, 1.39], [1.25, 2.67], [4.59, 2.51], [2.64, 2.52], [5.6, 2.62], [2.44, 7.75], [6.61, 2.45], [2.44, 4.62], [2.45, 9.73], [6.63, 4.48], [2.37, 11.63]]
epoch: 558
loss: 0.999999991163732
dilation rates: [[1.44, 1.54], [1.42, 1.32], [1.23, 2.74], [4.65, 2.52], [2.66, 2.5], [5.66, 2.6], [2.45, 7.72], [6.66, 2.37], [2.41, 4.67], [2.42, 9.77], [6.61, 4.59], [2.47, 11.64]]
epoch: 559
loss: 0.9999999914850507
dilation rates: [[1.5, 1.6], [1.45, 1.36], [1.21, 2.6], [4.65, 2.46], [2.58, 2.57], [5.67, 2.6], [2.45, 7.83], [6.59, 2.33], [2.4, 4.65], [2.45, 9.7], [6.63, 4.51], [2.43, 11.59]]
epoch: 560
loss: 0.9999999929309855
dilation rates: [[1.45, 1.57], [1.43, 1.42], [1.19, 2.65], [4.6, 2.56], [2.59, 2.45], [5.63, 2.55], [2.4, 7.68], [6.68, 2.33], [2.41, 4.61], [2.46, 9.81], [6.66, 4.54], [2.44, 11.59]]
epoch: 561
loss: 0.9999999905210942
dilation rates: [[1.39, 1.67], [1.45, 1.43], [1.27, 2.78], [4.61, 2.56], [2.57, 2.45], [5.63, 2.56], [2.4, 7.76], [6.63, 2.38], [2.45, 4.65], [2.55, 9.75], [6.63, 4.56], [2.41, 11.64]]
epoch: 562
loss: 0.9999999903604349
dilation rates: [[1.48, 1.61], [1.45, 1.48], [1.32, 2.74], [4.6, 2.56], [2.72, 2.57], [5.71, 2.72], [2.48, 7.73], [6.72, 2.38], [2.41, 4.69], [2.56, 9.69], [6.71, 4.55], [2.45, 11.71]]
epoch: 563
loss: 0.9999999910030725
dilation rates: [[1.52, 1.66], [1.47, 1.47], [1.21, 2.73], [4.74, 2.55], [2.58, 2.61], [5.6, 2.63], [2.47, 7.77], [6.7, 2.36], [2.47, 4.7], [2.47, 9.7], [6.64, 4.61], [2.41, 11.63]]
epoch: 564
loss: 0.9999999890751594
dilation rates: [[1.55, 1.59], [1.47, 1.27], [1.25, 2.65], [4.58, 2.56], [2.56, 2.55], [5.59, 2.66], [2.45, 7.72], [6.68, 2.44], [2.49, 4.65], [2.5, 9.65], [6.62, 4.55], [2.43, 11.59]]
epoch: 565
loss: 0.999999991967029
dilation rates: [[1.56, 1.62], [1.48, 1.42], [1.2, 2.68], [4.66, 2.5], [2.64, 2.55], [5.6, 2.7], [2.46, 7.77], [6.56, 2.37], [2.4, 4.62], [2.37, 9.7], [6.63, 4.55], [2.43, 11.62]]
epoch: 566
loss: 0.9999999918063696
dilation rates: [[1.44, 1.58], [1.43, 1.42], [1.24, 2.58], [4.62, 2.54], [2.59, 2.59], [5.58, 2.61], [2.5, 7.81], [6.68, 2.41], [2.43, 4.6], [2.38, 9.75], [6.68, 4.66], [2.46, 11.59]]
epoch: 567
loss: 0.9999999913243913
dilation rates: [[1.49, 1.59], [1.39, 1.36], [1.15, 2.69], [4.64, 2.55], [2.61, 2.64], [5.56, 2.67], [2.46, 7.67], [6.72, 2.45], [2.46, 4.63], [2.37, 9.74], [6.69, 4.61], [2.45, 11.6]]
epoch: 568
loss: 0.9999999905210942
dilation rates: [[1.47, 1.68], [1.54, 1.37], [1.24, 2.77], [4.7, 2.61], [2.64, 2.68], [5.62, 2.64], [2.44, 7.66], [6.72, 2.47], [2.33, 4.66], [2.45, 9.72], [6.66, 4.58], [2.43, 11.6]]
epoch: 569
loss: 0.999999991163732
dilation rates: [[1.6, 1.46], [1.46, 1.36], [1.24, 2.64], [4.67, 2.55], [2.62, 2.61], [5.61, 2.61], [2.35, 7.65], [6.7, 2.43], [2.45, 4.66], [2.5, 9.81], [6.61, 4.56], [2.46, 11.57]]
epoch: 570
loss: 0.9999999901997754
dilation rates: [[1.49, 1.67], [1.37, 1.45], [1.31, 2.69], [4.69, 2.5], [2.59, 2.64], [5.63, 2.54], [2.47, 7.64], [6.74, 2.41], [2.41, 4.61], [2.47, 9.8], [6.61, 4.6], [2.48, 11.57]]
epoch: 571
loss: 0.9999999922883478
dilation rates: [[1.48, 1.52], [1.38, 1.36], [1.33, 2.71], [4.59, 2.56], [2.6, 2.6], [5.65, 2.51], [2.44, 7.65], [6.68, 2.46], [2.5, 4.64], [2.43, 9.82], [6.61, 4.58], [2.47, 11.57]]
epoch: 572
loss: 0.9999999910030725
dilation rates: [[1.44, 1.5], [1.41, 1.26], [1.16, 2.68], [4.6, 2.58], [2.63, 2.6], [5.59, 2.53], [2.49, 7.7], [6.63, 2.45], [2.42, 4.62], [2.42, 9.76], [6.64, 4.62], [2.44, 11.58]]
epoch: 573
loss: 0.9999999929309855
dilation rates: [[1.44, 1.63], [1.43, 1.42], [1.17, 2.65], [4.6, 2.42], [2.61, 2.51], [5.62, 2.49], [2.5, 7.73], [6.66, 2.36], [2.33, 4.68], [2.48, 9.77], [6.61, 4.63], [2.45, 11.63]]
epoch: 574
loss: 0.9999999921276884
dilation rates: [[1.57, 1.56], [1.42, 1.27], [1.17, 2.62], [4.6, 2.46], [2.62, 2.58], [5.66, 2.52], [2.47, 7.77], [6.65, 2.43], [2.37, 4.64], [2.45, 9.77], [6.59, 4.55], [2.41, 11.63]]
IOU: [97.78, 82.76, 91.49, 54.05, 57.16, 59.97, 64.89, 70.74, 91.74, 62.07, 94.55, 76.62, 54.88, 93.29, 69.37, 76.17, 66.23, 56.44, 71.43]
mIOU: 73.24, mIOU_reduced: 73.74, accuracy: 95.37
epoch: 575
loss: 0.9999999916457102
dilation rates: [[1.47, 1.58], [1.42, 1.36], [1.26, 2.61], [4.68, 2.5], [2.61, 2.57], [5.73, 2.59], [2.45, 7.72], [6.68, 2.39], [2.38, 4.58], [2.38, 9.78], [6.57, 4.54], [2.4, 11.6]]
epoch: 576
loss: 0.9999999895571378
dilation rates: [[1.44, 1.59], [1.5, 1.42], [1.23, 2.63], [4.6, 2.57], [2.62, 2.49], [5.69, 2.57], [2.51, 7.69], [6.71, 2.42], [2.38, 4.58], [2.33, 9.73], [6.61, 4.61], [2.43, 11.59]]
epoch: 577
loss: 0.9999999901997754
dilation rates: [[1.47, 1.56], [1.47, 1.39], [1.25, 2.6], [4.64, 2.52], [2.59, 2.62], [5.65, 2.6], [2.48, 7.64], [6.7, 2.44], [2.43, 4.65], [2.47, 9.73], [6.59, 4.52], [2.45, 11.6]]
epoch: 578
loss: 0.9999999916457102
dilation rates: [[1.38, 1.61], [1.37, 1.42], [1.27, 2.64], [4.61, 2.5], [2.56, 2.62], [5.66, 2.61], [2.52, 7.74], [6.73, 2.44], [2.4, 4.68], [2.35, 9.72], [6.58, 4.56], [2.45, 11.6]]
epoch: 579
loss: 0.9999999887538407
dilation rates: [[1.51, 1.5], [1.41, 1.37], [1.24, 2.64], [4.53, 2.51], [2.55, 2.54], [5.63, 2.58], [2.35, 7.73], [6.71, 2.37], [2.43, 4.61], [2.44, 9.66], [6.56, 4.52], [2.38, 11.57]]
epoch: 580
loss: 0.9999999895571378
dilation rates: [[1.41, 1.47], [1.48, 1.4], [1.23, 2.58], [4.59, 2.51], [2.58, 2.58], [5.64, 2.58], [2.61, 7.67], [6.7, 2.26], [2.43, 4.62], [2.48, 9.72], [6.6, 4.57], [2.41, 11.58]]
epoch: 581
loss: 0.9999999921276884
dilation rates: [[1.52, 1.6], [1.48, 1.42], [1.14, 2.71], [4.68, 2.59], [2.59, 2.62], [5.71, 2.48], [2.51, 7.64], [6.71, 2.47], [2.48, 4.69], [2.47, 9.77], [6.69, 4.69], [2.43, 11.72]]
epoch: 582
loss: 0.999999991967029
dilation rates: [[1.35, 1.62], [1.39, 1.39], [1.25, 2.61], [4.67, 2.47], [2.57, 2.58], [5.73, 2.56], [2.47, 7.79], [6.74, 2.46], [2.47, 4.66], [2.48, 9.7], [6.63, 4.64], [2.46, 11.61]]
epoch: 583
loss: 0.999999990039116
dilation rates: [[1.45, 1.57], [1.46, 1.35], [1.2, 2.74], [4.57, 2.53], [2.62, 2.59], [5.68, 2.58], [2.48, 7.71], [6.65, 2.45], [2.38, 4.63], [2.47, 9.73], [6.62, 4.55], [2.45, 11.66]]
epoch: 584
loss: 0.9999999901997754
dilation rates: [[1.6, 1.64], [1.44, 1.51], [1.33, 2.65], [4.43, 2.57], [2.61, 2.7], [5.83, 2.58], [2.52, 7.7], [6.71, 2.36], [2.41, 4.61], [2.48, 9.74], [6.63, 4.57], [2.41, 11.57]]
epoch: 585
loss: 0.9999999905210942
dilation rates: [[1.46, 1.62], [1.42, 1.43], [1.3, 2.67], [4.56, 2.58], [2.64, 2.54], [5.7, 2.71], [2.43, 7.7], [6.72, 2.3], [2.39, 4.62], [2.52, 9.76], [6.66, 4.6], [2.48, 11.62]]
epoch: 586
loss: 0.9999999913243913
dilation rates: [[1.51, 1.62], [1.49, 1.38], [1.26, 2.64], [4.57, 2.67], [2.57, 2.57], [5.65, 2.59], [2.35, 7.72], [6.68, 2.44], [2.38, 4.63], [2.45, 9.74], [6.6, 4.6], [2.47, 11.63]]
epoch: 587
loss: 0.9999999918063696
dilation rates: [[1.39, 1.6], [1.51, 1.35], [1.28, 2.67], [4.65, 2.5], [2.51, 2.58], [5.57, 2.57], [2.45, 7.69], [6.62, 2.38], [2.36, 4.65], [2.4, 9.63], [6.62, 4.55], [2.37, 11.61]]
epoch: 588
loss: 0.9999999876292247
dilation rates: [[1.38, 1.56], [1.37, 1.39], [1.22, 2.69], [4.64, 2.6], [2.54, 2.56], [5.63, 2.6], [2.44, 7.73], [6.62, 2.4], [2.42, 4.6], [2.39, 9.65], [6.6, 4.54], [2.48, 11.58]]
epoch: 589
loss: 0.9999999905210942
dilation rates: [[1.4, 1.57], [1.35, 1.36], [1.33, 2.67], [4.55, 2.61], [2.56, 2.55], [5.49, 2.5], [2.47, 7.77], [6.59, 2.25], [2.44, 4.62], [2.4, 9.64], [6.67, 4.59], [2.46, 11.61]]
epoch: 590
loss: 0.9999999910030725
dilation rates: [[1.46, 1.56], [1.45, 1.3], [1.2, 2.74], [4.56, 2.51], [2.56, 2.56], [5.55, 2.52], [2.45, 7.71], [6.56, 2.29], [2.38, 4.6], [2.4, 9.66], [6.64, 4.62], [2.42, 11.6]]
epoch: 591
loss: 0.9999999898784565
dilation rates: [[1.45, 1.66], [1.43, 1.4], [1.24, 2.71], [4.66, 2.46], [2.64, 2.54], [5.68, 2.58], [2.42, 7.69], [6.6, 2.45], [2.45, 4.62], [2.43, 9.72], [6.65, 4.59], [2.47, 11.63]]
epoch: 592
loss: 0.9999999922883478
dilation rates: [[1.5, 1.63], [1.48, 1.4], [1.31, 2.73], [4.67, 2.53], [2.6, 2.6], [5.7, 2.52], [2.46, 7.75], [6.67, 2.4], [2.36, 4.59], [2.4, 9.71], [6.62, 4.66], [2.44, 11.63]]
epoch: 593
loss: 0.999999991967029
dilation rates: [[1.41, 1.7], [1.39, 1.35], [1.28, 2.7], [4.63, 2.55], [2.54, 2.64], [5.64, 2.62], [2.45, 7.67], [6.59, 2.41], [2.35, 4.55], [2.4, 9.74], [6.59, 4.59], [2.38, 11.63]]
epoch: 594
loss: 0.9999999898784565
dilation rates: [[1.44, 1.59], [1.45, 1.41], [1.29, 2.63], [4.6, 2.47], [2.52, 2.53], [5.63, 2.6], [2.37, 7.64], [6.56, 2.37], [2.44, 4.62], [2.47, 9.67], [6.59, 4.51], [2.47, 11.57]]
epoch: 595
loss: 0.9999999914850507
dilation rates: [[1.43, 1.46], [1.54, 1.38], [1.31, 2.69], [4.51, 2.54], [2.54, 2.57], [5.6, 2.56], [2.43, 7.63], [6.6, 2.39], [2.42, 4.58], [2.44, 9.67], [6.58, 4.53], [2.42, 11.64]]
epoch: 596
loss: 0.9999999916457102
dilation rates: [[1.52, 1.54], [1.45, 1.26], [1.33, 2.73], [4.67, 2.55], [2.66, 2.53], [5.75, 2.59], [2.47, 7.72], [6.68, 2.38], [2.47, 4.7], [2.45, 9.73], [6.61, 4.51], [2.44, 11.62]]
epoch: 597
loss: 0.9999999916457102
dilation rates: [[1.44, 1.67], [1.44, 1.42], [1.24, 2.67], [4.69, 2.58], [2.62, 2.61], [5.59, 2.64], [2.42, 7.67], [6.69, 2.36], [2.47, 4.6], [2.39, 9.76], [6.62, 4.55], [2.35, 11.59]]
epoch: 598
loss: 0.9999999905210942
dilation rates: [[1.58, 1.61], [1.48, 1.5], [1.3, 2.73], [4.7, 2.58], [2.76, 2.57], [5.71, 2.62], [2.45, 7.65], [6.55, 2.45], [2.47, 4.6], [2.47, 9.77], [6.66, 4.59], [2.43, 11.67]]
epoch: 599
loss: 0.9999999918063696
dilation rates: [[1.53, 1.56], [1.48, 1.45], [1.32, 2.64], [4.62, 2.57], [2.58, 2.56], [5.66, 2.62], [2.47, 7.67], [6.58, 2.44], [2.44, 4.58], [2.49, 9.77], [6.67, 4.54], [2.46, 11.63]]
IOU: [97.55, 82.1, 90.9, 58.75, 53.5, 56.35, 60.74, 70.98, 91.14, 59.02, 93.98, 74.75, 45.48, 92.33, 38.3, 66.89, 51.84, 50.21, 69.84]
mIOU: 68.67, mIOU_reduced: 71.73, accuracy: 94.98
epoch: 600
loss: 0.9999999910030725
dilation rates: [[1.34, 1.65], [1.4, 1.39], [1.25, 2.64], [4.59, 2.58], [2.57, 2.61], [5.52, 2.65], [2.47, 7.58], [6.48, 2.44], [2.39, 4.64], [2.45, 9.79], [6.64, 4.64], [2.45, 11.58]]
epoch: 601
loss: 0.9999999903604349
dilation rates: [[1.46, 1.62], [1.47, 1.44], [1.24, 2.68], [4.53, 2.59], [2.57, 2.65], [5.59, 2.54], [2.47, 7.62], [6.5, 2.38], [2.41, 4.64], [2.44, 9.69], [6.61, 4.57], [2.5, 11.66]]
epoch: 602
loss: 0.9999999901997754
dilation rates: [[1.41, 1.54], [1.4, 1.36], [1.27, 2.62], [4.57, 2.55], [2.58, 2.55], [5.61, 2.51], [2.44, 7.68], [6.56, 2.41], [2.41, 4.58], [2.4, 9.75], [6.58, 4.57], [2.42, 11.63]]
epoch: 603
loss: 0.9999999898784565
dilation rates: [[1.43, 1.59], [1.39, 1.37], [1.2, 2.66], [4.6, 2.6], [2.6, 2.6], [5.64, 2.57], [2.43, 7.66], [6.59, 2.41], [2.47, 4.67], [2.45, 9.68], [6.56, 4.51], [2.44, 11.59]]
epoch: 604
loss: 0.9999999895571378
dilation rates: [[1.6, 1.56], [1.38, 1.38], [1.26, 2.65], [4.62, 2.54], [2.57, 2.57], [5.67, 2.58], [2.47, 7.62], [6.63, 2.34], [2.44, 4.66], [2.44, 9.67], [6.59, 4.53], [2.45, 11.56]]
epoch: 605
loss: 0.9999999901997754
dilation rates: [[1.43, 1.55], [1.42, 1.39], [1.26, 2.71], [4.6, 2.57], [2.58, 2.56], [5.67, 2.55], [2.48, 7.67], [6.66, 2.47], [2.39, 4.67], [2.44, 9.69], [6.69, 4.57], [2.46, 11.62]]
epoch: 606
loss: 0.9999999906817536
dilation rates: [[1.51, 1.5], [1.48, 1.39], [1.23, 2.69], [4.56, 2.58], [2.51, 2.6], [5.65, 2.57], [2.47, 7.7], [6.61, 2.42], [2.39, 4.6], [2.45, 9.76], [6.72, 4.54], [2.48, 11.58]]
epoch: 607
loss: 0.9999999905210942
dilation rates: [[1.52, 1.62], [1.36, 1.34], [1.26, 2.7], [4.61, 2.47], [2.59, 2.58], [5.6, 2.59], [2.45, 7.75], [6.61, 2.35], [2.37, 4.59], [2.44, 9.78], [6.67, 4.54], [2.45, 11.64]]
epoch: 608
loss: 0.999999991163732
dilation rates: [[1.47, 1.65], [1.43, 1.36], [1.32, 2.72], [4.59, 2.55], [2.6, 2.66], [5.54, 2.53], [2.45, 7.67], [6.62, 2.41], [2.45, 4.63], [2.45, 9.65], [6.62, 4.54], [2.43, 11.61]]
epoch: 609
loss: 0.9999999910030725
dilation rates: [[1.47, 1.6], [1.39, 1.29], [1.19, 2.71], [4.69, 2.48], [2.58, 2.58], [5.52, 2.57], [2.48, 7.61], [6.58, 2.46], [2.43, 4.58], [2.5, 9.57], [6.6, 4.56], [2.44, 11.54]]
epoch: 610
loss: 0.9999999906817536
dilation rates: [[1.49, 1.63], [1.42, 1.44], [1.16, 2.68], [4.64, 2.63], [2.62, 2.6], [5.61, 2.62], [2.5, 7.69], [6.64, 2.4], [2.42, 4.63], [2.51, 9.62], [6.61, 4.59], [2.49, 11.6]]
epoch: 611
loss: 0.9999999927703261
dilation rates: [[1.42, 1.54], [1.47, 1.41], [1.34, 2.57], [4.67, 2.6], [2.65, 2.61], [5.64, 2.59], [2.43, 7.72], [6.64, 2.42], [2.37, 4.54], [2.49, 9.66], [6.68, 4.56], [2.44, 11.57]]
epoch: 612
loss: 0.9999999890751594
dilation rates: [[1.44, 1.6], [1.36, 1.52], [1.27, 2.6], [4.71, 2.63], [2.62, 2.58], [5.57, 2.68], [2.44, 7.7], [6.59, 2.38], [2.34, 4.62], [2.39, 9.68], [6.62, 4.56], [2.4, 11.59]]
epoch: 613
loss: 0.9999999882718623
dilation rates: [[1.39, 1.54], [1.4, 1.38], [1.27, 2.6], [4.59, 2.57], [2.58, 2.54], [5.58, 2.54], [2.4, 7.75], [6.61, 2.4], [2.4, 4.59], [2.44, 9.68], [6.64, 4.57], [2.42, 11.58]]
epoch: 614
loss: 0.9999999922883478
dilation rates: [[1.46, 1.61], [1.4, 1.45], [1.2, 2.68], [4.67, 2.53], [2.53, 2.62], [5.63, 2.62], [2.44, 7.8], [6.56, 2.39], [2.43, 4.6], [2.37, 9.68], [6.59, 4.5], [2.41, 11.59]]
epoch: 615
loss: 0.999999991967029
dilation rates: [[1.45, 1.65], [1.46, 1.31], [1.35, 2.69], [4.67, 2.65], [2.58, 2.56], [5.66, 2.62], [2.46, 7.73], [6.63, 2.4], [2.48, 4.63], [2.41, 9.74], [6.66, 4.56], [2.44, 11.58]]
epoch: 616
loss: 0.9999999893964783
dilation rates: [[1.48, 1.49], [1.49, 1.39], [1.26, 2.6], [4.68, 2.56], [2.63, 2.58], [5.69, 2.58], [2.41, 7.73], [6.61, 2.45], [2.4, 4.61], [2.46, 9.7], [6.6, 4.57], [2.4, 11.54]]
epoch: 617
loss: 0.9999999897177971
dilation rates: [[1.48, 1.59], [1.42, 1.31], [1.22, 2.62], [4.62, 2.49], [2.63, 2.56], [5.55, 2.6], [2.43, 7.68], [6.6, 2.42], [2.43, 4.59], [2.46, 9.74], [6.59, 4.59], [2.43, 11.54]]
epoch: 618
loss: 0.9999999892358189
dilation rates: [[1.45, 1.55], [1.42, 1.39], [1.24, 2.64], [4.55, 2.57], [2.54, 2.58], [5.64, 2.53], [2.5, 7.66], [6.57, 2.43], [2.41, 4.59], [2.39, 9.73], [6.62, 4.58], [2.45, 11.58]]
epoch: 619
loss: 0.9999999890751594
dilation rates: [[1.44, 1.55], [1.44, 1.36], [1.29, 2.73], [4.56, 2.53], [2.59, 2.61], [5.58, 2.5], [2.4, 7.65], [6.54, 2.32], [2.38, 4.54], [2.42, 9.72], [6.63, 4.57], [2.42, 11.56]]
epoch: 620
loss: 0.9999999905210942
dilation rates: [[1.44, 1.69], [1.4, 1.44], [1.27, 2.6], [4.57, 2.61], [2.57, 2.69], [5.65, 2.53], [2.48, 7.68], [6.65, 2.5], [2.44, 4.63], [2.48, 9.74], [6.62, 4.61], [2.44, 11.57]]
epoch: 621
loss: 0.9999999892358189
dilation rates: [[1.48, 1.58], [1.43, 1.37], [1.19, 2.63], [4.59, 2.56], [2.6, 2.54], [5.61, 2.47], [2.46, 7.75], [6.64, 2.37], [2.41, 4.62], [2.46, 9.71], [6.61, 4.58], [2.41, 11.6]]
epoch: 622
loss: 0.9999999906817536
dilation rates: [[1.39, 1.57], [1.44, 1.41], [1.24, 2.66], [4.61, 2.57], [2.56, 2.61], [5.54, 2.53], [2.45, 7.68], [6.66, 2.39], [2.36, 4.64], [2.47, 9.69], [6.68, 4.6], [2.49, 11.63]]
epoch: 623
loss: 0.9999999927703261
dilation rates: [[1.55, 1.58], [1.5, 1.35], [1.25, 2.55], [4.68, 2.58], [2.6, 2.57], [5.65, 2.57], [2.49, 7.81], [6.71, 2.42], [2.38, 4.71], [2.49, 9.72], [6.69, 4.62], [2.48, 11.62]]
epoch: 624
loss: 0.9999999898784565
dilation rates: [[1.47, 1.61], [1.37, 1.41], [1.29, 2.65], [4.64, 2.57], [2.56, 2.55], [5.63, 2.58], [2.44, 7.68], [6.65, 2.37], [2.37, 4.63], [2.5, 9.67], [6.63, 4.57], [2.42, 11.59]]
IOU: [97.3, 79.24, 91.3, 56.64, 56.28, 59.74, 61.14, 72.55, 91.01, 51.58, 93.74, 76.12, 54.26, 93.25, 62.29, 70.99, 72.0, 40.0, 66.65]
mIOU: 70.84, mIOU_reduced: 71.3, accuracy: 94.97
epoch: 625
loss: 0.9999999895571378
dilation rates: [[1.52, 1.66], [1.54, 1.43], [1.37, 2.65], [4.78, 2.61], [2.61, 2.59], [5.54, 2.6], [2.47, 7.63], [6.64, 2.47], [2.46, 4.61], [2.44, 9.66], [6.62, 4.54], [2.48, 11.62]]
epoch: 626
loss: 0.9999999910030725
dilation rates: [[1.56, 1.54], [1.46, 1.35], [1.3, 2.76], [4.67, 2.59], [2.63, 2.66], [5.7, 2.62], [2.48, 7.69], [6.64, 2.45], [2.44, 4.62], [2.52, 9.7], [6.61, 4.51], [2.42, 11.62]]
epoch: 627
loss: 0.9999999903604349
dilation rates: [[1.5, 1.57], [1.43, 1.37], [1.2, 2.62], [4.62, 2.61], [2.6, 2.64], [5.68, 2.54], [2.45, 7.71], [6.64, 2.37], [2.39, 4.55], [2.47, 9.75], [6.62, 4.53], [2.44, 11.62]]
epoch: 628
loss: 0.9999999914850507
dilation rates: [[1.38, 1.66], [1.43, 1.44], [1.23, 2.62], [4.56, 2.49], [2.58, 2.68], [5.6, 2.57], [2.45, 7.66], [6.62, 2.45], [2.35, 4.61], [2.43, 9.76], [6.61, 4.59], [2.44, 11.64]]
epoch: 629
loss: 0.9999999918063696
dilation rates: [[1.42, 1.56], [1.45, 1.38], [1.24, 2.71], [4.57, 2.49], [2.55, 2.62], [5.63, 2.57], [2.47, 7.59], [6.64, 2.37], [2.37, 4.54], [2.42, 9.75], [6.63, 4.58], [2.42, 11.65]]
epoch: 630
loss: 0.9999999932523044
dilation rates: [[1.5, 1.72], [1.41, 1.55], [1.21, 2.66], [4.57, 2.55], [2.64, 2.59], [5.56, 2.59], [2.49, 7.68], [6.66, 2.44], [2.42, 4.56], [2.51, 9.76], [6.63, 4.66], [2.51, 11.69]]
epoch: 631
loss: 0.9999999922883478
dilation rates: [[1.47, 1.59], [1.51, 1.45], [1.31, 2.72], [4.63, 2.54], [2.64, 2.66], [5.72, 2.56], [2.52, 7.72], [6.73, 2.44], [2.42, 4.68], [2.5, 9.7], [6.68, 4.64], [2.45, 11.65]]
epoch: 632
loss: 0.9999999914850507
dilation rates: [[1.59, 1.57], [1.49, 1.43], [1.35, 2.73], [4.76, 2.66], [2.59, 2.62], [5.65, 2.53], [2.48, 7.68], [6.75, 2.39], [2.48, 4.65], [2.48, 9.74], [6.71, 4.56], [2.45, 11.6]]
epoch: 633
loss: 0.9999999898784565
dilation rates: [[1.39, 1.49], [1.45, 1.39], [1.16, 2.66], [4.62, 2.61], [2.58, 2.59], [5.75, 2.58], [2.47, 7.73], [6.7, 2.42], [2.4, 4.63], [2.45, 9.71], [6.62, 4.57], [2.42, 11.65]]
epoch: 634
loss: 0.9999999908424131
dilation rates: [[1.55, 1.57], [1.47, 1.42], [1.22, 2.61], [4.59, 2.57], [2.51, 2.64], [5.68, 2.56], [2.43, 7.7], [6.72, 2.45], [2.42, 4.63], [2.43, 9.67], [6.66, 4.59], [2.47, 11.59]]
epoch: 635
loss: 0.9999999910030725
dilation rates: [[1.46, 1.61], [1.46, 1.39], [1.23, 2.66], [4.55, 2.6], [2.57, 2.61], [5.63, 2.54], [2.4, 7.73], [6.63, 2.38], [2.39, 4.6], [2.4, 9.71], [6.59, 4.55], [2.42, 11.58]]
epoch: 636
loss: 0.9999999898784565
dilation rates: [[1.44, 1.64], [1.4, 1.29], [1.25, 2.77], [4.62, 2.55], [2.56, 2.56], [5.61, 2.54], [2.43, 7.69], [6.59, 2.38], [2.35, 4.56], [2.44, 9.67], [6.63, 4.57], [2.4, 11.57]]
epoch: 637
loss: 0.9999999913243913
dilation rates: [[1.48, 1.51], [1.41, 1.44], [1.25, 2.77], [4.51, 2.5], [2.56, 2.53], [5.67, 2.55], [2.46, 7.71], [6.58, 2.5], [2.38, 4.64], [2.4, 9.73], [6.69, 4.58], [2.42, 11.58]]
epoch: 638
loss: 0.9999999916457102
dilation rates: [[1.48, 1.51], [1.42, 1.41], [1.22, 2.63], [4.55, 2.48], [2.54, 2.62], [5.64, 2.61], [2.45, 7.7], [6.59, 2.36], [2.32, 4.63], [2.41, 9.66], [6.67, 4.51], [2.38, 11.56]]
epoch: 639
loss: 0.9999999914850507
dilation rates: [[1.35, 1.63], [1.47, 1.44], [1.32, 2.62], [4.63, 2.52], [2.6, 2.53], [5.68, 2.49], [2.45, 7.71], [6.69, 2.4], [2.39, 4.56], [2.41, 9.69], [6.65, 4.6], [2.42, 11.62]]
epoch: 640
loss: 0.9999999898784565
dilation rates: [[1.5, 1.63], [1.37, 1.32], [1.22, 2.62], [4.61, 2.53], [2.59, 2.51], [5.67, 2.57], [2.42, 7.65], [6.7, 2.43], [2.42, 4.59], [2.36, 9.71], [6.66, 4.55], [2.43, 11.61]]
epoch: 641
loss: 0.9999999903604349
dilation rates: [[1.36, 1.58], [1.46, 1.43], [1.25, 2.67], [4.55, 2.53], [2.56, 2.59], [5.62, 2.52], [2.41, 7.73], [6.7, 2.33], [2.35, 4.55], [2.42, 9.8], [6.61, 4.54], [2.45, 11.62]]
epoch: 642
loss: 0.9999999905210942
dilation rates: [[1.43, 1.63], [1.37, 1.44], [1.21, 2.65], [4.63, 2.41], [2.55, 2.6], [5.63, 2.58], [2.44, 7.67], [6.68, 2.4], [2.41, 4.55], [2.39, 9.85], [6.65, 4.58], [2.4, 11.6]]
epoch: 643
loss: 0.9999999903604349
dilation rates: [[1.4, 1.56], [1.35, 1.4], [1.2, 2.57], [4.56, 2.52], [2.49, 2.55], [5.61, 2.53], [2.42, 7.65], [6.71, 2.34], [2.33, 4.65], [2.39, 9.84], [6.61, 4.63], [2.44, 11.57]]
epoch: 644
loss: 0.9999999903604349
dilation rates: [[1.41, 1.61], [1.39, 1.35], [1.28, 2.64], [4.6, 2.5], [2.6, 2.53], [5.63, 2.49], [2.47, 7.68], [6.73, 2.38], [2.45, 4.66], [2.45, 9.74], [6.59, 4.57], [2.43, 11.6]]
epoch: 645
loss: 0.9999999901997754
dilation rates: [[1.49, 1.59], [1.45, 1.4], [1.31, 2.6], [4.69, 2.59], [2.61, 2.53], [5.69, 2.52], [2.39, 7.68], [6.62, 2.4], [2.36, 4.62], [2.42, 9.72], [6.57, 4.54], [2.4, 11.59]]
epoch: 646
loss: 0.9999999934129638
dilation rates: [[1.42, 1.62], [1.34, 1.42], [1.25, 2.61], [4.61, 2.56], [2.61, 2.58], [5.76, 2.52], [2.48, 7.7], [6.61, 2.4], [2.4, 4.61], [2.47, 9.75], [6.67, 4.62], [2.43, 11.65]]
epoch: 647
loss: 0.9999999905210942
dilation rates: [[1.48, 1.63], [1.37, 1.43], [1.23, 2.6], [4.58, 2.56], [2.58, 2.54], [5.74, 2.58], [2.5, 7.73], [6.68, 2.38], [2.4, 4.57], [2.38, 9.71], [6.65, 4.56], [2.4, 11.6]]
epoch: 648
loss: 0.9999999898784565
dilation rates: [[1.42, 1.61], [1.41, 1.42], [1.24, 2.56], [4.57, 2.54], [2.67, 2.61], [5.63, 2.58], [2.45, 7.67], [6.66, 2.45], [2.5, 4.55], [2.46, 9.65], [6.63, 4.61], [2.41, 11.63]]
epoch: 649
loss: 0.9999999901997754
dilation rates: [[1.45, 1.54], [1.43, 1.48], [1.15, 2.68], [4.63, 2.54], [2.49, 2.58], [5.71, 2.67], [2.47, 7.7], [6.69, 2.4], [2.32, 4.51], [2.42, 9.65], [6.58, 4.61], [2.38, 11.61]]
IOU: [97.66, 81.83, 91.43, 56.99, 57.23, 56.39, 62.8, 73.66, 91.85, 61.5, 94.34, 77.97, 57.93, 92.92, 69.35, 74.5, 78.4, 56.3, 72.04]
mIOU: 73.95, mIOU_reduced: 73.93, accuracy: 95.37
epoch: 650
loss: 0.9999999914850507
dilation rates: [[1.53, 1.63], [1.46, 1.41], [1.3, 2.58], [4.58, 2.62], [2.5, 2.66], [5.64, 2.64], [2.62, 7.7], [6.69, 2.44], [2.44, 4.63], [2.43, 9.7], [6.69, 4.66], [2.47, 11.61]]
epoch: 651
loss: 0.9999999908424131
dilation rates: [[1.45, 1.63], [1.37, 1.4], [1.2, 2.65], [4.64, 2.58], [2.58, 2.61], [5.69, 2.56], [2.56, 7.71], [6.66, 2.37], [2.4, 4.61], [2.5, 9.73], [6.61, 4.59], [2.45, 11.63]]
epoch: 652
loss: 0.9999999897177971
dilation rates: [[1.39, 1.54], [1.45, 1.37], [1.27, 2.65], [4.64, 2.58], [2.5, 2.66], [5.62, 2.61], [2.48, 7.57], [6.64, 2.48], [2.37, 4.62], [2.52, 9.74], [6.62, 4.65], [2.42, 11.64]]
epoch: 653
loss: 0.9999999892358189
dilation rates: [[1.5, 1.59], [1.4, 1.36], [1.22, 2.63], [4.61, 2.5], [2.52, 2.66], [5.57, 2.54], [2.47, 7.58], [6.66, 2.43], [2.4, 4.61], [2.45, 9.74], [6.64, 4.56], [2.42, 11.62]]
epoch: 654
loss: 0.9999999897177971
dilation rates: [[1.38, 1.56], [1.45, 1.42], [1.25, 2.68], [4.58, 2.51], [2.63, 2.64], [5.6, 2.55], [2.45, 7.59], [6.65, 2.42], [2.44, 4.56], [2.44, 9.71], [6.65, 4.52], [2.39, 11.66]]
epoch: 655
loss: 0.999999990039116
dilation rates: [[1.42, 1.53], [1.45, 1.34], [1.21, 2.61], [4.52, 2.52], [2.56, 2.53], [5.57, 2.58], [2.46, 7.65], [6.62, 2.4], [2.39, 4.69], [2.47, 9.63], [6.67, 4.6], [2.45, 11.67]]
epoch: 656
loss: 0.9999999922883478
dilation rates: [[1.44, 1.6], [1.48, 1.35], [1.21, 2.69], [4.53, 2.46], [2.57, 2.58], [5.58, 2.57], [2.44, 7.66], [6.65, 2.41], [2.41, 4.66], [2.51, 9.66], [6.7, 4.67], [2.45, 11.66]]
epoch: 657
loss: 0.9999999913243913
dilation rates: [[1.36, 1.57], [1.46, 1.43], [1.22, 2.63], [4.58, 2.45], [2.57, 2.63], [5.64, 2.58], [2.4, 7.72], [6.64, 2.39], [2.45, 4.66], [2.4, 9.66], [6.66, 4.56], [2.42, 11.62]]
epoch: 658
loss: 0.9999999905210942
dilation rates: [[1.38, 1.55], [1.39, 1.43], [1.2, 2.68], [4.67, 2.57], [2.55, 2.57], [5.64, 2.54], [2.45, 7.62], [6.64, 2.41], [2.38, 4.61], [2.43, 9.7], [6.61, 4.54], [2.37, 11.64]]
epoch: 659
loss: 0.9999999927703261
dilation rates: [[1.43, 1.6], [1.42, 1.32], [1.33, 2.55], [4.57, 2.5], [2.58, 2.57], [5.7, 2.58], [2.46, 7.69], [6.68, 2.44], [2.41, 4.61], [2.52, 9.75], [6.6, 4.53], [2.41, 11.61]]
epoch: 660
loss: 0.9999999905210942
dilation rates: [[1.58, 1.61], [1.47, 1.38], [1.22, 2.64], [4.66, 2.52], [2.56, 2.62], [5.61, 2.56], [2.51, 7.61], [6.68, 2.31], [2.4, 4.65], [2.55, 9.71], [6.66, 4.6], [2.49, 11.63]]
epoch: 661
loss: 0.9999999903604349
dilation rates: [[1.46, 1.57], [1.49, 1.41], [1.25, 2.62], [4.62, 2.55], [2.63, 2.54], [5.65, 2.57], [2.5, 7.61], [6.64, 2.34], [2.46, 4.55], [2.42, 9.73], [6.59, 4.58], [2.44, 11.61]]
epoch: 662
loss: 0.9999999897177971
dilation rates: [[1.44, 1.47], [1.4, 1.32], [1.24, 2.59], [4.63, 2.55], [2.56, 2.56], [5.59, 2.53], [2.45, 7.65], [6.62, 2.31], [2.32, 4.58], [2.44, 9.76], [6.56, 4.57], [2.4, 11.6]]
epoch: 663
loss: 0.9999999922883478
dilation rates: [[1.42, 1.53], [1.43, 1.44], [1.2, 2.63], [4.63, 2.62], [2.61, 2.59], [5.66, 2.65], [2.41, 7.71], [6.61, 2.42], [2.38, 4.53], [2.48, 9.79], [6.61, 4.59], [2.51, 11.61]]
epoch: 664
loss: 0.9999999893964783
dilation rates: [[1.54, 1.56], [1.41, 1.24], [1.25, 2.58], [4.75, 2.59], [2.53, 2.66], [5.71, 2.52], [2.4, 7.71], [6.6, 2.39], [2.39, 4.64], [2.38, 9.77], [6.62, 4.57], [2.42, 11.66]]
epoch: 665
loss: 0.999999991967029
dilation rates: [[1.59, 1.71], [1.55, 1.43], [1.27, 2.73], [4.72, 2.59], [2.55, 2.61], [5.67, 2.55], [2.49, 7.67], [6.57, 2.36], [2.41, 4.64], [2.51, 9.7], [6.57, 4.52], [2.46, 11.6]]
epoch: 666
loss: 0.999999990039116
dilation rates: [[1.48, 1.63], [1.39, 1.42], [1.22, 2.71], [4.71, 2.44], [2.6, 2.52], [5.63, 2.57], [2.39, 7.72], [6.64, 2.45], [2.42, 4.57], [2.47, 9.66], [6.59, 4.55], [2.4, 11.61]]
epoch: 667
loss: 0.9999999918063696
dilation rates: [[1.53, 1.58], [1.49, 1.37], [1.17, 2.68], [4.59, 2.57], [2.6, 2.63], [5.59, 2.61], [2.46, 7.69], [6.69, 2.37], [2.39, 4.62], [2.46, 9.68], [6.62, 4.57], [2.44, 11.6]]
epoch: 668
loss: 0.9999999897177971
dilation rates: [[1.45, 1.57], [1.39, 1.27], [1.22, 2.65], [4.6, 2.47], [2.56, 2.65], [5.58, 2.56], [2.42, 7.68], [6.6, 2.43], [2.44, 4.63], [2.42, 9.69], [6.58, 4.52], [2.45, 11.58]]
epoch: 669
loss: 0.9999999905210942
dilation rates: [[1.49, 1.62], [1.45, 1.5], [1.2, 2.8], [4.55, 2.57], [2.56, 2.7], [5.57, 2.61], [2.51, 7.66], [6.53, 2.38], [2.42, 4.61], [2.47, 9.69], [6.61, 4.56], [2.42, 11.6]]
epoch: 670
loss: 0.9999999913243913
dilation rates: [[1.38, 1.48], [1.41, 1.46], [1.32, 2.67], [4.62, 2.54], [2.57, 2.66], [5.62, 2.59], [2.56, 7.61], [6.67, 2.36], [2.44, 4.63], [2.47, 9.8], [6.7, 4.69], [2.4, 11.6]]
epoch: 671
loss: 0.999999991163732
dilation rates: [[1.47, 1.47], [1.41, 1.36], [1.21, 2.66], [4.69, 2.56], [2.58, 2.61], [5.54, 2.48], [2.43, 7.6], [6.62, 2.4], [2.39, 4.57], [2.45, 9.74], [6.65, 4.59], [2.41, 11.59]]
epoch: 672
loss: 0.9999999918063696
dilation rates: [[1.47, 1.65], [1.44, 1.46], [1.23, 2.67], [4.57, 2.5], [2.67, 2.57], [5.54, 2.65], [2.48, 7.72], [6.69, 2.45], [2.41, 4.6], [2.49, 9.72], [6.62, 4.6], [2.43, 11.62]]
epoch: 673
loss: 0.9999999903604349
dilation rates: [[1.45, 1.64], [1.35, 1.4], [1.27, 2.59], [4.61, 2.44], [2.59, 2.53], [5.54, 2.55], [2.34, 7.71], [6.64, 2.43], [2.33, 4.62], [2.41, 9.66], [6.62, 4.47], [2.37, 11.61]]
epoch: 674
loss: 0.9999999926096667
dilation rates: [[1.38, 1.53], [1.42, 1.45], [1.28, 2.64], [4.59, 2.48], [2.52, 2.54], [5.67, 2.53], [2.45, 7.64], [6.57, 2.4], [2.35, 4.6], [2.35, 9.61], [6.6, 4.53], [2.4, 11.59]]
IOU: [97.68, 82.01, 91.21, 49.88, 55.37, 59.69, 62.49, 73.51, 91.41, 60.9, 94.08, 77.95, 57.74, 93.48, 62.02, 79.04, 73.22, 52.37, 72.04]
mIOU: 72.95, mIOU_reduced: 73.24, accuracy: 95.28
epoch: 675
loss: 0.999999991163732
dilation rates: [[1.52, 1.63], [1.46, 1.41], [1.22, 2.7], [4.64, 2.55], [2.59, 2.61], [5.72, 2.62], [2.46, 7.69], [6.63, 2.35], [2.45, 4.67], [2.48, 9.63], [6.62, 4.52], [2.43, 11.62]]
epoch: 676
loss: 0.9999999893964783
dilation rates: [[1.44, 1.59], [1.38, 1.22], [1.2, 2.68], [4.7, 2.47], [2.53, 2.58], [5.66, 2.56], [2.44, 7.67], [6.61, 2.42], [2.35, 4.69], [2.35, 9.68], [6.65, 4.55], [2.4, 11.64]]
epoch: 677
loss: 0.999999991163732
dilation rates: [[1.42, 1.53], [1.43, 1.4], [1.24, 2.72], [4.66, 2.48], [2.57, 2.56], [5.63, 2.55], [2.45, 7.64], [6.58, 2.41], [2.4, 4.65], [2.4, 9.65], [6.63, 4.49], [2.41, 11.61]]
epoch: 678
loss: 0.9999999914850507
dilation rates: [[1.46, 1.43], [1.38, 1.37], [1.31, 2.67], [4.56, 2.42], [2.61, 2.58], [5.66, 2.57], [2.47, 7.63], [6.65, 2.4], [2.41, 4.62], [2.37, 9.71], [6.6, 4.52], [2.42, 11.6]]
epoch: 679
loss: 0.999999990039116
dilation rates: [[1.41, 1.52], [1.44, 1.4], [1.27, 2.59], [4.58, 2.54], [2.58, 2.52], [5.68, 2.58], [2.49, 7.73], [6.63, 2.46], [2.42, 4.6], [2.43, 9.74], [6.62, 4.47], [2.41, 11.59]]
epoch: 680
loss: 0.9999999895571378
dilation rates: [[1.45, 1.52], [1.44, 1.42], [1.26, 2.64], [4.66, 2.51], [2.6, 2.56], [5.6, 2.48], [2.42, 7.73], [6.65, 2.36], [2.38, 4.56], [2.45, 9.7], [6.61, 4.54], [2.38, 11.59]]
epoch: 681
loss: 0.9999999906817536
dilation rates: [[1.52, 1.59], [1.43, 1.45], [1.37, 2.63], [4.7, 2.52], [2.62, 2.51], [5.57, 2.53], [2.4, 7.67], [6.68, 2.43], [2.37, 4.55], [2.46, 9.65], [6.56, 4.5], [2.47, 11.56]]
epoch: 682
loss: 0.9999999903604349
dilation rates: [[1.42, 1.6], [1.4, 1.36], [1.3, 2.59], [4.69, 2.55], [2.61, 2.59], [5.65, 2.61], [2.49, 7.7], [6.66, 2.43], [2.36, 4.58], [2.42, 9.76], [6.66, 4.58], [2.44, 11.62]]
epoch: 683
loss: 0.9999999889145
dilation rates: [[1.44, 1.57], [1.37, 1.27], [1.21, 2.62], [4.7, 2.6], [2.54, 2.59], [5.61, 2.54], [2.44, 7.72], [6.67, 2.43], [2.48, 4.61], [2.5, 9.75], [6.65, 4.61], [2.41, 11.65]]
epoch: 684
loss: 0.9999999922883478
dilation rates: [[1.42, 1.7], [1.46, 1.38], [1.31, 2.67], [4.59, 2.62], [2.63, 2.64], [5.56, 2.55], [2.44, 7.74], [6.67, 2.43], [2.45, 4.55], [2.46, 9.71], [6.65, 4.61], [2.45, 11.7]]
epoch: 685
loss: 0.9999999906817536
dilation rates: [[1.4, 1.59], [1.43, 1.33], [1.27, 2.64], [4.68, 2.63], [2.61, 2.62], [5.57, 2.52], [2.41, 7.75], [6.62, 2.46], [2.41, 4.52], [2.45, 9.67], [6.64, 4.59], [2.47, 11.6]]
epoch: 686
loss: 0.9999999895571378
dilation rates: [[1.42, 1.57], [1.48, 1.39], [1.29, 2.68], [4.62, 2.58], [2.56, 2.58], [5.62, 2.55], [2.52, 7.71], [6.61, 2.44], [2.39, 4.55], [2.42, 9.63], [6.59, 4.57], [2.49, 11.57]]
epoch: 687
loss: 0.9999999898784565
dilation rates: [[1.36, 1.59], [1.39, 1.29], [1.15, 2.65], [4.57, 2.54], [2.57, 2.52], [5.56, 2.51], [2.5, 7.74], [6.59, 2.5], [2.45, 4.52], [2.39, 9.63], [6.56, 4.58], [2.4, 11.6]]
epoch: 688
loss: 0.9999999903604349
dilation rates: [[1.38, 1.56], [1.5, 1.35], [1.22, 2.62], [4.62, 2.61], [2.55, 2.51], [5.64, 2.54], [2.42, 7.77], [6.61, 2.46], [2.47, 4.53], [2.44, 9.67], [6.56, 4.63], [2.4, 11.62]]
epoch: 689
loss: 0.9999999901997754
dilation rates: [[1.45, 1.54], [1.34, 1.4], [1.29, 2.62], [4.58, 2.6], [2.52, 2.52], [5.6, 2.55], [2.38, 7.71], [6.57, 2.39], [2.39, 4.57], [2.43, 9.66], [6.62, 4.55], [2.37, 11.6]]
epoch: 690
loss: 0.9999999910030725
dilation rates: [[1.5, 1.58], [1.42, 1.39], [1.26, 2.68], [4.56, 2.56], [2.55, 2.56], [5.55, 2.54], [2.42, 7.7], [6.59, 2.36], [2.39, 4.59], [2.48, 9.72], [6.64, 4.54], [2.41, 11.62]]
epoch: 691
loss: 0.9999999905210942
dilation rates: [[1.58, 1.59], [1.39, 1.42], [1.26, 2.72], [4.59, 2.57], [2.57, 2.66], [5.56, 2.6], [2.44, 7.73], [6.66, 2.42], [2.4, 4.62], [2.45, 9.67], [6.62, 4.52], [2.44, 11.61]]
epoch: 692
loss: 0.9999999908424131
dilation rates: [[1.44, 1.58], [1.45, 1.34], [1.27, 2.65], [4.58, 2.5], [2.55, 2.55], [5.55, 2.56], [2.45, 7.66], [6.64, 2.41], [2.42, 4.57], [2.39, 9.73], [6.64, 4.5], [2.42, 11.6]]
epoch: 693
loss: 0.9999999903604349
dilation rates: [[1.47, 1.56], [1.42, 1.41], [1.25, 2.62], [4.6, 2.45], [2.55, 2.61], [5.56, 2.57], [2.43, 7.65], [6.63, 2.43], [2.38, 4.58], [2.45, 9.66], [6.61, 4.53], [2.41, 11.64]]
epoch: 694
loss: 0.9999999913243913
dilation rates: [[1.47, 1.52], [1.41, 1.35], [1.24, 2.57], [4.56, 2.51], [2.58, 2.61], [5.62, 2.54], [2.46, 7.68], [6.63, 2.39], [2.32, 4.57], [2.43, 9.64], [6.61, 4.52], [2.39, 11.6]]
epoch: 695
loss: 0.9999999895571378
dilation rates: [[1.46, 1.56], [1.4, 1.43], [1.22, 2.59], [4.53, 2.49], [2.56, 2.57], [5.66, 2.53], [2.4, 7.66], [6.64, 2.37], [2.41, 4.59], [2.44, 9.61], [6.58, 4.5], [2.41, 11.59]]
epoch: 696
loss: 0.999999991163732
dilation rates: [[1.39, 1.58], [1.45, 1.45], [1.27, 2.61], [4.56, 2.5], [2.61, 2.52], [5.59, 2.54], [2.39, 7.68], [6.68, 2.45], [2.51, 4.63], [2.49, 9.63], [6.58, 4.62], [2.41, 11.66]]
epoch: 697
loss: 0.9999999890751594
dilation rates: [[1.46, 1.48], [1.53, 1.44], [1.27, 2.63], [4.56, 2.42], [2.64, 2.56], [5.59, 2.58], [2.43, 7.69], [6.6, 2.47], [2.43, 4.61], [2.48, 9.7], [6.63, 4.63], [2.49, 11.6]]
epoch: 698
loss: 0.9999999926096667
dilation rates: [[1.43, 1.59], [1.45, 1.4], [1.22, 2.59], [4.57, 2.53], [2.59, 2.59], [5.66, 2.6], [2.44, 7.7], [6.6, 2.43], [2.44, 4.66], [2.43, 9.71], [6.62, 4.63], [2.41, 11.57]]
epoch: 699
loss: 0.9999999932523044
dilation rates: [[1.47, 1.6], [1.42, 1.38], [1.21, 2.66], [4.65, 2.55], [2.52, 2.6], [5.65, 2.58], [2.43, 7.65], [6.56, 2.41], [2.36, 4.57], [2.46, 9.69], [6.6, 4.57], [2.45, 11.59]]
IOU: [97.7, 81.91, 91.43, 49.1, 54.37, 58.09, 64.27, 73.53, 91.6, 60.93, 94.36, 77.34, 56.75, 92.66, 62.22, 74.3, 65.93, 38.13, 71.67]
mIOU: 71.38, mIOU_reduced: 72.12, accuracy: 95.25
epoch: 700
loss: 0.9999999906817536
dilation rates: [[1.47, 1.6], [1.42, 1.42], [1.3, 2.64], [4.7, 2.59], [2.55, 2.54], [5.64, 2.6], [2.46, 7.68], [6.64, 2.37], [2.35, 4.6], [2.48, 9.72], [6.58, 4.57], [2.45, 11.58]]
epoch: 701
loss: 0.9999999924490073
dilation rates: [[1.38, 1.62], [1.44, 1.34], [1.26, 2.66], [4.58, 2.58], [2.6, 2.58], [5.65, 2.61], [2.46, 7.69], [6.6, 2.38], [2.39, 4.58], [2.47, 9.67], [6.6, 4.57], [2.4, 11.59]]
epoch: 702
loss: 0.9999999897177971
dilation rates: [[1.45, 1.66], [1.48, 1.32], [1.21, 2.48], [4.62, 2.5], [2.57, 2.56], [5.52, 2.64], [2.47, 7.7], [6.61, 2.32], [2.44, 4.55], [2.43, 9.68], [6.58, 4.53], [2.43, 11.57]]
epoch: 703
loss: 0.9999999895571378
dilation rates: [[1.42, 1.6], [1.42, 1.37], [1.24, 2.52], [4.67, 2.5], [2.5, 2.53], [5.54, 2.56], [2.45, 7.7], [6.6, 2.49], [2.45, 4.63], [2.41, 9.67], [6.59, 4.54], [2.44, 11.58]]
epoch: 704
loss: 0.9999999893964783
dilation rates: [[1.37, 1.61], [1.43, 1.37], [1.23, 2.65], [4.66, 2.58], [2.6, 2.52], [5.5, 2.56], [2.38, 7.67], [6.62, 2.42], [2.42, 4.62], [2.42, 9.71], [6.66, 4.53], [2.43, 11.64]]
epoch: 705
loss: 0.9999999916457102
dilation rates: [[1.54, 1.58], [1.43, 1.37], [1.33, 2.63], [4.64, 2.55], [2.49, 2.54], [5.63, 2.52], [2.39, 7.65], [6.63, 2.41], [2.42, 4.58], [2.47, 9.74], [6.64, 4.61], [2.46, 11.61]]
epoch: 706
loss: 0.9999999897177971
dilation rates: [[1.45, 1.65], [1.47, 1.37], [1.27, 2.62], [4.51, 2.55], [2.56, 2.55], [5.6, 2.55], [2.47, 7.68], [6.59, 2.39], [2.43, 4.55], [2.5, 9.71], [6.64, 4.57], [2.49, 11.58]]
epoch: 707
loss: 0.999999990039116
dilation rates: [[1.51, 1.55], [1.47, 1.41], [1.3, 2.63], [4.57, 2.55], [2.55, 2.54], [5.62, 2.49], [2.44, 7.67], [6.62, 2.39], [2.37, 4.53], [2.42, 9.65], [6.68, 4.54], [2.43, 11.59]]
epoch: 708
loss: 0.9999999890751594
dilation rates: [[1.46, 1.54], [1.41, 1.41], [1.25, 2.64], [4.58, 2.5], [2.61, 2.59], [5.58, 2.53], [2.49, 7.72], [6.61, 2.43], [2.42, 4.54], [2.46, 9.69], [6.67, 4.54], [2.42, 11.58]]
epoch: 709
loss: 0.999999990039116
dilation rates: [[1.51, 1.52], [1.43, 1.35], [1.21, 2.61], [4.54, 2.53], [2.54, 2.52], [5.55, 2.49], [2.45, 7.65], [6.61, 2.43], [2.45, 4.54], [2.43, 9.66], [6.6, 4.53], [2.4, 11.54]]
epoch: 710
loss: 0.9999999903604349
dilation rates: [[1.44, 1.6], [1.43, 1.38], [1.2, 2.62], [4.57, 2.6], [2.58, 2.46], [5.55, 2.53], [2.45, 7.62], [6.6, 2.39], [2.41, 4.55], [2.48, 9.66], [6.55, 4.56], [2.45, 11.58]]
epoch: 711
loss: 0.9999999893964783
dilation rates: [[1.42, 1.56], [1.4, 1.36], [1.22, 2.58], [4.59, 2.5], [2.53, 2.51], [5.52, 2.58], [2.43, 7.77], [6.68, 2.4], [2.39, 4.53], [2.43, 9.63], [6.59, 4.57], [2.4, 11.56]]
epoch: 712
loss: 0.9999999916457102
dilation rates: [[1.46, 1.55], [1.43, 1.32], [1.19, 2.61], [4.61, 2.49], [2.54, 2.49], [5.57, 2.52], [2.44, 7.74], [6.6, 2.35], [2.42, 4.53], [2.44, 9.64], [6.63, 4.54], [2.41, 11.58]]
epoch: 713
loss: 0.9999999889145
dilation rates: [[1.45, 1.59], [1.46, 1.37], [1.23, 2.58], [4.57, 2.49], [2.55, 2.52], [5.61, 2.52], [2.47, 7.74], [6.61, 2.34], [2.39, 4.53], [2.4, 9.65], [6.62, 4.5], [2.44, 11.58]]
epoch: 714
loss: 0.9999999893964783
dilation rates: [[1.46, 1.57], [1.46, 1.35], [1.21, 2.57], [4.65, 2.54], [2.61, 2.61], [5.57, 2.56], [2.47, 7.68], [6.59, 2.35], [2.35, 4.58], [2.41, 9.67], [6.59, 4.59], [2.41, 11.6]]
epoch: 715
loss: 0.9999999887538407
dilation rates: [[1.49, 1.59], [1.44, 1.38], [1.31, 2.57], [4.58, 2.5], [2.52, 2.57], [5.62, 2.57], [2.46, 7.59], [6.57, 2.47], [2.42, 4.54], [2.47, 9.71], [6.6, 4.56], [2.4, 11.58]]
epoch: 716
loss: 0.9999999890751594
dilation rates: [[1.38, 1.43], [1.37, 1.39], [1.24, 2.58], [4.53, 2.57], [2.57, 2.53], [5.62, 2.5], [2.51, 7.68], [6.57, 2.4], [2.43, 4.58], [2.45, 9.66], [6.65, 4.55], [2.42, 11.57]]
epoch: 717
loss: 0.9999999926096667
dilation rates: [[1.43, 1.59], [1.44, 1.37], [1.16, 2.64], [4.56, 2.6], [2.55, 2.54], [5.58, 2.49], [2.51, 7.64], [6.52, 2.42], [2.41, 4.61], [2.42, 9.64], [6.63, 4.51], [2.44, 11.58]]
epoch: 718
loss: 0.9999999906817536
dilation rates: [[1.36, 1.59], [1.41, 1.42], [1.22, 2.59], [4.52, 2.55], [2.58, 2.5], [5.56, 2.45], [2.38, 7.63], [6.53, 2.34], [2.36, 4.6], [2.42, 9.64], [6.61, 4.53], [2.39, 11.59]]
epoch: 719
loss: 0.9999999905210942
dilation rates: [[1.41, 1.56], [1.38, 1.37], [1.26, 2.55], [4.58, 2.56], [2.63, 2.59], [5.57, 2.55], [2.39, 7.69], [6.58, 2.32], [2.35, 4.61], [2.47, 9.72], [6.59, 4.51], [2.42, 11.58]]
epoch: 720
loss: 0.999999991967029
dilation rates: [[1.38, 1.55], [1.35, 1.37], [1.28, 2.62], [4.63, 2.53], [2.54, 2.61], [5.69, 2.57], [2.42, 7.7], [6.58, 2.44], [2.41, 4.59], [2.49, 9.76], [6.57, 4.54], [2.4, 11.61]]
epoch: 721
loss: 0.9999999884325218
dilation rates: [[1.49, 1.55], [1.38, 1.41], [1.22, 2.66], [4.64, 2.53], [2.52, 2.53], [5.68, 2.53], [2.49, 7.66], [6.59, 2.38], [2.38, 4.55], [2.36, 9.77], [6.58, 4.52], [2.44, 11.56]]
epoch: 722
loss: 0.9999999908424131
dilation rates: [[1.41, 1.57], [1.42, 1.4], [1.21, 2.58], [4.56, 2.56], [2.52, 2.54], [5.67, 2.59], [2.47, 7.64], [6.56, 2.34], [2.35, 4.53], [2.39, 9.72], [6.6, 4.5], [2.39, 11.55]]
epoch: 723
loss: 0.9999999898784565
dilation rates: [[1.43, 1.51], [1.46, 1.35], [1.23, 2.58], [4.59, 2.5], [2.58, 2.52], [5.56, 2.59], [2.47, 7.67], [6.58, 2.38], [2.42, 4.52], [2.43, 9.68], [6.62, 4.5], [2.35, 11.59]]
epoch: 724
loss: 0.999999990039116
dilation rates: [[1.5, 1.48], [1.4, 1.4], [1.23, 2.58], [4.6, 2.56], [2.63, 2.55], [5.63, 2.61], [2.36, 7.61], [6.54, 2.34], [2.36, 4.62], [2.45, 9.65], [6.62, 4.53], [2.4, 11.59]]
IOU: [97.99, 83.63, 91.73, 52.15, 56.47, 60.62, 65.21, 75.85, 92.12, 64.08, 94.36, 76.76, 57.28, 93.96, 69.6, 79.45, 68.76, 49.17, 71.09]
mIOU: 73.7, mIOU_reduced: 73.9, accuracy: 95.6
epoch: 725
loss: 0.9999999885931812
dilation rates: [[1.49, 1.6], [1.42, 1.37], [1.16, 2.62], [4.56, 2.58], [2.57, 2.53], [5.66, 2.51], [2.38, 7.64], [6.53, 2.44], [2.4, 4.58], [2.42, 9.63], [6.62, 4.56], [2.41, 11.57]]
epoch: 726
loss: 0.9999999914850507
dilation rates: [[1.45, 1.57], [1.43, 1.31], [1.22, 2.63], [4.55, 2.55], [2.57, 2.56], [5.64, 2.58], [2.47, 7.67], [6.55, 2.4], [2.4, 4.62], [2.44, 9.6], [6.61, 4.48], [2.41, 11.55]]
epoch: 727
loss: 0.9999999905210942
dilation rates: [[1.49, 1.44], [1.42, 1.3], [1.3, 2.61], [4.43, 2.59], [2.56, 2.54], [5.58, 2.48], [2.43, 7.62], [6.6, 2.46], [2.42, 4.58], [2.43, 9.62], [6.62, 4.56], [2.44, 11.56]]
epoch: 728
loss: 0.9999999916457102
dilation rates: [[1.48, 1.5], [1.45, 1.34], [1.31, 2.63], [4.52, 2.5], [2.6, 2.54], [5.6, 2.54], [2.45, 7.58], [6.61, 2.41], [2.46, 4.62], [2.44, 9.64], [6.6, 4.56], [2.46, 11.54]]
epoch: 729
loss: 0.9999999901997754
dilation rates: [[1.39, 1.56], [1.43, 1.37], [1.27, 2.59], [4.58, 2.53], [2.56, 2.56], [5.6, 2.59], [2.44, 7.65], [6.61, 2.37], [2.43, 4.62], [2.42, 9.66], [6.61, 4.55], [2.41, 11.55]]
epoch: 730
loss: 0.9999999908424131
dilation rates: [[1.46, 1.51], [1.35, 1.34], [1.22, 2.65], [4.6, 2.5], [2.47, 2.51], [5.58, 2.56], [2.44, 7.77], [6.62, 2.43], [2.39, 4.65], [2.43, 9.68], [6.65, 4.56], [2.42, 11.56]]
epoch: 731
loss: 0.9999999897177971
dilation rates: [[1.39, 1.6], [1.42, 1.34], [1.21, 2.59], [4.58, 2.52], [2.56, 2.54], [5.61, 2.54], [2.44, 7.72], [6.64, 2.33], [2.38, 4.63], [2.45, 9.7], [6.61, 4.47], [2.42, 11.57]]
epoch: 732
loss: 0.9999999897177971
dilation rates: [[1.42, 1.56], [1.42, 1.42], [1.21, 2.54], [4.66, 2.53], [2.53, 2.52], [5.62, 2.53], [2.47, 7.7], [6.61, 2.36], [2.39, 4.59], [2.43, 9.67], [6.61, 4.53], [2.41, 11.52]]
epoch: 733
loss: 0.9999999898784565
dilation rates: [[1.46, 1.5], [1.44, 1.41], [1.26, 2.53], [4.67, 2.54], [2.55, 2.51], [5.62, 2.51], [2.37, 7.68], [6.64, 2.35], [2.39, 4.57], [2.39, 9.71], [6.58, 4.5], [2.4, 11.51]]
epoch: 734
loss: 0.9999999906817536
dilation rates: [[1.45, 1.6], [1.41, 1.37], [1.19, 2.61], [4.68, 2.59], [2.54, 2.6], [5.56, 2.52], [2.5, 7.64], [6.65, 2.43], [2.41, 4.57], [2.45, 9.73], [6.64, 4.56], [2.41, 11.57]]
epoch: 735
loss: 0.9999999916457102
dilation rates: [[1.49, 1.55], [1.42, 1.39], [1.23, 2.64], [4.63, 2.55], [2.6, 2.52], [5.61, 2.6], [2.49, 7.75], [6.68, 2.4], [2.38, 4.62], [2.47, 9.69], [6.66, 4.56], [2.43, 11.58]]
epoch: 736
loss: 0.9999999906817536
dilation rates: [[1.4, 1.53], [1.37, 1.36], [1.23, 2.61], [4.68, 2.54], [2.59, 2.61], [5.6, 2.5], [2.46, 7.77], [6.67, 2.38], [2.37, 4.63], [2.41, 9.67], [6.63, 4.5], [2.38, 11.58]]
epoch: 737
loss: 0.9999999908424131
dilation rates: [[1.54, 1.65], [1.52, 1.41], [1.29, 2.65], [4.59, 2.59], [2.58, 2.58], [5.65, 2.53], [2.49, 7.7], [6.65, 2.38], [2.36, 4.58], [2.48, 9.63], [6.59, 4.48], [2.44, 11.59]]
epoch: 738
loss: 0.9999999892358189
dilation rates: [[1.43, 1.57], [1.38, 1.38], [1.19, 2.59], [4.61, 2.59], [2.57, 2.59], [5.63, 2.47], [2.43, 7.71], [6.65, 2.39], [2.38, 4.64], [2.44, 9.65], [6.61, 4.5], [2.4, 11.58]]
epoch: 739
loss: 0.9999999903604349
dilation rates: [[1.46, 1.66], [1.36, 1.36], [1.35, 2.56], [4.46, 2.56], [2.52, 2.54], [5.58, 2.54], [2.47, 7.72], [6.67, 2.37], [2.42, 4.69], [2.43, 9.69], [6.61, 4.51], [2.4, 11.58]]
epoch: 740
loss: 0.9999999916457102
dilation rates: [[1.52, 1.48], [1.34, 1.4], [1.26, 2.67], [4.58, 2.57], [2.51, 2.54], [5.63, 2.58], [2.5, 7.71], [6.66, 2.38], [2.34, 4.61], [2.41, 9.7], [6.61, 4.51], [2.4, 11.54]]
epoch: 741
loss: 0.9999999910030725
dilation rates: [[1.49, 1.56], [1.41, 1.38], [1.21, 2.62], [4.57, 2.53], [2.62, 2.55], [5.65, 2.58], [2.41, 7.76], [6.65, 2.4], [2.44, 4.63], [2.42, 9.69], [6.64, 4.52], [2.42, 11.6]]
epoch: 742
loss: 0.9999999927703261
dilation rates: [[1.37, 1.57], [1.32, 1.41], [1.27, 2.64], [4.68, 2.52], [2.55, 2.5], [5.71, 2.57], [2.42, 7.69], [6.62, 2.46], [2.41, 4.64], [2.41, 9.69], [6.65, 4.56], [2.43, 11.59]]
epoch: 743
loss: 0.999999991163732
dilation rates: [[1.47, 1.6], [1.39, 1.38], [1.3, 2.6], [4.54, 2.53], [2.55, 2.51], [5.6, 2.59], [2.36, 7.69], [6.6, 2.4], [2.4, 4.6], [2.43, 9.66], [6.63, 4.48], [2.39, 11.57]]
epoch: 744
loss: 0.9999999901997754
dilation rates: [[1.37, 1.59], [1.44, 1.45], [1.26, 2.57], [4.6, 2.45], [2.61, 2.55], [5.58, 2.56], [2.43, 7.66], [6.65, 2.44], [2.35, 4.6], [2.42, 9.72], [6.64, 4.48], [2.4, 11.57]]
epoch: 745
loss: 0.999999991163732
dilation rates: [[1.38, 1.65], [1.33, 1.41], [1.24, 2.62], [4.61, 2.55], [2.62, 2.53], [5.59, 2.5], [2.41, 7.63], [6.63, 2.47], [2.41, 4.55], [2.44, 9.68], [6.6, 4.54], [2.45, 11.56]]
epoch: 746
loss: 0.9999999901997754
dilation rates: [[1.41, 1.56], [1.45, 1.4], [1.34, 2.63], [4.64, 2.51], [2.56, 2.52], [5.54, 2.55], [2.5, 7.69], [6.64, 2.44], [2.4, 4.58], [2.41, 9.66], [6.61, 4.52], [2.44, 11.56]]
epoch: 747
loss: 0.9999999910030725
dilation rates: [[1.39, 1.54], [1.37, 1.3], [1.26, 2.63], [4.61, 2.56], [2.56, 2.62], [5.57, 2.51], [2.48, 7.66], [6.63, 2.34], [2.43, 4.56], [2.42, 9.65], [6.56, 4.55], [2.42, 11.57]]
epoch: 748
loss: 0.9999999895571378
dilation rates: [[1.4, 1.55], [1.44, 1.35], [1.17, 2.57], [4.53, 2.54], [2.51, 2.58], [5.58, 2.48], [2.44, 7.68], [6.59, 2.4], [2.36, 4.53], [2.43, 9.62], [6.56, 4.53], [2.39, 11.59]]
epoch: 749
loss: 0.9999999905210942
dilation rates: [[1.36, 1.59], [1.39, 1.35], [1.25, 2.61], [4.59, 2.5], [2.55, 2.53], [5.58, 2.55], [2.46, 7.63], [6.57, 2.39], [2.37, 4.61], [2.4, 9.64], [6.57, 4.54], [2.4, 11.58]]
IOU: [98.13, 84.4, 91.7, 57.42, 55.62, 60.7, 66.35, 75.66, 91.76, 62.67, 94.47, 78.46, 59.76, 93.94, 72.76, 81.61, 69.97, 54.76, 72.92]
mIOU: 74.9, mIOU_reduced: 74.92, accuracy: 95.68
epoch: 750
loss: 0.9999999885931812
dilation rates: [[1.36, 1.59], [1.42, 1.48], [1.25, 2.6], [4.66, 2.53], [2.54, 2.51], [5.62, 2.56], [2.45, 7.66], [6.58, 2.39], [2.48, 4.6], [2.45, 9.64], [6.57, 4.54], [2.41, 11.6]]
epoch: 751
loss: 0.9999999903604349
dilation rates: [[1.4, 1.6], [1.42, 1.39], [1.27, 2.61], [4.67, 2.51], [2.54, 2.49], [5.68, 2.59], [2.48, 7.73], [6.58, 2.41], [2.43, 4.6], [2.46, 9.69], [6.59, 4.6], [2.44, 11.58]]
epoch: 752
loss: 0.9999999892358189
dilation rates: [[1.46, 1.62], [1.33, 1.39], [1.28, 2.65], [4.67, 2.57], [2.57, 2.51], [5.62, 2.52], [2.45, 7.68], [6.59, 2.4], [2.44, 4.55], [2.5, 9.68], [6.56, 4.56], [2.46, 11.59]]
epoch: 753
loss: 0.9999999906817536
dilation rates: [[1.44, 1.55], [1.41, 1.38], [1.19, 2.6], [4.65, 2.57], [2.52, 2.52], [5.56, 2.5], [2.49, 7.66], [6.62, 2.4], [2.45, 4.6], [2.42, 9.68], [6.57, 4.5], [2.43, 11.58]]
epoch: 754
loss: 0.9999999924490073
dilation rates: [[1.41, 1.56], [1.39, 1.43], [1.25, 2.6], [4.61, 2.57], [2.53, 2.56], [5.59, 2.47], [2.44, 7.7], [6.6, 2.43], [2.4, 4.57], [2.42, 9.68], [6.59, 4.52], [2.44, 11.55]]
epoch: 755
loss: 0.9999999901997754
dilation rates: [[1.35, 1.52], [1.4, 1.41], [1.2, 2.47], [4.58, 2.5], [2.53, 2.52], [5.56, 2.51], [2.45, 7.62], [6.55, 2.35], [2.36, 4.54], [2.43, 9.71], [6.56, 4.52], [2.39, 11.52]]
epoch: 756
loss: 0.9999999906817536
dilation rates: [[1.36, 1.55], [1.42, 1.34], [1.26, 2.51], [4.55, 2.54], [2.58, 2.52], [5.53, 2.53], [2.45, 7.7], [6.6, 2.36], [2.39, 4.55], [2.43, 9.71], [6.6, 4.5], [2.38, 11.56]]
epoch: 757
loss: 0.9999999892358189
dilation rates: [[1.4, 1.52], [1.46, 1.41], [1.3, 2.57], [4.47, 2.52], [2.54, 2.57], [5.53, 2.6], [2.45, 7.62], [6.6, 2.4], [2.38, 4.56], [2.4, 9.7], [6.6, 4.52], [2.45, 11.56]]
epoch: 758
loss: 0.9999999926096667
dilation rates: [[1.45, 1.57], [1.4, 1.36], [1.26, 2.57], [4.46, 2.52], [2.54, 2.54], [5.56, 2.52], [2.42, 7.61], [6.6, 2.42], [2.41, 4.53], [2.43, 9.65], [6.53, 4.49], [2.43, 11.56]]
epoch: 759
loss: 0.9999999901997754
dilation rates: [[1.44, 1.53], [1.41, 1.34], [1.24, 2.6], [4.58, 2.56], [2.55, 2.54], [5.58, 2.56], [2.48, 7.66], [6.6, 2.34], [2.37, 4.53], [2.46, 9.63], [6.61, 4.54], [2.42, 11.55]]
epoch: 760
loss: 0.9999999892358189
dilation rates: [[1.42, 1.58], [1.33, 1.41], [1.29, 2.63], [4.55, 2.53], [2.56, 2.55], [5.6, 2.51], [2.39, 7.7], [6.62, 2.32], [2.4, 4.54], [2.42, 9.66], [6.56, 4.54], [2.45, 11.59]]
epoch: 761
loss: 0.9999999910030725
dilation rates: [[1.39, 1.61], [1.45, 1.43], [1.28, 2.57], [4.57, 2.5], [2.57, 2.57], [5.62, 2.46], [2.46, 7.62], [6.59, 2.37], [2.46, 4.52], [2.43, 9.6], [6.6, 4.55], [2.47, 11.56]]
epoch: 762
loss: 0.999999991967029
dilation rates: [[1.44, 1.52], [1.42, 1.35], [1.18, 2.64], [4.6, 2.51], [2.59, 2.57], [5.65, 2.52], [2.46, 7.65], [6.58, 2.4], [2.4, 4.51], [2.41, 9.62], [6.63, 4.5], [2.41, 11.52]]
epoch: 763
loss: 0.9999999906817536
dilation rates: [[1.39, 1.56], [1.42, 1.4], [1.18, 2.64], [4.56, 2.47], [2.55, 2.59], [5.69, 2.57], [2.48, 7.64], [6.62, 2.4], [2.39, 4.58], [2.44, 9.61], [6.6, 4.54], [2.4, 11.57]]
epoch: 764
loss: 0.9999999897177971
dilation rates: [[1.38, 1.51], [1.41, 1.35], [1.33, 2.64], [4.62, 2.52], [2.57, 2.61], [5.62, 2.53], [2.44, 7.66], [6.61, 2.37], [2.35, 4.62], [2.44, 9.63], [6.61, 4.55], [2.42, 11.53]]
epoch: 765
loss: 0.999999991967029
dilation rates: [[1.45, 1.56], [1.42, 1.41], [1.23, 2.69], [4.56, 2.61], [2.56, 2.57], [5.73, 2.54], [2.45, 7.64], [6.59, 2.44], [2.46, 4.58], [2.47, 9.66], [6.6, 4.6], [2.47, 11.56]]
epoch: 766
loss: 0.999999991967029
dilation rates: [[1.47, 1.55], [1.41, 1.36], [1.21, 2.59], [4.54, 2.5], [2.58, 2.59], [5.67, 2.59], [2.44, 7.59], [6.64, 2.44], [2.4, 4.58], [2.44, 9.7], [6.58, 4.56], [2.42, 11.55]]
epoch: 767
loss: 0.9999999901997754
dilation rates: [[1.39, 1.59], [1.36, 1.35], [1.26, 2.55], [4.57, 2.54], [2.53, 2.55], [5.59, 2.58], [2.4, 7.63], [6.66, 2.44], [2.43, 4.58], [2.44, 9.7], [6.63, 4.51], [2.43, 11.55]]
epoch: 768
loss: 0.9999999905210942
dilation rates: [[1.39, 1.64], [1.41, 1.32], [1.26, 2.55], [4.6, 2.62], [2.57, 2.51], [5.56, 2.56], [2.43, 7.61], [6.61, 2.43], [2.47, 4.58], [2.44, 9.63], [6.62, 4.55], [2.45, 11.55]]
epoch: 769
loss: 0.9999999898784565
dilation rates: [[1.43, 1.53], [1.42, 1.38], [1.29, 2.55], [4.55, 2.46], [2.54, 2.5], [5.61, 2.53], [2.39, 7.64], [6.57, 2.42], [2.41, 4.59], [2.46, 9.63], [6.64, 4.5], [2.45, 11.56]]
epoch: 770
loss: 0.9999999916457102
dilation rates: [[1.45, 1.5], [1.39, 1.35], [1.19, 2.66], [4.57, 2.46], [2.57, 2.49], [5.61, 2.49], [2.4, 7.65], [6.61, 2.45], [2.42, 4.57], [2.44, 9.69], [6.6, 4.5], [2.41, 11.53]]
epoch: 771
loss: 0.9999999885931812
dilation rates: [[1.35, 1.54], [1.32, 1.33], [1.18, 2.69], [4.59, 2.54], [2.56, 2.53], [5.63, 2.62], [2.45, 7.63], [6.61, 2.37], [2.45, 4.57], [2.4, 9.67], [6.61, 4.57], [2.42, 11.56]]
epoch: 772
loss: 0.9999999906817536
dilation rates: [[1.46, 1.55], [1.36, 1.39], [1.25, 2.59], [4.53, 2.52], [2.54, 2.54], [5.59, 2.57], [2.45, 7.63], [6.61, 2.43], [2.38, 4.55], [2.41, 9.69], [6.59, 4.54], [2.39, 11.57]]
epoch: 773
loss: 0.9999999890751594
dilation rates: [[1.47, 1.54], [1.43, 1.37], [1.28, 2.6], [4.54, 2.45], [2.52, 2.56], [5.61, 2.57], [2.45, 7.64], [6.63, 2.42], [2.43, 4.56], [2.4, 9.68], [6.57, 4.55], [2.47, 11.6]]
epoch: 774
loss: 0.9999999922883478
dilation rates: [[1.39, 1.52], [1.38, 1.44], [1.23, 2.62], [4.55, 2.53], [2.57, 2.58], [5.61, 2.52], [2.43, 7.65], [6.62, 2.42], [2.41, 4.59], [2.36, 9.7], [6.58, 4.51], [2.4, 11.61]]
IOU: [97.78, 82.47, 91.67, 53.07, 57.01, 58.31, 65.33, 75.66, 91.89, 61.41, 94.2, 78.31, 57.27, 93.92, 64.15, 79.58, 75.31, 56.47, 73.14]
mIOU: 74.05, mIOU_reduced: 74.24, accuracy: 95.48
epoch: 775
loss: 0.9999999906817536
dilation rates: [[1.38, 1.53], [1.43, 1.33], [1.26, 2.63], [4.59, 2.54], [2.53, 2.53], [5.59, 2.52], [2.47, 7.71], [6.62, 2.37], [2.45, 4.57], [2.43, 9.72], [6.57, 4.54], [2.42, 11.62]]
epoch: 776
loss: 0.9999999910030725
dilation rates: [[1.43, 1.57], [1.39, 1.38], [1.22, 2.63], [4.57, 2.47], [2.53, 2.56], [5.59, 2.57], [2.44, 7.67], [6.65, 2.45], [2.44, 4.57], [2.43, 9.7], [6.63, 4.55], [2.42, 11.58]]
epoch: 777
loss: 0.999999991163732
dilation rates: [[1.44, 1.58], [1.37, 1.37], [1.25, 2.55], [4.59, 2.48], [2.52, 2.51], [5.63, 2.53], [2.54, 7.71], [6.65, 2.38], [2.37, 4.55], [2.45, 9.7], [6.63, 4.57], [2.43, 11.6]]
epoch: 778
loss: 0.9999999908424131
dilation rates: [[1.39, 1.53], [1.4, 1.37], [1.24, 2.57], [4.62, 2.54], [2.55, 2.54], [5.58, 2.55], [2.46, 7.69], [6.66, 2.39], [2.4, 4.57], [2.42, 9.7], [6.6, 4.49], [2.39, 11.59]]
epoch: 779
loss: 0.9999999910030725
dilation rates: [[1.42, 1.54], [1.44, 1.41], [1.25, 2.59], [4.59, 2.51], [2.6, 2.49], [5.64, 2.51], [2.43, 7.66], [6.61, 2.38], [2.4, 4.57], [2.42, 9.66], [6.62, 4.56], [2.4, 11.56]]
epoch: 780
loss: 0.9999999887538407
dilation rates: [[1.4, 1.5], [1.4, 1.37], [1.31, 2.64], [4.6, 2.52], [2.53, 2.54], [5.6, 2.51], [2.46, 7.61], [6.56, 2.42], [2.35, 4.51], [2.41, 9.66], [6.58, 4.53], [2.38, 11.57]]
epoch: 781
loss: 0.9999999924490073
dilation rates: [[1.5, 1.54], [1.44, 1.4], [1.29, 2.56], [4.62, 2.45], [2.56, 2.52], [5.63, 2.49], [2.43, 7.63], [6.57, 2.39], [2.4, 4.52], [2.41, 9.68], [6.59, 4.55], [2.41, 11.59]]
epoch: 782
loss: 0.9999999914850507
dilation rates: [[1.36, 1.53], [1.41, 1.35], [1.2, 2.52], [4.66, 2.42], [2.55, 2.56], [5.57, 2.55], [2.38, 7.65], [6.59, 2.36], [2.41, 4.51], [2.43, 9.71], [6.58, 4.51], [2.39, 11.57]]
epoch: 783
loss: 0.9999999906817536
dilation rates: [[1.38, 1.53], [1.35, 1.31], [1.25, 2.56], [4.59, 2.51], [2.6, 2.56], [5.55, 2.56], [2.35, 7.63], [6.61, 2.39], [2.37, 4.54], [2.39, 9.71], [6.56, 4.5], [2.38, 11.54]]
epoch: 784
loss: 0.9999999887538407
dilation rates: [[1.44, 1.6], [1.38, 1.39], [1.23, 2.55], [4.63, 2.53], [2.54, 2.49], [5.58, 2.55], [2.41, 7.63], [6.62, 2.37], [2.37, 4.58], [2.4, 9.68], [6.62, 4.53], [2.41, 11.54]]
epoch: 785
loss: 0.9999999910030725
dilation rates: [[1.43, 1.61], [1.46, 1.4], [1.26, 2.62], [4.61, 2.55], [2.54, 2.54], [5.63, 2.52], [2.44, 7.6], [6.62, 2.41], [2.36, 4.58], [2.5, 9.67], [6.62, 4.59], [2.42, 11.57]]
epoch: 786
loss: 0.999999991163732
dilation rates: [[1.52, 1.55], [1.37, 1.36], [1.31, 2.61], [4.57, 2.48], [2.57, 2.53], [5.67, 2.47], [2.36, 7.6], [6.67, 2.42], [2.42, 4.6], [2.38, 9.68], [6.6, 4.58], [2.43, 11.55]]
epoch: 787
loss: 0.9999999890751594
dilation rates: [[1.52, 1.59], [1.4, 1.37], [1.22, 2.69], [4.56, 2.52], [2.62, 2.53], [5.65, 2.53], [2.45, 7.65], [6.66, 2.43], [2.42, 4.58], [2.47, 9.65], [6.59, 4.6], [2.42, 11.59]]
epoch: 788
loss: 0.9999999901997754
dilation rates: [[1.39, 1.53], [1.41, 1.28], [1.17, 2.66], [4.59, 2.56], [2.52, 2.61], [5.52, 2.48], [2.46, 7.73], [6.67, 2.41], [2.36, 4.6], [2.39, 9.69], [6.65, 4.55], [2.42, 11.61]]
epoch: 789
loss: 0.9999999897177971
dilation rates: [[1.43, 1.5], [1.45, 1.32], [1.2, 2.67], [4.6, 2.58], [2.54, 2.6], [5.57, 2.52], [2.49, 7.69], [6.6, 2.43], [2.45, 4.62], [2.43, 9.74], [6.64, 4.55], [2.43, 11.59]]
epoch: 790
loss: 0.9999999910030725
dilation rates: [[1.42, 1.53], [1.41, 1.34], [1.22, 2.62], [4.55, 2.56], [2.5, 2.55], [5.57, 2.53], [2.43, 7.69], [6.58, 2.39], [2.4, 4.57], [2.42, 9.74], [6.63, 4.53], [2.37, 11.57]]
epoch: 791
loss: 0.999999990039116
dilation rates: [[1.54, 1.53], [1.37, 1.37], [1.23, 2.54], [4.58, 2.47], [2.54, 2.5], [5.56, 2.51], [2.45, 7.71], [6.56, 2.39], [2.32, 4.55], [2.4, 9.73], [6.63, 4.53], [2.44, 11.56]]
epoch: 792
loss: 0.9999999906817536
dilation rates: [[1.43, 1.53], [1.44, 1.37], [1.26, 2.58], [4.6, 2.45], [2.54, 2.54], [5.63, 2.51], [2.41, 7.7], [6.55, 2.4], [2.38, 4.54], [2.47, 9.68], [6.62, 4.54], [2.4, 11.57]]
epoch: 793
loss: 0.9999999908424131
dilation rates: [[1.45, 1.56], [1.46, 1.41], [1.22, 2.62], [4.62, 2.49], [2.53, 2.52], [5.67, 2.52], [2.45, 7.7], [6.55, 2.39], [2.34, 4.55], [2.4, 9.69], [6.58, 4.55], [2.38, 11.53]]
epoch: 794
loss: 0.9999999906817536
dilation rates: [[1.39, 1.54], [1.37, 1.43], [1.23, 2.62], [4.64, 2.46], [2.52, 2.57], [5.64, 2.51], [2.44, 7.68], [6.54, 2.36], [2.39, 4.53], [2.35, 9.68], [6.56, 4.49], [2.42, 11.54]]
epoch: 795
loss: 0.999999991163732
dilation rates: [[1.34, 1.56], [1.34, 1.41], [1.22, 2.64], [4.64, 2.54], [2.56, 2.54], [5.59, 2.53], [2.46, 7.61], [6.6, 2.38], [2.35, 4.54], [2.44, 9.69], [6.56, 4.52], [2.43, 11.57]]
epoch: 796
loss: 0.9999999908424131
dilation rates: [[1.43, 1.54], [1.42, 1.45], [1.23, 2.58], [4.63, 2.48], [2.58, 2.6], [5.63, 2.55], [2.45, 7.59], [6.59, 2.4], [2.38, 4.56], [2.39, 9.72], [6.59, 4.47], [2.41, 11.56]]
epoch: 797
loss: 0.9999999906817536
dilation rates: [[1.35, 1.49], [1.43, 1.38], [1.23, 2.58], [4.56, 2.45], [2.54, 2.55], [5.71, 2.55], [2.48, 7.63], [6.61, 2.36], [2.44, 4.54], [2.42, 9.7], [6.58, 4.5], [2.41, 11.56]]
epoch: 798
loss: 0.9999999901997754
dilation rates: [[1.46, 1.6], [1.39, 1.35], [1.23, 2.59], [4.58, 2.52], [2.54, 2.55], [5.66, 2.49], [2.46, 7.67], [6.59, 2.39], [2.42, 4.57], [2.42, 9.69], [6.59, 4.53], [2.43, 11.56]]
epoch: 799
loss: 0.999999991163732
dilation rates: [[1.41, 1.54], [1.41, 1.36], [1.23, 2.57], [4.56, 2.54], [2.55, 2.54], [5.66, 2.5], [2.42, 7.69], [6.64, 2.36], [2.41, 4.53], [2.39, 9.71], [6.58, 4.55], [2.44, 11.59]]
IOU: [97.73, 82.19, 91.82, 53.22, 57.04, 60.77, 64.43, 75.28, 91.9, 62.39, 94.65, 78.86, 59.34, 94.05, 66.07, 80.55, 74.9, 56.42, 74.11]
mIOU: 74.51, mIOU_reduced: 74.64, accuracy: 95.54
epoch: 800
loss: 0.999999991967029
dilation rates: [[1.49, 1.54], [1.36, 1.36], [1.24, 2.61], [4.58, 2.45], [2.53, 2.53], [5.61, 2.53], [2.42, 7.65], [6.65, 2.36], [2.4, 4.53], [2.38, 9.69], [6.59, 4.52], [2.44, 11.56]]
epoch: 801
loss: 0.9999999908424131
dilation rates: [[1.36, 1.52], [1.51, 1.35], [1.25, 2.59], [4.6, 2.46], [2.5, 2.55], [5.65, 2.53], [2.48, 7.67], [6.69, 2.44], [2.37, 4.53], [2.44, 9.69], [6.64, 4.52], [2.41, 11.56]]
epoch: 802
loss: 0.999999991163732
dilation rates: [[1.45, 1.55], [1.4, 1.42], [1.28, 2.59], [4.62, 2.53], [2.55, 2.51], [5.64, 2.56], [2.44, 7.62], [6.69, 2.42], [2.41, 4.59], [2.45, 9.78], [6.63, 4.52], [2.39, 11.55]]
epoch: 803
loss: 0.9999999892358189
dilation rates: [[1.44, 1.56], [1.43, 1.39], [1.25, 2.58], [4.57, 2.51], [2.55, 2.49], [5.64, 2.48], [2.44, 7.69], [6.67, 2.41], [2.39, 4.56], [2.45, 9.72], [6.62, 4.55], [2.42, 11.56]]
epoch: 804
loss: 0.9999999916457102
dilation rates: [[1.47, 1.53], [1.41, 1.35], [1.2, 2.61], [4.57, 2.49], [2.49, 2.59], [5.69, 2.57], [2.41, 7.63], [6.58, 2.38], [2.37, 4.61], [2.39, 9.7], [6.6, 4.52], [2.41, 11.56]]
epoch: 805
loss: 0.9999999932523044
dilation rates: [[1.49, 1.52], [1.42, 1.38], [1.18, 2.6], [4.55, 2.55], [2.48, 2.56], [5.72, 2.52], [2.42, 7.66], [6.57, 2.38], [2.39, 4.59], [2.45, 9.68], [6.58, 4.56], [2.41, 11.59]]
epoch: 806
loss: 0.9999999910030725
dilation rates: [[1.46, 1.55], [1.42, 1.44], [1.29, 2.61], [4.59, 2.54], [2.53, 2.5], [5.63, 2.5], [2.45, 7.64], [6.56, 2.36], [2.39, 4.57], [2.46, 9.65], [6.6, 4.49], [2.41, 11.55]]
epoch: 807
loss: 0.9999999918063696
dilation rates: [[1.43, 1.46], [1.38, 1.35], [1.24, 2.55], [4.62, 2.49], [2.56, 2.54], [5.61, 2.5], [2.38, 7.68], [6.59, 2.39], [2.39, 4.58], [2.42, 9.61], [6.6, 4.49], [2.4, 11.55]]
epoch: 808
loss: 0.9999999901997754
dilation rates: [[1.39, 1.5], [1.5, 1.38], [1.3, 2.63], [4.59, 2.54], [2.59, 2.58], [5.59, 2.49], [2.46, 7.7], [6.61, 2.43], [2.42, 4.59], [2.43, 9.66], [6.59, 4.49], [2.43, 11.54]]
epoch: 809
loss: 0.9999999918063696
dilation rates: [[1.46, 1.56], [1.4, 1.4], [1.23, 2.57], [4.54, 2.56], [2.59, 2.56], [5.59, 2.51], [2.45, 7.67], [6.62, 2.37], [2.42, 4.57], [2.41, 9.7], [6.59, 4.52], [2.38, 11.56]]
epoch: 810
loss: 0.999999991967029
dilation rates: [[1.48, 1.53], [1.39, 1.36], [1.2, 2.55], [4.53, 2.54], [2.52, 2.51], [5.61, 2.48], [2.45, 7.64], [6.57, 2.37], [2.41, 4.57], [2.36, 9.67], [6.59, 4.47], [2.38, 11.54]]
epoch: 811
loss: 0.999999991163732
dilation rates: [[1.44, 1.56], [1.38, 1.37], [1.21, 2.58], [4.54, 2.52], [2.52, 2.53], [5.6, 2.48], [2.39, 7.65], [6.58, 2.4], [2.38, 4.55], [2.4, 9.65], [6.58, 4.53], [2.37, 11.54]]
epoch: 812
loss: 0.9999999908424131
dilation rates: [[1.36, 1.58], [1.33, 1.37], [1.24, 2.62], [4.5, 2.46], [2.52, 2.51], [5.61, 2.46], [2.44, 7.63], [6.57, 2.39], [2.36, 4.54], [2.39, 9.63], [6.57, 4.49], [2.4, 11.55]]
epoch: 813
loss: 0.9999999914850507
dilation rates: [[1.45, 1.57], [1.4, 1.4], [1.27, 2.62], [4.5, 2.49], [2.52, 2.54], [5.61, 2.46], [2.4, 7.67], [6.57, 2.44], [2.41, 4.54], [2.42, 9.62], [6.55, 4.51], [2.39, 11.59]]
epoch: 814
loss: 0.9999999910030725
dilation rates: [[1.46, 1.52], [1.43, 1.32], [1.23, 2.57], [4.55, 2.52], [2.5, 2.53], [5.6, 2.48], [2.42, 7.68], [6.56, 2.46], [2.36, 4.53], [2.38, 9.6], [6.55, 4.48], [2.38, 11.56]]
epoch: 815
loss: 0.9999999918063696
dilation rates: [[1.46, 1.59], [1.4, 1.33], [1.25, 2.56], [4.52, 2.59], [2.5, 2.54], [5.56, 2.53], [2.46, 7.64], [6.58, 2.48], [2.4, 4.52], [2.41, 9.61], [6.59, 4.51], [2.41, 11.56]]
epoch: 816
loss: 0.9999999908424131
dilation rates: [[1.46, 1.55], [1.33, 1.33], [1.23, 2.58], [4.53, 2.55], [2.5, 2.53], [5.56, 2.52], [2.42, 7.65], [6.55, 2.43], [2.44, 4.51], [2.45, 9.64], [6.55, 4.5], [2.39, 11.55]]
epoch: 817
loss: 0.9999999922883478
dilation rates: [[1.43, 1.54], [1.41, 1.38], [1.24, 2.61], [4.55, 2.51], [2.45, 2.52], [5.58, 2.48], [2.42, 7.65], [6.54, 2.38], [2.36, 4.57], [2.43, 9.62], [6.57, 4.52], [2.41, 11.57]]
epoch: 818
loss: 0.9999999916457102
dilation rates: [[1.4, 1.56], [1.44, 1.34], [1.22, 2.62], [4.61, 2.51], [2.49, 2.53], [5.58, 2.48], [2.4, 7.73], [6.57, 2.33], [2.39, 4.54], [2.42, 9.59], [6.6, 4.5], [2.41, 11.56]]
epoch: 819
loss: 0.9999999913243913
dilation rates: [[1.48, 1.63], [1.47, 1.36], [1.25, 2.59], [4.6, 2.47], [2.51, 2.52], [5.58, 2.55], [2.45, 7.69], [6.56, 2.37], [2.39, 4.58], [2.38, 9.58], [6.59, 4.51], [2.37, 11.55]]
epoch: 820
loss: 0.9999999924490073
dilation rates: [[1.36, 1.56], [1.44, 1.39], [1.26, 2.58], [4.6, 2.51], [2.51, 2.57], [5.64, 2.57], [2.47, 7.69], [6.61, 2.5], [2.46, 4.62], [2.4, 9.59], [6.54, 4.52], [2.39, 11.55]]
epoch: 821
loss: 0.9999999903604349
dilation rates: [[1.43, 1.6], [1.45, 1.39], [1.24, 2.66], [4.6, 2.48], [2.53, 2.56], [5.63, 2.54], [2.45, 7.69], [6.64, 2.48], [2.43, 4.63], [2.46, 9.58], [6.59, 4.53], [2.39, 11.54]]
epoch: 822
loss: 0.9999999892358189
dilation rates: [[1.43, 1.59], [1.42, 1.35], [1.25, 2.62], [4.59, 2.54], [2.52, 2.57], [5.61, 2.54], [2.46, 7.68], [6.66, 2.43], [2.42, 4.61], [2.42, 9.61], [6.58, 4.51], [2.39, 11.54]]
epoch: 823
loss: 0.9999999913243913
dilation rates: [[1.42, 1.58], [1.38, 1.36], [1.29, 2.58], [4.6, 2.56], [2.54, 2.52], [5.56, 2.52], [2.41, 7.7], [6.61, 2.42], [2.41, 4.57], [2.42, 9.59], [6.54, 4.55], [2.4, 11.53]]
epoch: 824
loss: 0.9999999901997754
dilation rates: [[1.46, 1.59], [1.36, 1.39], [1.25, 2.59], [4.62, 2.54], [2.53, 2.55], [5.56, 2.5], [2.42, 7.67], [6.62, 2.36], [2.38, 4.54], [2.47, 9.62], [6.55, 4.55], [2.44, 11.53]]
IOU: [97.95, 83.54, 91.86, 57.4, 55.64, 60.11, 65.36, 74.39, 91.99, 60.9, 94.54, 77.91, 55.45, 93.77, 69.62, 77.49, 73.63, 53.59, 72.33]
mIOU: 74.08, mIOU_reduced: 74.17, accuracy: 95.61
epoch: 825
loss: 0.9999999877898841
dilation rates: [[1.46, 1.53], [1.41, 1.37], [1.2, 2.55], [4.68, 2.5], [2.55, 2.55], [5.58, 2.49], [2.41, 7.66], [6.59, 2.38], [2.4, 4.58], [2.43, 9.63], [6.57, 4.57], [2.37, 11.57]]
epoch: 826
loss: 0.9999999908424131
dilation rates: [[1.37, 1.49], [1.4, 1.37], [1.24, 2.61], [4.62, 2.5], [2.53, 2.54], [5.56, 2.48], [2.41, 7.62], [6.58, 2.38], [2.42, 4.55], [2.4, 9.63], [6.56, 4.53], [2.38, 11.55]]
epoch: 827
loss: 0.9999999905210942
dilation rates: [[1.45, 1.52], [1.37, 1.31], [1.25, 2.61], [4.58, 2.49], [2.54, 2.54], [5.55, 2.5], [2.44, 7.64], [6.58, 2.41], [2.36, 4.54], [2.36, 9.62], [6.54, 4.5], [2.38, 11.54]]
epoch: 828
loss: 0.999999990039116
dilation rates: [[1.45, 1.63], [1.39, 1.36], [1.28, 2.58], [4.57, 2.47], [2.51, 2.58], [5.56, 2.48], [2.42, 7.6], [6.6, 2.39], [2.39, 4.54], [2.39, 9.62], [6.56, 4.51], [2.38, 11.57]]
epoch: 829
loss: 0.9999999916457102
dilation rates: [[1.49, 1.57], [1.43, 1.33], [1.22, 2.61], [4.56, 2.45], [2.47, 2.52], [5.56, 2.47], [2.39, 7.63], [6.62, 2.41], [2.4, 4.56], [2.43, 9.6], [6.56, 4.51], [2.42, 11.57]]
epoch: 830
loss: 0.9999999914850507
dilation rates: [[1.45, 1.56], [1.43, 1.35], [1.28, 2.57], [4.56, 2.46], [2.49, 2.51], [5.55, 2.52], [2.42, 7.6], [6.61, 2.48], [2.43, 4.6], [2.45, 9.61], [6.58, 4.52], [2.39, 11.56]]
epoch: 831
loss: 0.9999999885931812
dilation rates: [[1.37, 1.56], [1.31, 1.38], [1.23, 2.58], [4.59, 2.5], [2.51, 2.5], [5.56, 2.48], [2.4, 7.6], [6.61, 2.45], [2.41, 4.58], [2.41, 9.56], [6.56, 4.52], [2.39, 11.56]]
epoch: 832
loss: 0.999999990039116
dilation rates: [[1.38, 1.52], [1.48, 1.34], [1.21, 2.65], [4.58, 2.45], [2.49, 2.55], [5.57, 2.5], [2.46, 7.6], [6.62, 2.45], [2.4, 4.6], [2.42, 9.58], [6.58, 4.52], [2.42, 11.56]]
epoch: 833
loss: 0.9999999901997754
dilation rates: [[1.38, 1.47], [1.36, 1.43], [1.28, 2.59], [4.55, 2.48], [2.56, 2.54], [5.54, 2.53], [2.49, 7.62], [6.6, 2.47], [2.42, 4.58], [2.4, 9.59], [6.6, 4.52], [2.41, 11.58]]
epoch: 834
loss: 0.9999999927703261
dilation rates: [[1.4, 1.57], [1.41, 1.33], [1.22, 2.63], [4.55, 2.46], [2.51, 2.52], [5.57, 2.47], [2.43, 7.63], [6.61, 2.43], [2.37, 4.55], [2.37, 9.6], [6.58, 4.49], [2.39, 11.59]]
epoch: 835
loss: 0.9999999905210942
dilation rates: [[1.4, 1.51], [1.41, 1.4], [1.22, 2.57], [4.58, 2.48], [2.53, 2.51], [5.56, 2.56], [2.47, 7.66], [6.6, 2.42], [2.38, 4.55], [2.43, 9.59], [6.59, 4.5], [2.45, 11.59]]
epoch: 836
loss: 0.9999999910030725
dilation rates: [[1.4, 1.57], [1.41, 1.34], [1.3, 2.61], [4.58, 2.53], [2.52, 2.51], [5.55, 2.57], [2.42, 7.65], [6.61, 2.42], [2.38, 4.55], [2.44, 9.64], [6.58, 4.51], [2.41, 11.58]]
epoch: 837
loss: 0.9999999893964783
dilation rates: [[1.42, 1.49], [1.42, 1.38], [1.22, 2.6], [4.61, 2.53], [2.47, 2.47], [5.59, 2.53], [2.42, 7.65], [6.6, 2.41], [2.39, 4.51], [2.39, 9.66], [6.61, 4.48], [2.39, 11.58]]
epoch: 838
loss: 0.9999999906817536
dilation rates: [[1.43, 1.54], [1.31, 1.39], [1.22, 2.55], [4.58, 2.46], [2.47, 2.58], [5.61, 2.54], [2.42, 7.66], [6.58, 2.41], [2.39, 4.52], [2.4, 9.66], [6.55, 4.46], [2.39, 11.57]]
epoch: 839
loss: 0.999999991967029
dilation rates: [[1.43, 1.55], [1.35, 1.27], [1.27, 2.53], [4.55, 2.46], [2.49, 2.53], [5.58, 2.53], [2.38, 7.63], [6.58, 2.39], [2.35, 4.52], [2.4, 9.62], [6.55, 4.47], [2.4, 11.57]]
epoch: 840
loss: 0.9999999905210942
dilation rates: [[1.4, 1.53], [1.4, 1.37], [1.23, 2.53], [4.54, 2.47], [2.51, 2.52], [5.59, 2.5], [2.4, 7.61], [6.55, 2.39], [2.37, 4.5], [2.4, 9.63], [6.55, 4.48], [2.37, 11.55]]
epoch: 841
loss: 0.9999999905210942
dilation rates: [[1.43, 1.5], [1.36, 1.36], [1.19, 2.52], [4.57, 2.51], [2.51, 2.5], [5.55, 2.45], [2.39, 7.62], [6.55, 2.39], [2.42, 4.54], [2.42, 9.62], [6.57, 4.48], [2.36, 11.57]]
epoch: 842
loss: 0.9999999890751594
dilation rates: [[1.43, 1.56], [1.42, 1.39], [1.28, 2.59], [4.59, 2.53], [2.51, 2.57], [5.52, 2.5], [2.44, 7.62], [6.55, 2.4], [2.36, 4.52], [2.41, 9.63], [6.58, 4.5], [2.4, 11.55]]
epoch: 843
loss: 0.9999999905210942
dilation rates: [[1.43, 1.58], [1.4, 1.35], [1.29, 2.57], [4.59, 2.61], [2.53, 2.54], [5.54, 2.51], [2.42, 7.64], [6.58, 2.38], [2.4, 4.5], [2.42, 9.64], [6.56, 4.53], [2.4, 11.53]]
epoch: 844
loss: 0.9999999927703261
dilation rates: [[1.46, 1.52], [1.39, 1.35], [1.22, 2.61], [4.58, 2.52], [2.48, 2.5], [5.53, 2.51], [2.41, 7.63], [6.6, 2.39], [2.33, 4.53], [2.43, 9.64], [6.55, 4.51], [2.4, 11.53]]
epoch: 845
loss: 0.9999999926096667
dilation rates: [[1.42, 1.52], [1.37, 1.34], [1.26, 2.59], [4.55, 2.5], [2.49, 2.46], [5.53, 2.51], [2.45, 7.63], [6.6, 2.42], [2.37, 4.52], [2.4, 9.65], [6.55, 4.49], [2.4, 11.52]]
epoch: 846
loss: 0.9999999930916449
dilation rates: [[1.42, 1.51], [1.42, 1.32], [1.28, 2.57], [4.56, 2.48], [2.55, 2.49], [5.54, 2.54], [2.42, 7.64], [6.63, 2.42], [2.42, 4.56], [2.42, 9.64], [6.57, 4.45], [2.38, 11.53]]
epoch: 847
loss: 0.9999999937342826
dilation rates: [[1.42, 1.55], [1.4, 1.33], [1.25, 2.6], [4.61, 2.49], [2.54, 2.5], [5.57, 2.54], [2.41, 7.65], [6.62, 2.41], [2.38, 4.57], [2.37, 9.63], [6.55, 4.45], [2.41, 11.54]]
epoch: 848
loss: 0.9999999908424131
dilation rates: [[1.4, 1.63], [1.4, 1.36], [1.25, 2.61], [4.54, 2.53], [2.53, 2.53], [5.53, 2.53], [2.44, 7.62], [6.58, 2.39], [2.35, 4.54], [2.41, 9.65], [6.56, 4.48], [2.39, 11.5]]
epoch: 849
loss: 0.9999999918063696
dilation rates: [[1.39, 1.52], [1.43, 1.36], [1.18, 2.56], [4.56, 2.53], [2.51, 2.49], [5.59, 2.48], [2.38, 7.66], [6.6, 2.37], [2.39, 4.53], [2.41, 9.68], [6.58, 4.53], [2.41, 11.53]]
IOU: [97.9, 83.03, 91.74, 54.07, 59.58, 60.52, 64.98, 76.13, 92.0, 61.16, 94.18, 77.91, 56.05, 93.74, 80.95, 84.36, 78.64, 57.21, 72.25]
mIOU: 75.6, mIOU_reduced: 74.53, accuracy: 95.62
epoch: 850
loss: 0.9999999914850507
dilation rates: [[1.37, 1.52], [1.41, 1.36], [1.22, 2.58], [4.55, 2.56], [2.55, 2.54], [5.55, 2.53], [2.45, 7.66], [6.61, 2.41], [2.44, 4.48], [2.44, 9.67], [6.59, 4.54], [2.41, 11.54]]
epoch: 851
loss: 0.9999999929309855
dilation rates: [[1.42, 1.56], [1.38, 1.34], [1.26, 2.54], [4.52, 2.56], [2.52, 2.54], [5.56, 2.53], [2.47, 7.64], [6.58, 2.41], [2.4, 4.53], [2.42, 9.67], [6.59, 4.53], [2.4, 11.55]]
epoch: 852
loss: 0.9999999908424131
dilation rates: [[1.39, 1.52], [1.41, 1.4], [1.22, 2.54], [4.58, 2.57], [2.54, 2.6], [5.58, 2.55], [2.43, 7.66], [6.6, 2.4], [2.44, 4.57], [2.41, 9.72], [6.6, 4.5], [2.42, 11.57]]
epoch: 853
loss: 0.999999990039116
dilation rates: [[1.43, 1.52], [1.32, 1.41], [1.22, 2.55], [4.59, 2.51], [2.48, 2.51], [5.55, 2.52], [2.44, 7.64], [6.58, 2.35], [2.41, 4.53], [2.44, 9.71], [6.56, 4.51], [2.39, 11.55]]
epoch: 854
loss: 0.9999999913243913
dilation rates: [[1.42, 1.56], [1.38, 1.33], [1.23, 2.56], [4.51, 2.45], [2.48, 2.53], [5.58, 2.55], [2.4, 7.58], [6.59, 2.39], [2.36, 4.52], [2.4, 9.65], [6.56, 4.48], [2.39, 11.55]]
epoch: 855
loss: 0.9999999916457102
dilation rates: [[1.44, 1.6], [1.42, 1.35], [1.24, 2.6], [4.55, 2.46], [2.51, 2.48], [5.55, 2.53], [2.47, 7.6], [6.6, 2.44], [2.41, 4.57], [2.42, 9.64], [6.58, 4.5], [2.41, 11.56]]
epoch: 856
loss: 0.9999999914850507
dilation rates: [[1.38, 1.52], [1.4, 1.36], [1.19, 2.6], [4.56, 2.53], [2.51, 2.49], [5.58, 2.5], [2.45, 7.63], [6.58, 2.4], [2.47, 4.57], [2.42, 9.63], [6.56, 4.47], [2.41, 11.56]]
epoch: 857
loss: 0.9999999906817536
dilation rates: [[1.36, 1.53], [1.43, 1.38], [1.28, 2.58], [4.55, 2.54], [2.54, 2.48], [5.56, 2.5], [2.45, 7.65], [6.57, 2.4], [2.42, 4.55], [2.4, 9.62], [6.55, 4.48], [2.39, 11.56]]
epoch: 858
loss: 0.9999999914850507
dilation rates: [[1.39, 1.47], [1.41, 1.37], [1.25, 2.59], [4.56, 2.51], [2.54, 2.53], [5.58, 2.51], [2.42, 7.65], [6.59, 2.38], [2.37, 4.54], [2.39, 9.64], [6.55, 4.51], [2.39, 11.54]]
epoch: 859
loss: 0.9999999913243913
dilation rates: [[1.39, 1.53], [1.37, 1.33], [1.25, 2.59], [4.53, 2.49], [2.51, 2.51], [5.55, 2.52], [2.41, 7.66], [6.6, 2.43], [2.41, 4.54], [2.41, 9.62], [6.56, 4.48], [2.38, 11.52]]
epoch: 860
loss: 0.9999999892358189
dilation rates: [[1.42, 1.54], [1.4, 1.37], [1.26, 2.59], [4.55, 2.51], [2.5, 2.51], [5.54, 2.55], [2.45, 7.66], [6.61, 2.38], [2.41, 4.55], [2.44, 9.62], [6.57, 4.5], [2.39, 11.52]]
epoch: 861
loss: 0.9999999910030725
dilation rates: [[1.46, 1.54], [1.38, 1.34], [1.23, 2.57], [4.54, 2.49], [2.5, 2.49], [5.52, 2.55], [2.4, 7.66], [6.6, 2.36], [2.4, 4.52], [2.41, 9.6], [6.56, 4.47], [2.38, 11.5]]
epoch: 862
loss: 0.9999999901997754
dilation rates: [[1.42, 1.51], [1.4, 1.38], [1.25, 2.62], [4.57, 2.49], [2.54, 2.52], [5.55, 2.56], [2.39, 7.65], [6.6, 2.39], [2.41, 4.55], [2.4, 9.61], [6.58, 4.46], [2.4, 11.52]]
epoch: 863
loss: 0.9999999910030725
dilation rates: [[1.41, 1.55], [1.4, 1.36], [1.25, 2.58], [4.56, 2.53], [2.51, 2.47], [5.55, 2.52], [2.4, 7.64], [6.57, 2.41], [2.43, 4.52], [2.4, 9.63], [6.59, 4.48], [2.38, 11.51]]
epoch: 864
loss: 0.9999999913243913
dilation rates: [[1.42, 1.51], [1.37, 1.31], [1.22, 2.58], [4.56, 2.5], [2.52, 2.44], [5.56, 2.52], [2.4, 7.63], [6.58, 2.36], [2.41, 4.49], [2.39, 9.61], [6.54, 4.47], [2.38, 11.51]]
epoch: 865
loss: 0.999999990039116
dilation rates: [[1.37, 1.52], [1.4, 1.33], [1.28, 2.53], [4.59, 2.51], [2.54, 2.5], [5.55, 2.51], [2.45, 7.63], [6.57, 2.38], [2.43, 4.54], [2.4, 9.6], [6.58, 4.48], [2.39, 11.53]]
epoch: 866
loss: 0.9999999908424131
dilation rates: [[1.45, 1.56], [1.38, 1.34], [1.24, 2.58], [4.61, 2.49], [2.52, 2.5], [5.6, 2.49], [2.42, 7.64], [6.59, 2.41], [2.42, 4.53], [2.38, 9.62], [6.58, 4.47], [2.4, 11.53]]
epoch: 867
loss: 0.9999999914850507
dilation rates: [[1.43, 1.58], [1.44, 1.38], [1.27, 2.6], [4.64, 2.58], [2.52, 2.5], [5.56, 2.5], [2.46, 7.66], [6.59, 2.35], [2.38, 4.55], [2.41, 9.6], [6.59, 4.49], [2.39, 11.51]]
epoch: 868
loss: 0.999999991163732
dilation rates: [[1.44, 1.54], [1.36, 1.37], [1.17, 2.63], [4.62, 2.54], [2.5, 2.48], [5.56, 2.54], [2.45, 7.65], [6.59, 2.37], [2.43, 4.53], [2.39, 9.62], [6.57, 4.5], [2.37, 11.53]]
epoch: 869
loss: 0.9999999901997754
dilation rates: [[1.41, 1.6], [1.41, 1.36], [1.22, 2.59], [4.61, 2.53], [2.5, 2.5], [5.56, 2.51], [2.42, 7.62], [6.57, 2.42], [2.43, 4.5], [2.42, 9.62], [6.59, 4.48], [2.4, 11.54]]
epoch: 870
loss: 0.9999999897177971
dilation rates: [[1.38, 1.55], [1.38, 1.31], [1.23, 2.57], [4.56, 2.51], [2.52, 2.51], [5.55, 2.51], [2.44, 7.59], [6.58, 2.38], [2.41, 4.5], [2.39, 9.59], [6.59, 4.48], [2.37, 11.54]]
epoch: 871
loss: 0.9999999921276884
dilation rates: [[1.39, 1.52], [1.37, 1.29], [1.25, 2.58], [4.5, 2.47], [2.51, 2.51], [5.55, 2.48], [2.41, 7.58], [6.57, 2.36], [2.39, 4.53], [2.38, 9.59], [6.57, 4.48], [2.37, 11.54]]
epoch: 872
loss: 0.999999991967029
dilation rates: [[1.46, 1.5], [1.38, 1.31], [1.21, 2.55], [4.52, 2.49], [2.52, 2.49], [5.53, 2.48], [2.41, 7.56], [6.55, 2.35], [2.38, 4.54], [2.37, 9.6], [6.59, 4.46], [2.38, 11.53]]
epoch: 873
loss: 0.9999999908424131
dilation rates: [[1.42, 1.54], [1.39, 1.32], [1.24, 2.56], [4.52, 2.48], [2.52, 2.48], [5.53, 2.52], [2.4, 7.56], [6.56, 2.37], [2.4, 4.52], [2.37, 9.59], [6.59, 4.48], [2.39, 11.52]]
epoch: 874
loss: 0.9999999922883478
dilation rates: [[1.42, 1.52], [1.39, 1.3], [1.26, 2.58], [4.54, 2.49], [2.5, 2.44], [5.51, 2.5], [2.4, 7.55], [6.57, 2.36], [2.37, 4.5], [2.39, 9.56], [6.58, 4.48], [2.4, 11.53]]
IOU: [98.04, 83.93, 92.25, 59.67, 59.06, 62.3, 66.86, 76.94, 92.12, 61.59, 94.71, 79.61, 60.33, 92.88, 61.59, 74.03, 75.62, 57.03, 73.96]
mIOU: 74.87, mIOU_reduced: 75.71, accuracy: 95.73
epoch: 875
loss: 0.9999999922883478
dilation rates: [[1.37, 1.46], [1.38, 1.33], [1.25, 2.55], [4.57, 2.49], [2.49, 2.52], [5.54, 2.53], [2.4, 7.6], [6.55, 2.35], [2.36, 4.5], [2.38, 9.61], [6.58, 4.51], [2.38, 11.55]]
epoch: 876
loss: 0.9999999926096667
dilation rates: [[1.39, 1.5], [1.37, 1.39], [1.24, 2.54], [4.56, 2.48], [2.51, 2.49], [5.57, 2.52], [2.38, 7.6], [6.54, 2.39], [2.36, 4.5], [2.38, 9.61], [6.56, 4.47], [2.39, 11.55]]
epoch: 877
loss: 0.9999999889145
dilation rates: [[1.45, 1.49], [1.38, 1.35], [1.23, 2.58], [4.56, 2.5], [2.48, 2.51], [5.56, 2.5], [2.42, 7.61], [6.55, 2.38], [2.34, 4.48], [2.37, 9.63], [6.56, 4.48], [2.38, 11.54]]
epoch: 878
loss: 0.9999999926096667
dilation rates: [[1.39, 1.55], [1.36, 1.31], [1.25, 2.54], [4.53, 2.46], [2.47, 2.51], [5.52, 2.51], [2.41, 7.6], [6.56, 2.39], [2.38, 4.5], [2.4, 9.64], [6.57, 4.47], [2.4, 11.54]]
epoch: 879
loss: 0.9999999905210942
dilation rates: [[1.38, 1.6], [1.37, 1.35], [1.27, 2.55], [4.5, 2.47], [2.48, 2.51], [5.52, 2.52], [2.43, 7.64], [6.55, 2.42], [2.39, 4.5], [2.41, 9.63], [6.58, 4.5], [2.37, 11.55]]
epoch: 880
loss: 0.9999999913243913
dilation rates: [[1.41, 1.54], [1.41, 1.32], [1.23, 2.56], [4.5, 2.47], [2.49, 2.5], [5.56, 2.48], [2.4, 7.65], [6.55, 2.43], [2.37, 4.48], [2.39, 9.61], [6.58, 4.49], [2.4, 11.52]]
epoch: 881
loss: 0.9999999930916449
dilation rates: [[1.39, 1.56], [1.37, 1.35], [1.21, 2.55], [4.51, 2.51], [2.54, 2.49], [5.56, 2.51], [2.4, 7.61], [6.54, 2.42], [2.41, 4.47], [2.39, 9.59], [6.58, 4.48], [2.38, 11.51]]
epoch: 882
loss: 0.9999999905210942
dilation rates: [[1.43, 1.55], [1.37, 1.38], [1.23, 2.55], [4.49, 2.52], [2.56, 2.5], [5.55, 2.51], [2.42, 7.59], [6.55, 2.44], [2.38, 4.47], [2.4, 9.61], [6.57, 4.48], [2.41, 11.53]]
epoch: 883
loss: 0.9999999918063696
dilation rates: [[1.43, 1.52], [1.4, 1.32], [1.23, 2.57], [4.52, 2.52], [2.56, 2.51], [5.56, 2.5], [2.38, 7.6], [6.57, 2.44], [2.37, 4.48], [2.41, 9.61], [6.55, 4.5], [2.38, 11.54]]
epoch: 884
loss: 0.9999999930916449
dilation rates: [[1.42, 1.51], [1.33, 1.33], [1.24, 2.56], [4.54, 2.5], [2.51, 2.52], [5.55, 2.51], [2.44, 7.61], [6.55, 2.42], [2.39, 4.5], [2.41, 9.6], [6.56, 4.49], [2.38, 11.56]]
epoch: 885
loss: 0.9999999895571378
dilation rates: [[1.39, 1.55], [1.39, 1.36], [1.2, 2.58], [4.54, 2.48], [2.53, 2.5], [5.59, 2.5], [2.42, 7.63], [6.56, 2.38], [2.38, 4.52], [2.39, 9.59], [6.54, 4.47], [2.35, 11.57]]
epoch: 886
loss: 0.9999999927703261
dilation rates: [[1.44, 1.55], [1.39, 1.36], [1.26, 2.59], [4.53, 2.47], [2.54, 2.55], [5.57, 2.51], [2.43, 7.62], [6.53, 2.4], [2.39, 4.51], [2.4, 9.59], [6.55, 4.48], [2.39, 11.56]]
epoch: 887
loss: 0.9999999927703261
dilation rates: [[1.41, 1.55], [1.4, 1.37], [1.26, 2.58], [4.52, 2.49], [2.5, 2.53], [5.56, 2.48], [2.45, 7.65], [6.56, 2.42], [2.37, 4.51], [2.38, 9.6], [6.57, 4.52], [2.38, 11.55]]
epoch: 888
loss: 0.9999999921276884
dilation rates: [[1.47, 1.56], [1.4, 1.33], [1.25, 2.57], [4.55, 2.49], [2.49, 2.53], [5.59, 2.47], [2.42, 7.63], [6.55, 2.43], [2.38, 4.56], [2.39, 9.6], [6.55, 4.48], [2.38, 11.56]]
epoch: 889
loss: 0.9999999927703261
dilation rates: [[1.42, 1.51], [1.37, 1.35], [1.28, 2.58], [4.57, 2.52], [2.51, 2.52], [5.57, 2.45], [2.43, 7.66], [6.54, 2.43], [2.37, 4.56], [2.39, 9.6], [6.56, 4.5], [2.4, 11.56]]
epoch: 890
loss: 0.9999999908424131
dilation rates: [[1.4, 1.53], [1.35, 1.35], [1.25, 2.58], [4.53, 2.49], [2.49, 2.5], [5.59, 2.47], [2.42, 7.66], [6.54, 2.39], [2.37, 4.53], [2.4, 9.61], [6.56, 4.46], [2.39, 11.57]]
epoch: 891
loss: 0.999999991967029
dilation rates: [[1.39, 1.49], [1.36, 1.33], [1.22, 2.56], [4.55, 2.51], [2.47, 2.51], [5.6, 2.5], [2.43, 7.65], [6.53, 2.37], [2.35, 4.54], [2.38, 9.6], [6.57, 4.45], [2.39, 11.56]]
epoch: 892
loss: 0.9999999913243913
dilation rates: [[1.43, 1.54], [1.39, 1.34], [1.27, 2.55], [4.56, 2.51], [2.49, 2.48], [5.6, 2.51], [2.41, 7.65], [6.51, 2.38], [2.35, 4.54], [2.38, 9.61], [6.55, 4.46], [2.38, 11.55]]
epoch: 893
loss: 0.9999999906817536
dilation rates: [[1.41, 1.52], [1.35, 1.35], [1.23, 2.55], [4.54, 2.5], [2.51, 2.47], [5.59, 2.5], [2.38, 7.64], [6.52, 2.37], [2.38, 4.49], [2.38, 9.61], [6.53, 4.46], [2.39, 11.55]]
epoch: 894
loss: 0.9999999918063696
dilation rates: [[1.38, 1.51], [1.38, 1.31], [1.22, 2.56], [4.54, 2.45], [2.49, 2.46], [5.57, 2.48], [2.39, 7.64], [6.53, 2.36], [2.37, 4.5], [2.36, 9.61], [6.51, 4.45], [2.36, 11.53]]
epoch: 895
loss: 0.9999999921276884
dilation rates: [[1.38, 1.52], [1.39, 1.35], [1.22, 2.56], [4.56, 2.46], [2.52, 2.48], [5.56, 2.48], [2.4, 7.63], [6.52, 2.39], [2.39, 4.53], [2.41, 9.62], [6.51, 4.45], [2.39, 11.53]]
epoch: 896
loss: 0.9999999918063696
dilation rates: [[1.4, 1.52], [1.37, 1.4], [1.23, 2.53], [4.57, 2.47], [2.49, 2.49], [5.6, 2.5], [2.42, 7.64], [6.54, 2.39], [2.37, 4.54], [2.39, 9.62], [6.52, 4.47], [2.4, 11.52]]
epoch: 897
loss: 0.9999999932523044
dilation rates: [[1.46, 1.54], [1.44, 1.34], [1.24, 2.56], [4.56, 2.48], [2.51, 2.49], [5.56, 2.49], [2.44, 7.63], [6.53, 2.38], [2.38, 4.51], [2.39, 9.63], [6.53, 4.47], [2.39, 11.53]]
epoch: 898
loss: 0.9999999905210942
dilation rates: [[1.42, 1.49], [1.43, 1.32], [1.23, 2.57], [4.55, 2.48], [2.51, 2.5], [5.58, 2.51], [2.41, 7.63], [6.54, 2.36], [2.38, 4.52], [2.38, 9.64], [6.54, 4.5], [2.39, 11.55]]
epoch: 899
loss: 0.9999999910030725
dilation rates: [[1.4, 1.5], [1.38, 1.36], [1.23, 2.57], [4.53, 2.5], [2.5, 2.49], [5.58, 2.5], [2.41, 7.62], [6.53, 2.4], [2.38, 4.5], [2.4, 9.61], [6.53, 4.48], [2.4, 11.53]]
IOU: [98.27, 85.36, 92.28, 59.65, 58.68, 62.71, 67.78, 76.68, 92.23, 63.01, 94.47, 79.49, 59.38, 94.35, 66.49, 81.75, 72.21, 57.79, 73.96]
mIOU: 75.61, mIOU_reduced: 76.01, accuracy: 95.92
epoch: 900
loss: 0.9999999930916449
dilation rates: [[1.37, 1.49], [1.39, 1.33], [1.27, 2.58], [4.53, 2.5], [2.5, 2.49], [5.55, 2.48], [2.38, 7.63], [6.53, 2.39], [2.38, 4.5], [2.39, 9.62], [6.53, 4.45], [2.37, 11.53]]
epoch: 901
loss: 0.9999999921276884
dilation rates: [[1.38, 1.5], [1.36, 1.34], [1.23, 2.54], [4.55, 2.5], [2.48, 2.48], [5.56, 2.48], [2.37, 7.62], [6.52, 2.37], [2.38, 4.51], [2.38, 9.62], [6.52, 4.47], [2.37, 11.52]]
epoch: 902
loss: 0.9999999898784565
dilation rates: [[1.38, 1.54], [1.37, 1.34], [1.24, 2.59], [4.54, 2.49], [2.46, 2.46], [5.57, 2.49], [2.37, 7.64], [6.52, 2.41], [2.4, 4.54], [2.41, 9.64], [6.53, 4.47], [2.39, 11.54]]
epoch: 903
loss: 0.9999999927703261
dilation rates: [[1.39, 1.58], [1.4, 1.32], [1.24, 2.58], [4.5, 2.48], [2.47, 2.48], [5.55, 2.47], [2.41, 7.63], [6.53, 2.39], [2.38, 4.53], [2.4, 9.63], [6.56, 4.47], [2.39, 11.54]]
epoch: 904
loss: 0.9999999921276884
dilation rates: [[1.39, 1.51], [1.34, 1.32], [1.19, 2.56], [4.49, 2.48], [2.48, 2.47], [5.54, 2.47], [2.42, 7.62], [6.52, 2.39], [2.39, 4.5], [2.37, 9.61], [6.53, 4.47], [2.36, 11.53]]
epoch: 905
loss: 0.9999999913243913
dilation rates: [[1.4, 1.48], [1.39, 1.31], [1.25, 2.54], [4.49, 2.47], [2.46, 2.48], [5.52, 2.47], [2.39, 7.6], [6.53, 2.38], [2.38, 4.5], [2.37, 9.61], [6.51, 4.45], [2.38, 11.52]]
epoch: 906
loss: 0.9999999942162608
dilation rates: [[1.39, 1.52], [1.37, 1.34], [1.26, 2.55], [4.51, 2.48], [2.47, 2.48], [5.54, 2.51], [2.41, 7.61], [6.55, 2.4], [2.41, 4.5], [2.36, 9.61], [6.52, 4.45], [2.37, 11.52]]
epoch: 907
loss: 0.9999999921276884
dilation rates: [[1.42, 1.53], [1.39, 1.36], [1.24, 2.53], [4.54, 2.49], [2.51, 2.52], [5.52, 2.5], [2.43, 7.62], [6.56, 2.39], [2.38, 4.51], [2.37, 9.66], [6.51, 4.46], [2.38, 11.53]]
epoch: 908
loss: 0.9999999913243913
dilation rates: [[1.38, 1.61], [1.36, 1.42], [1.28, 2.56], [4.61, 2.52], [2.52, 2.52], [5.51, 2.5], [2.39, 7.61], [6.57, 2.4], [2.44, 4.53], [2.43, 9.66], [6.53, 4.5], [2.36, 11.55]]
epoch: 909
loss: 0.9999999918063696
dilation rates: [[1.44, 1.56], [1.41, 1.31], [1.2, 2.6], [4.58, 2.5], [2.53, 2.51], [5.54, 2.51], [2.4, 7.64], [6.6, 2.41], [2.42, 4.52], [2.36, 9.69], [6.53, 4.47], [2.39, 11.54]]
epoch: 910
loss: 0.9999999926096667
dilation rates: [[1.43, 1.56], [1.39, 1.32], [1.23, 2.63], [4.57, 2.48], [2.51, 2.53], [5.53, 2.5], [2.43, 7.63], [6.59, 2.4], [2.43, 4.53], [2.39, 9.69], [6.56, 4.47], [2.39, 11.52]]
epoch: 911
loss: 0.999999991163732
dilation rates: [[1.44, 1.56], [1.43, 1.34], [1.23, 2.59], [4.57, 2.52], [2.49, 2.54], [5.53, 2.49], [2.41, 7.66], [6.61, 2.37], [2.4, 4.55], [2.41, 9.69], [6.56, 4.48], [2.41, 11.54]]
epoch: 912
loss: 0.999999991967029
dilation rates: [[1.41, 1.52], [1.4, 1.35], [1.22, 2.56], [4.56, 2.52], [2.52, 2.5], [5.56, 2.49], [2.43, 7.66], [6.6, 2.38], [2.37, 4.54], [2.39, 9.7], [6.55, 4.46], [2.36, 11.56]]
epoch: 913
loss: 0.9999999908424131
dilation rates: [[1.41, 1.51], [1.39, 1.32], [1.22, 2.57], [4.57, 2.5], [2.49, 2.51], [5.55, 2.51], [2.39, 7.67], [6.61, 2.39], [2.4, 4.53], [2.39, 9.7], [6.55, 4.45], [2.37, 11.53]]
epoch: 914
loss: 0.9999999924490073
dilation rates: [[1.4, 1.51], [1.38, 1.38], [1.25, 2.56], [4.55, 2.48], [2.5, 2.52], [5.53, 2.49], [2.4, 7.64], [6.58, 2.36], [2.4, 4.53], [2.38, 9.66], [6.56, 4.45], [2.37, 11.54]]
epoch: 915
loss: 0.9999999918063696
dilation rates: [[1.41, 1.51], [1.39, 1.33], [1.24, 2.58], [4.54, 2.49], [2.5, 2.51], [5.55, 2.5], [2.4, 7.64], [6.56, 2.38], [2.38, 4.56], [2.43, 9.67], [6.57, 4.48], [2.38, 11.55]]
epoch: 916
loss: 0.9999999914850507
dilation rates: [[1.44, 1.51], [1.33, 1.37], [1.24, 2.57], [4.54, 2.46], [2.5, 2.53], [5.56, 2.49], [2.42, 7.63], [6.56, 2.4], [2.38, 4.54], [2.4, 9.66], [6.56, 4.49], [2.37, 11.54]]
epoch: 917
loss: 0.9999999903604349
dilation rates: [[1.41, 1.53], [1.35, 1.36], [1.26, 2.55], [4.52, 2.49], [2.48, 2.51], [5.56, 2.49], [2.44, 7.61], [6.57, 2.4], [2.39, 4.53], [2.41, 9.64], [6.54, 4.47], [2.37, 11.53]]
epoch: 918
loss: 0.9999999924490073
dilation rates: [[1.4, 1.56], [1.41, 1.37], [1.27, 2.58], [4.54, 2.54], [2.52, 2.57], [5.63, 2.55], [2.43, 7.62], [6.56, 2.4], [2.4, 4.56], [2.41, 9.67], [6.58, 4.49], [2.39, 11.55]]
epoch: 919
loss: 0.9999999901997754
dilation rates: [[1.4, 1.51], [1.4, 1.36], [1.23, 2.59], [4.57, 2.54], [2.51, 2.56], [5.62, 2.51], [2.41, 7.64], [6.55, 2.4], [2.39, 4.54], [2.4, 9.65], [6.58, 4.5], [2.38, 11.54]]
epoch: 920
loss: 0.999999991163732
dilation rates: [[1.4, 1.51], [1.38, 1.36], [1.25, 2.59], [4.55, 2.52], [2.52, 2.53], [5.6, 2.49], [2.4, 7.61], [6.55, 2.4], [2.42, 4.52], [2.38, 9.66], [6.56, 4.5], [2.38, 11.52]]
epoch: 921
loss: 0.9999999930916449
dilation rates: [[1.41, 1.48], [1.38, 1.34], [1.23, 2.59], [4.52, 2.5], [2.51, 2.51], [5.59, 2.49], [2.4, 7.62], [6.56, 2.4], [2.4, 4.51], [2.38, 9.65], [6.56, 4.47], [2.38, 11.52]]
epoch: 922
loss: 0.9999999921276884
dilation rates: [[1.43, 1.49], [1.38, 1.34], [1.2, 2.56], [4.52, 2.5], [2.48, 2.5], [5.59, 2.48], [2.39, 7.62], [6.54, 2.37], [2.38, 4.5], [2.39, 9.64], [6.55, 4.48], [2.36, 11.51]]
epoch: 923
loss: 0.9999999918063696
dilation rates: [[1.42, 1.47], [1.38, 1.34], [1.25, 2.56], [4.51, 2.47], [2.5, 2.49], [5.56, 2.49], [2.39, 7.61], [6.54, 2.38], [2.38, 4.51], [2.37, 9.62], [6.52, 4.47], [2.38, 11.52]]
epoch: 924
loss: 0.9999999918063696
dilation rates: [[1.4, 1.45], [1.34, 1.34], [1.22, 2.54], [4.51, 2.5], [2.53, 2.5], [5.53, 2.48], [2.41, 7.6], [6.56, 2.4], [2.39, 4.52], [2.41, 9.62], [6.54, 4.48], [2.4, 11.52]]
IOU: [98.02, 83.67, 91.93, 55.47, 58.56, 61.1, 65.84, 76.19, 92.14, 60.28, 94.61, 79.46, 60.96, 93.93, 64.02, 78.72, 70.61, 55.24, 73.68]
mIOU: 74.44, mIOU_reduced: 75.07, accuracy: 95.71
epoch: 925
loss: 0.9999999929309855
dilation rates: [[1.44, 1.51], [1.37, 1.35], [1.25, 2.56], [4.51, 2.47], [2.5, 2.49], [5.51, 2.48], [2.4, 7.61], [6.56, 2.4], [2.39, 4.5], [2.38, 9.61], [6.52, 4.47], [2.37, 11.52]]
epoch: 926
loss: 0.9999999934129638
dilation rates: [[1.41, 1.51], [1.36, 1.36], [1.21, 2.56], [4.49, 2.48], [2.48, 2.5], [5.5, 2.46], [2.43, 7.61], [6.57, 2.38], [2.4, 4.52], [2.38, 9.61], [6.51, 4.47], [2.37, 11.52]]
epoch: 927
loss: 0.9999999935736232
dilation rates: [[1.4, 1.48], [1.36, 1.37], [1.25, 2.54], [4.48, 2.46], [2.49, 2.48], [5.5, 2.49], [2.42, 7.6], [6.56, 2.37], [2.39, 4.51], [2.38, 9.6], [6.5, 4.46], [2.37, 11.52]]
epoch: 928
loss: 0.9999999930916449
dilation rates: [[1.36, 1.51], [1.38, 1.36], [1.2, 2.55], [4.48, 2.44], [2.49, 2.49], [5.51, 2.49], [2.41, 7.59], [6.55, 2.38], [2.37, 4.51], [2.4, 9.6], [6.51, 4.46], [2.35, 11.52]]
epoch: 929
loss: 0.9999999932523044
dilation rates: [[1.39, 1.5], [1.37, 1.34], [1.25, 2.53], [4.46, 2.46], [2.49, 2.48], [5.52, 2.47], [2.41, 7.59], [6.54, 2.39], [2.37, 4.53], [2.39, 9.6], [6.51, 4.45], [2.36, 11.52]]
epoch: 930
loss: 0.9999999942162608
dilation rates: [[1.42, 1.49], [1.36, 1.34], [1.22, 2.55], [4.47, 2.47], [2.49, 2.46], [5.54, 2.47], [2.41, 7.59], [6.55, 2.39], [2.36, 4.51], [2.39, 9.59], [6.51, 4.46], [2.35, 11.52]]
epoch: 931
loss: 0.9999999935736232
dilation rates: [[1.42, 1.51], [1.32, 1.32], [1.2, 2.55], [4.48, 2.45], [2.48, 2.47], [5.55, 2.47], [2.42, 7.61], [6.55, 2.41], [2.37, 4.5], [2.4, 9.59], [6.5, 4.48], [2.35, 11.51]]
epoch: 932
loss: 0.999999991163732
dilation rates: [[1.41, 1.48], [1.36, 1.36], [1.2, 2.54], [4.51, 2.43], [2.49, 2.48], [5.54, 2.49], [2.39, 7.6], [6.55, 2.37], [2.37, 4.5], [2.4, 9.59], [6.49, 4.46], [2.38, 11.51]]
epoch: 933
loss: 0.9999999940556015
dilation rates: [[1.39, 1.48], [1.36, 1.32], [1.24, 2.54], [4.51, 2.42], [2.49, 2.47], [5.55, 2.47], [2.39, 7.6], [6.54, 2.37], [2.37, 4.49], [2.4, 9.58], [6.51, 4.45], [2.36, 11.52]]
epoch: 934
loss: 0.9999999934129638
dilation rates: [[1.38, 1.52], [1.35, 1.34], [1.26, 2.59], [4.52, 2.46], [2.49, 2.48], [5.55, 2.49], [2.39, 7.62], [6.55, 2.38], [2.36, 4.49], [2.38, 9.6], [6.51, 4.45], [2.37, 11.53]]
epoch: 935
loss: 0.9999999942162608
dilation rates: [[1.38, 1.53], [1.35, 1.34], [1.24, 2.56], [4.55, 2.45], [2.48, 2.48], [5.56, 2.49], [2.39, 7.61], [6.52, 2.37], [2.39, 4.49], [2.36, 9.59], [6.52, 4.44], [2.37, 11.52]]
epoch: 936
loss: 0.9999999932523044
dilation rates: [[1.39, 1.49], [1.37, 1.32], [1.23, 2.54], [4.54, 2.45], [2.48, 2.46], [5.55, 2.49], [2.41, 7.59], [6.54, 2.38], [2.4, 4.47], [2.36, 9.59], [6.51, 4.45], [2.38, 11.52]]
epoch: 937
loss: 0.9999999934129638
dilation rates: [[1.37, 1.48], [1.37, 1.37], [1.23, 2.53], [4.55, 2.46], [2.47, 2.45], [5.54, 2.47], [2.44, 7.59], [6.54, 2.37], [2.38, 4.47], [2.36, 9.59], [6.51, 4.46], [2.37, 11.52]]
epoch: 938
loss: 0.9999999942162608
dilation rates: [[1.39, 1.49], [1.33, 1.36], [1.22, 2.53], [4.56, 2.46], [2.46, 2.46], [5.55, 2.46], [2.41, 7.58], [6.54, 2.39], [2.39, 4.47], [2.36, 9.58], [6.5, 4.46], [2.38, 11.51]]
epoch: 939
loss: 0.9999999929309855
dilation rates: [[1.37, 1.48], [1.35, 1.36], [1.23, 2.56], [4.54, 2.45], [2.48, 2.47], [5.54, 2.47], [2.4, 7.58], [6.54, 2.38], [2.38, 4.48], [2.38, 9.59], [6.5, 4.46], [2.36, 11.52]]
epoch: 940
loss: 0.9999999924490073
dilation rates: [[1.39, 1.49], [1.39, 1.34], [1.24, 2.54], [4.53, 2.49], [2.49, 2.46], [5.53, 2.48], [2.41, 7.58], [6.53, 2.4], [2.39, 4.49], [2.37, 9.59], [6.51, 4.45], [2.37, 11.51]]
epoch: 941
loss: 0.9999999935736232
dilation rates: [[1.39, 1.52], [1.38, 1.34], [1.23, 2.55], [4.54, 2.48], [2.51, 2.49], [5.54, 2.49], [2.41, 7.6], [6.53, 2.4], [2.37, 4.48], [2.38, 9.61], [6.51, 4.47], [2.36, 11.51]]
epoch: 942
loss: 0.9999999930916449
dilation rates: [[1.36, 1.54], [1.37, 1.34], [1.24, 2.54], [4.56, 2.5], [2.5, 2.48], [5.55, 2.51], [2.4, 7.61], [6.53, 2.4], [2.36, 4.5], [2.38, 9.6], [6.52, 4.48], [2.38, 11.52]]
epoch: 943
loss: 0.9999999924490073
dilation rates: [[1.37, 1.54], [1.37, 1.32], [1.23, 2.56], [4.56, 2.48], [2.5, 2.48], [5.55, 2.5], [2.38, 7.61], [6.54, 2.4], [2.37, 4.48], [2.38, 9.6], [6.52, 4.47], [2.37, 11.53]]
epoch: 944
loss: 0.9999999922883478
dilation rates: [[1.41, 1.52], [1.34, 1.35], [1.21, 2.55], [4.55, 2.46], [2.49, 2.49], [5.55, 2.5], [2.4, 7.61], [6.54, 2.39], [2.37, 4.47], [2.38, 9.6], [6.54, 4.46], [2.37, 11.53]]
epoch: 945
loss: 0.9999999935736232
dilation rates: [[1.38, 1.48], [1.34, 1.35], [1.24, 2.53], [4.55, 2.47], [2.49, 2.46], [5.53, 2.5], [2.39, 7.59], [6.53, 2.38], [2.37, 4.46], [2.37, 9.6], [6.54, 4.46], [2.36, 11.53]]
epoch: 946
loss: 0.9999999918063696
dilation rates: [[1.4, 1.46], [1.34, 1.35], [1.22, 2.53], [4.55, 2.46], [2.48, 2.47], [5.52, 2.48], [2.4, 7.58], [6.53, 2.38], [2.38, 4.47], [2.36, 9.59], [6.54, 4.47], [2.37, 11.51]]
epoch: 947
loss: 0.9999999926096667
dilation rates: [[1.41, 1.49], [1.36, 1.36], [1.22, 2.52], [4.53, 2.46], [2.49, 2.47], [5.51, 2.48], [2.39, 7.58], [6.53, 2.39], [2.4, 4.46], [2.37, 9.6], [6.53, 4.46], [2.38, 11.51]]
epoch: 948
loss: 0.9999999938949421
dilation rates: [[1.4, 1.49], [1.35, 1.34], [1.23, 2.51], [4.52, 2.46], [2.47, 2.46], [5.51, 2.48], [2.4, 7.56], [6.53, 2.4], [2.39, 4.47], [2.38, 9.6], [6.53, 4.46], [2.37, 11.52]]
epoch: 949
loss: 0.9999999955015363
dilation rates: [[1.38, 1.5], [1.34, 1.33], [1.24, 2.51], [4.51, 2.46], [2.45, 2.48], [5.51, 2.47], [2.39, 7.56], [6.52, 2.38], [2.37, 4.48], [2.38, 9.59], [6.53, 4.45], [2.38, 11.51]]
IOU: [98.05, 84.17, 92.14, 58.38, 60.14, 61.81, 68.42, 77.71, 92.29, 63.87, 94.64, 80.38, 61.63, 94.31, 72.34, 81.97, 75.74, 60.98, 74.61]
mIOU: 76.5, mIOU_reduced: 76.47, accuracy: 95.88
epoch: 950
loss: 0.9999999940556015
dilation rates: [[1.41, 1.49], [1.37, 1.32], [1.2, 2.52], [4.51, 2.46], [2.46, 2.49], [5.5, 2.46], [2.39, 7.57], [6.51, 2.4], [2.39, 4.47], [2.37, 9.58], [6.53, 4.43], [2.36, 11.51]]
epoch: 951
loss: 0.9999999918063696
dilation rates: [[1.4, 1.51], [1.36, 1.33], [1.25, 2.51], [4.51, 2.46], [2.47, 2.48], [5.51, 2.47], [2.39, 7.58], [6.51, 2.39], [2.39, 4.47], [2.37, 9.57], [6.52, 4.44], [2.36, 11.51]]
epoch: 952
loss: 0.9999999938949421
dilation rates: [[1.4, 1.5], [1.36, 1.31], [1.21, 2.52], [4.52, 2.44], [2.48, 2.47], [5.52, 2.47], [2.39, 7.59], [6.5, 2.4], [2.37, 4.48], [2.37, 9.58], [6.52, 4.44], [2.36, 11.51]]
epoch: 953
loss: 0.9999999946982392
dilation rates: [[1.4, 1.5], [1.34, 1.33], [1.22, 2.52], [4.52, 2.45], [2.47, 2.47], [5.52, 2.48], [2.4, 7.6], [6.5, 2.39], [2.37, 4.48], [2.37, 9.58], [6.53, 4.44], [2.34, 11.51]]
epoch: 954
loss: 0.9999999924490073
dilation rates: [[1.42, 1.49], [1.35, 1.32], [1.23, 2.52], [4.52, 2.45], [2.48, 2.47], [5.52, 2.48], [2.38, 7.59], [6.49, 2.37], [2.37, 4.46], [2.35, 9.58], [6.52, 4.43], [2.36, 11.51]]
epoch: 955
loss: 0.9999999938949421
dilation rates: [[1.41, 1.5], [1.35, 1.34], [1.23, 2.52], [4.51, 2.44], [2.48, 2.48], [5.53, 2.46], [2.39, 7.6], [6.5, 2.37], [2.36, 4.46], [2.35, 9.58], [6.52, 4.43], [2.36, 11.51]]
epoch: 956
loss: 0.9999999924490073
dilation rates: [[1.39, 1.51], [1.39, 1.32], [1.23, 2.53], [4.51, 2.43], [2.48, 2.5], [5.53, 2.46], [2.38, 7.59], [6.5, 2.36], [2.37, 4.45], [2.37, 9.57], [6.51, 4.44], [2.36, 11.51]]
epoch: 957
loss: 0.9999999937342826
dilation rates: [[1.38, 1.5], [1.38, 1.34], [1.25, 2.54], [4.5, 2.44], [2.49, 2.48], [5.53, 2.47], [2.39, 7.59], [6.5, 2.38], [2.39, 4.46], [2.39, 9.57], [6.52, 4.46], [2.37, 11.5]]
epoch: 958
loss: 0.9999999934129638
dilation rates: [[1.39, 1.52], [1.37, 1.33], [1.23, 2.53], [4.51, 2.44], [2.47, 2.48], [5.53, 2.47], [2.4, 7.59], [6.51, 2.37], [2.4, 4.48], [2.39, 9.57], [6.51, 4.45], [2.36, 11.51]]
epoch: 959
loss: 0.9999999932523044
dilation rates: [[1.38, 1.5], [1.35, 1.33], [1.21, 2.52], [4.51, 2.44], [2.47, 2.49], [5.54, 2.49], [2.4, 7.6], [6.5, 2.37], [2.4, 4.46], [2.39, 9.57], [6.51, 4.46], [2.37, 11.5]]
epoch: 960
loss: 0.9999999914850507
dilation rates: [[1.4, 1.51], [1.36, 1.34], [1.24, 2.52], [4.51, 2.46], [2.47, 2.51], [5.53, 2.47], [2.41, 7.6], [6.51, 2.37], [2.4, 4.45], [2.37, 9.56], [6.52, 4.44], [2.36, 11.5]]
epoch: 961
loss: 0.9999999935736232
dilation rates: [[1.38, 1.5], [1.36, 1.35], [1.23, 2.52], [4.5, 2.46], [2.46, 2.5], [5.53, 2.47], [2.41, 7.58], [6.51, 2.37], [2.38, 4.46], [2.38, 9.55], [6.51, 4.45], [2.36, 11.51]]
epoch: 962
loss: 0.9999999942162608
dilation rates: [[1.37, 1.52], [1.36, 1.33], [1.21, 2.54], [4.5, 2.46], [2.47, 2.48], [5.53, 2.49], [2.41, 7.59], [6.52, 2.37], [2.38, 4.46], [2.37, 9.55], [6.51, 4.45], [2.37, 11.51]]
epoch: 963
loss: 0.9999999938949421
dilation rates: [[1.38, 1.49], [1.36, 1.34], [1.21, 2.54], [4.51, 2.46], [2.47, 2.48], [5.53, 2.48], [2.41, 7.58], [6.52, 2.36], [2.4, 4.47], [2.38, 9.55], [6.51, 4.46], [2.36, 11.51]]
epoch: 964
loss: 0.9999999932523044
dilation rates: [[1.38, 1.49], [1.37, 1.33], [1.23, 2.52], [4.51, 2.46], [2.47, 2.48], [5.52, 2.47], [2.39, 7.57], [6.52, 2.37], [2.39, 4.47], [2.38, 9.56], [6.5, 4.46], [2.37, 11.5]]
epoch: 965
loss: 0.9999999927703261
dilation rates: [[1.39, 1.48], [1.35, 1.34], [1.2, 2.52], [4.51, 2.47], [2.47, 2.49], [5.52, 2.48], [2.39, 7.57], [6.52, 2.39], [2.39, 4.47], [2.39, 9.56], [6.5, 4.45], [2.37, 11.5]]
epoch: 966
loss: 0.9999999938949421
dilation rates: [[1.39, 1.48], [1.37, 1.35], [1.21, 2.52], [4.5, 2.46], [2.47, 2.48], [5.52, 2.47], [2.38, 7.56], [6.51, 2.38], [2.39, 4.46], [2.37, 9.56], [6.5, 4.44], [2.36, 11.5]]
epoch: 967
loss: 0.9999999927703261
dilation rates: [[1.39, 1.5], [1.36, 1.36], [1.23, 2.53], [4.5, 2.45], [2.47, 2.46], [5.53, 2.47], [2.39, 7.56], [6.52, 2.37], [2.39, 4.46], [2.37, 9.56], [6.5, 4.44], [2.36, 11.51]]
epoch: 968
loss: 0.9999999938949421
dilation rates: [[1.39, 1.5], [1.39, 1.33], [1.22, 2.52], [4.5, 2.45], [2.47, 2.47], [5.53, 2.47], [2.41, 7.57], [6.52, 2.36], [2.4, 4.46], [2.38, 9.56], [6.5, 4.44], [2.36, 11.51]]
epoch: 969
loss: 0.9999999922883478
dilation rates: [[1.39, 1.49], [1.38, 1.32], [1.21, 2.52], [4.5, 2.45], [2.47, 2.46], [5.54, 2.46], [2.4, 7.58], [6.53, 2.37], [2.4, 4.47], [2.37, 9.55], [6.5, 4.44], [2.36, 11.5]]
epoch: 970
loss: 0.9999999940556015
dilation rates: [[1.37, 1.51], [1.37, 1.31], [1.22, 2.51], [4.5, 2.45], [2.46, 2.46], [5.53, 2.46], [2.4, 7.58], [6.53, 2.36], [2.39, 4.48], [2.37, 9.55], [6.5, 4.44], [2.37, 11.5]]
epoch: 971
loss: 0.9999999913243913
dilation rates: [[1.37, 1.49], [1.34, 1.33], [1.23, 2.52], [4.5, 2.46], [2.45, 2.46], [5.52, 2.46], [2.41, 7.58], [6.53, 2.36], [2.38, 4.47], [2.37, 9.55], [6.5, 4.44], [2.36, 11.5]]
epoch: 972
loss: 0.9999999938949421
dilation rates: [[1.36, 1.49], [1.34, 1.33], [1.23, 2.53], [4.5, 2.46], [2.46, 2.46], [5.52, 2.47], [2.4, 7.58], [6.53, 2.37], [2.38, 4.46], [2.37, 9.55], [6.5, 4.43], [2.36, 11.5]]
epoch: 973
loss: 0.9999999938949421
dilation rates: [[1.37, 1.48], [1.35, 1.34], [1.22, 2.52], [4.5, 2.47], [2.46, 2.46], [5.51, 2.47], [2.4, 7.57], [6.52, 2.37], [2.38, 4.46], [2.37, 9.55], [6.5, 4.44], [2.35, 11.49]]
epoch: 974
loss: 0.9999999921276884
dilation rates: [[1.38, 1.47], [1.35, 1.33], [1.22, 2.52], [4.5, 2.47], [2.46, 2.46], [5.51, 2.47], [2.4, 7.57], [6.52, 2.38], [2.38, 4.47], [2.37, 9.55], [6.5, 4.44], [2.36, 11.5]]
IOU: [98.17, 84.89, 92.28, 56.04, 59.41, 62.29, 68.57, 77.76, 92.26, 64.16, 94.68, 80.41, 61.6, 94.45, 72.19, 82.55, 75.07, 58.92, 74.64]
mIOU: 76.33, mIOU_reduced: 76.28, accuracy: 95.94
epoch: 975
loss: 0.9999999956621957
dilation rates: [[1.38, 1.48], [1.34, 1.33], [1.23, 2.52], [4.51, 2.46], [2.46, 2.45], [5.5, 2.47], [2.4, 7.57], [6.52, 2.38], [2.37, 4.47], [2.37, 9.55], [6.5, 4.44], [2.36, 11.49]]
epoch: 976
loss: 0.9999999951802174
dilation rates: [[1.37, 1.48], [1.35, 1.33], [1.23, 2.51], [4.5, 2.46], [2.47, 2.45], [5.51, 2.47], [2.39, 7.57], [6.51, 2.38], [2.37, 4.48], [2.37, 9.55], [6.5, 4.44], [2.36, 11.49]]
epoch: 977
loss: 0.9999999927703261
dilation rates: [[1.38, 1.48], [1.36, 1.34], [1.23, 2.52], [4.5, 2.46], [2.46, 2.45], [5.5, 2.47], [2.39, 7.56], [6.52, 2.38], [2.37, 4.47], [2.38, 9.55], [6.5, 4.44], [2.37, 11.49]]
epoch: 978
loss: 0.9999999924490073
dilation rates: [[1.39, 1.48], [1.36, 1.34], [1.24, 2.51], [4.5, 2.45], [2.46, 2.45], [5.5, 2.46], [2.4, 7.57], [6.52, 2.38], [2.37, 4.46], [2.39, 9.54], [6.5, 4.43], [2.37, 11.49]]
epoch: 979
loss: 0.9999999934129638
dilation rates: [[1.39, 1.48], [1.35, 1.33], [1.22, 2.51], [4.5, 2.45], [2.46, 2.45], [5.5, 2.46], [2.39, 7.57], [6.51, 2.37], [2.37, 4.46], [2.37, 9.55], [6.5, 4.43], [2.36, 11.49]]
epoch: 980
loss: 0.9999999940556015
dilation rates: [[1.4, 1.48], [1.36, 1.33], [1.24, 2.51], [4.5, 2.45], [2.46, 2.45], [5.5, 2.47], [2.4, 7.57], [6.51, 2.37], [2.37, 4.47], [2.38, 9.54], [6.5, 4.43], [2.36, 11.49]]
epoch: 981
loss: 0.9999999938949421
dilation rates: [[1.38, 1.48], [1.36, 1.33], [1.23, 2.51], [4.5, 2.45], [2.46, 2.45], [5.5, 2.47], [2.4, 7.57], [6.52, 2.37], [2.37, 4.46], [2.37, 9.54], [6.5, 4.43], [2.36, 11.49]]
epoch: 982
loss: 0.9999999938949421
dilation rates: [[1.38, 1.48], [1.36, 1.32], [1.23, 2.51], [4.5, 2.45], [2.46, 2.45], [5.5, 2.46], [2.39, 7.57], [6.52, 2.38], [2.38, 4.47], [2.36, 9.54], [6.51, 4.43], [2.36, 11.49]]
epoch: 983
loss: 0.9999999929309855
dilation rates: [[1.37, 1.47], [1.36, 1.32], [1.23, 2.51], [4.5, 2.45], [2.45, 2.46], [5.5, 2.46], [2.39, 7.57], [6.51, 2.38], [2.37, 4.47], [2.36, 9.54], [6.51, 4.42], [2.36, 11.49]]
epoch: 984
loss: 0.9999999940556015
dilation rates: [[1.38, 1.47], [1.34, 1.32], [1.22, 2.51], [4.5, 2.45], [2.45, 2.46], [5.5, 2.46], [2.39, 7.57], [6.51, 2.38], [2.37, 4.47], [2.36, 9.54], [6.51, 4.42], [2.36, 11.49]]
epoch: 985
loss: 0.9999999934129638
dilation rates: [[1.37, 1.47], [1.35, 1.31], [1.22, 2.52], [4.5, 2.44], [2.45, 2.46], [5.5, 2.46], [2.38, 7.57], [6.51, 2.37], [2.37, 4.47], [2.36, 9.54], [6.51, 4.42], [2.36, 11.49]]
epoch: 986
loss: 0.9999999938949421
dilation rates: [[1.36, 1.48], [1.35, 1.32], [1.23, 2.51], [4.5, 2.45], [2.46, 2.46], [5.5, 2.46], [2.39, 7.57], [6.51, 2.37], [2.37, 4.46], [2.35, 9.53], [6.51, 4.42], [2.36, 11.49]]
epoch: 987
loss: 0.9999999943769203
dilation rates: [[1.36, 1.47], [1.35, 1.32], [1.22, 2.51], [4.5, 2.45], [2.46, 2.46], [5.5, 2.47], [2.38, 7.57], [6.51, 2.38], [2.36, 4.46], [2.36, 9.54], [6.51, 4.43], [2.36, 11.49]]
epoch: 988
loss: 0.9999999937342826
dilation rates: [[1.37, 1.47], [1.35, 1.33], [1.23, 2.52], [4.5, 2.45], [2.46, 2.47], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.36, 4.46], [2.36, 9.54], [6.51, 4.43], [2.36, 11.49]]
epoch: 989
loss: 0.9999999937342826
dilation rates: [[1.37, 1.47], [1.36, 1.33], [1.23, 2.51], [4.5, 2.46], [2.46, 2.47], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.36, 4.46], [2.35, 9.54], [6.51, 4.43], [2.36, 11.49]]
epoch: 990
loss: 0.9999999943769203
dilation rates: [[1.38, 1.48], [1.35, 1.34], [1.23, 2.51], [4.5, 2.45], [2.46, 2.47], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.36, 4.46], [2.36, 9.53], [6.51, 4.43], [2.36, 11.49]]
IOU: [98.21, 85.16, 92.4, 56.78, 60.06, 61.86, 68.85, 77.65, 92.3, 63.9, 94.57, 80.34, 60.86, 94.43, 69.4, 82.24, 76.07, 60.48, 74.98]
mIOU: 76.34, mIOU_reduced: 76.43, accuracy: 95.97
epoch: 991
loss: 0.9999999942162608
dilation rates: [[1.38, 1.47], [1.35, 1.34], [1.22, 2.52], [4.49, 2.45], [2.46, 2.47], [5.49, 2.47], [2.39, 7.57], [6.51, 2.37], [2.36, 4.47], [2.36, 9.53], [6.5, 4.43], [2.36, 11.49]]
IOU: [98.21, 85.14, 92.4, 56.96, 59.65, 62.91, 68.91, 77.55, 92.33, 64.12, 94.62, 80.35, 60.82, 94.46, 69.48, 81.81, 77.16, 60.72, 74.89]
mIOU: 76.45, mIOU_reduced: 76.5, accuracy: 95.98
epoch: 992
loss: 0.9999999943769203
dilation rates: [[1.38, 1.47], [1.35, 1.33], [1.22, 2.52], [4.49, 2.45], [2.46, 2.46], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.36, 4.47], [2.36, 9.53], [6.5, 4.43], [2.36, 11.49]]
IOU: [98.21, 85.13, 92.38, 56.71, 59.42, 62.78, 68.86, 77.38, 92.37, 64.26, 94.69, 80.37, 61.23, 94.4, 70.06, 81.68, 77.03, 60.9, 74.98]
mIOU: 76.47, mIOU_reduced: 76.51, accuracy: 95.98
epoch: 993
loss: 0.9999999929309855
dilation rates: [[1.38, 1.47], [1.35, 1.33], [1.22, 2.52], [4.5, 2.45], [2.46, 2.46], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.36, 4.47], [2.37, 9.53], [6.5, 4.43], [2.36, 11.49]]
IOU: [98.18, 84.93, 92.33, 56.33, 60.06, 62.64, 68.81, 77.44, 92.31, 63.88, 94.63, 80.48, 61.54, 94.42, 70.87, 82.07, 77.37, 59.59, 74.96]
mIOU: 76.47, mIOU_reduced: 76.41, accuracy: 95.95
epoch: 994
loss: 0.9999999932523044
dilation rates: [[1.39, 1.47], [1.35, 1.34], [1.22, 2.52], [4.5, 2.45], [2.46, 2.46], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.36, 4.47], [2.36, 9.53], [6.5, 4.43], [2.35, 11.49]]
IOU: [98.19, 85.0, 92.36, 56.92, 59.92, 62.73, 68.9, 77.57, 92.32, 63.85, 94.65, 80.55, 61.52, 94.49, 71.86, 82.12, 76.66, 60.18, 75.12]
mIOU: 76.57, mIOU_reduced: 76.52, accuracy: 95.97
epoch: 995
loss: 0.9999999938949421
dilation rates: [[1.39, 1.47], [1.35, 1.34], [1.22, 2.52], [4.5, 2.45], [2.46, 2.47], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.36, 4.47], [2.36, 9.53], [6.5, 4.43], [2.36, 11.49]]
IOU: [98.19, 85.03, 92.41, 57.13, 60.47, 62.81, 68.9, 77.53, 92.35, 64.19, 94.69, 80.47, 61.19, 94.47, 71.79, 82.82, 76.44, 60.42, 75.01]
mIOU: 76.65, mIOU_reduced: 76.58, accuracy: 95.99
epoch: 996
loss: 0.9999999929309855
dilation rates: [[1.39, 1.47], [1.35, 1.34], [1.22, 2.52], [4.5, 2.45], [2.46, 2.46], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.36, 4.47], [2.36, 9.53], [6.5, 4.43], [2.35, 11.49]]
IOU: [98.21, 85.17, 92.4, 56.6, 60.61, 62.62, 68.85, 77.64, 92.3, 63.81, 94.7, 80.44, 61.11, 94.47, 73.47, 83.26, 76.83, 60.28, 74.94]
mIOU: 76.72, mIOU_reduced: 76.51, accuracy: 95.99
epoch: 997
loss: 0.9999999945375797
dilation rates: [[1.39, 1.47], [1.35, 1.34], [1.22, 2.52], [4.5, 2.45], [2.46, 2.46], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.36, 4.46], [2.36, 9.53], [6.5, 4.43], [2.35, 11.49]]
IOU: [98.23, 85.21, 92.41, 56.72, 60.35, 62.82, 68.98, 77.62, 92.32, 63.68, 94.72, 80.42, 61.07, 94.48, 72.8, 83.23, 76.74, 60.58, 75.0]
mIOU: 76.7, mIOU_reduced: 76.54, accuracy: 95.99
epoch: 998
loss: 0.9999999914850507
dilation rates: [[1.39, 1.47], [1.35, 1.34], [1.22, 2.52], [4.5, 2.45], [2.46, 2.47], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.37, 4.46], [2.36, 9.53], [6.5, 4.43], [2.35, 11.49]]
IOU: [98.21, 85.12, 92.39, 56.81, 59.94, 62.73, 68.94, 77.81, 92.39, 64.2, 94.68, 80.49, 61.13, 94.46, 72.88, 82.74, 76.76, 60.94, 74.97]
mIOU: 76.72, mIOU_reduced: 76.58, accuracy: 96.0
epoch: 999
loss: 0.9999999932523044
dilation rates: [[1.39, 1.47], [1.35, 1.33], [1.22, 2.52], [4.5, 2.45], [2.46, 2.47], [5.5, 2.47], [2.39, 7.57], [6.51, 2.37], [2.37, 4.46], [2.36, 9.53], [6.5, 4.43], [2.35, 11.49]]
IOU: [98.22, 85.17, 92.39, 56.87, 60.33, 62.84, 68.85, 77.63, 92.36, 64.11, 94.7, 80.51, 61.29, 94.47, 72.06, 82.75, 77.35, 60.54, 75.04]
mIOU: 76.71, mIOU_reduced: 76.58, accuracy: 96.0
Best mIOU: 76.72111591539885
Best global accuracy: 95.99669575691223
Training time 2 days, 15:35:01
mIOUs: [76.72111591539885]
global_accuracies: [95.99669575691223]
