{'model_name': 'L1_decoder26', 'model_type': 'experimental2', 'num_classes': 19, 'ignore_value': 255, 'pretrained_backbone': False, 'epochs': 250, 'max_epochs': 500, 'resume': False, 'lr': 0.05, 'momentum': 0.9, 'weight_decay': 0.0001, 'class_weight': None, 'bn_weight_decay': False, 'bn_precise_stats': False, 'bn_precise_num_samples': 600, 'lr_scheduler': 'poly', 'poly_power': 0.9, 'warmup_iters': 3000, 'warmup_factor': 0.1, 'mixed_precision': True, 'run': 1, 'RNG_seed': 0, 'loss_type': 'normalized_cross_entropy', 'eval_while_train': True, 'exclude_classes': [14, 15, 16], 'warmup_iter': 10, 'num_iter': 100, 'benchmark_loader': True, 'benchmark_model': True, 'dataset_name': 'cityscapes', 'dataset_dir': 'cityscapes_dataset', 'batch_size': 8, 'train_min_size': 400, 'train_max_size': 1600, 'train_crop_size': [768, 768], 'val_input_size': 1024, 'val_label_size': 1024, 'aug_mode': 'randaug_reduced', 'num_workers': 4, 'class_uniform_pct': 0.5, 'train_split': 'train', 'val_split': 'val', 'max_eval': 600, 'validate_train_loader': False, 'eval_print_every': 10000, 'train_print_every': 60, 'pretrained_path': '', 'save_every_k_epochs': 25, 'save_last_k_epochs': 10, 'save_dir': 'checkpoints', 'log_dir': 'logs', 'save_name': 'L1_decoder26', 'save_best_path': 'checkpoints/L1_decoder26_run1', 'save_latest_path': 'checkpoints/L1_decoder26_latest', 'resume_path': 'checkpoints/L1_decoder26_latest', 'log_path': 'logs/L1_decoder26_run1.txt'}
run: 1
epoch: 0
loss: 0.9999999906817536
dilation rates: [[1.02, 2.03], [1.01, 2.01], [1.0, 3.01], [1.99, 3.02], [2.01, 7.04], [1.97, 3.03], [2.02, 5.97], [1.98, 5.06], [2.03, 9.09], [2.01, 11.1], [4.04, 7.06], [4.93, 14.33]]
IOU: [77.8, 8.01, 50.15, 0.0, 0.0, 0.0, 0.0, 0.0, 38.62, 16.92, 15.13, 0.0, 0.0, 27.97, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 12.35, mIOU_reduced: 14.66, accuracy: 67.18
epoch: 1
loss: 0.9999999913243913
dilation rates: [[1.04, 2.02], [1.0, 1.99], [1.0, 2.97], [2.01, 3.03], [2.0, 7.17], [1.97, 3.05], [2.06, 5.97], [1.97, 5.15], [2.1, 9.21], [2.01, 11.22], [4.11, 7.16], [4.87, 14.54]]
epoch: 2
loss: 0.999999991163732
dilation rates: [[1.02, 2.12], [1.02, 1.92], [1.02, 2.92], [2.04, 3.1], [2.04, 7.24], [1.96, 3.08], [2.11, 5.94], [1.98, 5.22], [2.15, 9.3], [2.05, 11.3], [4.16, 7.23], [4.88, 14.67]]
epoch: 3
loss: 0.9999999922883478
dilation rates: [[1.02, 2.24], [1.05, 1.87], [1.01, 2.86], [2.1, 3.19], [2.09, 7.35], [1.96, 3.16], [2.13, 5.91], [1.98, 5.28], [2.19, 9.4], [2.09, 11.4], [4.24, 7.32], [4.91, 14.73]]
epoch: 4
loss: 0.9999999926096667
dilation rates: [[1.02, 2.35], [1.05, 1.82], [1.06, 2.81], [2.21, 3.31], [2.19, 7.49], [1.96, 3.24], [2.21, 5.89], [1.99, 5.36], [2.25, 9.52], [2.15, 11.51], [4.32, 7.43], [4.92, 14.89]]
epoch: 5
loss: 0.9999999937342826
dilation rates: [[1.01, 2.37], [1.01, 1.73], [1.01, 2.73], [2.21, 3.39], [2.22, 7.55], [1.95, 3.3], [2.24, 5.87], [1.98, 5.44], [2.31, 9.6], [2.21, 11.64], [4.38, 7.53], [4.93, 14.91]]
epoch: 6
loss: 0.9999999932523044
dilation rates: [[1.06, 2.4], [1.06, 1.7], [1.05, 2.71], [2.27, 3.48], [2.26, 7.62], [1.93, 3.39], [2.34, 5.83], [1.95, 5.52], [2.38, 9.67], [2.27, 11.7], [4.45, 7.62], [4.93, 14.99]]
epoch: 7
loss: 0.9999999921276884
dilation rates: [[0.99, 2.51], [1.05, 1.73], [1.0, 2.72], [2.29, 3.54], [2.28, 7.7], [1.97, 3.48], [2.41, 5.85], [1.99, 5.61], [2.43, 9.71], [2.33, 11.79], [4.54, 7.71], [5.04, 15.46]]
epoch: 8
loss: 0.9999999903604349
dilation rates: [[1.08, 2.44], [1.17, 1.65], [1.08, 2.59], [2.28, 3.62], [2.29, 7.71], [1.93, 3.55], [2.44, 5.81], [2.08, 5.62], [2.44, 9.77], [2.39, 11.91], [4.56, 7.8], [5.43, 15.78]]
epoch: 9
loss: 0.9999999901997754
dilation rates: [[1.06, 2.59], [1.07, 1.64], [1.0, 2.64], [2.33, 3.67], [2.35, 7.82], [1.92, 3.57], [2.5, 5.79], [2.14, 5.63], [2.45, 9.82], [2.4, 11.98], [4.59, 7.9], [5.56, 15.87]]
epoch: 10
loss: 0.9999999913243913
dilation rates: [[0.98, 2.51], [1.05, 1.64], [1.0, 2.61], [2.3, 3.65], [2.34, 7.82], [1.88, 3.61], [2.49, 5.74], [2.18, 5.64], [2.48, 9.85], [2.43, 12.17], [4.63, 7.95], [5.64, 15.88]]
epoch: 11
loss: 0.9999999897177971
dilation rates: [[1.12, 2.57], [1.1, 1.66], [1.05, 2.56], [2.35, 3.69], [2.38, 7.69], [1.89, 3.68], [2.54, 5.74], [2.26, 5.69], [2.48, 9.86], [2.45, 12.37], [4.62, 7.97], [5.62, 15.93]]
epoch: 12
loss: 0.9999999892358189
dilation rates: [[1.06, 2.52], [1.06, 1.54], [1.02, 2.54], [2.31, 3.7], [2.36, 7.78], [1.86, 3.7], [2.54, 5.77], [2.26, 5.68], [2.49, 9.94], [2.46, 12.55], [4.59, 8.18], [5.62, 15.89]]
epoch: 13
loss: 0.9999999906817536
dilation rates: [[1.0, 2.57], [1.1, 1.54], [1.01, 2.52], [2.28, 3.69], [2.39, 7.73], [1.84, 3.69], [2.57, 5.66], [2.29, 5.67], [2.5, 9.93], [2.48, 12.61], [4.58, 8.3], [5.61, 15.79]]
epoch: 14
loss: 0.9999999921276884
dilation rates: [[1.09, 2.4], [1.13, 1.59], [1.04, 2.59], [2.37, 3.79], [2.45, 7.78], [1.87, 3.75], [2.62, 5.73], [2.32, 5.67], [2.55, 10.16], [2.44, 12.73], [4.63, 8.47], [5.68, 15.87]]
epoch: 15
loss: 0.9999999914850507
dilation rates: [[1.03, 2.58], [1.04, 1.55], [1.01, 2.5], [2.36, 3.77], [2.39, 7.81], [1.82, 3.73], [2.58, 5.73], [2.33, 5.69], [2.54, 10.31], [2.46, 12.85], [4.61, 8.54], [5.63, 16.33]]
epoch: 16
loss: 0.999999991967029
dilation rates: [[1.12, 2.6], [1.03, 1.53], [1.04, 2.52], [2.33, 3.74], [2.38, 7.83], [1.84, 3.75], [2.63, 5.74], [2.33, 5.71], [2.56, 10.4], [2.5, 12.86], [4.61, 8.61], [5.74, 16.6]]
epoch: 17
loss: 0.9999999922883478
dilation rates: [[1.05, 2.53], [1.05, 1.51], [1.01, 2.53], [2.35, 3.72], [2.33, 7.83], [1.8, 3.72], [2.55, 5.74], [2.33, 5.72], [2.58, 10.49], [2.46, 12.87], [4.58, 8.66], [5.63, 16.65]]
epoch: 18
loss: 0.9999999908424131
dilation rates: [[1.09, 2.55], [1.09, 1.58], [1.02, 2.51], [2.35, 3.73], [2.38, 7.8], [1.81, 3.7], [2.6, 5.72], [2.35, 5.69], [2.6, 10.51], [2.47, 12.91], [4.66, 8.66], [5.69, 16.67]]
epoch: 19
loss: 0.9999999910030725
dilation rates: [[1.12, 2.49], [1.12, 1.56], [1.09, 2.52], [2.3, 3.82], [2.44, 7.75], [1.75, 3.77], [2.53, 5.71], [2.35, 5.71], [2.57, 10.59], [2.47, 12.95], [4.61, 8.72], [5.64, 16.83]]
epoch: 20
loss: 0.9999999929309855
dilation rates: [[0.99, 2.65], [0.97, 1.49], [1.02, 2.54], [2.36, 3.81], [2.44, 7.71], [1.71, 3.74], [2.54, 5.7], [2.29, 5.69], [2.52, 10.59], [2.44, 12.96], [4.57, 8.72], [5.68, 16.69]]
epoch: 21
loss: 0.9999999929309855
dilation rates: [[1.06, 2.51], [1.09, 1.56], [0.98, 2.58], [2.36, 3.74], [2.45, 7.82], [1.73, 3.71], [2.56, 5.68], [2.36, 5.72], [2.54, 10.61], [2.47, 12.94], [4.56, 8.71], [5.66, 16.76]]
epoch: 22
loss: 0.9999999946982392
dilation rates: [[1.01, 2.52], [1.07, 1.59], [1.09, 2.49], [2.32, 3.7], [2.46, 7.77], [1.78, 3.7], [2.56, 5.66], [2.35, 5.7], [2.54, 10.62], [2.42, 12.94], [4.55, 8.76], [5.67, 16.83]]
epoch: 23
loss: 0.9999999924490073
dilation rates: [[1.13, 2.49], [1.09, 1.62], [1.05, 2.45], [2.36, 3.72], [2.44, 7.73], [1.74, 3.76], [2.57, 5.71], [2.38, 5.71], [2.56, 10.58], [2.42, 12.95], [4.54, 8.78], [5.71, 16.74]]
epoch: 24
loss: 0.9999999918063696
dilation rates: [[1.2, 2.69], [1.0, 1.57], [1.1, 2.48], [2.38, 3.77], [2.47, 7.92], [1.7, 3.77], [2.53, 5.72], [2.32, 5.74], [2.56, 10.67], [2.4, 13.21], [4.53, 8.8], [5.64, 16.8]]
IOU: [95.79, 68.54, 84.44, 24.35, 34.83, 41.98, 30.38, 41.83, 87.39, 44.06, 89.96, 56.81, 6.71, 84.66, 4.07, 36.68, 16.95, 14.78, 56.3]
mIOU: 48.45, mIOU_reduced: 53.93, accuracy: 91.25
epoch: 25
loss: 0.9999999922883478
dilation rates: [[1.16, 2.71], [1.15, 1.61], [1.05, 2.59], [2.36, 3.83], [2.41, 7.83], [1.74, 3.8], [2.59, 5.67], [2.38, 5.79], [2.58, 10.66], [2.43, 13.37], [4.57, 8.81], [5.69, 16.77]]
epoch: 26
loss: 0.9999999910030725
dilation rates: [[1.03, 2.52], [1.11, 1.58], [1.04, 2.6], [2.33, 3.8], [2.39, 7.8], [1.73, 3.75], [2.6, 5.72], [2.39, 5.77], [2.63, 10.69], [2.45, 13.45], [4.58, 8.8], [5.75, 16.71]]
epoch: 27
loss: 0.9999999905210942
dilation rates: [[1.09, 2.57], [1.18, 1.53], [1.11, 2.43], [2.39, 3.76], [2.4, 7.76], [1.62, 3.76], [2.58, 5.68], [2.39, 5.8], [2.58, 10.74], [2.4, 13.61], [4.54, 8.84], [5.63, 16.79]]
epoch: 28
loss: 0.9999999903604349
dilation rates: [[1.14, 2.51], [0.99, 1.49], [0.99, 2.43], [2.34, 3.82], [2.39, 7.8], [1.62, 3.71], [2.55, 5.67], [2.36, 5.77], [2.52, 10.69], [2.37, 13.67], [4.56, 8.84], [5.63, 16.75]]
epoch: 29
loss: 0.999999991967029
dilation rates: [[1.1, 2.65], [1.12, 1.5], [1.09, 2.49], [2.37, 3.91], [2.44, 7.78], [1.64, 3.72], [2.6, 5.67], [2.29, 5.75], [2.55, 10.7], [2.42, 13.7], [4.52, 8.84], [5.68, 16.73]]
epoch: 30
loss: 0.999999991163732
dilation rates: [[1.21, 2.5], [1.07, 1.48], [1.04, 2.5], [2.39, 3.87], [2.42, 7.78], [1.64, 3.76], [2.51, 5.71], [2.36, 5.77], [2.56, 10.68], [2.39, 13.77], [4.52, 8.81], [5.69, 16.76]]
epoch: 31
loss: 0.9999999922883478
dilation rates: [[1.04, 2.54], [1.15, 1.48], [0.99, 2.51], [2.4, 3.85], [2.39, 7.78], [1.58, 3.75], [2.57, 5.69], [2.33, 5.76], [2.54, 10.78], [2.39, 13.76], [4.54, 8.84], [5.69, 16.76]]
epoch: 32
loss: 0.999999991967029
dilation rates: [[1.18, 2.56], [1.12, 1.53], [0.99, 2.55], [2.4, 3.82], [2.36, 7.77], [1.6, 3.74], [2.57, 5.71], [2.32, 5.77], [2.56, 10.74], [2.36, 13.73], [4.56, 8.83], [5.72, 16.75]]
epoch: 33
loss: 0.9999999890751594
dilation rates: [[1.19, 2.56], [1.16, 1.53], [1.1, 2.57], [2.44, 3.88], [2.4, 7.75], [1.53, 3.7], [2.51, 5.61], [2.3, 5.72], [2.53, 10.71], [2.4, 13.76], [4.53, 8.8], [5.62, 16.76]]
epoch: 34
loss: 0.9999999905210942
dilation rates: [[1.11, 2.66], [1.18, 1.59], [1.06, 2.48], [2.43, 3.82], [2.43, 7.75], [1.62, 3.85], [2.56, 5.69], [2.43, 5.78], [2.59, 10.74], [2.36, 13.72], [4.59, 8.85], [5.76, 16.82]]
epoch: 35
loss: 0.9999999914850507
dilation rates: [[1.1, 2.6], [1.15, 1.38], [1.13, 2.54], [2.41, 3.94], [2.46, 7.76], [1.53, 3.85], [2.57, 5.74], [2.37, 5.8], [2.6, 10.75], [2.36, 13.73], [4.54, 8.85], [5.69, 16.76]]
epoch: 36
loss: 0.999999991163732
dilation rates: [[1.02, 2.48], [1.17, 1.55], [1.04, 2.49], [2.33, 3.84], [2.44, 7.76], [1.61, 3.79], [2.57, 5.72], [2.37, 5.78], [2.57, 10.79], [2.4, 13.82], [4.53, 8.9], [5.63, 16.78]]
epoch: 37
loss: 0.9999999924490073
dilation rates: [[1.14, 2.52], [1.11, 1.44], [1.04, 2.52], [2.41, 3.84], [2.43, 7.75], [1.6, 3.78], [2.53, 5.68], [2.37, 5.72], [2.56, 10.75], [2.44, 13.75], [4.52, 8.92], [5.63, 16.76]]
epoch: 38
loss: 0.999999991163732
dilation rates: [[1.08, 2.77], [1.21, 1.59], [1.1, 2.59], [2.45, 3.86], [2.45, 7.8], [1.57, 3.77], [2.54, 5.7], [2.36, 5.81], [2.64, 10.77], [2.36, 13.81], [4.52, 8.88], [5.71, 16.76]]
epoch: 39
loss: 0.9999999927703261
dilation rates: [[1.1, 2.45], [1.12, 1.45], [1.02, 2.49], [2.48, 3.89], [2.44, 7.83], [1.48, 3.82], [2.5, 5.69], [2.34, 5.77], [2.54, 10.76], [2.4, 13.79], [4.49, 8.89], [5.58, 16.72]]
epoch: 40
loss: 0.999999991967029
dilation rates: [[1.14, 2.58], [1.13, 1.57], [1.06, 2.57], [2.39, 3.79], [2.43, 7.76], [1.53, 3.8], [2.52, 5.69], [2.38, 5.81], [2.57, 10.76], [2.43, 13.79], [4.53, 8.86], [5.68, 16.79]]
epoch: 41
loss: 0.9999999916457102
dilation rates: [[1.07, 2.65], [1.03, 1.5], [1.08, 2.5], [2.48, 3.85], [2.42, 7.85], [1.5, 3.71], [2.51, 5.65], [2.34, 5.8], [2.54, 10.77], [2.38, 13.83], [4.5, 8.85], [5.68, 16.82]]
epoch: 42
loss: 0.9999999890751594
dilation rates: [[1.01, 2.62], [1.17, 1.56], [1.06, 2.6], [2.37, 3.98], [2.49, 7.8], [1.47, 3.85], [2.54, 5.67], [2.35, 5.82], [2.53, 10.76], [2.29, 13.85], [4.52, 8.91], [5.66, 16.75]]
epoch: 43
loss: 0.9999999916457102
dilation rates: [[0.99, 2.63], [1.12, 1.55], [1.05, 2.56], [2.41, 4.24], [2.45, 7.71], [1.49, 3.86], [2.54, 5.66], [2.37, 5.84], [2.58, 10.8], [2.41, 13.81], [4.53, 8.91], [5.72, 16.77]]
epoch: 44
loss: 0.9999999930916449
dilation rates: [[0.98, 2.59], [1.12, 1.45], [0.98, 2.53], [2.44, 4.27], [2.42, 7.84], [1.5, 3.74], [2.46, 5.68], [2.41, 5.82], [2.57, 10.85], [2.4, 13.9], [4.49, 8.91], [5.65, 16.83]]
epoch: 45
loss: 0.9999999906817536
dilation rates: [[1.12, 2.61], [1.12, 1.48], [1.08, 2.48], [2.44, 4.31], [2.53, 7.83], [1.39, 3.78], [2.52, 5.72], [2.38, 5.81], [2.56, 10.75], [2.35, 13.86], [4.48, 8.89], [5.73, 16.78]]
epoch: 46
loss: 0.999999991967029
dilation rates: [[1.24, 2.49], [1.16, 1.6], [1.11, 2.5], [2.43, 4.34], [2.45, 7.82], [1.46, 3.81], [2.56, 5.71], [2.34, 5.79], [2.52, 10.66], [2.37, 13.89], [4.51, 8.88], [5.64, 16.74]]
epoch: 47
loss: 0.9999999916457102
dilation rates: [[1.15, 2.51], [1.15, 1.46], [1.0, 2.53], [2.46, 4.46], [2.52, 7.88], [1.53, 3.86], [2.54, 5.72], [2.44, 5.84], [2.6, 10.7], [2.34, 13.9], [4.54, 8.92], [5.73, 16.78]]
epoch: 48
loss: 0.999999990039116
dilation rates: [[1.16, 2.63], [1.17, 1.48], [0.97, 2.5], [2.42, 4.39], [2.52, 7.72], [1.4, 3.74], [2.47, 5.67], [2.38, 5.79], [2.5, 10.73], [2.32, 13.92], [4.5, 8.88], [5.64, 16.76]]
epoch: 49
loss: 0.9999999893964783
dilation rates: [[1.18, 2.66], [1.11, 1.48], [1.07, 2.48], [2.45, 4.36], [2.54, 7.82], [1.43, 3.79], [2.48, 5.7], [2.36, 5.77], [2.6, 10.69], [2.4, 13.75], [4.52, 8.85], [5.73, 16.71]]
IOU: [96.72, 74.26, 87.43, 34.23, 39.05, 47.05, 42.02, 59.43, 89.56, 52.09, 92.1, 68.69, 40.37, 89.54, 22.73, 44.15, 1.12, 18.92, 63.58]
mIOU: 55.95, mIOU_reduced: 62.19, accuracy: 93.16
epoch: 50
loss: 0.999999991967029
dilation rates: [[1.16, 2.63], [1.12, 1.5], [1.04, 2.55], [2.38, 4.4], [2.47, 7.91], [1.46, 3.76], [2.5, 5.72], [2.42, 5.77], [2.55, 10.79], [2.41, 13.71], [4.6, 8.87], [5.72, 16.69]]
epoch: 51
loss: 0.9999999926096667
dilation rates: [[1.1, 2.68], [1.22, 1.47], [0.93, 2.54], [2.53, 4.48], [2.55, 7.85], [1.43, 3.76], [2.51, 5.69], [2.32, 5.8], [2.58, 10.79], [2.46, 13.81], [4.6, 8.97], [5.78, 16.75]]
epoch: 52
loss: 0.9999999906817536
dilation rates: [[1.13, 2.62], [1.26, 1.44], [1.08, 2.41], [2.42, 4.36], [2.52, 7.81], [1.45, 3.8], [2.49, 5.73], [2.29, 5.84], [2.56, 10.84], [2.41, 13.83], [4.57, 8.92], [5.68, 16.8]]
epoch: 53
loss: 0.9999999922883478
dilation rates: [[1.11, 2.61], [1.24, 1.41], [1.02, 2.62], [2.47, 4.55], [2.52, 7.79], [1.44, 3.85], [2.55, 5.78], [2.38, 5.78], [2.54, 10.83], [2.33, 13.85], [4.5, 8.91], [5.66, 16.75]]
epoch: 54
loss: 0.999999991163732
dilation rates: [[1.16, 2.68], [1.13, 1.48], [1.16, 2.55], [2.55, 4.51], [2.49, 7.73], [1.4, 3.8], [2.52, 5.75], [2.31, 5.8], [2.56, 10.78], [2.38, 13.84], [4.51, 8.95], [5.68, 16.79]]
epoch: 55
loss: 0.999999991967029
dilation rates: [[1.14, 2.55], [1.18, 1.46], [1.01, 2.48], [2.45, 4.61], [2.53, 7.75], [1.33, 3.85], [2.52, 5.71], [2.31, 5.79], [2.53, 10.78], [2.4, 13.85], [4.46, 8.93], [5.67, 16.76]]
epoch: 56
loss: 0.9999999927703261
dilation rates: [[1.27, 2.63], [1.18, 1.42], [1.16, 2.52], [2.41, 4.51], [2.58, 7.72], [1.44, 3.85], [2.52, 5.68], [2.4, 5.78], [2.57, 10.83], [2.37, 13.84], [4.49, 8.84], [5.69, 16.8]]
epoch: 57
loss: 0.999999991163732
dilation rates: [[1.31, 2.59], [1.2, 1.55], [1.1, 2.51], [2.46, 4.49], [2.57, 7.73], [1.45, 3.83], [2.54, 5.69], [2.32, 5.86], [2.58, 10.75], [2.38, 13.76], [4.5, 8.82], [5.67, 16.74]]
epoch: 58
loss: 0.9999999914850507
dilation rates: [[1.25, 2.51], [1.21, 1.42], [1.11, 2.47], [2.46, 4.55], [2.47, 7.83], [1.37, 3.91], [2.49, 5.7], [2.37, 5.89], [2.56, 10.76], [2.44, 13.79], [4.52, 8.88], [5.69, 16.75]]
epoch: 59
loss: 0.9999999929309855
dilation rates: [[1.18, 2.56], [1.33, 1.47], [1.14, 2.59], [2.47, 4.6], [2.55, 7.84], [1.33, 3.86], [2.52, 5.71], [2.42, 5.88], [2.52, 10.72], [2.38, 13.77], [4.5, 8.87], [5.64, 16.67]]
epoch: 60
loss: 0.999999991967029
dilation rates: [[1.09, 2.61], [1.23, 1.39], [1.14, 2.58], [2.47, 4.56], [2.47, 7.82], [1.36, 3.8], [2.49, 5.75], [2.37, 5.82], [2.53, 10.77], [2.35, 13.83], [4.52, 8.93], [5.69, 16.72]]
epoch: 61
loss: 0.9999999934129638
dilation rates: [[1.18, 2.51], [1.02, 1.46], [1.11, 2.54], [2.44, 4.47], [2.51, 7.89], [1.4, 3.79], [2.54, 5.71], [2.34, 5.81], [2.52, 10.76], [2.36, 13.85], [4.52, 8.9], [5.65, 16.75]]
epoch: 62
loss: 0.9999999929309855
dilation rates: [[1.22, 2.58], [1.14, 1.47], [1.18, 2.48], [2.49, 4.55], [2.52, 7.83], [1.39, 3.75], [2.56, 5.75], [2.38, 5.82], [2.54, 10.76], [2.38, 13.81], [4.47, 8.88], [5.73, 16.69]]
epoch: 63
loss: 0.9999999921276884
dilation rates: [[1.07, 2.57], [1.17, 1.52], [1.02, 2.6], [2.4, 4.49], [2.5, 7.84], [1.37, 3.76], [2.5, 5.72], [2.29, 5.82], [2.52, 10.68], [2.35, 13.75], [4.44, 8.82], [5.67, 16.69]]
epoch: 64
loss: 0.9999999935736232
dilation rates: [[1.07, 2.63], [1.17, 1.48], [1.13, 2.58], [2.49, 4.56], [2.54, 7.83], [1.35, 3.82], [2.53, 5.74], [2.33, 5.81], [2.58, 10.74], [2.38, 13.81], [4.49, 8.87], [5.68, 16.75]]
epoch: 65
loss: 0.9999999905210942
dilation rates: [[1.15, 2.72], [1.21, 1.58], [1.1, 2.53], [2.47, 4.63], [2.51, 7.8], [1.4, 3.79], [2.58, 5.73], [2.37, 5.83], [2.55, 10.77], [2.39, 13.8], [4.54, 8.8], [5.71, 16.67]]
epoch: 66
loss: 0.9999999889145
dilation rates: [[1.2, 2.52], [1.27, 1.49], [1.04, 2.55], [2.42, 4.57], [2.46, 7.95], [1.33, 3.82], [2.49, 5.74], [2.35, 5.83], [2.47, 10.8], [2.41, 13.8], [4.49, 8.83], [5.72, 16.7]]
epoch: 67
loss: 0.9999999914850507
dilation rates: [[1.19, 2.57], [1.16, 1.5], [1.14, 2.48], [2.51, 4.5], [2.5, 7.8], [1.32, 3.75], [2.51, 5.75], [2.29, 5.8], [2.5, 10.84], [2.39, 13.84], [4.44, 8.91], [5.63, 16.83]]
epoch: 68
loss: 0.9999999922883478
dilation rates: [[1.26, 2.56], [1.07, 1.42], [0.94, 2.53], [2.36, 4.56], [2.53, 7.83], [1.32, 3.85], [2.45, 5.67], [2.34, 5.8], [2.52, 10.8], [2.44, 13.83], [4.49, 8.88], [5.71, 16.75]]
epoch: 69
loss: 0.999999991163732
dilation rates: [[1.31, 2.62], [1.22, 1.56], [1.05, 2.64], [2.52, 4.58], [2.47, 7.82], [1.37, 3.85], [2.49, 5.68], [2.29, 5.75], [2.44, 10.68], [2.37, 13.81], [4.46, 8.81], [5.63, 16.7]]
epoch: 70
loss: 0.9999999916457102
dilation rates: [[1.14, 2.55], [1.19, 1.46], [1.23, 2.49], [2.42, 4.58], [2.59, 7.84], [1.4, 3.88], [2.61, 5.75], [2.37, 5.78], [2.55, 10.74], [2.35, 13.75], [4.48, 8.86], [5.68, 16.68]]
epoch: 71
loss: 0.9999999903604349
dilation rates: [[1.12, 2.56], [1.22, 1.4], [1.06, 2.42], [2.47, 4.38], [2.48, 7.84], [1.27, 3.73], [2.5, 5.7], [2.31, 5.75], [2.48, 10.81], [2.41, 13.85], [4.52, 8.86], [5.58, 16.73]]
epoch: 72
loss: 0.9999999898784565
dilation rates: [[1.18, 2.6], [1.16, 1.36], [1.05, 2.44], [2.44, 4.54], [2.53, 7.79], [1.33, 3.83], [2.5, 5.71], [2.36, 5.72], [2.48, 10.77], [2.4, 13.82], [4.49, 8.83], [5.66, 16.75]]
epoch: 73
loss: 0.9999999913243913
dilation rates: [[1.22, 2.58], [1.31, 1.44], [1.21, 2.58], [2.49, 4.61], [2.58, 7.87], [1.36, 3.88], [2.56, 5.74], [2.35, 5.72], [2.51, 10.85], [2.4, 13.84], [4.53, 8.83], [5.64, 16.69]]
epoch: 74
loss: 0.9999999901997754
dilation rates: [[1.22, 2.56], [1.19, 1.44], [1.17, 2.56], [2.42, 4.65], [2.53, 7.83], [1.3, 3.84], [2.51, 5.79], [2.29, 5.71], [2.55, 10.77], [2.42, 13.79], [4.44, 8.84], [5.64, 16.7]]
IOU: [96.96, 77.15, 89.1, 39.32, 46.35, 54.17, 47.26, 65.3, 90.77, 52.8, 93.79, 70.49, 42.53, 91.23, 46.98, 70.48, 51.85, 27.94, 62.38]
mIOU: 64.04, mIOU_reduced: 65.47, accuracy: 94.05
epoch: 75
loss: 0.9999999905210942
dilation rates: [[1.21, 2.52], [1.21, 1.52], [1.1, 2.58], [2.41, 4.47], [2.53, 7.77], [1.31, 3.79], [2.51, 5.71], [2.35, 5.79], [2.52, 10.83], [2.41, 13.88], [4.46, 8.81], [5.66, 16.79]]
epoch: 76
loss: 0.9999999890751594
dilation rates: [[1.11, 2.67], [1.22, 1.49], [1.11, 2.58], [2.53, 4.55], [2.5, 7.78], [1.45, 3.82], [2.52, 5.72], [2.4, 5.85], [2.55, 10.74], [2.48, 13.84], [4.49, 8.84], [5.77, 16.75]]
epoch: 77
loss: 0.9999999910030725
dilation rates: [[1.13, 2.57], [1.19, 1.33], [1.08, 2.58], [2.47, 4.6], [2.49, 7.74], [1.24, 3.8], [2.54, 5.69], [2.38, 5.83], [2.5, 10.74], [2.43, 13.81], [4.45, 8.89], [5.61, 16.64]]
epoch: 78
loss: 0.9999999934129638
dilation rates: [[1.27, 2.64], [1.18, 1.6], [1.09, 2.55], [2.4, 4.53], [2.53, 7.74], [1.34, 3.84], [2.56, 5.72], [2.39, 5.86], [2.51, 10.8], [2.4, 13.85], [4.47, 8.91], [5.74, 16.72]]
epoch: 79
loss: 0.9999999922883478
dilation rates: [[1.2, 2.6], [1.32, 1.51], [1.22, 2.55], [2.46, 4.63], [2.48, 7.82], [1.34, 3.81], [2.47, 5.74], [2.4, 5.88], [2.49, 10.81], [2.5, 13.83], [4.51, 8.86], [5.73, 16.82]]
epoch: 80
loss: 0.9999999903604349
dilation rates: [[1.27, 2.65], [1.28, 1.47], [1.11, 2.5], [2.5, 4.59], [2.5, 7.82], [1.23, 3.76], [2.54, 5.66], [2.32, 5.86], [2.54, 10.8], [2.46, 13.88], [4.44, 8.87], [5.71, 16.79]]
epoch: 81
loss: 0.9999999913243913
dilation rates: [[1.24, 2.66], [1.23, 1.45], [1.14, 2.58], [2.41, 4.6], [2.43, 7.78], [1.28, 3.77], [2.52, 5.62], [2.28, 5.82], [2.45, 10.8], [2.36, 13.84], [4.49, 8.81], [5.59, 16.67]]
epoch: 82
loss: 0.9999999905210942
dilation rates: [[1.32, 2.75], [1.27, 1.52], [1.11, 2.55], [2.5, 4.6], [2.56, 7.73], [1.32, 3.94], [2.53, 5.7], [2.33, 5.8], [2.48, 10.79], [2.43, 13.89], [4.46, 8.88], [5.6, 16.8]]
epoch: 83
loss: 0.9999999921276884
dilation rates: [[1.16, 2.62], [1.12, 1.42], [1.05, 2.57], [2.38, 4.6], [2.42, 7.65], [1.25, 3.86], [2.52, 5.74], [2.35, 5.83], [2.56, 10.74], [2.43, 13.81], [4.46, 8.83], [5.63, 16.68]]
epoch: 84
loss: 0.9999999929309855
dilation rates: [[1.22, 2.52], [1.2, 1.4], [1.02, 2.47], [2.48, 4.57], [2.47, 7.66], [1.17, 3.67], [2.47, 5.66], [2.31, 5.79], [2.47, 10.72], [2.39, 13.83], [4.41, 8.75], [5.62, 16.75]]
epoch: 85
loss: 0.9999999922883478
dilation rates: [[1.07, 2.52], [1.16, 1.41], [0.99, 2.49], [2.38, 4.57], [2.59, 7.82], [1.32, 3.75], [2.47, 5.72], [2.33, 5.83], [2.48, 10.73], [2.49, 13.85], [4.47, 8.78], [5.69, 16.72]]
epoch: 86
loss: 0.9999999908424131
dilation rates: [[1.25, 2.6], [1.14, 1.5], [1.17, 2.56], [2.39, 4.52], [2.43, 7.73], [1.32, 3.84], [2.58, 5.67], [2.42, 5.78], [2.52, 10.75], [2.45, 13.89], [4.45, 8.76], [5.63, 16.74]]
epoch: 87
loss: 0.9999999927703261
dilation rates: [[1.14, 2.62], [1.15, 1.33], [1.0, 2.47], [2.44, 4.53], [2.52, 7.73], [1.29, 3.74], [2.53, 5.66], [2.34, 5.73], [2.53, 10.76], [2.41, 13.86], [4.47, 8.78], [5.65, 16.69]]
epoch: 88
loss: 0.999999991967029
dilation rates: [[1.19, 2.64], [1.31, 1.4], [1.06, 2.6], [2.48, 4.62], [2.46, 7.74], [1.16, 3.84], [2.5, 5.7], [2.41, 5.83], [2.53, 10.78], [2.4, 13.83], [4.54, 8.79], [5.64, 16.71]]
epoch: 89
loss: 0.9999999918063696
dilation rates: [[1.19, 2.6], [1.27, 1.46], [1.22, 2.56], [2.48, 4.58], [2.52, 7.68], [1.26, 3.78], [2.58, 5.64], [2.32, 5.82], [2.54, 10.78], [2.41, 13.82], [4.48, 8.8], [5.66, 16.7]]
epoch: 90
loss: 0.9999999916457102
dilation rates: [[1.13, 2.6], [1.19, 1.5], [1.1, 2.55], [2.36, 4.51], [2.46, 7.81], [1.23, 3.8], [2.55, 5.67], [2.3, 5.85], [2.49, 10.72], [2.47, 13.83], [4.52, 8.83], [5.71, 16.77]]
epoch: 91
loss: 0.9999999930916449
dilation rates: [[1.14, 2.62], [1.11, 1.5], [1.1, 2.55], [2.43, 4.53], [2.42, 7.75], [1.42, 3.82], [2.55, 5.67], [2.43, 5.75], [2.45, 10.77], [2.39, 13.77], [4.47, 8.8], [5.66, 16.77]]
epoch: 92
loss: 0.999999991967029
dilation rates: [[1.17, 2.55], [1.26, 1.44], [1.11, 2.57], [2.44, 4.64], [2.52, 7.75], [1.28, 3.84], [2.47, 5.76], [2.41, 5.77], [2.45, 10.81], [2.42, 13.75], [4.53, 8.79], [5.68, 16.67]]
epoch: 93
loss: 0.9999999906817536
dilation rates: [[1.19, 2.62], [1.29, 1.46], [1.19, 2.52], [2.41, 4.61], [2.58, 7.72], [1.28, 3.78], [2.56, 5.7], [2.37, 5.75], [2.42, 10.8], [2.36, 13.76], [4.45, 8.83], [5.6, 16.71]]
epoch: 94
loss: 0.9999999914850507
dilation rates: [[1.12, 2.46], [1.1, 1.45], [1.17, 2.54], [2.56, 4.64], [2.54, 7.73], [1.29, 3.85], [2.46, 5.71], [2.3, 5.76], [2.51, 10.83], [2.4, 13.78], [4.42, 8.87], [5.63, 16.68]]
epoch: 95
loss: 0.9999999901997754
dilation rates: [[1.27, 2.59], [1.19, 1.44], [1.18, 2.58], [2.51, 4.51], [2.5, 7.73], [1.38, 3.82], [2.61, 5.66], [2.34, 5.76], [2.55, 10.89], [2.43, 13.83], [4.47, 8.83], [5.67, 16.7]]
epoch: 96
loss: 0.9999999905210942
dilation rates: [[1.24, 2.51], [1.22, 1.45], [1.16, 2.56], [2.45, 4.62], [2.57, 7.81], [1.35, 3.88], [2.62, 5.76], [2.35, 5.78], [2.53, 10.83], [2.36, 13.91], [4.46, 8.78], [5.65, 16.73]]
epoch: 97
loss: 0.9999999916457102
dilation rates: [[1.18, 2.55], [1.28, 1.56], [1.19, 2.55], [2.47, 4.68], [2.55, 7.86], [1.31, 3.89], [2.46, 5.71], [2.33, 5.79], [2.47, 10.78], [2.42, 13.88], [4.44, 8.77], [5.67, 16.73]]
epoch: 98
loss: 0.999999991163732
dilation rates: [[1.17, 2.57], [1.24, 1.46], [1.18, 2.66], [2.5, 4.6], [2.52, 7.8], [1.15, 3.95], [2.58, 5.8], [2.27, 5.83], [2.47, 10.73], [2.38, 13.76], [4.47, 8.89], [5.67, 16.64]]
epoch: 99
loss: 0.9999999921276884
dilation rates: [[1.25, 2.64], [1.35, 1.58], [1.15, 2.54], [2.53, 4.61], [2.54, 7.82], [1.28, 3.9], [2.59, 5.71], [2.33, 5.83], [2.52, 10.71], [2.39, 13.84], [4.43, 8.77], [5.72, 16.76]]
IOU: [96.83, 75.71, 88.44, 33.93, 43.78, 54.44, 47.11, 61.4, 90.61, 58.32, 93.0, 66.01, 39.13, 91.01, 44.58, 66.55, 51.69, 33.27, 63.81]
mIOU: 63.14, mIOU_reduced: 64.8, accuracy: 93.76
epoch: 100
loss: 0.9999999932523044
dilation rates: [[1.26, 2.64], [1.39, 1.42], [1.28, 2.6], [2.56, 4.63], [2.47, 7.76], [1.21, 3.81], [2.54, 5.73], [2.37, 5.84], [2.57, 10.81], [2.44, 13.86], [4.48, 8.78], [5.63, 16.73]]
epoch: 101
loss: 0.9999999893964783
dilation rates: [[1.28, 2.61], [1.1, 1.5], [1.21, 2.49], [2.49, 4.61], [2.5, 7.69], [1.24, 3.76], [2.46, 5.68], [2.41, 5.84], [2.51, 10.73], [2.36, 13.8], [4.41, 8.77], [5.64, 16.71]]
epoch: 102
loss: 0.9999999914850507
dilation rates: [[1.29, 2.58], [1.16, 1.45], [1.12, 2.52], [2.56, 4.59], [2.58, 7.8], [1.17, 3.8], [2.57, 5.73], [2.34, 5.79], [2.52, 10.74], [2.37, 13.79], [4.48, 8.75], [5.66, 16.78]]
epoch: 103
loss: 0.9999999921276884
dilation rates: [[1.2, 2.61], [1.32, 1.48], [1.13, 2.59], [2.5, 4.58], [2.61, 7.8], [1.33, 3.85], [2.52, 5.7], [2.41, 5.73], [2.48, 10.72], [2.48, 13.79], [4.48, 8.75], [5.67, 16.75]]
epoch: 104
loss: 0.9999999926096667
dilation rates: [[1.16, 2.63], [1.16, 1.44], [1.22, 2.45], [2.53, 4.49], [2.58, 7.87], [1.39, 3.76], [2.52, 5.67], [2.37, 5.74], [2.53, 10.72], [2.43, 13.82], [4.48, 8.68], [5.66, 16.7]]
epoch: 105
loss: 0.9999999913243913
dilation rates: [[1.17, 2.51], [1.17, 1.27], [0.95, 2.51], [2.27, 4.7], [2.51, 7.79], [1.33, 3.79], [2.45, 5.7], [2.22, 5.75], [2.47, 10.67], [2.42, 13.82], [4.55, 8.68], [5.68, 16.66]]
epoch: 106
loss: 0.9999999930916449
dilation rates: [[1.27, 2.66], [1.2, 1.52], [1.22, 2.54], [2.52, 4.61], [2.48, 7.76], [1.26, 3.82], [2.57, 5.66], [2.37, 5.78], [2.5, 10.75], [2.43, 13.85], [4.46, 8.72], [5.65, 16.71]]
epoch: 107
loss: 0.9999999898784565
dilation rates: [[1.27, 2.46], [1.32, 1.47], [1.09, 2.57], [2.55, 4.57], [2.58, 7.82], [1.35, 3.78], [2.5, 5.69], [2.31, 5.8], [2.49, 10.77], [2.5, 13.88], [4.5, 8.8], [5.68, 16.68]]
epoch: 108
loss: 0.9999999916457102
dilation rates: [[1.24, 2.57], [1.24, 1.39], [1.29, 2.49], [2.51, 4.53], [2.49, 7.79], [1.25, 3.79], [2.56, 5.72], [2.39, 5.8], [2.49, 10.79], [2.46, 13.96], [4.49, 8.76], [5.65, 16.72]]
epoch: 109
loss: 0.9999999908424131
dilation rates: [[1.11, 2.61], [1.13, 1.42], [1.1, 2.57], [2.44, 4.74], [2.49, 7.8], [1.26, 3.81], [2.5, 5.68], [2.39, 5.81], [2.52, 10.81], [2.44, 13.92], [4.42, 8.82], [5.6, 16.69]]
epoch: 110
loss: 0.9999999918063696
dilation rates: [[1.23, 2.66], [1.27, 1.42], [1.18, 2.58], [2.53, 4.63], [2.54, 7.8], [1.3, 3.91], [2.48, 5.73], [2.32, 5.84], [2.43, 10.77], [2.44, 13.83], [4.5, 8.76], [5.6, 16.69]]
epoch: 111
loss: 0.9999999940556015
dilation rates: [[1.29, 2.6], [1.32, 1.54], [1.21, 2.5], [2.54, 4.57], [2.52, 7.8], [1.27, 3.89], [2.56, 5.73], [2.37, 5.87], [2.46, 10.74], [2.44, 13.89], [4.5, 8.79], [5.64, 16.69]]
epoch: 112
loss: 0.999999991163732
dilation rates: [[1.16, 2.59], [1.33, 1.32], [1.17, 2.67], [2.53, 4.68], [2.55, 7.73], [1.26, 3.9], [2.7, 5.67], [2.47, 5.86], [2.48, 10.81], [2.45, 13.85], [4.55, 8.81], [5.69, 16.72]]
epoch: 113
loss: 0.9999999901997754
dilation rates: [[1.26, 2.65], [1.2, 1.43], [1.1, 2.57], [2.46, 4.62], [2.54, 7.9], [1.23, 3.84], [2.52, 5.75], [2.35, 5.82], [2.46, 10.81], [2.37, 13.8], [4.53, 8.81], [5.68, 16.67]]
epoch: 114
loss: 0.9999999905210942
dilation rates: [[1.26, 2.65], [1.17, 1.5], [1.2, 2.49], [2.53, 4.58], [2.65, 7.74], [1.24, 3.73], [2.51, 5.74], [2.38, 5.8], [2.47, 10.77], [2.45, 13.87], [4.54, 8.81], [5.65, 16.73]]
epoch: 115
loss: 0.999999990039116
dilation rates: [[1.18, 2.6], [1.4, 1.47], [1.19, 2.56], [2.59, 4.69], [2.52, 7.86], [1.27, 3.84], [2.52, 5.79], [2.45, 5.78], [2.5, 10.76], [2.45, 13.88], [4.53, 8.78], [5.67, 16.77]]
epoch: 116
loss: 0.9999999938949421
dilation rates: [[1.26, 2.58], [1.28, 1.4], [1.1, 2.45], [2.41, 4.54], [2.53, 7.81], [1.22, 3.77], [2.55, 5.73], [2.33, 5.84], [2.48, 10.74], [2.44, 13.83], [4.47, 8.8], [5.62, 16.63]]
epoch: 117
loss: 0.9999999926096667
dilation rates: [[1.35, 2.66], [1.19, 1.41], [1.08, 2.6], [2.42, 4.51], [2.58, 7.68], [1.22, 3.76], [2.53, 5.72], [2.31, 5.83], [2.52, 10.68], [2.34, 13.8], [4.47, 8.76], [5.63, 16.67]]
epoch: 118
loss: 0.9999999908424131
dilation rates: [[1.25, 2.68], [1.29, 1.62], [1.18, 2.71], [2.47, 4.57], [2.6, 7.78], [1.27, 3.81], [2.64, 5.78], [2.38, 5.83], [2.51, 10.78], [2.48, 13.95], [4.55, 8.83], [5.67, 16.77]]
epoch: 119
loss: 0.9999999926096667
dilation rates: [[1.15, 2.66], [1.16, 1.37], [1.16, 2.58], [2.52, 4.66], [2.55, 7.82], [1.28, 3.82], [2.57, 5.7], [2.32, 5.86], [2.49, 10.82], [2.46, 13.91], [4.49, 8.83], [5.66, 16.72]]
epoch: 120
loss: 0.9999999926096667
dilation rates: [[1.27, 2.66], [1.21, 1.38], [1.24, 2.53], [2.5, 4.61], [2.47, 7.81], [1.26, 3.74], [2.5, 5.71], [2.35, 5.81], [2.45, 10.68], [2.41, 13.86], [4.51, 8.8], [5.67, 16.72]]
epoch: 121
loss: 0.999999991967029
dilation rates: [[1.24, 2.59], [1.22, 1.43], [1.26, 2.57], [2.53, 4.67], [2.44, 7.77], [1.24, 3.84], [2.44, 5.7], [2.31, 5.79], [2.53, 10.71], [2.4, 13.86], [4.49, 8.76], [5.65, 16.71]]
epoch: 122
loss: 0.9999999910030725
dilation rates: [[1.27, 2.5], [1.24, 1.43], [1.08, 2.63], [2.47, 4.64], [2.49, 7.79], [1.22, 3.83], [2.52, 5.65], [2.34, 5.81], [2.45, 10.81], [2.4, 13.85], [4.48, 8.78], [5.64, 16.8]]
epoch: 123
loss: 0.999999991163732
dilation rates: [[1.18, 2.62], [1.18, 1.43], [1.14, 2.49], [2.45, 4.69], [2.52, 7.83], [1.26, 3.87], [2.5, 5.8], [2.31, 5.86], [2.5, 10.86], [2.41, 13.88], [4.46, 8.88], [5.58, 16.82]]
epoch: 124
loss: 0.9999999905210942
dilation rates: [[1.2, 2.64], [1.21, 1.36], [1.13, 2.52], [2.49, 4.57], [2.51, 7.79], [1.32, 3.78], [2.58, 5.71], [2.31, 5.85], [2.44, 10.71], [2.41, 13.73], [4.45, 8.81], [5.6, 16.68]]
IOU: [97.0, 76.5, 88.92, 19.59, 40.49, 53.61, 51.26, 66.96, 90.8, 58.79, 92.56, 73.51, 50.16, 92.03, 56.18, 68.61, 57.57, 36.07, 65.1]
mIOU: 65.04, mIOU_reduced: 65.83, accuracy: 94.12
epoch: 125
loss: 0.9999999908424131
dilation rates: [[1.17, 2.66], [1.22, 1.5], [1.2, 2.59], [2.61, 4.63], [2.6, 7.79], [1.23, 3.78], [2.54, 5.74], [2.32, 5.83], [2.55, 10.75], [2.42, 13.81], [4.56, 8.82], [5.66, 16.69]]
epoch: 126
loss: 0.9999999927703261
dilation rates: [[1.31, 2.5], [1.31, 1.46], [1.07, 2.51], [2.51, 4.72], [2.52, 7.86], [1.29, 3.86], [2.47, 5.71], [2.39, 5.73], [2.42, 10.81], [2.43, 13.89], [4.55, 8.73], [5.6, 16.79]]
epoch: 127
loss: 0.9999999924490073
dilation rates: [[1.3, 2.69], [1.28, 1.49], [1.16, 2.64], [2.45, 4.56], [2.45, 7.69], [1.32, 3.78], [2.49, 5.68], [2.37, 5.65], [2.39, 10.84], [2.44, 13.92], [4.49, 8.76], [5.58, 16.8]]
epoch: 128
loss: 0.9999999910030725
dilation rates: [[1.39, 2.69], [1.33, 1.6], [1.2, 2.68], [2.5, 4.8], [2.57, 7.84], [1.27, 3.87], [2.64, 5.69], [2.36, 5.7], [2.42, 10.84], [2.43, 13.89], [4.48, 8.79], [5.71, 16.79]]
epoch: 129
loss: 0.9999999930916449
dilation rates: [[1.13, 2.55], [1.14, 1.31], [1.12, 2.56], [2.55, 4.72], [2.54, 7.73], [1.27, 3.78], [2.6, 5.62], [2.39, 5.68], [2.52, 10.76], [2.46, 13.9], [4.5, 8.8], [5.64, 16.73]]
epoch: 130
loss: 0.9999999935736232
dilation rates: [[1.21, 2.61], [1.13, 1.45], [1.26, 2.63], [2.44, 4.7], [2.56, 7.9], [1.24, 3.78], [2.6, 5.7], [2.36, 5.76], [2.48, 10.86], [2.42, 13.78], [4.53, 8.79], [5.64, 16.68]]
epoch: 131
loss: 0.9999999918063696
dilation rates: [[1.24, 2.66], [1.21, 1.56], [1.2, 2.47], [2.61, 4.68], [2.58, 7.78], [1.25, 3.85], [2.55, 5.65], [2.39, 5.76], [2.5, 10.78], [2.46, 13.84], [4.48, 8.81], [5.64, 16.67]]
epoch: 132
loss: 0.9999999913243913
dilation rates: [[1.26, 2.81], [1.24, 1.48], [1.19, 2.6], [2.57, 4.61], [2.53, 7.8], [1.21, 3.86], [2.52, 5.7], [2.46, 5.77], [2.51, 10.78], [2.47, 13.87], [4.45, 8.84], [5.62, 16.6]]
epoch: 133
loss: 0.9999999922883478
dilation rates: [[1.13, 2.52], [1.2, 1.47], [1.13, 2.7], [2.57, 4.63], [2.56, 7.72], [1.3, 3.84], [2.48, 5.73], [2.39, 5.75], [2.49, 10.78], [2.44, 13.85], [4.47, 8.76], [5.66, 16.7]]
epoch: 134
loss: 0.9999999918063696
dilation rates: [[1.4, 2.62], [1.36, 1.55], [1.15, 2.56], [2.47, 4.64], [2.46, 7.87], [1.17, 3.84], [2.54, 5.65], [2.41, 5.72], [2.45, 10.73], [2.46, 13.75], [4.48, 8.71], [5.58, 16.7]]
epoch: 135
loss: 0.9999999927703261
dilation rates: [[1.2, 2.66], [1.26, 1.5], [1.1, 2.46], [2.43, 4.64], [2.5, 7.86], [1.31, 3.89], [2.49, 5.75], [2.46, 5.76], [2.45, 10.82], [2.43, 13.73], [4.52, 8.83], [5.69, 16.74]]
epoch: 136
loss: 0.999999991967029
dilation rates: [[1.24, 2.62], [1.2, 1.4], [1.15, 2.51], [2.43, 4.62], [2.55, 7.89], [1.26, 3.82], [2.53, 5.74], [2.42, 5.73], [2.48, 10.81], [2.4, 13.75], [4.53, 8.8], [5.62, 16.67]]
epoch: 137
loss: 0.9999999926096667
dilation rates: [[1.18, 2.5], [1.26, 1.39], [1.16, 2.49], [2.51, 4.57], [2.49, 7.81], [1.3, 3.81], [2.53, 5.64], [2.38, 5.76], [2.38, 10.79], [2.45, 13.74], [4.48, 8.76], [5.58, 16.67]]
epoch: 138
loss: 0.999999991967029
dilation rates: [[1.29, 2.53], [1.27, 1.39], [1.05, 2.5], [2.48, 4.65], [2.6, 7.88], [1.25, 3.91], [2.48, 5.67], [2.38, 5.72], [2.44, 10.77], [2.42, 13.69], [4.53, 8.81], [5.61, 16.7]]
epoch: 139
loss: 0.9999999926096667
dilation rates: [[1.1, 2.67], [1.17, 1.32], [1.19, 2.5], [2.44, 4.66], [2.52, 7.81], [1.23, 3.91], [2.53, 5.71], [2.43, 5.72], [2.42, 10.85], [2.36, 13.72], [4.44, 8.81], [5.55, 16.75]]
epoch: 140
loss: 0.9999999926096667
dilation rates: [[1.17, 2.62], [1.2, 1.53], [1.25, 2.5], [2.46, 4.61], [2.63, 7.77], [1.27, 3.84], [2.52, 5.66], [2.45, 5.68], [2.52, 10.75], [2.46, 13.77], [4.47, 8.79], [5.63, 16.67]]
epoch: 141
loss: 0.9999999926096667
dilation rates: [[1.3, 2.6], [1.23, 1.38], [1.22, 2.53], [2.44, 4.62], [2.47, 7.64], [1.21, 3.84], [2.43, 5.64], [2.35, 5.68], [2.37, 10.77], [2.4, 13.81], [4.41, 8.79], [5.55, 16.62]]
epoch: 142
loss: 0.999999990039116
dilation rates: [[1.26, 2.59], [1.28, 1.49], [1.21, 2.5], [2.6, 4.63], [2.38, 7.67], [1.19, 3.74], [2.55, 5.69], [2.39, 5.72], [2.45, 10.73], [2.42, 13.8], [4.42, 8.73], [5.54, 16.65]]
epoch: 143
loss: 0.9999999914850507
dilation rates: [[1.3, 2.62], [1.22, 1.44], [1.17, 2.47], [2.49, 4.58], [2.52, 7.73], [1.19, 3.81], [2.5, 5.71], [2.38, 5.78], [2.51, 10.81], [2.42, 13.82], [4.45, 8.71], [5.58, 16.61]]
epoch: 144
loss: 0.9999999926096667
dilation rates: [[1.26, 2.7], [1.27, 1.39], [1.21, 2.5], [2.53, 4.62], [2.53, 7.79], [1.26, 3.83], [2.56, 5.71], [2.44, 5.86], [2.44, 10.71], [2.47, 13.77], [4.51, 8.7], [5.62, 16.68]]
epoch: 145
loss: 0.9999999926096667
dilation rates: [[1.21, 2.63], [1.13, 1.45], [1.14, 2.62], [2.49, 4.62], [2.57, 7.78], [1.18, 3.77], [2.5, 5.69], [2.39, 5.85], [2.47, 10.75], [2.4, 13.86], [4.41, 8.72], [5.57, 16.78]]
epoch: 146
loss: 0.9999999913243913
dilation rates: [[1.29, 2.63], [1.22, 1.43], [1.21, 2.56], [2.57, 4.66], [2.5, 7.81], [1.19, 3.75], [2.57, 5.73], [2.41, 5.76], [2.47, 10.64], [2.44, 13.89], [4.52, 8.78], [5.68, 16.74]]
epoch: 147
loss: 0.9999999935736232
dilation rates: [[1.14, 2.58], [1.27, 1.57], [0.97, 2.58], [2.4, 4.67], [2.54, 7.84], [1.17, 3.79], [2.6, 5.7], [2.4, 5.8], [2.46, 10.66], [2.46, 13.85], [4.47, 8.79], [5.65, 16.65]]
epoch: 148
loss: 0.9999999916457102
dilation rates: [[1.34, 2.66], [1.1, 1.35], [1.08, 2.52], [2.46, 4.57], [2.52, 7.83], [1.35, 3.69], [2.48, 5.65], [2.34, 5.77], [2.46, 10.72], [2.44, 13.9], [4.39, 8.75], [5.51, 16.65]]
epoch: 149
loss: 0.9999999908424131
dilation rates: [[1.21, 2.6], [1.26, 1.46], [1.15, 2.5], [2.47, 4.63], [2.59, 7.76], [1.28, 3.87], [2.55, 5.71], [2.38, 5.81], [2.43, 10.72], [2.42, 13.79], [4.45, 8.71], [5.7, 16.73]]
IOU: [97.16, 78.83, 89.56, 33.39, 42.83, 53.35, 56.35, 69.81, 90.07, 59.26, 94.11, 72.57, 41.31, 92.73, 55.87, 69.93, 70.25, 38.23, 68.59]
mIOU: 67.06, mIOU_reduced: 67.38, accuracy: 94.31
epoch: 150
loss: 0.9999999940556015
dilation rates: [[1.22, 2.57], [1.13, 1.47], [1.31, 2.54], [2.52, 4.57], [2.54, 7.79], [1.27, 3.78], [2.49, 5.68], [2.36, 5.77], [2.46, 10.83], [2.42, 13.8], [4.5, 8.75], [5.64, 16.75]]
epoch: 151
loss: 0.9999999918063696
dilation rates: [[1.31, 2.67], [1.26, 1.45], [1.21, 2.72], [2.58, 4.66], [2.55, 7.79], [1.34, 3.8], [2.58, 5.68], [2.39, 5.73], [2.5, 10.79], [2.46, 13.78], [4.55, 8.73], [5.66, 16.7]]
epoch: 152
loss: 0.9999999914850507
dilation rates: [[1.23, 2.58], [1.23, 1.42], [1.18, 2.58], [2.42, 4.67], [2.59, 7.75], [1.23, 3.82], [2.57, 5.77], [2.41, 5.74], [2.46, 10.77], [2.43, 13.82], [4.54, 8.74], [5.63, 16.64]]
epoch: 153
loss: 0.9999999929309855
dilation rates: [[1.2, 2.54], [1.22, 1.47], [1.11, 2.52], [2.48, 4.55], [2.47, 7.78], [1.17, 3.81], [2.54, 5.75], [2.26, 5.73], [2.42, 10.75], [2.4, 13.74], [4.41, 8.61], [5.54, 16.7]]
epoch: 154
loss: 0.9999999938949421
dilation rates: [[1.13, 2.64], [1.31, 1.43], [1.25, 2.58], [2.53, 4.69], [2.62, 7.71], [1.24, 3.78], [2.58, 5.75], [2.39, 5.73], [2.55, 10.71], [2.41, 13.71], [4.48, 8.69], [5.65, 16.66]]
epoch: 155
loss: 0.9999999921276884
dilation rates: [[1.31, 2.64], [1.22, 1.43], [1.27, 2.63], [2.48, 4.62], [2.48, 7.79], [1.25, 3.7], [2.63, 5.71], [2.38, 5.75], [2.44, 10.72], [2.41, 13.78], [4.49, 8.78], [5.6, 16.73]]
epoch: 156
loss: 0.9999999932523044
dilation rates: [[1.18, 2.58], [1.22, 1.38], [1.16, 2.54], [2.39, 4.6], [2.47, 7.68], [1.28, 3.77], [2.47, 5.68], [2.33, 5.73], [2.46, 10.77], [2.43, 13.73], [4.45, 8.66], [5.57, 16.66]]
epoch: 157
loss: 0.9999999921276884
dilation rates: [[1.04, 2.67], [1.2, 1.57], [1.16, 2.61], [2.58, 4.63], [2.54, 7.72], [1.24, 3.82], [2.52, 5.67], [2.38, 5.79], [2.48, 10.74], [2.47, 13.72], [4.44, 8.68], [5.62, 16.74]]
epoch: 158
loss: 0.9999999929309855
dilation rates: [[1.24, 2.52], [1.18, 1.4], [1.15, 2.51], [2.43, 4.6], [2.43, 7.82], [1.31, 3.66], [2.5, 5.66], [2.37, 5.77], [2.42, 10.72], [2.4, 13.7], [4.44, 8.7], [5.58, 16.67]]
epoch: 159
loss: 0.9999999926096667
dilation rates: [[1.2, 2.58], [1.31, 1.4], [1.06, 2.55], [2.48, 4.59], [2.47, 7.81], [1.16, 3.73], [2.5, 5.66], [2.45, 5.73], [2.43, 10.83], [2.36, 13.73], [4.43, 8.76], [5.65, 16.69]]
epoch: 160
loss: 0.999999991967029
dilation rates: [[1.3, 2.71], [1.21, 1.34], [1.06, 2.5], [2.57, 4.59], [2.55, 7.74], [1.26, 3.77], [2.55, 5.69], [2.33, 5.8], [2.45, 10.82], [2.44, 13.86], [4.43, 8.76], [5.61, 16.77]]
epoch: 161
loss: 0.999999991967029
dilation rates: [[1.08, 2.59], [1.24, 1.51], [1.18, 2.56], [2.54, 4.72], [2.53, 7.79], [1.2, 3.68], [2.51, 5.7], [2.44, 5.76], [2.42, 10.82], [2.52, 13.89], [4.47, 8.77], [5.63, 16.65]]
epoch: 162
loss: 0.9999999935736232
dilation rates: [[1.39, 2.78], [1.37, 1.42], [1.34, 2.55], [2.66, 4.67], [2.56, 7.87], [1.28, 3.77], [2.52, 5.7], [2.4, 5.82], [2.45, 10.87], [2.48, 13.86], [4.43, 8.84], [5.62, 16.72]]
epoch: 163
loss: 0.9999999924490073
dilation rates: [[1.29, 2.55], [1.24, 1.47], [1.18, 2.59], [2.47, 4.61], [2.47, 7.81], [1.09, 3.85], [2.58, 5.71], [2.4, 5.83], [2.4, 10.76], [2.42, 13.77], [4.47, 8.71], [5.61, 16.63]]
epoch: 164
loss: 0.9999999922883478
dilation rates: [[1.35, 2.64], [1.23, 1.46], [1.24, 2.53], [2.5, 4.65], [2.57, 7.8], [1.37, 3.92], [2.58, 5.68], [2.37, 5.81], [2.38, 10.83], [2.44, 13.77], [4.46, 8.69], [5.66, 16.65]]
epoch: 165
loss: 0.9999999922883478
dilation rates: [[1.21, 2.56], [1.26, 1.43], [1.28, 2.57], [2.6, 4.64], [2.47, 7.79], [1.19, 3.85], [2.54, 5.65], [2.42, 5.75], [2.44, 10.78], [2.41, 13.77], [4.48, 8.72], [5.61, 16.73]]
epoch: 166
loss: 0.9999999897177971
dilation rates: [[1.39, 2.58], [1.22, 1.46], [1.1, 2.46], [2.55, 4.76], [2.59, 7.82], [1.29, 3.8], [2.6, 5.69], [2.37, 5.73], [2.51, 10.63], [2.42, 13.77], [4.55, 8.7], [5.69, 16.61]]
epoch: 167
loss: 0.9999999924490073
dilation rates: [[1.2, 2.67], [1.29, 1.38], [1.24, 2.5], [2.61, 4.66], [2.58, 7.8], [1.15, 3.84], [2.57, 5.75], [2.4, 5.75], [2.38, 10.75], [2.42, 13.77], [4.48, 8.71], [5.66, 16.7]]
epoch: 168
loss: 0.9999999910030725
dilation rates: [[1.25, 2.46], [1.23, 1.48], [1.06, 2.56], [2.5, 4.65], [2.57, 7.71], [1.29, 3.78], [2.57, 5.66], [2.54, 5.69], [2.47, 10.75], [2.54, 13.73], [4.48, 8.68], [5.64, 16.61]]
epoch: 169
loss: 0.9999999935736232
dilation rates: [[1.19, 2.57], [1.32, 1.49], [1.16, 2.52], [2.48, 4.64], [2.55, 7.76], [1.26, 3.76], [2.53, 5.62], [2.43, 5.81], [2.41, 10.86], [2.43, 13.8], [4.54, 8.7], [5.68, 16.72]]
epoch: 170
loss: 0.9999999929309855
dilation rates: [[1.22, 2.64], [1.27, 1.47], [1.23, 2.49], [2.59, 4.64], [2.56, 7.85], [1.18, 3.76], [2.55, 5.65], [2.39, 5.87], [2.47, 10.78], [2.43, 13.78], [4.48, 8.77], [5.63, 16.66]]
epoch: 171
loss: 0.999999991163732
dilation rates: [[1.27, 2.65], [1.19, 1.45], [1.18, 2.53], [2.53, 4.65], [2.58, 7.79], [1.29, 3.81], [2.48, 5.68], [2.32, 5.8], [2.56, 10.71], [2.46, 13.74], [4.48, 8.72], [5.59, 16.64]]
epoch: 172
loss: 0.9999999913243913
dilation rates: [[1.19, 2.68], [1.2, 1.59], [1.22, 2.44], [2.65, 4.68], [2.62, 7.81], [1.2, 3.81], [2.72, 5.68], [2.48, 5.8], [2.54, 10.71], [2.4, 13.77], [4.46, 8.76], [5.67, 16.67]]
epoch: 173
loss: 0.9999999935736232
dilation rates: [[1.46, 2.58], [1.32, 1.48], [1.25, 2.58], [2.55, 4.72], [2.61, 7.83], [1.27, 3.76], [2.55, 5.63], [2.39, 5.79], [2.49, 10.76], [2.45, 13.75], [4.44, 8.73], [5.64, 16.65]]
epoch: 174
loss: 0.9999999922883478
dilation rates: [[1.22, 2.65], [1.28, 1.45], [1.19, 2.46], [2.49, 4.74], [2.5, 7.73], [1.23, 3.86], [2.55, 5.63], [2.39, 5.69], [2.44, 10.69], [2.38, 13.71], [4.45, 8.79], [5.55, 16.66]]
IOU: [97.49, 79.4, 90.23, 41.67, 54.53, 54.21, 54.2, 69.04, 91.03, 55.49, 93.56, 74.52, 49.51, 93.01, 50.46, 67.1, 64.24, 41.58, 68.97]
mIOU: 67.91, mIOU_reduced: 69.28, accuracy: 94.69
epoch: 175
loss: 0.9999999914850507
dilation rates: [[1.16, 2.66], [1.37, 1.4], [1.22, 2.47], [2.47, 4.64], [2.48, 7.66], [1.15, 3.75], [2.52, 5.66], [2.31, 5.65], [2.47, 10.81], [2.39, 13.72], [4.42, 8.76], [5.55, 16.68]]
epoch: 176
loss: 0.9999999910030725
dilation rates: [[1.08, 2.61], [1.18, 1.36], [1.16, 2.61], [2.47, 4.61], [2.43, 7.88], [1.22, 3.8], [2.5, 5.67], [2.36, 5.68], [2.43, 10.88], [2.38, 13.83], [4.49, 8.74], [5.61, 16.68]]
epoch: 177
loss: 0.9999999930916449
dilation rates: [[1.23, 2.52], [1.12, 1.32], [1.11, 2.46], [2.49, 4.65], [2.46, 7.84], [1.15, 3.81], [2.45, 5.61], [2.38, 5.65], [2.43, 10.76], [2.42, 13.75], [4.39, 8.66], [5.53, 16.6]]
epoch: 178
loss: 0.9999999945375797
dilation rates: [[1.35, 2.61], [1.26, 1.54], [1.15, 2.56], [2.52, 4.58], [2.56, 7.78], [1.24, 3.83], [2.53, 5.55], [2.41, 5.67], [2.44, 10.73], [2.39, 13.77], [4.45, 8.63], [5.59, 16.63]]
epoch: 179
loss: 0.999999991163732
dilation rates: [[1.16, 2.58], [1.18, 1.49], [1.23, 2.58], [2.48, 4.65], [2.5, 7.78], [1.29, 3.82], [2.6, 5.65], [2.39, 5.77], [2.46, 10.67], [2.51, 13.83], [4.42, 8.76], [5.61, 16.67]]
epoch: 180
loss: 0.9999999938949421
dilation rates: [[1.26, 2.56], [1.33, 1.45], [1.25, 2.62], [2.57, 4.65], [2.62, 7.9], [1.24, 3.81], [2.61, 5.68], [2.45, 5.79], [2.42, 10.72], [2.49, 13.78], [4.44, 8.85], [5.72, 16.72]]
epoch: 181
loss: 0.9999999921276884
dilation rates: [[1.29, 2.62], [1.17, 1.49], [1.23, 2.59], [2.59, 4.74], [2.56, 7.85], [1.23, 3.85], [2.59, 5.68], [2.41, 5.77], [2.45, 10.74], [2.39, 13.72], [4.41, 8.72], [5.58, 16.68]]
epoch: 182
loss: 0.9999999914850507
dilation rates: [[1.22, 2.59], [1.22, 1.52], [1.16, 2.57], [2.55, 4.58], [2.51, 7.79], [1.3, 3.86], [2.52, 5.71], [2.41, 5.68], [2.41, 10.83], [2.38, 13.75], [4.51, 8.78], [5.66, 16.66]]
epoch: 183
loss: 0.9999999926096667
dilation rates: [[1.21, 2.57], [1.25, 1.31], [1.23, 2.53], [2.4, 4.62], [2.55, 7.69], [1.29, 3.78], [2.45, 5.71], [2.32, 5.76], [2.44, 10.85], [2.46, 13.83], [4.44, 8.81], [5.6, 16.73]]
epoch: 184
loss: 0.9999999929309855
dilation rates: [[1.03, 2.75], [1.26, 1.46], [1.29, 2.55], [2.56, 4.56], [2.54, 7.67], [1.22, 3.85], [2.59, 5.76], [2.44, 5.75], [2.51, 10.82], [2.49, 13.79], [4.55, 8.83], [5.69, 16.8]]
epoch: 185
loss: 0.9999999918063696
dilation rates: [[1.21, 2.71], [1.23, 1.37], [1.23, 2.47], [2.59, 4.64], [2.56, 7.62], [1.29, 3.84], [2.56, 5.71], [2.41, 5.7], [2.35, 10.69], [2.35, 13.75], [4.53, 8.76], [5.69, 16.68]]
epoch: 186
loss: 0.9999999930916449
dilation rates: [[1.12, 2.64], [1.23, 1.37], [1.06, 2.6], [2.52, 4.66], [2.51, 7.74], [1.22, 3.77], [2.47, 5.66], [2.41, 5.71], [2.42, 10.72], [2.43, 13.75], [4.51, 8.79], [5.6, 16.59]]
epoch: 187
loss: 0.9999999906817536
dilation rates: [[1.48, 2.69], [1.28, 1.53], [1.19, 2.53], [2.6, 4.61], [2.55, 7.73], [1.34, 3.72], [2.54, 5.63], [2.32, 5.7], [2.49, 10.72], [2.39, 13.73], [4.49, 8.75], [5.54, 16.66]]
epoch: 188
loss: 0.9999999922883478
dilation rates: [[1.11, 2.53], [1.29, 1.49], [1.18, 2.52], [2.51, 4.66], [2.46, 7.66], [1.26, 3.72], [2.46, 5.6], [2.39, 5.67], [2.41, 10.83], [2.43, 13.71], [4.44, 8.77], [5.54, 16.63]]
epoch: 189
loss: 0.9999999924490073
dilation rates: [[1.24, 2.64], [1.32, 1.45], [1.15, 2.68], [2.58, 4.65], [2.54, 7.73], [1.3, 3.76], [2.55, 5.63], [2.44, 5.68], [2.51, 10.76], [2.43, 13.71], [4.46, 8.76], [5.67, 16.69]]
epoch: 190
loss: 0.9999999910030725
dilation rates: [[1.25, 2.56], [1.3, 1.52], [1.31, 2.46], [2.53, 4.62], [2.49, 7.71], [1.26, 3.76], [2.57, 5.67], [2.39, 5.73], [2.44, 10.67], [2.42, 13.7], [4.48, 8.75], [5.63, 16.72]]
epoch: 191
loss: 0.9999999901997754
dilation rates: [[1.29, 2.59], [1.29, 1.48], [1.25, 2.55], [2.53, 4.72], [2.61, 7.57], [1.3, 3.78], [2.55, 5.66], [2.48, 5.7], [2.49, 10.74], [2.44, 13.76], [4.51, 8.77], [5.65, 16.71]]
epoch: 192
loss: 0.9999999946982392
dilation rates: [[1.25, 2.66], [1.25, 1.59], [1.26, 2.75], [2.61, 4.73], [2.65, 7.74], [1.32, 3.77], [2.55, 5.66], [2.46, 5.69], [2.4, 10.73], [2.46, 13.86], [4.53, 8.78], [5.71, 16.68]]
epoch: 193
loss: 0.9999999927703261
dilation rates: [[1.28, 2.62], [1.11, 1.44], [1.27, 2.59], [2.59, 4.76], [2.5, 7.73], [1.35, 3.91], [2.51, 5.72], [2.54, 5.7], [2.44, 10.75], [2.46, 13.83], [4.58, 8.78], [5.74, 16.67]]
epoch: 194
loss: 0.9999999935736232
dilation rates: [[1.36, 2.55], [1.34, 1.37], [1.16, 2.6], [2.5, 4.76], [2.46, 7.65], [1.19, 3.85], [2.59, 5.65], [2.45, 5.68], [2.46, 10.75], [2.47, 13.72], [4.45, 8.72], [5.58, 16.66]]
epoch: 195
loss: 0.9999999913243913
dilation rates: [[1.37, 2.66], [1.35, 1.49], [1.24, 2.64], [2.41, 4.57], [2.52, 7.77], [1.25, 3.78], [2.5, 5.64], [2.38, 5.66], [2.46, 10.76], [2.48, 13.74], [4.46, 8.68], [5.61, 16.62]]
epoch: 196
loss: 0.9999999922883478
dilation rates: [[1.2, 2.53], [1.18, 1.45], [1.22, 2.6], [2.63, 4.69], [2.51, 7.76], [1.27, 3.82], [2.64, 5.67], [2.39, 5.78], [2.54, 10.69], [2.36, 13.84], [4.48, 8.73], [5.63, 16.68]]
epoch: 197
loss: 0.9999999932523044
dilation rates: [[1.27, 2.61], [1.21, 1.38], [1.11, 2.54], [2.45, 4.64], [2.5, 7.7], [1.23, 3.77], [2.51, 5.6], [2.44, 5.71], [2.45, 10.64], [2.42, 13.79], [4.41, 8.68], [5.58, 16.59]]
epoch: 198
loss: 0.9999999905210942
dilation rates: [[1.33, 2.6], [1.28, 1.57], [1.18, 2.65], [2.5, 4.57], [2.51, 7.72], [1.19, 3.82], [2.52, 5.61], [2.41, 5.72], [2.44, 10.68], [2.47, 13.75], [4.52, 8.72], [5.61, 16.64]]
epoch: 199
loss: 0.9999999918063696
dilation rates: [[1.33, 2.55], [1.23, 1.56], [1.29, 2.51], [2.58, 4.65], [2.58, 7.76], [1.32, 3.77], [2.57, 5.67], [2.36, 5.69], [2.44, 10.65], [2.46, 13.8], [4.48, 8.71], [5.62, 16.62]]
IOU: [97.4, 78.84, 90.23, 42.82, 45.09, 59.95, 59.14, 71.94, 91.01, 53.98, 93.86, 75.9, 54.65, 93.37, 58.27, 68.13, 33.54, 44.49, 70.96]
mIOU: 67.56, mIOU_reduced: 70.23, accuracy: 94.75
epoch: 200
loss: 0.9999999924490073
dilation rates: [[1.24, 2.59], [1.21, 1.37], [1.11, 2.6], [2.53, 4.67], [2.51, 7.72], [1.21, 3.79], [2.58, 5.68], [2.43, 5.69], [2.46, 10.72], [2.44, 13.79], [4.43, 8.74], [5.54, 16.69]]
epoch: 201
loss: 0.9999999935736232
dilation rates: [[1.31, 2.72], [1.28, 1.4], [1.2, 2.58], [2.54, 4.58], [2.56, 7.6], [1.29, 3.78], [2.48, 5.65], [2.36, 5.69], [2.47, 10.68], [2.45, 13.85], [4.47, 8.73], [5.59, 16.75]]
epoch: 202
loss: 0.9999999932523044
dilation rates: [[1.29, 2.8], [1.35, 1.5], [1.14, 2.65], [2.62, 4.64], [2.49, 7.69], [1.33, 3.77], [2.51, 5.71], [2.49, 5.71], [2.51, 10.76], [2.46, 13.81], [4.42, 8.84], [5.64, 16.71]]
epoch: 203
loss: 0.9999999930916449
dilation rates: [[1.22, 2.59], [1.32, 1.55], [1.24, 2.62], [2.45, 4.63], [2.57, 7.75], [1.29, 3.81], [2.54, 5.68], [2.4, 5.77], [2.38, 10.73], [2.43, 13.76], [4.49, 8.77], [5.59, 16.67]]
epoch: 204
loss: 0.9999999922883478
dilation rates: [[1.28, 2.6], [1.25, 1.47], [1.25, 2.51], [2.47, 4.61], [2.59, 7.77], [1.21, 3.8], [2.58, 5.64], [2.39, 5.74], [2.4, 10.63], [2.38, 13.69], [4.44, 8.71], [5.59, 16.7]]
epoch: 205
loss: 0.9999999922883478
dilation rates: [[1.36, 2.61], [1.21, 1.5], [1.18, 2.52], [2.49, 4.56], [2.55, 7.72], [1.26, 3.78], [2.54, 5.61], [2.4, 5.65], [2.43, 10.66], [2.47, 13.67], [4.54, 8.72], [5.59, 16.65]]
epoch: 206
loss: 0.9999999913243913
dilation rates: [[1.24, 2.61], [1.28, 1.54], [1.25, 2.54], [2.52, 4.6], [2.58, 7.64], [1.25, 3.76], [2.49, 5.71], [2.46, 5.7], [2.43, 10.71], [2.46, 13.65], [4.52, 8.71], [5.56, 16.71]]
epoch: 207
loss: 0.9999999938949421
dilation rates: [[1.35, 2.56], [1.25, 1.45], [1.18, 2.57], [2.53, 4.64], [2.61, 7.66], [1.3, 3.79], [2.48, 5.69], [2.46, 5.65], [2.44, 10.72], [2.35, 13.67], [4.44, 8.77], [5.56, 16.66]]
epoch: 208
loss: 0.999999991967029
dilation rates: [[1.19, 2.55], [1.22, 1.46], [1.19, 2.53], [2.39, 4.64], [2.54, 7.71], [1.25, 3.81], [2.5, 5.7], [2.44, 5.72], [2.37, 10.78], [2.48, 13.71], [4.49, 8.76], [5.59, 16.67]]
epoch: 209
loss: 0.9999999940556015
dilation rates: [[1.27, 2.77], [1.18, 1.35], [1.21, 2.52], [2.51, 4.68], [2.54, 7.74], [1.26, 3.8], [2.52, 5.75], [2.47, 5.73], [2.45, 10.72], [2.47, 13.72], [4.43, 8.73], [5.67, 16.68]]
epoch: 210
loss: 0.9999999942162608
dilation rates: [[1.2, 2.48], [1.34, 1.36], [1.2, 2.51], [2.52, 4.57], [2.56, 7.6], [1.23, 3.75], [2.47, 5.61], [2.39, 5.71], [2.44, 10.76], [2.36, 13.76], [4.43, 8.75], [5.59, 16.61]]
epoch: 211
loss: 0.9999999932523044
dilation rates: [[1.36, 2.55], [1.35, 1.51], [1.25, 2.56], [2.48, 4.65], [2.59, 7.65], [1.31, 3.82], [2.55, 5.65], [2.5, 5.77], [2.47, 10.73], [2.46, 13.79], [4.52, 8.73], [5.64, 16.69]]
epoch: 212
loss: 0.9999999913243913
dilation rates: [[1.35, 2.5], [1.26, 1.55], [1.23, 2.55], [2.53, 4.58], [2.58, 7.84], [1.32, 3.87], [2.53, 5.72], [2.47, 5.77], [2.41, 10.79], [2.47, 13.79], [4.46, 8.84], [5.62, 16.69]]
epoch: 213
loss: 0.9999999903604349
dilation rates: [[1.31, 2.69], [1.32, 1.45], [1.3, 2.53], [2.52, 4.6], [2.54, 7.7], [1.27, 3.85], [2.6, 5.73], [2.44, 5.76], [2.39, 10.65], [2.43, 13.73], [4.43, 8.75], [5.6, 16.68]]
epoch: 214
loss: 0.9999999922883478
dilation rates: [[1.2, 2.66], [1.25, 1.5], [1.31, 2.52], [2.56, 4.66], [2.55, 7.72], [1.25, 3.84], [2.48, 5.67], [2.47, 5.77], [2.43, 10.61], [2.38, 13.72], [4.42, 8.74], [5.56, 16.68]]
epoch: 215
loss: 0.9999999890751594
dilation rates: [[1.11, 2.79], [1.26, 1.35], [1.29, 2.54], [2.59, 4.63], [2.58, 7.89], [1.31, 3.78], [2.44, 5.76], [2.45, 5.78], [2.48, 10.7], [2.41, 13.71], [4.5, 8.79], [5.59, 16.61]]
epoch: 216
loss: 0.9999999927703261
dilation rates: [[1.12, 2.65], [1.2, 1.44], [1.18, 2.51], [2.72, 4.68], [2.53, 7.82], [1.21, 3.81], [2.58, 5.71], [2.4, 5.79], [2.52, 10.8], [2.4, 13.8], [4.34, 8.74], [5.57, 16.68]]
epoch: 217
loss: 0.9999999922883478
dilation rates: [[1.4, 2.61], [1.31, 1.38], [1.2, 2.53], [2.53, 4.64], [2.52, 7.75], [1.2, 3.76], [2.51, 5.67], [2.38, 5.74], [2.53, 10.67], [2.44, 13.74], [4.44, 8.72], [5.6, 16.67]]
epoch: 218
loss: 0.9999999930916449
dilation rates: [[1.31, 2.57], [1.32, 1.54], [1.21, 2.57], [2.46, 4.55], [2.53, 7.68], [1.3, 3.75], [2.58, 5.64], [2.47, 5.7], [2.45, 10.6], [2.49, 13.65], [4.42, 8.7], [5.6, 16.66]]
epoch: 219
loss: 0.9999999926096667
dilation rates: [[1.19, 2.6], [1.24, 1.39], [1.23, 2.52], [2.45, 4.68], [2.55, 7.7], [1.24, 3.73], [2.5, 5.64], [2.41, 5.69], [2.46, 10.67], [2.41, 13.77], [4.42, 8.63], [5.59, 16.63]]
epoch: 220
loss: 0.9999999943769203
dilation rates: [[1.23, 2.67], [1.4, 1.35], [1.27, 2.58], [2.44, 4.66], [2.51, 7.6], [1.2, 3.72], [2.56, 5.62], [2.39, 5.7], [2.4, 10.66], [2.35, 13.75], [4.36, 8.64], [5.58, 16.65]]
epoch: 221
loss: 0.9999999926096667
dilation rates: [[1.16, 2.58], [1.25, 1.45], [1.26, 2.61], [2.49, 4.61], [2.55, 7.64], [1.23, 3.78], [2.58, 5.6], [2.35, 5.68], [2.51, 10.67], [2.39, 13.75], [4.37, 8.7], [5.64, 16.64]]
epoch: 222
loss: 0.9999999910030725
dilation rates: [[1.32, 2.53], [1.29, 1.4], [1.13, 2.63], [2.49, 4.72], [2.56, 7.77], [1.25, 3.75], [2.6, 5.62], [2.34, 5.71], [2.39, 10.64], [2.36, 13.72], [4.45, 8.72], [5.56, 16.58]]
epoch: 223
loss: 0.9999999916457102
dilation rates: [[1.42, 2.52], [1.24, 1.52], [1.24, 2.66], [2.54, 4.66], [2.54, 7.71], [1.19, 3.86], [2.52, 5.61], [2.39, 5.66], [2.41, 10.65], [2.48, 13.81], [4.54, 8.78], [5.73, 16.7]]
epoch: 224
loss: 0.9999999940556015
dilation rates: [[1.22, 2.55], [1.24, 1.41], [1.28, 2.5], [2.5, 4.6], [2.52, 7.76], [1.24, 3.76], [2.49, 5.63], [2.46, 5.71], [2.41, 10.71], [2.45, 13.72], [4.44, 8.75], [5.56, 16.71]]
IOU: [97.64, 81.52, 90.22, 39.76, 50.73, 59.76, 59.45, 71.64, 91.35, 58.72, 94.05, 76.09, 53.84, 93.2, 43.32, 73.4, 67.37, 47.16, 71.49]
mIOU: 69.51, mIOU_reduced: 71.04, accuracy: 94.94
epoch: 225
loss: 0.9999999932523044
dilation rates: [[1.39, 2.7], [1.34, 1.47], [1.38, 2.57], [2.61, 4.59], [2.55, 7.81], [1.25, 3.8], [2.6, 5.79], [2.44, 5.84], [2.48, 10.74], [2.52, 13.84], [4.5, 8.83], [5.67, 16.7]]
epoch: 226
loss: 0.999999991967029
dilation rates: [[1.32, 2.58], [1.27, 1.45], [1.34, 2.49], [2.57, 4.63], [2.61, 7.69], [1.23, 3.8], [2.59, 5.62], [2.47, 5.83], [2.38, 10.67], [2.44, 13.82], [4.46, 8.79], [5.6, 16.64]]
epoch: 227
loss: 0.9999999922883478
dilation rates: [[1.25, 2.6], [1.3, 1.31], [1.18, 2.54], [2.49, 4.66], [2.53, 7.68], [1.25, 3.79], [2.52, 5.59], [2.41, 5.78], [2.41, 10.71], [2.39, 13.83], [4.52, 8.74], [5.6, 16.66]]
epoch: 228
loss: 0.999999991967029
dilation rates: [[1.27, 2.6], [1.13, 1.4], [1.2, 2.45], [2.55, 4.57], [2.52, 7.7], [1.23, 3.79], [2.48, 5.61], [2.42, 5.87], [2.34, 10.68], [2.38, 13.78], [4.46, 8.62], [5.59, 16.64]]
epoch: 229
loss: 0.9999999930916449
dilation rates: [[1.28, 2.57], [1.18, 1.57], [1.1, 2.5], [2.61, 4.61], [2.57, 7.75], [1.28, 3.73], [2.59, 5.6], [2.42, 5.79], [2.46, 10.66], [2.41, 13.72], [4.41, 8.69], [5.66, 16.57]]
epoch: 230
loss: 0.9999999926096667
dilation rates: [[1.19, 2.55], [1.3, 1.38], [1.23, 2.57], [2.48, 4.65], [2.5, 7.72], [1.11, 3.78], [2.63, 5.65], [2.38, 5.76], [2.46, 10.73], [2.46, 13.68], [4.44, 8.74], [5.61, 16.6]]
epoch: 231
loss: 0.9999999918063696
dilation rates: [[1.37, 2.66], [1.22, 1.49], [1.35, 2.57], [2.51, 4.7], [2.59, 7.7], [1.23, 3.82], [2.61, 5.69], [2.42, 5.75], [2.46, 10.7], [2.38, 13.74], [4.48, 8.79], [5.62, 16.66]]
epoch: 232
loss: 0.999999991163732
dilation rates: [[1.23, 2.63], [1.33, 1.44], [1.22, 2.49], [2.37, 4.59], [2.42, 7.7], [1.22, 3.73], [2.46, 5.67], [2.32, 5.72], [2.36, 10.66], [2.4, 13.73], [4.44, 8.71], [5.56, 16.63]]
epoch: 233
loss: 0.9999999905210942
dilation rates: [[1.36, 2.59], [1.34, 1.43], [1.35, 2.51], [2.48, 4.65], [2.53, 7.63], [1.28, 3.91], [2.59, 5.66], [2.43, 5.78], [2.45, 10.74], [2.47, 13.78], [4.38, 8.72], [5.56, 16.64]]
epoch: 234
loss: 0.9999999908424131
dilation rates: [[1.24, 2.64], [1.23, 1.42], [1.32, 2.52], [2.45, 4.64], [2.55, 7.67], [1.22, 3.83], [2.5, 5.66], [2.45, 5.74], [2.4, 10.67], [2.39, 13.79], [4.46, 8.72], [5.56, 16.7]]
epoch: 235
loss: 0.9999999924490073
dilation rates: [[1.26, 2.59], [1.27, 1.41], [1.24, 2.52], [2.57, 4.75], [2.58, 7.74], [1.23, 3.82], [2.58, 5.7], [2.46, 5.69], [2.43, 10.65], [2.42, 13.74], [4.5, 8.71], [5.56, 16.68]]
epoch: 236
loss: 0.999999991163732
dilation rates: [[1.1, 2.57], [1.22, 1.4], [1.23, 2.49], [2.52, 4.7], [2.51, 7.7], [1.26, 3.77], [2.5, 5.7], [2.47, 5.67], [2.39, 10.57], [2.48, 13.73], [4.41, 8.7], [5.64, 16.62]]
epoch: 237
loss: 0.9999999927703261
dilation rates: [[1.27, 2.64], [1.23, 1.41], [1.26, 2.64], [2.55, 4.61], [2.51, 7.71], [1.2, 3.84], [2.55, 5.65], [2.38, 5.73], [2.48, 10.62], [2.44, 13.67], [4.42, 8.68], [5.6, 16.62]]
epoch: 238
loss: 0.999999991163732
dilation rates: [[1.28, 2.55], [1.23, 1.4], [1.22, 2.46], [2.54, 4.67], [2.49, 7.7], [1.13, 3.77], [2.52, 5.65], [2.42, 5.66], [2.43, 10.66], [2.43, 13.64], [4.42, 8.66], [5.57, 16.57]]
epoch: 239
loss: 0.9999999922883478
dilation rates: [[1.44, 2.57], [1.42, 1.39], [1.37, 2.48], [2.52, 4.64], [2.66, 7.73], [1.3, 3.8], [2.51, 5.61], [2.37, 5.63], [2.36, 10.61], [2.47, 13.65], [4.52, 8.67], [5.62, 16.61]]
epoch: 240
loss: 0.9999999943769203
dilation rates: [[1.31, 2.69], [1.33, 1.44], [1.25, 2.63], [2.53, 4.43], [2.42, 7.72], [1.18, 3.72], [2.61, 5.68], [2.47, 5.75], [2.47, 10.61], [2.45, 13.75], [4.47, 8.78], [5.59, 16.68]]
IOU: [97.14, 78.8, 90.16, 47.48, 50.01, 58.79, 60.59, 73.17, 90.19, 54.3, 94.45, 76.73, 52.01, 92.84, 57.92, 81.41, 72.92, 49.14, 71.07]
mIOU: 71.01, mIOU_reduced: 71.06, accuracy: 94.67
epoch: 241
loss: 0.9999999934129638
dilation rates: [[1.13, 2.52], [1.3, 1.36], [1.24, 2.44], [2.53, 4.49], [2.47, 7.7], [1.2, 3.73], [2.48, 5.63], [2.33, 5.72], [2.39, 10.59], [2.38, 13.69], [4.43, 8.75], [5.58, 16.69]]
IOU: [97.17, 78.88, 90.19, 44.25, 47.59, 58.13, 59.98, 71.46, 91.09, 59.58, 93.25, 75.34, 44.71, 91.98, 42.31, 73.11, 43.47, 40.29, 69.07]
mIOU: 66.94, mIOU_reduced: 69.56, accuracy: 94.5
epoch: 242
loss: 0.9999999955015363
dilation rates: [[1.22, 2.58], [1.14, 1.46], [1.25, 2.44], [2.54, 4.71], [2.47, 7.73], [1.17, 3.73], [2.51, 5.61], [2.34, 5.66], [2.38, 10.55], [2.41, 13.69], [4.45, 8.69], [5.61, 16.63]]
IOU: [97.75, 82.04, 90.48, 40.24, 53.78, 59.1, 58.96, 71.17, 91.36, 59.24, 93.25, 75.85, 54.7, 92.56, 53.14, 73.51, 63.74, 47.78, 71.69]
mIOU: 70.02, mIOU_reduced: 71.25, accuracy: 95.04
epoch: 243
loss: 0.9999999924490073
dilation rates: [[1.33, 2.54], [1.2, 1.49], [1.28, 2.53], [2.43, 4.55], [2.51, 7.76], [1.24, 3.76], [2.49, 5.63], [2.36, 5.71], [2.38, 10.65], [2.45, 13.74], [4.49, 8.71], [5.57, 16.64]]
IOU: [97.7, 81.34, 90.42, 50.08, 47.08, 58.68, 60.36, 70.92, 91.25, 57.48, 94.1, 75.64, 52.09, 93.04, 47.16, 73.2, 44.03, 48.82, 70.91]
mIOU: 68.65, mIOU_reduced: 71.24, accuracy: 94.9
epoch: 244
loss: 0.9999999934129638
dilation rates: [[1.17, 2.61], [1.34, 1.41], [1.27, 2.67], [2.67, 4.72], [2.51, 7.76], [1.26, 3.71], [2.59, 5.64], [2.42, 5.74], [2.52, 10.56], [2.49, 13.73], [4.49, 8.73], [5.64, 16.6]]
IOU: [97.42, 80.99, 90.96, 42.21, 52.32, 59.29, 57.49, 72.44, 91.14, 55.03, 94.66, 76.66, 53.54, 93.31, 47.18, 73.17, 72.46, 50.18, 70.88]
mIOU: 70.07, mIOU_reduced: 71.16, accuracy: 94.98
epoch: 245
loss: 0.999999991967029
dilation rates: [[1.21, 2.63], [1.21, 1.41], [1.23, 2.52], [2.55, 4.62], [2.58, 7.79], [1.23, 3.77], [2.54, 5.56], [2.4, 5.68], [2.38, 10.61], [2.43, 13.71], [4.41, 8.68], [5.54, 16.62]]
IOU: [97.63, 81.01, 91.18, 54.27, 50.71, 59.76, 59.2, 71.58, 91.49, 57.48, 94.16, 76.18, 52.21, 92.77, 52.07, 74.61, 76.04, 45.79, 69.46]
mIOU: 70.93, mIOU_reduced: 71.56, accuracy: 95.09
epoch: 246
loss: 0.9999999926096667
dilation rates: [[1.37, 2.68], [1.3, 1.49], [1.13, 2.69], [2.48, 4.75], [2.56, 7.79], [1.22, 3.84], [2.55, 5.63], [2.39, 5.7], [2.55, 10.62], [2.54, 13.85], [4.57, 8.75], [5.61, 16.64]]
IOU: [97.66, 81.45, 91.05, 52.58, 54.62, 59.86, 61.06, 70.79, 91.61, 61.27, 94.25, 75.85, 51.53, 92.74, 50.24, 61.31, 16.63, 48.15, 71.2]
mIOU: 67.57, mIOU_reduced: 72.23, accuracy: 95.08
epoch: 247
loss: 0.9999999934129638
dilation rates: [[1.24, 2.56], [1.21, 1.42], [1.14, 2.52], [2.58, 4.71], [2.52, 7.68], [1.23, 3.88], [2.57, 5.59], [2.36, 5.7], [2.43, 10.62], [2.44, 13.89], [4.52, 8.71], [5.69, 16.74]]
IOU: [97.56, 81.09, 90.49, 51.3, 52.33, 57.15, 56.78, 69.22, 91.56, 56.7, 93.55, 76.13, 53.64, 92.98, 62.19, 74.73, 75.71, 36.69, 68.35]
mIOU: 70.43, mIOU_reduced: 70.34, accuracy: 95.01
epoch: 248
loss: 0.9999999942162608
dilation rates: [[1.29, 2.69], [1.26, 1.45], [1.22, 2.47], [2.55, 4.73], [2.49, 7.67], [1.22, 3.88], [2.55, 5.64], [2.46, 5.76], [2.51, 10.71], [2.48, 13.82], [4.52, 8.84], [5.62, 16.72]]
IOU: [97.57, 81.46, 90.99, 48.73, 52.92, 60.16, 59.46, 73.52, 90.68, 50.13, 94.07, 76.07, 53.94, 93.08, 63.34, 79.12, 60.62, 42.96, 71.09]
mIOU: 70.52, mIOU_reduced: 71.05, accuracy: 95.03
epoch: 249
loss: 0.9999999926096667
dilation rates: [[1.24, 2.45], [1.27, 1.41], [1.35, 2.5], [2.54, 4.65], [2.52, 7.77], [1.34, 3.87], [2.52, 5.64], [2.41, 5.72], [2.43, 10.8], [2.44, 13.87], [4.49, 8.77], [5.55, 16.71]]
IOU: [97.26, 79.19, 90.85, 52.26, 56.21, 59.57, 59.3, 71.54, 91.16, 60.35, 93.31, 76.89, 56.7, 93.05, 48.56, 78.91, 73.04, 46.28, 69.86]
mIOU: 71.28, mIOU_reduced: 72.11, accuracy: 94.93
Best mIOU: 71.27778625488281
Best global accuracy: 95.09384632110596
Training time 17:00:58
mIOUs: [71.27778625488281]
global_accuracies: [95.09384632110596]
