{'model_name': 'L4_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': 'L4_decoder26', 'save_best_path': 'checkpoints/L4_decoder26_run1', 'save_latest_path': 'checkpoints/L4_decoder26_latest', 'resume_path': 'checkpoints/L4_decoder26_latest', 'log_path': 'logs/L4_decoder26_run1.txt'}
run: 1
epoch: 0
loss: 0.9999999926096667
dilation rates: [[1.04, 1.05, 1.09, 1.06], [1.06, 1.07, 1.05, 1.08], [1.08, 1.06, 1.09, 1.11], [1.09, 1.07, 1.08, 1.08], [1.06, 1.07, 1.04, 1.07], [1.06, 1.1, 1.09, 1.06], [0.99, 1.04, 1.07, 1.13], [1.07, 1.07, 1.0, 1.0], [1.07, 1.0, 1.1, 1.02], [1.02, 1.01, 1.02, 1.1], [0.99, 1.06, 1.06, 1.07], [1.0, 1.25, 1.19, 1.01]]
IOU: [75.98, 2.42, 43.21, 0.0, 0.0, 0.0, 0.0, 0.0, 46.71, 2.36, 55.54, 0.0, 0.0, 16.55, 0.0, 0.0, 0.0, 0.0, 0.0]
mIOU: 12.78, mIOU_reduced: 15.17, accuracy: 65.53
epoch: 1
loss: 0.9999999914850507
dilation rates: [[1.21, 1.2, 1.3, 1.26], [1.25, 1.26, 1.21, 1.3], [1.3, 1.25, 1.3, 1.34], [1.31, 1.3, 1.32, 1.29], [1.24, 1.27, 1.24, 1.31], [1.24, 1.34, 1.35, 1.23], [1.1, 1.16, 1.27, 1.41], [1.29, 1.24, 1.14, 1.14], [1.24, 1.07, 1.3, 1.18], [1.16, 1.14, 1.2, 1.31], [1.07, 1.24, 1.27, 1.24], [1.31, 1.83, 1.67, 1.37]]
epoch: 2
loss: 0.9999999906817536
dilation rates: [[1.39, 1.33, 1.5, 1.41], [1.43, 1.43, 1.36, 1.54], [1.52, 1.43, 1.52, 1.58], [1.56, 1.52, 1.54, 1.49], [1.45, 1.48, 1.46, 1.55], [1.41, 1.55, 1.64, 1.41], [1.23, 1.31, 1.48, 1.69], [1.52, 1.43, 1.29, 1.31], [1.43, 1.2, 1.53, 1.36], [1.31, 1.3, 1.38, 1.55], [1.22, 1.44, 1.49, 1.43], [1.58, 2.65, 2.08, 1.66]]
epoch: 3
loss: 0.9999999934129638
dilation rates: [[1.44, 1.46, 1.62, 1.58], [1.56, 1.56, 1.45, 1.68], [1.65, 1.58, 1.68, 1.77], [1.76, 1.66, 1.74, 1.65], [1.63, 1.65, 1.63, 1.75], [1.56, 1.72, 1.85, 1.59], [1.35, 1.44, 1.67, 1.9], [1.72, 1.61, 1.44, 1.45], [1.61, 1.32, 1.73, 1.54], [1.46, 1.43, 1.55, 1.78], [1.37, 1.62, 1.71, 1.6], [1.75, 3.63, 2.62, 1.84]]
epoch: 4
loss: 0.9999999922883478
dilation rates: [[1.53, 1.52, 1.7, 1.64], [1.68, 1.68, 1.55, 1.75], [1.75, 1.69, 1.81, 1.89], [1.87, 1.76, 1.88, 1.76], [1.76, 1.79, 1.79, 1.89], [1.71, 1.86, 2.03, 1.74], [1.47, 1.57, 1.82, 2.2], [1.93, 1.77, 1.57, 1.59], [1.77, 1.43, 1.92, 1.7], [1.62, 1.58, 1.71, 1.95], [1.5, 1.81, 1.88, 1.75], [1.87, 4.82, 2.92, 1.97]]
epoch: 5
loss: 0.999999991967029
dilation rates: [[1.55, 1.55, 1.72, 1.63], [1.75, 1.72, 1.57, 1.78], [1.84, 1.77, 1.84, 1.95], [1.97, 1.86, 1.96, 1.86], [1.87, 1.88, 1.9, 2.03], [1.81, 1.98, 2.37, 1.82], [1.6, 1.69, 1.93, 2.56], [2.17, 1.88, 1.69, 1.71], [1.88, 1.56, 2.13, 1.86], [1.75, 1.71, 1.85, 2.23], [1.62, 1.93, 2.08, 1.89], [1.98, 5.84, 3.29, 2.15]]
epoch: 6
loss: 0.9999999932523044
dilation rates: [[1.58, 1.56, 1.7, 1.63], [1.72, 1.72, 1.61, 1.78], [1.88, 1.79, 1.84, 2.03], [2.22, 1.9, 2.12, 1.93], [1.93, 1.94, 1.97, 2.33], [1.88, 2.04, 2.6, 1.91], [1.71, 1.81, 2.11, 2.83], [2.52, 1.99, 1.79, 1.79], [1.99, 1.66, 2.42, 1.99], [1.88, 1.84, 1.99, 2.51], [1.73, 2.12, 2.38, 2.02], [2.16, 6.87, 3.72, 2.34]]
epoch: 7
loss: 0.9999999914850507
dilation rates: [[1.6, 1.51, 1.73, 1.63], [1.82, 1.73, 1.63, 1.83], [1.91, 1.86, 1.93, 2.3], [2.43, 1.97, 2.36, 1.96], [2.02, 2.01, 2.11, 2.55], [1.95, 2.28, 2.83, 1.97], [1.83, 1.89, 2.31, 3.01], [2.75, 2.18, 1.91, 1.88], [2.13, 1.78, 2.63, 2.14], [2.01, 1.94, 2.15, 2.74], [1.84, 2.35, 2.6, 2.21], [2.3, 7.84, 3.99, 2.43]]
epoch: 8
loss: 0.9999999910030725
dilation rates: [[1.56, 1.52, 1.71, 1.65], [1.79, 1.7, 1.62, 1.75], [1.88, 1.83, 1.86, 2.45], [2.53, 1.96, 2.51, 1.98], [2.2, 2.18, 2.28, 2.67], [1.99, 2.43, 2.94, 2.05], [1.85, 1.96, 2.46, 3.38], [2.87, 2.33, 1.98, 1.93], [2.28, 1.85, 2.79, 2.28], [2.17, 2.06, 2.28, 2.92], [1.91, 2.54, 2.78, 2.35], [2.39, 8.67, 4.46, 2.53]]
epoch: 9
loss: 0.9999999922883478
dilation rates: [[1.46, 1.52, 1.7, 1.61], [1.82, 1.64, 1.58, 1.72], [1.88, 1.83, 1.88, 2.55], [2.6, 1.93, 2.62, 2.13], [2.34, 2.33, 2.38, 2.73], [2.11, 2.53, 3.11, 2.23], [1.91, 2.01, 2.57, 3.63], [3.01, 2.47, 2.08, 2.0], [2.39, 1.94, 2.91, 2.44], [2.28, 2.19, 2.41, 3.08], [1.99, 2.69, 2.91, 2.45], [2.46, 9.3, 4.71, 2.63]]
epoch: 10
loss: 0.999999990039116
dilation rates: [[1.5, 1.47, 1.68, 1.55], [1.75, 1.61, 1.59, 1.71], [1.84, 1.8, 1.86, 2.62], [2.69, 1.94, 2.65, 2.27], [2.46, 2.44, 2.49, 2.79], [2.24, 2.62, 3.35, 2.35], [1.96, 2.1, 2.64, 3.78], [3.31, 2.55, 2.16, 2.08], [2.47, 2.0, 2.99, 2.54], [2.36, 2.31, 2.49, 3.36], [2.1, 2.79, 3.1, 2.56], [2.5, 9.86, 4.9, 2.7]]
epoch: 11
loss: 0.9999999913243913
dilation rates: [[1.44, 1.46, 1.65, 1.59], [1.74, 1.61, 1.59, 1.67], [1.85, 1.84, 1.88, 2.66], [2.73, 1.93, 2.71, 2.34], [2.52, 2.49, 2.55, 2.84], [2.33, 2.64, 3.5, 2.4], [1.98, 2.18, 2.73, 3.88], [3.54, 2.59, 2.22, 2.17], [2.54, 2.06, 3.15, 2.62], [2.42, 2.38, 2.54, 3.53], [2.15, 2.86, 3.28, 2.63], [2.47, 9.95, 4.89, 2.75]]
epoch: 12
loss: 0.9999999908424131
dilation rates: [[1.47, 1.46, 1.65, 1.52], [1.73, 1.57, 1.54, 1.64], [1.84, 1.78, 1.89, 2.64], [2.77, 1.91, 2.75, 2.39], [2.59, 2.51, 2.58, 2.88], [2.41, 2.71, 3.69, 2.47], [2.06, 2.25, 2.79, 3.98], [3.68, 2.66, 2.29, 2.22], [2.59, 2.13, 3.33, 2.69], [2.5, 2.45, 2.59, 3.66], [2.2, 2.94, 3.46, 2.68], [2.48, 10.51, 5.18, 2.74]]
epoch: 13
loss: 0.9999999927703261
dilation rates: [[1.48, 1.51, 1.66, 1.48], [1.74, 1.61, 1.53, 1.67], [1.84, 1.79, 1.87, 2.68], [2.82, 1.89, 2.77, 2.43], [2.62, 2.53, 2.61, 2.92], [2.44, 2.74, 3.82, 2.51], [2.12, 2.3, 2.85, 4.25], [3.77, 2.71, 2.35, 2.26], [2.66, 2.19, 3.46, 2.76], [2.54, 2.53, 2.64, 3.82], [2.21, 3.01, 3.6, 2.76], [2.48, 10.77, 5.49, 2.77]]
epoch: 14
loss: 0.9999999926096667
dilation rates: [[1.48, 1.47, 1.68, 1.53], [1.76, 1.67, 1.58, 1.73], [1.86, 1.86, 1.92, 2.76], [2.87, 1.97, 2.86, 2.48], [2.67, 2.6, 2.65, 3.0], [2.48, 2.8, 3.93, 2.58], [2.16, 2.35, 2.91, 4.52], [3.88, 2.78, 2.39, 2.32], [2.74, 2.25, 3.59, 2.82], [2.57, 2.61, 2.73, 3.9], [2.23, 3.2, 3.74, 2.83], [2.53, 10.94, 5.73, 2.85]]
epoch: 15
loss: 0.9999999918063696
dilation rates: [[1.48, 1.42, 1.61, 1.52], [1.76, 1.62, 1.55, 1.67], [1.81, 1.79, 1.88, 2.75], [2.87, 1.96, 2.85, 2.52], [2.67, 2.6, 2.7, 3.25], [2.52, 2.82, 3.98, 2.61], [2.21, 2.39, 2.95, 4.68], [3.99, 2.79, 2.4, 2.36], [2.78, 2.28, 3.68, 2.85], [2.6, 2.67, 2.77, 3.97], [2.27, 3.36, 3.83, 2.85], [2.53, 11.55, 5.73, 2.81]]
epoch: 16
loss: 0.9999999934129638
dilation rates: [[1.44, 1.42, 1.67, 1.54], [1.72, 1.56, 1.49, 1.6], [1.79, 1.77, 1.89, 2.72], [2.83, 1.89, 2.84, 2.47], [2.61, 2.62, 2.67, 3.37], [2.52, 2.85, 4.2, 2.59], [2.2, 2.38, 2.95, 4.82], [4.2, 2.8, 2.43, 2.35], [2.8, 2.32, 3.74, 2.88], [2.64, 2.7, 2.79, 4.05], [2.25, 3.44, 3.87, 2.84], [2.49, 11.69, 5.81, 2.8]]
epoch: 17
loss: 0.9999999916457102
dilation rates: [[1.39, 1.36, 1.64, 1.52], [1.68, 1.57, 1.48, 1.63], [1.8, 1.72, 1.83, 2.72], [2.85, 1.91, 2.83, 2.49], [2.62, 2.65, 2.71, 3.48], [2.53, 2.84, 4.34, 2.56], [2.2, 2.37, 2.97, 4.85], [4.33, 2.81, 2.43, 2.35], [2.81, 2.32, 3.77, 2.88], [2.65, 2.71, 2.78, 4.23], [2.26, 3.54, 3.94, 2.85], [2.49, 11.79, 5.82, 2.78]]
epoch: 18
loss: 0.9999999908424131
dilation rates: [[1.42, 1.35, 1.69, 1.47], [1.71, 1.53, 1.51, 1.59], [1.75, 1.7, 1.82, 2.78], [2.88, 1.92, 2.83, 2.53], [2.65, 2.66, 2.71, 3.53], [2.58, 2.85, 4.45, 2.55], [2.21, 2.41, 2.99, 4.93], [4.41, 2.82, 2.46, 2.36], [2.83, 2.34, 3.82, 2.87], [2.69, 2.74, 2.8, 4.38], [2.26, 3.68, 4.01, 2.89], [2.47, 11.86, 5.85, 2.73]]
epoch: 19
loss: 0.9999999910030725
dilation rates: [[1.41, 1.43, 1.66, 1.48], [1.66, 1.55, 1.53, 1.55], [1.71, 1.65, 1.82, 2.78], [2.84, 1.87, 2.83, 2.53], [2.62, 2.62, 2.68, 3.65], [2.58, 2.84, 4.58, 2.53], [2.21, 2.41, 3.18, 4.93], [4.57, 2.82, 2.48, 2.36], [2.82, 2.36, 3.86, 2.86], [2.68, 2.73, 2.84, 4.55], [2.23, 3.74, 4.22, 2.89], [2.46, 11.83, 5.86, 2.71]]
epoch: 20
loss: 0.9999999932523044
dilation rates: [[1.35, 1.39, 1.63, 1.48], [1.69, 1.47, 1.46, 1.64], [1.73, 1.65, 1.86, 2.81], [2.88, 1.85, 2.92, 2.5], [2.62, 2.67, 2.67, 3.69], [2.62, 2.84, 4.69, 2.54], [2.23, 2.46, 3.3, 4.97], [4.64, 2.82, 2.48, 2.41], [2.85, 2.38, 3.91, 2.89], [2.68, 2.71, 2.85, 4.64], [2.23, 3.8, 4.38, 2.87], [2.46, 11.86, 5.89, 2.7]]
epoch: 21
loss: 0.9999999927703261
dilation rates: [[1.36, 1.36, 1.62, 1.47], [1.68, 1.49, 1.46, 1.59], [1.71, 1.66, 1.81, 2.8], [2.88, 1.9, 2.87, 2.53], [2.62, 2.67, 2.74, 3.75], [2.62, 2.87, 4.75, 2.57], [2.26, 2.47, 3.46, 5.04], [4.72, 2.87, 2.51, 2.46], [2.9, 2.39, 3.94, 2.95], [2.7, 2.76, 2.91, 4.73], [2.26, 3.87, 4.52, 2.89], [2.46, 11.97, 5.92, 2.7]]
epoch: 22
loss: 0.9999999922883478
dilation rates: [[1.38, 1.42, 1.59, 1.5], [1.7, 1.5, 1.48, 1.57], [1.72, 1.67, 1.79, 2.8], [2.88, 1.88, 2.88, 2.47], [2.64, 2.63, 2.75, 3.8], [2.64, 2.85, 4.82, 2.54], [2.25, 2.44, 3.56, 5.24], [4.75, 2.88, 2.49, 2.46], [2.91, 2.41, 3.96, 2.92], [2.7, 2.76, 2.9, 4.76], [2.23, 3.95, 4.64, 2.92], [2.46, 11.92, 5.92, 2.71]]
epoch: 23
loss: 0.9999999926096667
dilation rates: [[1.3, 1.32, 1.62, 1.53], [1.68, 1.55, 1.47, 1.52], [1.73, 1.64, 1.83, 2.77], [2.94, 1.85, 2.89, 2.53], [2.65, 2.64, 2.75, 3.79], [2.68, 2.86, 4.81, 2.57], [2.3, 2.45, 3.61, 5.45], [4.78, 2.88, 2.5, 2.5], [2.9, 2.41, 3.99, 2.94], [2.69, 2.81, 2.91, 4.84], [2.22, 3.95, 4.7, 2.92], [2.44, 11.9, 5.9, 2.73]]
epoch: 24
loss: 0.9999999934129638
dilation rates: [[1.4, 1.41, 1.68, 1.52], [1.7, 1.51, 1.46, 1.58], [1.75, 1.65, 1.78, 2.79], [2.94, 1.85, 2.88, 2.52], [2.66, 2.64, 2.79, 3.93], [2.65, 2.86, 4.93, 2.56], [2.29, 2.44, 3.71, 5.66], [4.88, 2.9, 2.49, 2.5], [2.89, 2.4, 4.17, 2.97], [2.7, 2.79, 2.92, 4.9], [2.21, 3.98, 4.76, 2.93], [2.48, 11.95, 5.91, 2.69]]
IOU: [95.33, 65.51, 83.98, 24.41, 27.0, 42.36, 26.16, 34.11, 87.72, 42.41, 86.64, 54.39, 3.94, 84.87, 14.96, 44.3, 25.74, 10.57, 54.81]
mIOU: 47.85, mIOU_reduced: 51.51, accuracy: 91.1
epoch: 25
loss: 0.9999999935736232
dilation rates: [[1.51, 1.53, 1.64, 1.59], [1.75, 1.58, 1.47, 1.7], [1.73, 1.66, 1.81, 2.76], [2.91, 1.79, 2.96, 2.54], [2.68, 2.65, 2.77, 3.88], [2.66, 2.84, 4.95, 2.53], [2.29, 2.45, 3.72, 5.76], [4.95, 2.91, 2.49, 2.53], [2.92, 2.4, 4.35, 3.0], [2.68, 2.81, 2.94, 4.94], [2.21, 4.01, 4.81, 2.93], [2.47, 11.92, 5.92, 2.71]]
epoch: 26
loss: 0.999999991967029
dilation rates: [[1.4, 1.38, 1.58, 1.46], [1.71, 1.52, 1.53, 1.54], [1.72, 1.64, 1.86, 2.81], [2.94, 1.81, 2.92, 2.57], [2.67, 2.69, 2.82, 3.88], [2.64, 2.89, 4.95, 2.58], [2.3, 2.49, 3.79, 5.82], [4.94, 2.93, 2.5, 2.56], [2.92, 2.41, 4.42, 2.98], [2.68, 2.82, 2.96, 4.99], [2.22, 4.12, 4.89, 2.94], [2.52, 11.87, 5.97, 2.76]]
epoch: 27
loss: 0.9999999903604349
dilation rates: [[1.45, 1.42, 1.58, 1.47], [1.7, 1.51, 1.42, 1.54], [1.64, 1.6, 1.79, 2.81], [2.89, 1.75, 2.87, 2.56], [2.64, 2.66, 2.8, 3.86], [2.65, 2.87, 4.93, 2.56], [2.3, 2.48, 3.82, 5.86], [4.93, 2.89, 2.44, 2.54], [2.91, 2.42, 4.49, 2.95], [2.68, 2.81, 2.96, 5.21], [2.17, 4.23, 4.9, 2.95], [2.41, 11.92, 5.88, 2.69]]
epoch: 28
loss: 0.9999999926096667
dilation rates: [[1.41, 1.34, 1.52, 1.41], [1.7, 1.41, 1.39, 1.46], [1.57, 1.6, 1.77, 2.82], [2.93, 1.75, 2.93, 2.57], [2.63, 2.65, 2.8, 3.89], [2.64, 2.88, 4.94, 2.56], [2.3, 2.48, 3.86, 5.91], [4.98, 2.93, 2.44, 2.54], [2.91, 2.42, 4.58, 2.97], [2.68, 2.8, 3.06, 5.39], [2.17, 4.32, 4.97, 2.96], [2.42, 12.36, 5.88, 2.67]]
epoch: 29
loss: 0.9999999903604349
dilation rates: [[1.41, 1.36, 1.52, 1.47], [1.62, 1.42, 1.35, 1.48], [1.65, 1.56, 1.78, 2.76], [2.87, 1.73, 2.88, 2.61], [2.63, 2.66, 2.76, 3.89], [2.66, 2.9, 4.96, 2.59], [2.32, 2.48, 3.86, 5.93], [4.97, 2.93, 2.46, 2.53], [2.92, 2.43, 4.62, 2.97], [2.7, 2.8, 3.16, 5.49], [2.2, 4.37, 4.96, 2.93], [2.4, 12.59, 5.92, 2.66]]
epoch: 30
loss: 0.9999999930916449
dilation rates: [[1.39, 1.33, 1.58, 1.39], [1.61, 1.38, 1.37, 1.52], [1.62, 1.56, 1.78, 2.79], [2.9, 1.72, 2.89, 2.58], [2.61, 2.64, 2.74, 3.91], [2.63, 2.88, 4.93, 2.58], [2.33, 2.49, 3.88, 5.92], [4.98, 2.93, 2.46, 2.52], [2.94, 2.43, 4.65, 3.08], [2.68, 2.81, 3.26, 5.58], [2.17, 4.47, 5.16, 2.91], [2.39, 12.73, 5.89, 2.62]]
epoch: 31
loss: 0.999999991163732
dilation rates: [[1.35, 1.25, 1.55, 1.35], [1.53, 1.38, 1.43, 1.52], [1.6, 1.48, 1.77, 2.82], [2.94, 1.72, 2.91, 2.56], [2.64, 2.65, 2.74, 3.96], [2.67, 2.86, 4.98, 2.58], [2.35, 2.51, 3.89, 5.91], [5.24, 2.97, 2.46, 2.51], [2.96, 2.45, 4.69, 3.22], [2.66, 2.81, 3.37, 5.69], [2.18, 4.56, 5.31, 2.92], [2.38, 12.78, 5.9, 2.63]]
epoch: 32
loss: 0.9999999922883478
dilation rates: [[1.34, 1.37, 1.62, 1.46], [1.61, 1.42, 1.35, 1.52], [1.62, 1.54, 1.74, 2.77], [2.98, 1.71, 2.91, 2.56], [2.62, 2.71, 2.75, 4.11], [2.65, 2.9, 4.97, 2.61], [2.33, 2.52, 3.9, 5.94], [5.39, 3.13, 2.46, 2.52], [2.98, 2.44, 4.72, 3.34], [2.65, 2.84, 3.45, 5.74], [2.22, 4.61, 5.43, 2.93], [2.36, 12.81, 5.89, 2.59]]
epoch: 33
loss: 0.999999991967029
dilation rates: [[1.38, 1.41, 1.57, 1.52], [1.65, 1.48, 1.38, 1.6], [1.62, 1.56, 1.78, 2.85], [2.95, 1.75, 2.86, 2.54], [2.66, 2.66, 2.78, 4.21], [2.65, 2.9, 5.17, 2.59], [2.31, 2.52, 3.95, 5.96], [5.45, 3.24, 2.45, 2.54], [3.03, 2.45, 4.75, 3.43], [2.63, 2.85, 3.49, 5.76], [2.22, 4.66, 5.56, 2.95], [2.37, 12.81, 5.92, 2.65]]
epoch: 34
loss: 0.9999999924490073
dilation rates: [[1.46, 1.35, 1.63, 1.55], [1.65, 1.51, 1.43, 1.59], [1.66, 1.58, 1.85, 2.9], [3.15, 1.72, 2.97, 2.55], [2.7, 2.73, 2.82, 4.4], [2.66, 2.91, 5.34, 2.61], [2.35, 2.54, 3.97, 6.19], [5.58, 3.36, 2.48, 2.52], [3.16, 2.5, 4.8, 3.5], [2.64, 2.86, 3.59, 5.8], [2.19, 4.71, 5.62, 2.97], [2.39, 12.84, 5.93, 2.64]]
epoch: 35
loss: 0.999999991163732
dilation rates: [[1.42, 1.33, 1.55, 1.47], [1.67, 1.35, 1.42, 1.52], [1.56, 1.48, 1.82, 2.9], [3.4, 1.62, 2.97, 2.55], [2.68, 2.68, 2.78, 4.44], [2.65, 2.91, 5.42, 2.56], [2.35, 2.52, 3.91, 6.35], [5.61, 3.43, 2.47, 2.5], [3.21, 2.47, 4.79, 3.56], [2.64, 2.85, 3.6, 5.77], [2.23, 4.7, 5.64, 2.94], [2.37, 12.9, 5.86, 2.65]]
epoch: 36
loss: 0.9999999926096667
dilation rates: [[1.32, 1.31, 1.56, 1.52], [1.63, 1.34, 1.38, 1.51], [1.6, 1.44, 1.8, 2.8], [3.46, 1.62, 2.93, 2.56], [2.6, 2.66, 2.77, 4.49], [2.62, 2.88, 5.45, 2.52], [2.33, 2.49, 3.93, 6.53], [5.65, 3.49, 2.45, 2.48], [3.29, 2.46, 4.81, 3.63], [2.62, 2.85, 3.63, 5.8], [2.18, 4.74, 5.71, 2.95], [2.36, 12.81, 5.85, 2.62]]
epoch: 37
loss: 0.999999991967029
dilation rates: [[1.38, 1.29, 1.61, 1.42], [1.55, 1.33, 1.31, 1.52], [1.63, 1.39, 1.82, 2.91], [3.53, 1.62, 2.96, 2.53], [2.55, 2.62, 2.74, 4.56], [2.66, 2.86, 5.57, 2.56], [2.32, 2.48, 3.92, 6.62], [5.73, 3.55, 2.43, 2.48], [3.33, 2.48, 4.85, 3.64], [2.59, 2.88, 3.64, 5.82], [2.18, 4.76, 5.72, 2.93], [2.32, 12.8, 5.85, 2.59]]
epoch: 38
loss: 0.9999999914850507
dilation rates: [[1.49, 1.45, 1.57, 1.57], [1.67, 1.47, 1.38, 1.55], [1.62, 1.46, 1.8, 2.84], [3.61, 1.69, 2.96, 2.54], [2.63, 2.66, 2.73, 4.65], [2.66, 2.86, 5.65, 2.51], [2.31, 2.51, 3.98, 6.73], [5.77, 3.57, 2.42, 2.48], [3.34, 2.44, 4.84, 3.67], [2.6, 2.88, 3.7, 5.88], [2.17, 4.79, 5.75, 2.97], [2.37, 12.83, 5.87, 2.6]]
epoch: 39
loss: 0.9999999926096667
dilation rates: [[1.33, 1.34, 1.56, 1.45], [1.62, 1.37, 1.3, 1.49], [1.56, 1.41, 1.81, 2.81], [3.69, 1.67, 2.92, 2.58], [2.61, 2.68, 2.77, 4.68], [2.64, 2.84, 5.7, 2.54], [2.39, 2.51, 4.14, 6.71], [5.81, 3.62, 2.43, 2.46], [3.4, 2.45, 4.86, 3.7], [2.6, 2.88, 3.7, 5.91], [2.21, 4.79, 5.78, 2.94], [2.34, 12.83, 5.91, 2.56]]
epoch: 40
loss: 0.9999999924490073
dilation rates: [[1.5, 1.35, 1.52, 1.46], [1.58, 1.4, 1.31, 1.57], [1.65, 1.49, 1.83, 2.86], [3.66, 1.71, 2.93, 2.6], [2.64, 2.67, 2.79, 4.74], [2.63, 2.86, 5.66, 2.57], [2.36, 2.5, 4.24, 6.82], [5.83, 3.65, 2.42, 2.49], [3.44, 2.46, 4.86, 3.73], [2.6, 2.88, 3.76, 5.89], [2.21, 4.79, 5.8, 3.05], [2.36, 12.88, 5.85, 2.62]]
epoch: 41
loss: 0.9999999924490073
dilation rates: [[1.38, 1.38, 1.57, 1.49], [1.59, 1.38, 1.24, 1.54], [1.61, 1.49, 1.76, 2.81], [3.67, 1.64, 2.89, 2.58], [2.67, 2.69, 2.76, 4.68], [2.63, 2.86, 5.65, 2.54], [2.34, 2.48, 4.33, 6.75], [5.78, 3.65, 2.34, 2.47], [3.49, 2.44, 4.85, 3.75], [2.56, 2.84, 3.74, 5.86], [2.21, 4.83, 5.77, 3.11], [2.31, 12.82, 5.79, 2.51]]
epoch: 42
loss: 0.999999991163732
dilation rates: [[1.27, 1.4, 1.45, 1.48], [1.62, 1.37, 1.26, 1.49], [1.58, 1.45, 1.76, 2.91], [3.71, 1.59, 2.92, 2.58], [2.71, 2.7, 2.84, 4.68], [2.66, 2.89, 5.68, 2.53], [2.37, 2.53, 4.46, 6.84], [5.79, 3.69, 2.39, 2.53], [3.55, 2.44, 4.87, 3.76], [2.55, 2.86, 3.79, 5.94], [2.21, 4.91, 5.79, 3.24], [2.36, 12.88, 5.83, 2.59]]
epoch: 43
loss: 0.9999999914850507
dilation rates: [[1.4, 1.36, 1.61, 1.54], [1.63, 1.43, 1.31, 1.58], [1.59, 1.45, 1.74, 2.83], [3.73, 1.58, 2.96, 2.64], [2.72, 2.76, 2.84, 4.77], [2.64, 2.9, 5.74, 2.56], [2.36, 2.59, 4.52, 6.91], [5.9, 3.7, 2.42, 2.49], [3.62, 2.48, 4.9, 3.8], [2.58, 2.86, 3.81, 5.96], [2.21, 4.91, 5.84, 3.3], [2.4, 12.95, 5.95, 2.67]]
epoch: 44
loss: 0.9999999929309855
dilation rates: [[1.39, 1.3, 1.5, 1.45], [1.65, 1.42, 1.4, 1.49], [1.53, 1.39, 1.8, 2.83], [3.8, 1.62, 2.97, 2.55], [2.72, 2.72, 2.82, 4.7], [2.64, 2.93, 5.76, 2.54], [2.37, 2.55, 4.59, 6.95], [5.94, 3.74, 2.41, 2.51], [3.62, 2.46, 5.0, 3.81], [2.58, 2.87, 3.82, 5.96], [2.23, 4.86, 5.83, 3.34], [2.4, 13.04, 5.85, 2.63]]
epoch: 45
loss: 0.9999999898784565
dilation rates: [[1.47, 1.28, 1.51, 1.48], [1.64, 1.39, 1.33, 1.48], [1.62, 1.44, 1.74, 2.83], [3.75, 1.54, 3.08, 2.59], [2.74, 2.68, 2.78, 4.69], [2.64, 2.91, 5.84, 2.53], [2.42, 2.53, 4.58, 6.92], [5.91, 3.76, 2.43, 2.52], [3.61, 2.45, 4.93, 3.84], [2.59, 2.89, 3.82, 5.93], [2.2, 4.9, 5.86, 3.4], [2.32, 13.56, 5.87, 2.63]]
epoch: 46
loss: 0.9999999922883478
dilation rates: [[1.38, 1.33, 1.58, 1.53], [1.57, 1.45, 1.27, 1.56], [1.49, 1.41, 1.83, 2.82], [3.75, 1.56, 3.34, 2.52], [2.67, 2.68, 2.77, 4.73], [2.64, 2.86, 5.79, 2.52], [2.39, 2.51, 4.6, 6.93], [5.91, 3.72, 2.39, 2.48], [3.61, 2.45, 4.89, 3.82], [2.53, 2.87, 3.8, 5.93], [2.23, 4.88, 5.87, 3.41], [2.33, 13.6, 5.85, 2.53]]
epoch: 47
loss: 0.999999991163732
dilation rates: [[1.42, 1.46, 1.51, 1.55], [1.6, 1.27, 1.29, 1.52], [1.57, 1.36, 1.88, 2.91], [3.78, 1.6, 3.46, 2.6], [2.66, 2.73, 2.82, 4.81], [2.66, 2.92, 5.84, 2.53], [2.39, 2.54, 4.67, 6.99], [5.92, 3.76, 2.42, 2.48], [3.64, 2.49, 4.94, 3.89], [2.51, 2.91, 3.83, 5.9], [2.2, 4.93, 5.9, 3.49], [2.43, 13.59, 5.91, 2.55]]
epoch: 48
loss: 0.9999999932523044
dilation rates: [[1.4, 1.33, 1.54, 1.55], [1.62, 1.39, 1.24, 1.47], [1.55, 1.37, 1.84, 2.84], [3.73, 1.52, 3.52, 2.57], [2.62, 2.75, 2.85, 4.76], [2.63, 2.93, 5.8, 2.54], [2.34, 2.48, 4.69, 7.25], [5.93, 3.74, 2.39, 2.48], [3.63, 2.45, 4.91, 3.83], [2.51, 2.89, 3.85, 5.94], [2.16, 4.9, 5.92, 3.51], [2.38, 13.63, 5.83, 2.54]]
epoch: 49
loss: 0.9999999901997754
dilation rates: [[1.45, 1.25, 1.51, 1.51], [1.65, 1.4, 1.3, 1.53], [1.55, 1.35, 1.83, 2.89], [3.8, 1.5, 3.56, 2.56], [2.62, 2.76, 2.84, 4.8], [2.63, 2.92, 5.79, 2.55], [2.36, 2.55, 4.74, 7.45], [5.89, 3.77, 2.37, 2.51], [3.66, 2.45, 4.93, 3.85], [2.5, 2.89, 3.86, 5.94], [2.2, 4.94, 5.92, 3.57], [2.39, 13.7, 6.26, 2.58]]
IOU: [96.67, 74.39, 87.05, 33.81, 39.37, 46.84, 41.47, 57.35, 89.38, 51.25, 92.77, 64.98, 33.3, 89.13, 16.09, 41.28, 6.31, 12.85, 61.82]
mIOU: 54.53, mIOU_reduced: 60.78, accuracy: 93.0
epoch: 50
loss: 0.999999991163732
dilation rates: [[1.45, 1.37, 1.53, 1.52], [1.73, 1.37, 1.34, 1.49], [1.52, 1.33, 1.84, 2.83], [3.76, 1.59, 3.6, 2.61], [2.64, 2.7, 2.83, 4.78], [2.64, 2.88, 5.83, 2.53], [2.39, 2.56, 4.76, 7.57], [5.9, 3.79, 2.4, 2.5], [3.66, 2.44, 4.96, 3.86], [2.51, 2.87, 3.88, 5.94], [2.22, 4.96, 5.93, 3.57], [2.32, 13.74, 6.45, 2.55]]
epoch: 51
loss: 0.9999999938949421
dilation rates: [[1.45, 1.38, 1.6, 1.49], [1.71, 1.39, 1.33, 1.56], [1.6, 1.38, 1.8, 2.9], [3.79, 1.56, 3.7, 2.69], [2.72, 2.71, 2.89, 4.82], [2.66, 2.89, 5.85, 2.54], [2.43, 2.54, 4.73, 7.65], [5.95, 3.85, 2.4, 2.48], [3.7, 2.48, 4.97, 3.93], [2.49, 2.88, 3.89, 6.06], [2.23, 5.09, 5.95, 3.62], [2.41, 13.82, 6.61, 2.59]]
epoch: 52
loss: 0.9999999916457102
dilation rates: [[1.33, 1.39, 1.51, 1.5], [1.55, 1.41, 1.28, 1.49], [1.54, 1.4, 1.73, 2.78], [3.74, 1.56, 3.57, 2.58], [2.72, 2.67, 2.83, 4.78], [2.65, 2.91, 5.88, 2.55], [2.37, 2.51, 4.7, 7.69], [5.95, 3.83, 2.42, 2.48], [3.7, 2.47, 4.97, 3.89], [2.51, 2.85, 3.91, 6.18], [2.23, 5.19, 5.96, 3.62], [2.39, 13.77, 6.61, 2.55]]
epoch: 53
loss: 0.9999999927703261
dilation rates: [[1.44, 1.39, 1.56, 1.41], [1.66, 1.3, 1.35, 1.49], [1.63, 1.53, 1.81, 2.79], [3.8, 1.56, 3.54, 2.52], [2.69, 2.68, 2.81, 4.79], [2.61, 2.93, 5.83, 2.53], [2.37, 2.59, 4.73, 7.8], [5.98, 3.85, 2.43, 2.5], [3.74, 2.51, 5.11, 3.95], [2.52, 2.85, 3.93, 6.41], [2.23, 5.28, 5.95, 3.65], [2.37, 13.81, 6.66, 2.54]]
epoch: 54
loss: 0.9999999906817536
dilation rates: [[1.34, 1.38, 1.55, 1.48], [1.66, 1.28, 1.36, 1.55], [1.55, 1.45, 1.8, 2.82], [3.82, 1.54, 3.62, 2.63], [2.66, 2.7, 2.8, 4.86], [2.63, 2.89, 5.85, 2.58], [2.34, 2.53, 4.77, 7.84], [5.93, 3.84, 2.44, 2.5], [3.72, 2.49, 5.25, 3.93], [2.52, 2.87, 3.96, 6.54], [2.21, 5.38, 5.97, 3.66], [2.37, 13.78, 6.64, 2.59]]
epoch: 55
loss: 0.999999991163732
dilation rates: [[1.53, 1.34, 1.57, 1.45], [1.67, 1.3, 1.31, 1.51], [1.53, 1.42, 1.77, 2.82], [3.85, 1.53, 3.64, 2.64], [2.66, 2.71, 2.76, 4.82], [2.67, 2.88, 5.86, 2.57], [2.41, 2.57, 4.77, 7.87], [5.89, 3.85, 2.41, 2.51], [3.73, 2.5, 5.36, 3.96], [2.56, 2.87, 3.95, 6.61], [2.2, 5.45, 6.08, 3.68], [2.41, 13.85, 6.62, 2.53]]
epoch: 56
loss: 0.9999999916457102
dilation rates: [[1.45, 1.36, 1.57, 1.42], [1.56, 1.37, 1.37, 1.47], [1.52, 1.36, 1.79, 2.85], [3.85, 1.54, 3.59, 2.63], [2.65, 2.7, 2.79, 4.83], [2.66, 2.88, 5.85, 2.56], [2.41, 2.48, 4.77, 7.97], [5.9, 3.84, 2.43, 2.5], [3.75, 2.49, 5.44, 3.9], [2.54, 2.82, 3.93, 6.68], [2.19, 5.43, 6.21, 3.7], [2.42, 13.8, 6.6, 2.54]]
epoch: 57
loss: 0.9999999926096667
dilation rates: [[1.41, 1.4, 1.55, 1.38], [1.57, 1.4, 1.33, 1.53], [1.57, 1.39, 1.75, 2.87], [3.72, 1.48, 3.61, 2.57], [2.65, 2.72, 2.8, 4.82], [2.67, 2.9, 5.8, 2.57], [2.37, 2.49, 4.81, 7.93], [5.9, 3.86, 2.41, 2.5], [3.78, 2.49, 5.47, 3.92], [2.55, 2.84, 3.95, 6.73], [2.23, 5.45, 6.32, 3.69], [2.4, 13.75, 6.6, 2.56]]
epoch: 58
loss: 0.9999999922883478
dilation rates: [[1.46, 1.45, 1.54, 1.52], [1.72, 1.3, 1.32, 1.44], [1.62, 1.35, 1.86, 2.89], [3.75, 1.49, 3.68, 2.62], [2.68, 2.76, 2.84, 4.87], [2.68, 2.94, 5.82, 2.59], [2.42, 2.48, 4.78, 8.13], [5.89, 3.91, 2.45, 2.51], [3.81, 2.51, 5.57, 3.89], [2.56, 2.88, 3.97, 6.81], [2.28, 5.47, 6.48, 3.7], [2.39, 13.8, 6.67, 2.54]]
epoch: 59
loss: 0.9999999905210942
dilation rates: [[1.46, 1.42, 1.6, 1.52], [1.66, 1.3, 1.38, 1.53], [1.57, 1.42, 1.82, 2.9], [3.79, 1.52, 3.8, 2.59], [2.72, 2.77, 2.84, 4.85], [2.65, 2.91, 5.84, 2.59], [2.42, 2.56, 4.8, 8.35], [5.89, 3.92, 2.45, 2.52], [3.8, 2.49, 5.58, 3.88], [2.55, 2.86, 3.96, 6.78], [2.24, 5.52, 6.52, 3.74], [2.4, 13.72, 6.66, 2.54]]
epoch: 60
loss: 0.999999991967029
dilation rates: [[1.43, 1.39, 1.51, 1.43], [1.55, 1.36, 1.3, 1.53], [1.52, 1.4, 1.71, 2.84], [3.81, 1.41, 3.75, 2.56], [2.66, 2.82, 2.79, 4.85], [2.7, 2.94, 5.82, 2.61], [2.35, 2.52, 4.83, 8.53], [5.85, 3.91, 2.42, 2.47], [3.79, 2.47, 5.59, 3.91], [2.51, 2.9, 3.96, 6.78], [2.26, 5.49, 6.6, 3.73], [2.43, 13.81, 6.69, 2.58]]
epoch: 61
loss: 0.9999999918063696
dilation rates: [[1.3, 1.48, 1.57, 1.54], [1.57, 1.36, 1.23, 1.47], [1.5, 1.29, 1.71, 2.84], [3.86, 1.48, 3.73, 2.59], [2.62, 2.77, 2.79, 4.84], [2.63, 2.92, 5.8, 2.58], [2.37, 2.5, 4.83, 8.62], [5.92, 3.88, 2.4, 2.47], [3.82, 2.46, 5.64, 3.93], [2.52, 2.92, 4.0, 6.84], [2.21, 5.55, 6.66, 3.73], [2.37, 13.82, 6.69, 2.49]]
epoch: 62
loss: 0.9999999908424131
dilation rates: [[1.34, 1.41, 1.49, 1.47], [1.61, 1.2, 1.24, 1.5], [1.54, 1.41, 1.82, 2.9], [3.78, 1.46, 3.76, 2.61], [2.64, 2.8, 2.83, 4.82], [2.68, 2.89, 5.79, 2.56], [2.41, 2.5, 4.84, 8.62], [5.93, 3.92, 2.44, 2.47], [3.83, 2.5, 5.69, 3.93], [2.51, 2.91, 4.11, 6.87], [2.25, 5.56, 6.68, 3.8], [2.4, 13.81, 6.68, 2.56]]
epoch: 63
loss: 0.999999990039116
dilation rates: [[1.39, 1.46, 1.69, 1.51], [1.74, 1.3, 1.33, 1.53], [1.53, 1.37, 1.77, 2.82], [3.75, 1.43, 3.74, 2.55], [2.64, 2.79, 2.82, 4.85], [2.65, 2.87, 5.84, 2.6], [2.42, 2.46, 4.83, 8.62], [5.94, 3.91, 2.42, 2.46], [3.85, 2.45, 5.66, 3.91], [2.49, 2.87, 4.28, 6.85], [2.19, 5.52, 6.68, 3.8], [2.41, 13.78, 6.68, 2.57]]
epoch: 64
loss: 0.9999999895571378
dilation rates: [[1.36, 1.43, 1.61, 1.5], [1.59, 1.26, 1.34, 1.52], [1.55, 1.38, 1.82, 2.96], [3.85, 1.48, 3.72, 2.65], [2.72, 2.73, 2.82, 4.88], [2.61, 2.86, 5.9, 2.58], [2.43, 2.49, 4.85, 8.67], [5.9, 3.93, 2.43, 2.49], [3.87, 2.46, 5.69, 3.93], [2.51, 2.84, 4.36, 6.93], [2.24, 5.55, 6.74, 3.8], [2.41, 13.82, 6.68, 2.51]]
epoch: 65
loss: 0.9999999901997754
dilation rates: [[1.44, 1.3, 1.65, 1.5], [1.54, 1.32, 1.37, 1.4], [1.54, 1.32, 1.68, 2.97], [3.9, 1.45, 3.76, 2.6], [2.65, 2.68, 2.75, 4.87], [2.64, 2.85, 5.91, 2.56], [2.41, 2.47, 4.84, 8.73], [5.89, 3.93, 2.43, 2.49], [3.88, 2.44, 5.71, 3.92], [2.53, 2.89, 4.42, 6.94], [2.27, 5.55, 6.81, 3.81], [2.44, 13.86, 6.62, 2.54]]
epoch: 66
loss: 0.9999999901997754
dilation rates: [[1.46, 1.53, 1.61, 1.56], [1.61, 1.41, 1.31, 1.53], [1.54, 1.34, 1.75, 3.0], [3.83, 1.42, 3.75, 2.54], [2.64, 2.72, 2.78, 4.89], [2.63, 2.85, 5.93, 2.62], [2.43, 2.42, 4.83, 8.79], [5.94, 3.89, 2.39, 2.54], [3.88, 2.46, 5.74, 3.9], [2.51, 2.85, 4.49, 6.95], [2.26, 5.58, 6.83, 3.82], [2.36, 13.81, 6.67, 2.54]]
epoch: 67
loss: 0.9999999910030725
dilation rates: [[1.4, 1.32, 1.62, 1.43], [1.54, 1.31, 1.34, 1.46], [1.41, 1.38, 1.72, 3.23], [3.8, 1.41, 3.75, 2.61], [2.65, 2.74, 2.79, 4.9], [2.65, 2.89, 5.93, 2.55], [2.45, 2.45, 4.9, 8.82], [5.95, 3.93, 2.36, 2.5], [3.91, 2.43, 5.73, 3.95], [2.5, 2.84, 4.51, 6.95], [2.24, 5.62, 6.83, 3.81], [2.39, 13.82, 6.74, 2.51]]
epoch: 68
loss: 0.9999999914850507
dilation rates: [[1.46, 1.37, 1.62, 1.54], [1.51, 1.36, 1.28, 1.54], [1.5, 1.39, 1.77, 3.29], [3.73, 1.4, 3.75, 2.58], [2.63, 2.72, 2.76, 4.88], [2.73, 2.87, 5.9, 2.55], [2.35, 2.45, 4.88, 8.83], [5.95, 3.95, 2.38, 2.48], [3.9, 2.45, 5.71, 3.94], [2.49, 2.85, 4.52, 6.92], [2.27, 5.62, 6.88, 3.83], [2.42, 13.72, 6.7, 2.55]]
epoch: 69
loss: 0.9999999924490073
dilation rates: [[1.32, 1.48, 1.67, 1.63], [1.53, 1.36, 1.26, 1.44], [1.44, 1.39, 1.8, 3.44], [3.69, 1.48, 3.71, 2.59], [2.62, 2.71, 2.78, 4.92], [2.68, 2.85, 5.9, 2.55], [2.32, 2.5, 4.83, 8.78], [5.9, 3.9, 2.41, 2.45], [3.87, 2.4, 5.66, 3.92], [2.48, 2.84, 4.54, 6.94], [2.18, 5.64, 6.88, 3.87], [2.47, 13.79, 6.73, 2.51]]
epoch: 70
loss: 0.999999990039116
dilation rates: [[1.44, 1.37, 1.62, 1.57], [1.6, 1.35, 1.33, 1.52], [1.5, 1.47, 1.76, 3.52], [3.82, 1.4, 3.72, 2.67], [2.71, 2.74, 2.83, 4.91], [2.65, 2.96, 5.9, 2.6], [2.37, 2.54, 4.87, 8.79], [6.06, 3.92, 2.46, 2.51], [3.9, 2.48, 5.69, 3.93], [2.48, 2.88, 4.55, 6.94], [2.28, 5.61, 6.9, 3.88], [2.39, 13.79, 6.7, 2.49]]
epoch: 71
loss: 0.9999999930916449
dilation rates: [[1.39, 1.4, 1.54, 1.48], [1.61, 1.43, 1.29, 1.46], [1.47, 1.35, 1.85, 3.47], [3.79, 1.44, 3.74, 2.62], [2.65, 2.69, 2.75, 4.89], [2.61, 2.91, 5.87, 2.59], [2.36, 2.43, 4.89, 8.84], [6.26, 3.91, 2.44, 2.5], [3.94, 2.44, 5.74, 3.95], [2.48, 2.84, 4.55, 6.94], [2.23, 5.63, 6.88, 3.88], [2.37, 13.82, 6.7, 2.53]]
epoch: 72
loss: 0.9999999901997754
dilation rates: [[1.49, 1.29, 1.56, 1.47], [1.63, 1.37, 1.32, 1.49], [1.51, 1.39, 1.83, 3.43], [3.8, 1.46, 3.76, 2.55], [2.68, 2.63, 2.75, 4.86], [2.69, 2.93, 5.91, 2.56], [2.32, 2.47, 4.84, 8.93], [6.35, 3.93, 2.39, 2.46], [3.93, 2.43, 5.71, 3.97], [2.46, 2.86, 4.61, 6.96], [2.19, 5.64, 6.95, 3.91], [2.45, 13.79, 6.69, 2.5]]
epoch: 73
loss: 0.9999999910030725
dilation rates: [[1.42, 1.3, 1.57, 1.4], [1.55, 1.37, 1.3, 1.51], [1.51, 1.35, 1.9, 3.52], [3.77, 1.35, 3.79, 2.54], [2.67, 2.65, 2.73, 4.87], [2.7, 2.9, 5.91, 2.57], [2.39, 2.56, 4.89, 8.92], [6.42, 3.9, 2.38, 2.48], [3.94, 2.41, 5.72, 4.09], [2.45, 2.87, 4.61, 6.94], [2.18, 5.63, 7.0, 3.9], [2.43, 13.73, 6.65, 2.55]]
epoch: 74
loss: 0.9999999905210942
dilation rates: [[1.42, 1.36, 1.57, 1.5], [1.55, 1.41, 1.31, 1.49], [1.5, 1.32, 1.79, 3.49], [3.85, 1.45, 3.83, 2.57], [2.7, 2.68, 2.78, 4.89], [2.72, 2.88, 5.87, 2.59], [2.41, 2.52, 4.83, 8.9], [6.5, 3.95, 2.41, 2.45], [3.93, 2.46, 5.75, 4.17], [2.46, 2.84, 4.61, 7.11], [2.26, 5.66, 7.19, 3.93], [2.42, 13.76, 6.7, 2.48]]
IOU: [96.93, 77.52, 88.69, 31.25, 46.07, 53.6, 43.93, 65.09, 90.25, 50.7, 93.68, 71.2, 46.06, 91.53, 54.25, 69.2, 61.7, 26.51, 63.21]
mIOU: 64.28, mIOU_reduced: 64.76, accuracy: 93.99
epoch: 75
loss: 0.9999999901997754
dilation rates: [[1.44, 1.38, 1.54, 1.57], [1.67, 1.38, 1.26, 1.51], [1.54, 1.31, 1.76, 3.52], [3.69, 1.51, 3.77, 2.57], [2.68, 2.7, 2.76, 4.92], [2.71, 2.88, 5.88, 2.58], [2.44, 2.49, 4.82, 8.92], [6.56, 3.92, 2.4, 2.51], [3.96, 2.47, 5.78, 4.22], [2.47, 2.81, 4.6, 7.35], [2.27, 5.69, 7.35, 3.92], [2.38, 13.81, 6.7, 2.53]]
epoch: 76
loss: 0.9999999897177971
dilation rates: [[1.33, 1.43, 1.54, 1.62], [1.61, 1.35, 1.22, 1.49], [1.44, 1.33, 1.8, 3.43], [3.69, 1.41, 3.8, 2.64], [2.69, 2.77, 2.79, 4.96], [2.69, 2.86, 5.93, 2.57], [2.47, 2.57, 4.86, 8.92], [6.61, 3.93, 2.43, 2.56], [3.98, 2.53, 5.72, 4.32], [2.45, 2.82, 4.63, 7.46], [2.29, 5.71, 7.44, 3.93], [2.39, 13.72, 6.7, 2.56]]
epoch: 77
loss: 0.9999999895571378
dilation rates: [[1.27, 1.37, 1.48, 1.57], [1.65, 1.24, 1.22, 1.51], [1.52, 1.39, 1.73, 3.53], [3.72, 1.39, 3.8, 2.69], [2.67, 2.8, 2.85, 4.9], [2.66, 2.85, 5.89, 2.59], [2.43, 2.51, 4.89, 8.97], [6.62, 3.92, 2.37, 2.53], [3.92, 2.53, 5.71, 4.42], [2.44, 2.82, 4.64, 7.59], [2.29, 5.71, 7.55, 3.97], [2.41, 13.76, 6.71, 2.53]]
epoch: 78
loss: 0.9999999913243913
dilation rates: [[1.47, 1.53, 1.47, 1.55], [1.61, 1.31, 1.29, 1.57], [1.47, 1.33, 1.7, 3.56], [3.78, 1.53, 3.79, 2.7], [2.64, 2.7, 2.85, 4.95], [2.6, 2.87, 5.94, 2.59], [2.39, 2.53, 4.86, 9.14], [6.7, 3.91, 2.41, 2.49], [3.92, 2.53, 5.72, 4.4], [2.52, 2.84, 4.66, 7.64], [2.26, 5.74, 7.65, 3.93], [2.43, 13.8, 6.74, 2.53]]
epoch: 79
loss: 0.9999999924490073
dilation rates: [[1.41, 1.34, 1.57, 1.49], [1.6, 1.28, 1.32, 1.47], [1.42, 1.24, 1.62, 3.57], [3.8, 1.4, 3.83, 2.66], [2.58, 2.63, 2.82, 4.9], [2.61, 2.87, 5.95, 2.51], [2.43, 2.47, 4.94, 9.37], [6.66, 3.95, 2.4, 2.5], [3.94, 2.49, 5.77, 4.47], [2.51, 2.84, 4.71, 7.69], [2.23, 5.72, 7.69, 3.92], [2.42, 13.8, 6.71, 2.52]]
epoch: 80
loss: 0.9999999905210942
dilation rates: [[1.39, 1.38, 1.53, 1.49], [1.68, 1.32, 1.35, 1.49], [1.44, 1.28, 1.7, 3.57], [3.82, 1.41, 3.77, 2.64], [2.66, 2.69, 2.81, 4.92], [2.62, 2.87, 5.9, 2.56], [2.45, 2.52, 4.89, 9.5], [6.64, 3.94, 2.42, 2.56], [3.95, 2.47, 5.78, 4.47], [2.53, 2.87, 4.66, 7.72], [2.26, 5.72, 7.72, 4.0], [2.44, 13.86, 6.75, 2.55]]
epoch: 81
loss: 0.999999991967029
dilation rates: [[1.37, 1.33, 1.59, 1.5], [1.61, 1.24, 1.28, 1.47], [1.45, 1.36, 1.8, 3.51], [3.86, 1.38, 3.86, 2.59], [2.63, 2.74, 2.83, 4.97], [2.63, 2.83, 5.94, 2.48], [2.37, 2.49, 4.94, 9.64], [6.72, 4.06, 2.39, 2.51], [3.99, 2.44, 5.79, 4.49], [2.52, 2.82, 4.71, 7.81], [2.22, 5.72, 7.76, 3.99], [2.41, 13.82, 6.73, 2.52]]
epoch: 82
loss: 0.9999999922883478
dilation rates: [[1.42, 1.47, 1.71, 1.56], [1.61, 1.32, 1.31, 1.54], [1.5, 1.44, 1.88, 3.52], [3.87, 1.45, 3.9, 2.53], [2.68, 2.71, 2.84, 4.94], [2.71, 2.83, 5.96, 2.52], [2.38, 2.56, 4.94, 9.67], [6.74, 4.2, 2.43, 2.55], [3.98, 2.46, 5.84, 4.56], [2.48, 2.85, 4.78, 7.83], [2.26, 5.79, 7.82, 3.96], [2.46, 13.89, 6.76, 2.5]]
epoch: 83
loss: 0.999999991967029
dilation rates: [[1.41, 1.29, 1.46, 1.42], [1.56, 1.37, 1.24, 1.43], [1.4, 1.29, 1.75, 3.49], [3.79, 1.39, 3.86, 2.56], [2.61, 2.69, 2.84, 4.87], [2.64, 2.83, 5.89, 2.42], [2.36, 2.54, 4.94, 9.63], [6.72, 4.24, 2.45, 2.55], [3.95, 2.43, 5.82, 4.5], [2.45, 2.8, 4.77, 7.84], [2.3, 5.74, 7.82, 3.97], [2.4, 13.79, 6.67, 2.55]]
epoch: 84
loss: 0.9999999898784565
dilation rates: [[1.43, 1.43, 1.6, 1.51], [1.57, 1.37, 1.3, 1.53], [1.38, 1.39, 1.74, 3.6], [3.79, 1.35, 3.86, 2.55], [2.65, 2.7, 2.84, 4.88], [2.69, 2.84, 5.94, 2.52], [2.35, 2.56, 4.85, 9.59], [6.73, 4.3, 2.41, 2.55], [3.96, 2.42, 5.82, 4.53], [2.53, 2.82, 4.78, 7.86], [2.22, 5.71, 7.83, 3.98], [2.37, 13.75, 6.63, 2.52]]
epoch: 85
loss: 0.9999999918063696
dilation rates: [[1.38, 1.4, 1.54, 1.45], [1.54, 1.36, 1.34, 1.45], [1.4, 1.33, 1.77, 3.69], [3.8, 1.39, 3.82, 2.55], [2.69, 2.71, 2.85, 4.93], [2.69, 2.81, 5.95, 2.5], [2.37, 2.57, 4.96, 9.65], [6.75, 4.37, 2.47, 2.59], [3.99, 2.44, 5.8, 4.54], [2.51, 2.85, 4.76, 7.85], [2.29, 5.72, 7.8, 3.94], [2.43, 13.72, 6.74, 2.55]]
epoch: 86
loss: 0.9999999930916449
dilation rates: [[1.27, 1.46, 1.48, 1.4], [1.56, 1.32, 1.24, 1.43], [1.55, 1.26, 1.76, 3.54], [3.74, 1.27, 3.76, 2.51], [2.62, 2.69, 2.76, 4.98], [2.63, 2.78, 6.01, 2.53], [2.35, 2.5, 4.87, 9.7], [6.75, 4.41, 2.43, 2.56], [3.97, 2.43, 5.85, 4.57], [2.5, 2.76, 4.74, 7.85], [2.25, 5.73, 7.74, 3.95], [2.4, 13.75, 6.67, 2.51]]
epoch: 87
loss: 0.9999999903604349
dilation rates: [[1.3, 1.39, 1.57, 1.46], [1.57, 1.31, 1.24, 1.55], [1.51, 1.2, 1.78, 3.63], [3.8, 1.37, 3.76, 2.61], [2.58, 2.69, 2.73, 4.91], [2.6, 2.77, 6.16, 2.55], [2.4, 2.47, 4.88, 9.7], [6.74, 4.42, 2.44, 2.51], [3.89, 2.44, 5.81, 4.58], [2.47, 2.77, 4.7, 7.85], [2.27, 5.71, 7.78, 3.97], [2.39, 13.7, 6.67, 2.46]]
epoch: 88
loss: 0.9999999897177971
dilation rates: [[1.38, 1.37, 1.46, 1.47], [1.58, 1.38, 1.24, 1.45], [1.39, 1.31, 1.75, 3.56], [3.74, 1.31, 3.78, 2.55], [2.56, 2.72, 2.71, 4.88], [2.54, 2.79, 6.34, 2.52], [2.42, 2.43, 4.88, 9.8], [6.79, 4.44, 2.43, 2.5], [3.87, 2.44, 5.81, 4.6], [2.42, 2.8, 4.72, 7.86], [2.28, 5.73, 7.85, 3.97], [2.43, 13.73, 6.66, 2.54]]
epoch: 89
loss: 0.999999991967029
dilation rates: [[1.41, 1.31, 1.58, 1.49], [1.56, 1.36, 1.31, 1.49], [1.41, 1.37, 1.74, 3.55], [3.78, 1.34, 3.81, 2.64], [2.61, 2.72, 2.71, 4.96], [2.64, 2.83, 6.45, 2.57], [2.45, 2.44, 4.87, 9.79], [6.75, 4.49, 2.45, 2.57], [3.91, 2.52, 5.81, 4.65], [2.49, 2.83, 4.73, 7.91], [2.3, 5.7, 7.87, 3.98], [2.39, 13.85, 6.68, 2.52]]
epoch: 90
loss: 0.9999999921276884
dilation rates: [[1.44, 1.45, 1.66, 1.5], [1.52, 1.36, 1.28, 1.45], [1.44, 1.35, 1.78, 3.73], [3.8, 1.26, 3.84, 2.6], [2.64, 2.71, 2.73, 5.25], [2.58, 2.85, 6.49, 2.54], [2.44, 2.48, 4.9, 9.79], [6.76, 4.51, 2.4, 2.58], [3.93, 2.45, 5.85, 4.66], [2.48, 2.83, 4.72, 7.92], [2.25, 5.72, 7.86, 3.94], [2.43, 13.73, 6.76, 2.54]]
epoch: 91
loss: 0.9999999927703261
dilation rates: [[1.34, 1.47, 1.45, 1.51], [1.62, 1.26, 1.29, 1.53], [1.35, 1.36, 1.83, 3.56], [3.81, 1.39, 3.77, 2.6], [2.64, 2.75, 2.81, 5.44], [2.61, 2.89, 6.59, 2.55], [2.45, 2.53, 4.83, 9.79], [6.73, 4.54, 2.41, 2.54], [3.92, 2.42, 5.85, 4.67], [2.46, 2.84, 4.72, 7.91], [2.25, 5.75, 7.84, 3.9], [2.42, 13.84, 6.69, 2.48]]
epoch: 92
loss: 0.9999999895571378
dilation rates: [[1.4, 1.42, 1.55, 1.57], [1.51, 1.34, 1.29, 1.33], [1.46, 1.34, 1.84, 3.56], [3.68, 1.35, 3.71, 2.61], [2.63, 2.68, 2.78, 5.46], [2.63, 2.84, 6.6, 2.54], [2.38, 2.51, 4.93, 9.82], [6.79, 4.55, 2.37, 2.52], [3.93, 2.47, 5.81, 4.67], [2.48, 2.84, 4.74, 7.86], [2.25, 5.72, 7.86, 3.9], [2.44, 13.76, 6.75, 2.5]]
epoch: 93
loss: 0.9999999910030725
dilation rates: [[1.5, 1.49, 1.55, 1.47], [1.58, 1.34, 1.34, 1.46], [1.49, 1.33, 1.81, 3.55], [3.71, 1.32, 3.77, 2.65], [2.64, 2.7, 2.77, 5.52], [2.64, 2.83, 6.6, 2.56], [2.44, 2.56, 4.91, 9.8], [6.78, 4.55, 2.38, 2.55], [3.95, 2.48, 5.85, 4.69], [2.48, 2.81, 4.75, 7.93], [2.31, 5.72, 7.92, 3.95], [2.4, 13.8, 6.68, 2.5]]
epoch: 94
loss: 0.9999999906817536
dilation rates: [[1.51, 1.57, 1.63, 1.34], [1.56, 1.36, 1.24, 1.42], [1.36, 1.23, 1.82, 3.58], [3.85, 1.24, 3.78, 2.67], [2.63, 2.75, 2.75, 5.49], [2.66, 2.8, 6.59, 2.59], [2.42, 2.51, 4.88, 9.8], [6.73, 4.55, 2.4, 2.56], [3.94, 2.44, 5.85, 4.65], [2.47, 2.75, 4.7, 7.88], [2.21, 5.7, 7.91, 3.97], [2.43, 13.76, 6.65, 2.46]]
epoch: 95
loss: 0.9999999908424131
dilation rates: [[1.52, 1.42, 1.61, 1.61], [1.56, 1.41, 1.28, 1.55], [1.5, 1.28, 1.88, 3.5], [3.79, 1.38, 3.73, 2.64], [2.69, 2.76, 2.75, 5.44], [2.62, 2.88, 6.62, 2.57], [2.42, 2.57, 4.88, 9.76], [6.73, 4.58, 2.36, 2.58], [3.95, 2.43, 5.82, 4.63], [2.48, 2.85, 4.72, 7.87], [2.29, 5.71, 8.07, 3.93], [2.42, 13.82, 6.76, 2.49]]
epoch: 96
loss: 0.9999999913243913
dilation rates: [[1.47, 1.48, 1.56, 1.47], [1.61, 1.36, 1.26, 1.59], [1.5, 1.24, 1.79, 3.57], [3.84, 1.29, 3.82, 2.64], [2.65, 2.74, 2.78, 5.46], [2.65, 2.87, 6.66, 2.58], [2.41, 2.51, 4.87, 9.83], [6.77, 4.6, 2.35, 2.57], [3.98, 2.41, 5.82, 4.65], [2.46, 2.85, 4.73, 7.92], [2.28, 5.74, 8.2, 3.97], [2.45, 13.82, 6.7, 2.47]]
epoch: 97
loss: 0.9999999908424131
dilation rates: [[1.4, 1.35, 1.53, 1.65], [1.56, 1.35, 1.3, 1.47], [1.44, 1.24, 1.74, 3.63], [3.9, 1.31, 3.76, 2.66], [2.62, 2.78, 2.77, 5.59], [2.6, 2.87, 6.71, 2.58], [2.45, 2.57, 4.92, 9.85], [6.81, 4.62, 2.32, 2.6], [3.98, 2.44, 5.85, 4.65], [2.49, 2.86, 4.74, 7.99], [2.27, 5.76, 8.27, 3.99], [2.46, 13.84, 6.67, 2.53]]
epoch: 98
loss: 0.9999999895571378
dilation rates: [[1.32, 1.46, 1.58, 1.49], [1.65, 1.35, 1.27, 1.46], [1.4, 1.37, 1.74, 3.72], [3.82, 1.32, 3.84, 2.72], [2.63, 2.8, 2.75, 5.65], [2.7, 2.93, 6.74, 2.54], [2.44, 2.53, 4.98, 9.79], [6.83, 4.67, 2.39, 2.59], [4.05, 2.49, 5.85, 4.71], [2.5, 2.9, 4.84, 8.26], [2.2, 5.76, 8.43, 4.18], [2.46, 13.84, 6.65, 2.52]]
epoch: 99
loss: 0.9999999916457102
dilation rates: [[1.4, 1.44, 1.59, 1.59], [1.6, 1.4, 1.35, 1.54], [1.54, 1.36, 1.84, 3.72], [3.89, 1.37, 3.83, 2.69], [2.63, 2.71, 2.77, 5.7], [2.71, 2.87, 6.75, 2.53], [2.43, 2.49, 5.08, 9.86], [6.8, 4.68, 2.36, 2.55], [4.1, 2.45, 5.88, 4.71], [2.49, 2.85, 4.79, 8.32], [2.25, 5.75, 8.52, 4.26], [2.45, 13.83, 6.69, 2.52]]
IOU: [97.26, 78.69, 88.44, 41.98, 45.02, 54.46, 50.99, 57.26, 90.76, 57.16, 92.1, 67.16, 41.67, 91.5, 40.18, 67.21, 55.55, 30.12, 63.91]
mIOU: 63.76, mIOU_reduced: 65.53, accuracy: 93.99
epoch: 100
loss: 0.9999999887538407
dilation rates: [[1.53, 1.41, 1.66, 1.52], [1.54, 1.34, 1.25, 1.56], [1.54, 1.29, 1.79, 3.79], [3.88, 1.27, 3.81, 2.63], [2.61, 2.74, 2.78, 5.73], [2.72, 2.83, 6.75, 2.61], [2.41, 2.54, 5.26, 9.87], [6.82, 4.66, 2.36, 2.57], [4.22, 2.51, 5.9, 4.72], [2.52, 2.86, 4.82, 8.49], [2.23, 5.79, 8.57, 4.38], [2.45, 13.86, 6.71, 2.52]]
epoch: 101
loss: 0.9999999913243913
dilation rates: [[1.34, 1.32, 1.53, 1.52], [1.58, 1.33, 1.25, 1.55], [1.5, 1.29, 1.83, 3.71], [3.8, 1.24, 3.79, 2.59], [2.63, 2.71, 2.82, 5.66], [2.67, 2.86, 6.7, 2.62], [2.45, 2.52, 5.3, 9.89], [6.82, 4.68, 2.38, 2.58], [4.28, 2.48, 5.86, 4.71], [2.47, 2.87, 4.81, 8.58], [2.31, 5.79, 8.64, 4.4], [2.45, 13.83, 6.76, 2.48]]
epoch: 102
loss: 0.9999999905210942
dilation rates: [[1.4, 1.36, 1.56, 1.66], [1.54, 1.33, 1.29, 1.48], [1.37, 1.29, 1.83, 3.67], [3.78, 1.29, 3.82, 2.67], [2.61, 2.69, 2.77, 5.61], [2.67, 2.84, 6.7, 2.57], [2.37, 2.51, 5.41, 9.85], [6.82, 4.67, 2.32, 2.54], [4.31, 2.47, 5.87, 4.69], [2.46, 2.84, 4.76, 8.62], [2.21, 5.78, 8.71, 4.43], [2.44, 13.8, 6.74, 2.5]]
epoch: 103
loss: 0.9999999926096667
dilation rates: [[1.49, 1.4, 1.55, 1.61], [1.57, 1.41, 1.22, 1.48], [1.34, 1.29, 1.8, 3.73], [3.84, 1.35, 3.86, 2.73], [2.6, 2.7, 2.76, 5.63], [2.65, 2.8, 6.76, 2.49], [2.44, 2.57, 5.47, 9.87], [6.83, 4.66, 2.39, 2.55], [4.37, 2.48, 5.84, 4.66], [2.42, 2.81, 4.77, 8.65], [2.25, 5.76, 8.74, 4.48], [2.44, 13.83, 6.75, 2.53]]
epoch: 104
loss: 0.9999999910030725
dilation rates: [[1.58, 1.43, 1.52, 1.54], [1.6, 1.4, 1.23, 1.53], [1.48, 1.28, 1.75, 3.65], [3.86, 1.34, 3.91, 2.64], [2.66, 2.64, 2.74, 5.64], [2.66, 2.8, 6.8, 2.54], [2.41, 2.53, 5.47, 9.91], [6.8, 4.65, 2.38, 2.53], [4.42, 2.49, 5.8, 4.65], [2.43, 2.78, 4.72, 8.62], [2.34, 5.72, 8.78, 4.43], [2.46, 13.8, 6.72, 2.49]]
epoch: 105
loss: 0.9999999901997754
dilation rates: [[1.4, 1.39, 1.62, 1.49], [1.66, 1.32, 1.21, 1.44], [1.39, 1.28, 1.84, 3.62], [3.7, 1.32, 3.81, 2.63], [2.63, 2.65, 2.75, 5.59], [2.57, 2.85, 6.83, 2.52], [2.36, 2.57, 5.5, 9.86], [6.84, 4.66, 2.36, 2.56], [4.43, 2.51, 5.84, 4.63], [2.49, 2.76, 4.79, 8.64], [2.26, 5.77, 8.79, 4.46], [2.4, 13.71, 6.71, 2.5]]
epoch: 106
loss: 0.9999999903604349
dilation rates: [[1.38, 1.36, 1.57, 1.4], [1.68, 1.42, 1.3, 1.47], [1.43, 1.3, 1.77, 3.64], [3.76, 1.29, 3.81, 2.64], [2.7, 2.7, 2.74, 5.55], [2.65, 2.79, 6.77, 2.58], [2.45, 2.6, 5.48, 9.88], [6.81, 4.65, 2.4, 2.61], [4.5, 2.51, 5.83, 4.65], [2.47, 2.75, 4.78, 8.71], [2.24, 5.79, 8.85, 4.51], [2.43, 13.72, 6.76, 2.53]]
epoch: 107
loss: 0.999999990039116
dilation rates: [[1.42, 1.49, 1.44, 1.48], [1.57, 1.4, 1.33, 1.59], [1.36, 1.31, 1.72, 3.69], [3.78, 1.28, 3.79, 2.67], [2.78, 2.67, 2.8, 5.53], [2.68, 2.83, 6.81, 2.6], [2.38, 2.54, 5.53, 9.87], [6.82, 4.66, 2.41, 2.58], [4.55, 2.48, 5.88, 4.63], [2.47, 2.73, 4.74, 8.74], [2.23, 5.78, 8.82, 4.51], [2.42, 13.77, 6.73, 2.49]]
epoch: 108
loss: 0.999999991967029
dilation rates: [[1.49, 1.34, 1.58, 1.45], [1.58, 1.3, 1.3, 1.46], [1.42, 1.3, 1.75, 3.65], [3.81, 1.27, 3.78, 2.59], [2.79, 2.63, 2.8, 5.59], [2.63, 2.84, 6.82, 2.58], [2.46, 2.55, 5.54, 9.94], [6.8, 4.61, 2.35, 2.61], [4.54, 2.52, 5.91, 4.63], [2.43, 2.68, 4.73, 8.73], [2.29, 5.77, 8.88, 4.55], [2.42, 13.8, 6.71, 2.48]]
epoch: 109
loss: 0.999999991967029
dilation rates: [[1.42, 1.36, 1.45, 1.57], [1.64, 1.3, 1.35, 1.49], [1.37, 1.25, 1.8, 3.66], [3.82, 1.28, 3.77, 2.67], [2.67, 2.67, 2.8, 5.64], [2.64, 2.87, 6.85, 2.54], [2.4, 2.48, 5.55, 9.86], [6.81, 4.63, 2.37, 2.54], [4.55, 2.46, 5.87, 4.62], [2.49, 2.74, 4.71, 8.69], [2.28, 5.75, 8.89, 4.56], [2.45, 13.73, 6.76, 2.53]]
epoch: 110
loss: 0.9999999927703261
dilation rates: [[1.39, 1.45, 1.57, 1.45], [1.61, 1.27, 1.28, 1.46], [1.47, 1.17, 1.69, 3.61], [3.8, 1.22, 3.74, 2.59], [2.65, 2.63, 2.77, 5.73], [2.52, 2.88, 6.84, 2.58], [2.47, 2.44, 5.53, 9.9], [6.79, 4.63, 2.37, 2.57], [4.52, 2.45, 5.88, 4.65], [2.44, 2.75, 4.76, 8.69], [2.27, 5.76, 8.85, 4.54], [2.41, 13.76, 6.66, 2.46]]
epoch: 111
loss: 0.9999999910030725
dilation rates: [[1.43, 1.49, 1.56, 1.47], [1.62, 1.29, 1.3, 1.46], [1.49, 1.19, 1.67, 3.64], [3.84, 1.25, 3.75, 2.63], [2.69, 2.64, 2.78, 5.73], [2.62, 2.89, 6.84, 2.58], [2.44, 2.49, 5.57, 9.92], [6.85, 4.67, 2.39, 2.58], [4.54, 2.45, 5.93, 4.64], [2.46, 2.72, 4.72, 8.74], [2.27, 5.76, 8.84, 4.56], [2.41, 13.72, 6.68, 2.49]]
epoch: 112
loss: 0.9999999903604349
dilation rates: [[1.47, 1.5, 1.55, 1.56], [1.53, 1.32, 1.28, 1.56], [1.41, 1.32, 1.77, 3.66], [3.8, 1.34, 3.75, 2.76], [2.73, 2.69, 2.75, 5.65], [2.67, 2.88, 6.74, 2.53], [2.46, 2.51, 5.58, 9.89], [6.87, 4.67, 2.44, 2.58], [4.48, 2.48, 5.95, 4.62], [2.43, 2.75, 4.72, 8.72], [2.29, 5.79, 8.87, 4.56], [2.46, 13.73, 6.68, 2.49]]
epoch: 113
loss: 0.9999999895571378
dilation rates: [[1.47, 1.51, 1.55, 1.57], [1.54, 1.28, 1.2, 1.47], [1.32, 1.26, 1.84, 3.7], [3.79, 1.34, 3.83, 2.65], [2.68, 2.68, 2.74, 5.58], [2.63, 2.83, 6.71, 2.51], [2.52, 2.6, 5.56, 9.9], [6.88, 4.68, 2.44, 2.57], [4.53, 2.47, 5.94, 4.66], [2.44, 2.72, 4.77, 8.7], [2.29, 5.77, 8.81, 4.56], [2.41, 13.77, 6.78, 2.5]]
epoch: 114
loss: 0.9999999906817536
dilation rates: [[1.34, 1.43, 1.69, 1.56], [1.66, 1.3, 1.27, 1.49], [1.49, 1.32, 1.78, 3.75], [3.79, 1.27, 3.76, 2.53], [2.64, 2.64, 2.77, 5.6], [2.62, 2.8, 6.8, 2.48], [2.44, 2.52, 5.55, 9.89], [6.9, 4.65, 2.39, 2.56], [4.56, 2.47, 5.92, 4.7], [2.44, 2.75, 4.76, 8.79], [2.3, 5.8, 8.83, 4.54], [2.46, 13.84, 6.71, 2.49]]
epoch: 115
loss: 0.9999999914850507
dilation rates: [[1.38, 1.39, 1.63, 1.64], [1.61, 1.34, 1.21, 1.58], [1.49, 1.32, 1.8, 3.67], [3.83, 1.3, 3.88, 2.59], [2.62, 2.67, 2.71, 5.65], [2.63, 2.82, 6.83, 2.6], [2.44, 2.59, 5.59, 9.87], [6.91, 4.66, 2.41, 2.55], [4.5, 2.45, 5.89, 4.71], [2.46, 2.74, 4.75, 8.79], [2.24, 5.73, 8.82, 4.57], [2.4, 13.8, 6.76, 2.51]]
epoch: 116
loss: 0.9999999913243913
dilation rates: [[1.33, 1.42, 1.47, 1.43], [1.51, 1.23, 1.22, 1.46], [1.34, 1.2, 1.74, 3.63], [3.74, 1.34, 3.8, 2.55], [2.64, 2.68, 2.7, 5.66], [2.61, 2.8, 6.8, 2.62], [2.48, 2.57, 5.57, 9.85], [6.96, 4.71, 2.37, 2.56], [4.46, 2.46, 5.86, 4.66], [2.44, 2.74, 4.74, 8.83], [2.31, 5.72, 8.79, 4.57], [2.36, 13.83, 6.65, 2.46]]
epoch: 117
loss: 0.9999999910030725
dilation rates: [[1.57, 1.49, 1.51, 1.45], [1.63, 1.34, 1.36, 1.49], [1.42, 1.29, 1.72, 3.69], [3.84, 1.29, 3.79, 2.58], [2.63, 2.68, 2.73, 5.63], [2.56, 2.79, 6.75, 2.69], [2.46, 2.52, 5.6, 9.85], [6.92, 4.74, 2.34, 2.54], [4.5, 2.47, 5.91, 4.66], [2.48, 2.71, 4.73, 8.77], [2.3, 5.7, 8.76, 4.61], [2.45, 13.77, 6.65, 2.55]]
epoch: 118
loss: 0.9999999929309855
dilation rates: [[1.52, 1.43, 1.53, 1.48], [1.55, 1.43, 1.37, 1.67], [1.37, 1.3, 1.76, 3.61], [3.89, 1.21, 3.77, 2.62], [2.65, 2.69, 2.76, 5.68], [2.56, 2.78, 6.77, 2.63], [2.45, 2.58, 5.68, 9.87], [6.91, 4.74, 2.45, 2.59], [4.49, 2.48, 5.92, 4.68], [2.5, 2.73, 4.69, 8.74], [2.3, 5.73, 8.82, 4.61], [2.46, 13.83, 6.74, 2.5]]
epoch: 119
loss: 0.9999999913243913
dilation rates: [[1.34, 1.42, 1.54, 1.5], [1.53, 1.25, 1.22, 1.4], [1.4, 1.33, 1.8, 3.69], [3.85, 1.3, 3.77, 2.57], [2.58, 2.65, 2.73, 5.66], [2.63, 2.82, 6.8, 2.6], [2.45, 2.51, 5.59, 9.87], [6.89, 4.75, 2.42, 2.55], [4.51, 2.44, 5.83, 4.7], [2.55, 2.69, 4.72, 8.78], [2.29, 5.73, 8.88, 4.56], [2.41, 13.8, 6.67, 2.46]]
epoch: 120
loss: 0.999999991967029
dilation rates: [[1.36, 1.44, 1.65, 1.54], [1.49, 1.4, 1.19, 1.49], [1.5, 1.34, 1.78, 3.68], [3.81, 1.32, 3.9, 2.63], [2.64, 2.72, 2.76, 5.69], [2.63, 2.78, 6.81, 2.65], [2.52, 2.48, 5.64, 9.87], [6.9, 4.73, 2.44, 2.56], [4.51, 2.5, 5.83, 4.66], [2.49, 2.72, 4.74, 8.84], [2.31, 5.71, 8.9, 4.57], [2.48, 13.81, 6.69, 2.46]]
epoch: 121
loss: 0.999999991967029
dilation rates: [[1.43, 1.36, 1.62, 1.44], [1.53, 1.35, 1.25, 1.43], [1.44, 1.4, 1.73, 3.72], [3.79, 1.28, 3.86, 2.62], [2.6, 2.66, 2.73, 5.71], [2.64, 2.83, 6.74, 2.65], [2.51, 2.44, 5.63, 9.85], [6.9, 4.67, 2.43, 2.59], [4.51, 2.54, 5.81, 4.66], [2.45, 2.68, 4.78, 8.89], [2.33, 5.74, 8.88, 4.59], [2.41, 13.77, 6.69, 2.47]]
epoch: 122
loss: 0.9999999921276884
dilation rates: [[1.43, 1.45, 1.47, 1.43], [1.57, 1.38, 1.19, 1.4], [1.45, 1.31, 1.71, 3.63], [3.85, 1.29, 3.81, 2.67], [2.53, 2.74, 2.73, 5.76], [2.67, 2.83, 6.77, 2.62], [2.57, 2.47, 5.68, 9.8], [6.88, 4.7, 2.43, 2.53], [4.6, 2.5, 5.87, 4.72], [2.43, 2.73, 4.8, 8.84], [2.3, 5.85, 8.84, 4.62], [2.42, 13.7, 6.74, 2.51]]
epoch: 123
loss: 0.9999999914850507
dilation rates: [[1.43, 1.44, 1.46, 1.55], [1.56, 1.34, 1.26, 1.43], [1.45, 1.28, 1.77, 3.67], [3.85, 1.28, 3.83, 2.65], [2.59, 2.76, 2.7, 5.76], [2.69, 2.8, 6.78, 2.56], [2.53, 2.54, 5.67, 9.86], [7.02, 4.75, 2.44, 2.51], [4.6, 2.47, 5.89, 4.76], [2.46, 2.73, 4.83, 8.9], [2.25, 5.87, 8.96, 4.64], [2.4, 13.9, 6.82, 2.51]]
epoch: 124
loss: 0.999999991967029
dilation rates: [[1.39, 1.47, 1.53, 1.65], [1.54, 1.29, 1.33, 1.52], [1.4, 1.24, 1.77, 3.65], [3.79, 1.29, 3.84, 2.62], [2.61, 2.73, 2.69, 5.71], [2.68, 2.77, 6.79, 2.49], [2.49, 2.44, 5.68, 9.88], [7.11, 4.69, 2.42, 2.57], [4.57, 2.48, 5.86, 4.67], [2.41, 2.7, 4.81, 8.88], [2.3, 5.8, 8.96, 4.59], [2.38, 13.79, 6.71, 2.52]]
IOU: [97.2, 78.59, 88.77, 29.38, 36.56, 54.46, 53.31, 64.54, 91.08, 56.22, 91.33, 70.43, 42.72, 92.2, 54.65, 70.17, 37.02, 35.27, 62.85]
mIOU: 63.51, mIOU_reduced: 65.31, accuracy: 94.1
epoch: 125
loss: 0.999999991163732
dilation rates: [[1.5, 1.49, 1.64, 1.5], [1.57, 1.23, 1.42, 1.5], [1.53, 1.17, 1.7, 3.69], [3.77, 1.29, 3.84, 2.66], [2.64, 2.73, 2.83, 5.68], [2.72, 2.83, 6.82, 2.55], [2.63, 2.58, 5.62, 9.94], [7.35, 4.8, 2.44, 2.59], [4.58, 2.52, 5.94, 4.75], [2.44, 2.67, 4.83, 8.93], [2.29, 5.82, 8.91, 4.59], [2.51, 13.83, 6.81, 2.57]]
epoch: 126
loss: 0.9999999926096667
dilation rates: [[1.44, 1.46, 1.62, 1.5], [1.45, 1.4, 1.28, 1.42], [1.34, 1.25, 1.7, 3.74], [3.78, 1.23, 3.9, 2.58], [2.62, 2.63, 2.75, 5.68], [2.65, 2.81, 6.87, 2.55], [2.5, 2.49, 5.67, 9.91], [7.4, 4.76, 2.42, 2.49], [4.51, 2.47, 5.92, 4.68], [2.46, 2.67, 4.85, 8.93], [2.25, 5.83, 8.91, 4.58], [2.42, 13.82, 6.78, 2.46]]
epoch: 127
loss: 0.9999999932523044
dilation rates: [[1.38, 1.38, 1.58, 1.45], [1.53, 1.3, 1.3, 1.47], [1.4, 1.26, 1.81, 3.66], [3.75, 1.21, 3.87, 2.57], [2.61, 2.64, 2.72, 5.69], [2.61, 2.79, 6.85, 2.51], [2.47, 2.49, 5.64, 9.86], [7.4, 4.72, 2.35, 2.51], [4.53, 2.47, 5.86, 4.66], [2.47, 2.69, 4.77, 8.86], [2.31, 5.78, 8.87, 4.55], [2.41, 13.78, 6.69, 2.5]]
epoch: 128
loss: 0.999999991163732
dilation rates: [[1.36, 1.43, 1.43, 1.52], [1.57, 1.29, 1.36, 1.41], [1.48, 1.34, 1.77, 3.69], [3.78, 1.14, 3.91, 2.61], [2.57, 2.67, 2.78, 5.75], [2.64, 2.79, 6.83, 2.48], [2.5, 2.54, 5.68, 9.8], [7.46, 4.7, 2.39, 2.5], [4.51, 2.46, 5.86, 4.68], [2.49, 2.67, 4.74, 8.78], [2.28, 5.75, 8.93, 4.58], [2.46, 13.79, 6.72, 2.55]]
epoch: 129
loss: 0.9999999906817536
dilation rates: [[1.37, 1.32, 1.54, 1.55], [1.59, 1.18, 1.34, 1.43], [1.4, 1.23, 1.77, 3.61], [3.76, 1.2, 3.82, 2.57], [2.58, 2.64, 2.77, 5.7], [2.58, 2.8, 6.78, 2.49], [2.46, 2.56, 5.69, 9.79], [7.44, 4.71, 2.36, 2.56], [4.5, 2.49, 5.83, 4.66], [2.45, 2.7, 4.71, 8.82], [2.34, 5.7, 8.93, 4.63], [2.37, 13.78, 6.7, 2.51]]
epoch: 130
loss: 0.999999990039116
dilation rates: [[1.43, 1.3, 1.57, 1.47], [1.58, 1.39, 1.25, 1.45], [1.45, 1.15, 1.72, 3.58], [3.71, 1.21, 3.76, 2.67], [2.58, 2.67, 2.8, 5.75], [2.67, 2.8, 6.87, 2.47], [2.49, 2.48, 5.67, 9.8], [7.47, 4.71, 2.39, 2.58], [4.55, 2.52, 5.88, 4.66], [2.5, 2.7, 4.72, 8.88], [2.32, 5.72, 8.98, 4.63], [2.43, 13.76, 6.66, 2.46]]
epoch: 131
loss: 0.9999999916457102
dilation rates: [[1.42, 1.38, 1.54, 1.54], [1.51, 1.28, 1.36, 1.41], [1.46, 1.25, 1.72, 3.66], [3.78, 1.28, 3.79, 2.59], [2.57, 2.65, 2.77, 5.74], [2.62, 2.77, 6.88, 2.46], [2.44, 2.51, 5.67, 9.93], [7.53, 4.76, 2.42, 2.58], [4.57, 2.51, 5.84, 4.71], [2.46, 2.71, 4.72, 8.82], [2.31, 5.75, 8.95, 4.62], [2.4, 13.75, 6.68, 2.47]]
epoch: 132
loss: 0.9999999918063696
dilation rates: [[1.42, 1.36, 1.62, 1.45], [1.57, 1.36, 1.32, 1.42], [1.36, 1.39, 1.84, 3.55], [3.78, 1.3, 3.74, 2.54], [2.55, 2.66, 2.74, 5.71], [2.55, 2.78, 6.85, 2.44], [2.45, 2.48, 5.63, 9.82], [7.54, 4.8, 2.42, 2.51], [4.59, 2.46, 5.8, 4.69], [2.48, 2.66, 4.73, 8.77], [2.35, 5.73, 8.93, 4.61], [2.39, 13.7, 6.72, 2.53]]
epoch: 133
loss: 0.9999999906817536
dilation rates: [[1.59, 1.4, 1.57, 1.61], [1.51, 1.28, 1.38, 1.45], [1.45, 1.22, 1.69, 3.72], [3.7, 1.29, 3.64, 2.56], [2.59, 2.7, 2.78, 5.64], [2.67, 2.79, 6.84, 2.48], [2.42, 2.49, 5.59, 9.85], [7.61, 4.82, 2.38, 2.54], [4.57, 2.49, 5.86, 4.71], [2.47, 2.68, 4.79, 8.74], [2.29, 5.77, 8.91, 4.6], [2.47, 13.76, 6.74, 2.5]]
epoch: 134
loss: 0.9999999914850507
dilation rates: [[1.43, 1.41, 1.51, 1.56], [1.47, 1.32, 1.16, 1.44], [1.53, 1.32, 1.72, 3.67], [3.72, 1.29, 3.76, 2.65], [2.59, 2.66, 2.72, 5.61], [2.56, 2.77, 6.85, 2.53], [2.43, 2.47, 5.59, 9.82], [7.6, 4.8, 2.42, 2.47], [4.62, 2.49, 5.9, 4.73], [2.42, 2.66, 4.74, 8.86], [2.31, 5.78, 8.87, 4.61], [2.44, 13.77, 6.73, 2.51]]
epoch: 135
loss: 0.9999999916457102
dilation rates: [[1.54, 1.46, 1.59, 1.49], [1.55, 1.34, 1.28, 1.57], [1.45, 1.2, 1.62, 3.72], [3.8, 1.18, 3.83, 2.6], [2.61, 2.73, 2.77, 5.71], [2.51, 2.79, 6.82, 2.54], [2.51, 2.51, 5.65, 9.78], [7.63, 4.83, 2.4, 2.57], [4.62, 2.5, 5.92, 4.7], [2.44, 2.74, 4.8, 8.82], [2.26, 5.79, 8.91, 4.65], [2.46, 13.78, 6.74, 2.48]]
epoch: 136
loss: 0.9999999905210942
dilation rates: [[1.44, 1.58, 1.56, 1.55], [1.6, 1.34, 1.3, 1.53], [1.46, 1.24, 1.65, 3.63], [3.72, 1.2, 3.8, 2.51], [2.62, 2.75, 2.79, 5.78], [2.52, 2.8, 6.8, 2.48], [2.46, 2.53, 5.65, 9.9], [7.63, 4.78, 2.39, 2.49], [4.59, 2.53, 5.9, 4.7], [2.48, 2.72, 4.78, 8.78], [2.24, 5.74, 8.94, 4.66], [2.46, 13.77, 6.64, 2.5]]
epoch: 137
loss: 0.999999990039116
dilation rates: [[1.45, 1.39, 1.6, 1.48], [1.49, 1.29, 1.33, 1.52], [1.46, 1.28, 1.72, 3.56], [3.83, 1.2, 3.75, 2.48], [2.63, 2.75, 2.77, 5.7], [2.54, 2.82, 6.84, 2.48], [2.48, 2.51, 5.63, 9.96], [7.66, 4.77, 2.41, 2.55], [4.53, 2.52, 5.86, 4.66], [2.48, 2.72, 4.72, 8.85], [2.29, 5.71, 8.95, 4.62], [2.46, 13.76, 6.6, 2.46]]
epoch: 138
loss: 0.9999999926096667
dilation rates: [[1.51, 1.49, 1.59, 1.57], [1.59, 1.27, 1.36, 1.47], [1.44, 1.25, 1.72, 3.66], [3.84, 1.24, 3.9, 2.58], [2.6, 2.72, 2.75, 5.79], [2.55, 2.84, 6.84, 2.41], [2.46, 2.48, 5.61, 9.91], [7.66, 4.77, 2.42, 2.54], [4.55, 2.52, 5.88, 4.68], [2.48, 2.75, 4.72, 8.84], [2.28, 5.74, 8.93, 4.59], [2.39, 13.75, 6.65, 2.43]]
epoch: 139
loss: 0.9999999932523044
dilation rates: [[1.5, 1.36, 1.49, 1.52], [1.48, 1.34, 1.34, 1.48], [1.47, 1.23, 1.73, 3.65], [3.78, 1.26, 3.85, 2.59], [2.58, 2.7, 2.78, 5.77], [2.56, 2.76, 6.85, 2.48], [2.54, 2.49, 5.6, 9.98], [7.75, 4.76, 2.35, 2.56], [4.59, 2.54, 5.85, 4.61], [2.49, 2.7, 4.72, 8.8], [2.28, 5.75, 8.91, 4.59], [2.41, 13.8, 6.73, 2.44]]
epoch: 140
loss: 0.999999991967029
dilation rates: [[1.47, 1.56, 1.77, 1.65], [1.54, 1.37, 1.18, 1.47], [1.4, 1.26, 1.75, 3.7], [3.84, 1.29, 3.82, 2.72], [2.66, 2.76, 2.7, 5.76], [2.67, 2.75, 6.84, 2.59], [2.6, 2.54, 5.61, 9.91], [7.75, 4.81, 2.4, 2.55], [4.57, 2.58, 5.85, 4.63], [2.51, 2.73, 4.73, 8.79], [2.32, 5.75, 8.92, 4.63], [2.53, 13.84, 6.71, 2.56]]
epoch: 141
loss: 0.9999999908424131
dilation rates: [[1.45, 1.4, 1.49, 1.51], [1.59, 1.33, 1.2, 1.51], [1.36, 1.28, 1.75, 3.68], [3.68, 1.2, 3.89, 2.6], [2.53, 2.68, 2.66, 5.8], [2.56, 2.71, 6.87, 2.58], [2.51, 2.53, 5.6, 9.94], [7.73, 4.77, 2.4, 2.54], [4.52, 2.49, 5.83, 4.61], [2.45, 2.7, 4.73, 8.83], [2.32, 5.74, 8.94, 4.58], [2.38, 13.81, 6.69, 2.48]]
epoch: 142
loss: 0.9999999921276884
dilation rates: [[1.48, 1.48, 1.52, 1.49], [1.59, 1.37, 1.28, 1.43], [1.41, 1.24, 1.7, 3.56], [3.72, 1.22, 3.82, 2.58], [2.56, 2.7, 2.67, 5.77], [2.53, 2.72, 6.86, 2.56], [2.43, 2.54, 5.5, 9.83], [7.71, 4.79, 2.34, 2.5], [4.52, 2.47, 5.81, 4.61], [2.48, 2.65, 4.72, 8.78], [2.28, 5.7, 8.89, 4.63], [2.45, 13.68, 6.64, 2.53]]
epoch: 143
loss: 0.9999999908424131
dilation rates: [[1.48, 1.46, 1.44, 1.56], [1.53, 1.32, 1.31, 1.49], [1.41, 1.23, 1.73, 3.61], [3.79, 1.22, 3.92, 2.69], [2.62, 2.7, 2.72, 5.86], [2.58, 2.75, 6.85, 2.54], [2.47, 2.56, 5.64, 9.8], [7.71, 4.78, 2.41, 2.52], [4.59, 2.46, 5.88, 4.65], [2.42, 2.73, 4.77, 8.84], [2.28, 5.77, 8.94, 4.67], [2.47, 13.86, 6.77, 2.51]]
epoch: 144
loss: 0.9999999910030725
dilation rates: [[1.42, 1.49, 1.54, 1.61], [1.44, 1.38, 1.32, 1.39], [1.43, 1.28, 1.74, 3.6], [3.82, 1.25, 3.92, 2.65], [2.62, 2.67, 2.74, 5.8], [2.6, 2.73, 6.84, 2.5], [2.5, 2.42, 5.61, 9.84], [7.7, 4.78, 2.38, 2.55], [4.56, 2.41, 5.79, 4.66], [2.44, 2.65, 4.72, 8.84], [2.3, 5.73, 8.92, 4.64], [2.45, 13.8, 6.71, 2.49]]
epoch: 145
loss: 0.9999999934129638
dilation rates: [[1.52, 1.5, 1.51, 1.48], [1.5, 1.43, 1.26, 1.46], [1.39, 1.31, 1.73, 3.62], [3.71, 1.22, 3.88, 2.57], [2.66, 2.66, 2.73, 5.75], [2.62, 2.78, 6.83, 2.49], [2.49, 2.52, 5.58, 9.81], [7.69, 4.83, 2.37, 2.53], [4.55, 2.4, 5.81, 4.62], [2.44, 2.7, 4.71, 8.78], [2.3, 5.71, 8.94, 4.64], [2.34, 13.81, 6.63, 2.46]]
epoch: 146
loss: 0.9999999924490073
dilation rates: [[1.46, 1.5, 1.58, 1.57], [1.59, 1.32, 1.3, 1.45], [1.39, 1.26, 1.66, 3.61], [3.77, 1.17, 3.88, 2.59], [2.63, 2.65, 2.81, 5.75], [2.6, 2.8, 6.74, 2.54], [2.48, 2.51, 5.68, 9.85], [7.66, 4.85, 2.4, 2.5], [4.56, 2.4, 5.81, 4.62], [2.41, 2.73, 4.71, 8.81], [2.18, 5.72, 8.98, 4.63], [2.47, 13.81, 6.71, 2.47]]
epoch: 147
loss: 0.9999999921276884
dilation rates: [[1.51, 1.44, 1.61, 1.6], [1.59, 1.32, 1.33, 1.44], [1.43, 1.24, 1.69, 3.76], [3.76, 1.2, 3.81, 2.65], [2.63, 2.69, 2.78, 5.78], [2.54, 2.82, 6.81, 2.57], [2.45, 2.54, 5.65, 9.88], [7.71, 4.8, 2.4, 2.47], [4.57, 2.46, 5.8, 4.57], [2.4, 2.63, 4.7, 8.79], [2.26, 5.68, 9.1, 4.61], [2.46, 13.72, 6.67, 2.52]]
epoch: 148
loss: 0.9999999908424131
dilation rates: [[1.48, 1.6, 1.67, 1.51], [1.54, 1.23, 1.36, 1.39], [1.36, 1.2, 1.83, 3.61], [3.78, 1.22, 3.76, 2.6], [2.62, 2.66, 2.8, 5.7], [2.51, 2.78, 6.89, 2.54], [2.47, 2.57, 5.65, 9.88], [7.68, 4.71, 2.43, 2.49], [4.59, 2.49, 5.85, 4.62], [2.43, 2.65, 4.71, 8.88], [2.24, 5.68, 9.32, 4.61], [2.47, 13.76, 6.64, 2.47]]
epoch: 149
loss: 0.9999999929309855
dilation rates: [[1.44, 1.38, 1.47, 1.42], [1.59, 1.28, 1.21, 1.43], [1.49, 1.22, 1.72, 3.66], [3.7, 1.21, 3.82, 2.65], [2.67, 2.68, 2.76, 5.7], [2.6, 2.82, 6.85, 2.56], [2.45, 2.57, 5.66, 9.85], [7.64, 4.72, 2.43, 2.54], [4.65, 2.47, 5.82, 4.58], [2.43, 2.64, 4.74, 8.87], [2.24, 5.76, 9.44, 4.6], [2.41, 13.78, 6.75, 2.48]]
IOU: [97.42, 79.82, 89.86, 39.91, 45.78, 56.53, 57.87, 70.62, 90.89, 58.94, 92.71, 72.03, 42.47, 93.0, 72.01, 78.49, 66.68, 38.03, 68.97]
mIOU: 69.05, mIOU_reduced: 68.43, accuracy: 94.7
epoch: 150
loss: 0.9999999908424131
dilation rates: [[1.49, 1.46, 1.51, 1.45], [1.52, 1.3, 1.18, 1.49], [1.36, 1.27, 1.69, 3.73], [3.72, 1.28, 3.96, 2.65], [2.71, 2.72, 2.74, 5.71], [2.62, 2.8, 6.94, 2.55], [2.44, 2.54, 5.65, 9.97], [7.72, 4.77, 2.35, 2.54], [4.68, 2.5, 5.85, 4.62], [2.5, 2.64, 4.75, 8.97], [2.4, 5.78, 9.54, 4.65], [2.44, 13.8, 6.76, 2.55]]
epoch: 151
loss: 0.9999999922883478
dilation rates: [[1.46, 1.48, 1.58, 1.48], [1.55, 1.4, 1.41, 1.45], [1.44, 1.3, 1.74, 3.61], [3.69, 1.22, 3.96, 2.54], [2.71, 2.69, 2.7, 5.78], [2.62, 2.83, 6.94, 2.56], [2.47, 2.5, 5.63, 10.2], [7.77, 4.77, 2.43, 2.56], [4.67, 2.48, 5.85, 4.6], [2.53, 2.72, 4.8, 8.93], [2.36, 5.79, 9.59, 4.67], [2.4, 13.71, 6.71, 2.53]]
epoch: 152
loss: 0.9999999924490073
dilation rates: [[1.42, 1.48, 1.46, 1.56], [1.52, 1.3, 1.3, 1.35], [1.45, 1.11, 1.79, 3.74], [3.79, 1.29, 3.97, 2.67], [2.69, 2.74, 2.73, 5.76], [2.66, 2.8, 6.87, 2.5], [2.55, 2.53, 5.67, 10.41], [7.76, 4.75, 2.39, 2.56], [4.74, 2.47, 5.87, 4.7], [2.5, 2.71, 4.78, 8.94], [2.34, 5.8, 9.62, 4.72], [2.48, 13.79, 6.73, 2.52]]
epoch: 153
loss: 0.9999999913243913
dilation rates: [[1.42, 1.44, 1.52, 1.62], [1.66, 1.34, 1.36, 1.51], [1.52, 1.2, 1.78, 3.73], [3.77, 1.24, 3.91, 2.56], [2.62, 2.73, 2.72, 5.72], [2.63, 2.71, 6.87, 2.51], [2.51, 2.53, 5.61, 10.47], [7.72, 4.75, 2.37, 2.49], [4.69, 2.46, 5.86, 4.71], [2.52, 2.69, 4.76, 8.82], [2.26, 5.79, 9.63, 4.75], [2.42, 13.76, 6.72, 2.51]]
epoch: 154
loss: 0.9999999903604349
dilation rates: [[1.41, 1.49, 1.56, 1.56], [1.61, 1.37, 1.3, 1.56], [1.44, 1.22, 1.77, 3.78], [3.75, 1.11, 3.82, 2.6], [2.66, 2.75, 2.76, 5.75], [2.65, 2.78, 6.74, 2.52], [2.51, 2.59, 5.56, 10.54], [7.73, 4.72, 2.35, 2.49], [4.69, 2.45, 5.88, 4.66], [2.54, 2.64, 4.78, 8.78], [2.25, 5.77, 9.64, 4.74], [2.49, 13.88, 6.73, 2.41]]
epoch: 155
loss: 0.9999999938949421
dilation rates: [[1.52, 1.47, 1.66, 1.51], [1.49, 1.29, 1.32, 1.42], [1.47, 1.33, 1.82, 3.67], [3.78, 1.21, 3.81, 2.65], [2.62, 2.73, 2.74, 5.68], [2.61, 2.75, 6.8, 2.52], [2.46, 2.57, 5.58, 10.67], [7.73, 4.72, 2.35, 2.5], [4.65, 2.51, 5.9, 4.59], [2.53, 2.65, 4.79, 8.8], [2.3, 5.78, 9.68, 4.72], [2.45, 13.87, 6.74, 2.5]]
epoch: 156
loss: 0.9999999913243913
dilation rates: [[1.34, 1.47, 1.49, 1.57], [1.52, 1.26, 1.18, 1.45], [1.42, 1.26, 1.67, 3.7], [3.82, 1.23, 3.86, 2.53], [2.61, 2.64, 2.69, 5.71], [2.59, 2.68, 6.86, 2.52], [2.49, 2.57, 5.63, 10.7], [7.73, 4.75, 2.33, 2.51], [4.63, 2.5, 5.91, 4.58], [2.49, 2.62, 4.73, 8.85], [2.2, 5.77, 9.67, 4.67], [2.35, 13.79, 6.68, 2.53]]
epoch: 157
loss: 0.9999999929309855
dilation rates: [[1.6, 1.45, 1.53, 1.46], [1.59, 1.23, 1.29, 1.51], [1.43, 1.19, 1.72, 3.69], [3.73, 1.21, 3.86, 2.67], [2.63, 2.63, 2.79, 5.75], [2.61, 2.73, 6.91, 2.52], [2.47, 2.49, 5.61, 10.68], [7.75, 4.71, 2.38, 2.51], [4.66, 2.51, 5.87, 4.58], [2.45, 2.67, 4.72, 8.89], [2.26, 5.76, 9.7, 4.68], [2.47, 13.79, 6.71, 2.5]]
epoch: 158
loss: 0.9999999910030725
dilation rates: [[1.36, 1.44, 1.45, 1.44], [1.55, 1.29, 1.35, 1.39], [1.41, 1.33, 1.73, 3.74], [3.69, 1.26, 3.83, 2.66], [2.6, 2.62, 2.76, 5.77], [2.59, 2.77, 6.84, 2.51], [2.46, 2.49, 5.62, 10.67], [7.75, 4.71, 2.31, 2.5], [4.67, 2.47, 5.82, 4.52], [2.42, 2.61, 4.73, 8.81], [2.31, 5.73, 9.69, 4.62], [2.43, 13.82, 6.63, 2.46]]
epoch: 159
loss: 0.9999999930916449
dilation rates: [[1.4, 1.42, 1.56, 1.43], [1.54, 1.33, 1.33, 1.58], [1.38, 1.16, 1.76, 3.63], [3.75, 1.24, 3.84, 2.56], [2.6, 2.7, 2.74, 5.74], [2.64, 2.8, 6.94, 2.5], [2.42, 2.54, 5.65, 10.69], [7.83, 4.68, 2.36, 2.48], [4.64, 2.48, 5.84, 4.57], [2.4, 2.59, 4.74, 8.82], [2.28, 5.72, 9.76, 4.65], [2.38, 13.82, 6.65, 2.5]]
epoch: 160
loss: 0.9999999910030725
dilation rates: [[1.46, 1.41, 1.6, 1.51], [1.56, 1.33, 1.32, 1.41], [1.32, 1.33, 1.67, 3.56], [3.74, 1.23, 3.68, 2.57], [2.55, 2.65, 2.7, 5.76], [2.58, 2.79, 6.87, 2.44], [2.5, 2.46, 5.69, 10.67], [7.85, 4.69, 2.34, 2.45], [4.65, 2.4, 5.87, 4.64], [2.52, 2.62, 4.69, 8.8], [2.29, 5.75, 9.71, 4.67], [2.4, 13.82, 6.61, 2.49]]
epoch: 161
loss: 0.9999999932523044
dilation rates: [[1.47, 1.43, 1.37, 1.52], [1.52, 1.28, 1.31, 1.48], [1.53, 1.31, 1.76, 3.71], [3.76, 1.17, 3.75, 2.66], [2.58, 2.65, 2.73, 5.79], [2.62, 2.73, 6.91, 2.46], [2.46, 2.55, 5.66, 10.67], [7.83, 4.68, 2.38, 2.51], [4.64, 2.44, 5.86, 4.67], [2.48, 2.65, 4.71, 8.79], [2.2, 5.71, 9.7, 4.71], [2.49, 13.71, 6.69, 2.42]]
epoch: 162
loss: 0.9999999927703261
dilation rates: [[1.44, 1.33, 1.63, 1.46], [1.71, 1.36, 1.26, 1.58], [1.38, 1.3, 1.8, 3.7], [3.87, 1.21, 3.82, 2.61], [2.57, 2.64, 2.68, 5.81], [2.62, 2.78, 6.82, 2.52], [2.54, 2.58, 5.57, 10.66], [7.82, 4.72, 2.39, 2.52], [4.67, 2.48, 5.87, 4.65], [2.44, 2.68, 4.66, 8.8], [2.31, 5.71, 9.73, 4.63], [2.46, 13.71, 6.72, 2.53]]
epoch: 163
loss: 0.9999999914850507
dilation rates: [[1.46, 1.43, 1.49, 1.58], [1.59, 1.25, 1.21, 1.36], [1.31, 1.21, 1.8, 3.77], [3.85, 1.12, 3.75, 2.55], [2.65, 2.57, 2.67, 5.76], [2.58, 2.72, 6.9, 2.56], [2.46, 2.57, 5.55, 10.62], [7.77, 4.73, 2.38, 2.55], [4.63, 2.45, 5.88, 4.62], [2.42, 2.67, 4.67, 8.79], [2.22, 5.76, 9.69, 4.65], [2.35, 13.72, 6.69, 2.48]]
epoch: 164
loss: 0.9999999930916449
dilation rates: [[1.56, 1.39, 1.51, 1.53], [1.54, 1.25, 1.32, 1.61], [1.41, 1.23, 1.74, 3.65], [3.76, 1.05, 3.83, 2.71], [2.64, 2.65, 2.64, 5.71], [2.63, 2.71, 6.9, 2.56], [2.52, 2.53, 5.61, 10.65], [7.76, 4.74, 2.4, 2.57], [4.69, 2.47, 5.88, 4.64], [2.43, 2.68, 4.7, 8.78], [2.24, 5.7, 9.7, 4.65], [2.44, 13.8, 6.7, 2.53]]
epoch: 165
loss: 0.9999999942162608
dilation rates: [[1.4, 1.36, 1.56, 1.54], [1.44, 1.29, 1.21, 1.42], [1.33, 1.18, 1.72, 3.6], [3.81, 1.23, 3.81, 2.55], [2.57, 2.59, 2.67, 5.73], [2.68, 2.71, 6.87, 2.52], [2.46, 2.59, 5.62, 10.69], [7.75, 4.72, 2.34, 2.6], [4.72, 2.45, 5.88, 4.66], [2.45, 2.63, 4.68, 8.78], [2.23, 5.68, 9.75, 4.67], [2.43, 13.78, 6.62, 2.44]]
epoch: 166
loss: 0.9999999932523044
dilation rates: [[1.62, 1.56, 1.57, 1.43], [1.56, 1.31, 1.26, 1.45], [1.55, 1.18, 1.77, 3.6], [3.77, 1.27, 3.84, 2.59], [2.58, 2.64, 2.7, 5.76], [2.58, 2.76, 6.84, 2.54], [2.44, 2.42, 5.7, 10.71], [7.75, 4.79, 2.38, 2.55], [4.72, 2.46, 5.93, 4.63], [2.48, 2.67, 4.67, 8.82], [2.33, 5.72, 9.75, 4.66], [2.48, 13.79, 6.71, 2.53]]
epoch: 167
loss: 0.9999999926096667
dilation rates: [[1.52, 1.39, 1.59, 1.61], [1.53, 1.54, 1.24, 1.45], [1.36, 1.24, 1.72, 3.7], [3.76, 1.22, 3.87, 2.67], [2.6, 2.65, 2.74, 5.9], [2.6, 2.78, 6.84, 2.59], [2.4, 2.5, 5.74, 10.73], [7.83, 4.74, 2.42, 2.6], [4.75, 2.52, 5.94, 4.68], [2.39, 2.62, 4.74, 8.83], [2.3, 5.77, 9.8, 4.64], [2.46, 13.78, 6.73, 2.53]]
epoch: 168
loss: 0.9999999918063696
dilation rates: [[1.39, 1.43, 1.5, 1.51], [1.63, 1.44, 1.19, 1.52], [1.4, 1.36, 1.82, 3.59], [3.72, 1.26, 3.83, 2.66], [2.59, 2.72, 2.66, 5.89], [2.61, 2.81, 6.92, 2.54], [2.52, 2.52, 5.67, 10.67], [7.71, 4.74, 2.43, 2.56], [4.73, 2.5, 5.91, 4.66], [2.49, 2.61, 4.75, 8.81], [2.27, 5.75, 9.85, 4.6], [2.4, 13.73, 6.73, 2.46]]
epoch: 169
loss: 0.9999999910030725
dilation rates: [[1.44, 1.47, 1.64, 1.51], [1.56, 1.4, 1.24, 1.48], [1.47, 1.23, 1.67, 3.72], [3.7, 1.2, 3.74, 2.68], [2.65, 2.78, 2.67, 5.91], [2.56, 2.77, 7.1, 2.56], [2.56, 2.53, 5.72, 10.7], [7.75, 4.78, 2.41, 2.54], [4.73, 2.46, 5.89, 4.7], [2.48, 2.6, 4.85, 8.91], [2.27, 5.8, 9.98, 4.68], [2.42, 13.86, 6.79, 2.5]]
epoch: 170
loss: 0.9999999924490073
dilation rates: [[1.46, 1.51, 1.74, 1.49], [1.6, 1.43, 1.3, 1.49], [1.41, 1.33, 1.71, 3.7], [3.8, 1.3, 3.76, 2.63], [2.55, 2.78, 2.7, 5.75], [2.65, 2.72, 7.38, 2.58], [2.55, 2.58, 5.74, 10.66], [7.77, 4.78, 2.34, 2.51], [4.74, 2.51, 5.87, 4.7], [2.49, 2.56, 4.79, 8.89], [2.35, 5.84, 9.93, 4.71], [2.48, 13.84, 6.73, 2.53]]
epoch: 171
loss: 0.9999999922883478
dilation rates: [[1.45, 1.36, 1.55, 1.49], [1.67, 1.36, 1.25, 1.55], [1.51, 1.14, 1.79, 3.75], [3.86, 1.23, 3.78, 2.64], [2.6, 2.68, 2.76, 5.74], [2.69, 2.74, 7.41, 2.56], [2.44, 2.53, 5.72, 10.69], [7.7, 4.78, 2.34, 2.56], [4.7, 2.51, 5.9, 4.68], [2.48, 2.63, 4.74, 8.86], [2.25, 5.85, 9.87, 4.64], [2.45, 13.78, 6.71, 2.46]]
epoch: 172
loss: 0.9999999921276884
dilation rates: [[1.45, 1.46, 1.48, 1.6], [1.65, 1.42, 1.32, 1.51], [1.37, 1.28, 1.75, 3.71], [3.83, 1.26, 3.75, 2.67], [2.59, 2.62, 2.72, 5.77], [2.74, 2.75, 7.5, 2.54], [2.47, 2.55, 5.71, 10.7], [7.71, 4.77, 2.37, 2.57], [4.71, 2.48, 5.9, 4.67], [2.49, 2.6, 4.71, 8.85], [2.3, 5.81, 9.82, 4.65], [2.4, 13.73, 6.7, 2.57]]
epoch: 173
loss: 0.9999999929309855
dilation rates: [[1.54, 1.56, 1.62, 1.56], [1.62, 1.48, 1.45, 1.37], [1.42, 1.37, 1.74, 3.69], [3.75, 1.31, 3.71, 2.69], [2.61, 2.7, 2.8, 5.73], [2.68, 2.75, 7.49, 2.51], [2.52, 2.53, 5.7, 10.78], [7.7, 4.72, 2.36, 2.62], [4.73, 2.44, 5.9, 4.73], [2.5, 2.62, 4.78, 8.8], [2.29, 5.74, 9.8, 4.67], [2.5, 13.77, 6.67, 2.48]]
epoch: 174
loss: 0.9999999921276884
dilation rates: [[1.42, 1.47, 1.54, 1.5], [1.57, 1.36, 1.29, 1.4], [1.39, 1.3, 1.71, 3.82], [3.81, 1.24, 3.87, 2.63], [2.56, 2.69, 2.79, 5.75], [2.72, 2.74, 7.5, 2.55], [2.47, 2.49, 5.68, 10.81], [7.7, 4.73, 2.4, 2.53], [4.69, 2.47, 5.87, 4.74], [2.46, 2.6, 4.76, 8.93], [2.22, 5.74, 9.84, 4.7], [2.48, 13.84, 6.71, 2.55]]
IOU: [94.12, 63.93, 83.86, 28.98, 43.01, 43.97, 46.61, 65.38, 83.21, 25.7, 93.25, 46.08, 36.75, 83.86, 20.01, 48.82, 32.95, 13.63, 50.67]
mIOU: 52.88, mIOU_reduced: 56.44, accuracy: 90.23
epoch: 175
loss: 0.9999999910030725
dilation rates: [[1.44, 1.44, 1.59, 1.54], [1.62, 1.37, 1.26, 1.46], [1.44, 1.2, 1.7, 3.67], [3.7, 1.26, 3.85, 2.69], [2.55, 2.57, 2.74, 5.79], [2.67, 2.75, 7.54, 2.59], [2.46, 2.48, 5.69, 10.82], [7.68, 4.79, 2.33, 2.5], [4.67, 2.48, 5.87, 4.67], [2.44, 2.63, 4.74, 8.9], [2.23, 5.7, 9.8, 4.66], [2.46, 13.74, 6.7, 2.47]]
epoch: 176
loss: 0.9999999934129638
dilation rates: [[1.45, 1.32, 1.43, 1.52], [1.56, 1.27, 1.21, 1.34], [1.37, 1.16, 1.7, 3.64], [3.68, 1.08, 3.75, 2.61], [2.63, 2.62, 2.73, 5.74], [2.61, 2.71, 7.58, 2.58], [2.47, 2.5, 5.63, 10.7], [7.67, 4.77, 2.4, 2.46], [4.68, 2.48, 5.9, 4.66], [2.48, 2.61, 4.74, 8.92], [2.21, 5.74, 9.77, 4.69], [2.35, 13.71, 6.69, 2.51]]
epoch: 177
loss: 0.9999999946982392
dilation rates: [[1.3, 1.45, 1.46, 1.57], [1.6, 1.34, 1.33, 1.37], [1.33, 1.27, 1.77, 3.79], [3.79, 1.18, 3.83, 2.64], [2.6, 2.63, 2.68, 5.66], [2.57, 2.69, 7.61, 2.59], [2.51, 2.53, 5.62, 10.74], [7.66, 4.73, 2.35, 2.49], [4.66, 2.51, 5.81, 4.63], [2.48, 2.59, 4.75, 8.92], [2.29, 5.75, 9.76, 4.66], [2.44, 13.74, 6.73, 2.49]]
epoch: 178
loss: 0.9999999927703261
dilation rates: [[1.56, 1.49, 1.63, 1.59], [1.6, 1.34, 1.31, 1.46], [1.42, 1.14, 1.7, 3.64], [3.8, 1.19, 3.72, 2.66], [2.67, 2.66, 2.68, 5.66], [2.59, 2.65, 7.55, 2.54], [2.53, 2.5, 5.66, 10.64], [7.6, 4.7, 2.4, 2.49], [4.66, 2.54, 5.78, 4.62], [2.5, 2.65, 4.72, 8.92], [2.33, 5.78, 9.81, 4.69], [2.46, 13.75, 6.74, 2.49]]
epoch: 179
loss: 0.9999999906817536
dilation rates: [[1.39, 1.44, 1.56, 1.58], [1.54, 1.41, 1.34, 1.48], [1.4, 1.13, 1.74, 3.69], [3.78, 1.25, 3.75, 2.67], [2.76, 2.66, 2.7, 5.73], [2.63, 2.67, 7.6, 2.47], [2.57, 2.53, 5.68, 10.7], [7.62, 4.76, 2.37, 2.48], [4.7, 2.5, 5.8, 4.66], [2.48, 2.6, 4.76, 8.81], [2.29, 5.79, 9.81, 4.67], [2.46, 13.79, 6.7, 2.48]]
epoch: 180
loss: 0.9999999926096667
dilation rates: [[1.49, 1.41, 1.56, 1.55], [1.58, 1.34, 1.29, 1.47], [1.43, 1.24, 1.9, 3.59], [3.81, 1.22, 3.76, 2.61], [2.66, 2.68, 2.72, 5.74], [2.65, 2.7, 7.72, 2.53], [2.53, 2.53, 5.7, 10.73], [7.67, 4.71, 2.37, 2.5], [4.74, 2.47, 5.81, 4.59], [2.44, 2.53, 4.78, 8.92], [2.31, 5.78, 9.86, 4.71], [2.46, 13.82, 6.69, 2.49]]
epoch: 181
loss: 0.999999991163732
dilation rates: [[1.49, 1.46, 1.42, 1.57], [1.62, 1.35, 1.19, 1.44], [1.44, 1.31, 1.79, 3.71], [3.82, 1.16, 3.78, 2.64], [2.62, 2.67, 2.72, 5.75], [2.61, 2.72, 7.7, 2.51], [2.45, 2.42, 5.76, 10.8], [7.68, 4.63, 2.43, 2.45], [4.73, 2.48, 5.82, 4.6], [2.43, 2.53, 4.71, 8.87], [2.23, 5.76, 9.86, 4.7], [2.39, 13.8, 6.71, 2.48]]
epoch: 182
loss: 0.9999999916457102
dilation rates: [[1.34, 1.27, 1.5, 1.48], [1.53, 1.31, 1.25, 1.47], [1.4, 1.2, 1.61, 3.75], [3.87, 1.19, 3.89, 2.62], [2.64, 2.67, 2.69, 5.88], [2.64, 2.76, 7.63, 2.5], [2.49, 2.5, 5.84, 10.82], [7.67, 4.65, 2.45, 2.48], [4.7, 2.5, 5.84, 4.67], [2.44, 2.56, 4.69, 8.86], [2.27, 5.75, 9.83, 4.71], [2.41, 13.82, 6.69, 2.53]]
epoch: 183
loss: 0.999999991967029
dilation rates: [[1.42, 1.48, 1.48, 1.56], [1.56, 1.35, 1.22, 1.49], [1.31, 1.3, 1.66, 3.72], [3.86, 1.17, 3.85, 2.65], [2.66, 2.76, 2.65, 5.88], [2.7, 2.7, 7.7, 2.51], [2.47, 2.53, 5.78, 10.75], [7.66, 4.7, 2.41, 2.52], [4.71, 2.5, 5.9, 4.74], [2.44, 2.61, 4.74, 8.87], [2.36, 5.76, 9.8, 4.75], [2.42, 13.87, 6.69, 2.43]]
epoch: 184
loss: 0.9999999934129638
dilation rates: [[1.52, 1.43, 1.75, 1.6], [1.6, 1.45, 1.25, 1.45], [1.47, 1.13, 1.79, 3.64], [3.84, 1.26, 3.84, 2.69], [2.7, 2.74, 2.7, 5.92], [2.72, 2.75, 7.71, 2.54], [2.49, 2.49, 5.71, 10.76], [7.67, 4.63, 2.4, 2.52], [4.67, 2.47, 5.83, 4.64], [2.48, 2.66, 4.74, 8.83], [2.3, 5.77, 9.81, 4.73], [2.42, 13.75, 6.71, 2.46]]
epoch: 185
loss: 0.9999999927703261
dilation rates: [[1.45, 1.47, 1.51, 1.46], [1.64, 1.41, 1.3, 1.47], [1.44, 1.28, 1.68, 3.72], [3.83, 1.38, 3.8, 2.6], [2.68, 2.7, 2.75, 5.94], [2.77, 2.77, 7.66, 2.58], [2.48, 2.49, 5.72, 10.81], [7.65, 4.72, 2.46, 2.52], [4.69, 2.43, 5.84, 4.64], [2.44, 2.61, 4.72, 8.82], [2.26, 5.75, 9.83, 4.74], [2.5, 13.79, 6.64, 2.47]]
epoch: 186
loss: 0.9999999922883478
dilation rates: [[1.48, 1.46, 1.45, 1.43], [1.57, 1.49, 1.32, 1.53], [1.41, 1.26, 1.74, 3.74], [3.88, 1.23, 3.84, 2.64], [2.64, 2.7, 2.68, 5.83], [2.76, 2.76, 7.66, 2.53], [2.49, 2.52, 5.68, 10.84], [7.67, 4.67, 2.44, 2.49], [4.7, 2.44, 5.84, 4.62], [2.42, 2.62, 4.71, 8.88], [2.28, 5.73, 9.8, 4.73], [2.51, 13.81, 6.7, 2.54]]
epoch: 187
loss: 0.9999999914850507
dilation rates: [[1.38, 1.41, 1.6, 1.68], [1.56, 1.35, 1.22, 1.41], [1.42, 1.26, 1.68, 3.74], [3.75, 1.26, 3.68, 2.53], [2.67, 2.59, 2.7, 5.8], [2.65, 2.7, 7.62, 2.51], [2.43, 2.4, 5.66, 10.76], [7.72, 4.71, 2.46, 2.48], [4.68, 2.42, 5.85, 4.62], [2.42, 2.53, 4.71, 8.82], [2.29, 5.75, 9.8, 4.71], [2.42, 13.78, 6.66, 2.52]]
epoch: 188
loss: 0.9999999929309855
dilation rates: [[1.56, 1.42, 1.5, 1.53], [1.56, 1.38, 1.31, 1.44], [1.48, 1.27, 1.7, 3.78], [3.69, 1.21, 3.8, 2.47], [2.59, 2.63, 2.69, 5.74], [2.66, 2.67, 7.59, 2.5], [2.48, 2.48, 5.71, 10.73], [7.7, 4.72, 2.39, 2.5], [4.71, 2.47, 5.79, 4.61], [2.44, 2.61, 4.72, 8.87], [2.33, 5.8, 9.78, 4.69], [2.49, 13.8, 6.72, 2.48]]
epoch: 189
loss: 0.9999999926096667
dilation rates: [[1.5, 1.45, 1.53, 1.64], [1.56, 1.38, 1.32, 1.48], [1.4, 1.33, 1.67, 3.6], [3.74, 1.26, 3.88, 2.54], [2.54, 2.58, 2.7, 5.76], [2.58, 2.67, 7.59, 2.49], [2.51, 2.56, 5.73, 10.69], [7.69, 4.78, 2.35, 2.51], [4.71, 2.49, 5.83, 4.65], [2.57, 2.59, 4.69, 8.92], [2.29, 5.84, 9.75, 4.72], [2.42, 13.79, 6.74, 2.54]]
epoch: 190
loss: 0.9999999930916449
dilation rates: [[1.39, 1.4, 1.58, 1.49], [1.61, 1.32, 1.34, 1.51], [1.39, 1.25, 1.66, 3.68], [3.76, 1.18, 3.86, 2.58], [2.56, 2.61, 2.67, 5.82], [2.55, 2.69, 7.62, 2.49], [2.55, 2.56, 5.73, 10.77], [7.77, 4.75, 2.4, 2.52], [4.71, 2.47, 5.83, 4.63], [2.55, 2.6, 4.69, 8.91], [2.27, 5.81, 9.75, 4.66], [2.38, 13.78, 6.7, 2.47]]
epoch: 191
loss: 0.9999999913243913
dilation rates: [[1.59, 1.49, 1.65, 1.52], [1.56, 1.3, 1.26, 1.53], [1.47, 1.35, 1.69, 3.66], [3.75, 1.19, 3.96, 2.62], [2.59, 2.72, 2.73, 5.85], [2.71, 2.81, 7.62, 2.54], [2.5, 2.53, 5.7, 10.79], [7.74, 4.77, 2.39, 2.52], [4.71, 2.41, 5.87, 4.72], [2.51, 2.59, 4.74, 8.94], [2.38, 5.77, 9.81, 4.69], [2.48, 13.82, 6.77, 2.5]]
epoch: 192
loss: 0.9999999937342826
dilation rates: [[1.49, 1.51, 1.55, 1.53], [1.54, 1.44, 1.27, 1.47], [1.35, 1.34, 1.72, 3.67], [3.72, 1.19, 3.81, 2.54], [2.58, 2.63, 2.69, 5.83], [2.71, 2.76, 7.59, 2.53], [2.44, 2.5, 5.72, 10.76], [7.77, 4.74, 2.36, 2.55], [4.7, 2.5, 5.93, 4.68], [2.52, 2.59, 4.72, 8.95], [2.36, 5.7, 9.8, 4.69], [2.41, 13.76, 6.81, 2.5]]
epoch: 193
loss: 0.9999999903604349
dilation rates: [[1.49, 1.44, 1.6, 1.58], [1.52, 1.45, 1.37, 1.45], [1.49, 1.24, 1.77, 3.74], [3.85, 1.24, 3.92, 2.6], [2.68, 2.65, 2.79, 5.78], [2.71, 2.75, 7.75, 2.54], [2.48, 2.54, 5.73, 10.83], [7.82, 4.76, 2.44, 2.56], [4.74, 2.47, 5.9, 4.72], [2.54, 2.64, 4.78, 8.85], [2.29, 5.74, 9.79, 4.68], [2.46, 13.78, 6.78, 2.5]]
epoch: 194
loss: 0.999999991967029
dilation rates: [[1.44, 1.41, 1.48, 1.7], [1.56, 1.36, 1.26, 1.46], [1.5, 1.27, 1.82, 3.67], [3.66, 1.22, 3.79, 2.62], [2.66, 2.6, 2.8, 5.72], [2.68, 2.72, 7.69, 2.57], [2.5, 2.44, 5.72, 10.73], [7.76, 4.78, 2.37, 2.48], [4.74, 2.45, 5.91, 4.69], [2.51, 2.59, 4.75, 8.76], [2.3, 5.72, 9.81, 4.67], [2.47, 13.77, 6.65, 2.51]]
epoch: 195
loss: 0.9999999924490073
dilation rates: [[1.54, 1.48, 1.61, 1.47], [1.54, 1.38, 1.28, 1.39], [1.44, 1.27, 1.83, 3.71], [3.59, 1.24, 3.78, 2.62], [2.61, 2.69, 2.77, 5.7], [2.63, 2.69, 7.65, 2.54], [2.49, 2.43, 5.7, 10.74], [7.77, 4.65, 2.42, 2.48], [4.73, 2.48, 5.86, 4.74], [2.48, 2.55, 4.74, 8.8], [2.31, 5.71, 9.81, 4.73], [2.46, 13.72, 6.72, 2.47]]
epoch: 196
loss: 0.9999999929309855
dilation rates: [[1.38, 1.37, 1.45, 1.39], [1.52, 1.32, 1.26, 1.3], [1.39, 1.29, 1.72, 3.72], [3.71, 1.15, 3.77, 2.54], [2.58, 2.58, 2.75, 5.67], [2.61, 2.73, 7.69, 2.57], [2.51, 2.54, 5.67, 10.67], [7.78, 4.64, 2.38, 2.44], [4.76, 2.45, 5.88, 4.71], [2.49, 2.55, 4.78, 8.76], [2.32, 5.74, 9.8, 4.72], [2.45, 13.67, 6.65, 2.53]]
epoch: 197
loss: 0.9999999927703261
dilation rates: [[1.52, 1.45, 1.55, 1.48], [1.66, 1.4, 1.23, 1.46], [1.46, 1.29, 1.78, 3.69], [3.76, 1.15, 3.75, 2.56], [2.65, 2.68, 2.8, 5.68], [2.6, 2.78, 7.71, 2.58], [2.49, 2.5, 5.64, 10.63], [7.79, 4.67, 2.38, 2.4], [4.78, 2.48, 5.83, 4.68], [2.49, 2.52, 4.71, 8.75], [2.35, 5.78, 9.79, 4.76], [2.46, 13.72, 6.69, 2.52]]
epoch: 198
loss: 0.9999999905210942
dilation rates: [[1.53, 1.45, 1.38, 1.63], [1.4, 1.41, 1.36, 1.44], [1.5, 1.29, 1.71, 3.68], [3.75, 1.26, 3.75, 2.55], [2.63, 2.57, 2.77, 5.75], [2.63, 2.75, 7.67, 2.54], [2.45, 2.48, 5.69, 10.6], [7.78, 4.66, 2.38, 2.42], [4.75, 2.48, 5.81, 4.67], [2.48, 2.54, 4.7, 8.8], [2.31, 5.76, 9.75, 4.78], [2.46, 13.76, 6.7, 2.49]]
epoch: 199
loss: 0.9999999913243913
dilation rates: [[1.48, 1.49, 1.55, 1.51], [1.53, 1.33, 1.33, 1.4], [1.34, 1.24, 1.75, 3.66], [3.76, 1.21, 3.96, 2.55], [2.74, 2.58, 2.75, 5.75], [2.59, 2.76, 7.68, 2.58], [2.52, 2.48, 5.69, 10.6], [7.76, 4.66, 2.39, 2.42], [4.72, 2.44, 5.82, 4.68], [2.45, 2.57, 4.72, 8.83], [2.3, 5.76, 9.8, 4.77], [2.46, 13.76, 6.69, 2.49]]
IOU: [97.6, 79.99, 90.34, 46.49, 48.53, 59.06, 59.91, 72.93, 91.34, 56.07, 94.1, 75.85, 53.83, 93.06, 71.53, 69.81, 25.13, 41.23, 69.64]
mIOU: 68.23, mIOU_reduced: 70.62, accuracy: 94.92
epoch: 200
loss: 0.9999999930916449
dilation rates: [[1.33, 1.48, 1.52, 1.51], [1.53, 1.3, 1.27, 1.38], [1.44, 1.22, 1.73, 3.69], [3.83, 1.1, 3.9, 2.52], [2.66, 2.66, 2.71, 5.74], [2.63, 2.74, 7.74, 2.51], [2.49, 2.52, 5.71, 10.69], [7.76, 4.7, 2.41, 2.45], [4.74, 2.46, 5.85, 4.68], [2.47, 2.54, 4.75, 8.87], [2.26, 5.76, 9.81, 4.75], [2.47, 13.77, 6.68, 2.53]]
epoch: 201
loss: 0.9999999930916449
dilation rates: [[1.35, 1.45, 1.51, 1.53], [1.58, 1.38, 1.28, 1.41], [1.4, 1.23, 1.74, 3.74], [3.74, 1.19, 3.76, 2.52], [2.63, 2.62, 2.67, 5.62], [2.62, 2.73, 7.69, 2.51], [2.46, 2.53, 5.68, 10.7], [7.75, 4.61, 2.39, 2.49], [4.73, 2.47, 5.83, 4.59], [2.41, 2.48, 4.73, 8.84], [2.22, 5.73, 9.82, 4.72], [2.44, 13.77, 6.65, 2.45]]
epoch: 202
loss: 0.9999999926096667
dilation rates: [[1.29, 1.41, 1.64, 1.55], [1.58, 1.36, 1.28, 1.4], [1.43, 1.16, 1.78, 3.62], [3.71, 1.23, 3.69, 2.58], [2.62, 2.58, 2.68, 5.63], [2.61, 2.78, 7.68, 2.44], [2.47, 2.54, 5.65, 10.75], [7.75, 4.56, 2.44, 2.46], [4.74, 2.44, 5.83, 4.61], [2.37, 2.53, 4.66, 8.83], [2.27, 5.74, 9.83, 4.68], [2.42, 13.78, 6.64, 2.46]]
epoch: 203
loss: 0.9999999930916449
dilation rates: [[1.6, 1.47, 1.52, 1.46], [1.63, 1.27, 1.26, 1.51], [1.37, 1.31, 1.68, 3.63], [3.82, 1.19, 3.79, 2.58], [2.69, 2.65, 2.68, 5.76], [2.62, 2.76, 7.65, 2.53], [2.52, 2.6, 5.7, 10.7], [7.75, 4.57, 2.51, 2.51], [4.75, 2.48, 5.78, 4.61], [2.45, 2.48, 4.66, 8.86], [2.35, 5.68, 9.77, 4.69], [2.39, 13.81, 6.66, 2.49]]
epoch: 204
loss: 0.9999999914850507
dilation rates: [[1.41, 1.45, 1.53, 1.57], [1.59, 1.37, 1.28, 1.42], [1.38, 1.22, 1.71, 3.63], [3.83, 1.15, 3.69, 2.55], [2.62, 2.67, 2.61, 5.7], [2.57, 2.73, 7.68, 2.56], [2.47, 2.5, 5.72, 10.76], [7.79, 4.64, 2.43, 2.5], [4.77, 2.46, 5.78, 4.63], [2.42, 2.51, 4.63, 8.88], [2.23, 5.71, 9.75, 4.75], [2.44, 13.78, 6.7, 2.48]]
epoch: 205
loss: 0.9999999930916449
dilation rates: [[1.52, 1.53, 1.49, 1.43], [1.48, 1.3, 1.22, 1.51], [1.36, 1.32, 1.6, 3.71], [3.81, 1.18, 3.77, 2.54], [2.58, 2.66, 2.62, 5.77], [2.6, 2.74, 7.66, 2.57], [2.43, 2.45, 5.7, 10.73], [7.79, 4.66, 2.38, 2.48], [4.76, 2.46, 5.76, 4.64], [2.47, 2.57, 4.7, 8.8], [2.27, 5.69, 9.73, 4.77], [2.52, 13.73, 6.65, 2.52]]
epoch: 206
loss: 0.9999999935736232
dilation rates: [[1.45, 1.44, 1.72, 1.53], [1.56, 1.28, 1.31, 1.37], [1.4, 1.35, 1.69, 3.72], [3.83, 1.2, 3.87, 2.61], [2.59, 2.69, 2.66, 5.74], [2.66, 2.79, 7.61, 2.55], [2.44, 2.52, 5.66, 10.68], [7.79, 4.67, 2.45, 2.47], [4.68, 2.45, 5.77, 4.66], [2.47, 2.62, 4.72, 8.8], [2.3, 5.69, 9.78, 4.74], [2.45, 13.69, 6.6, 2.52]]
epoch: 207
loss: 0.9999999908424131
dilation rates: [[1.46, 1.46, 1.61, 1.54], [1.51, 1.34, 1.37, 1.48], [1.37, 1.31, 1.72, 3.76], [3.76, 1.16, 3.83, 2.61], [2.63, 2.66, 2.72, 5.81], [2.73, 2.78, 7.65, 2.57], [2.49, 2.56, 5.66, 10.66], [7.8, 4.61, 2.46, 2.5], [4.7, 2.4, 5.77, 4.67], [2.37, 2.59, 4.72, 8.82], [2.32, 5.75, 9.8, 4.79], [2.49, 13.75, 6.67, 2.45]]
epoch: 208
loss: 0.9999999910030725
dilation rates: [[1.46, 1.45, 1.47, 1.54], [1.49, 1.39, 1.34, 1.57], [1.44, 1.2, 1.64, 3.71], [3.76, 1.04, 3.8, 2.61], [2.61, 2.69, 2.73, 5.81], [2.7, 2.79, 7.73, 2.53], [2.52, 2.46, 5.72, 10.73], [7.82, 4.69, 2.44, 2.53], [4.69, 2.43, 5.77, 4.65], [2.34, 2.53, 4.72, 8.91], [2.3, 5.68, 9.75, 4.72], [2.37, 13.73, 6.67, 2.49]]
epoch: 209
loss: 0.9999999903604349
dilation rates: [[1.41, 1.46, 1.56, 1.56], [1.62, 1.41, 1.21, 1.47], [1.41, 1.27, 1.71, 3.75], [3.83, 1.18, 3.74, 2.6], [2.51, 2.67, 2.72, 5.76], [2.68, 2.76, 7.71, 2.55], [2.47, 2.49, 5.78, 10.69], [7.8, 4.65, 2.39, 2.47], [4.66, 2.44, 5.79, 4.59], [2.38, 2.56, 4.69, 8.94], [2.28, 5.72, 9.78, 4.67], [2.44, 13.71, 6.63, 2.5]]
epoch: 210
loss: 0.9999999924490073
dilation rates: [[1.35, 1.47, 1.52, 1.51], [1.55, 1.29, 1.32, 1.42], [1.35, 1.27, 1.67, 3.68], [3.78, 1.2, 3.73, 2.57], [2.56, 2.65, 2.69, 5.75], [2.63, 2.76, 7.63, 2.56], [2.44, 2.47, 5.72, 10.74], [7.73, 4.67, 2.3, 2.42], [4.65, 2.43, 5.83, 4.66], [2.43, 2.57, 4.67, 8.9], [2.33, 5.72, 9.71, 4.71], [2.43, 13.75, 6.65, 2.42]]
epoch: 211
loss: 0.9999999924490073
dilation rates: [[1.43, 1.38, 1.54, 1.48], [1.55, 1.28, 1.4, 1.52], [1.35, 1.28, 1.64, 3.67], [3.76, 1.23, 3.74, 2.61], [2.5, 2.59, 2.66, 5.69], [2.64, 2.76, 7.72, 2.58], [2.43, 2.53, 5.67, 10.73], [7.81, 4.66, 2.43, 2.4], [4.64, 2.41, 5.87, 4.64], [2.49, 2.49, 4.65, 8.93], [2.29, 5.75, 9.78, 4.76], [2.46, 13.75, 6.67, 2.52]]
epoch: 212
loss: 0.9999999929309855
dilation rates: [[1.36, 1.42, 1.47, 1.54], [1.6, 1.31, 1.33, 1.42], [1.39, 1.28, 1.7, 3.65], [3.75, 1.18, 3.69, 2.57], [2.54, 2.62, 2.69, 5.73], [2.59, 2.73, 7.75, 2.54], [2.45, 2.49, 5.72, 10.72], [7.79, 4.65, 2.44, 2.45], [4.63, 2.47, 5.86, 4.66], [2.48, 2.53, 4.64, 8.9], [2.26, 5.72, 9.78, 4.67], [2.44, 13.8, 6.63, 2.49]]
epoch: 213
loss: 0.999999991967029
dilation rates: [[1.55, 1.39, 1.6, 1.57], [1.63, 1.4, 1.23, 1.52], [1.44, 1.28, 1.72, 3.83], [3.71, 1.3, 3.81, 2.61], [2.58, 2.71, 2.66, 5.66], [2.57, 2.75, 7.7, 2.52], [2.51, 2.44, 5.67, 10.84], [7.83, 4.7, 2.44, 2.4], [4.65, 2.49, 5.89, 4.78], [2.4, 2.6, 4.67, 8.9], [2.33, 5.71, 9.77, 4.69], [2.44, 13.75, 6.69, 2.51]]
epoch: 214
loss: 0.9999999913243913
dilation rates: [[1.45, 1.43, 1.54, 1.58], [1.56, 1.26, 1.32, 1.47], [1.36, 1.25, 1.67, 3.68], [3.82, 1.24, 3.73, 2.63], [2.58, 2.62, 2.63, 5.76], [2.6, 2.74, 7.72, 2.52], [2.51, 2.42, 5.68, 10.84], [7.82, 4.75, 2.43, 2.48], [4.65, 2.45, 5.86, 4.81], [2.46, 2.57, 4.71, 8.91], [2.31, 5.76, 9.75, 4.7], [2.42, 13.72, 6.62, 2.47]]
epoch: 215
loss: 0.9999999905210942
dilation rates: [[1.47, 1.4, 1.58, 1.63], [1.58, 1.4, 1.31, 1.5], [1.39, 1.24, 1.77, 3.71], [3.75, 1.25, 3.88, 2.61], [2.58, 2.66, 2.58, 5.79], [2.67, 2.75, 7.76, 2.56], [2.52, 2.56, 5.71, 10.82], [7.74, 4.77, 2.47, 2.48], [4.72, 2.52, 5.89, 4.79], [2.42, 2.57, 4.7, 8.86], [2.31, 5.77, 9.76, 4.7], [2.49, 13.71, 6.66, 2.43]]
epoch: 216
loss: 0.9999999901997754
dilation rates: [[1.4, 1.38, 1.58, 1.61], [1.5, 1.3, 1.33, 1.44], [1.45, 1.32, 1.7, 3.66], [3.68, 1.07, 3.81, 2.65], [2.59, 2.66, 2.64, 5.78], [2.68, 2.73, 7.78, 2.55], [2.37, 2.46, 5.7, 10.81], [7.78, 4.7, 2.39, 2.42], [4.74, 2.48, 5.83, 4.76], [2.42, 2.52, 4.71, 8.87], [2.31, 5.73, 9.74, 4.63], [2.44, 13.71, 6.64, 2.52]]
epoch: 217
loss: 0.9999999934129638
dilation rates: [[1.45, 1.42, 1.6, 1.53], [1.49, 1.38, 1.27, 1.44], [1.43, 1.17, 1.71, 3.62], [3.72, 1.16, 3.76, 2.58], [2.58, 2.63, 2.65, 5.78], [2.62, 2.72, 7.73, 2.53], [2.48, 2.54, 5.65, 10.77], [7.82, 4.7, 2.41, 2.44], [4.68, 2.44, 5.84, 4.7], [2.43, 2.54, 4.68, 8.84], [2.28, 5.67, 9.77, 4.61], [2.42, 13.68, 6.66, 2.49]]
epoch: 218
loss: 0.9999999910030725
dilation rates: [[1.55, 1.52, 1.58, 1.46], [1.55, 1.37, 1.35, 1.48], [1.37, 1.22, 1.7, 3.71], [3.66, 1.2, 3.74, 2.57], [2.62, 2.67, 2.62, 5.77], [2.59, 2.7, 7.74, 2.56], [2.57, 2.53, 5.68, 10.73], [7.84, 4.7, 2.4, 2.42], [4.71, 2.45, 5.77, 4.69], [2.46, 2.52, 4.7, 8.82], [2.29, 5.68, 9.73, 4.68], [2.48, 13.74, 6.69, 2.49]]
epoch: 219
loss: 0.9999999908424131
dilation rates: [[1.42, 1.41, 1.54, 1.59], [1.6, 1.46, 1.37, 1.46], [1.49, 1.31, 1.67, 3.73], [3.67, 1.2, 3.77, 2.57], [2.53, 2.7, 2.62, 5.85], [2.6, 2.7, 7.76, 2.55], [2.48, 2.59, 5.65, 10.72], [7.83, 4.67, 2.39, 2.43], [4.72, 2.44, 5.81, 4.68], [2.47, 2.52, 4.69, 8.84], [2.29, 5.71, 9.8, 4.63], [2.42, 13.76, 6.67, 2.47]]
epoch: 220
loss: 0.9999999913243913
dilation rates: [[1.46, 1.37, 1.55, 1.51], [1.54, 1.3, 1.32, 1.42], [1.4, 1.2, 1.61, 3.74], [3.77, 1.26, 3.75, 2.6], [2.6, 2.62, 2.65, 5.87], [2.56, 2.71, 7.76, 2.53], [2.44, 2.53, 5.66, 10.74], [7.84, 4.68, 2.36, 2.45], [4.72, 2.46, 5.78, 4.69], [2.47, 2.47, 4.71, 8.84], [2.24, 5.69, 9.75, 4.67], [2.46, 13.72, 6.66, 2.53]]
epoch: 221
loss: 0.9999999924490073
dilation rates: [[1.43, 1.51, 1.55, 1.43], [1.58, 1.26, 1.27, 1.52], [1.36, 1.22, 1.75, 3.69], [3.81, 1.21, 3.8, 2.59], [2.61, 2.61, 2.61, 5.84], [2.58, 2.75, 7.61, 2.53], [2.48, 2.55, 5.69, 10.7], [7.8, 4.69, 2.42, 2.42], [4.74, 2.45, 5.77, 4.64], [2.41, 2.53, 4.69, 8.85], [2.23, 5.7, 9.78, 4.63], [2.42, 13.81, 6.67, 2.49]]
epoch: 222
loss: 0.9999999930916449
dilation rates: [[1.51, 1.42, 1.61, 1.57], [1.56, 1.34, 1.24, 1.42], [1.35, 1.27, 1.67, 3.72], [3.83, 1.21, 3.76, 2.65], [2.65, 2.66, 2.6, 5.73], [2.62, 2.77, 7.65, 2.56], [2.53, 2.6, 5.63, 10.59], [7.74, 4.65, 2.46, 2.49], [4.72, 2.54, 5.74, 4.65], [2.44, 2.55, 4.75, 8.78], [2.25, 5.69, 9.74, 4.75], [2.45, 13.74, 6.66, 2.46]]
epoch: 223
loss: 0.9999999924490073
dilation rates: [[1.47, 1.48, 1.53, 1.54], [1.64, 1.37, 1.36, 1.49], [1.48, 1.33, 1.73, 3.72], [3.81, 1.16, 3.78, 2.59], [2.62, 2.62, 2.61, 5.79], [2.61, 2.69, 7.62, 2.5], [2.49, 2.63, 5.63, 10.67], [7.76, 4.66, 2.48, 2.46], [4.75, 2.5, 5.75, 4.62], [2.44, 2.61, 4.76, 8.82], [2.34, 5.74, 9.78, 4.81], [2.42, 13.78, 6.75, 2.5]]
epoch: 224
loss: 0.9999999924490073
dilation rates: [[1.48, 1.51, 1.58, 1.63], [1.53, 1.35, 1.35, 1.42], [1.43, 1.28, 1.6, 3.73], [3.81, 1.21, 3.75, 2.63], [2.62, 2.64, 2.65, 5.75], [2.57, 2.7, 7.65, 2.52], [2.47, 2.59, 5.63, 10.67], [7.75, 4.67, 2.34, 2.43], [4.75, 2.48, 5.73, 4.68], [2.49, 2.6, 4.73, 8.79], [2.33, 5.74, 9.81, 4.76], [2.44, 13.75, 6.7, 2.47]]
IOU: [96.91, 77.43, 90.65, 43.22, 56.18, 58.82, 59.33, 71.03, 90.85, 53.17, 93.9, 75.83, 53.01, 92.54, 50.56, 77.13, 61.14, 44.18, 69.69]
mIOU: 69.24, mIOU_reduced: 70.42, accuracy: 94.63
epoch: 225
loss: 0.9999999916457102
dilation rates: [[1.43, 1.55, 1.37, 1.56], [1.64, 1.31, 1.33, 1.51], [1.33, 1.34, 1.65, 3.66], [3.8, 1.26, 3.7, 2.56], [2.65, 2.67, 2.66, 5.79], [2.62, 2.69, 7.68, 2.49], [2.42, 2.48, 5.68, 10.71], [7.8, 4.7, 2.29, 2.39], [4.74, 2.39, 5.81, 4.69], [2.5, 2.55, 4.7, 8.87], [2.27, 5.73, 9.85, 4.73], [2.43, 13.73, 6.61, 2.46]]
epoch: 226
loss: 0.9999999922883478
dilation rates: [[1.51, 1.47, 1.56, 1.61], [1.54, 1.41, 1.4, 1.49], [1.45, 1.3, 1.61, 3.7], [3.73, 1.25, 3.75, 2.57], [2.66, 2.65, 2.68, 5.7], [2.63, 2.65, 7.63, 2.54], [2.46, 2.44, 5.68, 10.75], [7.77, 4.65, 2.35, 2.52], [4.72, 2.48, 5.77, 4.67], [2.57, 2.52, 4.68, 8.9], [2.29, 5.8, 9.87, 4.76], [2.47, 13.7, 6.64, 2.49]]
epoch: 227
loss: 0.9999999910030725
dilation rates: [[1.46, 1.51, 1.54, 1.47], [1.66, 1.31, 1.33, 1.38], [1.43, 1.3, 1.65, 3.75], [3.81, 1.16, 3.74, 2.66], [2.6, 2.74, 2.68, 5.71], [2.63, 2.63, 7.67, 2.57], [2.46, 2.54, 5.68, 10.81], [7.78, 4.71, 2.36, 2.51], [4.73, 2.51, 5.75, 4.65], [2.58, 2.58, 4.63, 8.93], [2.33, 5.77, 9.84, 4.72], [2.48, 13.68, 6.68, 2.45]]
epoch: 228
loss: 0.9999999942162608
dilation rates: [[1.41, 1.35, 1.47, 1.43], [1.5, 1.28, 1.31, 1.36], [1.3, 1.25, 1.56, 3.74], [3.81, 1.17, 3.61, 2.58], [2.63, 2.74, 2.64, 5.64], [2.6, 2.69, 7.7, 2.47], [2.43, 2.44, 5.63, 10.87], [7.72, 4.72, 2.45, 2.47], [4.71, 2.42, 5.73, 4.67], [2.44, 2.53, 4.68, 8.82], [2.33, 5.74, 9.78, 4.69], [2.5, 13.75, 6.65, 2.48]]
epoch: 229
loss: 0.9999999916457102
dilation rates: [[1.53, 1.32, 1.68, 1.65], [1.52, 1.34, 1.32, 1.4], [1.44, 1.22, 1.64, 3.7], [3.78, 1.19, 3.65, 2.65], [2.63, 2.68, 2.65, 5.77], [2.56, 2.7, 7.71, 2.54], [2.49, 2.56, 5.61, 10.76], [7.67, 4.68, 2.42, 2.51], [4.73, 2.41, 5.77, 4.6], [2.45, 2.61, 4.67, 8.92], [2.32, 5.73, 9.84, 4.77], [2.46, 13.69, 6.67, 2.48]]
epoch: 230
loss: 0.9999999898784565
dilation rates: [[1.52, 1.38, 1.43, 1.48], [1.49, 1.34, 1.2, 1.36], [1.43, 1.25, 1.64, 3.63], [3.79, 1.12, 3.72, 2.65], [2.62, 2.53, 2.62, 5.9], [2.53, 2.64, 7.71, 2.54], [2.5, 2.56, 5.59, 10.69], [7.73, 4.7, 2.46, 2.45], [4.76, 2.46, 5.84, 4.61], [2.49, 2.58, 4.7, 8.86], [2.29, 5.75, 9.81, 4.77], [2.41, 13.69, 6.7, 2.5]]
epoch: 231
loss: 0.9999999906817536
dilation rates: [[1.57, 1.47, 1.56, 1.48], [1.46, 1.35, 1.36, 1.44], [1.41, 1.25, 1.64, 3.67], [3.81, 1.25, 3.74, 2.58], [2.57, 2.55, 2.68, 5.78], [2.55, 2.68, 7.76, 2.52], [2.49, 2.53, 5.6, 10.64], [7.72, 4.72, 2.45, 2.38], [4.78, 2.44, 5.81, 4.57], [2.44, 2.55, 4.66, 8.91], [2.31, 5.72, 9.79, 4.73], [2.44, 13.8, 6.72, 2.5]]
epoch: 232
loss: 0.9999999935736232
dilation rates: [[1.47, 1.48, 1.47, 1.51], [1.56, 1.27, 1.23, 1.37], [1.49, 1.24, 1.62, 3.53], [3.75, 1.22, 3.79, 2.57], [2.56, 2.58, 2.61, 5.68], [2.59, 2.65, 7.79, 2.52], [2.47, 2.47, 5.56, 10.67], [7.71, 4.69, 2.4, 2.37], [4.74, 2.48, 5.79, 4.53], [2.44, 2.55, 4.62, 8.88], [2.29, 5.71, 9.76, 4.72], [2.44, 13.72, 6.63, 2.48]]
epoch: 233
loss: 0.9999999921276884
dilation rates: [[1.48, 1.51, 1.61, 1.54], [1.49, 1.35, 1.32, 1.4], [1.58, 1.26, 1.57, 3.67], [3.75, 1.27, 3.69, 2.63], [2.56, 2.7, 2.62, 5.67], [2.62, 2.68, 7.64, 2.51], [2.47, 2.53, 5.62, 10.69], [7.74, 4.7, 2.44, 2.43], [4.71, 2.44, 5.81, 4.63], [2.41, 2.59, 4.64, 8.89], [2.25, 5.76, 9.79, 4.72], [2.5, 13.76, 6.63, 2.5]]
epoch: 234
loss: 0.9999999937342826
dilation rates: [[1.59, 1.52, 1.54, 1.52], [1.61, 1.42, 1.35, 1.39], [1.44, 1.27, 1.55, 3.7], [3.8, 1.2, 3.82, 2.58], [2.6, 2.66, 2.59, 5.75], [2.59, 2.67, 7.67, 2.5], [2.43, 2.53, 5.65, 10.76], [7.76, 4.71, 2.46, 2.41], [4.72, 2.45, 5.82, 4.69], [2.44, 2.51, 4.62, 8.9], [2.31, 5.76, 9.81, 4.74], [2.43, 13.71, 6.67, 2.46]]
epoch: 235
loss: 0.9999999943769203
dilation rates: [[1.41, 1.53, 1.54, 1.47], [1.57, 1.4, 1.38, 1.39], [1.33, 1.26, 1.61, 3.6], [3.8, 1.14, 3.87, 2.61], [2.66, 2.66, 2.63, 5.73], [2.62, 2.66, 7.63, 2.47], [2.52, 2.57, 5.68, 10.68], [7.77, 4.68, 2.45, 2.4], [4.68, 2.48, 5.8, 4.66], [2.46, 2.5, 4.64, 8.9], [2.21, 5.77, 9.78, 4.7], [2.48, 13.75, 6.66, 2.52]]
epoch: 236
loss: 0.9999999910030725
dilation rates: [[1.47, 1.41, 1.44, 1.48], [1.56, 1.37, 1.2, 1.46], [1.35, 1.16, 1.62, 3.65], [3.74, 1.2, 3.84, 2.61], [2.6, 2.63, 2.61, 5.77], [2.63, 2.69, 7.67, 2.45], [2.48, 2.54, 5.71, 10.7], [7.71, 4.69, 2.39, 2.47], [4.64, 2.53, 5.75, 4.64], [2.49, 2.46, 4.61, 8.96], [2.31, 5.72, 9.77, 4.67], [2.42, 13.73, 6.67, 2.43]]
epoch: 237
loss: 0.9999999922883478
dilation rates: [[1.4, 1.45, 1.49, 1.53], [1.53, 1.25, 1.36, 1.39], [1.43, 1.24, 1.61, 3.68], [3.75, 1.24, 3.8, 2.65], [2.66, 2.65, 2.64, 5.74], [2.67, 2.71, 7.68, 2.49], [2.55, 2.56, 5.68, 10.73], [7.74, 4.75, 2.37, 2.52], [4.61, 2.54, 5.76, 4.62], [2.48, 2.53, 4.7, 8.91], [2.3, 5.72, 9.83, 4.71], [2.44, 13.82, 6.7, 2.47]]
epoch: 238
loss: 0.9999999922883478
dilation rates: [[1.44, 1.4, 1.56, 1.5], [1.55, 1.35, 1.33, 1.48], [1.48, 1.29, 1.53, 3.76], [3.79, 1.18, 3.79, 2.63], [2.64, 2.58, 2.61, 5.8], [2.6, 2.67, 7.75, 2.49], [2.5, 2.52, 5.68, 10.82], [7.69, 4.69, 2.36, 2.44], [4.6, 2.46, 5.74, 4.56], [2.42, 2.55, 4.66, 8.92], [2.23, 5.69, 9.76, 4.69], [2.43, 13.79, 6.62, 2.44]]
epoch: 239
loss: 0.9999999929309855
dilation rates: [[1.43, 1.52, 1.65, 1.48], [1.5, 1.36, 1.29, 1.43], [1.36, 1.42, 1.58, 3.64], [3.83, 1.14, 3.73, 2.75], [2.64, 2.59, 2.66, 5.77], [2.65, 2.65, 7.81, 2.5], [2.51, 2.5, 5.63, 10.78], [7.75, 4.66, 2.37, 2.45], [4.61, 2.55, 5.7, 4.58], [2.5, 2.63, 4.67, 8.87], [2.32, 5.66, 9.81, 4.72], [2.49, 13.81, 6.64, 2.48]]
epoch: 240
loss: 0.9999999924490073
dilation rates: [[1.51, 1.49, 1.66, 1.47], [1.56, 1.28, 1.31, 1.48], [1.44, 1.29, 1.69, 3.67], [3.76, 1.18, 3.78, 2.67], [2.54, 2.55, 2.62, 5.79], [2.62, 2.65, 7.82, 2.51], [2.53, 2.55, 5.62, 10.72], [7.76, 4.7, 2.44, 2.45], [4.63, 2.54, 5.74, 4.59], [2.45, 2.61, 4.65, 8.85], [2.27, 5.7, 9.75, 4.72], [2.46, 13.81, 6.62, 2.45]]
IOU: [97.38, 79.56, 90.12, 53.29, 54.61, 58.79, 61.29, 71.75, 90.27, 59.79, 94.48, 75.01, 51.63, 92.72, 60.77, 74.99, 53.05, 47.66, 70.73]
mIOU: 70.42, mIOU_reduced: 71.82, accuracy: 94.79
epoch: 241
loss: 0.9999999943769203
dilation rates: [[1.44, 1.53, 1.55, 1.53], [1.56, 1.42, 1.41, 1.53], [1.58, 1.29, 1.69, 3.66], [3.74, 1.26, 3.76, 2.57], [2.51, 2.52, 2.59, 5.81], [2.67, 2.65, 7.76, 2.53], [2.56, 2.44, 5.63, 10.68], [7.79, 4.72, 2.4, 2.5], [4.65, 2.53, 5.74, 4.54], [2.43, 2.53, 4.61, 8.84], [2.3, 5.67, 9.72, 4.7], [2.41, 13.74, 6.64, 2.41]]
IOU: [97.05, 77.79, 83.1, 37.97, 48.98, 55.28, 58.96, 64.66, 90.44, 60.3, 94.17, 74.08, 50.52, 90.42, 41.16, 52.37, 4.04, 25.55, 69.1]
mIOU: 61.89, mIOU_reduced: 67.4, accuracy: 92.39
epoch: 242
loss: 0.9999999906817536
dilation rates: [[1.43, 1.47, 1.51, 1.6], [1.54, 1.39, 1.26, 1.43], [1.48, 1.24, 1.63, 3.71], [3.76, 1.19, 3.8, 2.52], [2.48, 2.54, 2.6, 5.78], [2.61, 2.66, 7.7, 2.55], [2.51, 2.48, 5.61, 10.71], [7.8, 4.71, 2.38, 2.53], [4.66, 2.47, 5.74, 4.56], [2.42, 2.53, 4.64, 8.91], [2.3, 5.66, 9.67, 4.72], [2.39, 13.66, 6.65, 2.44]]
IOU: [97.8, 81.82, 90.43, 38.75, 52.86, 58.41, 56.27, 72.47, 91.27, 53.66, 94.24, 75.92, 52.76, 92.96, 43.03, 71.31, 58.34, 41.48, 70.95]
mIOU: 68.14, mIOU_reduced: 70.13, accuracy: 95.0
epoch: 243
loss: 0.9999999906817536
dilation rates: [[1.5, 1.47, 1.51, 1.54], [1.54, 1.34, 1.32, 1.44], [1.34, 1.3, 1.63, 3.63], [3.72, 1.19, 3.67, 2.56], [2.49, 2.64, 2.64, 5.72], [2.6, 2.7, 7.73, 2.61], [2.56, 2.43, 5.64, 10.81], [7.78, 4.68, 2.4, 2.48], [4.61, 2.47, 5.79, 4.6], [2.36, 2.52, 4.64, 8.95], [2.3, 5.69, 9.71, 4.67], [2.41, 13.66, 6.64, 2.45]]
IOU: [97.53, 80.76, 90.72, 52.37, 48.09, 59.85, 60.16, 72.07, 91.78, 60.98, 94.38, 77.17, 56.07, 93.25, 65.71, 77.96, 57.36, 46.49, 70.13]
mIOU: 71.2, mIOU_reduced: 71.99, accuracy: 95.1
epoch: 244
loss: 0.9999999934129638
dilation rates: [[1.54, 1.45, 1.39, 1.54], [1.47, 1.28, 1.28, 1.45], [1.31, 1.29, 1.67, 3.63], [3.69, 1.15, 3.72, 2.67], [2.52, 2.56, 2.66, 5.67], [2.62, 2.7, 7.72, 2.53], [2.5, 2.5, 5.63, 10.82], [7.76, 4.68, 2.38, 2.5], [4.63, 2.48, 5.75, 4.57], [2.4, 2.54, 4.62, 8.84], [2.29, 5.67, 9.76, 4.65], [2.45, 13.68, 6.63, 2.54]]
IOU: [97.66, 81.32, 90.59, 44.86, 54.94, 57.84, 60.39, 72.74, 91.03, 54.74, 94.05, 73.97, 48.9, 91.46, 53.84, 70.93, 57.73, 33.31, 69.15]
mIOU: 68.39, mIOU_reduced: 69.81, accuracy: 94.86
epoch: 245
loss: 0.9999999916457102
dilation rates: [[1.42, 1.45, 1.63, 1.61], [1.47, 1.33, 1.31, 1.43], [1.35, 1.36, 1.67, 3.67], [3.72, 1.26, 3.82, 2.72], [2.58, 2.62, 2.65, 5.78], [2.58, 2.71, 7.68, 2.51], [2.51, 2.5, 5.65, 10.82], [7.74, 4.63, 2.34, 2.51], [4.61, 2.43, 5.74, 4.61], [2.47, 2.53, 4.61, 8.82], [2.25, 5.66, 9.71, 4.67], [2.42, 13.67, 6.63, 2.55]]
IOU: [97.7, 81.0, 90.9, 54.13, 53.53, 57.9, 62.29, 72.07, 91.55, 57.17, 93.85, 76.4, 51.17, 92.82, 61.06, 74.93, 54.6, 41.05, 64.75]
mIOU: 69.94, mIOU_reduced: 71.14, accuracy: 95.07
epoch: 246
loss: 0.9999999910030725
dilation rates: [[1.49, 1.51, 1.69, 1.57], [1.59, 1.39, 1.39, 1.49], [1.43, 1.21, 1.68, 3.62], [3.73, 1.28, 3.84, 2.51], [2.52, 2.65, 2.62, 5.8], [2.6, 2.72, 7.75, 2.51], [2.52, 2.52, 5.69, 10.79], [7.77, 4.74, 2.37, 2.51], [4.6, 2.47, 5.77, 4.62], [2.42, 2.56, 4.68, 8.86], [2.29, 5.72, 9.73, 4.67], [2.53, 13.7, 6.67, 2.55]]
IOU: [97.44, 79.2, 90.0, 37.71, 55.54, 56.47, 53.19, 71.62, 90.31, 59.72, 93.47, 75.89, 53.9, 91.63, 50.31, 77.66, 65.03, 47.56, 69.43]
mIOU: 69.27, mIOU_reduced: 70.19, accuracy: 94.62
epoch: 247
loss: 0.9999999901997754
dilation rates: [[1.38, 1.45, 1.49, 1.56], [1.43, 1.31, 1.31, 1.52], [1.46, 1.25, 1.72, 3.66], [3.71, 1.12, 3.8, 2.52], [2.62, 2.67, 2.64, 5.75], [2.66, 2.76, 7.75, 2.49], [2.48, 2.57, 5.72, 10.82], [7.77, 4.72, 2.43, 2.46], [4.64, 2.43, 5.8, 4.63], [2.43, 2.48, 4.67, 8.88], [2.34, 5.78, 9.8, 4.71], [2.5, 13.77, 6.67, 2.53]]
IOU: [97.67, 80.81, 91.05, 51.35, 52.75, 58.74, 61.32, 71.14, 91.4, 58.19, 94.32, 75.33, 55.53, 93.28, 62.77, 78.47, 69.23, 47.63, 71.01]
mIOU: 71.68, mIOU_reduced: 71.97, accuracy: 95.13
epoch: 248
loss: 0.9999999942162608
dilation rates: [[1.47, 1.55, 1.53, 1.55], [1.51, 1.29, 1.41, 1.47], [1.35, 1.24, 1.64, 3.77], [3.72, 1.13, 3.78, 2.53], [2.6, 2.69, 2.59, 5.75], [2.65, 2.74, 7.74, 2.54], [2.48, 2.5, 5.71, 10.8], [7.79, 4.72, 2.37, 2.43], [4.6, 2.38, 5.81, 4.61], [2.42, 2.52, 4.64, 8.84], [2.25, 5.78, 9.79, 4.73], [2.4, 13.81, 6.67, 2.45]]
IOU: [97.06, 79.36, 90.5, 33.31, 50.76, 57.17, 60.8, 72.4, 91.16, 56.63, 93.74, 75.71, 54.89, 91.94, 61.25, 70.61, 51.62, 37.43, 68.66]
mIOU: 68.16, mIOU_reduced: 69.47, accuracy: 94.63
epoch: 249
loss: 0.9999999906817536
dilation rates: [[1.42, 1.43, 1.51, 1.57], [1.5, 1.35, 1.27, 1.53], [1.43, 1.27, 1.69, 3.74], [3.65, 1.21, 3.77, 2.62], [2.6, 2.64, 2.61, 5.64], [2.65, 2.68, 7.73, 2.47], [2.41, 2.55, 5.7, 10.77], [7.74, 4.67, 2.44, 2.45], [4.61, 2.37, 5.81, 4.6], [2.45, 2.59, 4.66, 8.83], [2.31, 5.77, 9.78, 4.73], [2.43, 13.76, 6.69, 2.5]]
IOU: [97.59, 81.45, 91.31, 60.07, 53.44, 60.16, 59.1, 73.33, 91.45, 61.37, 94.34, 77.6, 56.57, 93.33, 54.35, 66.85, 34.38, 50.36, 71.57]
mIOU: 69.93, mIOU_reduced: 73.32, accuracy: 95.21
Best mIOU: 71.68303981580232
Best global accuracy: 95.20702958106995
Training time 16:42:00
mIOUs: [71.68303981580232]
global_accuracies: [95.20702958106995]
