
:=========== Few-shot Seg. with Matcher ===========
|             datapath: datasets                
|            benchmark: coco                    
|                  bsz: 1                       
|              nworker: 0                       
|                 fold: 1                       
|                nshot: 1                       
|             img_size: 1024                    
| use_original_imgsize: False                   
|             log_root: output/coco_ab/fold1    
|            visualize: 0                       
|          dinov2_size: vit_large               
|             sam_size: vit_h                   
|       dinov2_weights: models/dinov2_vitl14_pretrain.pth
|          sam_weights: models/sam_vit_h_4b8939.pth
|     use_semantic_sam: False                   
| semantic_sam_weights: models/swint_only_sam_many2many.pth
|      points_per_side: 64                      
|      pred_iou_thresh: 0.88                    
| sel_stability_score_thresh: 0.9                     
| stability_score_thresh: 0.95                    
|           iou_filter: 0.85                    
|       box_nms_thresh: 0.65                    
|         output_layer: 3                       
| dense_multimask_output: 0                       
|       use_dense_mask: 1                       
|     multimask_output: 1                       
|          num_centers: 8                       
|              use_box: False                   
| use_points_or_centers: True                    
|         sample_range: (1, 6)                  
| max_sample_iterations: 64                      
|                alpha: 1.0                     
|                 beta: 0.0                     
|                  exp: 0.0                     
|           emd_filter: 0.0                     
|        purity_filter: 0.02                    
|      coverage_filter: 0.0                     
|     use_score_filter: True                    
| deep_score_norm_filter: 0.1                     
|    deep_score_filter: 0.33                    
| topk_scores_threshold: 0.0                     
|     num_merging_mask: 9                       
:================================================

# available GPUs: 1
using MLP layer as FFN
Pretrained weights found at models/dinov2_vitl14_pretrain.pth and loaded with msg: <All keys matched successfully>
[Batch: 0001/1000] mIoU:  1.04  |  FB-IoU: 57.68 |  0:  0.00    |  1:  0.00    |  2:  0.00    |  3:  0.00    |  4:  0.00    |  5:  0.00    |  6:  0.00    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14:  0.00    |  15:  0.00    |  16:  0.00    |  17:  0.00    |  18: 20.78    |  19:  0.00   
[Batch: 0002/1000] mIoU:  5.76  |  FB-IoU: 86.72 |  0:  0.00    |  1:  0.00    |  2:  0.00    |  3:  0.00    |  4:  0.00    |  5:  0.00    |  6:  0.00    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14:  0.00    |  15:  0.00    |  16:  0.00    |  17:  0.00    |  18: 20.78    |  19: 94.42   
[Batch: 0003/1000] mIoU: 10.48  |  FB-IoU: 91.49 |  0:  0.00    |  1:  0.00    |  2:  0.00    |  3:  0.00    |  4:  0.00    |  5: 94.30    |  6:  0.00    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14:  0.00    |  15:  0.00    |  16:  0.00    |  17:  0.00    |  18: 20.78    |  19: 94.42   
[Batch: 0004/1000] mIoU: 10.81  |  FB-IoU: 67.61 |  0:  0.00    |  1:  0.00    |  2:  0.00    |  3:  0.00    |  4:  0.00    |  5: 94.30    |  6:  0.00    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14:  0.00    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 20.78    |  19: 94.42   
[Batch: 0005/1000] mIoU: 12.79  |  FB-IoU: 61.29 |  0:  0.00    |  1:  0.00    |  2:  0.00    |  3:  0.00    |  4:  0.00    |  5: 94.30    |  6:  0.00    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 20.78    |  19: 94.42   
[Batch: 0006/1000] mIoU: 15.35  |  FB-IoU: 62.34 |  0: 51.16    |  1:  0.00    |  2:  0.00    |  3:  0.00    |  4:  0.00    |  5: 94.30    |  6:  0.00    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 20.78    |  19: 94.42   
[Batch: 0007/1000] mIoU: 15.80  |  FB-IoU: 56.33 |  0: 51.16    |  1:  0.00    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 94.30    |  6:  0.00    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 20.78    |  19: 94.42   
[Batch: 0008/1000] mIoU: 18.22  |  FB-IoU: 57.80 |  0: 51.16    |  1: 48.40    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 94.30    |  6:  0.00    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 20.78    |  19: 94.42   
[Batch: 0009/1000] mIoU: 22.53  |  FB-IoU: 59.71 |  0: 51.16    |  1: 48.40    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 94.30    |  6: 86.22    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 20.78    |  19: 94.42   
[Batch: 0010/1000] mIoU: 22.47  |  FB-IoU: 62.57 |  0: 51.16    |  1: 48.40    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 93.08    |  6: 86.22    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 20.78    |  19: 94.42   
[Batch: 0011/1000] mIoU: 22.08  |  FB-IoU: 62.76 |  0: 51.16    |  1: 48.40    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 93.08    |  6: 86.22    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 13.05    |  19: 94.42   
[Batch: 0012/1000] mIoU: 22.02  |  FB-IoU: 64.10 |  0: 51.16    |  1: 48.40    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 86.22    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 13.05    |  19: 94.42   
[Batch: 0013/1000] mIoU: 22.18  |  FB-IoU: 64.97 |  0: 54.22    |  1: 48.40    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 86.22    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11:  0.00    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 13.05    |  19: 94.42   
[Batch: 0014/1000] mIoU: 26.83  |  FB-IoU: 66.17 |  0: 54.22    |  1: 48.40    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 86.22    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 93.14    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  6.75    |  18: 13.05    |  19: 94.42   
[Batch: 0015/1000] mIoU: 26.92  |  FB-IoU: 66.57 |  0: 54.22    |  1: 48.40    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 86.22    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 93.14    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0016/1000] mIoU: 27.19  |  FB-IoU: 67.33 |  0: 59.63    |  1: 48.40    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 86.22    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 93.14    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0017/1000] mIoU: 27.07  |  FB-IoU: 68.10 |  0: 59.63    |  1: 48.40    |  2:  0.00    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 83.65    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 93.14    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0018/1000] mIoU: 27.90  |  FB-IoU: 67.95 |  0: 59.63    |  1: 48.40    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 83.65    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 93.14    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0019/1000] mIoU: 27.83  |  FB-IoU: 68.19 |  0: 58.14    |  1: 48.40    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 83.65    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 93.14    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0020/1000] mIoU: 27.80  |  FB-IoU: 68.47 |  0: 57.62    |  1: 48.40    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 83.65    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 93.14    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0021/1000] mIoU: 27.83  |  FB-IoU: 68.85 |  0: 57.62    |  1: 48.40    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 93.14    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16:  0.00    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0022/1000] mIoU: 32.41  |  FB-IoU: 69.76 |  0: 57.62    |  1: 48.40    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7:  0.00    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 93.14    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0023/1000] mIoU: 36.93  |  FB-IoU: 70.03 |  0: 57.62    |  1: 48.40    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7: 90.52    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 93.14    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0024/1000] mIoU: 34.65  |  FB-IoU: 69.51 |  0: 57.62    |  1: 48.40    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7: 90.52    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0025/1000] mIoU: 34.61  |  FB-IoU: 69.76 |  0: 57.62    |  1: 48.40    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7: 89.62    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0026/1000] mIoU: 34.56  |  FB-IoU: 70.01 |  0: 57.62    |  1: 48.40    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0027/1000] mIoU: 33.77  |  FB-IoU: 69.24 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10:  0.00    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0028/1000] mIoU: 35.06  |  FB-IoU: 69.38 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 25.80    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 94.42   
[Batch: 0029/1000] mIoU: 34.96  |  FB-IoU: 70.05 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 25.80    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 92.57   
[Batch: 0030/1000] mIoU: 34.66  |  FB-IoU: 70.54 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3:  9.02    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 25.80    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 86.52   
[Batch: 0031/1000] mIoU: 36.43  |  FB-IoU: 72.02 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 25.80    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 86.52   
[Batch: 0032/1000] mIoU: 35.72  |  FB-IoU: 71.85 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 91.89    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 86.52   
[Batch: 0033/1000] mIoU: 35.73  |  FB-IoU: 72.61 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 92.16    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 86.52   
[Batch: 0034/1000] mIoU: 35.82  |  FB-IoU: 73.75 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 92.16    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 39.57    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 88.31   
[Batch: 0035/1000] mIoU: 35.33  |  FB-IoU: 71.55 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 92.16    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 91.56    |  17:  8.54    |  18: 13.05    |  19: 88.31   
[Batch: 0036/1000] mIoU: 33.96  |  FB-IoU: 71.38 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 92.16    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12:  0.00    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 88.31   
[Batch: 0037/1000] mIoU: 38.73  |  FB-IoU: 72.12 |  0: 57.62    |  1: 32.59    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 92.16    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 88.31   
[Batch: 0038/1000] mIoU: 39.02  |  FB-IoU: 72.58 |  0: 63.44    |  1: 32.59    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 92.16    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 88.31   
[Batch: 0039/1000] mIoU: 40.26  |  FB-IoU: 73.31 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 92.16    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 88.31   
[Batch: 0040/1000] mIoU: 39.79  |  FB-IoU: 73.68 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 92.16    |  6: 84.16    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 78.89   
[Batch: 0041/1000] mIoU: 39.80  |  FB-IoU: 73.83 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 44.46    |  4:  0.00    |  5: 92.16    |  6: 84.34    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 78.89   
[Batch: 0042/1000] mIoU: 39.93  |  FB-IoU: 74.07 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 47.01    |  4:  0.00    |  5: 92.16    |  6: 84.34    |  7: 88.64    |  8:  0.00    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 78.89   
[Batch: 0043/1000] mIoU: 41.95  |  FB-IoU: 74.15 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 47.01    |  4:  0.00    |  5: 92.16    |  6: 84.34    |  7: 88.64    |  8: 40.47    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 78.89   
[Batch: 0044/1000] mIoU: 46.12  |  FB-IoU: 74.29 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 47.01    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 88.64    |  8: 40.47    |  9:  0.00    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 78.89   
[Batch: 0045/1000] mIoU: 49.78  |  FB-IoU: 74.41 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 47.01    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 88.64    |  8: 40.47    |  9: 73.27    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15:  0.00    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 78.89   
[Batch: 0046/1000] mIoU: 54.55  |  FB-IoU: 74.85 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 47.01    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 88.64    |  8: 40.47    |  9: 73.27    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17:  8.54    |  18: 13.05    |  19: 78.89   
[Batch: 0047/1000] mIoU: 54.65  |  FB-IoU: 74.76 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 47.01    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 88.64    |  8: 40.47    |  9: 73.27    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 78.89   
[Batch: 0048/1000] mIoU: 54.75  |  FB-IoU: 74.88 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 49.06    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 88.64    |  8: 40.47    |  9: 73.27    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 78.89   
[Batch: 0049/1000] mIoU: 54.78  |  FB-IoU: 74.99 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 49.06    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 40.47    |  9: 73.27    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13:  0.00    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 78.89   
[Batch: 0050/1000] mIoU: 58.98  |  FB-IoU: 75.14 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 49.06    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 40.47    |  9: 73.27    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13: 84.08    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 78.89   
[Batch: 0051/1000] mIoU: 58.44  |  FB-IoU: 73.65 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 40.47    |  9: 73.27    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13: 84.08    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 78.89   
[Batch: 0052/1000] mIoU: 57.69  |  FB-IoU: 73.72 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 40.47    |  9: 73.27    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13: 69.11    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 78.89   
[Batch: 0053/1000] mIoU: 57.74  |  FB-IoU: 73.82 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 40.47    |  9: 74.14    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13: 69.11    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 78.89   
[Batch: 0054/1000] mIoU: 57.80  |  FB-IoU: 74.27 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 40.47    |  9: 74.14    |  10: 11.46    |  11: 47.53    |  12: 95.28    |  13: 69.11    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 80.19   
[Batch: 0055/1000] mIoU: 58.13  |  FB-IoU: 74.36 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 40.47    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 95.28    |  13: 69.11    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 80.19   
[Batch: 0056/1000] mIoU: 58.02  |  FB-IoU: 74.42 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 95.28    |  13: 69.11    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 80.19   
[Batch: 0057/1000] mIoU: 58.56  |  FB-IoU: 74.69 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 83.36    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 95.28    |  13: 79.88    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 80.19   
[Batch: 0058/1000] mIoU: 56.43  |  FB-IoU: 74.53 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 40.76    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 95.28    |  13: 79.88    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 10.42    |  18: 13.05    |  19: 80.19   
[Batch: 0059/1000] mIoU: 56.59  |  FB-IoU: 73.81 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 40.76    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 95.28    |  13: 79.88    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 13.70    |  18: 13.05    |  19: 80.19   
[Batch: 0060/1000] mIoU: 56.29  |  FB-IoU: 74.23 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 40.76    |  5: 92.16    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 95.28    |  13: 73.78    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 13.70    |  18: 13.05    |  19: 80.19   
[Batch: 0061/1000] mIoU: 56.21  |  FB-IoU: 74.30 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 40.76    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 95.28    |  13: 73.78    |  14: 29.75    |  15: 95.39    |  16: 64.20    |  17: 13.70    |  18: 13.05    |  19: 80.19   
[Batch: 0062/1000] mIoU: 55.13  |  FB-IoU: 74.25 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 40.76    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 95.28    |  13: 73.78    |  14: 29.75    |  15: 73.79    |  16: 64.20    |  17: 13.70    |  18: 13.05    |  19: 80.19   
[Batch: 0063/1000] mIoU: 55.34  |  FB-IoU: 74.32 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 40.76    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 95.28    |  13: 73.78    |  14: 33.92    |  15: 73.79    |  16: 64.20    |  17: 13.70    |  18: 13.05    |  19: 80.19   
[Batch: 0064/1000] mIoU: 56.28  |  FB-IoU: 74.47 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 59.50    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 95.28    |  13: 73.78    |  14: 33.92    |  15: 73.79    |  16: 64.20    |  17: 13.70    |  18: 13.05    |  19: 80.19   
[Batch: 0065/1000] mIoU: 55.04  |  FB-IoU: 74.54 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 59.50    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 70.47    |  13: 73.78    |  14: 33.92    |  15: 73.79    |  16: 64.20    |  17: 13.70    |  18: 13.05    |  19: 80.19   
[Batch: 0066/1000] mIoU: 55.12  |  FB-IoU: 74.61 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 59.50    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 70.47    |  13: 73.78    |  14: 33.92    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0067/1000] mIoU: 55.08  |  FB-IoU: 74.63 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 59.50    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 69.52    |  13: 73.78    |  14: 33.92    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0068/1000] mIoU: 55.42  |  FB-IoU: 74.71 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 59.50    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 69.52    |  13: 73.78    |  14: 40.76    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0069/1000] mIoU: 55.90  |  FB-IoU: 74.97 |  0: 63.44    |  1: 57.53    |  2: 16.75    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 69.52    |  13: 73.78    |  14: 40.76    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0070/1000] mIoU: 56.04  |  FB-IoU: 75.03 |  0: 63.44    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 69.52    |  13: 73.78    |  14: 40.76    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0071/1000] mIoU: 55.81  |  FB-IoU: 74.92 |  0: 63.44    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 84.34    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 69.52    |  13: 69.20    |  14: 40.76    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0072/1000] mIoU: 55.04  |  FB-IoU: 74.87 |  0: 63.44    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 69.52    |  13: 69.20    |  14: 40.76    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0073/1000] mIoU: 54.93  |  FB-IoU: 74.83 |  0: 61.08    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10: 18.01    |  11: 47.53    |  12: 69.52    |  13: 69.20    |  14: 40.76    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0074/1000] mIoU: 54.46  |  FB-IoU: 74.56 |  0: 61.08    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10:  8.62    |  11: 47.53    |  12: 69.52    |  13: 69.20    |  14: 40.76    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0075/1000] mIoU: 54.56  |  FB-IoU: 74.70 |  0: 61.08    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10:  8.62    |  11: 47.53    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0076/1000] mIoU: 53.31  |  FB-IoU: 74.17 |  0: 61.08    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10:  8.62    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 73.79    |  16: 64.20    |  17: 15.41    |  18: 13.05    |  19: 80.19   
[Batch: 0077/1000] mIoU: 53.39  |  FB-IoU: 74.23 |  0: 61.08    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 38.28    |  9: 74.14    |  10:  8.62    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 73.79    |  16: 64.20    |  17: 17.02    |  18: 13.05    |  19: 80.19   
[Batch: 0078/1000] mIoU: 52.39  |  FB-IoU: 74.20 |  0: 61.08    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 74.14    |  10:  8.62    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 73.79    |  16: 64.20    |  17: 17.02    |  18: 13.05    |  19: 80.19   
[Batch: 0079/1000] mIoU: 52.45  |  FB-IoU: 74.20 |  0: 61.08    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 74.14    |  10:  8.62    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 73.79    |  16: 64.20    |  17: 18.06    |  18: 13.05    |  19: 80.19   
[Batch: 0080/1000] mIoU: 52.36  |  FB-IoU: 74.18 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 74.14    |  10:  8.62    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 73.79    |  16: 64.20    |  17: 18.06    |  18: 13.05    |  19: 80.19   
[Batch: 0081/1000] mIoU: 52.40  |  FB-IoU: 74.05 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 74.14    |  10:  8.62    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 73.79    |  16: 64.20    |  17: 18.91    |  18: 13.05    |  19: 80.19   
[Batch: 0082/1000] mIoU: 52.45  |  FB-IoU: 74.49 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 38.26    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 74.14    |  10:  8.62    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 73.79    |  16: 64.20    |  17: 18.91    |  18: 13.05    |  19: 81.25   
[Batch: 0083/1000] mIoU: 52.33  |  FB-IoU: 73.72 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 74.14    |  10:  8.62    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 73.79    |  16: 64.20    |  17: 18.91    |  18: 13.05    |  19: 81.25   
[Batch: 0084/1000] mIoU: 52.61  |  FB-IoU: 73.79 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 74.14    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 73.79    |  16: 64.20    |  17: 18.91    |  18: 13.05    |  19: 81.25   
[Batch: 0085/1000] mIoU: 52.82  |  FB-IoU: 73.94 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 74.14    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 13.05    |  19: 81.25   
[Batch: 0086/1000] mIoU: 53.58  |  FB-IoU: 74.10 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 69.19    |  5: 90.69    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 89.24    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 13.05    |  19: 81.25   
[Batch: 0087/1000] mIoU: 53.58  |  FB-IoU: 74.20 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 69.19    |  5: 90.85    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 89.24    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 13.05    |  19: 81.25   
[Batch: 0088/1000] mIoU: 53.74  |  FB-IoU: 74.36 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 72.30    |  5: 90.85    |  6: 69.07    |  7: 89.18    |  8: 18.39    |  9: 89.24    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 13.05    |  19: 81.25   
[Batch: 0089/1000] mIoU: 53.75  |  FB-IoU: 74.44 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 72.30    |  5: 90.85    |  6: 69.07    |  7: 89.37    |  8: 18.39    |  9: 89.24    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 13.05    |  19: 81.25   
[Batch: 0090/1000] mIoU: 53.97  |  FB-IoU: 74.74 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 76.68    |  5: 90.85    |  6: 69.07    |  7: 89.37    |  8: 18.39    |  9: 89.24    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 13.05    |  19: 81.25   
[Batch: 0091/1000] mIoU: 53.83  |  FB-IoU: 74.54 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 76.68    |  5: 90.85    |  6: 69.07    |  7: 89.37    |  8: 18.39    |  9: 89.24    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 10.31    |  19: 81.25   
[Batch: 0092/1000] mIoU: 53.80  |  FB-IoU: 74.67 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 76.68    |  5: 90.85    |  6: 69.07    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 10.31    |  19: 81.25   
[Batch: 0093/1000] mIoU: 53.55  |  FB-IoU: 75.22 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 69.07    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 10.31    |  19: 81.25   
[Batch: 0094/1000] mIoU: 53.52  |  FB-IoU: 75.27 |  0: 59.31    |  1: 57.53    |  2: 19.42    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 68.52    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 10.31    |  19: 81.25   
[Batch: 0095/1000] mIoU: 54.13  |  FB-IoU: 75.33 |  0: 59.31    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 68.52    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 18.91    |  18: 10.31    |  19: 81.25   
[Batch: 0096/1000] mIoU: 54.31  |  FB-IoU: 75.12 |  0: 59.31    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 68.52    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 42.83    |  15: 78.06    |  16: 64.20    |  17: 22.46    |  18: 10.31    |  19: 81.25   
[Batch: 0097/1000] mIoU: 54.52  |  FB-IoU: 74.97 |  0: 59.31    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 68.52    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.20    |  17: 22.46    |  18: 10.31    |  19: 81.25   
[Batch: 0098/1000] mIoU: 54.53  |  FB-IoU: 75.06 |  0: 59.31    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 68.52    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.20    |  17: 22.46    |  18: 10.31    |  19: 81.43   
[Batch: 0099/1000] mIoU: 54.61  |  FB-IoU: 75.52 |  0: 59.31    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 68.52    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.20    |  17: 22.46    |  18: 10.31    |  19: 82.97   
[Batch: 0100/1000] mIoU: 54.56  |  FB-IoU: 75.53 |  0: 58.47    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 68.52    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.20    |  17: 22.46    |  18: 10.31    |  19: 82.97   
[Batch: 0101/1000] mIoU: 54.53  |  FB-IoU: 75.57 |  0: 58.47    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.20    |  17: 22.46    |  18: 10.31    |  19: 82.97   
[Batch: 0102/1000] mIoU: 54.54  |  FB-IoU: 75.73 |  0: 58.47    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.20    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0103/1000] mIoU: 54.59  |  FB-IoU: 75.78 |  0: 58.47    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 69.52    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 65.12    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0104/1000] mIoU: 54.51  |  FB-IoU: 75.76 |  0: 58.47    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 22.50    |  12: 67.85    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 65.12    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0105/1000] mIoU: 54.76  |  FB-IoU: 75.06 |  0: 58.47    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 27.63    |  12: 67.85    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 65.12    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0106/1000] mIoU: 54.77  |  FB-IoU: 75.11 |  0: 58.68    |  1: 57.53    |  2: 31.74    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 27.63    |  12: 67.85    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 65.12    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0107/1000] mIoU: 54.97  |  FB-IoU: 75.15 |  0: 58.68    |  1: 57.53    |  2: 35.57    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 27.63    |  12: 67.85    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 65.12    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0108/1000] mIoU: 54.97  |  FB-IoU: 75.20 |  0: 58.68    |  1: 57.53    |  2: 35.57    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.54    |  10: 14.20    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 65.12    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0109/1000] mIoU: 54.96  |  FB-IoU: 75.48 |  0: 58.68    |  1: 57.53    |  2: 35.57    |  3: 35.78    |  4: 76.68    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.35    |  10: 14.20    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 65.12    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0110/1000] mIoU: 54.98  |  FB-IoU: 75.55 |  0: 58.68    |  1: 57.53    |  2: 35.57    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.35    |  10: 14.20    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 65.12    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0111/1000] mIoU: 54.97  |  FB-IoU: 75.59 |  0: 58.68    |  1: 57.53    |  2: 35.57    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.35    |  10: 14.20    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0112/1000] mIoU: 54.97  |  FB-IoU: 75.64 |  0: 58.68    |  1: 57.53    |  2: 35.57    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 14.20    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0113/1000] mIoU: 55.21  |  FB-IoU: 75.61 |  0: 58.68    |  1: 57.53    |  2: 35.57    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 18.99    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0114/1000] mIoU: 55.73  |  FB-IoU: 75.67 |  0: 58.68    |  1: 57.53    |  2: 45.97    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 18.99    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0115/1000] mIoU: 56.33  |  FB-IoU: 75.95 |  0: 58.68    |  1: 69.47    |  2: 45.97    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 18.99    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0116/1000] mIoU: 56.18  |  FB-IoU: 75.74 |  0: 58.68    |  1: 69.47    |  2: 45.97    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.06    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0117/1000] mIoU: 56.23  |  FB-IoU: 75.80 |  0: 58.68    |  1: 69.47    |  2: 45.97    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.97    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0118/1000] mIoU: 56.21  |  FB-IoU: 75.82 |  0: 58.68    |  1: 69.47    |  2: 45.53    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.97    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0119/1000] mIoU: 56.17  |  FB-IoU: 75.81 |  0: 57.83    |  1: 69.47    |  2: 45.53    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.97    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0120/1000] mIoU: 56.23  |  FB-IoU: 75.85 |  0: 59.09    |  1: 69.47    |  2: 45.53    |  3: 35.78    |  4: 77.14    |  5: 85.85    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.97    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0121/1000] mIoU: 56.18  |  FB-IoU: 76.09 |  0: 59.09    |  1: 69.47    |  2: 45.53    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.97    |  16: 64.86    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0122/1000] mIoU: 56.33  |  FB-IoU: 76.14 |  0: 59.09    |  1: 69.47    |  2: 45.53    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 89.37    |  8: 18.39    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.97    |  16: 67.87    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0123/1000] mIoU: 56.38  |  FB-IoU: 76.11 |  0: 59.09    |  1: 69.47    |  2: 45.53    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 89.37    |  8: 19.48    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.97    |  16: 67.87    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0124/1000] mIoU: 56.43  |  FB-IoU: 76.16 |  0: 59.09    |  1: 69.47    |  2: 45.53    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 78.97    |  16: 67.87    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0125/1000] mIoU: 56.46  |  FB-IoU: 76.21 |  0: 59.09    |  1: 69.47    |  2: 45.53    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 67.87    |  17: 22.46    |  18: 10.31    |  19: 83.35   
[Batch: 0126/1000] mIoU: 56.46  |  FB-IoU: 76.25 |  0: 59.09    |  1: 69.47    |  2: 45.53    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 67.87    |  17: 22.46    |  18: 10.31    |  19: 83.39   
[Batch: 0127/1000] mIoU: 56.58  |  FB-IoU: 76.29 |  0: 59.09    |  1: 69.47    |  2: 47.85    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 67.87    |  17: 22.46    |  18: 10.31    |  19: 83.39   
[Batch: 0128/1000] mIoU: 57.09  |  FB-IoU: 76.44 |  0: 59.09    |  1: 69.47    |  2: 47.85    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.44    |  10: 16.14    |  11: 27.63    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 22.46    |  18: 10.31    |  19: 83.39   
[Batch: 0129/1000] mIoU: 57.07  |  FB-IoU: 76.37 |  0: 59.09    |  1: 69.47    |  2: 47.85    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.44    |  10: 16.14    |  11: 27.12    |  12: 67.86    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 22.46    |  18: 10.31    |  19: 83.39   
[Batch: 0130/1000] mIoU: 57.35  |  FB-IoU: 76.66 |  0: 59.09    |  1: 69.47    |  2: 47.85    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.44    |  10: 16.14    |  11: 27.12    |  12: 73.49    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 22.46    |  18: 10.31    |  19: 83.39   
[Batch: 0131/1000] mIoU: 57.33  |  FB-IoU: 76.69 |  0: 59.09    |  1: 69.47    |  2: 47.85    |  3: 35.78    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 73.49    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 22.46    |  18: 10.31    |  19: 83.39   
[Batch: 0132/1000] mIoU: 57.37  |  FB-IoU: 76.73 |  0: 59.09    |  1: 69.47    |  2: 47.85    |  3: 36.70    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 73.49    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 22.46    |  18: 10.31    |  19: 83.39   
[Batch: 0133/1000] mIoU: 57.40  |  FB-IoU: 76.79 |  0: 59.09    |  1: 69.47    |  2: 47.85    |  3: 36.70    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.09    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 22.46    |  18: 10.31    |  19: 83.39   
[Batch: 0134/1000] mIoU: 57.61  |  FB-IoU: 76.83 |  0: 59.09    |  1: 69.47    |  2: 52.08    |  3: 36.70    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.09    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 22.46    |  18: 10.31    |  19: 83.39   
[Batch: 0135/1000] mIoU: 57.99  |  FB-IoU: 76.95 |  0: 59.09    |  1: 69.47    |  2: 52.08    |  3: 36.70    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.09    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 29.95    |  18: 10.31    |  19: 83.39   
[Batch: 0136/1000] mIoU: 58.13  |  FB-IoU: 76.95 |  0: 59.09    |  1: 69.47    |  2: 52.08    |  3: 36.70    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.09    |  13: 69.20    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 32.76    |  18: 10.31    |  19: 83.39   
[Batch: 0137/1000] mIoU: 58.20  |  FB-IoU: 77.03 |  0: 59.09    |  1: 69.47    |  2: 52.08    |  3: 36.70    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.09    |  13: 70.56    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 32.76    |  18: 10.31    |  19: 83.39   
[Batch: 0138/1000] mIoU: 58.25  |  FB-IoU: 77.08 |  0: 59.09    |  1: 70.49    |  2: 52.08    |  3: 36.70    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.09    |  13: 70.56    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 32.76    |  18: 10.31    |  19: 83.39   
[Batch: 0139/1000] mIoU: 58.66  |  FB-IoU: 77.10 |  0: 59.09    |  1: 70.49    |  2: 52.08    |  3: 36.70    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.09    |  13: 70.56    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0140/1000] mIoU: 58.67  |  FB-IoU: 77.14 |  0: 59.09    |  1: 70.49    |  2: 52.08    |  3: 36.70    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.56    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0141/1000] mIoU: 58.41  |  FB-IoU: 76.53 |  0: 59.09    |  1: 70.49    |  2: 52.08    |  3: 31.55    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.56    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0142/1000] mIoU: 58.57  |  FB-IoU: 76.64 |  0: 62.27    |  1: 70.49    |  2: 52.08    |  3: 31.55    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.56    |  14: 46.98    |  15: 79.46    |  16: 78.17    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0143/1000] mIoU: 58.48  |  FB-IoU: 76.67 |  0: 62.27    |  1: 70.49    |  2: 52.08    |  3: 31.55    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.56    |  14: 46.98    |  15: 79.46    |  16: 76.33    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0144/1000] mIoU: 58.86  |  FB-IoU: 76.98 |  0: 62.27    |  1: 78.03    |  2: 52.08    |  3: 31.55    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.56    |  14: 46.98    |  15: 79.46    |  16: 76.33    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0145/1000] mIoU: 58.95  |  FB-IoU: 77.04 |  0: 62.27    |  1: 78.03    |  2: 52.08    |  3: 31.55    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 88.03    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.56    |  14: 48.84    |  15: 79.46    |  16: 76.33    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0146/1000] mIoU: 58.95  |  FB-IoU: 77.07 |  0: 62.27    |  1: 78.03    |  2: 52.08    |  3: 31.55    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.56    |  14: 48.84    |  15: 79.46    |  16: 76.33    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0147/1000] mIoU: 58.99  |  FB-IoU: 77.10 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 31.55    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.56    |  14: 48.84    |  15: 79.46    |  16: 76.33    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0148/1000] mIoU: 59.01  |  FB-IoU: 77.13 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 31.55    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 48.84    |  15: 79.46    |  16: 76.33    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0149/1000] mIoU: 59.02  |  FB-IoU: 77.11 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 31.85    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 19.48    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 48.84    |  15: 79.46    |  16: 76.33    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0150/1000] mIoU: 59.38  |  FB-IoU: 77.13 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 31.85    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 48.84    |  15: 79.46    |  16: 76.33    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0151/1000] mIoU: 59.45  |  FB-IoU: 77.20 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 31.85    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 48.84    |  15: 79.46    |  16: 77.85    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0152/1000] mIoU: 59.53  |  FB-IoU: 77.28 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 31.85    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.46    |  15: 79.46    |  16: 77.85    |  17: 32.76    |  18: 18.52    |  19: 83.39   
[Batch: 0153/1000] mIoU: 59.62  |  FB-IoU: 77.67 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 31.85    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.46    |  15: 79.46    |  16: 77.85    |  17: 32.76    |  18: 18.52    |  19: 85.17   
[Batch: 0154/1000] mIoU: 59.55  |  FB-IoU: 77.41 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 30.36    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.46    |  15: 79.46    |  16: 77.85    |  17: 32.76    |  18: 18.52    |  19: 85.17   
[Batch: 0155/1000] mIoU: 59.54  |  FB-IoU: 77.19 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 30.36    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.31    |  15: 79.46    |  16: 77.85    |  17: 32.76    |  18: 18.52    |  19: 85.17   
[Batch: 0156/1000] mIoU: 59.53  |  FB-IoU: 77.23 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 30.36    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.31    |  15: 79.46    |  16: 77.85    |  17: 32.76    |  18: 18.52    |  19: 84.97   
[Batch: 0157/1000] mIoU: 59.40  |  FB-IoU: 77.25 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 30.36    |  4: 77.14    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 32.76    |  18: 18.52    |  19: 84.97   
[Batch: 0158/1000] mIoU: 59.43  |  FB-IoU: 77.31 |  0: 62.27    |  1: 78.03    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 32.76    |  18: 18.52    |  19: 84.97   
[Batch: 0159/1000] mIoU: 59.62  |  FB-IoU: 77.57 |  0: 62.27    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 16.14    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 32.76    |  18: 18.52    |  19: 84.97   
[Batch: 0160/1000] mIoU: 59.72  |  FB-IoU: 77.59 |  0: 62.27    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 18.01    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 32.76    |  18: 18.52    |  19: 84.97   
[Batch: 0161/1000] mIoU: 59.37  |  FB-IoU: 76.42 |  0: 62.27    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 18.01    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 84.97   
[Batch: 0162/1000] mIoU: 59.22  |  FB-IoU: 76.33 |  0: 62.27    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 84.79    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 84.97   
[Batch: 0163/1000] mIoU: 59.25  |  FB-IoU: 76.45 |  0: 62.27    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 85.31    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 84.97   
[Batch: 0164/1000] mIoU: 59.27  |  FB-IoU: 76.60 |  0: 62.27    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 85.31    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.29    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 85.36   
[Batch: 0165/1000] mIoU: 59.26  |  FB-IoU: 76.68 |  0: 62.27    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 85.31    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.16    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 85.36   
[Batch: 0166/1000] mIoU: 58.89  |  FB-IoU: 76.43 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 85.31    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.16    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 85.36   
[Batch: 0167/1000] mIoU: 58.89  |  FB-IoU: 76.45 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 85.31    |  6: 67.77    |  7: 90.43    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.14    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 85.36   
[Batch: 0168/1000] mIoU: 58.88  |  FB-IoU: 76.48 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 85.31    |  6: 67.77    |  7: 90.11    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.14    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 85.36   
[Batch: 0169/1000] mIoU: 58.84  |  FB-IoU: 76.54 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 85.31    |  6: 67.77    |  7: 90.11    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.14    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 84.66   
[Batch: 0170/1000] mIoU: 58.85  |  FB-IoU: 76.62 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 77.81    |  5: 85.31    |  6: 67.77    |  7: 90.11    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.14    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0171/1000] mIoU: 58.96  |  FB-IoU: 76.75 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 30.36    |  4: 80.02    |  5: 85.31    |  6: 67.77    |  7: 90.11    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.14    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0172/1000] mIoU: 59.02  |  FB-IoU: 76.75 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 31.58    |  4: 80.02    |  5: 85.31    |  6: 67.77    |  7: 90.11    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.14    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 77.85    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0173/1000] mIoU: 59.03  |  FB-IoU: 76.78 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 31.58    |  4: 80.02    |  5: 85.31    |  6: 67.77    |  7: 90.11    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.14    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 78.08    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0174/1000] mIoU: 59.04  |  FB-IoU: 76.83 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 31.58    |  4: 80.02    |  5: 85.31    |  6: 67.77    |  7: 90.11    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.32    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 78.08    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0175/1000] mIoU: 59.03  |  FB-IoU: 76.86 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 31.58    |  4: 80.02    |  5: 85.31    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.32    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 78.08    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0176/1000] mIoU: 59.03  |  FB-IoU: 76.91 |  0: 54.97    |  1: 81.88    |  2: 52.97    |  3: 31.58    |  4: 80.05    |  5: 85.31    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.32    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 78.08    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0177/1000] mIoU: 58.95  |  FB-IoU: 76.92 |  0: 54.97    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.05    |  5: 85.31    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 15.07    |  11: 27.12    |  12: 74.32    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 78.08    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0178/1000] mIoU: 58.89  |  FB-IoU: 76.74 |  0: 54.97    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.05    |  5: 85.31    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 13.74    |  11: 27.12    |  12: 74.32    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 78.08    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0179/1000] mIoU: 59.02  |  FB-IoU: 76.78 |  0: 54.97    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.05    |  5: 85.31    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 13.74    |  11: 29.69    |  12: 74.32    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 78.08    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0180/1000] mIoU: 59.02  |  FB-IoU: 76.86 |  0: 54.97    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.05    |  5: 85.45    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 13.74    |  11: 29.69    |  12: 74.32    |  13: 70.86    |  14: 50.31    |  15: 76.81    |  16: 78.08    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0181/1000] mIoU: 58.43  |  FB-IoU: 76.76 |  0: 54.97    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.05    |  5: 85.45    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 13.74    |  11: 29.69    |  12: 74.32    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 18.52    |  19: 84.82   
[Batch: 0182/1000] mIoU: 58.61  |  FB-IoU: 76.78 |  0: 54.97    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.05    |  5: 85.45    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 13.74    |  11: 29.69    |  12: 74.32    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0183/1000] mIoU: 58.67  |  FB-IoU: 76.88 |  0: 54.97    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.05    |  5: 85.45    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 13.74    |  11: 29.69    |  12: 75.48    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0184/1000] mIoU: 58.69  |  FB-IoU: 76.96 |  0: 54.97    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.42    |  5: 85.45    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 13.74    |  11: 29.69    |  12: 75.48    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0185/1000] mIoU: 58.72  |  FB-IoU: 76.99 |  0: 55.60    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.42    |  5: 85.45    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 13.74    |  11: 29.69    |  12: 75.48    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0186/1000] mIoU: 58.73  |  FB-IoU: 77.03 |  0: 55.60    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.42    |  5: 85.45    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 87.98    |  10: 13.74    |  11: 29.69    |  12: 75.71    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0187/1000] mIoU: 58.80  |  FB-IoU: 77.15 |  0: 55.60    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.42    |  5: 85.45    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 75.71    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0188/1000] mIoU: 58.75  |  FB-IoU: 77.12 |  0: 55.60    |  1: 81.88    |  2: 51.48    |  3: 31.58    |  4: 80.42    |  5: 85.45    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0189/1000] mIoU: 59.06  |  FB-IoU: 77.16 |  0: 55.60    |  1: 81.88    |  2: 57.73    |  3: 31.58    |  4: 80.42    |  5: 85.45    |  6: 67.77    |  7: 89.84    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0190/1000] mIoU: 57.94  |  FB-IoU: 77.13 |  0: 55.60    |  1: 81.88    |  2: 57.73    |  3: 31.58    |  4: 80.42    |  5: 85.45    |  6: 67.77    |  7: 67.41    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0191/1000] mIoU: 57.97  |  FB-IoU: 77.25 |  0: 55.60    |  1: 81.88    |  2: 57.73    |  3: 31.58    |  4: 80.42    |  5: 86.07    |  6: 67.77    |  7: 67.41    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0192/1000] mIoU: 57.99  |  FB-IoU: 77.27 |  0: 55.60    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 80.42    |  5: 86.07    |  6: 67.77    |  7: 67.41    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0193/1000] mIoU: 57.97  |  FB-IoU: 77.33 |  0: 55.60    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.07    |  6: 67.77    |  7: 67.41    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 78.08    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0194/1000] mIoU: 57.91  |  FB-IoU: 77.34 |  0: 55.60    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.07    |  6: 67.77    |  7: 67.41    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 76.80    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0195/1000] mIoU: 57.90  |  FB-IoU: 77.39 |  0: 55.60    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 67.41    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 50.31    |  15: 64.85    |  16: 76.80    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0196/1000] mIoU: 57.77  |  FB-IoU: 77.08 |  0: 55.60    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 67.41    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 47.61    |  15: 64.85    |  16: 76.80    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0197/1000] mIoU: 57.79  |  FB-IoU: 77.10 |  0: 56.00    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 67.41    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 47.61    |  15: 64.85    |  16: 76.80    |  17: 25.73    |  18: 22.21    |  19: 84.82   
[Batch: 0198/1000] mIoU: 57.78  |  FB-IoU: 77.11 |  0: 56.00    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 67.41    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 47.61    |  15: 64.85    |  16: 76.80    |  17: 25.73    |  18: 22.11    |  19: 84.82   
[Batch: 0199/1000] mIoU: 56.61  |  FB-IoU: 76.96 |  0: 56.00    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.61    |  9: 89.31    |  10: 13.74    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 47.61    |  15: 64.85    |  16: 76.80    |  17: 25.73    |  18: 22.11    |  19: 84.82   
[Batch: 0200/1000] mIoU: 56.74  |  FB-IoU: 76.92 |  0: 56.00    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.61    |  9: 89.31    |  10: 16.29    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 47.61    |  15: 64.85    |  16: 76.80    |  17: 25.73    |  18: 22.11    |  19: 84.82   
[Batch: 0201/1000] mIoU: 56.74  |  FB-IoU: 76.92 |  0: 56.00    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 16.29    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 47.61    |  15: 64.85    |  16: 76.80    |  17: 25.73    |  18: 22.11    |  19: 84.82   
[Batch: 0202/1000] mIoU: 56.93  |  FB-IoU: 77.01 |  0: 56.00    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 16.29    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 47.61    |  15: 64.85    |  16: 76.80    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0203/1000] mIoU: 56.88  |  FB-IoU: 77.02 |  0: 56.00    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 16.29    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 47.61    |  15: 64.85    |  16: 75.92    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0204/1000] mIoU: 56.86  |  FB-IoU: 76.96 |  0: 56.00    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 15.84    |  11: 29.69    |  12: 74.70    |  13: 70.86    |  14: 47.61    |  15: 64.85    |  16: 75.92    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0205/1000] mIoU: 57.11  |  FB-IoU: 77.15 |  0: 56.00    |  1: 81.88    |  2: 58.23    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 15.84    |  11: 29.69    |  12: 74.70    |  13: 75.90    |  14: 47.61    |  15: 64.85    |  16: 75.92    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0206/1000] mIoU: 56.97  |  FB-IoU: 77.14 |  0: 56.00    |  1: 81.88    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 15.84    |  11: 29.69    |  12: 74.70    |  13: 75.90    |  14: 47.61    |  15: 64.85    |  16: 75.92    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0207/1000] mIoU: 56.95  |  FB-IoU: 77.13 |  0: 55.61    |  1: 81.88    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 15.84    |  11: 29.69    |  12: 74.70    |  13: 75.90    |  14: 47.61    |  15: 64.85    |  16: 75.92    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0208/1000] mIoU: 56.87  |  FB-IoU: 77.06 |  0: 55.61    |  1: 81.88    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 15.84    |  11: 27.99    |  12: 74.70    |  13: 75.90    |  14: 47.61    |  15: 64.85    |  16: 75.92    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0209/1000] mIoU: 56.95  |  FB-IoU: 77.18 |  0: 55.61    |  1: 81.88    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 15.84    |  11: 27.99    |  12: 76.28    |  13: 75.90    |  14: 47.61    |  15: 64.85    |  16: 75.92    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0210/1000] mIoU: 57.11  |  FB-IoU: 77.47 |  0: 55.61    |  1: 85.19    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 15.84    |  11: 27.99    |  12: 76.28    |  13: 75.90    |  14: 47.61    |  15: 64.85    |  16: 75.92    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0211/1000] mIoU: 57.02  |  FB-IoU: 77.47 |  0: 55.61    |  1: 85.19    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 15.84    |  11: 27.99    |  12: 76.28    |  13: 75.90    |  14: 47.61    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0212/1000] mIoU: 57.29  |  FB-IoU: 77.40 |  0: 55.61    |  1: 85.19    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 89.31    |  10: 15.84    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.61    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0213/1000] mIoU: 57.09  |  FB-IoU: 77.40 |  0: 55.61    |  1: 85.19    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 85.37    |  10: 15.84    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.61    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0214/1000] mIoU: 57.08  |  FB-IoU: 77.36 |  0: 55.61    |  1: 85.19    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 85.37    |  10: 15.84    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 22.11    |  19: 84.82   
[Batch: 0215/1000] mIoU: 57.75  |  FB-IoU: 77.36 |  0: 55.61    |  1: 85.19    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 43.96    |  8: 26.70    |  9: 85.37    |  10: 15.84    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 35.63    |  19: 84.82   
[Batch: 0216/1000] mIoU: 57.78  |  FB-IoU: 77.33 |  0: 55.61    |  1: 85.19    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 26.70    |  9: 85.37    |  10: 15.84    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 35.63    |  19: 84.82   
[Batch: 0217/1000] mIoU: 58.02  |  FB-IoU: 77.46 |  0: 60.35    |  1: 85.19    |  2: 55.44    |  3: 31.58    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 26.70    |  9: 85.37    |  10: 15.84    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 35.63    |  19: 84.82   
[Batch: 0218/1000] mIoU: 58.04  |  FB-IoU: 77.49 |  0: 60.35    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 26.70    |  9: 85.37    |  10: 15.84    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 35.63    |  19: 84.82   
[Batch: 0219/1000] mIoU: 57.79  |  FB-IoU: 77.21 |  0: 60.35    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 26.70    |  9: 85.37    |  10: 15.84    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 35.63    |  19: 79.73   
[Batch: 0220/1000] mIoU: 57.96  |  FB-IoU: 77.18 |  0: 60.35    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 26.70    |  9: 85.37    |  10: 19.27    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 35.63    |  19: 79.73   
[Batch: 0221/1000] mIoU: 59.05  |  FB-IoU: 77.22 |  0: 60.35    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 48.57    |  9: 85.37    |  10: 19.27    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 35.63    |  19: 79.73   
[Batch: 0222/1000] mIoU: 59.09  |  FB-IoU: 77.25 |  0: 61.08    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 48.57    |  9: 85.37    |  10: 19.27    |  11: 33.33    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 35.63    |  19: 79.73   
[Batch: 0223/1000] mIoU: 59.06  |  FB-IoU: 77.18 |  0: 61.08    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.95    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 48.57    |  9: 85.37    |  10: 19.27    |  11: 32.71    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 35.63    |  19: 79.73   
[Batch: 0224/1000] mIoU: 59.05  |  FB-IoU: 77.19 |  0: 61.08    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 48.57    |  9: 85.37    |  10: 19.27    |  11: 32.71    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 35.63    |  19: 79.73   
[Batch: 0225/1000] mIoU: 59.14  |  FB-IoU: 77.22 |  0: 61.08    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 48.57    |  9: 85.37    |  10: 19.27    |  11: 32.71    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0226/1000] mIoU: 59.13  |  FB-IoU: 77.24 |  0: 61.08    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 67.77    |  7: 44.53    |  8: 48.57    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0227/1000] mIoU: 59.90  |  FB-IoU: 77.35 |  0: 61.08    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 67.77    |  7: 59.81    |  8: 48.57    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 76.28    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0228/1000] mIoU: 59.95  |  FB-IoU: 77.45 |  0: 61.08    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 67.77    |  7: 59.81    |  8: 48.57    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 77.35    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.11    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0229/1000] mIoU: 59.99  |  FB-IoU: 77.48 |  0: 61.08    |  1: 85.19    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 67.77    |  7: 59.81    |  8: 48.57    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 77.35    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0230/1000] mIoU: 60.00  |  FB-IoU: 77.51 |  0: 61.08    |  1: 85.33    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 67.77    |  7: 59.81    |  8: 48.57    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 77.35    |  13: 75.90    |  14: 47.29    |  15: 64.85    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0231/1000] mIoU: 60.00  |  FB-IoU: 77.53 |  0: 61.08    |  1: 85.33    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 67.77    |  7: 59.81    |  8: 48.57    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 77.35    |  13: 75.90    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0232/1000] mIoU: 60.18  |  FB-IoU: 77.56 |  0: 61.08    |  1: 85.33    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 71.39    |  7: 59.81    |  8: 48.57    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 77.35    |  13: 75.90    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0233/1000] mIoU: 60.40  |  FB-IoU: 77.59 |  0: 61.08    |  1: 85.33    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 71.39    |  7: 59.81    |  8: 52.97    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 77.35    |  13: 75.90    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0234/1000] mIoU: 60.38  |  FB-IoU: 77.60 |  0: 61.08    |  1: 85.33    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 86.05    |  6: 71.39    |  7: 59.81    |  8: 52.97    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 77.35    |  13: 75.52    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0235/1000] mIoU: 60.38  |  FB-IoU: 77.62 |  0: 61.08    |  1: 85.33    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 52.97    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 77.35    |  13: 75.52    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0236/1000] mIoU: 60.38  |  FB-IoU: 77.65 |  0: 61.08    |  1: 85.33    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 52.97    |  9: 85.14    |  10: 19.27    |  11: 32.71    |  12: 77.49    |  13: 75.52    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0237/1000] mIoU: 60.37  |  FB-IoU: 77.63 |  0: 61.08    |  1: 85.33    |  2: 55.44    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 52.97    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 77.49    |  13: 75.52    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0238/1000] mIoU: 60.39  |  FB-IoU: 77.65 |  0: 61.08    |  1: 85.33    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 52.97    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 77.49    |  13: 75.52    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0239/1000] mIoU: 61.03  |  FB-IoU: 77.71 |  0: 61.08    |  1: 85.33    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 77.49    |  13: 75.52    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0240/1000] mIoU: 60.99  |  FB-IoU: 77.72 |  0: 61.08    |  1: 85.33    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 77.49    |  13: 74.68    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 37.48    |  19: 79.73   
[Batch: 0241/1000] mIoU: 60.68  |  FB-IoU: 77.63 |  0: 61.08    |  1: 85.33    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 77.49    |  13: 74.68    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 31.41    |  19: 79.73   
[Batch: 0242/1000] mIoU: 60.77  |  FB-IoU: 77.83 |  0: 61.08    |  1: 85.33    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 79.25    |  13: 74.68    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 31.41    |  19: 79.73   
[Batch: 0243/1000] mIoU: 60.58  |  FB-IoU: 77.65 |  0: 61.08    |  1: 85.33    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 79.25    |  13: 74.68    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 29.40    |  18: 31.41    |  19: 75.94   
[Batch: 0244/1000] mIoU: 60.65  |  FB-IoU: 77.62 |  0: 61.08    |  1: 85.33    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 79.25    |  13: 74.68    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 30.78    |  18: 31.41    |  19: 75.94   
[Batch: 0245/1000] mIoU: 60.81  |  FB-IoU: 77.80 |  0: 61.08    |  1: 85.33    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 30.78    |  18: 31.41    |  19: 75.94   
[Batch: 0246/1000] mIoU: 60.81  |  FB-IoU: 77.82 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 30.78    |  18: 31.41    |  19: 75.94   
[Batch: 0247/1000] mIoU: 60.85  |  FB-IoU: 77.92 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 19.27    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 30.78    |  18: 31.41    |  19: 76.65   
[Batch: 0248/1000] mIoU: 60.89  |  FB-IoU: 77.93 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 64.94    |  16: 74.87    |  17: 30.78    |  18: 31.41    |  19: 76.65   
[Batch: 0249/1000] mIoU: 60.89  |  FB-IoU: 77.95 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 64.94    |  16: 74.97    |  17: 30.78    |  18: 31.41    |  19: 76.65   
[Batch: 0250/1000] mIoU: 61.00  |  FB-IoU: 78.01 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 85.95    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 64.94    |  16: 77.07    |  17: 30.78    |  18: 31.41    |  19: 76.65   
[Batch: 0251/1000] mIoU: 61.01  |  FB-IoU: 78.11 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 86.30    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 64.94    |  16: 77.07    |  17: 30.78    |  18: 31.41    |  19: 76.65   
[Batch: 0252/1000] mIoU: 61.03  |  FB-IoU: 78.13 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 86.30    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 65.28    |  16: 77.07    |  17: 30.78    |  18: 31.41    |  19: 76.65   
[Batch: 0253/1000] mIoU: 60.53  |  FB-IoU: 77.99 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 86.30    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 55.21    |  16: 77.07    |  17: 30.78    |  18: 31.41    |  19: 76.65   
[Batch: 0254/1000] mIoU: 60.53  |  FB-IoU: 78.01 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 86.30    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 55.21    |  16: 77.07    |  17: 30.78    |  18: 31.41    |  19: 76.75   
[Batch: 0255/1000] mIoU: 60.61  |  FB-IoU: 78.04 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 86.30    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 56.72    |  16: 77.07    |  17: 30.78    |  18: 31.41    |  19: 76.75   
[Batch: 0256/1000] mIoU: 60.30  |  FB-IoU: 77.89 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 86.30    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 85.14    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 56.72    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0257/1000] mIoU: 60.29  |  FB-IoU: 77.91 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 86.30    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 84.94    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 56.72    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0258/1000] mIoU: 60.30  |  FB-IoU: 78.00 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 86.43    |  6: 71.39    |  7: 59.81    |  8: 65.65    |  9: 84.94    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 56.72    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0259/1000] mIoU: 60.17  |  FB-IoU: 78.00 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 86.43    |  6: 71.39    |  7: 59.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 47.29    |  15: 56.72    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0260/1000] mIoU: 60.24  |  FB-IoU: 78.02 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.83    |  5: 86.43    |  6: 71.39    |  7: 59.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 48.57    |  15: 56.72    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0261/1000] mIoU: 60.21  |  FB-IoU: 78.03 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.29    |  5: 86.43    |  6: 71.39    |  7: 59.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 48.57    |  15: 56.72    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0262/1000] mIoU: 60.26  |  FB-IoU: 78.05 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.29    |  5: 86.43    |  6: 71.39    |  7: 59.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 48.57    |  15: 57.76    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0263/1000] mIoU: 60.16  |  FB-IoU: 77.88 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.29    |  5: 86.43    |  6: 71.39    |  7: 59.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 46.45    |  15: 57.76    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0264/1000] mIoU: 60.25  |  FB-IoU: 77.91 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.29    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 46.45    |  15: 57.76    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0265/1000] mIoU: 60.25  |  FB-IoU: 77.92 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.22    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.87    |  14: 46.45    |  15: 57.76    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0266/1000] mIoU: 60.23  |  FB-IoU: 77.93 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.22    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.39    |  12: 79.25    |  13: 77.49    |  14: 46.45    |  15: 57.76    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0267/1000] mIoU: 60.24  |  FB-IoU: 77.94 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.22    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.60    |  12: 79.25    |  13: 77.49    |  14: 46.45    |  15: 57.76    |  16: 77.07    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0268/1000] mIoU: 60.25  |  FB-IoU: 77.96 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.22    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.60    |  12: 79.25    |  13: 77.49    |  14: 46.45    |  15: 57.76    |  16: 77.23    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0269/1000] mIoU: 60.24  |  FB-IoU: 77.97 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 32.03    |  4: 79.03    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.60    |  12: 79.25    |  13: 77.49    |  14: 46.45    |  15: 57.76    |  16: 77.23    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0270/1000] mIoU: 60.24  |  FB-IoU: 77.95 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 79.03    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 20.06    |  11: 32.60    |  12: 79.25    |  13: 77.49    |  14: 46.45    |  15: 57.76    |  16: 77.23    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0271/1000] mIoU: 60.50  |  FB-IoU: 77.99 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 79.03    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 25.26    |  11: 32.60    |  12: 79.25    |  13: 77.49    |  14: 46.45    |  15: 57.76    |  16: 77.23    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0272/1000] mIoU: 60.45  |  FB-IoU: 77.97 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 25.26    |  11: 32.60    |  12: 79.25    |  13: 77.49    |  14: 46.45    |  15: 57.76    |  16: 77.23    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0273/1000] mIoU: 60.44  |  FB-IoU: 77.94 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 25.26    |  11: 32.45    |  12: 79.25    |  13: 77.49    |  14: 46.45    |  15: 57.76    |  16: 77.23    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0274/1000] mIoU: 60.49  |  FB-IoU: 77.99 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 25.26    |  11: 32.45    |  12: 79.25    |  13: 77.49    |  14: 47.50    |  15: 57.76    |  16: 77.23    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0275/1000] mIoU: 60.44  |  FB-IoU: 78.08 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 25.26    |  11: 32.45    |  12: 79.25    |  13: 76.37    |  14: 47.50    |  15: 57.76    |  16: 77.23    |  17: 30.78    |  18: 25.24    |  19: 76.75   
[Batch: 0276/1000] mIoU: 60.41  |  FB-IoU: 77.98 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 25.26    |  11: 32.45    |  12: 79.25    |  13: 76.37    |  14: 47.50    |  15: 57.76    |  16: 77.23    |  17: 30.21    |  18: 25.24    |  19: 76.75   
[Batch: 0277/1000] mIoU: 60.47  |  FB-IoU: 77.91 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 25.26    |  11: 33.77    |  12: 79.25    |  13: 76.37    |  14: 47.50    |  15: 57.76    |  16: 77.23    |  17: 30.21    |  18: 25.24    |  19: 76.75   
[Batch: 0278/1000] mIoU: 60.56  |  FB-IoU: 77.89 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 79.25    |  13: 76.37    |  14: 47.50    |  15: 57.76    |  16: 77.23    |  17: 30.21    |  18: 25.24    |  19: 76.75   
[Batch: 0279/1000] mIoU: 60.55  |  FB-IoU: 77.91 |  0: 61.08    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 79.25    |  13: 76.37    |  14: 47.50    |  15: 57.76    |  16: 76.89    |  17: 30.21    |  18: 25.24    |  19: 76.75   
[Batch: 0280/1000] mIoU: 60.50  |  FB-IoU: 77.89 |  0: 60.22    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 71.39    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 79.25    |  13: 76.37    |  14: 47.50    |  15: 57.76    |  16: 76.89    |  17: 30.21    |  18: 25.24    |  19: 76.75   
[Batch: 0281/1000] mIoU: 60.69  |  FB-IoU: 77.92 |  0: 60.22    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 79.25    |  13: 76.37    |  14: 47.50    |  15: 57.76    |  16: 76.89    |  17: 30.21    |  18: 25.24    |  19: 76.75   
[Batch: 0282/1000] mIoU: 60.76  |  FB-IoU: 78.04 |  0: 60.22    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 79.25    |  13: 77.85    |  14: 47.50    |  15: 57.76    |  16: 76.89    |  17: 30.21    |  18: 25.24    |  19: 76.75   
[Batch: 0283/1000] mIoU: 60.75  |  FB-IoU: 77.99 |  0: 60.22    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 79.25    |  13: 77.85    |  14: 47.50    |  15: 57.76    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0284/1000] mIoU: 60.72  |  FB-IoU: 77.97 |  0: 60.22    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 61.81    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 47.50    |  15: 57.76    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0285/1000] mIoU: 60.73  |  FB-IoU: 77.99 |  0: 60.22    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 61.93    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 47.50    |  15: 57.76    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0286/1000] mIoU: 60.75  |  FB-IoU: 78.00 |  0: 60.22    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 62.33    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 47.50    |  15: 57.76    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0287/1000] mIoU: 60.91  |  FB-IoU: 78.05 |  0: 60.22    |  1: 85.39    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 62.33    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 47.50    |  15: 61.04    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0288/1000] mIoU: 60.91  |  FB-IoU: 78.07 |  0: 60.22    |  1: 85.44    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 62.33    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 47.50    |  15: 61.04    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0289/1000] mIoU: 60.68  |  FB-IoU: 77.63 |  0: 60.22    |  1: 85.44    |  2: 55.96    |  3: 31.97    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 62.33    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0290/1000] mIoU: 60.70  |  FB-IoU: 77.65 |  0: 60.22    |  1: 85.44    |  2: 55.96    |  3: 32.20    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 62.33    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0291/1000] mIoU: 60.70  |  FB-IoU: 77.71 |  0: 60.22    |  1: 85.57    |  2: 55.96    |  3: 32.20    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 62.33    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0292/1000] mIoU: 60.76  |  FB-IoU: 77.73 |  0: 60.22    |  1: 85.57    |  2: 55.96    |  3: 32.20    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 63.46    |  8: 63.16    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0293/1000] mIoU: 60.68  |  FB-IoU: 77.73 |  0: 60.22    |  1: 85.57    |  2: 55.96    |  3: 32.20    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 76.89    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0294/1000] mIoU: 60.69  |  FB-IoU: 77.75 |  0: 60.22    |  1: 85.57    |  2: 55.96    |  3: 32.20    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 33.77    |  12: 78.57    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 77.08    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0295/1000] mIoU: 60.65  |  FB-IoU: 77.72 |  0: 60.22    |  1: 85.57    |  2: 55.96    |  3: 32.20    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 78.57    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 77.08    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0296/1000] mIoU: 60.52  |  FB-IoU: 77.70 |  0: 60.22    |  1: 85.57    |  2: 55.96    |  3: 32.20    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 78.57    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 74.34    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0297/1000] mIoU: 60.52  |  FB-IoU: 77.71 |  0: 60.20    |  1: 85.57    |  2: 55.96    |  3: 32.20    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 78.57    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 74.34    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0298/1000] mIoU: 60.40  |  FB-IoU: 77.62 |  0: 60.20    |  1: 85.57    |  2: 55.96    |  3: 32.20    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 74.34    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0299/1000] mIoU: 60.42  |  FB-IoU: 77.61 |  0: 60.20    |  1: 85.57    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.43    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 74.34    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0300/1000] mIoU: 60.43  |  FB-IoU: 77.64 |  0: 60.20    |  1: 85.57    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.45    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 74.34    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0301/1000] mIoU: 60.37  |  FB-IoU: 77.63 |  0: 60.20    |  1: 85.57    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.45    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 73.21    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0302/1000] mIoU: 60.37  |  FB-IoU: 77.68 |  0: 60.20    |  1: 85.57    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 42.92    |  15: 61.04    |  16: 73.21    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0303/1000] mIoU: 60.43  |  FB-IoU: 77.70 |  0: 60.20    |  1: 85.57    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 43.99    |  15: 61.04    |  16: 73.21    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0304/1000] mIoU: 60.33  |  FB-IoU: 77.72 |  0: 60.20    |  1: 83.61    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.46    |  8: 61.65    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 43.99    |  15: 61.04    |  16: 73.21    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0305/1000] mIoU: 60.61  |  FB-IoU: 77.77 |  0: 60.20    |  1: 83.61    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.46    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 43.99    |  15: 61.04    |  16: 73.21    |  17: 30.11    |  18: 25.24    |  19: 76.75   
[Batch: 0306/1000] mIoU: 60.63  |  FB-IoU: 77.81 |  0: 60.20    |  1: 83.61    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.46    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 43.99    |  15: 61.04    |  16: 73.21    |  17: 30.11    |  18: 25.24    |  19: 77.03   
[Batch: 0307/1000] mIoU: 60.63  |  FB-IoU: 77.84 |  0: 60.20    |  1: 83.61    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.46    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 43.99    |  15: 61.04    |  16: 73.21    |  17: 30.11    |  18: 25.24    |  19: 77.15   
[Batch: 0308/1000] mIoU: 60.64  |  FB-IoU: 77.87 |  0: 60.20    |  1: 83.61    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.46    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 43.99    |  15: 61.04    |  16: 73.21    |  17: 30.11    |  18: 25.24    |  19: 77.34   
[Batch: 0309/1000] mIoU: 60.63  |  FB-IoU: 77.88 |  0: 60.20    |  1: 83.61    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 77.85    |  14: 43.99    |  15: 61.04    |  16: 73.21    |  17: 30.11    |  18: 25.24    |  19: 77.34   
[Batch: 0310/1000] mIoU: 60.69  |  FB-IoU: 77.98 |  0: 60.20    |  1: 83.61    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 73.21    |  17: 30.11    |  18: 25.24    |  19: 77.34   
[Batch: 0311/1000] mIoU: 60.71  |  FB-IoU: 78.01 |  0: 60.20    |  1: 83.61    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 73.70    |  17: 30.11    |  18: 25.24    |  19: 77.34   
[Batch: 0312/1000] mIoU: 60.76  |  FB-IoU: 78.00 |  0: 60.20    |  1: 83.61    |  2: 55.96    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 73.70    |  17: 31.03    |  18: 25.24    |  19: 77.34   
[Batch: 0313/1000] mIoU: 60.78  |  FB-IoU: 78.01 |  0: 60.20    |  1: 83.61    |  2: 56.49    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 73.70    |  17: 31.03    |  18: 25.24    |  19: 77.34   
[Batch: 0314/1000] mIoU: 60.85  |  FB-IoU: 78.14 |  0: 60.20    |  1: 84.97    |  2: 56.49    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 76.23    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 73.70    |  17: 31.03    |  18: 25.24    |  19: 77.34   
[Batch: 0315/1000] mIoU: 60.81  |  FB-IoU: 78.11 |  0: 60.20    |  1: 84.97    |  2: 56.49    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 27.09    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 73.70    |  17: 31.03    |  18: 25.24    |  19: 77.34   
[Batch: 0316/1000] mIoU: 60.37  |  FB-IoU: 77.64 |  0: 60.20    |  1: 84.97    |  2: 56.49    |  3: 32.73    |  4: 78.01    |  5: 86.53    |  6: 75.01    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 73.70    |  17: 31.03    |  18: 25.24    |  19: 77.34   
[Batch: 0317/1000] mIoU: 60.37  |  FB-IoU: 77.65 |  0: 60.20    |  1: 84.97    |  2: 56.49    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 75.01    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 73.70    |  17: 31.03    |  18: 25.24    |  19: 77.34   
[Batch: 0318/1000] mIoU: 60.48  |  FB-IoU: 77.68 |  0: 60.20    |  1: 84.97    |  2: 56.49    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 73.70    |  17: 31.03    |  18: 25.24    |  19: 77.34   
[Batch: 0319/1000] mIoU: 60.52  |  FB-IoU: 77.67 |  0: 60.20    |  1: 84.97    |  2: 56.49    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 73.70    |  17: 31.03    |  18: 25.94    |  19: 77.34   
[Batch: 0320/1000] mIoU: 60.42  |  FB-IoU: 77.66 |  0: 60.20    |  1: 84.97    |  2: 56.49    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 43.99    |  15: 61.04    |  16: 71.85    |  17: 31.03    |  18: 25.94    |  19: 77.34   
[Batch: 0321/1000] mIoU: 60.38  |  FB-IoU: 77.64 |  0: 60.20    |  1: 84.97    |  2: 56.49    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 43.99    |  15: 60.15    |  16: 71.85    |  17: 31.03    |  18: 25.94    |  19: 77.34   
[Batch: 0322/1000] mIoU: 60.36  |  FB-IoU: 77.65 |  0: 60.20    |  1: 84.97    |  2: 56.49    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 43.99    |  15: 60.15    |  16: 71.44    |  17: 31.03    |  18: 25.94    |  19: 77.34   
[Batch: 0323/1000] mIoU: 60.28  |  FB-IoU: 77.64 |  0: 60.20    |  1: 84.97    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 43.99    |  15: 60.15    |  16: 71.44    |  17: 31.03    |  18: 25.94    |  19: 77.34   
[Batch: 0324/1000] mIoU: 60.31  |  FB-IoU: 77.62 |  0: 60.20    |  1: 84.97    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 44.51    |  15: 60.15    |  16: 71.44    |  17: 31.03    |  18: 25.94    |  19: 77.34   
[Batch: 0325/1000] mIoU: 60.32  |  FB-IoU: 77.65 |  0: 60.20    |  1: 85.21    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 44.51    |  15: 60.15    |  16: 71.44    |  17: 31.03    |  18: 25.94    |  19: 77.34   
[Batch: 0326/1000] mIoU: 60.42  |  FB-IoU: 77.65 |  0: 60.20    |  1: 85.21    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 44.51    |  15: 60.15    |  16: 71.44    |  17: 31.03    |  18: 27.98    |  19: 77.34   
[Batch: 0327/1000] mIoU: 60.41  |  FB-IoU: 77.69 |  0: 60.20    |  1: 85.21    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 44.51    |  15: 60.15    |  16: 71.44    |  17: 31.03    |  18: 27.98    |  19: 77.06   
[Batch: 0328/1000] mIoU: 60.36  |  FB-IoU: 77.67 |  0: 60.20    |  1: 84.31    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 32.98    |  12: 75.36    |  13: 79.02    |  14: 44.51    |  15: 60.15    |  16: 71.44    |  17: 31.03    |  18: 27.98    |  19: 77.06   
[Batch: 0329/1000] mIoU: 60.57  |  FB-IoU: 77.48 |  0: 60.20    |  1: 84.31    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 37.11    |  12: 75.36    |  13: 79.02    |  14: 44.51    |  15: 60.15    |  16: 71.44    |  17: 31.03    |  18: 27.98    |  19: 77.06   
[Batch: 0330/1000] mIoU: 60.28  |  FB-IoU: 77.30 |  0: 60.20    |  1: 84.31    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.94    |  10: 18.26    |  11: 37.11    |  12: 75.36    |  13: 79.02    |  14: 44.51    |  15: 60.15    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0331/1000] mIoU: 60.26  |  FB-IoU: 77.31 |  0: 60.20    |  1: 84.31    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.62    |  10: 18.26    |  11: 37.11    |  12: 75.36    |  13: 79.02    |  14: 44.51    |  15: 60.15    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0332/1000] mIoU: 60.26  |  FB-IoU: 77.32 |  0: 60.20    |  1: 84.31    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.62    |  10: 18.26    |  11: 37.11    |  12: 75.36    |  13: 79.02    |  14: 44.51    |  15: 60.05    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0333/1000] mIoU: 60.44  |  FB-IoU: 77.66 |  0: 60.20    |  1: 84.31    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 84.62    |  10: 18.26    |  11: 37.11    |  12: 75.36    |  13: 82.67    |  14: 44.51    |  15: 60.05    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0334/1000] mIoU: 60.35  |  FB-IoU: 77.65 |  0: 60.20    |  1: 84.31    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 37.11    |  12: 75.36    |  13: 82.67    |  14: 44.51    |  15: 60.05    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0335/1000] mIoU: 60.29  |  FB-IoU: 77.61 |  0: 60.20    |  1: 84.31    |  2: 54.88    |  3: 32.73    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 37.11    |  12: 75.36    |  13: 82.67    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0336/1000] mIoU: 60.24  |  FB-IoU: 77.54 |  0: 60.20    |  1: 84.31    |  2: 54.88    |  3: 31.67    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 37.11    |  12: 75.36    |  13: 82.67    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0337/1000] mIoU: 60.21  |  FB-IoU: 77.58 |  0: 60.20    |  1: 84.31    |  2: 54.88    |  3: 31.67    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 37.11    |  12: 74.69    |  13: 82.67    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0338/1000] mIoU: 60.32  |  FB-IoU: 77.63 |  0: 62.47    |  1: 84.31    |  2: 54.88    |  3: 31.67    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 37.11    |  12: 74.69    |  13: 82.67    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0339/1000] mIoU: 60.36  |  FB-IoU: 77.73 |  0: 62.47    |  1: 85.14    |  2: 54.88    |  3: 31.67    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 37.11    |  12: 74.69    |  13: 82.67    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0340/1000] mIoU: 60.28  |  FB-IoU: 77.68 |  0: 62.47    |  1: 85.14    |  2: 54.88    |  3: 31.67    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 37.11    |  12: 74.69    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.03    |  18: 22.20    |  19: 77.06   
[Batch: 0341/1000] mIoU: 60.29  |  FB-IoU: 77.65 |  0: 62.47    |  1: 85.14    |  2: 54.88    |  3: 31.67    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 37.11    |  12: 74.69    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.06   
[Batch: 0342/1000] mIoU: 60.10  |  FB-IoU: 77.26 |  0: 62.47    |  1: 85.14    |  2: 54.88    |  3: 27.91    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 37.11    |  12: 74.69    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.06   
[Batch: 0343/1000] mIoU: 59.97  |  FB-IoU: 77.09 |  0: 62.47    |  1: 85.14    |  2: 54.88    |  3: 27.91    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.69    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.06   
[Batch: 0344/1000] mIoU: 60.01  |  FB-IoU: 77.19 |  0: 62.47    |  1: 85.83    |  2: 54.88    |  3: 27.91    |  4: 78.04    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.69    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.06   
[Batch: 0345/1000] mIoU: 59.46  |  FB-IoU: 76.96 |  0: 62.47    |  1: 85.83    |  2: 54.88    |  3: 27.91    |  4: 67.12    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.69    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.06   
[Batch: 0346/1000] mIoU: 59.48  |  FB-IoU: 77.01 |  0: 62.47    |  1: 85.83    |  2: 54.88    |  3: 27.91    |  4: 67.12    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.69    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0347/1000] mIoU: 59.49  |  FB-IoU: 77.06 |  0: 62.47    |  1: 86.00    |  2: 54.88    |  3: 27.91    |  4: 67.12    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.69    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0348/1000] mIoU: 59.51  |  FB-IoU: 77.08 |  0: 62.47    |  1: 86.00    |  2: 54.88    |  3: 27.91    |  4: 67.46    |  5: 86.53    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.69    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0349/1000] mIoU: 59.50  |  FB-IoU: 77.09 |  0: 62.47    |  1: 86.00    |  2: 54.88    |  3: 27.91    |  4: 67.46    |  5: 86.50    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.69    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0350/1000] mIoU: 59.52  |  FB-IoU: 77.12 |  0: 62.47    |  1: 86.00    |  2: 54.88    |  3: 27.91    |  4: 67.46    |  5: 86.50    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.97    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0351/1000] mIoU: 59.64  |  FB-IoU: 77.14 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 67.46    |  5: 86.50    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.97    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0352/1000] mIoU: 59.68  |  FB-IoU: 77.17 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 68.37    |  5: 86.50    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.97    |  13: 81.12    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0353/1000] mIoU: 59.68  |  FB-IoU: 77.22 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 68.37    |  5: 86.50    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.97    |  13: 81.01    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0354/1000] mIoU: 59.75  |  FB-IoU: 77.27 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 69.87    |  5: 86.50    |  6: 77.28    |  7: 63.16    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.97    |  13: 81.01    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0355/1000] mIoU: 59.79  |  FB-IoU: 77.29 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 69.87    |  5: 86.50    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.97    |  13: 81.01    |  14: 44.51    |  15: 58.93    |  16: 71.44    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0356/1000] mIoU: 59.78  |  FB-IoU: 77.30 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 69.87    |  5: 86.50    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.97    |  13: 81.01    |  14: 44.51    |  15: 58.93    |  16: 71.28    |  17: 31.05    |  18: 22.20    |  19: 77.43   
[Batch: 0357/1000] mIoU: 59.86  |  FB-IoU: 77.27 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 69.87    |  5: 86.50    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.97    |  13: 81.01    |  14: 44.51    |  15: 58.93    |  16: 71.28    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0358/1000] mIoU: 59.93  |  FB-IoU: 77.42 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 69.87    |  5: 86.50    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.97    |  13: 82.31    |  14: 44.51    |  15: 58.93    |  16: 71.28    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0359/1000] mIoU: 59.90  |  FB-IoU: 77.40 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 69.87    |  5: 86.50    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.51    |  15: 58.93    |  16: 71.28    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0360/1000] mIoU: 59.94  |  FB-IoU: 77.44 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 70.65    |  5: 86.50    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.51    |  15: 58.93    |  16: 71.28    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0361/1000] mIoU: 59.93  |  FB-IoU: 77.39 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 70.65    |  5: 86.50    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.45    |  15: 58.93    |  16: 71.28    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0362/1000] mIoU: 59.94  |  FB-IoU: 77.41 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 27.91    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.45    |  15: 58.93    |  16: 71.28    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0363/1000] mIoU: 60.11  |  FB-IoU: 77.47 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.45    |  15: 58.93    |  16: 71.28    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0364/1000] mIoU: 60.25  |  FB-IoU: 77.52 |  0: 62.47    |  1: 86.00    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.45    |  15: 61.81    |  16: 71.28    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0365/1000] mIoU: 60.22  |  FB-IoU: 77.51 |  0: 61.90    |  1: 86.00    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 63.81    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.45    |  15: 61.81    |  16: 71.28    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0366/1000] mIoU: 60.25  |  FB-IoU: 77.52 |  0: 61.90    |  1: 86.00    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.45    |  15: 61.81    |  16: 71.28    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0367/1000] mIoU: 60.22  |  FB-IoU: 77.52 |  0: 61.90    |  1: 86.00    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 67.34    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.45    |  15: 61.81    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0368/1000] mIoU: 60.19  |  FB-IoU: 77.53 |  0: 61.90    |  1: 86.00    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 66.69    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.45    |  15: 61.81    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0369/1000] mIoU: 60.13  |  FB-IoU: 77.51 |  0: 61.90    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 66.69    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.37    |  13: 82.31    |  14: 44.45    |  15: 61.81    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0370/1000] mIoU: 60.05  |  FB-IoU: 77.45 |  0: 61.90    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 66.69    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 72.70    |  13: 82.31    |  14: 44.45    |  15: 61.81    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0371/1000] mIoU: 60.12  |  FB-IoU: 77.56 |  0: 61.90    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 66.69    |  9: 82.83    |  10: 18.26    |  11: 34.65    |  12: 74.20    |  13: 82.31    |  14: 44.45    |  15: 61.81    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0372/1000] mIoU: 60.55  |  FB-IoU: 77.70 |  0: 61.90    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 66.69    |  9: 82.83    |  10: 18.26    |  11: 43.15    |  12: 74.20    |  13: 82.31    |  14: 44.45    |  15: 61.81    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0373/1000] mIoU: 60.61  |  FB-IoU: 77.73 |  0: 61.90    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 66.69    |  9: 82.83    |  10: 18.26    |  11: 43.15    |  12: 74.20    |  13: 82.31    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.43   
[Batch: 0374/1000] mIoU: 60.63  |  FB-IoU: 77.79 |  0: 61.90    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 66.69    |  9: 82.83    |  10: 18.26    |  11: 43.15    |  12: 74.20    |  13: 82.31    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.88   
[Batch: 0375/1000] mIoU: 60.62  |  FB-IoU: 77.80 |  0: 61.90    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 66.69    |  9: 82.83    |  10: 18.26    |  11: 43.15    |  12: 74.20    |  13: 82.31    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.69   
[Batch: 0376/1000] mIoU: 60.61  |  FB-IoU: 77.81 |  0: 61.90    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 66.69    |  9: 82.83    |  10: 18.26    |  11: 43.15    |  12: 74.20    |  13: 82.19    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.69   
[Batch: 0377/1000] mIoU: 60.79  |  FB-IoU: 77.90 |  0: 65.46    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 66.69    |  9: 82.83    |  10: 18.26    |  11: 43.15    |  12: 74.20    |  13: 82.19    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.69   
[Batch: 0378/1000] mIoU: 60.71  |  FB-IoU: 77.90 |  0: 65.46    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 43.15    |  12: 74.20    |  13: 82.19    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 22.20    |  19: 77.69   
[Batch: 0379/1000] mIoU: 60.68  |  FB-IoU: 77.89 |  0: 65.46    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.65    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 43.15    |  12: 74.20    |  13: 82.19    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 21.61    |  19: 77.69   
[Batch: 0380/1000] mIoU: 60.70  |  FB-IoU: 77.91 |  0: 65.46    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.93    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 43.15    |  12: 74.20    |  13: 82.19    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 21.61    |  19: 77.69   
[Batch: 0381/1000] mIoU: 60.73  |  FB-IoU: 78.02 |  0: 65.46    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.93    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 43.15    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 21.61    |  19: 77.69   
[Batch: 0382/1000] mIoU: 60.68  |  FB-IoU: 77.96 |  0: 65.46    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 70.93    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 21.61    |  19: 77.69   
[Batch: 0383/1000] mIoU: 60.71  |  FB-IoU: 78.00 |  0: 65.46    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.28    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 21.61    |  19: 77.69   
[Batch: 0384/1000] mIoU: 60.75  |  FB-IoU: 78.01 |  0: 65.46    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 32.76    |  18: 21.61    |  19: 77.69   
[Batch: 0385/1000] mIoU: 60.76  |  FB-IoU: 77.99 |  0: 65.46    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 33.00    |  18: 21.61    |  19: 77.69   
[Batch: 0386/1000] mIoU: 60.82  |  FB-IoU: 78.00 |  0: 65.46    |  1: 84.93    |  2: 57.25    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 33.00    |  18: 22.77    |  19: 77.69   
[Batch: 0387/1000] mIoU: 60.82  |  FB-IoU: 78.00 |  0: 65.46    |  1: 84.93    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 62.98    |  16: 70.70    |  17: 33.00    |  18: 22.77    |  19: 77.69   
[Batch: 0388/1000] mIoU: 60.86  |  FB-IoU: 78.01 |  0: 65.46    |  1: 84.93    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 63.78    |  16: 70.70    |  17: 33.00    |  18: 22.77    |  19: 77.69   
[Batch: 0389/1000] mIoU: 60.95  |  FB-IoU: 78.05 |  0: 65.46    |  1: 84.93    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 64.32    |  8: 65.06    |  9: 82.83    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 22.77    |  19: 77.69   
[Batch: 0390/1000] mIoU: 60.94  |  FB-IoU: 78.06 |  0: 65.46    |  1: 84.93    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 64.32    |  8: 65.06    |  9: 82.65    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 22.77    |  19: 77.69   
[Batch: 0391/1000] mIoU: 60.94  |  FB-IoU: 78.08 |  0: 65.46    |  1: 84.91    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 64.32    |  8: 65.06    |  9: 82.65    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 22.77    |  19: 77.69   
[Batch: 0392/1000] mIoU: 60.89  |  FB-IoU: 78.06 |  0: 65.46    |  1: 84.91    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 64.32    |  8: 65.06    |  9: 82.65    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0393/1000] mIoU: 60.78  |  FB-IoU: 78.05 |  0: 65.46    |  1: 84.91    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 62.13    |  8: 65.06    |  9: 82.65    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0394/1000] mIoU: 60.78  |  FB-IoU: 78.05 |  0: 65.42    |  1: 84.91    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 62.13    |  8: 65.06    |  9: 82.65    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0395/1000] mIoU: 60.70  |  FB-IoU: 78.05 |  0: 65.42    |  1: 84.91    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.26    |  11: 42.14    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0396/1000] mIoU: 60.70  |  FB-IoU: 78.05 |  0: 65.42    |  1: 84.91    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.26    |  11: 41.99    |  12: 74.20    |  13: 82.91    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0397/1000] mIoU: 60.69  |  FB-IoU: 78.07 |  0: 65.42    |  1: 84.91    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.26    |  11: 41.99    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0398/1000] mIoU: 60.61  |  FB-IoU: 77.97 |  0: 65.42    |  1: 84.91    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 77.99    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.26    |  11: 40.40    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0399/1000] mIoU: 60.63  |  FB-IoU: 77.98 |  0: 65.42    |  1: 84.91    |  2: 57.27    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.26    |  11: 40.40    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0400/1000] mIoU: 60.62  |  FB-IoU: 77.99 |  0: 65.42    |  1: 84.91    |  2: 57.06    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.26    |  11: 40.40    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0401/1000] mIoU: 60.58  |  FB-IoU: 77.98 |  0: 65.42    |  1: 84.23    |  2: 57.06    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.26    |  11: 40.40    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0402/1000] mIoU: 60.59  |  FB-IoU: 77.89 |  0: 65.42    |  1: 84.23    |  2: 57.06    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 40.40    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.54    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0403/1000] mIoU: 60.60  |  FB-IoU: 77.91 |  0: 65.42    |  1: 84.23    |  2: 57.06    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 40.40    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.87    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0404/1000] mIoU: 60.60  |  FB-IoU: 77.91 |  0: 65.35    |  1: 84.23    |  2: 57.06    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 40.40    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.87    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0405/1000] mIoU: 60.52  |  FB-IoU: 77.68 |  0: 65.35    |  1: 84.23    |  2: 57.06    |  3: 31.28    |  4: 71.55    |  5: 86.58    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.87    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0406/1000] mIoU: 60.51  |  FB-IoU: 77.69 |  0: 65.35    |  1: 84.23    |  2: 57.06    |  3: 31.28    |  4: 71.55    |  5: 86.52    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.87    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0407/1000] mIoU: 60.55  |  FB-IoU: 77.70 |  0: 65.35    |  1: 84.23    |  2: 57.85    |  3: 31.28    |  4: 71.55    |  5: 86.52    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.87    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0408/1000] mIoU: 60.46  |  FB-IoU: 77.66 |  0: 65.35    |  1: 84.23    |  2: 57.85    |  3: 31.28    |  4: 69.67    |  5: 86.52    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.87    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0409/1000] mIoU: 60.48  |  FB-IoU: 77.71 |  0: 65.35    |  1: 84.61    |  2: 57.85    |  3: 31.28    |  4: 69.67    |  5: 86.52    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 65.87    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0410/1000] mIoU: 60.42  |  FB-IoU: 77.70 |  0: 65.35    |  1: 84.61    |  2: 57.85    |  3: 31.28    |  4: 69.67    |  5: 86.52    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 44.45    |  15: 64.76    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0411/1000] mIoU: 60.43  |  FB-IoU: 77.70 |  0: 65.35    |  1: 84.61    |  2: 57.85    |  3: 31.28    |  4: 69.67    |  5: 86.52    |  6: 78.23    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 44.52    |  15: 64.76    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0412/1000] mIoU: 60.71  |  FB-IoU: 77.78 |  0: 65.35    |  1: 84.61    |  2: 57.85    |  3: 31.28    |  4: 69.67    |  5: 86.52    |  6: 83.95    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 44.52    |  15: 64.76    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0413/1000] mIoU: 60.68  |  FB-IoU: 77.78 |  0: 65.35    |  1: 84.61    |  2: 57.85    |  3: 31.28    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 44.52    |  15: 64.76    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0414/1000] mIoU: 60.77  |  FB-IoU: 77.84 |  0: 65.35    |  1: 84.61    |  2: 57.85    |  3: 31.28    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 62.13    |  8: 63.48    |  9: 82.65    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 64.76    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0415/1000] mIoU: 60.79  |  FB-IoU: 77.85 |  0: 65.35    |  1: 84.61    |  2: 57.85    |  3: 31.28    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 62.13    |  8: 63.48    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 64.76    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0416/1000] mIoU: 60.77  |  FB-IoU: 77.85 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 31.28    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 62.13    |  8: 63.48    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 64.76    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0417/1000] mIoU: 60.79  |  FB-IoU: 77.87 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 31.28    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 62.13    |  8: 63.48    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0418/1000] mIoU: 60.77  |  FB-IoU: 77.83 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.96    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 62.13    |  8: 63.48    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 33.00    |  18: 21.91    |  19: 77.69   
[Batch: 0419/1000] mIoU: 60.70  |  FB-IoU: 77.65 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.96    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 62.13    |  8: 63.48    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 31.62    |  18: 21.91    |  19: 77.69   
[Batch: 0420/1000] mIoU: 60.71  |  FB-IoU: 77.64 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.96    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 62.13    |  8: 63.48    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 31.62    |  18: 22.04    |  19: 77.69   
[Batch: 0421/1000] mIoU: 60.68  |  FB-IoU: 77.63 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.96    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 62.13    |  8: 63.48    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 31.62    |  18: 22.04    |  19: 77.17   
[Batch: 0422/1000] mIoU: 60.60  |  FB-IoU: 77.63 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.96    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 62.13    |  8: 61.75    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 31.62    |  18: 22.04    |  19: 77.17   
[Batch: 0423/1000] mIoU: 60.58  |  FB-IoU: 77.63 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.96    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 61.87    |  8: 61.75    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 31.62    |  18: 22.04    |  19: 77.17   
[Batch: 0424/1000] mIoU: 60.56  |  FB-IoU: 77.62 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.96    |  4: 69.67    |  5: 85.85    |  6: 83.95    |  7: 61.87    |  8: 61.75    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0425/1000] mIoU: 60.36  |  FB-IoU: 77.63 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.96    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 61.87    |  8: 61.75    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0426/1000] mIoU: 60.38  |  FB-IoU: 77.64 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.96    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 62.11    |  8: 61.75    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0427/1000] mIoU: 60.37  |  FB-IoU: 77.64 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 62.11    |  8: 61.75    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.09    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0428/1000] mIoU: 60.38  |  FB-IoU: 77.65 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 62.11    |  8: 61.75    |  9: 83.04    |  10: 18.37    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.20    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0429/1000] mIoU: 60.35  |  FB-IoU: 77.62 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 62.11    |  8: 61.75    |  9: 83.04    |  10: 17.86    |  11: 38.72    |  12: 74.20    |  13: 82.87    |  14: 46.28    |  15: 65.20    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0430/1000] mIoU: 60.36  |  FB-IoU: 77.68 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 62.11    |  8: 61.75    |  9: 83.04    |  10: 17.86    |  11: 38.72    |  12: 74.20    |  13: 82.90    |  14: 46.28    |  15: 65.20    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0431/1000] mIoU: 60.41  |  FB-IoU: 77.72 |  0: 65.04    |  1: 84.61    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 62.11    |  8: 61.75    |  9: 84.23    |  10: 17.86    |  11: 38.72    |  12: 74.20    |  13: 82.90    |  14: 46.28    |  15: 65.20    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0432/1000] mIoU: 60.40  |  FB-IoU: 77.72 |  0: 65.04    |  1: 84.26    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 62.11    |  8: 61.75    |  9: 84.23    |  10: 17.86    |  11: 38.72    |  12: 74.20    |  13: 82.90    |  14: 46.28    |  15: 65.20    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0433/1000] mIoU: 60.12  |  FB-IoU: 77.25 |  0: 65.04    |  1: 84.26    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 62.11    |  8: 61.75    |  9: 84.23    |  10: 17.86    |  11: 33.19    |  12: 74.20    |  13: 82.90    |  14: 46.28    |  15: 65.20    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0434/1000] mIoU: 60.22  |  FB-IoU: 77.30 |  0: 65.04    |  1: 84.26    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 62.11    |  8: 61.75    |  9: 84.23    |  10: 17.86    |  11: 33.19    |  12: 74.20    |  13: 82.90    |  14: 46.28    |  15: 67.08    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0435/1000] mIoU: 60.37  |  FB-IoU: 77.33 |  0: 65.04    |  1: 84.26    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.23    |  10: 17.86    |  11: 33.19    |  12: 74.20    |  13: 82.90    |  14: 46.28    |  15: 67.08    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0436/1000] mIoU: 60.18  |  FB-IoU: 77.22 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.23    |  10: 17.86    |  11: 33.19    |  12: 74.20    |  13: 82.90    |  14: 46.28    |  15: 67.08    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0437/1000] mIoU: 60.29  |  FB-IoU: 77.36 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.23    |  10: 17.86    |  11: 33.19    |  12: 76.36    |  13: 82.90    |  14: 46.28    |  15: 67.08    |  16: 70.70    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0438/1000] mIoU: 60.31  |  FB-IoU: 77.37 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.23    |  10: 17.86    |  11: 33.19    |  12: 76.36    |  13: 82.90    |  14: 46.28    |  15: 67.08    |  16: 71.21    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0439/1000] mIoU: 60.32  |  FB-IoU: 77.38 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.23    |  10: 17.98    |  11: 33.19    |  12: 76.36    |  13: 82.90    |  14: 46.28    |  15: 67.08    |  16: 71.21    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0440/1000] mIoU: 60.32  |  FB-IoU: 77.39 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.23    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 46.28    |  15: 67.08    |  16: 71.21    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0441/1000] mIoU: 60.33  |  FB-IoU: 77.40 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 30.93    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.34    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 46.28    |  15: 67.08    |  16: 71.21    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0442/1000] mIoU: 60.33  |  FB-IoU: 77.41 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.34    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 46.28    |  15: 67.08    |  16: 71.21    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0443/1000] mIoU: 60.52  |  FB-IoU: 77.54 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.34    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.05    |  15: 67.08    |  16: 71.21    |  17: 31.62    |  18: 21.62    |  19: 77.17   
[Batch: 0444/1000] mIoU: 60.55  |  FB-IoU: 77.54 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.34    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.05    |  15: 67.08    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 77.17   
[Batch: 0445/1000] mIoU: 60.57  |  FB-IoU: 77.56 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.34    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.05    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 77.17   
[Batch: 0446/1000] mIoU: 60.54  |  FB-IoU: 77.55 |  0: 65.04    |  1: 80.53    |  2: 57.85    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.34    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.05    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0447/1000] mIoU: 60.55  |  FB-IoU: 77.56 |  0: 65.04    |  1: 80.53    |  2: 58.07    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.34    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.05    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0448/1000] mIoU: 60.55  |  FB-IoU: 77.56 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 84.34    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.05    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0449/1000] mIoU: 60.46  |  FB-IoU: 77.57 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.75    |  9: 82.64    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.05    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0450/1000] mIoU: 60.47  |  FB-IoU: 77.58 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.97    |  9: 82.64    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.05    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0451/1000] mIoU: 60.62  |  FB-IoU: 77.68 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 80.00    |  7: 65.12    |  8: 61.97    |  9: 85.68    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.05    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0452/1000] mIoU: 60.60  |  FB-IoU: 77.72 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 79.48    |  7: 65.12    |  8: 61.97    |  9: 85.68    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.05    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0453/1000] mIoU: 60.62  |  FB-IoU: 77.75 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 79.48    |  7: 65.12    |  8: 61.97    |  9: 85.68    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0454/1000] mIoU: 60.62  |  FB-IoU: 77.76 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 85.85    |  6: 79.48    |  7: 65.12    |  8: 61.97    |  9: 85.68    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0455/1000] mIoU: 60.44  |  FB-IoU: 77.70 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 61.97    |  9: 85.68    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0456/1000] mIoU: 60.39  |  FB-IoU: 77.70 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.21    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0457/1000] mIoU: 60.40  |  FB-IoU: 77.71 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.29    |  17: 31.62    |  18: 22.26    |  19: 76.51   
[Batch: 0458/1000] mIoU: 60.40  |  FB-IoU: 77.71 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 69.67    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.29    |  17: 31.70    |  18: 22.26    |  19: 76.51   
[Batch: 0459/1000] mIoU: 60.42  |  FB-IoU: 77.73 |  0: 65.04    |  1: 80.53    |  2: 57.98    |  3: 31.04    |  4: 70.12    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.29    |  17: 31.70    |  18: 22.26    |  19: 76.51   
[Batch: 0460/1000] mIoU: 60.41  |  FB-IoU: 77.74 |  0: 65.04    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 70.12    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 17.98    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.29    |  17: 31.70    |  18: 22.26    |  19: 76.51   
[Batch: 0461/1000] mIoU: 60.49  |  FB-IoU: 77.75 |  0: 65.04    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 70.12    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.29    |  17: 31.70    |  18: 22.26    |  19: 76.51   
[Batch: 0462/1000] mIoU: 60.43  |  FB-IoU: 77.66 |  0: 65.04    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 70.12    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.29    |  17: 30.45    |  18: 22.26    |  19: 76.51   
[Batch: 0463/1000] mIoU: 60.44  |  FB-IoU: 77.67 |  0: 65.20    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 70.12    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 67.45    |  16: 71.29    |  17: 30.45    |  18: 22.26    |  19: 76.51   
[Batch: 0464/1000] mIoU: 60.51  |  FB-IoU: 77.71 |  0: 65.20    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 70.12    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 82.90    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.45    |  18: 22.26    |  19: 76.51   
[Batch: 0465/1000] mIoU: 60.55  |  FB-IoU: 77.80 |  0: 65.20    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 70.12    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.45    |  18: 22.26    |  19: 76.51   
[Batch: 0466/1000] mIoU: 60.57  |  FB-IoU: 77.79 |  0: 65.20    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 70.12    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0467/1000] mIoU: 60.51  |  FB-IoU: 77.77 |  0: 65.20    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 68.94    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0468/1000] mIoU: 60.54  |  FB-IoU: 77.79 |  0: 65.81    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 68.94    |  5: 82.26    |  6: 79.48    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0469/1000] mIoU: 60.49  |  FB-IoU: 77.78 |  0: 65.81    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 68.94    |  5: 82.26    |  6: 78.40    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0470/1000] mIoU: 60.53  |  FB-IoU: 77.82 |  0: 65.81    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 78.40    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0471/1000] mIoU: 60.30  |  FB-IoU: 77.78 |  0: 65.81    |  1: 80.35    |  2: 57.98    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0472/1000] mIoU: 60.17  |  FB-IoU: 77.72 |  0: 65.81    |  1: 77.87    |  2: 57.98    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.57    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0473/1000] mIoU: 60.18  |  FB-IoU: 77.72 |  0: 65.81    |  1: 77.87    |  2: 57.98    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0474/1000] mIoU: 60.14  |  FB-IoU: 77.70 |  0: 65.81    |  1: 77.12    |  2: 57.98    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.29    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0475/1000] mIoU: 60.17  |  FB-IoU: 77.72 |  0: 65.81    |  1: 77.12    |  2: 57.98    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 33.25    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.79    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0476/1000] mIoU: 59.99  |  FB-IoU: 77.34 |  0: 65.81    |  1: 77.12    |  2: 57.98    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 29.70    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.79    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0477/1000] mIoU: 60.06  |  FB-IoU: 77.35 |  0: 65.81    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 29.70    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 71.79    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0478/1000] mIoU: 60.11  |  FB-IoU: 77.37 |  0: 65.81    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.12    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 29.70    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 72.75    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0479/1000] mIoU: 60.15  |  FB-IoU: 77.39 |  0: 65.81    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.82    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 29.70    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 68.91    |  16: 72.75    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0480/1000] mIoU: 60.16  |  FB-IoU: 77.40 |  0: 65.81    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.82    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 29.70    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 69.24    |  16: 72.75    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0481/1000] mIoU: 60.14  |  FB-IoU: 77.39 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.82    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 29.70    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 69.24    |  16: 72.75    |  17: 30.94    |  18: 22.26    |  19: 76.51   
[Batch: 0482/1000] mIoU: 60.21  |  FB-IoU: 77.38 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.82    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 29.70    |  12: 76.36    |  13: 83.60    |  14: 50.57    |  15: 69.24    |  16: 72.75    |  17: 32.47    |  18: 22.26    |  19: 76.51   
[Batch: 0483/1000] mIoU: 60.25  |  FB-IoU: 77.45 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.82    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.60    |  14: 50.57    |  15: 69.24    |  16: 72.75    |  17: 32.47    |  18: 22.26    |  19: 76.51   
[Batch: 0484/1000] mIoU: 60.34  |  FB-IoU: 77.51 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.82    |  8: 60.95    |  9: 85.68    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.60    |  14: 52.28    |  15: 69.24    |  16: 72.75    |  17: 32.47    |  18: 22.26    |  19: 76.51   
[Batch: 0485/1000] mIoU: 60.27  |  FB-IoU: 77.51 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.82    |  8: 60.95    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.60    |  14: 52.28    |  15: 69.24    |  16: 72.75    |  17: 32.47    |  18: 22.26    |  19: 76.51   
[Batch: 0486/1000] mIoU: 60.29  |  FB-IoU: 77.55 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.82    |  8: 60.95    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.60    |  14: 52.28    |  15: 69.24    |  16: 72.75    |  17: 32.47    |  18: 22.26    |  19: 76.90   
[Batch: 0487/1000] mIoU: 60.31  |  FB-IoU: 77.56 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 65.82    |  8: 60.95    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.60    |  14: 52.28    |  15: 69.24    |  16: 72.75    |  17: 32.47    |  18: 22.74    |  19: 76.90   
[Batch: 0488/1000] mIoU: 60.33  |  FB-IoU: 77.57 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 66.05    |  8: 60.95    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.60    |  14: 52.28    |  15: 69.24    |  16: 72.75    |  17: 32.47    |  18: 22.74    |  19: 76.90   
[Batch: 0489/1000] mIoU: 60.39  |  FB-IoU: 77.59 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 67.37    |  8: 60.95    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.60    |  14: 52.28    |  15: 69.24    |  16: 72.75    |  17: 32.47    |  18: 22.74    |  19: 76.90   
[Batch: 0490/1000] mIoU: 60.39  |  FB-IoU: 77.64 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 67.37    |  8: 60.95    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.24    |  16: 72.75    |  17: 32.47    |  18: 22.74    |  19: 76.90   
[Batch: 0491/1000] mIoU: 60.37  |  FB-IoU: 77.65 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 67.37    |  8: 60.95    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.24    |  16: 72.75    |  17: 32.47    |  18: 22.74    |  19: 76.44   
[Batch: 0492/1000] mIoU: 60.53  |  FB-IoU: 77.71 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 67.37    |  8: 60.95    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.24    |  16: 72.75    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0493/1000] mIoU: 60.53  |  FB-IoU: 77.72 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 67.37    |  8: 60.95    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.23    |  16: 72.75    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0494/1000] mIoU: 59.90  |  FB-IoU: 77.59 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 31.04    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 67.37    |  8: 48.25    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.23    |  16: 72.75    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0495/1000] mIoU: 59.88  |  FB-IoU: 77.56 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 69.70    |  5: 82.26    |  6: 73.78    |  7: 67.37    |  8: 48.25    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.23    |  16: 72.75    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0496/1000] mIoU: 59.93  |  FB-IoU: 77.65 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 69.70    |  5: 83.28    |  6: 73.78    |  7: 67.37    |  8: 48.25    |  9: 84.27    |  10: 19.75    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.23    |  16: 72.75    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0497/1000] mIoU: 59.97  |  FB-IoU: 77.66 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 69.70    |  5: 83.28    |  6: 73.78    |  7: 67.37    |  8: 48.25    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.23    |  16: 72.75    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0498/1000] mIoU: 59.97  |  FB-IoU: 77.68 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 69.70    |  5: 83.35    |  6: 73.78    |  7: 67.37    |  8: 48.25    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.23    |  16: 72.75    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0499/1000] mIoU: 60.10  |  FB-IoU: 77.72 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 69.70    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.25    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.23    |  16: 72.75    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0500/1000] mIoU: 60.06  |  FB-IoU: 77.71 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.25    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 83.55    |  14: 52.28    |  15: 69.23    |  16: 72.75    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0501/1000] mIoU: 60.12  |  FB-IoU: 77.86 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.25    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 84.75    |  14: 52.28    |  15: 69.23    |  16: 72.75    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0502/1000] mIoU: 60.14  |  FB-IoU: 77.88 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.25    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 84.75    |  14: 52.28    |  15: 69.23    |  16: 73.10    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0503/1000] mIoU: 60.15  |  FB-IoU: 77.90 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.25    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.28    |  15: 69.23    |  16: 73.10    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0504/1000] mIoU: 60.14  |  FB-IoU: 77.90 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.28    |  15: 69.23    |  16: 73.10    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0505/1000] mIoU: 60.32  |  FB-IoU: 77.99 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.28    |  15: 69.23    |  16: 76.77    |  17: 35.81    |  18: 22.74    |  19: 76.44   
[Batch: 0506/1000] mIoU: 60.28  |  FB-IoU: 77.97 |  0: 65.28    |  1: 77.12    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.28    |  15: 69.23    |  16: 76.77    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0507/1000] mIoU: 60.29  |  FB-IoU: 77.99 |  0: 65.28    |  1: 77.30    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.28    |  15: 69.23    |  16: 76.77    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0508/1000] mIoU: 60.29  |  FB-IoU: 77.99 |  0: 65.28    |  1: 77.30    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.27    |  10: 20.63    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.77    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0509/1000] mIoU: 60.32  |  FB-IoU: 77.98 |  0: 65.28    |  1: 77.30    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.27    |  10: 21.11    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.77    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0510/1000] mIoU: 60.30  |  FB-IoU: 77.98 |  0: 65.28    |  1: 77.30    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.27    |  10: 21.11    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0511/1000] mIoU: 60.56  |  FB-IoU: 77.97 |  0: 65.28    |  1: 77.30    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.27    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0512/1000] mIoU: 60.57  |  FB-IoU: 77.98 |  0: 65.28    |  1: 77.30    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.30    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0513/1000] mIoU: 60.58  |  FB-IoU: 78.01 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 68.94    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.30    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0514/1000] mIoU: 60.62  |  FB-IoU: 78.04 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.13    |  9: 84.30    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0515/1000] mIoU: 60.64  |  FB-IoU: 78.04 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.35    |  6: 73.78    |  7: 69.95    |  8: 48.65    |  9: 84.30    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0516/1000] mIoU: 60.64  |  FB-IoU: 78.07 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 69.95    |  8: 48.65    |  9: 84.30    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0517/1000] mIoU: 60.65  |  FB-IoU: 78.07 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 69.95    |  8: 48.80    |  9: 84.30    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0518/1000] mIoU: 60.66  |  FB-IoU: 78.09 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 69.95    |  8: 48.80    |  9: 84.56    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 84.83    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0519/1000] mIoU: 60.70  |  FB-IoU: 78.20 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 69.95    |  8: 48.80    |  9: 84.56    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0520/1000] mIoU: 60.79  |  FB-IoU: 78.22 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 69.95    |  8: 50.71    |  9: 84.56    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 21.93    |  19: 76.44   
[Batch: 0521/1000] mIoU: 61.31  |  FB-IoU: 78.15 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 69.95    |  8: 50.71    |  9: 84.56    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 32.16    |  19: 76.44   
[Batch: 0522/1000] mIoU: 61.32  |  FB-IoU: 78.16 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 70.15    |  8: 50.71    |  9: 84.56    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 32.16    |  19: 76.44   
[Batch: 0523/1000] mIoU: 61.32  |  FB-IoU: 78.17 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 70.15    |  8: 50.89    |  9: 84.56    |  10: 26.39    |  11: 29.70    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 32.16    |  19: 76.44   
[Batch: 0524/1000] mIoU: 61.32  |  FB-IoU: 78.16 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 70.15    |  8: 50.89    |  9: 84.56    |  10: 26.39    |  11: 29.53    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 32.16    |  19: 76.44   
[Batch: 0525/1000] mIoU: 61.40  |  FB-IoU: 78.14 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 70.15    |  8: 50.89    |  9: 84.56    |  10: 28.05    |  11: 29.53    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 32.16    |  19: 76.44   
[Batch: 0526/1000] mIoU: 61.50  |  FB-IoU: 78.18 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.13    |  8: 50.89    |  9: 84.56    |  10: 28.05    |  11: 29.53    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 32.16    |  19: 76.44   
[Batch: 0527/1000] mIoU: 61.47  |  FB-IoU: 78.16 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.13    |  8: 50.89    |  9: 84.56    |  10: 28.05    |  11: 29.53    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.81    |  18: 31.50    |  19: 76.44   
[Batch: 0528/1000] mIoU: 61.45  |  FB-IoU: 78.12 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.13    |  8: 50.89    |  9: 84.56    |  10: 28.05    |  11: 29.53    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0529/1000] mIoU: 61.45  |  FB-IoU: 78.13 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.13    |  8: 50.89    |  9: 84.64    |  10: 28.05    |  11: 29.53    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0530/1000] mIoU: 61.46  |  FB-IoU: 78.15 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 28.05    |  11: 29.53    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0531/1000] mIoU: 61.42  |  FB-IoU: 78.03 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 28.05    |  11: 28.64    |  12: 77.23    |  13: 85.53    |  14: 52.32    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0532/1000] mIoU: 61.44  |  FB-IoU: 78.04 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 28.05    |  11: 28.64    |  12: 77.23    |  13: 85.53    |  14: 52.71    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0533/1000] mIoU: 61.41  |  FB-IoU: 78.03 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 28.05    |  11: 28.64    |  12: 76.55    |  13: 85.53    |  14: 52.71    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0534/1000] mIoU: 61.46  |  FB-IoU: 78.01 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 29.15    |  11: 28.64    |  12: 76.55    |  13: 85.53    |  14: 52.71    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0535/1000] mIoU: 61.46  |  FB-IoU: 78.01 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 29.15    |  11: 28.63    |  12: 76.55    |  13: 85.53    |  14: 52.71    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0536/1000] mIoU: 61.46  |  FB-IoU: 78.02 |  0: 65.28    |  1: 77.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 29.15    |  11: 28.63    |  12: 76.55    |  13: 85.45    |  14: 52.71    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0537/1000] mIoU: 61.51  |  FB-IoU: 78.09 |  0: 65.28    |  1: 78.62    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 29.15    |  11: 28.63    |  12: 76.55    |  13: 85.45    |  14: 52.71    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0538/1000] mIoU: 61.54  |  FB-IoU: 78.15 |  0: 65.28    |  1: 79.15    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 29.15    |  11: 28.63    |  12: 76.55    |  13: 85.45    |  14: 52.71    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0539/1000] mIoU: 61.54  |  FB-IoU: 78.15 |  0: 65.24    |  1: 79.15    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 29.15    |  11: 28.63    |  12: 76.55    |  13: 85.45    |  14: 52.71    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0540/1000] mIoU: 61.43  |  FB-IoU: 78.05 |  0: 65.24    |  1: 79.15    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.38    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.55    |  13: 85.45    |  14: 52.71    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0541/1000] mIoU: 61.44  |  FB-IoU: 78.06 |  0: 65.24    |  1: 79.15    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.49    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.55    |  13: 85.45    |  14: 52.71    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0542/1000] mIoU: 61.44  |  FB-IoU: 78.07 |  0: 65.24    |  1: 79.15    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.49    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.55    |  13: 85.45    |  14: 52.75    |  15: 69.23    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0543/1000] mIoU: 61.49  |  FB-IoU: 78.10 |  0: 65.24    |  1: 79.15    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 73.78    |  7: 72.49    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.55    |  13: 85.45    |  14: 52.75    |  15: 70.25    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0544/1000] mIoU: 61.34  |  FB-IoU: 78.07 |  0: 65.24    |  1: 79.15    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 70.81    |  7: 72.49    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.55    |  13: 85.45    |  14: 52.75    |  15: 70.25    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0545/1000] mIoU: 61.42  |  FB-IoU: 78.21 |  0: 65.24    |  1: 80.78    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 70.81    |  7: 72.49    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.55    |  13: 85.45    |  14: 52.75    |  15: 70.25    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0546/1000] mIoU: 61.41  |  FB-IoU: 78.21 |  0: 65.24    |  1: 80.78    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 70.81    |  7: 72.49    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.25    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.44   
[Batch: 0547/1000] mIoU: 61.39  |  FB-IoU: 78.21 |  0: 65.24    |  1: 80.78    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 70.81    |  7: 72.49    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.25    |  16: 76.40    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0548/1000] mIoU: 61.39  |  FB-IoU: 78.21 |  0: 65.24    |  1: 80.78    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 70.81    |  7: 72.49    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.25    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0549/1000] mIoU: 61.44  |  FB-IoU: 78.24 |  0: 65.24    |  1: 80.78    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 71.82    |  7: 72.49    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.25    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0550/1000] mIoU: 61.45  |  FB-IoU: 78.24 |  0: 65.24    |  1: 80.78    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 71.82    |  7: 72.61    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.25    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0551/1000] mIoU: 61.45  |  FB-IoU: 78.25 |  0: 65.24    |  1: 80.78    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 71.82    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.25    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0552/1000] mIoU: 61.49  |  FB-IoU: 78.34 |  0: 65.24    |  1: 81.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 71.82    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.25    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0553/1000] mIoU: 61.48  |  FB-IoU: 78.34 |  0: 65.24    |  1: 81.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 71.82    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0554/1000] mIoU: 61.48  |  FB-IoU: 78.35 |  0: 65.24    |  1: 81.53    |  2: 59.39    |  3: 30.61    |  4: 69.71    |  5: 83.40    |  6: 71.82    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0555/1000] mIoU: 61.41  |  FB-IoU: 78.31 |  0: 65.24    |  1: 81.53    |  2: 59.39    |  3: 30.61    |  4: 68.16    |  5: 83.40    |  6: 71.82    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0556/1000] mIoU: 61.31  |  FB-IoU: 78.24 |  0: 65.24    |  1: 81.53    |  2: 59.39    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.82    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.24    |  13: 85.45    |  14: 52.75    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0557/1000] mIoU: 61.32  |  FB-IoU: 78.26 |  0: 65.24    |  1: 81.53    |  2: 59.39    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.82    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.52    |  13: 85.45    |  14: 52.75    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0558/1000] mIoU: 61.28  |  FB-IoU: 78.24 |  0: 65.24    |  1: 80.72    |  2: 59.39    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.82    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.52    |  13: 85.45    |  14: 52.75    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0559/1000] mIoU: 61.31  |  FB-IoU: 78.34 |  0: 65.24    |  1: 80.72    |  2: 59.39    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.82    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.52    |  13: 86.00    |  14: 52.75    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0560/1000] mIoU: 61.29  |  FB-IoU: 78.34 |  0: 65.24    |  1: 80.72    |  2: 59.39    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.52    |  13: 86.00    |  14: 52.75    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0561/1000] mIoU: 61.28  |  FB-IoU: 78.33 |  0: 65.24    |  1: 80.72    |  2: 59.39    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 76.52    |  13: 86.00    |  14: 52.68    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0562/1000] mIoU: 61.22  |  FB-IoU: 78.29 |  0: 65.24    |  1: 80.72    |  2: 59.39    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.89    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 75.23    |  13: 86.00    |  14: 52.68    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0563/1000] mIoU: 61.21  |  FB-IoU: 78.29 |  0: 65.24    |  1: 80.72    |  2: 59.39    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.68    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 75.23    |  13: 86.00    |  14: 52.68    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0564/1000] mIoU: 61.22  |  FB-IoU: 78.30 |  0: 65.24    |  1: 80.72    |  2: 59.39    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 75.23    |  13: 86.00    |  14: 52.68    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0565/1000] mIoU: 61.25  |  FB-IoU: 78.31 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 27.05    |  11: 28.63    |  12: 75.23    |  13: 86.00    |  14: 52.68    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0566/1000] mIoU: 61.24  |  FB-IoU: 78.30 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 27.05    |  11: 28.49    |  12: 75.23    |  13: 86.00    |  14: 52.68    |  15: 70.14    |  16: 76.41    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0567/1000] mIoU: 61.23  |  FB-IoU: 78.30 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 27.05    |  11: 28.49    |  12: 75.23    |  13: 86.00    |  14: 52.68    |  15: 70.14    |  16: 76.24    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0568/1000] mIoU: 61.24  |  FB-IoU: 78.31 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 27.05    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 52.68    |  15: 70.14    |  16: 76.24    |  17: 35.46    |  18: 31.50    |  19: 76.10   
[Batch: 0569/1000] mIoU: 61.20  |  FB-IoU: 78.29 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 27.05    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 52.68    |  15: 70.14    |  16: 76.24    |  17: 35.46    |  18: 31.50    |  19: 75.34   
[Batch: 0570/1000] mIoU: 61.24  |  FB-IoU: 78.31 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 27.05    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 52.68    |  15: 70.93    |  16: 76.24    |  17: 35.46    |  18: 31.50    |  19: 75.34   
[Batch: 0571/1000] mIoU: 61.24  |  FB-IoU: 78.32 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 27.05    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 52.68    |  15: 70.93    |  16: 76.23    |  17: 35.46    |  18: 31.50    |  19: 75.34   
[Batch: 0572/1000] mIoU: 61.40  |  FB-IoU: 78.42 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 27.05    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 35.46    |  18: 31.50    |  19: 75.34   
[Batch: 0573/1000] mIoU: 61.48  |  FB-IoU: 78.39 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 27.05    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.97    |  18: 31.50    |  19: 75.34   
[Batch: 0574/1000] mIoU: 61.61  |  FB-IoU: 78.41 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 30.61    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 29.65    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.97    |  18: 31.50    |  19: 75.34   
[Batch: 0575/1000] mIoU: 61.72  |  FB-IoU: 78.44 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 32.74    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 29.65    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.97    |  18: 31.50    |  19: 75.34   
[Batch: 0576/1000] mIoU: 61.71  |  FB-IoU: 78.44 |  0: 65.24    |  1: 80.72    |  2: 60.03    |  3: 32.74    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 29.65    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.92    |  18: 31.50    |  19: 75.34   
[Batch: 0577/1000] mIoU: 61.74  |  FB-IoU: 78.51 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 66.23    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 29.65    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.92    |  18: 31.50    |  19: 75.34   
[Batch: 0578/1000] mIoU: 61.82  |  FB-IoU: 78.57 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 29.65    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.92    |  18: 31.50    |  19: 75.34   
[Batch: 0579/1000] mIoU: 61.83  |  FB-IoU: 78.58 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.92    |  18: 31.50    |  19: 75.34   
[Batch: 0580/1000] mIoU: 61.82  |  FB-IoU: 78.57 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 84.64    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0581/1000] mIoU: 61.74  |  FB-IoU: 78.56 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 50.87    |  9: 83.01    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0582/1000] mIoU: 61.68  |  FB-IoU: 78.54 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 83.01    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0583/1000] mIoU: 61.66  |  FB-IoU: 78.55 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.69    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 76.23    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0584/1000] mIoU: 61.48  |  FB-IoU: 78.50 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.69    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.00    |  14: 55.90    |  15: 70.93    |  16: 72.49    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0585/1000] mIoU: 61.52  |  FB-IoU: 78.65 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.69    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.88    |  14: 55.90    |  15: 70.93    |  16: 72.49    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0586/1000] mIoU: 61.56  |  FB-IoU: 78.68 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.69    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.88    |  14: 55.90    |  15: 71.71    |  16: 72.49    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0587/1000] mIoU: 61.56  |  FB-IoU: 78.69 |  0: 65.24    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.69    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.88    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0588/1000] mIoU: 61.57  |  FB-IoU: 78.69 |  0: 65.29    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.40    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.69    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.88    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0589/1000] mIoU: 61.57  |  FB-IoU: 78.71 |  0: 65.29    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.41    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.69    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.88    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0590/1000] mIoU: 61.57  |  FB-IoU: 78.71 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.41    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.69    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.88    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0591/1000] mIoU: 61.56  |  FB-IoU: 78.72 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.41    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.57    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.88    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0592/1000] mIoU: 61.55  |  FB-IoU: 78.72 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.57    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.88    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0593/1000] mIoU: 61.55  |  FB-IoU: 78.74 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.57    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.89    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.77    |  18: 31.50    |  19: 75.34   
[Batch: 0594/1000] mIoU: 61.52  |  FB-IoU: 78.70 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.57    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.89    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.20    |  18: 31.50    |  19: 75.34   
[Batch: 0595/1000] mIoU: 61.52  |  FB-IoU: 78.71 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.53    |  10: 29.84    |  11: 28.65    |  12: 75.23    |  13: 86.89    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.20    |  18: 31.50    |  19: 75.34   
[Batch: 0596/1000] mIoU: 61.52  |  FB-IoU: 78.71 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.53    |  10: 29.84    |  11: 28.65    |  12: 75.22    |  13: 86.89    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.20    |  18: 31.50    |  19: 75.34   
[Batch: 0597/1000] mIoU: 61.52  |  FB-IoU: 78.74 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.53    |  10: 29.84    |  11: 28.65    |  12: 75.22    |  13: 86.95    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.20    |  18: 31.50    |  19: 75.34   
[Batch: 0598/1000] mIoU: 61.54  |  FB-IoU: 78.75 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.37    |  7: 72.68    |  8: 49.61    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 75.22    |  13: 86.95    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.20    |  18: 31.50    |  19: 75.34   
[Batch: 0599/1000] mIoU: 61.54  |  FB-IoU: 78.75 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.43    |  7: 72.68    |  8: 49.61    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 75.22    |  13: 86.95    |  14: 55.94    |  15: 71.71    |  16: 72.49    |  17: 36.20    |  18: 31.50    |  19: 75.34   
[Batch: 0600/1000] mIoU: 61.65  |  FB-IoU: 78.83 |  0: 65.31    |  1: 81.24    |  2: 60.03    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.43    |  7: 72.68    |  8: 49.61    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 75.22    |  13: 86.95    |  14: 57.99    |  15: 71.71    |  16: 72.49    |  17: 36.20    |  18: 31.50    |  19: 75.34   
[Batch: 0601/1000] mIoU: 61.74  |  FB-IoU: 78.84 |  0: 65.31    |  1: 81.24    |  2: 62.01    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.43    |  7: 72.68    |  8: 49.61    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 75.22    |  13: 86.95    |  14: 57.99    |  15: 71.71    |  16: 72.49    |  17: 36.20    |  18: 31.50    |  19: 75.34   
[Batch: 0602/1000] mIoU: 61.75  |  FB-IoU: 78.85 |  0: 65.31    |  1: 81.24    |  2: 62.01    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.43    |  7: 72.68    |  8: 49.61    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 75.22    |  13: 86.95    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 31.50    |  19: 75.34   
[Batch: 0603/1000] mIoU: 61.86  |  FB-IoU: 78.86 |  0: 65.31    |  1: 81.24    |  2: 62.01    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.43    |  7: 72.68    |  8: 51.84    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 75.22    |  13: 86.95    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 31.50    |  19: 75.34   
[Batch: 0604/1000] mIoU: 61.83  |  FB-IoU: 78.85 |  0: 65.31    |  1: 81.24    |  2: 62.01    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.43    |  7: 72.68    |  8: 51.84    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 75.22    |  13: 86.95    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0605/1000] mIoU: 61.84  |  FB-IoU: 78.86 |  0: 65.31    |  1: 81.24    |  2: 62.01    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.84    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 75.22    |  13: 86.95    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0606/1000] mIoU: 61.77  |  FB-IoU: 78.80 |  0: 65.31    |  1: 81.24    |  2: 62.01    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.84    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 75.22    |  13: 85.48    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0607/1000] mIoU: 61.72  |  FB-IoU: 78.77 |  0: 65.31    |  1: 81.24    |  2: 62.01    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.84    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.48    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0608/1000] mIoU: 61.74  |  FB-IoU: 78.86 |  0: 65.31    |  1: 81.24    |  2: 62.01    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.84    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.98    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0609/1000] mIoU: 61.69  |  FB-IoU: 78.86 |  0: 65.31    |  1: 81.24    |  2: 60.98    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.84    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.98    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0610/1000] mIoU: 61.69  |  FB-IoU: 78.86 |  0: 65.31    |  1: 81.24    |  2: 60.98    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.80    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.98    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0611/1000] mIoU: 61.68  |  FB-IoU: 78.87 |  0: 65.31    |  1: 81.24    |  2: 60.98    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.98    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0612/1000] mIoU: 61.68  |  FB-IoU: 78.87 |  0: 65.31    |  1: 81.24    |  2: 60.98    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0613/1000] mIoU: 61.68  |  FB-IoU: 78.88 |  0: 65.31    |  1: 81.23    |  2: 60.98    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0614/1000] mIoU: 61.52  |  FB-IoU: 78.76 |  0: 65.31    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 67.89    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0615/1000] mIoU: 61.55  |  FB-IoU: 78.79 |  0: 65.31    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.23    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0616/1000] mIoU: 61.59  |  FB-IoU: 78.85 |  0: 65.31    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.49    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0617/1000] mIoU: 61.59  |  FB-IoU: 78.85 |  0: 65.31    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.57    |  17: 36.20    |  18: 30.96    |  19: 75.34   
[Batch: 0618/1000] mIoU: 61.64  |  FB-IoU: 78.85 |  0: 65.31    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.65    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.57    |  17: 37.07    |  18: 30.96    |  19: 75.34   
[Batch: 0619/1000] mIoU: 61.62  |  FB-IoU: 78.82 |  0: 65.31    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.57    |  17: 37.07    |  18: 30.96    |  19: 75.34   
[Batch: 0620/1000] mIoU: 61.58  |  FB-IoU: 78.79 |  0: 65.31    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.57    |  17: 37.07    |  18: 30.96    |  19: 74.56   
[Batch: 0621/1000] mIoU: 61.57  |  FB-IoU: 78.79 |  0: 64.99    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 72.68    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.57    |  17: 37.07    |  18: 30.96    |  19: 74.56   
[Batch: 0622/1000] mIoU: 61.64  |  FB-IoU: 78.82 |  0: 64.99    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 74.26    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.57    |  17: 37.07    |  18: 30.96    |  19: 74.56   
[Batch: 0623/1000] mIoU: 61.64  |  FB-IoU: 78.83 |  0: 64.99    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 74.26    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.57    |  17: 37.07    |  18: 30.96    |  19: 74.56   
[Batch: 0624/1000] mIoU: 61.63  |  FB-IoU: 78.83 |  0: 64.99    |  1: 78.12    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 74.26    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.07    |  18: 30.96    |  19: 74.56   
[Batch: 0625/1000] mIoU: 61.64  |  FB-IoU: 78.86 |  0: 64.99    |  1: 78.42    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 74.26    |  8: 51.66    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.07    |  18: 30.96    |  19: 74.56   
[Batch: 0626/1000] mIoU: 61.45  |  FB-IoU: 78.81 |  0: 64.99    |  1: 78.42    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.07    |  18: 30.96    |  19: 74.56   
[Batch: 0627/1000] mIoU: 61.51  |  FB-IoU: 78.78 |  0: 64.99    |  1: 78.42    |  2: 60.98    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.07    |  18: 32.12    |  19: 74.56   
[Batch: 0628/1000] mIoU: 61.48  |  FB-IoU: 78.78 |  0: 64.99    |  1: 78.42    |  2: 60.41    |  3: 32.74    |  4: 68.44    |  5: 83.98    |  6: 71.61    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.07    |  18: 32.12    |  19: 74.56   
[Batch: 0629/1000] mIoU: 61.48  |  FB-IoU: 78.79 |  0: 64.99    |  1: 78.42    |  2: 60.41    |  3: 32.74    |  4: 68.44    |  5: 84.01    |  6: 71.61    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.07    |  18: 32.12    |  19: 74.56   
[Batch: 0630/1000] mIoU: 61.48  |  FB-IoU: 78.80 |  0: 64.96    |  1: 78.42    |  2: 60.41    |  3: 32.74    |  4: 68.44    |  5: 84.01    |  6: 71.61    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.07    |  18: 32.12    |  19: 74.56   
[Batch: 0631/1000] mIoU: 61.48  |  FB-IoU: 78.79 |  0: 64.96    |  1: 78.42    |  2: 60.41    |  3: 32.74    |  4: 68.44    |  5: 84.01    |  6: 71.61    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.07    |  18: 32.04    |  19: 74.56   
[Batch: 0632/1000] mIoU: 61.50  |  FB-IoU: 78.79 |  0: 64.96    |  1: 78.42    |  2: 60.41    |  3: 32.74    |  4: 68.44    |  5: 84.01    |  6: 71.61    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0633/1000] mIoU: 61.51  |  FB-IoU: 78.81 |  0: 64.96    |  1: 78.42    |  2: 60.41    |  3: 32.74    |  4: 68.44    |  5: 84.10    |  6: 71.61    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.35    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0634/1000] mIoU: 61.45  |  FB-IoU: 78.70 |  0: 64.96    |  1: 78.42    |  2: 60.41    |  3: 32.74    |  4: 68.44    |  5: 84.10    |  6: 71.61    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 27.24    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0635/1000] mIoU: 61.45  |  FB-IoU: 78.71 |  0: 64.96    |  1: 78.42    |  2: 60.41    |  3: 32.74    |  4: 68.44    |  5: 84.10    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 27.24    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0636/1000] mIoU: 61.46  |  FB-IoU: 78.71 |  0: 64.96    |  1: 78.42    |  2: 60.41    |  3: 33.02    |  4: 68.44    |  5: 84.10    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 27.24    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0637/1000] mIoU: 61.47  |  FB-IoU: 78.78 |  0: 64.96    |  1: 78.42    |  2: 60.41    |  3: 33.02    |  4: 68.44    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 27.24    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0638/1000] mIoU: 61.53  |  FB-IoU: 78.76 |  0: 64.96    |  1: 78.42    |  2: 60.41    |  3: 33.02    |  4: 68.44    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 71.84    |  16: 72.21    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0639/1000] mIoU: 61.48  |  FB-IoU: 78.74 |  0: 64.96    |  1: 78.42    |  2: 60.41    |  3: 33.02    |  4: 68.44    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 70.81    |  16: 72.21    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0640/1000] mIoU: 61.55  |  FB-IoU: 78.75 |  0: 64.96    |  1: 78.42    |  2: 61.71    |  3: 33.02    |  4: 68.44    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 70.81    |  16: 72.21    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0641/1000] mIoU: 61.54  |  FB-IoU: 78.75 |  0: 64.96    |  1: 78.42    |  2: 61.71    |  3: 33.02    |  4: 68.37    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 70.81    |  16: 72.21    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0642/1000] mIoU: 61.56  |  FB-IoU: 78.76 |  0: 64.96    |  1: 78.42    |  2: 61.71    |  3: 33.02    |  4: 68.37    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.14    |  13: 85.94    |  14: 57.99    |  15: 70.81    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0643/1000] mIoU: 61.58  |  FB-IoU: 78.79 |  0: 64.96    |  1: 78.42    |  2: 61.71    |  3: 33.02    |  4: 68.37    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 70.81    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0644/1000] mIoU: 61.54  |  FB-IoU: 78.76 |  0: 64.96    |  1: 78.42    |  2: 61.71    |  3: 33.02    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 70.81    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0645/1000] mIoU: 61.53  |  FB-IoU: 78.76 |  0: 64.96    |  1: 78.42    |  2: 61.47    |  3: 33.02    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 70.81    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0646/1000] mIoU: 61.56  |  FB-IoU: 78.79 |  0: 64.96    |  1: 78.42    |  2: 61.47    |  3: 33.02    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 71.43    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.56   
[Batch: 0647/1000] mIoU: 61.56  |  FB-IoU: 78.79 |  0: 64.96    |  1: 78.42    |  2: 61.47    |  3: 33.02    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 74.26    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 71.43    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.57   
[Batch: 0648/1000] mIoU: 61.59  |  FB-IoU: 78.81 |  0: 64.96    |  1: 78.42    |  2: 61.47    |  3: 33.02    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 74.86    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 71.43    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.57   
[Batch: 0649/1000] mIoU: 61.61  |  FB-IoU: 78.82 |  0: 64.96    |  1: 78.42    |  2: 61.47    |  3: 33.02    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 75.21    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 71.43    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.57   
[Batch: 0650/1000] mIoU: 61.57  |  FB-IoU: 78.78 |  0: 64.96    |  1: 78.42    |  2: 61.47    |  3: 32.20    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 75.21    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 71.43    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.57   
[Batch: 0651/1000] mIoU: 61.44  |  FB-IoU: 78.72 |  0: 62.55    |  1: 78.42    |  2: 61.47    |  3: 32.20    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 75.21    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 71.43    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.57   
[Batch: 0652/1000] mIoU: 61.44  |  FB-IoU: 78.72 |  0: 62.55    |  1: 78.42    |  2: 61.47    |  3: 32.20    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 75.21    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 71.28    |  16: 72.44    |  17: 37.57    |  18: 32.04    |  19: 74.57   
[Batch: 0653/1000] mIoU: 61.40  |  FB-IoU: 78.68 |  0: 62.55    |  1: 78.42    |  2: 61.47    |  3: 32.20    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 75.21    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 71.28    |  16: 72.44    |  17: 36.79    |  18: 32.04    |  19: 74.57   
[Batch: 0654/1000] mIoU: 61.40  |  FB-IoU: 78.68 |  0: 62.55    |  1: 78.42    |  2: 61.47    |  3: 32.20    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 75.16    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 57.99    |  15: 71.28    |  16: 72.44    |  17: 36.79    |  18: 32.04    |  19: 74.57   
[Batch: 0655/1000] mIoU: 61.57  |  FB-IoU: 78.81 |  0: 62.55    |  1: 78.42    |  2: 61.47    |  3: 32.20    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 75.16    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 61.45    |  15: 71.28    |  16: 72.44    |  17: 36.79    |  18: 32.04    |  19: 74.57   
[Batch: 0656/1000] mIoU: 61.57  |  FB-IoU: 78.79 |  0: 62.55    |  1: 78.42    |  2: 61.47    |  3: 32.20    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 75.16    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 85.94    |  14: 61.45    |  15: 71.28    |  16: 72.44    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0657/1000] mIoU: 61.50  |  FB-IoU: 78.79 |  0: 62.55    |  1: 78.42    |  2: 61.47    |  3: 32.20    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 75.16    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.28    |  16: 72.44    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0658/1000] mIoU: 61.57  |  FB-IoU: 78.82 |  0: 62.55    |  1: 78.42    |  2: 61.47    |  3: 32.20    |  4: 67.47    |  5: 84.30    |  6: 71.56    |  7: 75.16    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.28    |  16: 73.79    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0659/1000] mIoU: 61.62  |  FB-IoU: 78.86 |  0: 62.55    |  1: 78.42    |  2: 61.47    |  3: 32.20    |  4: 68.44    |  5: 84.30    |  6: 71.56    |  7: 75.16    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.28    |  16: 73.79    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0660/1000] mIoU: 61.62  |  FB-IoU: 78.87 |  0: 62.55    |  1: 78.45    |  2: 61.47    |  3: 32.20    |  4: 68.44    |  5: 84.30    |  6: 71.56    |  7: 75.16    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.28    |  16: 73.79    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0661/1000] mIoU: 61.60  |  FB-IoU: 78.86 |  0: 62.55    |  1: 78.45    |  2: 61.47    |  3: 32.20    |  4: 68.08    |  5: 84.30    |  6: 71.56    |  7: 75.16    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.28    |  16: 73.79    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0662/1000] mIoU: 61.61  |  FB-IoU: 78.87 |  0: 62.55    |  1: 78.45    |  2: 61.47    |  3: 32.20    |  4: 68.08    |  5: 84.30    |  6: 71.56    |  7: 75.16    |  8: 47.84    |  9: 82.53    |  10: 30.17    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0663/1000] mIoU: 61.62  |  FB-IoU: 78.86 |  0: 62.55    |  1: 78.45    |  2: 61.47    |  3: 32.20    |  4: 68.08    |  5: 84.30    |  6: 71.56    |  7: 75.16    |  8: 47.84    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0664/1000] mIoU: 61.63  |  FB-IoU: 78.87 |  0: 62.55    |  1: 78.45    |  2: 61.47    |  3: 32.20    |  4: 68.08    |  5: 84.30    |  6: 71.56    |  7: 75.24    |  8: 47.84    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0665/1000] mIoU: 61.63  |  FB-IoU: 78.88 |  0: 62.55    |  1: 78.45    |  2: 61.47    |  3: 32.20    |  4: 68.08    |  5: 84.32    |  6: 71.56    |  7: 75.24    |  8: 47.84    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0666/1000] mIoU: 61.63  |  FB-IoU: 78.88 |  0: 62.55    |  1: 78.45    |  2: 61.47    |  3: 32.20    |  4: 68.08    |  5: 84.32    |  6: 71.56    |  7: 75.26    |  8: 47.84    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 36.93    |  18: 32.04    |  19: 74.57   
[Batch: 0667/1000] mIoU: 61.53  |  FB-IoU: 78.73 |  0: 62.55    |  1: 78.45    |  2: 61.47    |  3: 32.20    |  4: 68.08    |  5: 84.32    |  6: 71.56    |  7: 75.26    |  8: 47.84    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 34.94    |  18: 32.04    |  19: 74.57   
[Batch: 0668/1000] mIoU: 61.53  |  FB-IoU: 78.73 |  0: 62.55    |  1: 78.45    |  2: 61.47    |  3: 32.20    |  4: 68.08    |  5: 84.32    |  6: 71.56    |  7: 75.26    |  8: 47.84    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 34.94    |  18: 32.04    |  19: 74.51   
[Batch: 0669/1000] mIoU: 61.58  |  FB-IoU: 78.82 |  0: 62.55    |  1: 79.49    |  2: 61.47    |  3: 32.20    |  4: 68.08    |  5: 84.32    |  6: 71.56    |  7: 75.26    |  8: 47.84    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 34.94    |  18: 32.04    |  19: 74.51   
[Batch: 0670/1000] mIoU: 61.37  |  FB-IoU: 78.76 |  0: 62.55    |  1: 79.49    |  2: 61.47    |  3: 32.20    |  4: 68.08    |  5: 84.32    |  6: 71.56    |  7: 75.26    |  8: 43.73    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 34.94    |  18: 32.04    |  19: 74.51   
[Batch: 0671/1000] mIoU: 61.40  |  FB-IoU: 78.79 |  0: 62.55    |  1: 79.49    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 71.56    |  7: 75.26    |  8: 43.73    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 34.94    |  18: 32.04    |  19: 74.51   
[Batch: 0672/1000] mIoU: 61.42  |  FB-IoU: 78.80 |  0: 62.55    |  1: 79.49    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 71.56    |  7: 75.55    |  8: 43.73    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.79    |  17: 34.94    |  18: 32.04    |  19: 74.51   
[Batch: 0673/1000] mIoU: 61.42  |  FB-IoU: 78.81 |  0: 62.55    |  1: 79.49    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 71.56    |  7: 75.55    |  8: 43.73    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 34.94    |  18: 32.04    |  19: 74.51   
[Batch: 0674/1000] mIoU: 61.32  |  FB-IoU: 78.78 |  0: 62.55    |  1: 79.49    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 69.58    |  7: 75.55    |  8: 43.73    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 34.94    |  18: 32.04    |  19: 74.51   
[Batch: 0675/1000] mIoU: 61.40  |  FB-IoU: 78.80 |  0: 62.55    |  1: 79.49    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 69.58    |  7: 75.55    |  8: 43.73    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 36.44    |  18: 32.04    |  19: 74.51   
[Batch: 0676/1000] mIoU: 61.39  |  FB-IoU: 78.79 |  0: 62.55    |  1: 79.49    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 69.58    |  7: 75.55    |  8: 43.73    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.51   
[Batch: 0677/1000] mIoU: 61.17  |  FB-IoU: 78.68 |  0: 58.10    |  1: 79.49    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 69.58    |  7: 75.55    |  8: 43.73    |  9: 82.53    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.51   
[Batch: 0678/1000] mIoU: 61.21  |  FB-IoU: 78.70 |  0: 58.10    |  1: 79.49    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 69.58    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.51   
[Batch: 0679/1000] mIoU: 61.15  |  FB-IoU: 78.66 |  0: 58.10    |  1: 78.41    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 69.58    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 30.44    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.51   
[Batch: 0680/1000] mIoU: 61.19  |  FB-IoU: 78.64 |  0: 58.10    |  1: 78.41    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 69.58    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 31.19    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.51   
[Batch: 0681/1000] mIoU: 61.24  |  FB-IoU: 78.66 |  0: 58.10    |  1: 78.41    |  2: 61.47    |  3: 32.20    |  4: 68.69    |  5: 84.32    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 31.19    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.51   
[Batch: 0682/1000] mIoU: 61.23  |  FB-IoU: 78.65 |  0: 58.10    |  1: 78.41    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 84.32    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 31.19    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.51   
[Batch: 0683/1000] mIoU: 61.23  |  FB-IoU: 78.66 |  0: 58.10    |  1: 78.41    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 84.32    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 31.19    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0684/1000] mIoU: 61.27  |  FB-IoU: 78.72 |  0: 58.10    |  1: 78.41    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 31.19    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.44    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0685/1000] mIoU: 61.28  |  FB-IoU: 78.73 |  0: 58.10    |  1: 78.41    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 31.19    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0686/1000] mIoU: 61.31  |  FB-IoU: 78.75 |  0: 58.80    |  1: 78.41    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 31.19    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0687/1000] mIoU: 61.12  |  FB-IoU: 78.57 |  0: 58.80    |  1: 74.64    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 31.19    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0688/1000] mIoU: 61.12  |  FB-IoU: 78.57 |  0: 58.80    |  1: 74.64    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 31.00    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0689/1000] mIoU: 61.17  |  FB-IoU: 78.66 |  0: 58.80    |  1: 75.74    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 31.00    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0690/1000] mIoU: 61.22  |  FB-IoU: 78.67 |  0: 58.80    |  1: 75.74    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.21    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0691/1000] mIoU: 61.22  |  FB-IoU: 78.67 |  0: 58.80    |  1: 75.74    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0692/1000] mIoU: 61.23  |  FB-IoU: 78.68 |  0: 59.04    |  1: 75.74    |  2: 61.47    |  3: 32.20    |  4: 68.34    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0693/1000] mIoU: 61.23  |  FB-IoU: 78.67 |  0: 59.04    |  1: 75.74    |  2: 61.47    |  3: 32.20    |  4: 68.16    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0694/1000] mIoU: 61.32  |  FB-IoU: 78.69 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.16    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.93    |  19: 74.63   
[Batch: 0695/1000] mIoU: 61.30  |  FB-IoU: 78.59 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.16    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.60    |  19: 74.63   
[Batch: 0696/1000] mIoU: 61.32  |  FB-IoU: 78.62 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.70    |  16: 73.88    |  17: 36.44    |  18: 31.60    |  19: 74.63   
[Batch: 0697/1000] mIoU: 61.33  |  FB-IoU: 78.63 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.01    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.89    |  16: 73.88    |  17: 36.44    |  18: 31.60    |  19: 74.63   
[Batch: 0698/1000] mIoU: 61.36  |  FB-IoU: 78.69 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.89    |  16: 73.88    |  17: 36.44    |  18: 31.60    |  19: 74.63   
[Batch: 0699/1000] mIoU: 61.37  |  FB-IoU: 78.68 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.89    |  16: 73.88    |  17: 36.59    |  18: 31.60    |  19: 74.63   
[Batch: 0700/1000] mIoU: 61.38  |  FB-IoU: 78.68 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.50    |  14: 61.45    |  15: 71.89    |  16: 73.88    |  17: 36.59    |  18: 31.91    |  19: 74.63   
[Batch: 0701/1000] mIoU: 61.37  |  FB-IoU: 78.68 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.28    |  14: 61.45    |  15: 71.89    |  16: 73.88    |  17: 36.59    |  18: 31.91    |  19: 74.63   
[Batch: 0702/1000] mIoU: 61.37  |  FB-IoU: 78.68 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.73    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.22    |  14: 61.45    |  15: 71.89    |  16: 73.88    |  17: 36.59    |  18: 31.91    |  19: 74.63   
[Batch: 0703/1000] mIoU: 61.36  |  FB-IoU: 78.68 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.59    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.22    |  14: 61.45    |  15: 71.89    |  16: 73.88    |  17: 36.59    |  18: 31.91    |  19: 74.63   
[Batch: 0704/1000] mIoU: 61.34  |  FB-IoU: 78.66 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.59    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.22    |  14: 60.99    |  15: 71.89    |  16: 73.88    |  17: 36.59    |  18: 31.91    |  19: 74.63   
[Batch: 0705/1000] mIoU: 61.38  |  FB-IoU: 78.68 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.59    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.22    |  14: 60.99    |  15: 72.64    |  16: 73.88    |  17: 36.59    |  18: 31.91    |  19: 74.63   
[Batch: 0706/1000] mIoU: 61.37  |  FB-IoU: 78.68 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.59    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.22    |  14: 60.99    |  15: 72.64    |  16: 73.67    |  17: 36.59    |  18: 31.91    |  19: 74.63   
[Batch: 0707/1000] mIoU: 61.35  |  FB-IoU: 78.67 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.59    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.22    |  14: 60.99    |  15: 72.64    |  16: 73.67    |  17: 36.59    |  18: 31.61    |  19: 74.63   
[Batch: 0708/1000] mIoU: 61.20  |  FB-IoU: 78.37 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.59    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.22    |  14: 60.99    |  15: 72.64    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0709/1000] mIoU: 61.06  |  FB-IoU: 78.22 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.59    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.22    |  14: 58.24    |  15: 72.64    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0710/1000] mIoU: 61.07  |  FB-IoU: 78.27 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.59    |  9: 83.22    |  10: 32.03    |  11: 28.50    |  12: 74.67    |  13: 84.42    |  14: 58.24    |  15: 72.64    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0711/1000] mIoU: 61.09  |  FB-IoU: 78.26 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.59    |  9: 83.22    |  10: 32.51    |  11: 28.50    |  12: 74.67    |  13: 84.42    |  14: 58.24    |  15: 72.64    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0712/1000] mIoU: 61.09  |  FB-IoU: 78.26 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 32.51    |  11: 28.50    |  12: 74.67    |  13: 84.42    |  14: 58.24    |  15: 72.64    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0713/1000] mIoU: 61.21  |  FB-IoU: 78.26 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 74.67    |  13: 84.42    |  14: 58.24    |  15: 72.64    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0714/1000] mIoU: 61.22  |  FB-IoU: 78.27 |  0: 59.04    |  1: 75.74    |  2: 63.34    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 74.67    |  13: 84.42    |  14: 58.24    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0715/1000] mIoU: 61.13  |  FB-IoU: 78.27 |  0: 59.04    |  1: 75.74    |  2: 61.38    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 74.67    |  13: 84.42    |  14: 58.24    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0716/1000] mIoU: 61.04  |  FB-IoU: 78.21 |  0: 59.04    |  1: 75.74    |  2: 61.38    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.95    |  13: 84.42    |  14: 58.24    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0717/1000] mIoU: 61.12  |  FB-IoU: 78.28 |  0: 59.04    |  1: 75.74    |  2: 61.38    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.95    |  13: 84.42    |  14: 59.79    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0718/1000] mIoU: 61.10  |  FB-IoU: 78.27 |  0: 59.04    |  1: 75.74    |  2: 61.38    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.55    |  13: 84.42    |  14: 59.79    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0719/1000] mIoU: 61.10  |  FB-IoU: 78.28 |  0: 59.04    |  1: 75.74    |  2: 61.38    |  3: 32.20    |  4: 68.60    |  5: 85.55    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.55    |  13: 84.49    |  14: 59.79    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0720/1000] mIoU: 61.11  |  FB-IoU: 78.32 |  0: 59.04    |  1: 75.74    |  2: 61.38    |  3: 32.20    |  4: 68.60    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.55    |  13: 84.49    |  14: 59.79    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0721/1000] mIoU: 61.05  |  FB-IoU: 78.29 |  0: 59.04    |  1: 75.74    |  2: 61.38    |  3: 32.20    |  4: 67.47    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.55    |  13: 84.49    |  14: 59.79    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0722/1000] mIoU: 61.16  |  FB-IoU: 78.30 |  0: 59.04    |  1: 75.74    |  2: 63.53    |  3: 32.20    |  4: 67.47    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.55    |  13: 84.49    |  14: 59.79    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0723/1000] mIoU: 61.13  |  FB-IoU: 78.27 |  0: 59.04    |  1: 75.17    |  2: 63.53    |  3: 32.20    |  4: 67.47    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.55    |  13: 84.49    |  14: 59.79    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.61    |  19: 74.63   
[Batch: 0724/1000] mIoU: 61.10  |  FB-IoU: 78.26 |  0: 59.04    |  1: 75.17    |  2: 63.53    |  3: 32.20    |  4: 67.47    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.55    |  13: 84.49    |  14: 59.79    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.11    |  19: 74.63   
[Batch: 0725/1000] mIoU: 61.12  |  FB-IoU: 78.27 |  0: 59.04    |  1: 75.17    |  2: 63.53    |  3: 32.20    |  4: 67.47    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.55    |  13: 84.49    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.11    |  19: 74.63   
[Batch: 0726/1000] mIoU: 61.20  |  FB-IoU: 78.34 |  0: 59.04    |  1: 75.17    |  2: 63.53    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.55    |  13: 84.49    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.11    |  19: 74.63   
[Batch: 0727/1000] mIoU: 61.19  |  FB-IoU: 78.34 |  0: 59.04    |  1: 75.17    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 28.50    |  12: 72.55    |  13: 84.49    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.11    |  19: 74.63   
[Batch: 0728/1000] mIoU: 61.16  |  FB-IoU: 78.29 |  0: 59.04    |  1: 75.17    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 27.85    |  12: 72.55    |  13: 84.49    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.11    |  19: 74.63   
[Batch: 0729/1000] mIoU: 61.05  |  FB-IoU: 78.21 |  0: 59.04    |  1: 75.17    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 27.85    |  12: 70.23    |  13: 84.49    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.11    |  19: 74.63   
[Batch: 0730/1000] mIoU: 61.05  |  FB-IoU: 78.21 |  0: 59.04    |  1: 75.17    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 27.85    |  12: 70.23    |  13: 84.49    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.13    |  19: 74.63   
[Batch: 0731/1000] mIoU: 60.94  |  FB-IoU: 77.99 |  0: 59.04    |  1: 75.17    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 34.92    |  11: 25.69    |  12: 70.23    |  13: 84.49    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.13    |  19: 74.63   
[Batch: 0732/1000] mIoU: 60.95  |  FB-IoU: 77.99 |  0: 59.04    |  1: 75.17    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.55    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 70.23    |  13: 84.49    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.13    |  19: 74.63   
[Batch: 0733/1000] mIoU: 60.96  |  FB-IoU: 78.00 |  0: 59.04    |  1: 75.17    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 70.23    |  13: 84.49    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.13    |  19: 74.63   
[Batch: 0734/1000] mIoU: 60.99  |  FB-IoU: 78.06 |  0: 59.04    |  1: 75.83    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 70.23    |  13: 84.49    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.13    |  19: 74.63   
[Batch: 0735/1000] mIoU: 60.99  |  FB-IoU: 78.06 |  0: 59.04    |  1: 75.83    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 70.23    |  13: 84.47    |  14: 60.05    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.13    |  19: 74.63   
[Batch: 0736/1000] mIoU: 60.92  |  FB-IoU: 77.98 |  0: 59.04    |  1: 75.83    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 70.23    |  13: 84.47    |  14: 58.76    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.13    |  19: 74.63   
[Batch: 0737/1000] mIoU: 60.91  |  FB-IoU: 77.97 |  0: 59.04    |  1: 75.83    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.66    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 69.96    |  13: 84.47    |  14: 58.76    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.13    |  19: 74.63   
[Batch: 0738/1000] mIoU: 60.89  |  FB-IoU: 77.97 |  0: 59.04    |  1: 75.83    |  2: 63.44    |  3: 32.20    |  4: 69.11    |  5: 85.65    |  6: 70.15    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 69.96    |  13: 84.47    |  14: 58.76    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.13    |  19: 74.63   
[Batch: 0739/1000] mIoU: 61.08  |  FB-IoU: 77.98 |  0: 59.04    |  1: 75.83    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 70.15    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 69.96    |  13: 84.47    |  14: 58.76    |  15: 72.86    |  16: 73.67    |  17: 33.52    |  18: 31.13    |  19: 74.63   
[Batch: 0740/1000] mIoU: 61.04  |  FB-IoU: 77.91 |  0: 59.04    |  1: 75.83    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 70.15    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 69.96    |  13: 84.47    |  14: 58.76    |  15: 72.86    |  16: 73.67    |  17: 32.72    |  18: 31.13    |  19: 74.63   
[Batch: 0741/1000] mIoU: 61.04  |  FB-IoU: 77.92 |  0: 59.08    |  1: 75.83    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 70.15    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 69.96    |  13: 84.47    |  14: 58.76    |  15: 72.86    |  16: 73.67    |  17: 32.72    |  18: 31.13    |  19: 74.63   
[Batch: 0742/1000] mIoU: 61.12  |  FB-IoU: 77.95 |  0: 59.08    |  1: 75.83    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 71.74    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 69.96    |  13: 84.47    |  14: 58.76    |  15: 72.86    |  16: 73.67    |  17: 32.72    |  18: 31.13    |  19: 74.63   
[Batch: 0743/1000] mIoU: 61.15  |  FB-IoU: 77.96 |  0: 59.08    |  1: 75.83    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 71.74    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 69.96    |  13: 84.47    |  14: 58.76    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.63   
[Batch: 0744/1000] mIoU: 61.14  |  FB-IoU: 77.97 |  0: 59.08    |  1: 75.83    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 71.74    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 35.17    |  11: 25.69    |  12: 69.96    |  13: 84.41    |  14: 58.76    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.63   
[Batch: 0745/1000] mIoU: 61.25  |  FB-IoU: 77.99 |  0: 59.08    |  1: 75.83    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 71.74    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.28    |  11: 25.69    |  12: 69.96    |  13: 84.41    |  14: 58.76    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.63   
[Batch: 0746/1000] mIoU: 61.21  |  FB-IoU: 77.96 |  0: 59.08    |  1: 75.83    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 71.74    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.28    |  11: 25.69    |  12: 69.96    |  13: 83.63    |  14: 58.76    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.63   
[Batch: 0747/1000] mIoU: 61.23  |  FB-IoU: 77.98 |  0: 59.08    |  1: 75.83    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 71.74    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.28    |  11: 25.69    |  12: 69.96    |  13: 83.63    |  14: 58.76    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0748/1000] mIoU: 61.32  |  FB-IoU: 78.02 |  0: 59.08    |  1: 75.83    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.28    |  11: 25.69    |  12: 69.96    |  13: 83.63    |  14: 58.76    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0749/1000] mIoU: 61.25  |  FB-IoU: 77.95 |  0: 59.08    |  1: 74.38    |  2: 63.44    |  3: 36.01    |  4: 69.11    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.28    |  11: 25.69    |  12: 69.96    |  13: 83.63    |  14: 58.76    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0750/1000] mIoU: 61.25  |  FB-IoU: 77.95 |  0: 59.08    |  1: 74.38    |  2: 63.44    |  3: 36.01    |  4: 69.12    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.28    |  11: 25.69    |  12: 69.96    |  13: 83.63    |  14: 58.76    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0751/1000] mIoU: 61.26  |  FB-IoU: 77.95 |  0: 59.08    |  1: 74.38    |  2: 63.44    |  3: 36.01    |  4: 69.12    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.63    |  14: 58.76    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0752/1000] mIoU: 61.24  |  FB-IoU: 77.92 |  0: 59.08    |  1: 74.38    |  2: 63.44    |  3: 36.01    |  4: 69.12    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.63    |  14: 58.45    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0753/1000] mIoU: 61.29  |  FB-IoU: 77.96 |  0: 59.08    |  1: 74.38    |  2: 63.44    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.63    |  14: 58.45    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0754/1000] mIoU: 61.33  |  FB-IoU: 77.97 |  0: 59.08    |  1: 74.38    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.63    |  14: 58.45    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0755/1000] mIoU: 61.34  |  FB-IoU: 78.02 |  0: 59.08    |  1: 74.38    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.90    |  14: 58.45    |  15: 72.86    |  16: 74.24    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0756/1000] mIoU: 61.35  |  FB-IoU: 78.02 |  0: 59.08    |  1: 74.38    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.22    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.90    |  14: 58.45    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0757/1000] mIoU: 61.35  |  FB-IoU: 78.03 |  0: 59.08    |  1: 74.38    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.90    |  14: 58.45    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0758/1000] mIoU: 61.39  |  FB-IoU: 78.10 |  0: 59.08    |  1: 75.22    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.71    |  7: 75.68    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.90    |  14: 58.45    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0759/1000] mIoU: 61.36  |  FB-IoU: 78.09 |  0: 59.08    |  1: 75.22    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 75.68    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.90    |  14: 58.45    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0760/1000] mIoU: 61.29  |  FB-IoU: 78.01 |  0: 59.08    |  1: 75.22    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 75.68    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.90    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0761/1000] mIoU: 61.25  |  FB-IoU: 78.00 |  0: 59.08    |  1: 75.22    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.90    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0762/1000] mIoU: 61.25  |  FB-IoU: 78.02 |  0: 59.08    |  1: 75.22    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.69    |  12: 69.96    |  13: 83.80    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0763/1000] mIoU: 61.24  |  FB-IoU: 78.02 |  0: 59.08    |  1: 75.22    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.69    |  12: 69.75    |  13: 83.80    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0764/1000] mIoU: 61.25  |  FB-IoU: 78.02 |  0: 59.23    |  1: 75.22    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.69    |  12: 69.75    |  13: 83.80    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0765/1000] mIoU: 61.25  |  FB-IoU: 78.00 |  0: 59.23    |  1: 75.22    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 69.75    |  13: 83.80    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.13    |  19: 74.94   
[Batch: 0766/1000] mIoU: 61.26  |  FB-IoU: 78.00 |  0: 59.23    |  1: 75.22    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 69.75    |  13: 83.80    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.35    |  19: 74.94   
[Batch: 0767/1000] mIoU: 61.24  |  FB-IoU: 78.00 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 69.75    |  13: 83.80    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.35    |  19: 74.94   
[Batch: 0768/1000] mIoU: 61.25  |  FB-IoU: 78.04 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 69.75    |  13: 83.99    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.72    |  18: 31.35    |  19: 74.94   
[Batch: 0769/1000] mIoU: 61.24  |  FB-IoU: 77.91 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 69.75    |  13: 83.99    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.52    |  18: 31.35    |  19: 74.94   
[Batch: 0770/1000] mIoU: 61.27  |  FB-IoU: 78.02 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 69.75    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.52    |  18: 31.35    |  19: 74.94   
[Batch: 0771/1000] mIoU: 61.30  |  FB-IoU: 78.06 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.65    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 69.75    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.52    |  18: 31.35    |  19: 75.65   
[Batch: 0772/1000] mIoU: 61.32  |  FB-IoU: 78.09 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.91    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 69.75    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.30    |  17: 32.52    |  18: 31.35    |  19: 75.65   
[Batch: 0773/1000] mIoU: 61.32  |  FB-IoU: 78.10 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.91    |  6: 73.02    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 69.75    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.47    |  17: 32.52    |  18: 31.35    |  19: 75.65   
[Batch: 0774/1000] mIoU: 61.32  |  FB-IoU: 78.10 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.91    |  6: 72.88    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 69.75    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.47    |  17: 32.52    |  18: 31.35    |  19: 75.65   
[Batch: 0775/1000] mIoU: 61.35  |  FB-IoU: 78.13 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.91    |  6: 72.88    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.47    |  17: 32.52    |  18: 31.35    |  19: 75.65   
[Batch: 0776/1000] mIoU: 61.35  |  FB-IoU: 78.13 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.91    |  6: 72.88    |  7: 74.92    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.47    |  17: 32.52    |  18: 31.35    |  19: 75.65   
[Batch: 0777/1000] mIoU: 61.36  |  FB-IoU: 78.14 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 70.06    |  5: 85.91    |  6: 72.88    |  7: 75.15    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.47    |  17: 32.52    |  18: 31.35    |  19: 75.65   
[Batch: 0778/1000] mIoU: 61.35  |  FB-IoU: 78.14 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 36.01    |  4: 69.93    |  5: 85.91    |  6: 72.88    |  7: 75.15    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.47    |  17: 32.52    |  18: 31.35    |  19: 75.65   
[Batch: 0779/1000] mIoU: 61.41  |  FB-IoU: 78.16 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.91    |  6: 72.88    |  7: 75.15    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.47    |  17: 32.52    |  18: 31.35    |  19: 75.65   
[Batch: 0780/1000] mIoU: 61.38  |  FB-IoU: 78.08 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.91    |  6: 72.88    |  7: 75.15    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.47    |  17: 31.80    |  18: 31.35    |  19: 75.65   
[Batch: 0781/1000] mIoU: 61.37  |  FB-IoU: 78.09 |  0: 59.23    |  1: 74.96    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.91    |  6: 72.88    |  7: 75.15    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 31.80    |  18: 31.35    |  19: 75.65   
[Batch: 0782/1000] mIoU: 61.41  |  FB-IoU: 78.16 |  0: 59.23    |  1: 75.77    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.91    |  6: 72.88    |  7: 75.15    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 31.80    |  18: 31.35    |  19: 75.65   
[Batch: 0783/1000] mIoU: 61.41  |  FB-IoU: 78.17 |  0: 59.23    |  1: 75.77    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.87    |  6: 72.88    |  7: 75.15    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 31.80    |  18: 31.35    |  19: 75.65   
[Batch: 0784/1000] mIoU: 61.41  |  FB-IoU: 78.18 |  0: 59.23    |  1: 75.77    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.87    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 31.80    |  18: 31.35    |  19: 75.65   
[Batch: 0785/1000] mIoU: 61.43  |  FB-IoU: 78.22 |  0: 59.23    |  1: 76.19    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.87    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.29    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 31.80    |  18: 31.35    |  19: 75.65   
[Batch: 0786/1000] mIoU: 61.43  |  FB-IoU: 78.23 |  0: 59.23    |  1: 76.19    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.87    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 31.80    |  18: 31.35    |  19: 75.65   
[Batch: 0787/1000] mIoU: 61.45  |  FB-IoU: 78.22 |  0: 59.23    |  1: 76.19    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.87    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.08    |  18: 31.35    |  19: 75.65   
[Batch: 0788/1000] mIoU: 61.45  |  FB-IoU: 78.23 |  0: 59.23    |  1: 76.19    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.87    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.08    |  18: 31.35    |  19: 75.65   
[Batch: 0789/1000] mIoU: 61.40  |  FB-IoU: 78.20 |  0: 59.23    |  1: 76.19    |  2: 64.29    |  3: 37.21    |  4: 69.93    |  5: 85.87    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.08    |  18: 30.32    |  19: 75.65   
[Batch: 0790/1000] mIoU: 61.45  |  FB-IoU: 78.21 |  0: 59.23    |  1: 76.19    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 85.87    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.08    |  18: 30.32    |  19: 75.65   
[Batch: 0791/1000] mIoU: 61.45  |  FB-IoU: 78.21 |  0: 59.23    |  1: 76.19    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 85.87    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.08    |  18: 30.32    |  19: 75.55   
[Batch: 0792/1000] mIoU: 61.46  |  FB-IoU: 78.25 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 85.87    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.08    |  18: 30.32    |  19: 75.55   
[Batch: 0793/1000] mIoU: 61.44  |  FB-IoU: 78.24 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 85.48    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.08    |  18: 30.32    |  19: 75.55   
[Batch: 0794/1000] mIoU: 61.41  |  FB-IoU: 78.23 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.88    |  7: 75.19    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.08    |  18: 30.32    |  19: 75.55   
[Batch: 0795/1000] mIoU: 61.41  |  FB-IoU: 78.23 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.88    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.08    |  18: 30.32    |  19: 75.55   
[Batch: 0796/1000] mIoU: 61.41  |  FB-IoU: 78.21 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.88    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.32    |  19: 75.55   
[Batch: 0797/1000] mIoU: 61.41  |  FB-IoU: 78.22 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 70.35    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.32    |  19: 75.55   
[Batch: 0798/1000] mIoU: 61.38  |  FB-IoU: 78.20 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 37.35    |  11: 25.66    |  12: 69.70    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.32    |  19: 75.55   
[Batch: 0799/1000] mIoU: 61.31  |  FB-IoU: 78.15 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.32    |  19: 75.55   
[Batch: 0800/1000] mIoU: 61.32  |  FB-IoU: 78.16 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 84.51    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0801/1000] mIoU: 61.33  |  FB-IoU: 78.19 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 84.63    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0802/1000] mIoU: 61.26  |  FB-IoU: 78.12 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.28    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0803/1000] mIoU: 61.28  |  FB-IoU: 78.19 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0804/1000] mIoU: 61.27  |  FB-IoU: 78.20 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.74    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.57    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0805/1000] mIoU: 61.28  |  FB-IoU: 78.23 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.98    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.57    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0806/1000] mIoU: 61.28  |  FB-IoU: 78.23 |  0: 59.23    |  1: 76.49    |  2: 65.47    |  3: 37.21    |  4: 69.93    |  5: 84.99    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.57    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0807/1000] mIoU: 61.18  |  FB-IoU: 78.22 |  0: 59.23    |  1: 76.49    |  2: 63.38    |  3: 37.21    |  4: 69.93    |  5: 84.99    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.26    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.57    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0808/1000] mIoU: 61.19  |  FB-IoU: 78.23 |  0: 59.23    |  1: 76.49    |  2: 63.38    |  3: 37.21    |  4: 69.93    |  5: 84.99    |  6: 72.91    |  7: 75.23    |  8: 43.55    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.57    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0809/1000] mIoU: 61.18  |  FB-IoU: 78.22 |  0: 59.23    |  1: 76.49    |  2: 63.38    |  3: 37.21    |  4: 69.93    |  5: 84.99    |  6: 72.91    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.57    |  14: 57.16    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0810/1000] mIoU: 61.23  |  FB-IoU: 78.27 |  0: 59.23    |  1: 76.49    |  2: 63.38    |  3: 37.21    |  4: 69.93    |  5: 84.99    |  6: 72.91    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.57    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.40    |  19: 75.55   
[Batch: 0811/1000] mIoU: 61.23  |  FB-IoU: 78.27 |  0: 59.23    |  1: 76.49    |  2: 63.38    |  3: 37.21    |  4: 69.93    |  5: 84.99    |  6: 72.91    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.57    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0812/1000] mIoU: 61.41  |  FB-IoU: 78.29 |  0: 59.23    |  1: 76.49    |  2: 67.12    |  3: 37.21    |  4: 69.93    |  5: 84.99    |  6: 72.91    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.57    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0813/1000] mIoU: 61.40  |  FB-IoU: 78.29 |  0: 59.23    |  1: 76.49    |  2: 67.12    |  3: 37.21    |  4: 69.93    |  5: 84.99    |  6: 72.54    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.57    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0814/1000] mIoU: 61.40  |  FB-IoU: 78.32 |  0: 59.23    |  1: 76.49    |  2: 67.12    |  3: 37.21    |  4: 69.93    |  5: 84.99    |  6: 72.54    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0815/1000] mIoU: 61.53  |  FB-IoU: 78.33 |  0: 59.23    |  1: 76.49    |  2: 67.12    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 72.54    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0816/1000] mIoU: 61.40  |  FB-IoU: 78.30 |  0: 59.23    |  1: 76.49    |  2: 67.12    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 69.94    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0817/1000] mIoU: 61.40  |  FB-IoU: 78.30 |  0: 59.23    |  1: 76.49    |  2: 67.15    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 69.94    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0818/1000] mIoU: 61.45  |  FB-IoU: 78.33 |  0: 59.23    |  1: 76.49    |  2: 67.15    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 71.00    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0819/1000] mIoU: 61.46  |  FB-IoU: 78.33 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 71.00    |  7: 75.23    |  8: 43.35    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0820/1000] mIoU: 61.46  |  FB-IoU: 78.33 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 71.00    |  7: 75.23    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0821/1000] mIoU: 61.45  |  FB-IoU: 78.34 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.81    |  7: 75.23    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 72.86    |  16: 74.39    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0822/1000] mIoU: 61.45  |  FB-IoU: 78.34 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.81    |  7: 75.23    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 72.86    |  16: 74.35    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0823/1000] mIoU: 61.46  |  FB-IoU: 78.35 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.81    |  7: 75.23    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 73.07    |  16: 74.35    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0824/1000] mIoU: 61.46  |  FB-IoU: 78.36 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.81    |  7: 75.35    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 73.07    |  16: 74.35    |  17: 32.00    |  18: 30.39    |  19: 75.55   
[Batch: 0825/1000] mIoU: 61.45  |  FB-IoU: 78.33 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.81    |  7: 75.35    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 73.07    |  16: 74.35    |  17: 31.83    |  18: 30.39    |  19: 75.55   
[Batch: 0826/1000] mIoU: 61.45  |  FB-IoU: 78.34 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.76    |  7: 75.35    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.68    |  14: 58.17    |  15: 73.07    |  16: 74.35    |  17: 31.83    |  18: 30.39    |  19: 75.55   
[Batch: 0827/1000] mIoU: 61.45  |  FB-IoU: 78.36 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.76    |  7: 75.35    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.07    |  16: 74.35    |  17: 31.83    |  18: 30.39    |  19: 75.55   
[Batch: 0828/1000] mIoU: 61.46  |  FB-IoU: 78.37 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.76    |  7: 75.43    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.07    |  16: 74.35    |  17: 31.83    |  18: 30.39    |  19: 75.55   
[Batch: 0829/1000] mIoU: 61.47  |  FB-IoU: 78.38 |  0: 59.23    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.76    |  7: 75.43    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 30.39    |  19: 75.55   
[Batch: 0830/1000] mIoU: 61.36  |  FB-IoU: 78.32 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.76    |  7: 75.43    |  8: 43.33    |  9: 83.38    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 30.39    |  19: 75.55   
[Batch: 0831/1000] mIoU: 61.35  |  FB-IoU: 78.33 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.76    |  7: 75.43    |  8: 43.33    |  9: 83.24    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 30.39    |  19: 75.55   
[Batch: 0832/1000] mIoU: 61.40  |  FB-IoU: 78.35 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.76    |  7: 75.43    |  8: 43.33    |  9: 84.17    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 30.39    |  19: 75.55   
[Batch: 0833/1000] mIoU: 61.36  |  FB-IoU: 78.33 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 84.99    |  6: 70.76    |  7: 75.43    |  8: 43.33    |  9: 84.17    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0834/1000] mIoU: 61.38  |  FB-IoU: 78.37 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 70.76    |  7: 75.43    |  8: 43.33    |  9: 84.17    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0835/1000] mIoU: 61.42  |  FB-IoU: 78.38 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 70.76    |  7: 75.43    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0836/1000] mIoU: 61.45  |  FB-IoU: 78.40 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 75.43    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0837/1000] mIoU: 61.49  |  FB-IoU: 78.41 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.66    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0838/1000] mIoU: 61.48  |  FB-IoU: 78.40 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.62    |  12: 69.70    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0839/1000] mIoU: 61.49  |  FB-IoU: 78.41 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 58.17    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0840/1000] mIoU: 61.57  |  FB-IoU: 78.48 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 59.81    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0841/1000] mIoU: 61.60  |  FB-IoU: 78.50 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.35    |  16: 74.35    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0842/1000] mIoU: 61.60  |  FB-IoU: 78.50 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.35    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0843/1000] mIoU: 61.60  |  FB-IoU: 78.55 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.35    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.55   
[Batch: 0844/1000] mIoU: 61.59  |  FB-IoU: 78.54 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.79    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.35    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0845/1000] mIoU: 61.55  |  FB-IoU: 78.52 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.05    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 36.14    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.35    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0846/1000] mIoU: 61.47  |  FB-IoU: 78.45 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.05    |  4: 69.93    |  5: 85.39    |  6: 71.32    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 34.47    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.35    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0847/1000] mIoU: 61.43  |  FB-IoU: 78.44 |  0: 56.98    |  1: 76.49    |  2: 67.25    |  3: 39.05    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 34.47    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.35    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0848/1000] mIoU: 61.49  |  FB-IoU: 78.46 |  0: 58.19    |  1: 76.49    |  2: 67.25    |  3: 39.05    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 34.47    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.35    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0849/1000] mIoU: 61.48  |  FB-IoU: 78.46 |  0: 58.19    |  1: 76.49    |  2: 66.94    |  3: 39.05    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 34.47    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.35    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0850/1000] mIoU: 61.45  |  FB-IoU: 78.46 |  0: 58.19    |  1: 76.49    |  2: 66.94    |  3: 39.05    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.24    |  8: 44.16    |  9: 84.17    |  10: 34.47    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0851/1000] mIoU: 61.45  |  FB-IoU: 78.46 |  0: 58.19    |  1: 76.49    |  2: 66.94    |  3: 39.05    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 34.47    |  11: 25.62    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0852/1000] mIoU: 61.46  |  FB-IoU: 78.46 |  0: 58.19    |  1: 76.49    |  2: 66.94    |  3: 39.05    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 34.47    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0853/1000] mIoU: 61.56  |  FB-IoU: 78.49 |  0: 58.19    |  1: 76.49    |  2: 66.94    |  3: 41.06    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 34.47    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.30    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0854/1000] mIoU: 61.57  |  FB-IoU: 78.50 |  0: 58.19    |  1: 76.49    |  2: 66.94    |  3: 41.06    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 34.47    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.51    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0855/1000] mIoU: 61.59  |  FB-IoU: 78.50 |  0: 58.19    |  1: 76.49    |  2: 66.94    |  3: 41.06    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 34.97    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.51    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0856/1000] mIoU: 61.59  |  FB-IoU: 78.50 |  0: 58.18    |  1: 76.49    |  2: 66.94    |  3: 41.06    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 34.97    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.51    |  17: 31.83    |  18: 29.52    |  19: 75.32   
[Batch: 0857/1000] mIoU: 61.59  |  FB-IoU: 78.50 |  0: 58.18    |  1: 76.49    |  2: 66.94    |  3: 41.06    |  4: 69.93    |  5: 85.39    |  6: 70.60    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 34.97    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.51    |  17: 31.83    |  18: 29.48    |  19: 75.32   
[Batch: 0858/1000] mIoU: 61.59  |  FB-IoU: 78.51 |  0: 58.18    |  1: 76.49    |  2: 66.94    |  3: 41.06    |  4: 69.93    |  5: 85.39    |  6: 70.72    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 34.97    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.51    |  17: 31.83    |  18: 29.48    |  19: 75.32   
[Batch: 0859/1000] mIoU: 61.61  |  FB-IoU: 78.53 |  0: 58.18    |  1: 76.49    |  2: 66.94    |  3: 41.06    |  4: 69.93    |  5: 85.39    |  6: 70.72    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 34.97    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.51    |  17: 31.83    |  18: 29.48    |  19: 75.57   
[Batch: 0860/1000] mIoU: 61.61  |  FB-IoU: 78.49 |  0: 58.18    |  1: 76.49    |  2: 66.94    |  3: 41.06    |  4: 69.93    |  5: 85.39    |  6: 70.72    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.51    |  17: 31.83    |  18: 29.48    |  19: 75.57   
[Batch: 0861/1000] mIoU: 61.63  |  FB-IoU: 78.53 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 41.06    |  4: 69.93    |  5: 85.39    |  6: 70.72    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.51    |  17: 31.83    |  18: 29.48    |  19: 75.57   
[Batch: 0862/1000] mIoU: 61.71  |  FB-IoU: 78.55 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 70.72    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.51    |  17: 31.83    |  18: 29.48    |  19: 75.57   
[Batch: 0863/1000] mIoU: 61.74  |  FB-IoU: 78.57 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.29    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 74.51    |  17: 31.83    |  18: 29.48    |  19: 75.57   
[Batch: 0864/1000] mIoU: 61.68  |  FB-IoU: 78.56 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.29    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 73.42    |  17: 31.83    |  18: 29.48    |  19: 75.57   
[Batch: 0865/1000] mIoU: 61.68  |  FB-IoU: 78.55 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.29    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 73.42    |  17: 31.86    |  18: 29.48    |  19: 75.57   
[Batch: 0866/1000] mIoU: 61.68  |  FB-IoU: 78.55 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.29    |  7: 76.35    |  8: 44.16    |  9: 84.17    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 73.42    |  17: 31.86    |  18: 29.48    |  19: 75.57   
[Batch: 0867/1000] mIoU: 61.52  |  FB-IoU: 78.50 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.29    |  7: 76.35    |  8: 40.98    |  9: 84.17    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 73.42    |  17: 31.86    |  18: 29.48    |  19: 75.57   
[Batch: 0868/1000] mIoU: 61.52  |  FB-IoU: 78.50 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.29    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 73.42    |  17: 31.86    |  18: 29.48    |  19: 75.57   
[Batch: 0869/1000] mIoU: 61.55  |  FB-IoU: 78.52 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 73.42    |  17: 31.86    |  18: 29.48    |  19: 75.57   
[Batch: 0870/1000] mIoU: 61.55  |  FB-IoU: 78.52 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.80    |  16: 73.30    |  17: 31.86    |  18: 29.48    |  19: 75.57   
[Batch: 0871/1000] mIoU: 61.56  |  FB-IoU: 78.53 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.10    |  16: 73.30    |  17: 31.86    |  18: 29.48    |  19: 75.57   
[Batch: 0872/1000] mIoU: 61.57  |  FB-IoU: 78.54 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.10    |  16: 73.30    |  17: 31.86    |  18: 29.48    |  19: 75.70   
[Batch: 0873/1000] mIoU: 61.56  |  FB-IoU: 78.54 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.10    |  16: 73.30    |  17: 31.86    |  18: 29.48    |  19: 75.45   
[Batch: 0874/1000] mIoU: 61.59  |  FB-IoU: 78.56 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 69.93    |  5: 85.39    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.10    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 75.45   
[Batch: 0875/1000] mIoU: 61.59  |  FB-IoU: 78.57 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 70.04    |  5: 85.39    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.10    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 75.45   
[Batch: 0876/1000] mIoU: 61.59  |  FB-IoU: 78.58 |  0: 58.18    |  1: 76.94    |  2: 66.94    |  3: 42.57    |  4: 70.04    |  5: 85.42    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.10    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 75.45   
[Batch: 0877/1000] mIoU: 61.74  |  FB-IoU: 78.61 |  0: 58.18    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 85.42    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.10    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 75.45   
[Batch: 0878/1000] mIoU: 61.70  |  FB-IoU: 78.60 |  0: 58.18    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 85.42    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.10    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 74.73   
[Batch: 0879/1000] mIoU: 61.71  |  FB-IoU: 78.61 |  0: 58.18    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 85.48    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.10    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 74.73   
[Batch: 0880/1000] mIoU: 61.72  |  FB-IoU: 78.63 |  0: 58.18    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 85.66    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 73.10    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 74.73   
[Batch: 0881/1000] mIoU: 61.71  |  FB-IoU: 78.63 |  0: 58.18    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 85.66    |  6: 71.84    |  7: 76.35    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 74.73   
[Batch: 0882/1000] mIoU: 61.72  |  FB-IoU: 78.64 |  0: 58.18    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 85.66    |  6: 71.84    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 83.72    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 74.73   
[Batch: 0883/1000] mIoU: 61.69  |  FB-IoU: 78.61 |  0: 58.18    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 85.66    |  6: 71.84    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 74.73   
[Batch: 0884/1000] mIoU: 61.57  |  FB-IoU: 78.52 |  0: 58.18    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 85.66    |  6: 71.84    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 72.49   
[Batch: 0885/1000] mIoU: 61.53  |  FB-IoU: 78.52 |  0: 58.18    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 84.85    |  6: 71.84    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.01    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 72.49   
[Batch: 0886/1000] mIoU: 61.55  |  FB-IoU: 78.52 |  0: 58.18    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 84.85    |  6: 71.84    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 72.49   
[Batch: 0887/1000] mIoU: 61.49  |  FB-IoU: 78.49 |  0: 57.09    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 84.85    |  6: 71.84    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 31.86    |  18: 29.48    |  19: 72.49   
[Batch: 0888/1000] mIoU: 61.50  |  FB-IoU: 78.50 |  0: 57.09    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 84.85    |  6: 71.84    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 32.06    |  18: 29.48    |  19: 72.49   
[Batch: 0889/1000] mIoU: 61.66  |  FB-IoU: 78.52 |  0: 57.09    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 84.85    |  6: 71.84    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0890/1000] mIoU: 61.66  |  FB-IoU: 78.53 |  0: 57.09    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0891/1000] mIoU: 61.67  |  FB-IoU: 78.53 |  0: 57.17    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.04    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0892/1000] mIoU: 61.68  |  FB-IoU: 78.54 |  0: 57.17    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.29    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.91    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0893/1000] mIoU: 61.68  |  FB-IoU: 78.54 |  0: 57.17    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.29    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 60.35    |  15: 72.88    |  16: 73.86    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0894/1000] mIoU: 61.64  |  FB-IoU: 78.50 |  0: 57.17    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.29    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.19    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.65    |  15: 72.88    |  16: 73.86    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0895/1000] mIoU: 61.65  |  FB-IoU: 78.51 |  0: 57.17    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.29    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.65    |  15: 72.88    |  16: 73.86    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0896/1000] mIoU: 61.64  |  FB-IoU: 78.51 |  0: 57.17    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.29    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.65    |  15: 72.88    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0897/1000] mIoU: 61.55  |  FB-IoU: 78.45 |  0: 55.32    |  1: 76.94    |  2: 69.89    |  3: 42.57    |  4: 70.29    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.65    |  15: 72.88    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0898/1000] mIoU: 61.52  |  FB-IoU: 78.43 |  0: 55.32    |  1: 76.51    |  2: 69.89    |  3: 42.57    |  4: 70.29    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.65    |  15: 72.88    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0899/1000] mIoU: 61.46  |  FB-IoU: 78.41 |  0: 55.32    |  1: 76.51    |  2: 69.89    |  3: 42.57    |  4: 70.29    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.65    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.49   
[Batch: 0900/1000] mIoU: 61.47  |  FB-IoU: 78.42 |  0: 55.32    |  1: 76.51    |  2: 69.89    |  3: 42.57    |  4: 70.29    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.65    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.58   
[Batch: 0901/1000] mIoU: 61.54  |  FB-IoU: 78.48 |  0: 55.32    |  1: 76.51    |  2: 69.89    |  3: 42.57    |  4: 71.74    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.65    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.58   
[Batch: 0902/1000] mIoU: 61.55  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.51    |  2: 69.89    |  3: 42.57    |  4: 71.74    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.65    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.58   
[Batch: 0903/1000] mIoU: 61.56  |  FB-IoU: 78.49 |  0: 55.45    |  1: 76.51    |  2: 69.89    |  3: 42.57    |  4: 71.74    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.58   
[Batch: 0904/1000] mIoU: 61.58  |  FB-IoU: 78.50 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 42.57    |  4: 71.74    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.58   
[Batch: 0905/1000] mIoU: 61.57  |  FB-IoU: 78.50 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 42.46    |  4: 71.74    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 40.98    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.58   
[Batch: 0906/1000] mIoU: 61.58  |  FB-IoU: 78.50 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 42.46    |  4: 71.74    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 32.74    |  19: 72.58   
[Batch: 0907/1000] mIoU: 61.62  |  FB-IoU: 78.50 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 42.46    |  4: 71.74    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.88    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 33.60    |  19: 72.58   
[Batch: 0908/1000] mIoU: 61.62  |  FB-IoU: 78.51 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 42.46    |  4: 71.74    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 25.65    |  12: 69.95    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 33.60    |  19: 72.58   
[Batch: 0909/1000] mIoU: 61.68  |  FB-IoU: 78.52 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 42.46    |  4: 71.74    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 33.60    |  19: 72.58   
[Batch: 0910/1000] mIoU: 61.76  |  FB-IoU: 78.53 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 44.05    |  4: 71.74    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 33.60    |  19: 72.58   
[Batch: 0911/1000] mIoU: 61.76  |  FB-IoU: 78.54 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 73.68    |  17: 32.06    |  18: 33.60    |  19: 72.58   
[Batch: 0912/1000] mIoU: 61.76  |  FB-IoU: 78.53 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 73.68    |  17: 32.08    |  18: 33.60    |  19: 72.58   
[Batch: 0913/1000] mIoU: 61.67  |  FB-IoU: 78.50 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.98    |  14: 59.93    |  15: 71.66    |  16: 71.70    |  17: 32.08    |  18: 33.60    |  19: 72.58   
[Batch: 0914/1000] mIoU: 61.63  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.68    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.36    |  14: 59.93    |  15: 71.66    |  16: 71.70    |  17: 32.08    |  18: 33.60    |  19: 72.58   
[Batch: 0915/1000] mIoU: 61.65  |  FB-IoU: 78.49 |  0: 55.45    |  1: 76.51    |  2: 70.24    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.96    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.36    |  14: 59.93    |  15: 71.66    |  16: 71.70    |  17: 32.08    |  18: 33.60    |  19: 72.58   
[Batch: 0916/1000] mIoU: 61.68  |  FB-IoU: 78.50 |  0: 55.45    |  1: 76.51    |  2: 70.82    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.96    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.36    |  14: 59.93    |  15: 71.66    |  16: 71.70    |  17: 32.08    |  18: 33.60    |  19: 72.58   
[Batch: 0917/1000] mIoU: 61.64  |  FB-IoU: 78.46 |  0: 55.45    |  1: 76.51    |  2: 70.82    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.96    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.36    |  14: 59.17    |  15: 71.66    |  16: 71.70    |  17: 32.08    |  18: 33.60    |  19: 72.58   
[Batch: 0918/1000] mIoU: 61.64  |  FB-IoU: 78.46 |  0: 55.45    |  1: 76.51    |  2: 70.82    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.96    |  8: 41.08    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 59.17    |  15: 71.66    |  16: 71.70    |  17: 32.08    |  18: 33.60    |  19: 72.58   
[Batch: 0919/1000] mIoU: 61.65  |  FB-IoU: 78.46 |  0: 55.45    |  1: 76.51    |  2: 70.82    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.96    |  8: 41.31    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 59.17    |  15: 71.66    |  16: 71.70    |  17: 32.08    |  18: 33.60    |  19: 72.58   
[Batch: 0920/1000] mIoU: 61.62  |  FB-IoU: 78.46 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.96    |  8: 41.31    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 59.17    |  15: 71.66    |  16: 71.70    |  17: 32.08    |  18: 33.60    |  19: 72.58   
[Batch: 0921/1000] mIoU: 61.62  |  FB-IoU: 78.46 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.96    |  8: 41.31    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 59.17    |  15: 71.66    |  16: 71.70    |  17: 32.08    |  18: 33.60    |  19: 72.58   
[Batch: 0922/1000] mIoU: 61.63  |  FB-IoU: 78.46 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 76.96    |  8: 41.31    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 59.17    |  15: 71.66    |  16: 71.70    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0923/1000] mIoU: 61.64  |  FB-IoU: 78.47 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 59.17    |  15: 71.66    |  16: 71.70    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0924/1000] mIoU: 61.60  |  FB-IoU: 78.42 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.26    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.66    |  16: 71.70    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0925/1000] mIoU: 61.61  |  FB-IoU: 78.42 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.43    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.66    |  16: 71.70    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0926/1000] mIoU: 61.62  |  FB-IoU: 78.43 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.85    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.43    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.66    |  16: 71.91    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0927/1000] mIoU: 61.61  |  FB-IoU: 78.43 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.59    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.43    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.66    |  16: 71.91    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0928/1000] mIoU: 61.60  |  FB-IoU: 78.43 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.46    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.43    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.66    |  16: 71.91    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0929/1000] mIoU: 61.60  |  FB-IoU: 78.43 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.48    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.43    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.66    |  16: 71.91    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0930/1000] mIoU: 61.61  |  FB-IoU: 78.44 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.60    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.43    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.66    |  16: 71.91    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0931/1000] mIoU: 61.61  |  FB-IoU: 78.45 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.60    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.57    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.66    |  16: 71.91    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0932/1000] mIoU: 61.67  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.60    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.57    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 72.70    |  16: 71.91    |  17: 32.26    |  18: 33.60    |  19: 72.58   
[Batch: 0933/1000] mIoU: 61.68  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.60    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.57    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 72.70    |  16: 71.91    |  17: 32.57    |  18: 33.60    |  19: 72.58   
[Batch: 0934/1000] mIoU: 61.63  |  FB-IoU: 78.46 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.60    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.57    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.71    |  16: 71.91    |  17: 32.57    |  18: 33.60    |  19: 72.58   
[Batch: 0935/1000] mIoU: 61.64  |  FB-IoU: 78.47 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.60    |  5: 84.85    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.57    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.71    |  16: 71.91    |  17: 32.57    |  18: 33.60    |  19: 72.67   
[Batch: 0936/1000] mIoU: 61.60  |  FB-IoU: 78.45 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.57    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.71    |  16: 71.91    |  17: 32.57    |  18: 33.60    |  19: 72.67   
[Batch: 0937/1000] mIoU: 61.57  |  FB-IoU: 78.43 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.05    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.71    |  16: 71.91    |  17: 32.57    |  18: 33.60    |  19: 72.67   
[Batch: 0938/1000] mIoU: 61.57  |  FB-IoU: 78.43 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.71    |  16: 71.91    |  17: 32.57    |  18: 33.60    |  19: 72.67   
[Batch: 0939/1000] mIoU: 61.55  |  FB-IoU: 78.42 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.71    |  16: 71.91    |  17: 32.57    |  18: 33.60    |  19: 72.27   
[Batch: 0940/1000] mIoU: 61.52  |  FB-IoU: 78.41 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.71    |  16: 71.91    |  17: 32.57    |  18: 33.02    |  19: 72.27   
[Batch: 0941/1000] mIoU: 61.50  |  FB-IoU: 78.40 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.22    |  16: 71.91    |  17: 32.57    |  18: 33.02    |  19: 72.27   
[Batch: 0942/1000] mIoU: 61.49  |  FB-IoU: 78.40 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.91    |  17: 32.57    |  18: 33.02    |  19: 72.27   
[Batch: 0943/1000] mIoU: 61.49  |  FB-IoU: 78.41 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.91    |  17: 32.57    |  18: 33.02    |  19: 72.27   
[Batch: 0944/1000] mIoU: 61.48  |  FB-IoU: 78.41 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.69    |  17: 32.57    |  18: 33.02    |  19: 72.27   
[Batch: 0945/1000] mIoU: 61.49  |  FB-IoU: 78.41 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.89    |  17: 32.57    |  18: 33.02    |  19: 72.27   
[Batch: 0946/1000] mIoU: 61.47  |  FB-IoU: 78.34 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.89    |  17: 32.16    |  18: 33.02    |  19: 72.27   
[Batch: 0947/1000] mIoU: 61.49  |  FB-IoU: 78.34 |  0: 55.45    |  1: 76.51    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.89    |  17: 32.16    |  18: 33.35    |  19: 72.27   
[Batch: 0948/1000] mIoU: 61.46  |  FB-IoU: 78.32 |  0: 55.45    |  1: 76.00    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.02    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.89    |  17: 32.16    |  18: 33.35    |  19: 72.27   
[Batch: 0949/1000] mIoU: 61.46  |  FB-IoU: 78.33 |  0: 55.45    |  1: 76.00    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.05    |  8: 41.31    |  9: 84.25    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.89    |  17: 32.16    |  18: 33.35    |  19: 72.27   
[Batch: 0950/1000] mIoU: 61.43  |  FB-IoU: 78.33 |  0: 55.45    |  1: 76.00    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.05    |  8: 41.31    |  9: 83.68    |  10: 35.03    |  11: 26.76    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.89    |  17: 32.16    |  18: 33.35    |  19: 72.27   
[Batch: 0951/1000] mIoU: 61.40  |  FB-IoU: 78.21 |  0: 55.45    |  1: 76.00    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.05    |  8: 41.31    |  9: 83.68    |  10: 35.03    |  11: 26.09    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.89    |  17: 32.16    |  18: 33.35    |  19: 72.27   
[Batch: 0952/1000] mIoU: 61.41  |  FB-IoU: 78.22 |  0: 55.45    |  1: 76.00    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.05    |  8: 41.31    |  9: 83.68    |  10: 35.03    |  11: 26.09    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 32.16    |  18: 33.35    |  19: 72.27   
[Batch: 0953/1000] mIoU: 61.41  |  FB-IoU: 78.22 |  0: 55.45    |  1: 76.00    |  2: 70.35    |  3: 44.12    |  4: 71.60    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.68    |  10: 35.03    |  11: 26.09    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 32.16    |  18: 33.35    |  19: 72.27   
[Batch: 0954/1000] mIoU: 61.40  |  FB-IoU: 78.22 |  0: 55.45    |  1: 76.00    |  2: 70.35    |  3: 44.12    |  4: 71.57    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.68    |  10: 35.03    |  11: 26.09    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 32.16    |  18: 33.35    |  19: 72.27   
[Batch: 0955/1000] mIoU: 61.40  |  FB-IoU: 78.23 |  0: 55.45    |  1: 76.00    |  2: 70.35    |  3: 44.12    |  4: 71.57    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 35.03    |  11: 26.09    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 32.16    |  18: 33.35    |  19: 72.27   
[Batch: 0956/1000] mIoU: 61.39  |  FB-IoU: 78.19 |  0: 55.45    |  1: 76.00    |  2: 70.35    |  3: 44.12    |  4: 71.57    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 35.03    |  11: 26.09    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 31.98    |  18: 33.35    |  19: 72.27   
[Batch: 0957/1000] mIoU: 61.44  |  FB-IoU: 78.24 |  0: 55.45    |  1: 76.00    |  2: 70.35    |  3: 44.12    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 35.03    |  11: 26.09    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 31.98    |  18: 33.35    |  19: 72.27   
[Batch: 0958/1000] mIoU: 61.46  |  FB-IoU: 78.27 |  0: 55.45    |  1: 76.38    |  2: 70.35    |  3: 44.12    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 35.03    |  11: 26.09    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 31.98    |  18: 33.35    |  19: 72.27   
[Batch: 0959/1000] mIoU: 61.51  |  FB-IoU: 78.32 |  0: 55.45    |  1: 76.38    |  2: 70.35    |  3: 44.12    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 35.03    |  11: 26.09    |  12: 69.95    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 31.98    |  18: 33.35    |  19: 73.22   
[Batch: 0960/1000] mIoU: 61.51  |  FB-IoU: 78.33 |  0: 55.45    |  1: 76.38    |  2: 70.35    |  3: 44.12    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 35.03    |  11: 26.09    |  12: 70.03    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 31.98    |  18: 33.35    |  19: 73.22   
[Batch: 0961/1000] mIoU: 61.48  |  FB-IoU: 78.30 |  0: 55.45    |  1: 76.38    |  2: 70.35    |  3: 44.12    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 31.98    |  18: 33.35    |  19: 73.22   
[Batch: 0962/1000] mIoU: 61.54  |  FB-IoU: 78.32 |  0: 55.45    |  1: 76.38    |  2: 70.35    |  3: 44.12    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 33.05    |  18: 33.35    |  19: 73.22   
[Batch: 0963/1000] mIoU: 61.47  |  FB-IoU: 78.27 |  0: 55.45    |  1: 76.38    |  2: 70.35    |  3: 42.85    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 72.00    |  17: 33.05    |  18: 33.35    |  19: 73.22   
[Batch: 0964/1000] mIoU: 61.46  |  FB-IoU: 78.27 |  0: 55.45    |  1: 76.38    |  2: 70.35    |  3: 42.85    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.35    |  19: 73.22   
[Batch: 0965/1000] mIoU: 61.46  |  FB-IoU: 78.28 |  0: 55.45    |  1: 76.40    |  2: 70.35    |  3: 42.85    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.32    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.35    |  19: 73.22   
[Batch: 0966/1000] mIoU: 61.47  |  FB-IoU: 78.32 |  0: 55.45    |  1: 76.40    |  2: 70.35    |  3: 42.85    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.55    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.35    |  19: 73.22   
[Batch: 0967/1000] mIoU: 61.48  |  FB-IoU: 78.34 |  0: 55.45    |  1: 76.40    |  2: 70.35    |  3: 42.85    |  4: 72.49    |  5: 84.01    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.35    |  19: 73.22   
[Batch: 0968/1000] mIoU: 61.47  |  FB-IoU: 78.34 |  0: 55.45    |  1: 76.40    |  2: 70.35    |  3: 42.85    |  4: 72.49    |  5: 83.79    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.35    |  19: 73.22   
[Batch: 0969/1000] mIoU: 61.47  |  FB-IoU: 78.35 |  0: 55.45    |  1: 76.53    |  2: 70.35    |  3: 42.85    |  4: 72.49    |  5: 83.79    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.35    |  19: 73.22   
[Batch: 0970/1000] mIoU: 61.47  |  FB-IoU: 78.35 |  0: 55.45    |  1: 76.53    |  2: 70.35    |  3: 42.85    |  4: 72.49    |  5: 83.79    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.22   
[Batch: 0971/1000] mIoU: 61.47  |  FB-IoU: 78.36 |  0: 55.45    |  1: 76.53    |  2: 70.35    |  3: 42.85    |  4: 72.51    |  5: 83.79    |  6: 71.85    |  7: 77.07    |  8: 41.31    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.22   
[Batch: 0972/1000] mIoU: 61.48  |  FB-IoU: 78.36 |  0: 55.45    |  1: 76.53    |  2: 70.35    |  3: 42.85    |  4: 72.51    |  5: 83.79    |  6: 71.85    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.09    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.22   
[Batch: 0973/1000] mIoU: 61.48  |  FB-IoU: 78.36 |  0: 55.45    |  1: 76.53    |  2: 70.35    |  3: 42.85    |  4: 72.51    |  5: 83.79    |  6: 71.85    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.22   
[Batch: 0974/1000] mIoU: 61.46  |  FB-IoU: 78.37 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.79    |  6: 71.85    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.22   
[Batch: 0975/1000] mIoU: 61.56  |  FB-IoU: 78.41 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.79    |  6: 73.83    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.22   
[Batch: 0976/1000] mIoU: 61.58  |  FB-IoU: 78.42 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.79    |  6: 74.13    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.22   
[Batch: 0977/1000] mIoU: 61.59  |  FB-IoU: 78.44 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.79    |  6: 74.13    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.48   
[Batch: 0978/1000] mIoU: 61.60  |  FB-IoU: 78.46 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.79    |  6: 74.13    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.03    |  13: 82.61    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.74   
[Batch: 0979/1000] mIoU: 61.60  |  FB-IoU: 78.46 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.79    |  6: 74.13    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.03    |  13: 82.59    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.74   
[Batch: 0980/1000] mIoU: 61.60  |  FB-IoU: 78.47 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.79    |  6: 74.13    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.74   
[Batch: 0981/1000] mIoU: 61.62  |  FB-IoU: 78.50 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 84.12    |  6: 74.13    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.05    |  18: 33.28    |  19: 73.74   
[Batch: 0982/1000] mIoU: 61.62  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 84.12    |  6: 74.13    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0983/1000] mIoU: 61.63  |  FB-IoU: 78.49 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 84.12    |  6: 74.26    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0984/1000] mIoU: 61.63  |  FB-IoU: 78.49 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 84.12    |  6: 74.26    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.48    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0985/1000] mIoU: 61.60  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 84.12    |  6: 74.26    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.01    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.47    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0986/1000] mIoU: 61.60  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 84.12    |  6: 74.26    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.01    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0987/1000] mIoU: 61.63  |  FB-IoU: 78.50 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 84.12    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 34.01    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0988/1000] mIoU: 61.72  |  FB-IoU: 78.52 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 84.12    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.77    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0989/1000] mIoU: 61.68  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 84.12    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0990/1000] mIoU: 61.65  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.47    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0991/1000] mIoU: 61.65  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.47    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 26.13    |  12: 70.05    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0992/1000] mIoU: 61.64  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.47    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 26.13    |  12: 69.79    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0993/1000] mIoU: 61.64  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.47    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 26.13    |  12: 69.82    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.77    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0994/1000] mIoU: 61.63  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.47    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 26.13    |  12: 69.82    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.61    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0995/1000] mIoU: 61.62  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.47    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 26.13    |  12: 69.53    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.61    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0996/1000] mIoU: 61.61  |  FB-IoU: 78.48 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.24    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 26.13    |  12: 69.53    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.61    |  17: 33.02    |  18: 33.28    |  19: 73.74   
[Batch: 0997/1000] mIoU: 61.48  |  FB-IoU: 78.40 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.24    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 26.13    |  12: 69.53    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.61    |  17: 33.02    |  18: 30.72    |  19: 73.74   
[Batch: 0998/1000] mIoU: 61.47  |  FB-IoU: 78.40 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.24    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 26.13    |  12: 69.53    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.61    |  17: 33.02    |  18: 30.62    |  19: 73.74   
[Batch: 0999/1000] mIoU: 61.42  |  FB-IoU: 78.29 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.24    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 25.03    |  12: 69.53    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.61    |  17: 33.02    |  18: 30.62    |  19: 73.74   
[Batch: 1000/1000] mIoU: 61.44  |  FB-IoU: 78.28 |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.24    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 25.03    |  12: 69.53    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.61    |  17: 33.45    |  18: 30.62    |  19: 73.74   

*** Test [@Epoch 00] Avg L: 0.00000  mIoU: 61.44   FB-IoU: 78.28    |  0: 55.45    |  1: 76.53    |  2: 70.05    |  3: 42.85    |  4: 72.51    |  5: 83.24    |  6: 74.73    |  7: 77.07    |  8: 41.44    |  9: 83.65    |  10: 35.12    |  11: 25.03    |  12: 69.53    |  13: 82.59    |  14: 58.51    |  15: 71.05    |  16: 71.61    |  17: 33.45    |  18: 30.62    |  19: 73.74   ***

Fold 1 mIoU: 61.44 	 FB-IoU: 78.28
==================== Finished Testing ====================
