
:=========== Few-shot Seg. with Matcher ===========
|             datapath: datasets                
|            benchmark: pascal                  
|                  bsz: 1                       
|              nworker: 0                       
|                 fold: 3                       
|                nshot: 1                       
|             img_size: 1024                    
| use_original_imgsize: False                   
|             log_root: output/pascal/fold3     
|            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: 0.0                     
| stability_score_thresh: 0.95                    
|           iou_filter: 0.0                     
|       box_nms_thresh: 1.0                     
|         output_layer: 3                       
| dense_multimask_output: 0                       
|       use_dense_mask: 0                       
|     multimask_output: 0                       
|          num_centers: 8                       
|              use_box: False                   
| use_points_or_centers: False                   
|         sample_range: (4, 6)                  
| max_sample_iterations: 30                      
|                alpha: 1.0                     
|                 beta: 0.0                     
|                  exp: 0.0                     
|           emd_filter: 0.0                     
|        purity_filter: 0.0                     
|      coverage_filter: 0.0                     
|     use_score_filter: False                   
| deep_score_norm_filter: 0.1                     
|    deep_score_filter: 0.33                    
| topk_scores_threshold: 0.7                     
|     num_merging_mask: 10                      
|                 seed: 0                       
:================================================

# 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: 19.49  |  FB-IoU: 96.92 |  0:  0.00    |  1:  0.00    |  2:  0.00    |  3: 97.45    |  4:  0.00   
[Batch: 0002/1000] mIoU: 19.30  |  FB-IoU: 96.57 |  0:  0.00    |  1:  0.00    |  2:  0.00    |  3: 96.50    |  4:  0.00   
[Batch: 0003/1000] mIoU: 35.49  |  FB-IoU: 93.56 |  0:  0.00    |  1: 80.93    |  2:  0.00    |  3: 96.50    |  4:  0.00   
[Batch: 0004/1000] mIoU: 51.48  |  FB-IoU: 92.12 |  0:  0.00    |  1: 80.93    |  2:  0.00    |  3: 96.50    |  4: 79.95   
[Batch: 0005/1000] mIoU: 65.70  |  FB-IoU: 90.60 |  0:  0.00    |  1: 80.93    |  2: 71.10    |  3: 96.50    |  4: 79.95   
[Batch: 0006/1000] mIoU: 58.65  |  FB-IoU: 82.78 |  0:  0.00    |  1: 80.93    |  2: 71.10    |  3: 96.50    |  4: 44.70   
[Batch: 0007/1000] mIoU: 54.82  |  FB-IoU: 77.54 |  0:  0.00    |  1: 80.93    |  2: 71.10    |  3: 77.38    |  4: 44.70   
[Batch: 0008/1000] mIoU: 55.10  |  FB-IoU: 78.94 |  0:  0.00    |  1: 80.93    |  2: 71.10    |  3: 78.77    |  4: 44.70   
[Batch: 0009/1000] mIoU: 55.99  |  FB-IoU: 80.01 |  0:  0.00    |  1: 80.93    |  2: 75.54    |  3: 78.77    |  4: 44.70   
[Batch: 0010/1000] mIoU: 57.59  |  FB-IoU: 81.70 |  0:  0.00    |  1: 88.96    |  2: 75.54    |  3: 78.77    |  4: 44.70   
[Batch: 0011/1000] mIoU: 58.53  |  FB-IoU: 82.55 |  0:  0.00    |  1: 88.96    |  2: 80.24    |  3: 78.77    |  4: 44.70   
[Batch: 0012/1000] mIoU: 59.23  |  FB-IoU: 83.90 |  0:  0.00    |  1: 92.42    |  2: 80.24    |  3: 78.77    |  4: 44.70   
[Batch: 0013/1000] mIoU: 60.04  |  FB-IoU: 84.64 |  0:  0.00    |  1: 92.42    |  2: 84.29    |  3: 78.77    |  4: 44.70   
[Batch: 0014/1000] mIoU: 59.77  |  FB-IoU: 84.32 |  0:  0.00    |  1: 92.42    |  2: 84.29    |  3: 78.77    |  4: 43.35   
[Batch: 0015/1000] mIoU: 61.56  |  FB-IoU: 83.18 |  0:  8.99    |  1: 92.42    |  2: 84.29    |  3: 78.77    |  4: 43.35   
[Batch: 0016/1000] mIoU: 63.11  |  FB-IoU: 82.96 |  0: 16.71    |  1: 92.42    |  2: 84.29    |  3: 78.77    |  4: 43.35   
[Batch: 0017/1000] mIoU: 63.59  |  FB-IoU: 83.30 |  0: 16.71    |  1: 92.42    |  2: 84.29    |  3: 78.77    |  4: 45.78   
[Batch: 0018/1000] mIoU: 64.04  |  FB-IoU: 83.83 |  0: 16.71    |  1: 92.42    |  2: 86.50    |  3: 78.77    |  4: 45.78   
[Batch: 0019/1000] mIoU: 64.65  |  FB-IoU: 84.65 |  0: 16.71    |  1: 92.42    |  2: 89.58    |  3: 78.77    |  4: 45.78   
[Batch: 0020/1000] mIoU: 64.81  |  FB-IoU: 85.12 |  0: 16.71    |  1: 92.42    |  2: 90.38    |  3: 78.77    |  4: 45.78   
[Batch: 0021/1000] mIoU: 64.86  |  FB-IoU: 85.38 |  0: 16.71    |  1: 92.68    |  2: 90.38    |  3: 78.77    |  4: 45.78   
[Batch: 0022/1000] mIoU: 66.04  |  FB-IoU: 85.44 |  0: 16.71    |  1: 92.68    |  2: 90.38    |  3: 78.77    |  4: 51.67   
[Batch: 0023/1000] mIoU: 65.40  |  FB-IoU: 84.83 |  0: 16.71    |  1: 92.68    |  2: 90.38    |  3: 78.77    |  4: 48.47   
[Batch: 0024/1000] mIoU: 65.36  |  FB-IoU: 84.99 |  0: 16.71    |  1: 92.45    |  2: 90.38    |  3: 78.77    |  4: 48.47   
[Batch: 0025/1000] mIoU: 65.33  |  FB-IoU: 85.52 |  0: 16.71    |  1: 92.45    |  2: 90.27    |  3: 78.77    |  4: 48.47   
[Batch: 0026/1000] mIoU: 65.41  |  FB-IoU: 85.64 |  0: 16.71    |  1: 92.45    |  2: 90.27    |  3: 78.77    |  4: 48.86   
[Batch: 0027/1000] mIoU: 65.60  |  FB-IoU: 85.78 |  0: 16.71    |  1: 92.45    |  2: 90.27    |  3: 78.77    |  4: 49.78   
[Batch: 0028/1000] mIoU: 66.17  |  FB-IoU: 86.02 |  0: 16.71    |  1: 92.45    |  2: 90.27    |  3: 78.77    |  4: 52.65   
[Batch: 0029/1000] mIoU: 66.49  |  FB-IoU: 86.73 |  0: 16.71    |  1: 92.45    |  2: 91.85    |  3: 78.77    |  4: 52.65   
[Batch: 0030/1000] mIoU: 70.81  |  FB-IoU: 86.31 |  0: 38.34    |  1: 92.45    |  2: 91.85    |  3: 78.77    |  4: 52.65   
[Batch: 0031/1000] mIoU: 70.37  |  FB-IoU: 85.69 |  0: 36.12    |  1: 92.45    |  2: 91.85    |  3: 78.77    |  4: 52.65   
[Batch: 0032/1000] mIoU: 70.16  |  FB-IoU: 85.66 |  0: 36.12    |  1: 92.45    |  2: 90.80    |  3: 78.77    |  4: 52.65   
[Batch: 0033/1000] mIoU: 70.20  |  FB-IoU: 86.06 |  0: 36.12    |  1: 92.45    |  2: 91.01    |  3: 78.77    |  4: 52.65   
[Batch: 0034/1000] mIoU: 70.56  |  FB-IoU: 86.35 |  0: 36.12    |  1: 92.45    |  2: 91.01    |  3: 80.54    |  4: 52.65   
[Batch: 0035/1000] mIoU: 65.97  |  FB-IoU: 84.14 |  0: 36.12    |  1: 69.52    |  2: 91.01    |  3: 80.54    |  4: 52.65   
[Batch: 0036/1000] mIoU: 66.73  |  FB-IoU: 84.55 |  0: 36.12    |  1: 73.30    |  2: 91.01    |  3: 80.54    |  4: 52.65   
[Batch: 0037/1000] mIoU: 66.72  |  FB-IoU: 84.63 |  0: 36.12    |  1: 73.30    |  2: 91.01    |  3: 80.50    |  4: 52.65   
[Batch: 0038/1000] mIoU: 65.86  |  FB-IoU: 84.16 |  0: 36.12    |  1: 73.30    |  2: 86.74    |  3: 80.50    |  4: 52.65   
[Batch: 0039/1000] mIoU: 66.23  |  FB-IoU: 84.28 |  0: 36.12    |  1: 73.30    |  2: 86.74    |  3: 80.50    |  4: 54.50   
[Batch: 0040/1000] mIoU: 66.29  |  FB-IoU: 84.44 |  0: 36.12    |  1: 73.30    |  2: 87.02    |  3: 80.50    |  4: 54.50   
[Batch: 0041/1000] mIoU: 66.12  |  FB-IoU: 84.39 |  0: 35.29    |  1: 73.30    |  2: 87.02    |  3: 80.50    |  4: 54.50   
[Batch: 0042/1000] mIoU: 66.73  |  FB-IoU: 85.05 |  0: 35.29    |  1: 73.30    |  2: 87.02    |  3: 83.53    |  4: 54.50   
[Batch: 0043/1000] mIoU: 68.98  |  FB-IoU: 85.09 |  0: 46.52    |  1: 73.30    |  2: 87.02    |  3: 83.53    |  4: 54.50   
[Batch: 0044/1000] mIoU: 68.81  |  FB-IoU: 85.08 |  0: 46.52    |  1: 73.30    |  2: 86.19    |  3: 83.53    |  4: 54.50   
[Batch: 0045/1000] mIoU: 68.96  |  FB-IoU: 85.36 |  0: 46.52    |  1: 73.30    |  2: 86.19    |  3: 84.29    |  4: 54.50   
[Batch: 0046/1000] mIoU: 69.08  |  FB-IoU: 85.47 |  0: 46.52    |  1: 73.90    |  2: 86.19    |  3: 84.29    |  4: 54.50   
[Batch: 0047/1000] mIoU: 69.52  |  FB-IoU: 86.10 |  0: 46.52    |  1: 73.90    |  2: 86.19    |  3: 86.46    |  4: 54.50   
[Batch: 0048/1000] mIoU: 68.93  |  FB-IoU: 85.56 |  0: 46.52    |  1: 73.90    |  2: 86.19    |  3: 83.53    |  4: 54.50   
[Batch: 0049/1000] mIoU: 70.18  |  FB-IoU: 85.79 |  0: 46.52    |  1: 73.90    |  2: 86.19    |  3: 83.53    |  4: 60.77   
[Batch: 0050/1000] mIoU: 70.45  |  FB-IoU: 85.91 |  0: 46.52    |  1: 73.90    |  2: 86.19    |  3: 83.53    |  4: 62.13   
[Batch: 0051/1000] mIoU: 70.29  |  FB-IoU: 85.88 |  0: 45.71    |  1: 73.90    |  2: 86.19    |  3: 83.53    |  4: 62.13   
[Batch: 0052/1000] mIoU: 69.71  |  FB-IoU: 85.30 |  0: 45.71    |  1: 73.90    |  2: 86.19    |  3: 80.62    |  4: 62.13   
[Batch: 0053/1000] mIoU: 69.99  |  FB-IoU: 85.70 |  0: 45.71    |  1: 73.90    |  2: 86.19    |  3: 82.05    |  4: 62.13   
[Batch: 0054/1000] mIoU: 70.18  |  FB-IoU: 85.76 |  0: 45.71    |  1: 73.90    |  2: 86.19    |  3: 82.05    |  4: 63.08   
[Batch: 0055/1000] mIoU: 70.53  |  FB-IoU: 85.71 |  0: 47.44    |  1: 73.90    |  2: 86.19    |  3: 82.05    |  4: 63.08   
[Batch: 0056/1000] mIoU: 70.61  |  FB-IoU: 85.86 |  0: 47.44    |  1: 73.90    |  2: 86.19    |  3: 82.42    |  4: 63.08   
[Batch: 0057/1000] mIoU: 70.45  |  FB-IoU: 85.76 |  0: 46.65    |  1: 73.90    |  2: 86.19    |  3: 82.42    |  4: 63.08   
[Batch: 0058/1000] mIoU: 70.53  |  FB-IoU: 85.84 |  0: 46.65    |  1: 74.30    |  2: 86.19    |  3: 82.42    |  4: 63.08   
[Batch: 0059/1000] mIoU: 71.17  |  FB-IoU: 86.08 |  0: 46.65    |  1: 77.53    |  2: 86.19    |  3: 82.42    |  4: 63.08   
[Batch: 0060/1000] mIoU: 71.52  |  FB-IoU: 86.58 |  0: 46.65    |  1: 77.53    |  2: 86.19    |  3: 84.16    |  4: 63.08   
[Batch: 0061/1000] mIoU: 71.58  |  FB-IoU: 86.74 |  0: 46.65    |  1: 77.53    |  2: 86.19    |  3: 84.45    |  4: 63.08   
[Batch: 0062/1000] mIoU: 71.90  |  FB-IoU: 86.77 |  0: 48.24    |  1: 77.53    |  2: 86.19    |  3: 84.45    |  4: 63.08   
[Batch: 0063/1000] mIoU: 72.29  |  FB-IoU: 86.79 |  0: 50.22    |  1: 77.53    |  2: 86.19    |  3: 84.45    |  4: 63.08   
[Batch: 0064/1000] mIoU: 72.28  |  FB-IoU: 86.82 |  0: 50.22    |  1: 77.45    |  2: 86.19    |  3: 84.45    |  4: 63.08   
[Batch: 0065/1000] mIoU: 71.06  |  FB-IoU: 86.06 |  0: 50.22    |  1: 77.45    |  2: 80.10    |  3: 84.45    |  4: 63.08   
[Batch: 0066/1000] mIoU: 71.13  |  FB-IoU: 86.10 |  0: 50.22    |  1: 77.45    |  2: 80.10    |  3: 84.45    |  4: 63.40   
[Batch: 0067/1000] mIoU: 70.80  |  FB-IoU: 85.91 |  0: 50.22    |  1: 77.45    |  2: 78.49    |  3: 84.45    |  4: 63.40   
[Batch: 0068/1000] mIoU: 71.41  |  FB-IoU: 86.21 |  0: 50.22    |  1: 80.48    |  2: 78.49    |  3: 84.45    |  4: 63.40   
[Batch: 0069/1000] mIoU: 71.41  |  FB-IoU: 86.29 |  0: 50.22    |  1: 80.48    |  2: 78.49    |  3: 84.44    |  4: 63.40   
[Batch: 0070/1000] mIoU: 71.53  |  FB-IoU: 86.54 |  0: 50.22    |  1: 80.48    |  2: 78.49    |  3: 85.05    |  4: 63.40   
[Batch: 0071/1000] mIoU: 71.72  |  FB-IoU: 86.61 |  0: 50.22    |  1: 80.48    |  2: 78.49    |  3: 85.05    |  4: 64.37   
[Batch: 0072/1000] mIoU: 71.68  |  FB-IoU: 86.61 |  0: 50.22    |  1: 80.24    |  2: 78.49    |  3: 85.05    |  4: 64.37   
[Batch: 0073/1000] mIoU: 71.81  |  FB-IoU: 86.88 |  0: 50.22    |  1: 80.24    |  2: 78.49    |  3: 85.73    |  4: 64.37   
[Batch: 0074/1000] mIoU: 71.85  |  FB-IoU: 86.98 |  0: 50.22    |  1: 80.24    |  2: 78.49    |  3: 85.92    |  4: 64.37   
[Batch: 0075/1000] mIoU: 72.90  |  FB-IoU: 87.08 |  0: 50.22    |  1: 80.24    |  2: 78.49    |  3: 85.92    |  4: 69.64   
[Batch: 0076/1000] mIoU: 72.74  |  FB-IoU: 86.96 |  0: 50.22    |  1: 80.24    |  2: 78.49    |  3: 85.92    |  4: 68.83   
[Batch: 0077/1000] mIoU: 70.98  |  FB-IoU: 85.60 |  0: 50.22    |  1: 80.24    |  2: 69.67    |  3: 85.92    |  4: 68.83   
[Batch: 0078/1000] mIoU: 71.71  |  FB-IoU: 86.01 |  0: 50.22    |  1: 83.91    |  2: 69.67    |  3: 85.92    |  4: 68.83   
[Batch: 0079/1000] mIoU: 71.10  |  FB-IoU: 85.64 |  0: 47.17    |  1: 83.91    |  2: 69.67    |  3: 85.92    |  4: 68.83   
[Batch: 0080/1000] mIoU: 71.19  |  FB-IoU: 85.69 |  0: 47.64    |  1: 83.91    |  2: 69.67    |  3: 85.92    |  4: 68.83   
[Batch: 0081/1000] mIoU: 71.13  |  FB-IoU: 85.70 |  0: 47.64    |  1: 83.91    |  2: 69.67    |  3: 85.62    |  4: 68.83   
[Batch: 0082/1000] mIoU: 71.10  |  FB-IoU: 85.67 |  0: 47.64    |  1: 83.91    |  2: 69.50    |  3: 85.62    |  4: 68.83   
[Batch: 0083/1000] mIoU: 71.44  |  FB-IoU: 85.74 |  0: 47.64    |  1: 83.91    |  2: 69.50    |  3: 85.62    |  4: 70.51   
[Batch: 0084/1000] mIoU: 72.44  |  FB-IoU: 86.18 |  0: 47.64    |  1: 83.91    |  2: 74.50    |  3: 85.62    |  4: 70.51   
[Batch: 0085/1000] mIoU: 72.44  |  FB-IoU: 86.24 |  0: 47.64    |  1: 83.91    |  2: 74.50    |  3: 85.66    |  4: 70.51   
[Batch: 0086/1000] mIoU: 71.85  |  FB-IoU: 85.99 |  0: 47.64    |  1: 83.91    |  2: 74.50    |  3: 85.66    |  4: 67.54   
[Batch: 0087/1000] mIoU: 71.40  |  FB-IoU: 85.63 |  0: 47.64    |  1: 83.91    |  2: 72.26    |  3: 85.66    |  4: 67.54   
[Batch: 0088/1000] mIoU: 69.62  |  FB-IoU: 84.78 |  0: 38.75    |  1: 83.91    |  2: 72.26    |  3: 85.66    |  4: 67.54   
[Batch: 0089/1000] mIoU: 69.50  |  FB-IoU: 84.70 |  0: 38.75    |  1: 83.91    |  2: 71.63    |  3: 85.66    |  4: 67.54   
[Batch: 0090/1000] mIoU: 69.67  |  FB-IoU: 84.75 |  0: 38.75    |  1: 83.91    |  2: 72.48    |  3: 85.66    |  4: 67.54   
[Batch: 0091/1000] mIoU: 69.74  |  FB-IoU: 84.83 |  0: 38.75    |  1: 84.25    |  2: 72.48    |  3: 85.66    |  4: 67.54   
[Batch: 0092/1000] mIoU: 69.67  |  FB-IoU: 84.82 |  0: 38.39    |  1: 84.25    |  2: 72.48    |  3: 85.66    |  4: 67.54   
[Batch: 0093/1000] mIoU: 70.30  |  FB-IoU: 85.00 |  0: 38.39    |  1: 84.25    |  2: 72.48    |  3: 85.66    |  4: 70.72   
[Batch: 0094/1000] mIoU: 70.37  |  FB-IoU: 85.08 |  0: 38.39    |  1: 84.25    |  2: 72.82    |  3: 85.66    |  4: 70.72   
[Batch: 0095/1000] mIoU: 70.39  |  FB-IoU: 85.12 |  0: 38.39    |  1: 84.25    |  2: 72.82    |  3: 85.66    |  4: 70.85   
[Batch: 0096/1000] mIoU: 70.21  |  FB-IoU: 84.98 |  0: 38.39    |  1: 84.25    |  2: 71.88    |  3: 85.66    |  4: 70.85   
[Batch: 0097/1000] mIoU: 70.17  |  FB-IoU: 84.84 |  0: 38.39    |  1: 84.25    |  2: 71.68    |  3: 85.66    |  4: 70.85   
[Batch: 0098/1000] mIoU: 70.28  |  FB-IoU: 84.94 |  0: 38.39    |  1: 84.25    |  2: 72.27    |  3: 85.66    |  4: 70.85   
[Batch: 0099/1000] mIoU: 69.90  |  FB-IoU: 84.73 |  0: 36.49    |  1: 84.25    |  2: 72.27    |  3: 85.66    |  4: 70.85   
[Batch: 0100/1000] mIoU: 70.60  |  FB-IoU: 84.95 |  0: 36.49    |  1: 84.25    |  2: 72.27    |  3: 85.66    |  4: 74.31   
[Batch: 0101/1000] mIoU: 70.58  |  FB-IoU: 84.92 |  0: 36.49    |  1: 84.25    |  2: 72.20    |  3: 85.66    |  4: 74.31   
[Batch: 0102/1000] mIoU: 70.61  |  FB-IoU: 84.93 |  0: 36.49    |  1: 84.25    |  2: 72.31    |  3: 85.66    |  4: 74.31   
[Batch: 0103/1000] mIoU: 70.59  |  FB-IoU: 84.66 |  0: 36.42    |  1: 84.25    |  2: 72.31    |  3: 85.66    |  4: 74.31   
[Batch: 0104/1000] mIoU: 70.67  |  FB-IoU: 84.70 |  0: 36.42    |  1: 84.25    |  2: 72.70    |  3: 85.66    |  4: 74.31   
[Batch: 0105/1000] mIoU: 70.57  |  FB-IoU: 84.66 |  0: 36.42    |  1: 84.25    |  2: 72.70    |  3: 85.17    |  4: 74.31   
[Batch: 0106/1000] mIoU: 70.40  |  FB-IoU: 84.58 |  0: 35.56    |  1: 84.25    |  2: 72.70    |  3: 85.17    |  4: 74.31   
[Batch: 0107/1000] mIoU: 70.26  |  FB-IoU: 84.52 |  0: 34.85    |  1: 84.25    |  2: 72.70    |  3: 85.17    |  4: 74.31   
[Batch: 0108/1000] mIoU: 70.22  |  FB-IoU: 84.48 |  0: 34.69    |  1: 84.25    |  2: 72.70    |  3: 85.17    |  4: 74.31   
[Batch: 0109/1000] mIoU: 70.30  |  FB-IoU: 84.53 |  0: 34.69    |  1: 84.25    |  2: 72.70    |  3: 85.17    |  4: 74.68   
[Batch: 0110/1000] mIoU: 70.96  |  FB-IoU: 84.51 |  0: 37.99    |  1: 84.25    |  2: 72.70    |  3: 85.17    |  4: 74.68   
[Batch: 0111/1000] mIoU: 70.34  |  FB-IoU: 84.10 |  0: 34.89    |  1: 84.25    |  2: 72.70    |  3: 85.17    |  4: 74.68   
[Batch: 0112/1000] mIoU: 70.11  |  FB-IoU: 83.79 |  0: 33.74    |  1: 84.25    |  2: 72.70    |  3: 85.17    |  4: 74.68   
[Batch: 0113/1000] mIoU: 69.02  |  FB-IoU: 83.24 |  0: 33.74    |  1: 84.25    |  2: 72.70    |  3: 85.17    |  4: 69.22   
[Batch: 0114/1000] mIoU: 68.85  |  FB-IoU: 83.22 |  0: 33.74    |  1: 83.43    |  2: 72.70    |  3: 85.17    |  4: 69.22   
[Batch: 0115/1000] mIoU: 69.33  |  FB-IoU: 83.41 |  0: 33.74    |  1: 83.43    |  2: 72.70    |  3: 85.17    |  4: 71.59   
[Batch: 0116/1000] mIoU: 69.11  |  FB-IoU: 83.28 |  0: 33.74    |  1: 83.43    |  2: 72.70    |  3: 84.11    |  4: 71.59   
[Batch: 0117/1000] mIoU: 69.11  |  FB-IoU: 83.29 |  0: 33.74    |  1: 83.43    |  2: 72.67    |  3: 84.11    |  4: 71.59   
[Batch: 0118/1000] mIoU: 69.19  |  FB-IoU: 83.36 |  0: 33.74    |  1: 83.43    |  2: 72.67    |  3: 84.11    |  4: 71.99   
[Batch: 0119/1000] mIoU: 69.42  |  FB-IoU: 83.48 |  0: 33.74    |  1: 83.43    |  2: 72.67    |  3: 84.11    |  4: 73.14   
[Batch: 0120/1000] mIoU: 69.50  |  FB-IoU: 83.62 |  0: 33.74    |  1: 83.43    |  2: 72.67    |  3: 84.49    |  4: 73.14   
[Batch: 0121/1000] mIoU: 69.19  |  FB-IoU: 83.36 |  0: 32.19    |  1: 83.43    |  2: 72.67    |  3: 84.49    |  4: 73.14   
[Batch: 0122/1000] mIoU: 69.24  |  FB-IoU: 83.36 |  0: 32.44    |  1: 83.43    |  2: 72.67    |  3: 84.49    |  4: 73.14   
[Batch: 0123/1000] mIoU: 69.36  |  FB-IoU: 83.47 |  0: 32.44    |  1: 83.43    |  2: 73.32    |  3: 84.49    |  4: 73.14   
[Batch: 0124/1000] mIoU: 69.43  |  FB-IoU: 83.54 |  0: 32.44    |  1: 83.43    |  2: 73.64    |  3: 84.49    |  4: 73.14   
[Batch: 0125/1000] mIoU: 68.36  |  FB-IoU: 82.94 |  0: 32.44    |  1: 83.43    |  2: 73.64    |  3: 84.49    |  4: 67.78   
[Batch: 0126/1000] mIoU: 68.50  |  FB-IoU: 83.06 |  0: 32.44    |  1: 83.43    |  2: 74.35    |  3: 84.49    |  4: 67.78   
[Batch: 0127/1000] mIoU: 68.53  |  FB-IoU: 83.14 |  0: 32.44    |  1: 83.43    |  2: 74.35    |  3: 84.67    |  4: 67.78   
[Batch: 0128/1000] mIoU: 68.30  |  FB-IoU: 82.98 |  0: 32.44    |  1: 83.43    |  2: 74.35    |  3: 84.67    |  4: 66.62   
[Batch: 0129/1000] mIoU: 68.12  |  FB-IoU: 82.88 |  0: 32.44    |  1: 83.43    |  2: 74.35    |  3: 83.74    |  4: 66.62   
[Batch: 0130/1000] mIoU: 68.44  |  FB-IoU: 83.08 |  0: 32.44    |  1: 85.04    |  2: 74.35    |  3: 83.74    |  4: 66.62   
[Batch: 0131/1000] mIoU: 68.25  |  FB-IoU: 82.77 |  0: 31.50    |  1: 85.04    |  2: 74.35    |  3: 83.74    |  4: 66.62   
[Batch: 0132/1000] mIoU: 68.37  |  FB-IoU: 82.88 |  0: 31.50    |  1: 85.04    |  2: 74.95    |  3: 83.74    |  4: 66.62   
[Batch: 0133/1000] mIoU: 68.48  |  FB-IoU: 83.06 |  0: 31.50    |  1: 85.04    |  2: 74.95    |  3: 84.30    |  4: 66.62   
[Batch: 0134/1000] mIoU: 68.58  |  FB-IoU: 83.15 |  0: 31.50    |  1: 85.50    |  2: 74.95    |  3: 84.30    |  4: 66.62   
[Batch: 0135/1000] mIoU: 68.86  |  FB-IoU: 83.28 |  0: 31.50    |  1: 85.50    |  2: 74.95    |  3: 84.30    |  4: 68.05   
[Batch: 0136/1000] mIoU: 69.19  |  FB-IoU: 83.52 |  0: 31.50    |  1: 87.13    |  2: 74.95    |  3: 84.30    |  4: 68.05   
[Batch: 0137/1000] mIoU: 69.23  |  FB-IoU: 83.56 |  0: 31.50    |  1: 87.13    |  2: 74.95    |  3: 84.30    |  4: 68.26   
[Batch: 0138/1000] mIoU: 69.30  |  FB-IoU: 83.61 |  0: 31.50    |  1: 87.13    |  2: 74.95    |  3: 84.30    |  4: 68.59   
[Batch: 0139/1000] mIoU: 69.69  |  FB-IoU: 83.43 |  0: 33.45    |  1: 87.13    |  2: 74.95    |  3: 84.30    |  4: 68.59   
[Batch: 0140/1000] mIoU: 70.91  |  FB-IoU: 83.59 |  0: 39.55    |  1: 87.13    |  2: 74.95    |  3: 84.30    |  4: 68.59   
[Batch: 0141/1000] mIoU: 71.33  |  FB-IoU: 83.76 |  0: 39.55    |  1: 87.13    |  2: 74.95    |  3: 84.30    |  4: 70.71   
[Batch: 0142/1000] mIoU: 71.71  |  FB-IoU: 83.94 |  0: 39.55    |  1: 87.13    |  2: 74.95    |  3: 84.30    |  4: 72.61   
[Batch: 0143/1000] mIoU: 71.71  |  FB-IoU: 83.96 |  0: 39.55    |  1: 87.13    |  2: 74.95    |  3: 84.30    |  4: 72.60   
[Batch: 0144/1000] mIoU: 71.77  |  FB-IoU: 84.06 |  0: 39.55    |  1: 87.13    |  2: 74.95    |  3: 84.63    |  4: 72.60   
[Batch: 0145/1000] mIoU: 71.88  |  FB-IoU: 84.16 |  0: 39.55    |  1: 87.68    |  2: 74.95    |  3: 84.63    |  4: 72.60   
[Batch: 0146/1000] mIoU: 72.06  |  FB-IoU: 84.15 |  0: 40.46    |  1: 87.68    |  2: 74.95    |  3: 84.63    |  4: 72.60   
[Batch: 0147/1000] mIoU: 72.15  |  FB-IoU: 84.28 |  0: 40.46    |  1: 87.68    |  2: 74.95    |  3: 85.04    |  4: 72.60   
[Batch: 0148/1000] mIoU: 72.06  |  FB-IoU: 84.23 |  0: 40.46    |  1: 87.68    |  2: 74.95    |  3: 85.04    |  4: 72.16   
[Batch: 0149/1000] mIoU: 72.12  |  FB-IoU: 84.33 |  0: 40.46    |  1: 88.00    |  2: 74.95    |  3: 85.04    |  4: 72.16   
[Batch: 0150/1000] mIoU: 71.96  |  FB-IoU: 84.23 |  0: 40.46    |  1: 88.00    |  2: 74.95    |  3: 84.22    |  4: 72.16   
[Batch: 0151/1000] mIoU: 72.02  |  FB-IoU: 84.34 |  0: 40.46    |  1: 88.00    |  2: 74.95    |  3: 84.54    |  4: 72.16   
[Batch: 0152/1000] mIoU: 72.06  |  FB-IoU: 84.42 |  0: 40.46    |  1: 88.00    |  2: 74.95    |  3: 84.74    |  4: 72.16   
[Batch: 0153/1000] mIoU: 72.10  |  FB-IoU: 84.46 |  0: 40.46    |  1: 88.00    |  2: 75.13    |  3: 84.74    |  4: 72.16   
[Batch: 0154/1000] mIoU: 72.14  |  FB-IoU: 84.53 |  0: 40.46    |  1: 88.23    |  2: 75.13    |  3: 84.74    |  4: 72.16   
[Batch: 0155/1000] mIoU: 72.16  |  FB-IoU: 84.57 |  0: 40.46    |  1: 88.29    |  2: 75.13    |  3: 84.74    |  4: 72.16   
[Batch: 0156/1000] mIoU: 72.16  |  FB-IoU: 84.58 |  0: 40.46    |  1: 88.29    |  2: 75.13    |  3: 84.74    |  4: 72.18   
[Batch: 0157/1000] mIoU: 72.25  |  FB-IoU: 84.68 |  0: 40.46    |  1: 88.73    |  2: 75.13    |  3: 84.74    |  4: 72.18   
[Batch: 0158/1000] mIoU: 72.29  |  FB-IoU: 84.75 |  0: 40.46    |  1: 88.94    |  2: 75.13    |  3: 84.74    |  4: 72.18   
[Batch: 0159/1000] mIoU: 72.27  |  FB-IoU: 84.75 |  0: 40.46    |  1: 88.94    |  2: 75.13    |  3: 84.74    |  4: 72.08   
[Batch: 0160/1000] mIoU: 71.94  |  FB-IoU: 84.50 |  0: 40.46    |  1: 88.94    |  2: 73.51    |  3: 84.74    |  4: 72.08   
[Batch: 0161/1000] mIoU: 72.00  |  FB-IoU: 84.61 |  0: 40.46    |  1: 88.94    |  2: 73.51    |  3: 85.03    |  4: 72.08   
[Batch: 0162/1000] mIoU: 73.45  |  FB-IoU: 84.80 |  0: 47.70    |  1: 88.94    |  2: 73.51    |  3: 85.03    |  4: 72.08   
[Batch: 0163/1000] mIoU: 73.45  |  FB-IoU: 84.83 |  0: 47.70    |  1: 88.94    |  2: 73.51    |  3: 85.03    |  4: 72.08   
[Batch: 0164/1000] mIoU: 73.49  |  FB-IoU: 84.88 |  0: 47.70    |  1: 89.11    |  2: 73.51    |  3: 85.03    |  4: 72.08   
[Batch: 0165/1000] mIoU: 73.54  |  FB-IoU: 84.93 |  0: 47.70    |  1: 89.11    |  2: 73.76    |  3: 85.03    |  4: 72.08   
[Batch: 0166/1000] mIoU: 73.63  |  FB-IoU: 84.99 |  0: 47.70    |  1: 89.11    |  2: 74.23    |  3: 85.03    |  4: 72.08   
[Batch: 0167/1000] mIoU: 73.68  |  FB-IoU: 85.03 |  0: 47.70    |  1: 89.11    |  2: 74.23    |  3: 85.03    |  4: 72.32   
[Batch: 0168/1000] mIoU: 73.84  |  FB-IoU: 85.13 |  0: 47.70    |  1: 89.11    |  2: 75.05    |  3: 85.03    |  4: 72.32   
[Batch: 0169/1000] mIoU: 73.95  |  FB-IoU: 85.19 |  0: 47.70    |  1: 89.11    |  2: 75.05    |  3: 85.03    |  4: 72.85   
[Batch: 0170/1000] mIoU: 73.93  |  FB-IoU: 85.19 |  0: 47.62    |  1: 89.11    |  2: 75.05    |  3: 85.03    |  4: 72.85   
[Batch: 0171/1000] mIoU: 73.92  |  FB-IoU: 85.18 |  0: 47.62    |  1: 89.11    |  2: 74.98    |  3: 85.03    |  4: 72.85   
[Batch: 0172/1000] mIoU: 73.98  |  FB-IoU: 85.23 |  0: 47.62    |  1: 89.11    |  2: 75.29    |  3: 85.03    |  4: 72.85   
[Batch: 0173/1000] mIoU: 74.16  |  FB-IoU: 85.28 |  0: 48.53    |  1: 89.11    |  2: 75.29    |  3: 85.03    |  4: 72.85   
[Batch: 0174/1000] mIoU: 74.17  |  FB-IoU: 85.29 |  0: 48.53    |  1: 89.11    |  2: 75.29    |  3: 85.03    |  4: 72.90   
[Batch: 0175/1000] mIoU: 74.20  |  FB-IoU: 85.34 |  0: 48.53    |  1: 89.11    |  2: 75.29    |  3: 85.15    |  4: 72.90   
[Batch: 0176/1000] mIoU: 74.23  |  FB-IoU: 85.39 |  0: 48.53    |  1: 89.29    |  2: 75.29    |  3: 85.15    |  4: 72.90   
[Batch: 0177/1000] mIoU: 74.24  |  FB-IoU: 85.41 |  0: 48.53    |  1: 89.29    |  2: 75.29    |  3: 85.15    |  4: 72.92   
[Batch: 0178/1000] mIoU: 74.29  |  FB-IoU: 85.49 |  0: 48.53    |  1: 89.29    |  2: 75.29    |  3: 85.43    |  4: 72.92   
[Batch: 0179/1000] mIoU: 73.77  |  FB-IoU: 85.00 |  0: 48.53    |  1: 89.29    |  2: 72.68    |  3: 85.43    |  4: 72.92   
[Batch: 0180/1000] mIoU: 73.78  |  FB-IoU: 85.04 |  0: 48.53    |  1: 89.29    |  2: 72.68    |  3: 85.47    |  4: 72.92   
[Batch: 0181/1000] mIoU: 73.85  |  FB-IoU: 85.12 |  0: 48.53    |  1: 89.62    |  2: 72.68    |  3: 85.47    |  4: 72.92   
[Batch: 0182/1000] mIoU: 73.85  |  FB-IoU: 85.15 |  0: 48.53    |  1: 89.62    |  2: 72.68    |  3: 85.51    |  4: 72.92   
[Batch: 0183/1000] mIoU: 73.91  |  FB-IoU: 85.25 |  0: 48.53    |  1: 89.62    |  2: 72.68    |  3: 85.82    |  4: 72.92   
[Batch: 0184/1000] mIoU: 73.96  |  FB-IoU: 85.28 |  0: 48.53    |  1: 89.62    |  2: 72.68    |  3: 85.82    |  4: 73.13   
[Batch: 0185/1000] mIoU: 73.97  |  FB-IoU: 85.33 |  0: 48.53    |  1: 89.70    |  2: 72.68    |  3: 85.82    |  4: 73.13   
[Batch: 0186/1000] mIoU: 74.05  |  FB-IoU: 85.36 |  0: 48.95    |  1: 89.70    |  2: 72.68    |  3: 85.82    |  4: 73.13   
[Batch: 0187/1000] mIoU: 74.07  |  FB-IoU: 85.38 |  0: 48.95    |  1: 89.70    |  2: 72.78    |  3: 85.82    |  4: 73.13   
[Batch: 0188/1000] mIoU: 74.09  |  FB-IoU: 85.41 |  0: 48.95    |  1: 89.70    |  2: 72.78    |  3: 85.82    |  4: 73.22   
[Batch: 0189/1000] mIoU: 74.14  |  FB-IoU: 85.40 |  0: 49.19    |  1: 89.70    |  2: 72.78    |  3: 85.82    |  4: 73.22   
[Batch: 0190/1000] mIoU: 74.16  |  FB-IoU: 85.42 |  0: 49.19    |  1: 89.70    |  2: 72.86    |  3: 85.82    |  4: 73.22   
[Batch: 0191/1000] mIoU: 74.26  |  FB-IoU: 85.53 |  0: 49.19    |  1: 90.20    |  2: 72.86    |  3: 85.82    |  4: 73.22   
[Batch: 0192/1000] mIoU: 74.42  |  FB-IoU: 85.56 |  0: 50.01    |  1: 90.20    |  2: 72.86    |  3: 85.82    |  4: 73.22   
[Batch: 0193/1000] mIoU: 74.31  |  FB-IoU: 85.47 |  0: 50.01    |  1: 90.20    |  2: 72.28    |  3: 85.82    |  4: 73.22   
[Batch: 0194/1000] mIoU: 74.42  |  FB-IoU: 85.59 |  0: 50.01    |  1: 90.76    |  2: 72.28    |  3: 85.82    |  4: 73.22   
[Batch: 0195/1000] mIoU: 74.43  |  FB-IoU: 85.63 |  0: 50.01    |  1: 90.83    |  2: 72.28    |  3: 85.82    |  4: 73.22   
[Batch: 0196/1000] mIoU: 74.33  |  FB-IoU: 85.56 |  0: 50.01    |  1: 90.83    |  2: 72.28    |  3: 85.82    |  4: 72.71   
[Batch: 0197/1000] mIoU: 74.34  |  FB-IoU: 85.60 |  0: 50.01    |  1: 90.83    |  2: 72.28    |  3: 85.85    |  4: 72.71   
[Batch: 0198/1000] mIoU: 74.37  |  FB-IoU: 85.66 |  0: 50.01    |  1: 90.83    |  2: 72.28    |  3: 86.04    |  4: 72.71   
[Batch: 0199/1000] mIoU: 74.39  |  FB-IoU: 85.72 |  0: 50.01    |  1: 90.83    |  2: 72.28    |  3: 86.14    |  4: 72.71   
[Batch: 0200/1000] mIoU: 74.38  |  FB-IoU: 85.68 |  0: 50.01    |  1: 90.83    |  2: 72.19    |  3: 86.14    |  4: 72.71   
[Batch: 0201/1000] mIoU: 74.17  |  FB-IoU: 85.55 |  0: 50.01    |  1: 90.83    |  2: 72.19    |  3: 86.14    |  4: 71.70   
[Batch: 0202/1000] mIoU: 74.26  |  FB-IoU: 85.61 |  0: 50.01    |  1: 90.83    |  2: 72.64    |  3: 86.14    |  4: 71.70   
[Batch: 0203/1000] mIoU: 74.38  |  FB-IoU: 85.64 |  0: 50.61    |  1: 90.83    |  2: 72.64    |  3: 86.14    |  4: 71.70   
[Batch: 0204/1000] mIoU: 74.24  |  FB-IoU: 85.49 |  0: 50.61    |  1: 90.83    |  2: 72.64    |  3: 86.14    |  4: 70.99   
[Batch: 0205/1000] mIoU: 74.20  |  FB-IoU: 85.49 |  0: 50.61    |  1: 90.83    |  2: 72.64    |  3: 85.93    |  4: 70.99   
[Batch: 0206/1000] mIoU: 74.20  |  FB-IoU: 85.50 |  0: 50.60    |  1: 90.83    |  2: 72.64    |  3: 85.93    |  4: 70.99   
[Batch: 0207/1000] mIoU: 74.24  |  FB-IoU: 85.53 |  0: 50.60    |  1: 90.83    |  2: 72.84    |  3: 85.93    |  4: 70.99   
[Batch: 0208/1000] mIoU: 74.19  |  FB-IoU: 85.50 |  0: 50.60    |  1: 90.83    |  2: 72.84    |  3: 85.93    |  4: 70.76   
[Batch: 0209/1000] mIoU: 74.32  |  FB-IoU: 85.53 |  0: 51.27    |  1: 90.83    |  2: 72.84    |  3: 85.93    |  4: 70.76   
[Batch: 0210/1000] mIoU: 74.39  |  FB-IoU: 85.63 |  0: 51.27    |  1: 90.83    |  2: 72.84    |  3: 86.28    |  4: 70.76   
[Batch: 0211/1000] mIoU: 74.64  |  FB-IoU: 85.77 |  0: 51.27    |  1: 90.83    |  2: 74.10    |  3: 86.28    |  4: 70.76   
[Batch: 0212/1000] mIoU: 74.69  |  FB-IoU: 85.85 |  0: 51.27    |  1: 90.83    |  2: 74.10    |  3: 86.51    |  4: 70.76   
[Batch: 0213/1000] mIoU: 74.73  |  FB-IoU: 85.91 |  0: 51.27    |  1: 90.83    |  2: 74.10    |  3: 86.69    |  4: 70.76   
[Batch: 0214/1000] mIoU: 74.77  |  FB-IoU: 85.98 |  0: 51.27    |  1: 90.83    |  2: 74.10    |  3: 86.92    |  4: 70.76   
[Batch: 0215/1000] mIoU: 74.65  |  FB-IoU: 85.87 |  0: 51.27    |  1: 90.83    |  2: 73.49    |  3: 86.92    |  4: 70.76   
[Batch: 0216/1000] mIoU: 74.69  |  FB-IoU: 85.93 |  0: 51.27    |  1: 90.83    |  2: 73.49    |  3: 87.09    |  4: 70.76   
[Batch: 0217/1000] mIoU: 74.72  |  FB-IoU: 85.99 |  0: 51.27    |  1: 90.83    |  2: 73.49    |  3: 87.24    |  4: 70.76   
[Batch: 0218/1000] mIoU: 74.72  |  FB-IoU: 86.03 |  0: 51.27    |  1: 90.83    |  2: 73.49    |  3: 87.28    |  4: 70.76   
[Batch: 0219/1000] mIoU: 74.56  |  FB-IoU: 85.88 |  0: 51.27    |  1: 90.83    |  2: 73.49    |  3: 87.28    |  4: 69.94   
[Batch: 0220/1000] mIoU: 74.05  |  FB-IoU: 85.51 |  0: 51.27    |  1: 90.83    |  2: 73.49    |  3: 87.28    |  4: 67.36   
[Batch: 0221/1000] mIoU: 74.06  |  FB-IoU: 85.52 |  0: 51.36    |  1: 90.83    |  2: 73.49    |  3: 87.28    |  4: 67.36   
[Batch: 0222/1000] mIoU: 74.15  |  FB-IoU: 85.57 |  0: 51.36    |  1: 90.83    |  2: 73.90    |  3: 87.28    |  4: 67.36   
[Batch: 0223/1000] mIoU: 74.16  |  FB-IoU: 85.53 |  0: 51.36    |  1: 90.83    |  2: 73.95    |  3: 87.28    |  4: 67.36   
[Batch: 0224/1000] mIoU: 74.17  |  FB-IoU: 85.58 |  0: 51.36    |  1: 90.88    |  2: 73.95    |  3: 87.28    |  4: 67.36   
[Batch: 0225/1000] mIoU: 74.13  |  FB-IoU: 85.54 |  0: 51.36    |  1: 90.88    |  2: 73.95    |  3: 87.28    |  4: 67.15   
[Batch: 0226/1000] mIoU: 74.12  |  FB-IoU: 85.55 |  0: 51.36    |  1: 90.88    |  2: 73.91    |  3: 87.28    |  4: 67.15   
[Batch: 0227/1000] mIoU: 73.90  |  FB-IoU: 85.39 |  0: 51.36    |  1: 90.88    |  2: 73.91    |  3: 87.28    |  4: 66.09   
[Batch: 0228/1000] mIoU: 73.91  |  FB-IoU: 85.42 |  0: 51.36    |  1: 90.88    |  2: 73.91    |  3: 87.32    |  4: 66.09   
[Batch: 0229/1000] mIoU: 73.48  |  FB-IoU: 84.98 |  0: 51.36    |  1: 90.88    |  2: 71.75    |  3: 87.32    |  4: 66.09   
[Batch: 0230/1000] mIoU: 73.48  |  FB-IoU: 84.99 |  0: 51.36    |  1: 90.88    |  2: 71.73    |  3: 87.32    |  4: 66.09   
[Batch: 0231/1000] mIoU: 73.50  |  FB-IoU: 85.05 |  0: 51.36    |  1: 90.88    |  2: 71.73    |  3: 87.41    |  4: 66.09   
[Batch: 0232/1000] mIoU: 73.66  |  FB-IoU: 85.15 |  0: 51.36    |  1: 90.88    |  2: 72.56    |  3: 87.41    |  4: 66.09   
[Batch: 0233/1000] mIoU: 73.68  |  FB-IoU: 85.16 |  0: 51.36    |  1: 90.88    |  2: 72.64    |  3: 87.41    |  4: 66.09   
[Batch: 0234/1000] mIoU: 73.69  |  FB-IoU: 85.18 |  0: 51.36    |  1: 90.88    |  2: 72.64    |  3: 87.45    |  4: 66.09   
[Batch: 0235/1000] mIoU: 73.69  |  FB-IoU: 85.22 |  0: 51.36    |  1: 90.88    |  2: 72.64    |  3: 87.48    |  4: 66.09   
[Batch: 0236/1000] mIoU: 73.73  |  FB-IoU: 85.24 |  0: 51.36    |  1: 90.88    |  2: 72.82    |  3: 87.48    |  4: 66.09   
[Batch: 0237/1000] mIoU: 73.81  |  FB-IoU: 85.27 |  0: 51.36    |  1: 90.88    |  2: 72.82    |  3: 87.48    |  4: 66.50   
[Batch: 0238/1000] mIoU: 73.69  |  FB-IoU: 85.20 |  0: 51.36    |  1: 90.88    |  2: 72.82    |  3: 86.88    |  4: 66.50   
[Batch: 0239/1000] mIoU: 73.70  |  FB-IoU: 85.24 |  0: 51.36    |  1: 90.88    |  2: 72.82    |  3: 86.95    |  4: 66.50   
[Batch: 0240/1000] mIoU: 73.75  |  FB-IoU: 85.27 |  0: 51.36    |  1: 90.88    |  2: 73.05    |  3: 86.95    |  4: 66.50   
[Batch: 0241/1000] mIoU: 73.81  |  FB-IoU: 85.31 |  0: 51.36    |  1: 90.88    |  2: 73.37    |  3: 86.95    |  4: 66.50   
[Batch: 0242/1000] mIoU: 73.81  |  FB-IoU: 85.33 |  0: 51.36    |  1: 90.89    |  2: 73.37    |  3: 86.95    |  4: 66.50   
[Batch: 0243/1000] mIoU: 73.96  |  FB-IoU: 85.39 |  0: 51.36    |  1: 90.89    |  2: 73.37    |  3: 86.95    |  4: 67.25   
[Batch: 0244/1000] mIoU: 74.72  |  FB-IoU: 85.48 |  0: 55.15    |  1: 90.89    |  2: 73.37    |  3: 86.95    |  4: 67.25   
[Batch: 0245/1000] mIoU: 75.00  |  FB-IoU: 85.53 |  0: 56.53    |  1: 90.89    |  2: 73.37    |  3: 86.95    |  4: 67.25   
[Batch: 0246/1000] mIoU: 74.50  |  FB-IoU: 85.19 |  0: 56.53    |  1: 90.89    |  2: 73.37    |  3: 86.95    |  4: 64.76   
[Batch: 0247/1000] mIoU: 74.56  |  FB-IoU: 85.29 |  0: 56.53    |  1: 90.89    |  2: 73.37    |  3: 87.25    |  4: 64.76   
[Batch: 0248/1000] mIoU: 74.58  |  FB-IoU: 85.33 |  0: 56.53    |  1: 91.01    |  2: 73.37    |  3: 87.25    |  4: 64.76   
[Batch: 0249/1000] mIoU: 74.61  |  FB-IoU: 85.37 |  0: 56.53    |  1: 91.15    |  2: 73.37    |  3: 87.25    |  4: 64.76   
[Batch: 0250/1000] mIoU: 74.32  |  FB-IoU: 85.10 |  0: 56.53    |  1: 91.15    |  2: 73.37    |  3: 85.77    |  4: 64.76   
[Batch: 0251/1000] mIoU: 74.35  |  FB-IoU: 85.12 |  0: 56.53    |  1: 91.15    |  2: 73.53    |  3: 85.77    |  4: 64.76   
[Batch: 0252/1000] mIoU: 74.33  |  FB-IoU: 85.12 |  0: 56.53    |  1: 91.15    |  2: 73.53    |  3: 85.65    |  4: 64.76   
[Batch: 0253/1000] mIoU: 74.33  |  FB-IoU: 85.13 |  0: 56.58    |  1: 91.15    |  2: 73.53    |  3: 85.65    |  4: 64.76   
[Batch: 0254/1000] mIoU: 74.38  |  FB-IoU: 85.18 |  0: 56.58    |  1: 91.36    |  2: 73.53    |  3: 85.65    |  4: 64.76   
[Batch: 0255/1000] mIoU: 74.56  |  FB-IoU: 85.26 |  0: 56.58    |  1: 91.36    |  2: 74.45    |  3: 85.65    |  4: 64.76   
[Batch: 0256/1000] mIoU: 74.57  |  FB-IoU: 85.26 |  0: 56.58    |  1: 91.36    |  2: 74.45    |  3: 85.65    |  4: 64.82   
[Batch: 0257/1000] mIoU: 74.60  |  FB-IoU: 85.30 |  0: 56.58    |  1: 91.49    |  2: 74.45    |  3: 85.65    |  4: 64.82   
[Batch: 0258/1000] mIoU: 74.63  |  FB-IoU: 85.35 |  0: 56.58    |  1: 91.66    |  2: 74.45    |  3: 85.65    |  4: 64.82   
[Batch: 0259/1000] mIoU: 74.46  |  FB-IoU: 85.32 |  0: 56.58    |  1: 90.78    |  2: 74.45    |  3: 85.65    |  4: 64.82   
[Batch: 0260/1000] mIoU: 74.49  |  FB-IoU: 85.33 |  0: 56.76    |  1: 90.78    |  2: 74.45    |  3: 85.65    |  4: 64.82   
[Batch: 0261/1000] mIoU: 74.50  |  FB-IoU: 85.36 |  0: 56.76    |  1: 90.78    |  2: 74.45    |  3: 85.70    |  4: 64.82   
[Batch: 0262/1000] mIoU: 74.64  |  FB-IoU: 85.41 |  0: 56.76    |  1: 90.78    |  2: 74.45    |  3: 85.70    |  4: 65.52   
[Batch: 0263/1000] mIoU: 74.70  |  FB-IoU: 85.45 |  0: 56.76    |  1: 90.78    |  2: 74.71    |  3: 85.70    |  4: 65.52   
[Batch: 0264/1000] mIoU: 74.81  |  FB-IoU: 85.44 |  0: 57.34    |  1: 90.78    |  2: 74.71    |  3: 85.70    |  4: 65.52   
[Batch: 0265/1000] mIoU: 74.78  |  FB-IoU: 85.44 |  0: 57.17    |  1: 90.78    |  2: 74.71    |  3: 85.70    |  4: 65.52   
[Batch: 0266/1000] mIoU: 74.81  |  FB-IoU: 85.49 |  0: 57.17    |  1: 90.78    |  2: 74.71    |  3: 85.86    |  4: 65.52   
[Batch: 0267/1000] mIoU: 74.81  |  FB-IoU: 85.45 |  0: 57.17    |  1: 90.78    |  2: 74.72    |  3: 85.86    |  4: 65.52   
[Batch: 0268/1000] mIoU: 74.85  |  FB-IoU: 85.53 |  0: 57.17    |  1: 91.00    |  2: 74.72    |  3: 85.86    |  4: 65.52   
[Batch: 0269/1000] mIoU: 74.93  |  FB-IoU: 85.53 |  0: 57.56    |  1: 91.00    |  2: 74.72    |  3: 85.86    |  4: 65.52   
[Batch: 0270/1000] mIoU: 75.01  |  FB-IoU: 85.59 |  0: 57.56    |  1: 91.00    |  2: 75.12    |  3: 85.86    |  4: 65.52   
[Batch: 0271/1000] mIoU: 75.04  |  FB-IoU: 85.63 |  0: 57.56    |  1: 91.15    |  2: 75.12    |  3: 85.86    |  4: 65.52   
[Batch: 0272/1000] mIoU: 75.27  |  FB-IoU: 85.78 |  0: 57.56    |  1: 91.15    |  2: 76.28    |  3: 85.86    |  4: 65.52   
[Batch: 0273/1000] mIoU: 75.31  |  FB-IoU: 85.83 |  0: 57.56    |  1: 91.15    |  2: 76.28    |  3: 86.02    |  4: 65.52   
[Batch: 0274/1000] mIoU: 75.28  |  FB-IoU: 85.80 |  0: 57.56    |  1: 91.15    |  2: 76.28    |  3: 86.02    |  4: 65.38   
[Batch: 0275/1000] mIoU: 75.10  |  FB-IoU: 85.64 |  0: 57.56    |  1: 91.15    |  2: 75.39    |  3: 86.02    |  4: 65.38   
[Batch: 0276/1000] mIoU: 74.13  |  FB-IoU: 85.14 |  0: 52.71    |  1: 91.15    |  2: 75.39    |  3: 86.02    |  4: 65.38   
[Batch: 0277/1000] mIoU: 74.20  |  FB-IoU: 85.16 |  0: 53.05    |  1: 91.15    |  2: 75.39    |  3: 86.02    |  4: 65.38   
[Batch: 0278/1000] mIoU: 74.22  |  FB-IoU: 85.20 |  0: 53.05    |  1: 91.15    |  2: 75.39    |  3: 86.12    |  4: 65.38   
[Batch: 0279/1000] mIoU: 74.27  |  FB-IoU: 85.26 |  0: 53.05    |  1: 91.41    |  2: 75.39    |  3: 86.12    |  4: 65.38   
[Batch: 0280/1000] mIoU: 74.29  |  FB-IoU: 85.27 |  0: 53.05    |  1: 91.41    |  2: 75.47    |  3: 86.12    |  4: 65.38   
[Batch: 0281/1000] mIoU: 74.35  |  FB-IoU: 85.28 |  0: 53.36    |  1: 91.41    |  2: 75.47    |  3: 86.12    |  4: 65.38   
[Batch: 0282/1000] mIoU: 74.36  |  FB-IoU: 85.31 |  0: 53.36    |  1: 91.41    |  2: 75.47    |  3: 86.18    |  4: 65.38   
[Batch: 0283/1000] mIoU: 74.19  |  FB-IoU: 85.17 |  0: 53.36    |  1: 91.41    |  2: 75.47    |  3: 85.34    |  4: 65.38   
[Batch: 0284/1000] mIoU: 74.08  |  FB-IoU: 85.16 |  0: 53.36    |  1: 90.87    |  2: 75.47    |  3: 85.34    |  4: 65.38   
[Batch: 0285/1000] mIoU: 73.95  |  FB-IoU: 85.05 |  0: 52.70    |  1: 90.87    |  2: 75.47    |  3: 85.34    |  4: 65.38   
[Batch: 0286/1000] mIoU: 74.06  |  FB-IoU: 85.09 |  0: 52.70    |  1: 90.87    |  2: 75.47    |  3: 85.34    |  4: 65.91   
[Batch: 0287/1000] mIoU: 73.75  |  FB-IoU: 84.92 |  0: 51.15    |  1: 90.87    |  2: 75.47    |  3: 85.34    |  4: 65.91   
[Batch: 0288/1000] mIoU: 73.76  |  FB-IoU: 84.92 |  0: 51.15    |  1: 90.87    |  2: 75.54    |  3: 85.34    |  4: 65.91   
[Batch: 0289/1000] mIoU: 73.75  |  FB-IoU: 84.92 |  0: 51.15    |  1: 90.87    |  2: 75.48    |  3: 85.34    |  4: 65.91   
[Batch: 0290/1000] mIoU: 73.73  |  FB-IoU: 84.92 |  0: 51.08    |  1: 90.87    |  2: 75.48    |  3: 85.34    |  4: 65.91   
[Batch: 0291/1000] mIoU: 73.70  |  FB-IoU: 84.90 |  0: 51.08    |  1: 90.87    |  2: 75.48    |  3: 85.34    |  4: 65.73   
[Batch: 0292/1000] mIoU: 73.53  |  FB-IoU: 84.78 |  0: 51.08    |  1: 90.87    |  2: 75.48    |  3: 84.49    |  4: 65.73   
[Batch: 0293/1000] mIoU: 73.52  |  FB-IoU: 84.79 |  0: 51.08    |  1: 90.87    |  2: 75.48    |  3: 84.45    |  4: 65.73   
[Batch: 0294/1000] mIoU: 73.55  |  FB-IoU: 84.82 |  0: 51.08    |  1: 90.87    |  2: 75.60    |  3: 84.45    |  4: 65.73   
[Batch: 0295/1000] mIoU: 73.88  |  FB-IoU: 84.87 |  0: 52.73    |  1: 90.87    |  2: 75.60    |  3: 84.45    |  4: 65.73   
[Batch: 0296/1000] mIoU: 73.93  |  FB-IoU: 84.90 |  0: 52.73    |  1: 90.87    |  2: 75.60    |  3: 84.45    |  4: 65.99   
[Batch: 0297/1000] mIoU: 73.97  |  FB-IoU: 84.93 |  0: 52.73    |  1: 90.87    |  2: 75.80    |  3: 84.45    |  4: 65.99   
[Batch: 0298/1000] mIoU: 73.89  |  FB-IoU: 84.87 |  0: 52.73    |  1: 90.87    |  2: 75.80    |  3: 84.04    |  4: 65.99   
[Batch: 0299/1000] mIoU: 73.95  |  FB-IoU: 84.95 |  0: 52.73    |  1: 91.17    |  2: 75.80    |  3: 84.04    |  4: 65.99   
[Batch: 0300/1000] mIoU: 73.96  |  FB-IoU: 84.98 |  0: 52.73    |  1: 91.17    |  2: 75.80    |  3: 84.14    |  4: 65.99   
[Batch: 0301/1000] mIoU: 74.00  |  FB-IoU: 85.03 |  0: 52.73    |  1: 91.35    |  2: 75.80    |  3: 84.14    |  4: 65.99   
[Batch: 0302/1000] mIoU: 74.03  |  FB-IoU: 85.03 |  0: 52.86    |  1: 91.35    |  2: 75.80    |  3: 84.14    |  4: 65.99   
[Batch: 0303/1000] mIoU: 74.05  |  FB-IoU: 85.08 |  0: 52.86    |  1: 91.35    |  2: 75.80    |  3: 84.27    |  4: 65.99   
[Batch: 0304/1000] mIoU: 74.02  |  FB-IoU: 85.05 |  0: 52.86    |  1: 91.35    |  2: 75.65    |  3: 84.27    |  4: 65.99   
[Batch: 0305/1000] mIoU: 74.03  |  FB-IoU: 85.07 |  0: 52.86    |  1: 91.35    |  2: 75.65    |  3: 84.30    |  4: 65.99   
[Batch: 0306/1000] mIoU: 74.04  |  FB-IoU: 85.05 |  0: 52.86    |  1: 91.35    |  2: 75.73    |  3: 84.30    |  4: 65.99   
[Batch: 0307/1000] mIoU: 73.92  |  FB-IoU: 84.93 |  0: 52.86    |  1: 91.35    |  2: 75.10    |  3: 84.30    |  4: 65.99   
[Batch: 0308/1000] mIoU: 73.86  |  FB-IoU: 84.89 |  0: 52.86    |  1: 91.35    |  2: 75.10    |  3: 84.01    |  4: 65.99   
[Batch: 0309/1000] mIoU: 73.87  |  FB-IoU: 84.91 |  0: 52.86    |  1: 91.35    |  2: 75.10    |  3: 84.03    |  4: 65.99   
[Batch: 0310/1000] mIoU: 73.89  |  FB-IoU: 84.94 |  0: 52.86    |  1: 91.35    |  2: 75.22    |  3: 84.03    |  4: 65.99   
[Batch: 0311/1000] mIoU: 73.89  |  FB-IoU: 84.95 |  0: 52.86    |  1: 91.36    |  2: 75.22    |  3: 84.03    |  4: 65.99   
[Batch: 0312/1000] mIoU: 73.93  |  FB-IoU: 85.01 |  0: 52.86    |  1: 91.36    |  2: 75.22    |  3: 84.25    |  4: 65.99   
[Batch: 0313/1000] mIoU: 73.97  |  FB-IoU: 85.02 |  0: 53.02    |  1: 91.36    |  2: 75.22    |  3: 84.25    |  4: 65.99   
[Batch: 0314/1000] mIoU: 74.09  |  FB-IoU: 85.11 |  0: 53.02    |  1: 91.36    |  2: 75.82    |  3: 84.25    |  4: 65.99   
[Batch: 0315/1000] mIoU: 74.10  |  FB-IoU: 85.14 |  0: 53.02    |  1: 91.36    |  2: 75.82    |  3: 84.34    |  4: 65.99   
[Batch: 0316/1000] mIoU: 74.13  |  FB-IoU: 85.19 |  0: 53.02    |  1: 91.36    |  2: 75.82    |  3: 84.49    |  4: 65.99   
[Batch: 0317/1000] mIoU: 74.11  |  FB-IoU: 85.20 |  0: 53.02    |  1: 91.21    |  2: 75.82    |  3: 84.49    |  4: 65.99   
[Batch: 0318/1000] mIoU: 74.04  |  FB-IoU: 85.14 |  0: 53.02    |  1: 91.21    |  2: 75.49    |  3: 84.49    |  4: 65.99   
[Batch: 0319/1000] mIoU: 73.90  |  FB-IoU: 84.98 |  0: 53.02    |  1: 91.21    |  2: 74.79    |  3: 84.49    |  4: 65.99   
[Batch: 0320/1000] mIoU: 73.94  |  FB-IoU: 85.04 |  0: 53.02    |  1: 91.21    |  2: 74.79    |  3: 84.71    |  4: 65.99   
[Batch: 0321/1000] mIoU: 73.97  |  FB-IoU: 85.07 |  0: 53.02    |  1: 91.21    |  2: 74.93    |  3: 84.71    |  4: 65.99   
[Batch: 0322/1000] mIoU: 73.78  |  FB-IoU: 84.96 |  0: 52.04    |  1: 91.21    |  2: 74.93    |  3: 84.71    |  4: 65.99   
[Batch: 0323/1000] mIoU: 73.80  |  FB-IoU: 84.98 |  0: 52.04    |  1: 91.21    |  2: 75.04    |  3: 84.71    |  4: 65.99   
[Batch: 0324/1000] mIoU: 73.80  |  FB-IoU: 84.99 |  0: 52.04    |  1: 91.21    |  2: 75.04    |  3: 84.71    |  4: 66.00   
[Batch: 0325/1000] mIoU: 73.44  |  FB-IoU: 84.63 |  0: 52.04    |  1: 91.21    |  2: 73.25    |  3: 84.71    |  4: 66.00   
[Batch: 0326/1000] mIoU: 73.42  |  FB-IoU: 84.61 |  0: 52.04    |  1: 91.21    |  2: 73.15    |  3: 84.71    |  4: 66.00   
[Batch: 0327/1000] mIoU: 73.34  |  FB-IoU: 84.51 |  0: 51.64    |  1: 91.21    |  2: 73.15    |  3: 84.71    |  4: 66.00   
[Batch: 0328/1000] mIoU: 73.37  |  FB-IoU: 84.53 |  0: 51.64    |  1: 91.21    |  2: 73.15    |  3: 84.71    |  4: 66.16   
[Batch: 0329/1000] mIoU: 73.35  |  FB-IoU: 84.52 |  0: 51.64    |  1: 91.21    |  2: 73.04    |  3: 84.71    |  4: 66.16   
[Batch: 0330/1000] mIoU: 73.17  |  FB-IoU: 84.42 |  0: 51.64    |  1: 91.21    |  2: 73.04    |  3: 84.71    |  4: 65.24   
[Batch: 0331/1000] mIoU: 73.03  |  FB-IoU: 84.41 |  0: 51.64    |  1: 90.54    |  2: 73.04    |  3: 84.71    |  4: 65.24   
[Batch: 0332/1000] mIoU: 73.06  |  FB-IoU: 84.46 |  0: 51.64    |  1: 90.54    |  2: 73.04    |  3: 84.83    |  4: 65.24   
[Batch: 0333/1000] mIoU: 73.07  |  FB-IoU: 84.49 |  0: 51.64    |  1: 90.54    |  2: 73.04    |  3: 84.89    |  4: 65.24   
[Batch: 0334/1000] mIoU: 73.07  |  FB-IoU: 84.50 |  0: 51.64    |  1: 90.54    |  2: 73.05    |  3: 84.89    |  4: 65.24   
[Batch: 0335/1000] mIoU: 73.12  |  FB-IoU: 84.49 |  0: 51.64    |  1: 90.54    |  2: 73.05    |  3: 84.89    |  4: 65.49   
[Batch: 0336/1000] mIoU: 73.13  |  FB-IoU: 84.51 |  0: 51.64    |  1: 90.54    |  2: 73.05    |  3: 84.94    |  4: 65.49   
[Batch: 0337/1000] mIoU: 73.06  |  FB-IoU: 84.45 |  0: 51.64    |  1: 90.54    |  2: 72.70    |  3: 84.94    |  4: 65.49   
[Batch: 0338/1000] mIoU: 73.02  |  FB-IoU: 84.43 |  0: 51.64    |  1: 90.54    |  2: 72.70    |  3: 84.94    |  4: 65.29   
[Batch: 0339/1000] mIoU: 73.01  |  FB-IoU: 84.43 |  0: 51.64    |  1: 90.54    |  2: 72.66    |  3: 84.94    |  4: 65.29   
[Batch: 0340/1000] mIoU: 73.06  |  FB-IoU: 84.46 |  0: 51.64    |  1: 90.54    |  2: 72.66    |  3: 84.94    |  4: 65.52   
[Batch: 0341/1000] mIoU: 73.04  |  FB-IoU: 84.46 |  0: 51.53    |  1: 90.54    |  2: 72.66    |  3: 84.94    |  4: 65.52   
[Batch: 0342/1000] mIoU: 73.01  |  FB-IoU: 84.43 |  0: 51.53    |  1: 90.54    |  2: 72.50    |  3: 84.94    |  4: 65.52   
[Batch: 0343/1000] mIoU: 73.03  |  FB-IoU: 84.48 |  0: 51.53    |  1: 90.54    |  2: 72.50    |  3: 85.08    |  4: 65.52   
[Batch: 0344/1000] mIoU: 73.17  |  FB-IoU: 84.56 |  0: 51.53    |  1: 90.54    |  2: 73.18    |  3: 85.08    |  4: 65.52   
[Batch: 0345/1000] mIoU: 72.93  |  FB-IoU: 84.35 |  0: 51.53    |  1: 90.54    |  2: 73.18    |  3: 83.87    |  4: 65.52   
[Batch: 0346/1000] mIoU: 72.98  |  FB-IoU: 84.39 |  0: 51.53    |  1: 90.54    |  2: 73.45    |  3: 83.87    |  4: 65.52   
[Batch: 0347/1000] mIoU: 73.05  |  FB-IoU: 84.47 |  0: 51.53    |  1: 90.54    |  2: 73.45    |  3: 84.19    |  4: 65.52   
[Batch: 0348/1000] mIoU: 73.09  |  FB-IoU: 84.53 |  0: 51.53    |  1: 90.54    |  2: 73.45    |  3: 84.40    |  4: 65.52   
[Batch: 0349/1000] mIoU: 73.11  |  FB-IoU: 84.57 |  0: 51.53    |  1: 90.64    |  2: 73.45    |  3: 84.40    |  4: 65.52   
[Batch: 0350/1000] mIoU: 73.28  |  FB-IoU: 84.62 |  0: 51.53    |  1: 90.64    |  2: 73.45    |  3: 84.40    |  4: 66.36   
[Batch: 0351/1000] mIoU: 73.24  |  FB-IoU: 84.58 |  0: 51.53    |  1: 90.64    |  2: 73.27    |  3: 84.40    |  4: 66.36   
[Batch: 0352/1000] mIoU: 73.05  |  FB-IoU: 84.48 |  0: 51.53    |  1: 90.64    |  2: 73.27    |  3: 84.40    |  4: 65.39   
[Batch: 0353/1000] mIoU: 73.05  |  FB-IoU: 84.49 |  0: 51.53    |  1: 90.64    |  2: 73.27    |  3: 84.40    |  4: 65.39   
[Batch: 0354/1000] mIoU: 73.05  |  FB-IoU: 84.51 |  0: 51.53    |  1: 90.64    |  2: 73.27    |  3: 84.43    |  4: 65.39   
[Batch: 0355/1000] mIoU: 73.06  |  FB-IoU: 84.53 |  0: 51.53    |  1: 90.64    |  2: 73.32    |  3: 84.43    |  4: 65.39   
[Batch: 0356/1000] mIoU: 73.10  |  FB-IoU: 84.57 |  0: 51.53    |  1: 90.83    |  2: 73.32    |  3: 84.43    |  4: 65.39   
[Batch: 0357/1000] mIoU: 73.08  |  FB-IoU: 84.55 |  0: 51.53    |  1: 90.83    |  2: 73.20    |  3: 84.43    |  4: 65.39   
[Batch: 0358/1000] mIoU: 73.12  |  FB-IoU: 84.60 |  0: 51.53    |  1: 91.03    |  2: 73.20    |  3: 84.43    |  4: 65.39   
[Batch: 0359/1000] mIoU: 73.14  |  FB-IoU: 84.62 |  0: 51.53    |  1: 91.03    |  2: 73.32    |  3: 84.43    |  4: 65.39   
[Batch: 0360/1000] mIoU: 73.15  |  FB-IoU: 84.64 |  0: 51.53    |  1: 91.03    |  2: 73.32    |  3: 84.43    |  4: 65.45   
[Batch: 0361/1000] mIoU: 73.16  |  FB-IoU: 84.64 |  0: 51.54    |  1: 91.03    |  2: 73.32    |  3: 84.43    |  4: 65.45   
[Batch: 0362/1000] mIoU: 73.18  |  FB-IoU: 84.66 |  0: 51.68    |  1: 91.03    |  2: 73.32    |  3: 84.43    |  4: 65.45   
[Batch: 0363/1000] mIoU: 73.20  |  FB-IoU: 84.67 |  0: 51.68    |  1: 91.03    |  2: 73.32    |  3: 84.43    |  4: 65.53   
[Batch: 0364/1000] mIoU: 73.21  |  FB-IoU: 84.69 |  0: 51.68    |  1: 91.03    |  2: 73.39    |  3: 84.43    |  4: 65.53   
[Batch: 0365/1000] mIoU: 73.26  |  FB-IoU: 84.73 |  0: 51.68    |  1: 91.03    |  2: 73.62    |  3: 84.43    |  4: 65.53   
[Batch: 0366/1000] mIoU: 73.28  |  FB-IoU: 84.75 |  0: 51.68    |  1: 91.03    |  2: 73.75    |  3: 84.43    |  4: 65.53   
[Batch: 0367/1000] mIoU: 73.29  |  FB-IoU: 84.77 |  0: 51.68    |  1: 91.05    |  2: 73.75    |  3: 84.43    |  4: 65.53   
[Batch: 0368/1000] mIoU: 73.32  |  FB-IoU: 84.77 |  0: 51.68    |  1: 91.05    |  2: 73.75    |  3: 84.43    |  4: 65.68   
[Batch: 0369/1000] mIoU: 73.30  |  FB-IoU: 84.77 |  0: 51.68    |  1: 91.05    |  2: 73.75    |  3: 84.43    |  4: 65.57   
[Batch: 0370/1000] mIoU: 73.29  |  FB-IoU: 84.78 |  0: 51.68    |  1: 91.04    |  2: 73.75    |  3: 84.43    |  4: 65.57   
[Batch: 0371/1000] mIoU: 73.09  |  FB-IoU: 84.58 |  0: 51.68    |  1: 91.04    |  2: 72.75    |  3: 84.43    |  4: 65.57   
[Batch: 0372/1000] mIoU: 73.03  |  FB-IoU: 84.55 |  0: 51.68    |  1: 91.04    |  2: 72.75    |  3: 84.43    |  4: 65.24   
[Batch: 0373/1000] mIoU: 73.04  |  FB-IoU: 84.56 |  0: 51.68    |  1: 91.04    |  2: 72.75    |  3: 84.43    |  4: 65.29   
[Batch: 0374/1000] mIoU: 73.07  |  FB-IoU: 84.58 |  0: 51.68    |  1: 91.04    |  2: 72.75    |  3: 84.43    |  4: 65.46   
[Batch: 0375/1000] mIoU: 73.14  |  FB-IoU: 84.63 |  0: 51.68    |  1: 91.04    |  2: 73.08    |  3: 84.43    |  4: 65.46   
[Batch: 0376/1000] mIoU: 73.32  |  FB-IoU: 84.66 |  0: 52.60    |  1: 91.04    |  2: 73.08    |  3: 84.43    |  4: 65.46   
[Batch: 0377/1000] mIoU: 72.94  |  FB-IoU: 84.47 |  0: 50.68    |  1: 91.04    |  2: 73.08    |  3: 84.43    |  4: 65.46   
[Batch: 0378/1000] mIoU: 72.86  |  FB-IoU: 84.39 |  0: 50.68    |  1: 91.04    |  2: 72.70    |  3: 84.43    |  4: 65.46   
[Batch: 0379/1000] mIoU: 72.87  |  FB-IoU: 84.39 |  0: 50.68    |  1: 91.04    |  2: 72.74    |  3: 84.43    |  4: 65.46   
[Batch: 0380/1000] mIoU: 72.68  |  FB-IoU: 84.23 |  0: 50.68    |  1: 91.04    |  2: 72.74    |  3: 83.49    |  4: 65.46   
[Batch: 0381/1000] mIoU: 72.25  |  FB-IoU: 84.07 |  0: 50.68    |  1: 88.87    |  2: 72.74    |  3: 83.49    |  4: 65.46   
[Batch: 0382/1000] mIoU: 72.28  |  FB-IoU: 84.10 |  0: 50.68    |  1: 89.02    |  2: 72.74    |  3: 83.49    |  4: 65.46   
[Batch: 0383/1000] mIoU: 72.25  |  FB-IoU: 84.08 |  0: 50.68    |  1: 89.02    |  2: 72.74    |  3: 83.33    |  4: 65.46   
[Batch: 0384/1000] mIoU: 72.20  |  FB-IoU: 84.03 |  0: 50.68    |  1: 89.02    |  2: 72.49    |  3: 83.33    |  4: 65.46   
[Batch: 0385/1000] mIoU: 72.18  |  FB-IoU: 84.03 |  0: 50.68    |  1: 89.02    |  2: 72.49    |  3: 83.33    |  4: 65.37   
[Batch: 0386/1000] mIoU: 72.18  |  FB-IoU: 84.03 |  0: 50.68    |  1: 89.02    |  2: 72.50    |  3: 83.33    |  4: 65.37   
[Batch: 0387/1000] mIoU: 72.17  |  FB-IoU: 84.03 |  0: 50.64    |  1: 89.02    |  2: 72.50    |  3: 83.33    |  4: 65.37   
[Batch: 0388/1000] mIoU: 72.22  |  FB-IoU: 84.09 |  0: 50.64    |  1: 89.02    |  2: 72.50    |  3: 83.56    |  4: 65.37   
[Batch: 0389/1000] mIoU: 72.05  |  FB-IoU: 84.01 |  0: 49.82    |  1: 89.02    |  2: 72.50    |  3: 83.56    |  4: 65.37   
[Batch: 0390/1000] mIoU: 72.07  |  FB-IoU: 84.03 |  0: 49.82    |  1: 89.02    |  2: 72.60    |  3: 83.56    |  4: 65.37   
[Batch: 0391/1000] mIoU: 72.09  |  FB-IoU: 84.06 |  0: 49.82    |  1: 89.02    |  2: 72.60    |  3: 83.62    |  4: 65.37   
[Batch: 0392/1000] mIoU: 72.09  |  FB-IoU: 84.07 |  0: 49.82    |  1: 89.05    |  2: 72.60    |  3: 83.62    |  4: 65.37   
[Batch: 0393/1000] mIoU: 72.15  |  FB-IoU: 84.14 |  0: 49.82    |  1: 89.05    |  2: 72.60    |  3: 83.89    |  4: 65.37   
[Batch: 0394/1000] mIoU: 72.17  |  FB-IoU: 84.18 |  0: 49.82    |  1: 89.05    |  2: 72.60    |  3: 83.99    |  4: 65.37   
[Batch: 0395/1000] mIoU: 72.21  |  FB-IoU: 84.18 |  0: 49.82    |  1: 89.05    |  2: 72.60    |  3: 83.99    |  4: 65.60   
[Batch: 0396/1000] mIoU: 72.24  |  FB-IoU: 84.19 |  0: 49.82    |  1: 89.05    |  2: 72.60    |  3: 83.99    |  4: 65.72   
[Batch: 0397/1000] mIoU: 72.21  |  FB-IoU: 84.19 |  0: 49.70    |  1: 89.05    |  2: 72.60    |  3: 83.99    |  4: 65.72   
[Batch: 0398/1000] mIoU: 72.17  |  FB-IoU: 84.16 |  0: 49.70    |  1: 89.05    |  2: 72.60    |  3: 83.76    |  4: 65.72   
[Batch: 0399/1000] mIoU: 72.20  |  FB-IoU: 84.21 |  0: 49.70    |  1: 89.05    |  2: 72.60    |  3: 83.92    |  4: 65.72   
[Batch: 0400/1000] mIoU: 72.19  |  FB-IoU: 84.20 |  0: 49.70    |  1: 89.05    |  2: 72.60    |  3: 83.92    |  4: 65.67   
[Batch: 0401/1000] mIoU: 72.16  |  FB-IoU: 84.19 |  0: 49.54    |  1: 89.05    |  2: 72.60    |  3: 83.92    |  4: 65.67   
[Batch: 0402/1000] mIoU: 72.16  |  FB-IoU: 84.21 |  0: 49.54    |  1: 89.05    |  2: 72.60    |  3: 83.95    |  4: 65.67   
[Batch: 0403/1000] mIoU: 72.17  |  FB-IoU: 84.20 |  0: 49.58    |  1: 89.05    |  2: 72.60    |  3: 83.95    |  4: 65.67   
[Batch: 0404/1000] mIoU: 72.18  |  FB-IoU: 84.22 |  0: 49.58    |  1: 89.07    |  2: 72.60    |  3: 83.95    |  4: 65.67   
[Batch: 0405/1000] mIoU: 72.00  |  FB-IoU: 84.17 |  0: 49.58    |  1: 88.19    |  2: 72.60    |  3: 83.95    |  4: 65.67   
[Batch: 0406/1000] mIoU: 72.05  |  FB-IoU: 84.24 |  0: 49.58    |  1: 88.19    |  2: 72.60    |  3: 84.22    |  4: 65.67   
[Batch: 0407/1000] mIoU: 72.11  |  FB-IoU: 84.32 |  0: 49.58    |  1: 88.19    |  2: 72.60    |  3: 84.49    |  4: 65.67   
[Batch: 0408/1000] mIoU: 72.13  |  FB-IoU: 84.32 |  0: 49.70    |  1: 88.19    |  2: 72.60    |  3: 84.49    |  4: 65.67   
[Batch: 0409/1000] mIoU: 71.94  |  FB-IoU: 84.20 |  0: 48.72    |  1: 88.19    |  2: 72.60    |  3: 84.49    |  4: 65.67   
[Batch: 0410/1000] mIoU: 71.95  |  FB-IoU: 84.22 |  0: 48.72    |  1: 88.25    |  2: 72.60    |  3: 84.49    |  4: 65.67   
[Batch: 0411/1000] mIoU: 71.86  |  FB-IoU: 84.13 |  0: 48.72    |  1: 88.25    |  2: 72.14    |  3: 84.49    |  4: 65.67   
[Batch: 0412/1000] mIoU: 71.86  |  FB-IoU: 84.14 |  0: 48.72    |  1: 88.25    |  2: 72.14    |  3: 84.49    |  4: 65.72   
[Batch: 0413/1000] mIoU: 71.83  |  FB-IoU: 84.12 |  0: 48.72    |  1: 88.25    |  2: 71.99    |  3: 84.49    |  4: 65.72   
[Batch: 0414/1000] mIoU: 71.89  |  FB-IoU: 84.16 |  0: 48.72    |  1: 88.51    |  2: 71.99    |  3: 84.49    |  4: 65.72   
[Batch: 0415/1000] mIoU: 71.93  |  FB-IoU: 84.22 |  0: 48.72    |  1: 88.51    |  2: 71.99    |  3: 84.69    |  4: 65.72   
[Batch: 0416/1000] mIoU: 71.98  |  FB-IoU: 84.30 |  0: 48.72    |  1: 88.51    |  2: 71.99    |  3: 84.94    |  4: 65.72   
[Batch: 0417/1000] mIoU: 72.00  |  FB-IoU: 84.31 |  0: 48.72    |  1: 88.51    |  2: 71.99    |  3: 84.94    |  4: 65.83   
[Batch: 0418/1000] mIoU: 71.96  |  FB-IoU: 84.31 |  0: 48.72    |  1: 88.34    |  2: 71.99    |  3: 84.94    |  4: 65.83   
[Batch: 0419/1000] mIoU: 71.88  |  FB-IoU: 84.24 |  0: 48.72    |  1: 88.34    |  2: 71.99    |  3: 84.51    |  4: 65.83   
[Batch: 0420/1000] mIoU: 71.85  |  FB-IoU: 84.23 |  0: 48.72    |  1: 88.34    |  2: 71.99    |  3: 84.39    |  4: 65.83   
[Batch: 0421/1000] mIoU: 72.00  |  FB-IoU: 84.25 |  0: 48.72    |  1: 88.34    |  2: 71.99    |  3: 84.39    |  4: 66.54   
[Batch: 0422/1000] mIoU: 72.05  |  FB-IoU: 84.27 |  0: 48.72    |  1: 88.34    |  2: 71.99    |  3: 84.39    |  4: 66.84   
[Batch: 0423/1000] mIoU: 71.84  |  FB-IoU: 84.04 |  0: 48.72    |  1: 88.34    |  2: 70.90    |  3: 84.39    |  4: 66.84   
[Batch: 0424/1000] mIoU: 71.57  |  FB-IoU: 83.95 |  0: 48.72    |  1: 87.02    |  2: 70.90    |  3: 84.39    |  4: 66.84   
[Batch: 0425/1000] mIoU: 71.69  |  FB-IoU: 83.95 |  0: 49.31    |  1: 87.02    |  2: 70.90    |  3: 84.39    |  4: 66.84   
[Batch: 0426/1000] mIoU: 71.68  |  FB-IoU: 83.95 |  0: 49.28    |  1: 87.02    |  2: 70.90    |  3: 84.39    |  4: 66.84   
[Batch: 0427/1000] mIoU: 71.50  |  FB-IoU: 83.78 |  0: 49.28    |  1: 87.02    |  2: 70.90    |  3: 83.48    |  4: 66.84   
[Batch: 0428/1000] mIoU: 71.51  |  FB-IoU: 83.79 |  0: 49.28    |  1: 87.02    |  2: 70.93    |  3: 83.48    |  4: 66.84   
[Batch: 0429/1000] mIoU: 71.58  |  FB-IoU: 83.81 |  0: 49.28    |  1: 87.02    |  2: 70.93    |  3: 83.48    |  4: 67.17   
[Batch: 0430/1000] mIoU: 71.66  |  FB-IoU: 83.84 |  0: 49.28    |  1: 87.02    |  2: 71.35    |  3: 83.48    |  4: 67.17   
[Batch: 0431/1000] mIoU: 71.66  |  FB-IoU: 83.86 |  0: 49.28    |  1: 87.02    |  2: 71.35    |  3: 83.49    |  4: 67.17   
[Batch: 0432/1000] mIoU: 71.66  |  FB-IoU: 83.86 |  0: 49.28    |  1: 87.02    |  2: 71.35    |  3: 83.49    |  4: 67.15   
[Batch: 0433/1000] mIoU: 71.68  |  FB-IoU: 83.87 |  0: 49.28    |  1: 87.02    |  2: 71.44    |  3: 83.49    |  4: 67.15   
[Batch: 0434/1000] mIoU: 71.87  |  FB-IoU: 83.84 |  0: 50.26    |  1: 87.02    |  2: 71.44    |  3: 83.49    |  4: 67.15   
[Batch: 0435/1000] mIoU: 71.85  |  FB-IoU: 83.82 |  0: 50.26    |  1: 87.02    |  2: 71.31    |  3: 83.49    |  4: 67.15   
[Batch: 0436/1000] mIoU: 71.81  |  FB-IoU: 83.76 |  0: 50.26    |  1: 87.02    |  2: 71.10    |  3: 83.49    |  4: 67.15   
[Batch: 0437/1000] mIoU: 71.77  |  FB-IoU: 83.76 |  0: 50.26    |  1: 86.83    |  2: 71.10    |  3: 83.49    |  4: 67.15   
[Batch: 0438/1000] mIoU: 71.77  |  FB-IoU: 83.77 |  0: 50.26    |  1: 86.83    |  2: 71.10    |  3: 83.49    |  4: 67.15   
[Batch: 0439/1000] mIoU: 71.88  |  FB-IoU: 83.80 |  0: 50.26    |  1: 86.83    |  2: 71.10    |  3: 83.49    |  4: 67.74   
[Batch: 0440/1000] mIoU: 71.90  |  FB-IoU: 83.82 |  0: 50.26    |  1: 86.83    |  2: 71.17    |  3: 83.49    |  4: 67.74   
[Batch: 0441/1000] mIoU: 71.90  |  FB-IoU: 83.83 |  0: 50.26    |  1: 86.83    |  2: 71.17    |  3: 83.49    |  4: 67.77   
[Batch: 0442/1000] mIoU: 71.87  |  FB-IoU: 83.80 |  0: 50.26    |  1: 86.83    |  2: 71.00    |  3: 83.49    |  4: 67.77   
[Batch: 0443/1000] mIoU: 71.93  |  FB-IoU: 83.84 |  0: 50.26    |  1: 86.83    |  2: 71.32    |  3: 83.49    |  4: 67.77   
[Batch: 0444/1000] mIoU: 71.96  |  FB-IoU: 83.87 |  0: 50.26    |  1: 86.83    |  2: 71.46    |  3: 83.49    |  4: 67.77   
[Batch: 0445/1000] mIoU: 71.83  |  FB-IoU: 83.79 |  0: 49.63    |  1: 86.83    |  2: 71.46    |  3: 83.49    |  4: 67.77   
[Batch: 0446/1000] mIoU: 71.80  |  FB-IoU: 83.73 |  0: 49.63    |  1: 86.83    |  2: 71.46    |  3: 83.49    |  4: 67.61   
[Batch: 0447/1000] mIoU: 71.79  |  FB-IoU: 83.72 |  0: 49.63    |  1: 86.83    |  2: 71.40    |  3: 83.49    |  4: 67.61   
[Batch: 0448/1000] mIoU: 71.81  |  FB-IoU: 83.74 |  0: 49.63    |  1: 86.83    |  2: 71.49    |  3: 83.49    |  4: 67.61   
[Batch: 0449/1000] mIoU: 71.95  |  FB-IoU: 83.74 |  0: 50.31    |  1: 86.83    |  2: 71.49    |  3: 83.49    |  4: 67.61   
[Batch: 0450/1000] mIoU: 71.82  |  FB-IoU: 83.60 |  0: 50.31    |  1: 86.83    |  2: 70.86    |  3: 83.49    |  4: 67.61   
[Batch: 0451/1000] mIoU: 71.55  |  FB-IoU: 83.35 |  0: 50.31    |  1: 86.83    |  2: 70.86    |  3: 82.15    |  4: 67.61   
[Batch: 0452/1000] mIoU: 71.58  |  FB-IoU: 83.36 |  0: 50.44    |  1: 86.83    |  2: 70.86    |  3: 82.15    |  4: 67.61   
[Batch: 0453/1000] mIoU: 71.61  |  FB-IoU: 83.37 |  0: 50.60    |  1: 86.83    |  2: 70.86    |  3: 82.15    |  4: 67.61   
[Batch: 0454/1000] mIoU: 71.50  |  FB-IoU: 83.31 |  0: 50.02    |  1: 86.83    |  2: 70.86    |  3: 82.15    |  4: 67.61   
[Batch: 0455/1000] mIoU: 71.53  |  FB-IoU: 83.33 |  0: 50.02    |  1: 86.83    |  2: 70.86    |  3: 82.15    |  4: 67.77   
[Batch: 0456/1000] mIoU: 71.61  |  FB-IoU: 83.34 |  0: 50.42    |  1: 86.83    |  2: 70.86    |  3: 82.15    |  4: 67.77   
[Batch: 0457/1000] mIoU: 71.49  |  FB-IoU: 83.26 |  0: 49.83    |  1: 86.83    |  2: 70.86    |  3: 82.15    |  4: 67.77   
[Batch: 0458/1000] mIoU: 71.50  |  FB-IoU: 83.24 |  0: 49.89    |  1: 86.83    |  2: 70.86    |  3: 82.15    |  4: 67.77   
[Batch: 0459/1000] mIoU: 71.55  |  FB-IoU: 83.22 |  0: 49.89    |  1: 86.83    |  2: 70.86    |  3: 82.15    |  4: 68.04   
[Batch: 0460/1000] mIoU: 71.51  |  FB-IoU: 83.22 |  0: 49.89    |  1: 86.62    |  2: 70.86    |  3: 82.15    |  4: 68.04   
[Batch: 0461/1000] mIoU: 71.58  |  FB-IoU: 83.24 |  0: 49.89    |  1: 86.62    |  2: 70.86    |  3: 82.15    |  4: 68.39   
[Batch: 0462/1000] mIoU: 71.50  |  FB-IoU: 83.17 |  0: 49.89    |  1: 86.62    |  2: 70.86    |  3: 81.74    |  4: 68.39   
[Batch: 0463/1000] mIoU: 71.51  |  FB-IoU: 83.17 |  0: 49.89    |  1: 86.62    |  2: 70.90    |  3: 81.74    |  4: 68.39   
[Batch: 0464/1000] mIoU: 71.39  |  FB-IoU: 83.12 |  0: 49.89    |  1: 86.62    |  2: 70.90    |  3: 81.74    |  4: 67.83   
[Batch: 0465/1000] mIoU: 71.46  |  FB-IoU: 83.15 |  0: 49.89    |  1: 86.62    |  2: 70.90    |  3: 81.74    |  4: 68.18   
[Batch: 0466/1000] mIoU: 71.42  |  FB-IoU: 83.12 |  0: 49.89    |  1: 86.62    |  2: 70.90    |  3: 81.54    |  4: 68.18   
[Batch: 0467/1000] mIoU: 71.44  |  FB-IoU: 83.13 |  0: 50.00    |  1: 86.62    |  2: 70.90    |  3: 81.54    |  4: 68.18   
[Batch: 0468/1000] mIoU: 71.46  |  FB-IoU: 83.14 |  0: 50.06    |  1: 86.62    |  2: 70.90    |  3: 81.54    |  4: 68.18   
[Batch: 0469/1000] mIoU: 71.48  |  FB-IoU: 83.16 |  0: 50.06    |  1: 86.62    |  2: 71.00    |  3: 81.54    |  4: 68.18   
[Batch: 0470/1000] mIoU: 71.49  |  FB-IoU: 83.17 |  0: 50.06    |  1: 86.62    |  2: 71.08    |  3: 81.54    |  4: 68.18   
[Batch: 0471/1000] mIoU: 71.24  |  FB-IoU: 83.04 |  0: 50.06    |  1: 86.62    |  2: 71.08    |  3: 81.54    |  4: 66.91   
[Batch: 0472/1000] mIoU: 71.28  |  FB-IoU: 83.07 |  0: 50.06    |  1: 86.62    |  2: 71.26    |  3: 81.54    |  4: 66.91   
[Batch: 0473/1000] mIoU: 71.29  |  FB-IoU: 83.09 |  0: 50.06    |  1: 86.62    |  2: 71.26    |  3: 81.59    |  4: 66.91   
[Batch: 0474/1000] mIoU: 71.07  |  FB-IoU: 82.96 |  0: 50.06    |  1: 86.62    |  2: 71.26    |  3: 81.59    |  4: 65.81   
[Batch: 0475/1000] mIoU: 71.12  |  FB-IoU: 83.02 |  0: 50.06    |  1: 86.62    |  2: 71.26    |  3: 81.84    |  4: 65.81   
[Batch: 0476/1000] mIoU: 71.19  |  FB-IoU: 83.08 |  0: 50.06    |  1: 86.99    |  2: 71.26    |  3: 81.84    |  4: 65.81   
[Batch: 0477/1000] mIoU: 71.19  |  FB-IoU: 83.07 |  0: 50.05    |  1: 86.99    |  2: 71.26    |  3: 81.84    |  4: 65.81   
[Batch: 0478/1000] mIoU: 71.21  |  FB-IoU: 83.09 |  0: 50.05    |  1: 86.99    |  2: 71.38    |  3: 81.84    |  4: 65.81   
[Batch: 0479/1000] mIoU: 71.15  |  FB-IoU: 83.04 |  0: 50.05    |  1: 86.99    |  2: 71.38    |  3: 81.53    |  4: 65.81   
[Batch: 0480/1000] mIoU: 71.17  |  FB-IoU: 83.06 |  0: 50.05    |  1: 87.08    |  2: 71.38    |  3: 81.53    |  4: 65.81   
[Batch: 0481/1000] mIoU: 71.25  |  FB-IoU: 83.09 |  0: 50.05    |  1: 87.08    |  2: 71.38    |  3: 81.53    |  4: 66.20   
[Batch: 0482/1000] mIoU: 71.33  |  FB-IoU: 83.15 |  0: 50.05    |  1: 87.49    |  2: 71.38    |  3: 81.53    |  4: 66.20   
[Batch: 0483/1000] mIoU: 71.35  |  FB-IoU: 83.17 |  0: 50.05    |  1: 87.49    |  2: 71.38    |  3: 81.53    |  4: 66.28   
[Batch: 0484/1000] mIoU: 71.36  |  FB-IoU: 83.18 |  0: 50.05    |  1: 87.49    |  2: 71.38    |  3: 81.53    |  4: 66.34   
[Batch: 0485/1000] mIoU: 71.28  |  FB-IoU: 83.12 |  0: 49.65    |  1: 87.49    |  2: 71.38    |  3: 81.53    |  4: 66.34   
[Batch: 0486/1000] mIoU: 71.24  |  FB-IoU: 83.05 |  0: 49.45    |  1: 87.49    |  2: 71.38    |  3: 81.53    |  4: 66.34   
[Batch: 0487/1000] mIoU: 71.38  |  FB-IoU: 83.10 |  0: 49.45    |  1: 87.49    |  2: 71.38    |  3: 81.53    |  4: 67.06   
[Batch: 0488/1000] mIoU: 71.53  |  FB-IoU: 83.15 |  0: 49.45    |  1: 87.49    |  2: 71.38    |  3: 81.53    |  4: 67.79   
[Batch: 0489/1000] mIoU: 71.53  |  FB-IoU: 83.15 |  0: 49.45    |  1: 87.49    |  2: 71.38    |  3: 81.53    |  4: 67.80   
[Batch: 0490/1000] mIoU: 71.55  |  FB-IoU: 83.19 |  0: 49.45    |  1: 87.49    |  2: 71.38    |  3: 81.64    |  4: 67.80   
[Batch: 0491/1000] mIoU: 71.58  |  FB-IoU: 83.22 |  0: 49.45    |  1: 87.64    |  2: 71.38    |  3: 81.64    |  4: 67.80   
[Batch: 0492/1000] mIoU: 71.62  |  FB-IoU: 83.21 |  0: 49.65    |  1: 87.64    |  2: 71.38    |  3: 81.64    |  4: 67.80   
[Batch: 0493/1000] mIoU: 71.65  |  FB-IoU: 83.24 |  0: 49.65    |  1: 87.64    |  2: 71.38    |  3: 81.79    |  4: 67.80   
[Batch: 0494/1000] mIoU: 71.63  |  FB-IoU: 83.23 |  0: 49.65    |  1: 87.64    |  2: 71.38    |  3: 81.79    |  4: 67.70   
[Batch: 0495/1000] mIoU: 71.68  |  FB-IoU: 83.28 |  0: 49.65    |  1: 87.87    |  2: 71.38    |  3: 81.79    |  4: 67.70   
[Batch: 0496/1000] mIoU: 71.55  |  FB-IoU: 83.17 |  0: 49.65    |  1: 87.87    |  2: 71.38    |  3: 81.16    |  4: 67.70   
[Batch: 0497/1000] mIoU: 71.58  |  FB-IoU: 83.20 |  0: 49.65    |  1: 87.87    |  2: 71.38    |  3: 81.29    |  4: 67.70   
[Batch: 0498/1000] mIoU: 71.59  |  FB-IoU: 83.23 |  0: 49.65    |  1: 87.87    |  2: 71.38    |  3: 81.37    |  4: 67.70   
[Batch: 0499/1000] mIoU: 71.60  |  FB-IoU: 83.24 |  0: 49.65    |  1: 87.87    |  2: 71.42    |  3: 81.37    |  4: 67.70   
[Batch: 0500/1000] mIoU: 71.63  |  FB-IoU: 83.27 |  0: 49.65    |  1: 88.00    |  2: 71.42    |  3: 81.37    |  4: 67.70   
[Batch: 0501/1000] mIoU: 71.63  |  FB-IoU: 83.28 |  0: 49.65    |  1: 88.02    |  2: 71.42    |  3: 81.37    |  4: 67.70   
[Batch: 0502/1000] mIoU: 71.61  |  FB-IoU: 83.27 |  0: 49.65    |  1: 88.02    |  2: 71.42    |  3: 81.37    |  4: 67.60   
[Batch: 0503/1000] mIoU: 71.63  |  FB-IoU: 83.30 |  0: 49.65    |  1: 88.13    |  2: 71.42    |  3: 81.37    |  4: 67.60   
[Batch: 0504/1000] mIoU: 71.66  |  FB-IoU: 83.33 |  0: 49.65    |  1: 88.27    |  2: 71.42    |  3: 81.37    |  4: 67.60   
[Batch: 0505/1000] mIoU: 71.67  |  FB-IoU: 83.34 |  0: 49.65    |  1: 88.27    |  2: 71.42    |  3: 81.37    |  4: 67.64   
[Batch: 0506/1000] mIoU: 71.67  |  FB-IoU: 83.34 |  0: 49.65    |  1: 88.27    |  2: 71.41    |  3: 81.37    |  4: 67.64   
[Batch: 0507/1000] mIoU: 71.70  |  FB-IoU: 83.37 |  0: 49.65    |  1: 88.27    |  2: 71.41    |  3: 81.51    |  4: 67.64   
[Batch: 0508/1000] mIoU: 72.10  |  FB-IoU: 83.43 |  0: 51.69    |  1: 88.27    |  2: 71.41    |  3: 81.51    |  4: 67.64   
[Batch: 0509/1000] mIoU: 72.10  |  FB-IoU: 83.44 |  0: 51.69    |  1: 88.27    |  2: 71.41    |  3: 81.51    |  4: 67.64   
[Batch: 0510/1000] mIoU: 72.12  |  FB-IoU: 83.46 |  0: 51.69    |  1: 88.33    |  2: 71.41    |  3: 81.51    |  4: 67.64   
[Batch: 0511/1000] mIoU: 72.13  |  FB-IoU: 83.47 |  0: 51.69    |  1: 88.33    |  2: 71.47    |  3: 81.51    |  4: 67.64   
[Batch: 0512/1000] mIoU: 72.14  |  FB-IoU: 83.48 |  0: 51.69    |  1: 88.33    |  2: 71.54    |  3: 81.51    |  4: 67.64   
[Batch: 0513/1000] mIoU: 72.16  |  FB-IoU: 83.50 |  0: 51.69    |  1: 88.33    |  2: 71.54    |  3: 81.51    |  4: 67.73   
[Batch: 0514/1000] mIoU: 72.16  |  FB-IoU: 83.50 |  0: 51.69    |  1: 88.33    |  2: 71.56    |  3: 81.51    |  4: 67.73   
[Batch: 0515/1000] mIoU: 72.21  |  FB-IoU: 83.52 |  0: 51.69    |  1: 88.33    |  2: 71.56    |  3: 81.51    |  4: 67.96   
[Batch: 0516/1000] mIoU: 72.18  |  FB-IoU: 83.51 |  0: 51.57    |  1: 88.33    |  2: 71.56    |  3: 81.51    |  4: 67.96   
[Batch: 0517/1000] mIoU: 72.20  |  FB-IoU: 83.52 |  0: 51.57    |  1: 88.33    |  2: 71.63    |  3: 81.51    |  4: 67.96   
[Batch: 0518/1000] mIoU: 72.22  |  FB-IoU: 83.54 |  0: 51.57    |  1: 88.33    |  2: 71.72    |  3: 81.51    |  4: 67.96   
[Batch: 0519/1000] mIoU: 72.17  |  FB-IoU: 83.52 |  0: 51.32    |  1: 88.33    |  2: 71.72    |  3: 81.51    |  4: 67.96   
[Batch: 0520/1000] mIoU: 72.18  |  FB-IoU: 83.52 |  0: 51.32    |  1: 88.33    |  2: 71.72    |  3: 81.51    |  4: 68.00   
[Batch: 0521/1000] mIoU: 72.19  |  FB-IoU: 83.54 |  0: 51.32    |  1: 88.33    |  2: 71.72    |  3: 81.56    |  4: 68.00   
[Batch: 0522/1000] mIoU: 72.20  |  FB-IoU: 83.56 |  0: 51.32    |  1: 88.39    |  2: 71.72    |  3: 81.56    |  4: 68.00   
[Batch: 0523/1000] mIoU: 72.21  |  FB-IoU: 83.57 |  0: 51.32    |  1: 88.39    |  2: 71.72    |  3: 81.56    |  4: 68.03   
[Batch: 0524/1000] mIoU: 72.23  |  FB-IoU: 83.60 |  0: 51.32    |  1: 88.39    |  2: 71.72    |  3: 81.68    |  4: 68.03   
[Batch: 0525/1000] mIoU: 72.27  |  FB-IoU: 83.63 |  0: 51.32    |  1: 88.39    |  2: 71.93    |  3: 81.68    |  4: 68.03   
[Batch: 0526/1000] mIoU: 72.28  |  FB-IoU: 83.64 |  0: 51.32    |  1: 88.39    |  2: 71.93    |  3: 81.70    |  4: 68.03   
[Batch: 0527/1000] mIoU: 72.30  |  FB-IoU: 83.66 |  0: 51.32    |  1: 88.51    |  2: 71.93    |  3: 81.70    |  4: 68.03   
[Batch: 0528/1000] mIoU: 72.31  |  FB-IoU: 83.68 |  0: 51.32    |  1: 88.51    |  2: 71.93    |  3: 81.74    |  4: 68.03   
[Batch: 0529/1000] mIoU: 72.34  |  FB-IoU: 83.72 |  0: 51.32    |  1: 88.51    |  2: 71.93    |  3: 81.90    |  4: 68.03   
[Batch: 0530/1000] mIoU: 72.36  |  FB-IoU: 83.73 |  0: 51.32    |  1: 88.51    |  2: 71.93    |  3: 81.90    |  4: 68.12   
[Batch: 0531/1000] mIoU: 72.38  |  FB-IoU: 83.76 |  0: 51.32    |  1: 88.62    |  2: 71.93    |  3: 81.90    |  4: 68.12   
[Batch: 0532/1000] mIoU: 72.40  |  FB-IoU: 83.77 |  0: 51.45    |  1: 88.62    |  2: 71.93    |  3: 81.90    |  4: 68.12   
[Batch: 0533/1000] mIoU: 72.36  |  FB-IoU: 83.73 |  0: 51.45    |  1: 88.62    |  2: 71.71    |  3: 81.90    |  4: 68.12   
[Batch: 0534/1000] mIoU: 72.36  |  FB-IoU: 83.73 |  0: 51.45    |  1: 88.62    |  2: 71.71    |  3: 81.90    |  4: 68.11   
[Batch: 0535/1000] mIoU: 72.42  |  FB-IoU: 83.75 |  0: 51.75    |  1: 88.62    |  2: 71.71    |  3: 81.90    |  4: 68.11   
[Batch: 0536/1000] mIoU: 72.42  |  FB-IoU: 83.76 |  0: 51.75    |  1: 88.62    |  2: 71.75    |  3: 81.90    |  4: 68.11   
[Batch: 0537/1000] mIoU: 72.46  |  FB-IoU: 83.80 |  0: 51.75    |  1: 88.83    |  2: 71.75    |  3: 81.90    |  4: 68.11   
[Batch: 0538/1000] mIoU: 72.47  |  FB-IoU: 83.79 |  0: 51.75    |  1: 88.83    |  2: 71.75    |  3: 81.90    |  4: 68.11   
[Batch: 0539/1000] mIoU: 72.47  |  FB-IoU: 83.80 |  0: 51.75    |  1: 88.83    |  2: 71.75    |  3: 81.90    |  4: 68.11   
[Batch: 0540/1000] mIoU: 72.51  |  FB-IoU: 83.84 |  0: 51.75    |  1: 89.07    |  2: 71.75    |  3: 81.90    |  4: 68.11   
[Batch: 0541/1000] mIoU: 72.52  |  FB-IoU: 83.86 |  0: 51.75    |  1: 89.11    |  2: 71.75    |  3: 81.90    |  4: 68.11   
[Batch: 0542/1000] mIoU: 72.48  |  FB-IoU: 83.84 |  0: 51.75    |  1: 89.11    |  2: 71.75    |  3: 81.90    |  4: 67.92   
[Batch: 0543/1000] mIoU: 72.50  |  FB-IoU: 83.86 |  0: 51.75    |  1: 89.11    |  2: 71.75    |  3: 81.99    |  4: 67.92   
[Batch: 0544/1000] mIoU: 72.52  |  FB-IoU: 83.89 |  0: 51.75    |  1: 89.11    |  2: 71.75    |  3: 82.07    |  4: 67.92   
[Batch: 0545/1000] mIoU: 72.56  |  FB-IoU: 83.93 |  0: 51.75    |  1: 89.11    |  2: 71.75    |  3: 82.25    |  4: 67.92   
[Batch: 0546/1000] mIoU: 72.51  |  FB-IoU: 83.88 |  0: 51.75    |  1: 89.11    |  2: 71.51    |  3: 82.25    |  4: 67.92   
[Batch: 0547/1000] mIoU: 72.55  |  FB-IoU: 83.90 |  0: 51.75    |  1: 89.11    |  2: 71.51    |  3: 82.25    |  4: 68.11   
[Batch: 0548/1000] mIoU: 72.57  |  FB-IoU: 83.92 |  0: 51.75    |  1: 89.11    |  2: 71.65    |  3: 82.25    |  4: 68.11   
[Batch: 0549/1000] mIoU: 72.61  |  FB-IoU: 83.93 |  0: 51.93    |  1: 89.11    |  2: 71.65    |  3: 82.25    |  4: 68.11   
[Batch: 0550/1000] mIoU: 72.63  |  FB-IoU: 83.90 |  0: 51.93    |  1: 89.11    |  2: 71.65    |  3: 82.25    |  4: 68.22   
[Batch: 0551/1000] mIoU: 72.65  |  FB-IoU: 83.93 |  0: 51.93    |  1: 89.11    |  2: 71.65    |  3: 82.37    |  4: 68.22   
[Batch: 0552/1000] mIoU: 72.62  |  FB-IoU: 83.92 |  0: 51.78    |  1: 89.11    |  2: 71.65    |  3: 82.37    |  4: 68.22   
[Batch: 0553/1000] mIoU: 72.64  |  FB-IoU: 83.93 |  0: 51.78    |  1: 89.11    |  2: 71.71    |  3: 82.37    |  4: 68.22   
[Batch: 0554/1000] mIoU: 72.66  |  FB-IoU: 83.95 |  0: 51.78    |  1: 89.11    |  2: 71.71    |  3: 82.37    |  4: 68.31   
[Batch: 0555/1000] mIoU: 72.70  |  FB-IoU: 83.96 |  0: 52.01    |  1: 89.11    |  2: 71.71    |  3: 82.37    |  4: 68.31   
[Batch: 0556/1000] mIoU: 72.73  |  FB-IoU: 84.00 |  0: 52.01    |  1: 89.11    |  2: 71.71    |  3: 82.53    |  4: 68.31   
[Batch: 0557/1000] mIoU: 72.82  |  FB-IoU: 84.05 |  0: 52.01    |  1: 89.11    |  2: 72.13    |  3: 82.53    |  4: 68.31   
[Batch: 0558/1000] mIoU: 72.84  |  FB-IoU: 84.08 |  0: 52.01    |  1: 89.11    |  2: 72.13    |  3: 82.65    |  4: 68.31   
[Batch: 0559/1000] mIoU: 72.86  |  FB-IoU: 84.11 |  0: 52.01    |  1: 89.11    |  2: 72.13    |  3: 82.74    |  4: 68.31   
[Batch: 0560/1000] mIoU: 72.88  |  FB-IoU: 84.14 |  0: 52.01    |  1: 89.11    |  2: 72.13    |  3: 82.85    |  4: 68.31   
[Batch: 0561/1000] mIoU: 72.88  |  FB-IoU: 84.13 |  0: 52.01    |  1: 89.11    |  2: 72.10    |  3: 82.85    |  4: 68.31   
[Batch: 0562/1000] mIoU: 72.81  |  FB-IoU: 84.08 |  0: 52.01    |  1: 89.11    |  2: 72.10    |  3: 82.53    |  4: 68.31   
[Batch: 0563/1000] mIoU: 72.76  |  FB-IoU: 84.03 |  0: 52.01    |  1: 89.11    |  2: 72.10    |  3: 82.26    |  4: 68.31   
[Batch: 0564/1000] mIoU: 72.76  |  FB-IoU: 84.04 |  0: 52.01    |  1: 89.11    |  2: 72.10    |  3: 82.26    |  4: 68.31   
[Batch: 0565/1000] mIoU: 72.83  |  FB-IoU: 84.05 |  0: 52.01    |  1: 89.11    |  2: 72.10    |  3: 82.26    |  4: 68.67   
[Batch: 0566/1000] mIoU: 72.67  |  FB-IoU: 83.95 |  0: 52.01    |  1: 89.11    |  2: 72.10    |  3: 82.26    |  4: 67.88   
[Batch: 0567/1000] mIoU: 72.68  |  FB-IoU: 83.95 |  0: 52.04    |  1: 89.11    |  2: 72.10    |  3: 82.26    |  4: 67.88   
[Batch: 0568/1000] mIoU: 72.69  |  FB-IoU: 83.96 |  0: 52.04    |  1: 89.11    |  2: 72.15    |  3: 82.26    |  4: 67.88   
[Batch: 0569/1000] mIoU: 72.70  |  FB-IoU: 83.95 |  0: 52.04    |  1: 89.11    |  2: 72.22    |  3: 82.26    |  4: 67.88   
[Batch: 0570/1000] mIoU: 72.72  |  FB-IoU: 83.98 |  0: 52.04    |  1: 89.22    |  2: 72.22    |  3: 82.26    |  4: 67.88   
[Batch: 0571/1000] mIoU: 72.72  |  FB-IoU: 83.97 |  0: 52.04    |  1: 89.22    |  2: 72.22    |  3: 82.26    |  4: 67.84   
[Batch: 0572/1000] mIoU: 72.72  |  FB-IoU: 83.98 |  0: 52.04    |  1: 89.22    |  2: 72.25    |  3: 82.26    |  4: 67.84   
[Batch: 0573/1000] mIoU: 72.57  |  FB-IoU: 83.90 |  0: 52.04    |  1: 89.22    |  2: 72.25    |  3: 82.26    |  4: 67.06   
[Batch: 0574/1000] mIoU: 72.57  |  FB-IoU: 83.91 |  0: 52.04    |  1: 89.22    |  2: 72.25    |  3: 82.28    |  4: 67.06   
[Batch: 0575/1000] mIoU: 72.64  |  FB-IoU: 83.95 |  0: 52.04    |  1: 89.22    |  2: 72.58    |  3: 82.28    |  4: 67.06   
[Batch: 0576/1000] mIoU: 72.64  |  FB-IoU: 83.96 |  0: 52.04    |  1: 89.22    |  2: 72.59    |  3: 82.28    |  4: 67.06   
[Batch: 0577/1000] mIoU: 72.67  |  FB-IoU: 84.00 |  0: 52.04    |  1: 89.22    |  2: 72.59    |  3: 82.43    |  4: 67.06   
[Batch: 0578/1000] mIoU: 72.73  |  FB-IoU: 84.04 |  0: 52.04    |  1: 89.22    |  2: 72.89    |  3: 82.43    |  4: 67.06   
[Batch: 0579/1000] mIoU: 72.74  |  FB-IoU: 84.05 |  0: 52.04    |  1: 89.22    |  2: 72.94    |  3: 82.43    |  4: 67.06   
[Batch: 0580/1000] mIoU: 72.74  |  FB-IoU: 84.06 |  0: 52.04    |  1: 89.22    |  2: 72.94    |  3: 82.45    |  4: 67.06   
[Batch: 0581/1000] mIoU: 72.74  |  FB-IoU: 84.06 |  0: 52.04    |  1: 89.22    |  2: 72.94    |  3: 82.42    |  4: 67.06   
[Batch: 0582/1000] mIoU: 72.77  |  FB-IoU: 84.09 |  0: 52.04    |  1: 89.22    |  2: 73.08    |  3: 82.42    |  4: 67.06   
[Batch: 0583/1000] mIoU: 72.80  |  FB-IoU: 84.10 |  0: 52.04    |  1: 89.22    |  2: 73.08    |  3: 82.42    |  4: 67.24   
[Batch: 0584/1000] mIoU: 72.73  |  FB-IoU: 84.05 |  0: 52.04    |  1: 89.22    |  2: 73.08    |  3: 82.09    |  4: 67.24   
[Batch: 0585/1000] mIoU: 72.76  |  FB-IoU: 84.08 |  0: 52.04    |  1: 89.22    |  2: 73.08    |  3: 82.22    |  4: 67.24   
[Batch: 0586/1000] mIoU: 72.78  |  FB-IoU: 84.10 |  0: 52.04    |  1: 89.22    |  2: 73.20    |  3: 82.22    |  4: 67.24   
[Batch: 0587/1000] mIoU: 72.81  |  FB-IoU: 84.12 |  0: 52.04    |  1: 89.22    |  2: 73.32    |  3: 82.22    |  4: 67.24   
[Batch: 0588/1000] mIoU: 72.81  |  FB-IoU: 84.13 |  0: 52.04    |  1: 89.22    |  2: 73.32    |  3: 82.22    |  4: 67.24   
[Batch: 0589/1000] mIoU: 72.84  |  FB-IoU: 84.14 |  0: 52.04    |  1: 89.22    |  2: 73.32    |  3: 82.22    |  4: 67.42   
[Batch: 0590/1000] mIoU: 72.97  |  FB-IoU: 84.12 |  0: 52.68    |  1: 89.22    |  2: 73.32    |  3: 82.22    |  4: 67.42   
[Batch: 0591/1000] mIoU: 73.09  |  FB-IoU: 84.14 |  0: 53.25    |  1: 89.22    |  2: 73.32    |  3: 82.22    |  4: 67.42   
[Batch: 0592/1000] mIoU: 72.90  |  FB-IoU: 84.04 |  0: 53.25    |  1: 89.22    |  2: 73.32    |  3: 82.22    |  4: 66.52   
[Batch: 0593/1000] mIoU: 72.94  |  FB-IoU: 84.08 |  0: 53.25    |  1: 89.22    |  2: 73.32    |  3: 82.41    |  4: 66.52   
[Batch: 0594/1000] mIoU: 72.96  |  FB-IoU: 84.10 |  0: 53.25    |  1: 89.29    |  2: 73.32    |  3: 82.41    |  4: 66.52   
[Batch: 0595/1000] mIoU: 72.97  |  FB-IoU: 84.12 |  0: 53.25    |  1: 89.35    |  2: 73.32    |  3: 82.41    |  4: 66.52   
[Batch: 0596/1000] mIoU: 72.97  |  FB-IoU: 84.13 |  0: 53.25    |  1: 89.35    |  2: 73.32    |  3: 82.43    |  4: 66.52   
[Batch: 0597/1000] mIoU: 72.99  |  FB-IoU: 84.15 |  0: 53.25    |  1: 89.35    |  2: 73.41    |  3: 82.43    |  4: 66.52   
[Batch: 0598/1000] mIoU: 73.00  |  FB-IoU: 84.16 |  0: 53.25    |  1: 89.35    |  2: 73.41    |  3: 82.47    |  4: 66.52   
[Batch: 0599/1000] mIoU: 73.00  |  FB-IoU: 84.17 |  0: 53.25    |  1: 89.35    |  2: 73.41    |  3: 82.47    |  4: 66.52   
[Batch: 0600/1000] mIoU: 73.02  |  FB-IoU: 84.19 |  0: 53.25    |  1: 89.46    |  2: 73.41    |  3: 82.47    |  4: 66.52   
[Batch: 0601/1000] mIoU: 72.90  |  FB-IoU: 84.05 |  0: 53.25    |  1: 89.46    |  2: 72.79    |  3: 82.47    |  4: 66.52   
[Batch: 0602/1000] mIoU: 72.83  |  FB-IoU: 84.02 |  0: 53.25    |  1: 89.46    |  2: 72.79    |  3: 82.47    |  4: 66.20   
[Batch: 0603/1000] mIoU: 72.85  |  FB-IoU: 84.04 |  0: 53.25    |  1: 89.53    |  2: 72.79    |  3: 82.47    |  4: 66.20   
[Batch: 0604/1000] mIoU: 72.87  |  FB-IoU: 84.06 |  0: 53.25    |  1: 89.62    |  2: 72.79    |  3: 82.47    |  4: 66.20   
[Batch: 0605/1000] mIoU: 72.84  |  FB-IoU: 84.07 |  0: 53.25    |  1: 89.49    |  2: 72.79    |  3: 82.47    |  4: 66.20   
[Batch: 0606/1000] mIoU: 72.83  |  FB-IoU: 84.06 |  0: 53.21    |  1: 89.49    |  2: 72.79    |  3: 82.47    |  4: 66.20   
[Batch: 0607/1000] mIoU: 72.84  |  FB-IoU: 84.08 |  0: 53.21    |  1: 89.49    |  2: 72.79    |  3: 82.50    |  4: 66.20   
[Batch: 0608/1000] mIoU: 72.90  |  FB-IoU: 84.10 |  0: 53.21    |  1: 89.49    |  2: 72.79    |  3: 82.50    |  4: 66.51   
[Batch: 0609/1000] mIoU: 72.92  |  FB-IoU: 84.12 |  0: 53.21    |  1: 89.49    |  2: 72.89    |  3: 82.50    |  4: 66.51   
[Batch: 0610/1000] mIoU: 72.90  |  FB-IoU: 84.09 |  0: 53.14    |  1: 89.49    |  2: 72.89    |  3: 82.50    |  4: 66.51   
[Batch: 0611/1000] mIoU: 72.91  |  FB-IoU: 84.09 |  0: 53.16    |  1: 89.49    |  2: 72.89    |  3: 82.50    |  4: 66.51   
[Batch: 0612/1000] mIoU: 72.92  |  FB-IoU: 84.12 |  0: 53.16    |  1: 89.49    |  2: 72.89    |  3: 82.58    |  4: 66.51   
[Batch: 0613/1000] mIoU: 72.96  |  FB-IoU: 84.13 |  0: 53.16    |  1: 89.49    |  2: 73.06    |  3: 82.58    |  4: 66.51   
[Batch: 0614/1000] mIoU: 73.00  |  FB-IoU: 84.17 |  0: 53.16    |  1: 89.67    |  2: 73.06    |  3: 82.58    |  4: 66.51   
[Batch: 0615/1000] mIoU: 73.02  |  FB-IoU: 84.17 |  0: 53.29    |  1: 89.67    |  2: 73.06    |  3: 82.58    |  4: 66.51   
[Batch: 0616/1000] mIoU: 73.06  |  FB-IoU: 84.20 |  0: 53.29    |  1: 89.67    |  2: 73.24    |  3: 82.58    |  4: 66.51   
[Batch: 0617/1000] mIoU: 73.07  |  FB-IoU: 84.22 |  0: 53.29    |  1: 89.75    |  2: 73.24    |  3: 82.58    |  4: 66.51   
[Batch: 0618/1000] mIoU: 73.17  |  FB-IoU: 84.28 |  0: 53.29    |  1: 89.75    |  2: 73.73    |  3: 82.58    |  4: 66.51   
[Batch: 0619/1000] mIoU: 73.19  |  FB-IoU: 84.31 |  0: 53.29    |  1: 89.75    |  2: 73.73    |  3: 82.67    |  4: 66.51   
[Batch: 0620/1000] mIoU: 73.23  |  FB-IoU: 84.32 |  0: 53.29    |  1: 89.75    |  2: 73.73    |  3: 82.67    |  4: 66.69   
[Batch: 0621/1000] mIoU: 73.23  |  FB-IoU: 84.32 |  0: 53.29    |  1: 89.75    |  2: 73.72    |  3: 82.67    |  4: 66.69   
[Batch: 0622/1000] mIoU: 73.38  |  FB-IoU: 84.31 |  0: 54.04    |  1: 89.75    |  2: 73.72    |  3: 82.67    |  4: 66.69   
[Batch: 0623/1000] mIoU: 73.40  |  FB-IoU: 84.31 |  0: 54.16    |  1: 89.75    |  2: 73.72    |  3: 82.67    |  4: 66.69   
[Batch: 0624/1000] mIoU: 73.35  |  FB-IoU: 84.27 |  0: 54.16    |  1: 89.75    |  2: 73.72    |  3: 82.42    |  4: 66.69   
[Batch: 0625/1000] mIoU: 73.38  |  FB-IoU: 84.30 |  0: 54.16    |  1: 89.89    |  2: 73.72    |  3: 82.42    |  4: 66.69   
[Batch: 0626/1000] mIoU: 73.37  |  FB-IoU: 84.30 |  0: 54.16    |  1: 89.89    |  2: 73.70    |  3: 82.42    |  4: 66.69   
[Batch: 0627/1000] mIoU: 73.34  |  FB-IoU: 84.28 |  0: 53.99    |  1: 89.89    |  2: 73.70    |  3: 82.42    |  4: 66.69   
[Batch: 0628/1000] mIoU: 73.34  |  FB-IoU: 84.29 |  0: 53.99    |  1: 89.89    |  2: 73.70    |  3: 82.46    |  4: 66.69   
[Batch: 0629/1000] mIoU: 73.34  |  FB-IoU: 84.29 |  0: 53.99    |  1: 89.89    |  2: 73.70    |  3: 82.42    |  4: 66.69   
[Batch: 0630/1000] mIoU: 73.36  |  FB-IoU: 84.32 |  0: 53.99    |  1: 90.00    |  2: 73.70    |  3: 82.42    |  4: 66.69   
[Batch: 0631/1000] mIoU: 73.44  |  FB-IoU: 84.32 |  0: 54.40    |  1: 90.00    |  2: 73.70    |  3: 82.42    |  4: 66.69   
[Batch: 0632/1000] mIoU: 73.49  |  FB-IoU: 84.34 |  0: 54.40    |  1: 90.00    |  2: 73.70    |  3: 82.42    |  4: 66.94   
[Batch: 0633/1000] mIoU: 73.36  |  FB-IoU: 84.27 |  0: 53.72    |  1: 90.00    |  2: 73.70    |  3: 82.42    |  4: 66.94   
[Batch: 0634/1000] mIoU: 73.34  |  FB-IoU: 84.25 |  0: 53.72    |  1: 90.00    |  2: 73.62    |  3: 82.42    |  4: 66.94   
[Batch: 0635/1000] mIoU: 73.31  |  FB-IoU: 84.23 |  0: 53.72    |  1: 90.00    |  2: 73.47    |  3: 82.42    |  4: 66.94   
[Batch: 0636/1000] mIoU: 73.30  |  FB-IoU: 84.23 |  0: 53.69    |  1: 90.00    |  2: 73.47    |  3: 82.42    |  4: 66.94   
[Batch: 0637/1000] mIoU: 73.31  |  FB-IoU: 84.24 |  0: 53.69    |  1: 90.00    |  2: 73.47    |  3: 82.42    |  4: 67.00   
[Batch: 0638/1000] mIoU: 73.26  |  FB-IoU: 84.19 |  0: 53.69    |  1: 90.00    |  2: 73.47    |  3: 82.16    |  4: 67.00   
[Batch: 0639/1000] mIoU: 73.27  |  FB-IoU: 84.21 |  0: 53.69    |  1: 90.00    |  2: 73.47    |  3: 82.21    |  4: 67.00   
[Batch: 0640/1000] mIoU: 73.24  |  FB-IoU: 84.18 |  0: 53.69    |  1: 90.00    |  2: 73.27    |  3: 82.21    |  4: 67.00   
[Batch: 0641/1000] mIoU: 73.17  |  FB-IoU: 84.12 |  0: 53.38    |  1: 90.00    |  2: 73.27    |  3: 82.21    |  4: 67.00   
[Batch: 0642/1000] mIoU: 73.15  |  FB-IoU: 84.11 |  0: 53.38    |  1: 90.00    |  2: 73.27    |  3: 82.21    |  4: 66.90   
[Batch: 0643/1000] mIoU: 73.17  |  FB-IoU: 84.13 |  0: 53.38    |  1: 90.00    |  2: 73.37    |  3: 82.21    |  4: 66.90   
[Batch: 0644/1000] mIoU: 73.17  |  FB-IoU: 84.13 |  0: 53.38    |  1: 90.00    |  2: 73.37    |  3: 82.21    |  4: 66.90   
[Batch: 0645/1000] mIoU: 73.20  |  FB-IoU: 84.17 |  0: 53.38    |  1: 90.16    |  2: 73.37    |  3: 82.21    |  4: 66.90   
[Batch: 0646/1000] mIoU: 73.21  |  FB-IoU: 84.19 |  0: 53.38    |  1: 90.16    |  2: 73.37    |  3: 82.26    |  4: 66.90   
[Batch: 0647/1000] mIoU: 73.23  |  FB-IoU: 84.21 |  0: 53.38    |  1: 90.24    |  2: 73.37    |  3: 82.26    |  4: 66.90   
[Batch: 0648/1000] mIoU: 73.25  |  FB-IoU: 84.21 |  0: 53.46    |  1: 90.24    |  2: 73.37    |  3: 82.26    |  4: 66.90   
[Batch: 0649/1000] mIoU: 73.24  |  FB-IoU: 84.21 |  0: 53.46    |  1: 90.24    |  2: 73.37    |  3: 82.22    |  4: 66.90   
[Batch: 0650/1000] mIoU: 73.23  |  FB-IoU: 84.21 |  0: 53.46    |  1: 90.24    |  2: 73.35    |  3: 82.22    |  4: 66.90   
[Batch: 0651/1000] mIoU: 73.23  |  FB-IoU: 84.22 |  0: 53.46    |  1: 90.24    |  2: 73.35    |  3: 82.23    |  4: 66.90   
[Batch: 0652/1000] mIoU: 73.28  |  FB-IoU: 84.24 |  0: 53.46    |  1: 90.24    |  2: 73.57    |  3: 82.23    |  4: 66.90   
[Batch: 0653/1000] mIoU: 73.30  |  FB-IoU: 84.26 |  0: 53.46    |  1: 90.24    |  2: 73.69    |  3: 82.23    |  4: 66.90   
[Batch: 0654/1000] mIoU: 73.31  |  FB-IoU: 84.27 |  0: 53.46    |  1: 90.24    |  2: 73.69    |  3: 82.26    |  4: 66.90   
[Batch: 0655/1000] mIoU: 73.31  |  FB-IoU: 84.28 |  0: 53.46    |  1: 90.24    |  2: 73.69    |  3: 82.27    |  4: 66.90   
[Batch: 0656/1000] mIoU: 73.32  |  FB-IoU: 84.29 |  0: 53.46    |  1: 90.24    |  2: 73.74    |  3: 82.27    |  4: 66.90   
[Batch: 0657/1000] mIoU: 73.32  |  FB-IoU: 84.30 |  0: 53.46    |  1: 90.26    |  2: 73.74    |  3: 82.27    |  4: 66.90   
[Batch: 0658/1000] mIoU: 73.35  |  FB-IoU: 84.33 |  0: 53.46    |  1: 90.26    |  2: 73.74    |  3: 82.39    |  4: 66.90   
[Batch: 0659/1000] mIoU: 73.33  |  FB-IoU: 84.32 |  0: 53.36    |  1: 90.26    |  2: 73.74    |  3: 82.39    |  4: 66.90   
[Batch: 0660/1000] mIoU: 73.39  |  FB-IoU: 84.37 |  0: 53.36    |  1: 90.26    |  2: 74.03    |  3: 82.39    |  4: 66.90   
[Batch: 0661/1000] mIoU: 73.40  |  FB-IoU: 84.38 |  0: 53.36    |  1: 90.26    |  2: 74.03    |  3: 82.43    |  4: 66.90   
[Batch: 0662/1000] mIoU: 73.36  |  FB-IoU: 84.36 |  0: 53.36    |  1: 90.26    |  2: 74.03    |  3: 82.28    |  4: 66.90   
[Batch: 0663/1000] mIoU: 73.35  |  FB-IoU: 84.36 |  0: 53.36    |  1: 90.20    |  2: 74.03    |  3: 82.28    |  4: 66.90   
[Batch: 0664/1000] mIoU: 73.32  |  FB-IoU: 84.34 |  0: 53.36    |  1: 90.20    |  2: 73.88    |  3: 82.28    |  4: 66.90   
[Batch: 0665/1000] mIoU: 73.28  |  FB-IoU: 84.28 |  0: 53.36    |  1: 90.20    |  2: 73.69    |  3: 82.28    |  4: 66.90   
[Batch: 0666/1000] mIoU: 73.31  |  FB-IoU: 84.31 |  0: 53.36    |  1: 90.20    |  2: 73.69    |  3: 82.40    |  4: 66.90   
[Batch: 0667/1000] mIoU: 73.32  |  FB-IoU: 84.33 |  0: 53.36    |  1: 90.20    |  2: 73.76    |  3: 82.40    |  4: 66.90   
[Batch: 0668/1000] mIoU: 73.33  |  FB-IoU: 84.33 |  0: 53.40    |  1: 90.20    |  2: 73.76    |  3: 82.40    |  4: 66.90   
[Batch: 0669/1000] mIoU: 73.34  |  FB-IoU: 84.34 |  0: 53.40    |  1: 90.20    |  2: 73.80    |  3: 82.40    |  4: 66.90   
[Batch: 0670/1000] mIoU: 73.19  |  FB-IoU: 84.26 |  0: 53.40    |  1: 90.20    |  2: 73.80    |  3: 82.40    |  4: 66.13   
[Batch: 0671/1000] mIoU: 73.19  |  FB-IoU: 84.26 |  0: 53.40    |  1: 90.20    |  2: 73.81    |  3: 82.40    |  4: 66.13   
[Batch: 0672/1000] mIoU: 73.20  |  FB-IoU: 84.28 |  0: 53.40    |  1: 90.20    |  2: 73.87    |  3: 82.40    |  4: 66.13   
[Batch: 0673/1000] mIoU: 73.32  |  FB-IoU: 84.29 |  0: 54.01    |  1: 90.20    |  2: 73.87    |  3: 82.40    |  4: 66.13   
[Batch: 0674/1000] mIoU: 73.22  |  FB-IoU: 84.23 |  0: 54.01    |  1: 90.20    |  2: 73.87    |  3: 82.40    |  4: 65.65   
[Batch: 0675/1000] mIoU: 73.21  |  FB-IoU: 84.22 |  0: 54.01    |  1: 90.20    |  2: 73.81    |  3: 82.40    |  4: 65.65   
[Batch: 0676/1000] mIoU: 73.20  |  FB-IoU: 84.22 |  0: 54.01    |  1: 90.20    |  2: 73.81    |  3: 82.40    |  4: 65.57   
[Batch: 0677/1000] mIoU: 73.13  |  FB-IoU: 84.22 |  0: 54.01    |  1: 89.89    |  2: 73.81    |  3: 82.40    |  4: 65.57   
[Batch: 0678/1000] mIoU: 72.95  |  FB-IoU: 84.05 |  0: 54.01    |  1: 89.89    |  2: 73.81    |  3: 81.49    |  4: 65.57   
[Batch: 0679/1000] mIoU: 72.96  |  FB-IoU: 84.06 |  0: 54.01    |  1: 89.89    |  2: 73.81    |  3: 81.52    |  4: 65.57   
[Batch: 0680/1000] mIoU: 72.96  |  FB-IoU: 84.06 |  0: 54.01    |  1: 89.89    |  2: 73.80    |  3: 81.52    |  4: 65.57   
[Batch: 0681/1000] mIoU: 73.02  |  FB-IoU: 84.08 |  0: 54.01    |  1: 89.89    |  2: 73.80    |  3: 81.52    |  4: 65.89   
[Batch: 0682/1000] mIoU: 73.02  |  FB-IoU: 84.09 |  0: 54.01    |  1: 89.89    |  2: 73.80    |  3: 81.54    |  4: 65.89   
[Batch: 0683/1000] mIoU: 73.03  |  FB-IoU: 84.10 |  0: 54.01    |  1: 89.89    |  2: 73.82    |  3: 81.54    |  4: 65.89   
[Batch: 0684/1000] mIoU: 73.02  |  FB-IoU: 84.10 |  0: 54.01    |  1: 89.89    |  2: 73.82    |  3: 81.54    |  4: 65.83   
[Batch: 0685/1000] mIoU: 73.01  |  FB-IoU: 84.10 |  0: 54.01    |  1: 89.89    |  2: 73.80    |  3: 81.54    |  4: 65.83   
[Batch: 0686/1000] mIoU: 73.00  |  FB-IoU: 84.09 |  0: 54.01    |  1: 89.89    |  2: 73.80    |  3: 81.54    |  4: 65.75   
[Batch: 0687/1000] mIoU: 72.96  |  FB-IoU: 84.07 |  0: 53.84    |  1: 89.89    |  2: 73.80    |  3: 81.54    |  4: 65.75   
[Batch: 0688/1000] mIoU: 72.94  |  FB-IoU: 84.06 |  0: 53.84    |  1: 89.89    |  2: 73.69    |  3: 81.54    |  4: 65.75   
[Batch: 0689/1000] mIoU: 72.96  |  FB-IoU: 84.08 |  0: 53.84    |  1: 89.89    |  2: 73.69    |  3: 81.65    |  4: 65.75   
[Batch: 0690/1000] mIoU: 72.88  |  FB-IoU: 83.98 |  0: 53.84    |  1: 89.89    |  2: 73.27    |  3: 81.65    |  4: 65.75   
[Batch: 0691/1000] mIoU: 72.66  |  FB-IoU: 83.78 |  0: 53.84    |  1: 89.89    |  2: 73.27    |  3: 80.58    |  4: 65.75   
[Batch: 0692/1000] mIoU: 72.69  |  FB-IoU: 83.80 |  0: 53.84    |  1: 89.89    |  2: 73.39    |  3: 80.58    |  4: 65.75   
[Batch: 0693/1000] mIoU: 72.73  |  FB-IoU: 83.84 |  0: 53.84    |  1: 89.89    |  2: 73.39    |  3: 80.78    |  4: 65.75   
[Batch: 0694/1000] mIoU: 72.76  |  FB-IoU: 83.87 |  0: 53.84    |  1: 89.89    |  2: 73.39    |  3: 80.92    |  4: 65.75   
[Batch: 0695/1000] mIoU: 72.77  |  FB-IoU: 83.89 |  0: 53.84    |  1: 89.93    |  2: 73.39    |  3: 80.92    |  4: 65.75   
[Batch: 0696/1000] mIoU: 72.84  |  FB-IoU: 83.92 |  0: 53.84    |  1: 89.93    |  2: 73.39    |  3: 80.92    |  4: 66.12   
[Batch: 0697/1000] mIoU: 72.84  |  FB-IoU: 83.91 |  0: 53.84    |  1: 89.93    |  2: 73.39    |  3: 80.92    |  4: 66.12   
[Batch: 0698/1000] mIoU: 72.85  |  FB-IoU: 83.91 |  0: 53.84    |  1: 89.93    |  2: 73.39    |  3: 80.92    |  4: 66.19   
[Batch: 0699/1000] mIoU: 72.86  |  FB-IoU: 83.92 |  0: 53.84    |  1: 89.93    |  2: 73.39    |  3: 80.93    |  4: 66.19   
[Batch: 0700/1000] mIoU: 72.87  |  FB-IoU: 83.94 |  0: 53.84    |  1: 89.93    |  2: 73.39    |  3: 81.01    |  4: 66.19   
[Batch: 0701/1000] mIoU: 72.87  |  FB-IoU: 83.94 |  0: 53.84    |  1: 89.93    |  2: 73.38    |  3: 81.01    |  4: 66.19   
[Batch: 0702/1000] mIoU: 72.89  |  FB-IoU: 83.96 |  0: 53.84    |  1: 90.04    |  2: 73.38    |  3: 81.01    |  4: 66.19   
[Batch: 0703/1000] mIoU: 72.89  |  FB-IoU: 83.96 |  0: 53.84    |  1: 90.04    |  2: 73.36    |  3: 81.01    |  4: 66.19   
[Batch: 0704/1000] mIoU: 72.91  |  FB-IoU: 83.99 |  0: 53.84    |  1: 90.15    |  2: 73.36    |  3: 81.01    |  4: 66.19   
[Batch: 0705/1000] mIoU: 72.92  |  FB-IoU: 84.00 |  0: 53.84    |  1: 90.15    |  2: 73.42    |  3: 81.01    |  4: 66.19   
[Batch: 0706/1000] mIoU: 72.93  |  FB-IoU: 84.01 |  0: 53.84    |  1: 90.15    |  2: 73.42    |  3: 81.01    |  4: 66.22   
[Batch: 0707/1000] mIoU: 72.90  |  FB-IoU: 84.00 |  0: 53.71    |  1: 90.15    |  2: 73.42    |  3: 81.01    |  4: 66.22   
[Batch: 0708/1000] mIoU: 72.90  |  FB-IoU: 84.00 |  0: 53.71    |  1: 90.15    |  2: 73.42    |  3: 81.01    |  4: 66.22   
[Batch: 0709/1000] mIoU: 72.91  |  FB-IoU: 84.01 |  0: 53.71    |  1: 90.15    |  2: 73.42    |  3: 81.01    |  4: 66.26   
[Batch: 0710/1000] mIoU: 72.91  |  FB-IoU: 84.01 |  0: 53.71    |  1: 90.15    |  2: 73.42    |  3: 81.01    |  4: 66.26   
[Batch: 0711/1000] mIoU: 72.93  |  FB-IoU: 84.03 |  0: 53.71    |  1: 90.15    |  2: 73.54    |  3: 81.01    |  4: 66.26   
[Batch: 0712/1000] mIoU: 72.95  |  FB-IoU: 84.04 |  0: 53.71    |  1: 90.15    |  2: 73.61    |  3: 81.01    |  4: 66.26   
[Batch: 0713/1000] mIoU: 72.95  |  FB-IoU: 84.05 |  0: 53.71    |  1: 90.16    |  2: 73.61    |  3: 81.01    |  4: 66.26   
[Batch: 0714/1000] mIoU: 72.98  |  FB-IoU: 84.06 |  0: 53.71    |  1: 90.16    |  2: 73.61    |  3: 81.01    |  4: 66.39   
[Batch: 0715/1000] mIoU: 72.95  |  FB-IoU: 84.05 |  0: 53.71    |  1: 90.16    |  2: 73.61    |  3: 81.01    |  4: 66.26   
[Batch: 0716/1000] mIoU: 72.95  |  FB-IoU: 84.06 |  0: 53.71    |  1: 90.16    |  2: 73.61    |  3: 81.01    |  4: 66.26   
[Batch: 0717/1000] mIoU: 72.97  |  FB-IoU: 84.08 |  0: 53.71    |  1: 90.16    |  2: 73.73    |  3: 81.01    |  4: 66.26   
[Batch: 0718/1000] mIoU: 72.98  |  FB-IoU: 84.08 |  0: 53.71    |  1: 90.16    |  2: 73.73    |  3: 81.01    |  4: 66.27   
[Batch: 0719/1000] mIoU: 72.98  |  FB-IoU: 84.09 |  0: 53.71    |  1: 90.16    |  2: 73.73    |  3: 81.01    |  4: 66.29   
[Batch: 0720/1000] mIoU: 73.00  |  FB-IoU: 84.10 |  0: 53.71    |  1: 90.16    |  2: 73.73    |  3: 81.01    |  4: 66.37   
[Batch: 0721/1000] mIoU: 73.03  |  FB-IoU: 84.12 |  0: 53.71    |  1: 90.16    |  2: 73.89    |  3: 81.01    |  4: 66.37   
[Batch: 0722/1000] mIoU: 73.03  |  FB-IoU: 84.11 |  0: 53.73    |  1: 90.16    |  2: 73.89    |  3: 81.01    |  4: 66.37   
[Batch: 0723/1000] mIoU: 73.08  |  FB-IoU: 84.12 |  0: 53.95    |  1: 90.16    |  2: 73.89    |  3: 81.01    |  4: 66.37   
[Batch: 0724/1000] mIoU: 73.06  |  FB-IoU: 84.10 |  0: 53.95    |  1: 90.16    |  2: 73.79    |  3: 81.01    |  4: 66.37   
[Batch: 0725/1000] mIoU: 73.08  |  FB-IoU: 84.12 |  0: 53.95    |  1: 90.16    |  2: 73.89    |  3: 81.01    |  4: 66.37   
[Batch: 0726/1000] mIoU: 73.06  |  FB-IoU: 84.11 |  0: 53.95    |  1: 90.16    |  2: 73.89    |  3: 80.95    |  4: 66.37   
[Batch: 0727/1000] mIoU: 73.09  |  FB-IoU: 84.14 |  0: 53.95    |  1: 90.27    |  2: 73.89    |  3: 80.95    |  4: 66.37   
[Batch: 0728/1000] mIoU: 73.10  |  FB-IoU: 84.15 |  0: 53.95    |  1: 90.34    |  2: 73.89    |  3: 80.95    |  4: 66.37   
[Batch: 0729/1000] mIoU: 73.10  |  FB-IoU: 84.16 |  0: 53.95    |  1: 90.34    |  2: 73.89    |  3: 80.96    |  4: 66.37   
[Batch: 0730/1000] mIoU: 73.11  |  FB-IoU: 84.17 |  0: 53.95    |  1: 90.34    |  2: 73.92    |  3: 80.96    |  4: 66.37   
[Batch: 0731/1000] mIoU: 73.10  |  FB-IoU: 84.16 |  0: 53.95    |  1: 90.34    |  2: 73.92    |  3: 80.96    |  4: 66.33   
[Batch: 0732/1000] mIoU: 73.01  |  FB-IoU: 84.08 |  0: 53.95    |  1: 90.34    |  2: 73.49    |  3: 80.96    |  4: 66.33   
[Batch: 0733/1000] mIoU: 73.00  |  FB-IoU: 84.08 |  0: 53.89    |  1: 90.34    |  2: 73.49    |  3: 80.96    |  4: 66.33   
[Batch: 0734/1000] mIoU: 72.99  |  FB-IoU: 84.07 |  0: 53.89    |  1: 90.34    |  2: 73.49    |  3: 80.88    |  4: 66.33   
[Batch: 0735/1000] mIoU: 73.08  |  FB-IoU: 84.08 |  0: 54.35    |  1: 90.34    |  2: 73.49    |  3: 80.88    |  4: 66.33   
[Batch: 0736/1000] mIoU: 73.09  |  FB-IoU: 84.10 |  0: 54.35    |  1: 90.34    |  2: 73.54    |  3: 80.88    |  4: 66.33   
[Batch: 0737/1000] mIoU: 73.10  |  FB-IoU: 84.11 |  0: 54.35    |  1: 90.34    |  2: 73.54    |  3: 80.93    |  4: 66.33   
[Batch: 0738/1000] mIoU: 73.10  |  FB-IoU: 84.12 |  0: 54.35    |  1: 90.35    |  2: 73.54    |  3: 80.93    |  4: 66.33   
[Batch: 0739/1000] mIoU: 73.13  |  FB-IoU: 84.15 |  0: 54.35    |  1: 90.35    |  2: 73.54    |  3: 81.09    |  4: 66.33   
[Batch: 0740/1000] mIoU: 73.15  |  FB-IoU: 84.17 |  0: 54.35    |  1: 90.35    |  2: 73.54    |  3: 81.16    |  4: 66.33   
[Batch: 0741/1000] mIoU: 73.19  |  FB-IoU: 84.19 |  0: 54.35    |  1: 90.35    |  2: 73.54    |  3: 81.16    |  4: 66.55   
[Batch: 0742/1000] mIoU: 73.20  |  FB-IoU: 84.20 |  0: 54.35    |  1: 90.35    |  2: 73.54    |  3: 81.16    |  4: 66.61   
[Batch: 0743/1000] mIoU: 73.19  |  FB-IoU: 84.20 |  0: 54.29    |  1: 90.35    |  2: 73.54    |  3: 81.16    |  4: 66.61   
[Batch: 0744/1000] mIoU: 73.21  |  FB-IoU: 84.22 |  0: 54.29    |  1: 90.35    |  2: 73.54    |  3: 81.24    |  4: 66.61   
[Batch: 0745/1000] mIoU: 73.23  |  FB-IoU: 84.24 |  0: 54.29    |  1: 90.35    |  2: 73.54    |  3: 81.34    |  4: 66.61   
[Batch: 0746/1000] mIoU: 73.24  |  FB-IoU: 84.25 |  0: 54.29    |  1: 90.35    |  2: 73.54    |  3: 81.34    |  4: 66.69   
[Batch: 0747/1000] mIoU: 73.25  |  FB-IoU: 84.25 |  0: 54.36    |  1: 90.35    |  2: 73.54    |  3: 81.34    |  4: 66.69   
[Batch: 0748/1000] mIoU: 73.26  |  FB-IoU: 84.26 |  0: 54.36    |  1: 90.35    |  2: 73.54    |  3: 81.37    |  4: 66.69   
[Batch: 0749/1000] mIoU: 73.25  |  FB-IoU: 84.26 |  0: 54.31    |  1: 90.35    |  2: 73.54    |  3: 81.37    |  4: 66.69   
[Batch: 0750/1000] mIoU: 73.25  |  FB-IoU: 84.27 |  0: 54.31    |  1: 90.36    |  2: 73.54    |  3: 81.37    |  4: 66.69   
[Batch: 0751/1000] mIoU: 73.27  |  FB-IoU: 84.29 |  0: 54.31    |  1: 90.45    |  2: 73.54    |  3: 81.37    |  4: 66.69   
[Batch: 0752/1000] mIoU: 73.30  |  FB-IoU: 84.33 |  0: 54.31    |  1: 90.45    |  2: 73.54    |  3: 81.54    |  4: 66.69   
[Batch: 0753/1000] mIoU: 73.28  |  FB-IoU: 84.32 |  0: 54.31    |  1: 90.45    |  2: 73.54    |  3: 81.44    |  4: 66.69   
[Batch: 0754/1000] mIoU: 73.28  |  FB-IoU: 84.32 |  0: 54.30    |  1: 90.45    |  2: 73.54    |  3: 81.44    |  4: 66.69   
[Batch: 0755/1000] mIoU: 73.27  |  FB-IoU: 84.31 |  0: 54.25    |  1: 90.45    |  2: 73.54    |  3: 81.44    |  4: 66.69   
[Batch: 0756/1000] mIoU: 73.26  |  FB-IoU: 84.32 |  0: 54.25    |  1: 90.40    |  2: 73.54    |  3: 81.44    |  4: 66.69   
[Batch: 0757/1000] mIoU: 73.20  |  FB-IoU: 84.25 |  0: 54.25    |  1: 90.40    |  2: 73.21    |  3: 81.44    |  4: 66.69   
[Batch: 0758/1000] mIoU: 73.19  |  FB-IoU: 84.25 |  0: 54.25    |  1: 90.40    |  2: 73.21    |  3: 81.44    |  4: 66.65   
[Batch: 0759/1000] mIoU: 73.17  |  FB-IoU: 84.24 |  0: 54.25    |  1: 90.40    |  2: 73.12    |  3: 81.44    |  4: 66.65   
[Batch: 0760/1000] mIoU: 73.20  |  FB-IoU: 84.26 |  0: 54.25    |  1: 90.52    |  2: 73.12    |  3: 81.44    |  4: 66.65   
[Batch: 0761/1000] mIoU: 73.20  |  FB-IoU: 84.27 |  0: 54.25    |  1: 90.52    |  2: 73.12    |  3: 81.44    |  4: 66.65   
[Batch: 0762/1000] mIoU: 73.19  |  FB-IoU: 84.26 |  0: 54.25    |  1: 90.52    |  2: 73.12    |  3: 81.39    |  4: 66.65   
[Batch: 0763/1000] mIoU: 73.20  |  FB-IoU: 84.27 |  0: 54.25    |  1: 90.52    |  2: 73.12    |  3: 81.39    |  4: 66.70   
[Batch: 0764/1000] mIoU: 73.20  |  FB-IoU: 84.28 |  0: 54.25    |  1: 90.52    |  2: 73.12    |  3: 81.39    |  4: 66.70   
[Batch: 0765/1000] mIoU: 73.21  |  FB-IoU: 84.30 |  0: 54.25    |  1: 90.52    |  2: 73.12    |  3: 81.47    |  4: 66.70   
[Batch: 0766/1000] mIoU: 73.22  |  FB-IoU: 84.31 |  0: 54.25    |  1: 90.52    |  2: 73.12    |  3: 81.50    |  4: 66.70   
[Batch: 0767/1000] mIoU: 73.29  |  FB-IoU: 84.32 |  0: 54.25    |  1: 90.52    |  2: 73.12    |  3: 81.50    |  4: 67.05   
[Batch: 0768/1000] mIoU: 73.29  |  FB-IoU: 84.32 |  0: 54.25    |  1: 90.52    |  2: 73.12    |  3: 81.50    |  4: 67.06   
[Batch: 0769/1000] mIoU: 73.30  |  FB-IoU: 84.32 |  0: 54.25    |  1: 90.52    |  2: 73.19    |  3: 81.50    |  4: 67.06   
[Batch: 0770/1000] mIoU: 73.34  |  FB-IoU: 84.36 |  0: 54.25    |  1: 90.72    |  2: 73.19    |  3: 81.50    |  4: 67.06   
[Batch: 0771/1000] mIoU: 73.34  |  FB-IoU: 84.34 |  0: 54.23    |  1: 90.72    |  2: 73.19    |  3: 81.50    |  4: 67.06   
[Batch: 0772/1000] mIoU: 73.31  |  FB-IoU: 84.33 |  0: 54.10    |  1: 90.72    |  2: 73.19    |  3: 81.50    |  4: 67.06   
[Batch: 0773/1000] mIoU: 73.33  |  FB-IoU: 84.35 |  0: 54.10    |  1: 90.72    |  2: 73.19    |  3: 81.59    |  4: 67.06   
[Batch: 0774/1000] mIoU: 73.33  |  FB-IoU: 84.35 |  0: 54.10    |  1: 90.72    |  2: 73.18    |  3: 81.59    |  4: 67.06   
[Batch: 0775/1000] mIoU: 73.18  |  FB-IoU: 84.28 |  0: 54.10    |  1: 90.72    |  2: 73.18    |  3: 81.59    |  4: 66.33   
[Batch: 0776/1000] mIoU: 73.26  |  FB-IoU: 84.33 |  0: 54.10    |  1: 90.72    |  2: 73.57    |  3: 81.59    |  4: 66.33   
[Batch: 0777/1000] mIoU: 73.25  |  FB-IoU: 84.32 |  0: 54.10    |  1: 90.72    |  2: 73.57    |  3: 81.55    |  4: 66.33   
[Batch: 0778/1000] mIoU: 73.22  |  FB-IoU: 84.31 |  0: 54.10    |  1: 90.72    |  2: 73.57    |  3: 81.55    |  4: 66.15   
[Batch: 0779/1000] mIoU: 73.22  |  FB-IoU: 84.31 |  0: 54.10    |  1: 90.72    |  2: 73.59    |  3: 81.55    |  4: 66.15   
[Batch: 0780/1000] mIoU: 73.17  |  FB-IoU: 84.26 |  0: 53.85    |  1: 90.72    |  2: 73.59    |  3: 81.55    |  4: 66.15   
[Batch: 0781/1000] mIoU: 73.16  |  FB-IoU: 84.25 |  0: 53.85    |  1: 90.72    |  2: 73.50    |  3: 81.55    |  4: 66.15   
[Batch: 0782/1000] mIoU: 73.16  |  FB-IoU: 84.25 |  0: 53.85    |  1: 90.72    |  2: 73.53    |  3: 81.55    |  4: 66.15   
[Batch: 0783/1000] mIoU: 73.14  |  FB-IoU: 84.25 |  0: 53.85    |  1: 90.62    |  2: 73.53    |  3: 81.55    |  4: 66.15   
[Batch: 0784/1000] mIoU: 73.14  |  FB-IoU: 84.25 |  0: 53.85    |  1: 90.62    |  2: 73.53    |  3: 81.55    |  4: 66.15   
[Batch: 0785/1000] mIoU: 73.21  |  FB-IoU: 84.27 |  0: 53.85    |  1: 90.62    |  2: 73.53    |  3: 81.55    |  4: 66.48   
[Batch: 0786/1000] mIoU: 73.19  |  FB-IoU: 84.25 |  0: 53.85    |  1: 90.62    |  2: 73.44    |  3: 81.55    |  4: 66.48   
[Batch: 0787/1000] mIoU: 73.19  |  FB-IoU: 84.26 |  0: 53.85    |  1: 90.62    |  2: 73.44    |  3: 81.55    |  4: 66.49   
[Batch: 0788/1000] mIoU: 73.06  |  FB-IoU: 84.13 |  0: 53.85    |  1: 90.62    |  2: 72.81    |  3: 81.55    |  4: 66.49   
[Batch: 0789/1000] mIoU: 73.10  |  FB-IoU: 84.16 |  0: 53.85    |  1: 90.62    |  2: 72.99    |  3: 81.55    |  4: 66.49   
[Batch: 0790/1000] mIoU: 73.11  |  FB-IoU: 84.17 |  0: 53.85    |  1: 90.62    |  2: 73.06    |  3: 81.55    |  4: 66.49   
[Batch: 0791/1000] mIoU: 73.09  |  FB-IoU: 84.16 |  0: 53.72    |  1: 90.62    |  2: 73.06    |  3: 81.55    |  4: 66.49   
[Batch: 0792/1000] mIoU: 73.18  |  FB-IoU: 84.18 |  0: 53.72    |  1: 90.62    |  2: 73.06    |  3: 81.55    |  4: 66.97   
[Batch: 0793/1000] mIoU: 73.20  |  FB-IoU: 84.20 |  0: 53.72    |  1: 90.62    |  2: 73.14    |  3: 81.55    |  4: 66.97   
[Batch: 0794/1000] mIoU: 73.20  |  FB-IoU: 84.20 |  0: 53.72    |  1: 90.62    |  2: 73.13    |  3: 81.55    |  4: 66.97   
[Batch: 0795/1000] mIoU: 73.15  |  FB-IoU: 84.16 |  0: 53.51    |  1: 90.62    |  2: 73.13    |  3: 81.55    |  4: 66.97   
[Batch: 0796/1000] mIoU: 73.17  |  FB-IoU: 84.17 |  0: 53.51    |  1: 90.62    |  2: 73.19    |  3: 81.55    |  4: 66.97   
[Batch: 0797/1000] mIoU: 73.18  |  FB-IoU: 84.19 |  0: 53.51    |  1: 90.62    |  2: 73.19    |  3: 81.61    |  4: 66.97   
[Batch: 0798/1000] mIoU: 73.17  |  FB-IoU: 84.19 |  0: 53.47    |  1: 90.62    |  2: 73.19    |  3: 81.61    |  4: 66.97   
[Batch: 0799/1000] mIoU: 73.19  |  FB-IoU: 84.19 |  0: 53.56    |  1: 90.62    |  2: 73.19    |  3: 81.61    |  4: 66.97   
[Batch: 0800/1000] mIoU: 73.19  |  FB-IoU: 84.20 |  0: 53.57    |  1: 90.62    |  2: 73.19    |  3: 81.61    |  4: 66.97   
[Batch: 0801/1000] mIoU: 73.21  |  FB-IoU: 84.21 |  0: 53.57    |  1: 90.62    |  2: 73.19    |  3: 81.61    |  4: 67.06   
[Batch: 0802/1000] mIoU: 73.24  |  FB-IoU: 84.20 |  0: 53.73    |  1: 90.62    |  2: 73.19    |  3: 81.61    |  4: 67.06   
[Batch: 0803/1000] mIoU: 73.17  |  FB-IoU: 84.17 |  0: 53.40    |  1: 90.62    |  2: 73.19    |  3: 81.61    |  4: 67.06   
[Batch: 0804/1000] mIoU: 73.00  |  FB-IoU: 84.07 |  0: 52.52    |  1: 90.62    |  2: 73.19    |  3: 81.61    |  4: 67.06   
[Batch: 0805/1000] mIoU: 73.06  |  FB-IoU: 84.08 |  0: 52.52    |  1: 90.62    |  2: 73.19    |  3: 81.61    |  4: 67.35   
[Batch: 0806/1000] mIoU: 73.03  |  FB-IoU: 84.08 |  0: 52.52    |  1: 90.48    |  2: 73.19    |  3: 81.61    |  4: 67.35   
[Batch: 0807/1000] mIoU: 73.10  |  FB-IoU: 84.10 |  0: 52.52    |  1: 90.48    |  2: 73.19    |  3: 81.61    |  4: 67.68   
[Batch: 0808/1000] mIoU: 73.05  |  FB-IoU: 84.06 |  0: 52.52    |  1: 90.48    |  2: 73.19    |  3: 81.39    |  4: 67.68   
[Batch: 0809/1000] mIoU: 73.06  |  FB-IoU: 84.07 |  0: 52.52    |  1: 90.48    |  2: 73.23    |  3: 81.39    |  4: 67.68   
[Batch: 0810/1000] mIoU: 73.06  |  FB-IoU: 84.07 |  0: 52.52    |  1: 90.48    |  2: 73.23    |  3: 81.39    |  4: 67.69   
[Batch: 0811/1000] mIoU: 73.10  |  FB-IoU: 84.09 |  0: 52.52    |  1: 90.48    |  2: 73.23    |  3: 81.39    |  4: 67.89   
[Batch: 0812/1000] mIoU: 73.11  |  FB-IoU: 84.10 |  0: 52.52    |  1: 90.48    |  2: 73.23    |  3: 81.41    |  4: 67.89   
[Batch: 0813/1000] mIoU: 73.10  |  FB-IoU: 84.09 |  0: 52.47    |  1: 90.48    |  2: 73.23    |  3: 81.41    |  4: 67.89   
[Batch: 0814/1000] mIoU: 73.10  |  FB-IoU: 84.09 |  0: 52.46    |  1: 90.48    |  2: 73.23    |  3: 81.41    |  4: 67.89   
[Batch: 0815/1000] mIoU: 73.09  |  FB-IoU: 84.09 |  0: 52.46    |  1: 90.48    |  2: 73.22    |  3: 81.41    |  4: 67.89   
[Batch: 0816/1000] mIoU: 73.10  |  FB-IoU: 84.10 |  0: 52.46    |  1: 90.48    |  2: 73.26    |  3: 81.41    |  4: 67.89   
[Batch: 0817/1000] mIoU: 72.97  |  FB-IoU: 84.03 |  0: 52.46    |  1: 90.48    |  2: 73.26    |  3: 81.41    |  4: 67.24   
[Batch: 0818/1000] mIoU: 72.96  |  FB-IoU: 84.02 |  0: 52.46    |  1: 90.48    |  2: 73.21    |  3: 81.41    |  4: 67.24   
[Batch: 0819/1000] mIoU: 72.97  |  FB-IoU: 84.03 |  0: 52.46    |  1: 90.48    |  2: 73.21    |  3: 81.44    |  4: 67.24   
[Batch: 0820/1000] mIoU: 72.92  |  FB-IoU: 84.00 |  0: 52.46    |  1: 90.48    |  2: 73.21    |  3: 81.44    |  4: 67.02   
[Batch: 0821/1000] mIoU: 72.95  |  FB-IoU: 84.04 |  0: 52.46    |  1: 90.48    |  2: 73.21    |  3: 81.59    |  4: 67.02   
[Batch: 0822/1000] mIoU: 72.98  |  FB-IoU: 84.07 |  0: 52.46    |  1: 90.63    |  2: 73.21    |  3: 81.59    |  4: 67.02   
[Batch: 0823/1000] mIoU: 73.00  |  FB-IoU: 84.07 |  0: 52.56    |  1: 90.63    |  2: 73.21    |  3: 81.59    |  4: 67.02   
[Batch: 0824/1000] mIoU: 73.02  |  FB-IoU: 84.09 |  0: 52.56    |  1: 90.63    |  2: 73.28    |  3: 81.59    |  4: 67.02   
[Batch: 0825/1000] mIoU: 73.03  |  FB-IoU: 84.10 |  0: 52.56    |  1: 90.63    |  2: 73.28    |  3: 81.65    |  4: 67.02   
[Batch: 0826/1000] mIoU: 73.03  |  FB-IoU: 84.12 |  0: 52.56    |  1: 90.66    |  2: 73.28    |  3: 81.65    |  4: 67.02   
[Batch: 0827/1000] mIoU: 73.00  |  FB-IoU: 84.08 |  0: 52.56    |  1: 90.66    |  2: 73.28    |  3: 81.65    |  4: 66.84   
[Batch: 0828/1000] mIoU: 73.01  |  FB-IoU: 84.11 |  0: 52.56    |  1: 90.72    |  2: 73.28    |  3: 81.65    |  4: 66.84   
[Batch: 0829/1000] mIoU: 73.02  |  FB-IoU: 84.12 |  0: 52.56    |  1: 90.72    |  2: 73.28    |  3: 81.65    |  4: 66.89   
[Batch: 0830/1000] mIoU: 73.03  |  FB-IoU: 84.12 |  0: 52.56    |  1: 90.72    |  2: 73.28    |  3: 81.65    |  4: 66.92   
[Batch: 0831/1000] mIoU: 73.08  |  FB-IoU: 84.11 |  0: 52.82    |  1: 90.72    |  2: 73.28    |  3: 81.65    |  4: 66.92   
[Batch: 0832/1000] mIoU: 73.02  |  FB-IoU: 84.06 |  0: 52.53    |  1: 90.72    |  2: 73.28    |  3: 81.65    |  4: 66.92   
[Batch: 0833/1000] mIoU: 73.10  |  FB-IoU: 84.09 |  0: 52.53    |  1: 90.72    |  2: 73.28    |  3: 81.65    |  4: 67.34   
[Batch: 0834/1000] mIoU: 73.19  |  FB-IoU: 84.12 |  0: 52.53    |  1: 90.72    |  2: 73.28    |  3: 81.65    |  4: 67.78   
[Batch: 0835/1000] mIoU: 73.20  |  FB-IoU: 84.13 |  0: 52.53    |  1: 90.72    |  2: 73.28    |  3: 81.65    |  4: 67.80   
[Batch: 0836/1000] mIoU: 73.21  |  FB-IoU: 84.14 |  0: 52.53    |  1: 90.72    |  2: 73.28    |  3: 81.71    |  4: 67.80   
[Batch: 0837/1000] mIoU: 73.22  |  FB-IoU: 84.16 |  0: 52.53    |  1: 90.78    |  2: 73.28    |  3: 81.71    |  4: 67.80   
[Batch: 0838/1000] mIoU: 73.26  |  FB-IoU: 84.16 |  0: 52.70    |  1: 90.78    |  2: 73.28    |  3: 81.71    |  4: 67.80   
[Batch: 0839/1000] mIoU: 73.27  |  FB-IoU: 84.18 |  0: 52.70    |  1: 90.78    |  2: 73.28    |  3: 81.80    |  4: 67.80   
[Batch: 0840/1000] mIoU: 73.27  |  FB-IoU: 84.18 |  0: 52.70    |  1: 90.78    |  2: 73.28    |  3: 81.80    |  4: 67.76   
[Batch: 0841/1000] mIoU: 73.28  |  FB-IoU: 84.20 |  0: 52.70    |  1: 90.87    |  2: 73.28    |  3: 81.80    |  4: 67.76   
[Batch: 0842/1000] mIoU: 73.17  |  FB-IoU: 84.09 |  0: 52.70    |  1: 90.87    |  2: 73.28    |  3: 81.21    |  4: 67.76   
[Batch: 0843/1000] mIoU: 73.18  |  FB-IoU: 84.11 |  0: 52.70    |  1: 90.87    |  2: 73.28    |  3: 81.29    |  4: 67.76   
[Batch: 0844/1000] mIoU: 73.19  |  FB-IoU: 84.13 |  0: 52.70    |  1: 90.87    |  2: 73.28    |  3: 81.33    |  4: 67.76   
[Batch: 0845/1000] mIoU: 73.20  |  FB-IoU: 84.13 |  0: 52.70    |  1: 90.87    |  2: 73.31    |  3: 81.33    |  4: 67.76   
[Batch: 0846/1000] mIoU: 73.20  |  FB-IoU: 84.15 |  0: 52.70    |  1: 90.90    |  2: 73.31    |  3: 81.33    |  4: 67.76   
[Batch: 0847/1000] mIoU: 73.20  |  FB-IoU: 84.15 |  0: 52.70    |  1: 90.91    |  2: 73.31    |  3: 81.33    |  4: 67.76   
[Batch: 0848/1000] mIoU: 73.20  |  FB-IoU: 84.16 |  0: 52.70    |  1: 90.91    |  2: 73.31    |  3: 81.33    |  4: 67.77   
[Batch: 0849/1000] mIoU: 73.16  |  FB-IoU: 84.15 |  0: 52.70    |  1: 90.68    |  2: 73.31    |  3: 81.33    |  4: 67.77   
[Batch: 0850/1000] mIoU: 73.17  |  FB-IoU: 84.16 |  0: 52.70    |  1: 90.74    |  2: 73.31    |  3: 81.33    |  4: 67.77   
[Batch: 0851/1000] mIoU: 73.17  |  FB-IoU: 84.17 |  0: 52.70    |  1: 90.74    |  2: 73.31    |  3: 81.33    |  4: 67.79   
[Batch: 0852/1000] mIoU: 73.17  |  FB-IoU: 84.17 |  0: 52.70    |  1: 90.74    |  2: 73.30    |  3: 81.33    |  4: 67.79   
[Batch: 0853/1000] mIoU: 73.19  |  FB-IoU: 84.19 |  0: 52.70    |  1: 90.74    |  2: 73.30    |  3: 81.44    |  4: 67.79   
[Batch: 0854/1000] mIoU: 73.44  |  FB-IoU: 84.23 |  0: 53.94    |  1: 90.74    |  2: 73.30    |  3: 81.44    |  4: 67.79   
[Batch: 0855/1000] mIoU: 73.44  |  FB-IoU: 84.23 |  0: 53.94    |  1: 90.74    |  2: 73.30    |  3: 81.43    |  4: 67.79   
[Batch: 0856/1000] mIoU: 73.44  |  FB-IoU: 84.24 |  0: 53.94    |  1: 90.77    |  2: 73.30    |  3: 81.43    |  4: 67.79   
[Batch: 0857/1000] mIoU: 73.45  |  FB-IoU: 84.25 |  0: 53.94    |  1: 90.77    |  2: 73.33    |  3: 81.43    |  4: 67.79   
[Batch: 0858/1000] mIoU: 73.46  |  FB-IoU: 84.26 |  0: 53.94    |  1: 90.77    |  2: 73.37    |  3: 81.43    |  4: 67.79   
[Batch: 0859/1000] mIoU: 73.47  |  FB-IoU: 84.26 |  0: 53.94    |  1: 90.77    |  2: 73.37    |  3: 81.43    |  4: 67.85   
[Batch: 0860/1000] mIoU: 73.48  |  FB-IoU: 84.27 |  0: 53.94    |  1: 90.77    |  2: 73.39    |  3: 81.43    |  4: 67.85   
[Batch: 0861/1000] mIoU: 73.45  |  FB-IoU: 84.25 |  0: 53.94    |  1: 90.77    |  2: 73.39    |  3: 81.43    |  4: 67.73   
[Batch: 0862/1000] mIoU: 73.45  |  FB-IoU: 84.25 |  0: 53.91    |  1: 90.77    |  2: 73.39    |  3: 81.43    |  4: 67.73   
[Batch: 0863/1000] mIoU: 73.44  |  FB-IoU: 84.25 |  0: 53.91    |  1: 90.77    |  2: 73.38    |  3: 81.43    |  4: 67.73   
[Batch: 0864/1000] mIoU: 73.45  |  FB-IoU: 84.26 |  0: 53.91    |  1: 90.77    |  2: 73.43    |  3: 81.43    |  4: 67.73   
[Batch: 0865/1000] mIoU: 73.49  |  FB-IoU: 84.27 |  0: 54.09    |  1: 90.77    |  2: 73.43    |  3: 81.43    |  4: 67.73   
[Batch: 0866/1000] mIoU: 73.50  |  FB-IoU: 84.27 |  0: 54.09    |  1: 90.77    |  2: 73.43    |  3: 81.43    |  4: 67.77   
[Batch: 0867/1000] mIoU: 73.50  |  FB-IoU: 84.28 |  0: 54.09    |  1: 90.77    |  2: 73.43    |  3: 81.46    |  4: 67.77   
[Batch: 0868/1000] mIoU: 73.51  |  FB-IoU: 84.30 |  0: 54.09    |  1: 90.80    |  2: 73.43    |  3: 81.46    |  4: 67.77   
[Batch: 0869/1000] mIoU: 73.46  |  FB-IoU: 84.27 |  0: 54.09    |  1: 90.80    |  2: 73.43    |  3: 81.46    |  4: 67.52   
[Batch: 0870/1000] mIoU: 73.48  |  FB-IoU: 84.29 |  0: 54.09    |  1: 90.80    |  2: 73.43    |  3: 81.53    |  4: 67.52   
[Batch: 0871/1000] mIoU: 73.49  |  FB-IoU: 84.29 |  0: 54.09    |  1: 90.80    |  2: 73.49    |  3: 81.53    |  4: 67.52   
[Batch: 0872/1000] mIoU: 73.48  |  FB-IoU: 84.29 |  0: 54.09    |  1: 90.80    |  2: 73.49    |  3: 81.51    |  4: 67.52   
[Batch: 0873/1000] mIoU: 73.49  |  FB-IoU: 84.31 |  0: 54.09    |  1: 90.87    |  2: 73.49    |  3: 81.51    |  4: 67.52   
[Batch: 0874/1000] mIoU: 73.46  |  FB-IoU: 84.27 |  0: 54.09    |  1: 90.87    |  2: 73.49    |  3: 81.32    |  4: 67.52   
[Batch: 0875/1000] mIoU: 73.48  |  FB-IoU: 84.30 |  0: 54.09    |  1: 90.87    |  2: 73.49    |  3: 81.42    |  4: 67.52   
[Batch: 0876/1000] mIoU: 73.49  |  FB-IoU: 84.30 |  0: 54.09    |  1: 90.87    |  2: 73.49    |  3: 81.42    |  4: 67.58   
[Batch: 0877/1000] mIoU: 73.50  |  FB-IoU: 84.32 |  0: 54.09    |  1: 90.92    |  2: 73.49    |  3: 81.42    |  4: 67.58   
[Batch: 0878/1000] mIoU: 73.51  |  FB-IoU: 84.33 |  0: 54.17    |  1: 90.92    |  2: 73.49    |  3: 81.42    |  4: 67.58   
[Batch: 0879/1000] mIoU: 73.51  |  FB-IoU: 84.33 |  0: 54.17    |  1: 90.92    |  2: 73.48    |  3: 81.42    |  4: 67.58   
[Batch: 0880/1000] mIoU: 73.51  |  FB-IoU: 84.33 |  0: 54.17    |  1: 90.92    |  2: 73.48    |  3: 81.42    |  4: 67.59   
[Batch: 0881/1000] mIoU: 73.53  |  FB-IoU: 84.33 |  0: 54.23    |  1: 90.92    |  2: 73.48    |  3: 81.42    |  4: 67.59   
[Batch: 0882/1000] mIoU: 73.53  |  FB-IoU: 84.34 |  0: 54.23    |  1: 90.92    |  2: 73.49    |  3: 81.42    |  4: 67.59   
[Batch: 0883/1000] mIoU: 73.50  |  FB-IoU: 84.34 |  0: 54.23    |  1: 90.75    |  2: 73.49    |  3: 81.42    |  4: 67.59   
[Batch: 0884/1000] mIoU: 73.49  |  FB-IoU: 84.33 |  0: 54.20    |  1: 90.75    |  2: 73.49    |  3: 81.42    |  4: 67.59   
[Batch: 0885/1000] mIoU: 73.48  |  FB-IoU: 84.32 |  0: 54.20    |  1: 90.75    |  2: 73.43    |  3: 81.42    |  4: 67.59   
[Batch: 0886/1000] mIoU: 73.50  |  FB-IoU: 84.35 |  0: 54.20    |  1: 90.88    |  2: 73.43    |  3: 81.42    |  4: 67.59   
[Batch: 0887/1000] mIoU: 73.51  |  FB-IoU: 84.36 |  0: 54.20    |  1: 90.90    |  2: 73.43    |  3: 81.42    |  4: 67.59   
[Batch: 0888/1000] mIoU: 73.52  |  FB-IoU: 84.36 |  0: 54.20    |  1: 90.90    |  2: 73.43    |  3: 81.42    |  4: 67.64   
[Batch: 0889/1000] mIoU: 73.53  |  FB-IoU: 84.38 |  0: 54.20    |  1: 90.90    |  2: 73.43    |  3: 81.48    |  4: 67.64   
[Batch: 0890/1000] mIoU: 73.54  |  FB-IoU: 84.39 |  0: 54.20    |  1: 90.90    |  2: 73.43    |  3: 81.53    |  4: 67.64   
[Batch: 0891/1000] mIoU: 73.55  |  FB-IoU: 84.41 |  0: 54.20    |  1: 90.90    |  2: 73.43    |  3: 81.60    |  4: 67.64   
[Batch: 0892/1000] mIoU: 73.53  |  FB-IoU: 84.39 |  0: 54.20    |  1: 90.90    |  2: 73.31    |  3: 81.60    |  4: 67.64   
[Batch: 0893/1000] mIoU: 73.56  |  FB-IoU: 84.40 |  0: 54.20    |  1: 90.90    |  2: 73.31    |  3: 81.60    |  4: 67.80   
[Batch: 0894/1000] mIoU: 73.58  |  FB-IoU: 84.41 |  0: 54.20    |  1: 90.90    |  2: 73.39    |  3: 81.60    |  4: 67.80   
[Batch: 0895/1000] mIoU: 73.59  |  FB-IoU: 84.41 |  0: 54.25    |  1: 90.90    |  2: 73.39    |  3: 81.60    |  4: 67.80   
[Batch: 0896/1000] mIoU: 73.60  |  FB-IoU: 84.40 |  0: 54.25    |  1: 90.90    |  2: 73.39    |  3: 81.60    |  4: 67.88   
[Batch: 0897/1000] mIoU: 73.53  |  FB-IoU: 84.33 |  0: 54.25    |  1: 90.90    |  2: 73.39    |  3: 81.23    |  4: 67.88   
[Batch: 0898/1000] mIoU: 73.53  |  FB-IoU: 84.33 |  0: 54.25    |  1: 90.90    |  2: 73.39    |  3: 81.23    |  4: 67.88   
[Batch: 0899/1000] mIoU: 73.54  |  FB-IoU: 84.34 |  0: 54.25    |  1: 90.90    |  2: 73.43    |  3: 81.23    |  4: 67.88   
[Batch: 0900/1000] mIoU: 73.55  |  FB-IoU: 84.35 |  0: 54.25    |  1: 90.90    |  2: 73.43    |  3: 81.23    |  4: 67.95   
[Batch: 0901/1000] mIoU: 73.58  |  FB-IoU: 84.35 |  0: 54.39    |  1: 90.90    |  2: 73.43    |  3: 81.23    |  4: 67.95   
[Batch: 0902/1000] mIoU: 73.57  |  FB-IoU: 84.35 |  0: 54.39    |  1: 90.90    |  2: 73.43    |  3: 81.17    |  4: 67.95   
[Batch: 0903/1000] mIoU: 73.60  |  FB-IoU: 84.37 |  0: 54.39    |  1: 90.90    |  2: 73.59    |  3: 81.17    |  4: 67.95   
[Batch: 0904/1000] mIoU: 73.61  |  FB-IoU: 84.39 |  0: 54.39    |  1: 90.90    |  2: 73.59    |  3: 81.25    |  4: 67.95   
[Batch: 0905/1000] mIoU: 73.60  |  FB-IoU: 84.37 |  0: 54.39    |  1: 90.90    |  2: 73.59    |  3: 81.18    |  4: 67.95   
[Batch: 0906/1000] mIoU: 73.62  |  FB-IoU: 84.39 |  0: 54.39    |  1: 90.90    |  2: 73.59    |  3: 81.25    |  4: 67.95   
[Batch: 0907/1000] mIoU: 73.57  |  FB-IoU: 84.34 |  0: 54.39    |  1: 90.90    |  2: 73.34    |  3: 81.25    |  4: 67.95   
[Batch: 0908/1000] mIoU: 73.58  |  FB-IoU: 84.36 |  0: 54.39    |  1: 90.90    |  2: 73.34    |  3: 81.31    |  4: 67.95   
[Batch: 0909/1000] mIoU: 73.59  |  FB-IoU: 84.38 |  0: 54.39    |  1: 90.90    |  2: 73.34    |  3: 81.38    |  4: 67.95   
[Batch: 0910/1000] mIoU: 73.60  |  FB-IoU: 84.39 |  0: 54.39    |  1: 90.90    |  2: 73.34    |  3: 81.44    |  4: 67.95   
[Batch: 0911/1000] mIoU: 73.59  |  FB-IoU: 84.37 |  0: 54.39    |  1: 90.90    |  2: 73.34    |  3: 81.44    |  4: 67.89   
[Batch: 0912/1000] mIoU: 73.46  |  FB-IoU: 84.29 |  0: 54.39    |  1: 90.90    |  2: 73.34    |  3: 81.44    |  4: 67.22   
[Batch: 0913/1000] mIoU: 73.46  |  FB-IoU: 84.29 |  0: 54.40    |  1: 90.90    |  2: 73.34    |  3: 81.44    |  4: 67.22   
[Batch: 0914/1000] mIoU: 73.48  |  FB-IoU: 84.31 |  0: 54.40    |  1: 90.90    |  2: 73.46    |  3: 81.44    |  4: 67.22   
[Batch: 0915/1000] mIoU: 73.46  |  FB-IoU: 84.28 |  0: 54.40    |  1: 90.90    |  2: 73.33    |  3: 81.44    |  4: 67.22   
[Batch: 0916/1000] mIoU: 73.46  |  FB-IoU: 84.29 |  0: 54.40    |  1: 90.91    |  2: 73.33    |  3: 81.44    |  4: 67.22   
[Batch: 0917/1000] mIoU: 73.47  |  FB-IoU: 84.29 |  0: 54.40    |  1: 90.91    |  2: 73.33    |  3: 81.44    |  4: 67.28   
[Batch: 0918/1000] mIoU: 73.46  |  FB-IoU: 84.29 |  0: 54.40    |  1: 90.91    |  2: 73.26    |  3: 81.44    |  4: 67.28   
[Batch: 0919/1000] mIoU: 73.36  |  FB-IoU: 84.23 |  0: 54.40    |  1: 90.91    |  2: 73.26    |  3: 81.44    |  4: 66.79   
[Batch: 0920/1000] mIoU: 73.36  |  FB-IoU: 84.23 |  0: 54.40    |  1: 90.91    |  2: 73.26    |  3: 81.43    |  4: 66.79   
[Batch: 0921/1000] mIoU: 73.34  |  FB-IoU: 84.21 |  0: 54.40    |  1: 90.91    |  2: 73.16    |  3: 81.43    |  4: 66.79   
[Batch: 0922/1000] mIoU: 73.34  |  FB-IoU: 84.21 |  0: 54.40    |  1: 90.91    |  2: 73.17    |  3: 81.43    |  4: 66.79   
[Batch: 0923/1000] mIoU: 73.35  |  FB-IoU: 84.22 |  0: 54.40    |  1: 90.91    |  2: 73.17    |  3: 81.47    |  4: 66.79   
[Batch: 0924/1000] mIoU: 73.38  |  FB-IoU: 84.25 |  0: 54.40    |  1: 90.91    |  2: 73.35    |  3: 81.47    |  4: 66.79   
[Batch: 0925/1000] mIoU: 73.40  |  FB-IoU: 84.26 |  0: 54.40    |  1: 90.91    |  2: 73.41    |  3: 81.47    |  4: 66.79   
[Batch: 0926/1000] mIoU: 73.32  |  FB-IoU: 84.20 |  0: 54.40    |  1: 90.91    |  2: 73.41    |  3: 81.11    |  4: 66.79   
[Batch: 0927/1000] mIoU: 73.33  |  FB-IoU: 84.21 |  0: 54.40    |  1: 90.91    |  2: 73.41    |  3: 81.15    |  4: 66.79   
[Batch: 0928/1000] mIoU: 73.34  |  FB-IoU: 84.21 |  0: 54.40    |  1: 90.91    |  2: 73.45    |  3: 81.15    |  4: 66.79   
[Batch: 0929/1000] mIoU: 73.36  |  FB-IoU: 84.22 |  0: 54.40    |  1: 90.91    |  2: 73.45    |  3: 81.15    |  4: 66.90   
[Batch: 0930/1000] mIoU: 73.33  |  FB-IoU: 84.19 |  0: 54.40    |  1: 90.91    |  2: 73.45    |  3: 80.99    |  4: 66.90   
[Batch: 0931/1000] mIoU: 73.34  |  FB-IoU: 84.21 |  0: 54.40    |  1: 90.91    |  2: 73.45    |  3: 81.02    |  4: 66.90   
[Batch: 0932/1000] mIoU: 73.35  |  FB-IoU: 84.22 |  0: 54.40    |  1: 90.91    |  2: 73.52    |  3: 81.02    |  4: 66.90   
[Batch: 0933/1000] mIoU: 73.37  |  FB-IoU: 84.23 |  0: 54.40    |  1: 90.91    |  2: 73.61    |  3: 81.02    |  4: 66.90   
[Batch: 0934/1000] mIoU: 73.37  |  FB-IoU: 84.24 |  0: 54.40    |  1: 90.91    |  2: 73.61    |  3: 81.02    |  4: 66.90   
[Batch: 0935/1000] mIoU: 73.40  |  FB-IoU: 84.25 |  0: 54.40    |  1: 90.91    |  2: 73.61    |  3: 81.02    |  4: 67.07   
[Batch: 0936/1000] mIoU: 73.52  |  FB-IoU: 84.25 |  0: 55.00    |  1: 90.91    |  2: 73.61    |  3: 81.02    |  4: 67.07   
[Batch: 0937/1000] mIoU: 73.49  |  FB-IoU: 84.21 |  0: 54.83    |  1: 90.91    |  2: 73.61    |  3: 81.02    |  4: 67.07   
[Batch: 0938/1000] mIoU: 73.49  |  FB-IoU: 84.21 |  0: 54.83    |  1: 90.91    |  2: 73.61    |  3: 81.02    |  4: 67.08   
[Batch: 0939/1000] mIoU: 73.52  |  FB-IoU: 84.24 |  0: 54.83    |  1: 90.91    |  2: 73.61    |  3: 81.16    |  4: 67.08   
[Batch: 0940/1000] mIoU: 73.53  |  FB-IoU: 84.25 |  0: 54.83    |  1: 90.95    |  2: 73.61    |  3: 81.16    |  4: 67.08   
[Batch: 0941/1000] mIoU: 73.53  |  FB-IoU: 84.26 |  0: 54.83    |  1: 90.98    |  2: 73.61    |  3: 81.16    |  4: 67.08   
[Batch: 0942/1000] mIoU: 73.54  |  FB-IoU: 84.27 |  0: 54.83    |  1: 90.98    |  2: 73.61    |  3: 81.17    |  4: 67.08   
[Batch: 0943/1000] mIoU: 73.54  |  FB-IoU: 84.27 |  0: 54.83    |  1: 90.98    |  2: 73.63    |  3: 81.17    |  4: 67.08   
[Batch: 0944/1000] mIoU: 73.55  |  FB-IoU: 84.28 |  0: 54.83    |  1: 90.98    |  2: 73.63    |  3: 81.20    |  4: 67.08   
[Batch: 0945/1000] mIoU: 73.55  |  FB-IoU: 84.29 |  0: 54.84    |  1: 90.98    |  2: 73.63    |  3: 81.20    |  4: 67.08   
[Batch: 0946/1000] mIoU: 73.56  |  FB-IoU: 84.30 |  0: 54.84    |  1: 91.04    |  2: 73.63    |  3: 81.20    |  4: 67.08   
[Batch: 0947/1000] mIoU: 73.45  |  FB-IoU: 84.18 |  0: 54.84    |  1: 91.04    |  2: 73.06    |  3: 81.20    |  4: 67.08   
[Batch: 0948/1000] mIoU: 73.40  |  FB-IoU: 84.16 |  0: 54.84    |  1: 91.04    |  2: 73.06    |  3: 81.20    |  4: 66.88   
[Batch: 0949/1000] mIoU: 73.41  |  FB-IoU: 84.17 |  0: 54.84    |  1: 91.07    |  2: 73.06    |  3: 81.20    |  4: 66.88   
[Batch: 0950/1000] mIoU: 73.42  |  FB-IoU: 84.18 |  0: 54.84    |  1: 91.12    |  2: 73.06    |  3: 81.20    |  4: 66.88   
[Batch: 0951/1000] mIoU: 73.43  |  FB-IoU: 84.20 |  0: 54.84    |  1: 91.15    |  2: 73.06    |  3: 81.20    |  4: 66.88   
[Batch: 0952/1000] mIoU: 73.44  |  FB-IoU: 84.21 |  0: 54.89    |  1: 91.15    |  2: 73.06    |  3: 81.20    |  4: 66.88   
[Batch: 0953/1000] mIoU: 73.44  |  FB-IoU: 84.21 |  0: 54.89    |  1: 91.15    |  2: 73.06    |  3: 81.20    |  4: 66.88   
[Batch: 0954/1000] mIoU: 73.48  |  FB-IoU: 84.23 |  0: 54.89    |  1: 91.15    |  2: 73.06    |  3: 81.20    |  4: 67.08   
[Batch: 0955/1000] mIoU: 73.49  |  FB-IoU: 84.24 |  0: 54.89    |  1: 91.15    |  2: 73.14    |  3: 81.20    |  4: 67.08   
[Batch: 0956/1000] mIoU: 73.54  |  FB-IoU: 84.24 |  0: 55.15    |  1: 91.15    |  2: 73.14    |  3: 81.20    |  4: 67.08   
[Batch: 0957/1000] mIoU: 73.53  |  FB-IoU: 84.24 |  0: 55.11    |  1: 91.15    |  2: 73.14    |  3: 81.20    |  4: 67.08   
[Batch: 0958/1000] mIoU: 73.55  |  FB-IoU: 84.26 |  0: 55.11    |  1: 91.15    |  2: 73.14    |  3: 81.26    |  4: 67.08   
[Batch: 0959/1000] mIoU: 73.59  |  FB-IoU: 84.28 |  0: 55.11    |  1: 91.15    |  2: 73.34    |  3: 81.26    |  4: 67.08   
[Batch: 0960/1000] mIoU: 73.61  |  FB-IoU: 84.31 |  0: 55.11    |  1: 91.25    |  2: 73.34    |  3: 81.26    |  4: 67.08   
[Batch: 0961/1000] mIoU: 73.62  |  FB-IoU: 84.31 |  0: 55.17    |  1: 91.25    |  2: 73.34    |  3: 81.26    |  4: 67.08   
[Batch: 0962/1000] mIoU: 73.64  |  FB-IoU: 84.32 |  0: 55.17    |  1: 91.25    |  2: 73.45    |  3: 81.26    |  4: 67.08   
[Batch: 0963/1000] mIoU: 73.65  |  FB-IoU: 84.34 |  0: 55.17    |  1: 91.30    |  2: 73.45    |  3: 81.26    |  4: 67.08   
[Batch: 0964/1000] mIoU: 73.52  |  FB-IoU: 84.20 |  0: 55.17    |  1: 91.30    |  2: 72.81    |  3: 81.26    |  4: 67.08   
[Batch: 0965/1000] mIoU: 73.53  |  FB-IoU: 84.22 |  0: 55.17    |  1: 91.30    |  2: 72.81    |  3: 81.32    |  4: 67.08   
[Batch: 0966/1000] mIoU: 73.50  |  FB-IoU: 84.20 |  0: 55.17    |  1: 91.30    |  2: 72.81    |  3: 81.32    |  4: 66.93   
[Batch: 0967/1000] mIoU: 73.50  |  FB-IoU: 84.21 |  0: 55.17    |  1: 91.30    |  2: 72.80    |  3: 81.32    |  4: 66.93   
[Batch: 0968/1000] mIoU: 73.55  |  FB-IoU: 84.18 |  0: 55.39    |  1: 91.30    |  2: 72.80    |  3: 81.32    |  4: 66.93   
[Batch: 0969/1000] mIoU: 73.56  |  FB-IoU: 84.18 |  0: 55.46    |  1: 91.30    |  2: 72.80    |  3: 81.32    |  4: 66.93   
[Batch: 0970/1000] mIoU: 73.57  |  FB-IoU: 84.20 |  0: 55.46    |  1: 91.30    |  2: 72.80    |  3: 81.36    |  4: 66.93   
[Batch: 0971/1000] mIoU: 73.59  |  FB-IoU: 84.22 |  0: 55.46    |  1: 91.37    |  2: 72.80    |  3: 81.36    |  4: 66.93   
[Batch: 0972/1000] mIoU: 73.58  |  FB-IoU: 84.21 |  0: 55.46    |  1: 91.37    |  2: 72.79    |  3: 81.36    |  4: 66.93   
[Batch: 0973/1000] mIoU: 73.56  |  FB-IoU: 84.20 |  0: 55.33    |  1: 91.37    |  2: 72.79    |  3: 81.36    |  4: 66.93   
[Batch: 0974/1000] mIoU: 73.56  |  FB-IoU: 84.21 |  0: 55.33    |  1: 91.37    |  2: 72.79    |  3: 81.39    |  4: 66.93   
[Batch: 0975/1000] mIoU: 73.49  |  FB-IoU: 84.14 |  0: 55.33    |  1: 91.37    |  2: 72.79    |  3: 81.02    |  4: 66.93   
[Batch: 0976/1000] mIoU: 73.50  |  FB-IoU: 84.16 |  0: 55.33    |  1: 91.44    |  2: 72.79    |  3: 81.02    |  4: 66.93   
[Batch: 0977/1000] mIoU: 73.50  |  FB-IoU: 84.14 |  0: 55.32    |  1: 91.44    |  2: 72.79    |  3: 81.02    |  4: 66.93   
[Batch: 0978/1000] mIoU: 73.53  |  FB-IoU: 84.15 |  0: 55.32    |  1: 91.44    |  2: 72.79    |  3: 81.02    |  4: 67.08   
[Batch: 0979/1000] mIoU: 73.40  |  FB-IoU: 84.09 |  0: 54.67    |  1: 91.44    |  2: 72.79    |  3: 81.02    |  4: 67.08   
[Batch: 0980/1000] mIoU: 73.39  |  FB-IoU: 84.08 |  0: 54.67    |  1: 91.44    |  2: 72.74    |  3: 81.02    |  4: 67.08   
[Batch: 0981/1000] mIoU: 73.39  |  FB-IoU: 84.08 |  0: 54.67    |  1: 91.44    |  2: 72.73    |  3: 81.02    |  4: 67.08   
[Batch: 0982/1000] mIoU: 73.38  |  FB-IoU: 84.08 |  0: 54.64    |  1: 91.44    |  2: 72.73    |  3: 81.02    |  4: 67.08   
[Batch: 0983/1000] mIoU: 73.37  |  FB-IoU: 84.07 |  0: 54.64    |  1: 91.44    |  2: 72.73    |  3: 81.02    |  4: 67.01   
[Batch: 0984/1000] mIoU: 73.21  |  FB-IoU: 83.92 |  0: 54.64    |  1: 91.44    |  2: 72.73    |  3: 80.22    |  4: 67.01   
[Batch: 0985/1000] mIoU: 73.22  |  FB-IoU: 83.93 |  0: 54.64    |  1: 91.44    |  2: 72.73    |  3: 80.26    |  4: 67.01   
[Batch: 0986/1000] mIoU: 73.16  |  FB-IoU: 83.87 |  0: 54.64    |  1: 91.44    |  2: 72.45    |  3: 80.26    |  4: 67.01   
[Batch: 0987/1000] mIoU: 73.21  |  FB-IoU: 83.87 |  0: 54.88    |  1: 91.44    |  2: 72.45    |  3: 80.26    |  4: 67.01   
[Batch: 0988/1000] mIoU: 73.23  |  FB-IoU: 83.88 |  0: 54.88    |  1: 91.44    |  2: 72.45    |  3: 80.26    |  4: 67.09   
[Batch: 0989/1000] mIoU: 73.24  |  FB-IoU: 83.89 |  0: 54.88    |  1: 91.44    |  2: 72.51    |  3: 80.26    |  4: 67.09   
[Batch: 0990/1000] mIoU: 73.24  |  FB-IoU: 83.90 |  0: 54.88    |  1: 91.44    |  2: 72.51    |  3: 80.28    |  4: 67.09   
[Batch: 0991/1000] mIoU: 73.26  |  FB-IoU: 83.93 |  0: 54.88    |  1: 91.52    |  2: 72.51    |  3: 80.28    |  4: 67.09   
[Batch: 0992/1000] mIoU: 73.27  |  FB-IoU: 83.94 |  0: 54.88    |  1: 91.52    |  2: 72.51    |  3: 80.32    |  4: 67.09   
[Batch: 0993/1000] mIoU: 73.28  |  FB-IoU: 83.95 |  0: 54.88    |  1: 91.58    |  2: 72.51    |  3: 80.32    |  4: 67.09   
[Batch: 0994/1000] mIoU: 73.26  |  FB-IoU: 83.95 |  0: 54.81    |  1: 91.58    |  2: 72.51    |  3: 80.32    |  4: 67.09   
[Batch: 0995/1000] mIoU: 73.27  |  FB-IoU: 83.96 |  0: 54.81    |  1: 91.58    |  2: 72.51    |  3: 80.37    |  4: 67.09   
[Batch: 0996/1000] mIoU: 73.28  |  FB-IoU: 83.96 |  0: 54.81    |  1: 91.58    |  2: 72.52    |  3: 80.37    |  4: 67.09   
[Batch: 0997/1000] mIoU: 73.28  |  FB-IoU: 83.97 |  0: 54.81    |  1: 91.58    |  2: 72.52    |  3: 80.38    |  4: 67.09   
[Batch: 0998/1000] mIoU: 73.33  |  FB-IoU: 84.01 |  0: 54.81    |  1: 91.58    |  2: 72.80    |  3: 80.38    |  4: 67.09   
[Batch: 0999/1000] mIoU: 73.34  |  FB-IoU: 84.01 |  0: 54.81    |  1: 91.58    |  2: 72.82    |  3: 80.38    |  4: 67.09   
[Batch: 1000/1000] mIoU: 73.25  |  FB-IoU: 83.93 |  0: 54.81    |  1: 91.58    |  2: 72.82    |  3: 79.97    |  4: 67.09   

*** Test [@Epoch 00] Avg L: 0.00000  mIoU: 73.25   FB-IoU: 83.93    |  0: 54.81    |  1: 91.58    |  2: 72.82    |  3: 79.97    |  4: 67.09   ***

Fold 3 mIoU: 73.25 	 FB-IoU: 83.93
==================== Finished Testing ====================
