
:=========== Few-shot Seg. with Matcher ===========
|             datapath: datasets                
|            benchmark: pascal_part             
|                  bsz: 1                       
|              nworker: 0                       
|                 fold: 1                       
|                nshot: 1                       
|             img_size: 1024                    
| use_original_imgsize: False                   
|             log_root: output/pascal_part/fold1
|            visualize: 0                       
|          dinov2_size: vit_large               
|             sam_size: vit_h                   
|       dinov2_weights: models/dinov2_vitl14_pretrain.pth
|          sam_weights: models/sam_vit_h_4b8939.pth
|     use_semantic_sam: False                   
| semantic_sam_weights: models/swint_only_sam_many2many.pth
|      points_per_side: 64                      
|      pred_iou_thresh: 0.88                    
| sel_stability_score_thresh: 0.0                     
| 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: True                    
| use_points_or_centers: True                    
|         sample_range: (3, 6)                  
| max_sample_iterations: 128                     
|                alpha: 0.5                     
|                 beta: 0.5                     
|                  exp: 0.0                     
|           emd_filter: 0.0                     
|        purity_filter: 0.0                     
|      coverage_filter: 0.3                     
|     use_score_filter: False                   
| deep_score_norm_filter: 0.1                     
|    deep_score_filter: 0.33                    
| topk_scores_threshold: 0.7                     
|     num_merging_mask: 5                       
:================================================

# 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: 0001/0959] mIoU: 11.70  |  FB-IoU: 41.08 |  0: 46.81    |  1:  0.00    |  2:  0.00    |  3:  0.00   
[Batch: 0002/0959] mIoU: 33.51  |  FB-IoU: 59.25 |  0: 46.81    |  1: 87.21    |  2:  0.00    |  3:  0.00   
[Batch: 0003/0959] mIoU: 45.71  |  FB-IoU: 55.27 |  0: 46.81    |  1: 87.21    |  2: 48.83    |  3:  0.00   
[Batch: 0004/0959] mIoU: 48.32  |  FB-IoU: 51.18 |  0: 46.81    |  1: 87.21    |  2: 48.83    |  3: 10.43   
[Batch: 0005/0959] mIoU: 49.33  |  FB-IoU: 48.39 |  0: 50.85    |  1: 87.21    |  2: 48.83    |  3: 10.43   
[Batch: 0006/0959] mIoU: 37.95  |  FB-IoU: 41.85 |  0: 50.85    |  1: 41.69    |  2: 48.83    |  3: 10.43   
[Batch: 0007/0959] mIoU: 33.26  |  FB-IoU: 38.61 |  0: 50.85    |  1: 41.69    |  2: 30.08    |  3: 10.43   
[Batch: 0008/0959] mIoU: 43.28  |  FB-IoU: 43.90 |  0: 50.85    |  1: 41.69    |  2: 30.08    |  3: 50.50   
[Batch: 0009/0959] mIoU: 45.53  |  FB-IoU: 47.71 |  0: 59.86    |  1: 41.69    |  2: 30.08    |  3: 50.50   
[Batch: 0010/0959] mIoU: 48.60  |  FB-IoU: 49.14 |  0: 59.86    |  1: 53.94    |  2: 30.08    |  3: 50.50   
[Batch: 0011/0959] mIoU: 46.62  |  FB-IoU: 43.80 |  0: 59.86    |  1: 53.94    |  2: 22.16    |  3: 50.50   
[Batch: 0012/0959] mIoU: 41.19  |  FB-IoU: 41.25 |  0: 59.86    |  1: 53.94    |  2: 22.16    |  3: 28.81   
[Batch: 0013/0959] mIoU: 42.24  |  FB-IoU: 43.09 |  0: 64.05    |  1: 53.94    |  2: 22.16    |  3: 28.81   
[Batch: 0014/0959] mIoU: 42.49  |  FB-IoU: 45.19 |  0: 64.05    |  1: 54.95    |  2: 22.16    |  3: 28.81   
[Batch: 0015/0959] mIoU: 43.15  |  FB-IoU: 45.49 |  0: 64.05    |  1: 54.95    |  2: 24.80    |  3: 28.81   
[Batch: 0016/0959] mIoU: 45.78  |  FB-IoU: 47.74 |  0: 64.05    |  1: 54.95    |  2: 24.80    |  3: 39.32   
[Batch: 0017/0959] mIoU: 45.48  |  FB-IoU: 47.96 |  0: 62.85    |  1: 54.95    |  2: 24.80    |  3: 39.32   
[Batch: 0018/0959] mIoU: 46.00  |  FB-IoU: 48.77 |  0: 62.85    |  1: 57.03    |  2: 24.80    |  3: 39.32   
[Batch: 0019/0959] mIoU: 47.86  |  FB-IoU: 50.58 |  0: 62.85    |  1: 57.03    |  2: 32.23    |  3: 39.32   
[Batch: 0020/0959] mIoU: 50.77  |  FB-IoU: 52.41 |  0: 62.85    |  1: 57.03    |  2: 32.23    |  3: 50.99   
[Batch: 0021/0959] mIoU: 50.53  |  FB-IoU: 52.70 |  0: 61.87    |  1: 57.03    |  2: 32.23    |  3: 50.99   
[Batch: 0022/0959] mIoU: 50.62  |  FB-IoU: 52.95 |  0: 61.87    |  1: 57.41    |  2: 32.23    |  3: 50.99   
[Batch: 0023/0959] mIoU: 50.00  |  FB-IoU: 51.68 |  0: 61.87    |  1: 57.41    |  2: 29.73    |  3: 50.99   
[Batch: 0024/0959] mIoU: 47.59  |  FB-IoU: 50.15 |  0: 61.87    |  1: 57.41    |  2: 29.73    |  3: 41.33   
[Batch: 0025/0959] mIoU: 47.25  |  FB-IoU: 49.65 |  0: 60.52    |  1: 57.41    |  2: 29.73    |  3: 41.33   
[Batch: 0026/0959] mIoU: 47.92  |  FB-IoU: 50.66 |  0: 60.52    |  1: 60.11    |  2: 29.73    |  3: 41.33   
[Batch: 0027/0959] mIoU: 48.11  |  FB-IoU: 51.65 |  0: 60.52    |  1: 60.11    |  2: 30.49    |  3: 41.33   
[Batch: 0028/0959] mIoU: 47.33  |  FB-IoU: 50.22 |  0: 60.52    |  1: 60.11    |  2: 30.49    |  3: 38.21   
[Batch: 0029/0959] mIoU: 47.37  |  FB-IoU: 50.33 |  0: 60.69    |  1: 60.11    |  2: 30.49    |  3: 38.21   
[Batch: 0030/0959] mIoU: 47.73  |  FB-IoU: 51.28 |  0: 60.69    |  1: 61.52    |  2: 30.49    |  3: 38.21   
[Batch: 0031/0959] mIoU: 48.52  |  FB-IoU: 52.24 |  0: 60.69    |  1: 61.52    |  2: 33.65    |  3: 38.21   
[Batch: 0032/0959] mIoU: 50.18  |  FB-IoU: 53.32 |  0: 60.69    |  1: 61.52    |  2: 33.65    |  3: 44.86   
[Batch: 0033/0959] mIoU: 48.77  |  FB-IoU: 52.07 |  0: 55.03    |  1: 61.52    |  2: 33.65    |  3: 44.86   
[Batch: 0034/0959] mIoU: 48.90  |  FB-IoU: 52.60 |  0: 55.03    |  1: 62.06    |  2: 33.65    |  3: 44.86   
[Batch: 0035/0959] mIoU: 49.45  |  FB-IoU: 53.42 |  0: 55.03    |  1: 62.06    |  2: 35.85    |  3: 44.86   
[Batch: 0036/0959] mIoU: 51.08  |  FB-IoU: 54.12 |  0: 55.03    |  1: 62.06    |  2: 35.85    |  3: 51.39   
[Batch: 0037/0959] mIoU: 50.94  |  FB-IoU: 53.84 |  0: 54.45    |  1: 62.06    |  2: 35.85    |  3: 51.39   
[Batch: 0038/0959] mIoU: 50.36  |  FB-IoU: 53.65 |  0: 54.45    |  1: 59.74    |  2: 35.85    |  3: 51.39   
[Batch: 0039/0959] mIoU: 50.43  |  FB-IoU: 54.24 |  0: 54.45    |  1: 59.74    |  2: 36.12    |  3: 51.39   
[Batch: 0040/0959] mIoU: 50.52  |  FB-IoU: 54.48 |  0: 54.45    |  1: 59.74    |  2: 36.12    |  3: 51.76   
[Batch: 0041/0959] mIoU: 50.73  |  FB-IoU: 54.47 |  0: 55.30    |  1: 59.74    |  2: 36.12    |  3: 51.76   
[Batch: 0042/0959] mIoU: 50.25  |  FB-IoU: 54.36 |  0: 55.30    |  1: 57.80    |  2: 36.12    |  3: 51.76   
[Batch: 0043/0959] mIoU: 50.75  |  FB-IoU: 55.08 |  0: 55.30    |  1: 57.80    |  2: 38.12    |  3: 51.76   
[Batch: 0044/0959] mIoU: 51.29  |  FB-IoU: 55.06 |  0: 55.30    |  1: 57.80    |  2: 38.12    |  3: 53.93   
[Batch: 0045/0959] mIoU: 51.69  |  FB-IoU: 55.45 |  0: 56.91    |  1: 57.80    |  2: 38.12    |  3: 53.93   
[Batch: 0046/0959] mIoU: 52.01  |  FB-IoU: 55.43 |  0: 56.91    |  1: 59.10    |  2: 38.12    |  3: 53.93   
[Batch: 0047/0959] mIoU: 52.02  |  FB-IoU: 55.03 |  0: 56.91    |  1: 59.10    |  2: 38.12    |  3: 53.93   
[Batch: 0048/0959] mIoU: 52.52  |  FB-IoU: 55.72 |  0: 56.91    |  1: 59.10    |  2: 38.12    |  3: 55.93   
[Batch: 0049/0959] mIoU: 52.59  |  FB-IoU: 55.80 |  0: 57.20    |  1: 59.10    |  2: 38.12    |  3: 55.93   
[Batch: 0050/0959] mIoU: 52.77  |  FB-IoU: 56.17 |  0: 57.20    |  1: 59.85    |  2: 38.12    |  3: 55.93   
[Batch: 0051/0959] mIoU: 52.26  |  FB-IoU: 55.91 |  0: 57.20    |  1: 59.85    |  2: 36.05    |  3: 55.93   
[Batch: 0052/0959] mIoU: 52.92  |  FB-IoU: 56.52 |  0: 57.20    |  1: 59.85    |  2: 36.05    |  3: 58.59   
[Batch: 0053/0959] mIoU: 52.52  |  FB-IoU: 55.95 |  0: 55.58    |  1: 59.85    |  2: 36.05    |  3: 58.59   
[Batch: 0054/0959] mIoU: 52.96  |  FB-IoU: 56.41 |  0: 55.58    |  1: 61.63    |  2: 36.05    |  3: 58.59   
[Batch: 0055/0959] mIoU: 53.21  |  FB-IoU: 56.92 |  0: 55.58    |  1: 61.63    |  2: 37.04    |  3: 58.59   
[Batch: 0056/0959] mIoU: 53.61  |  FB-IoU: 57.47 |  0: 55.58    |  1: 61.63    |  2: 37.04    |  3: 60.17   
[Batch: 0057/0959] mIoU: 54.21  |  FB-IoU: 57.96 |  0: 58.00    |  1: 61.63    |  2: 37.04    |  3: 60.17   
[Batch: 0058/0959] mIoU: 54.08  |  FB-IoU: 57.69 |  0: 58.00    |  1: 61.09    |  2: 37.04    |  3: 60.17   
[Batch: 0059/0959] mIoU: 53.73  |  FB-IoU: 57.70 |  0: 58.00    |  1: 61.09    |  2: 35.64    |  3: 60.17   
[Batch: 0060/0959] mIoU: 54.24  |  FB-IoU: 58.20 |  0: 58.00    |  1: 61.09    |  2: 35.64    |  3: 62.22   
[Batch: 0061/0959] mIoU: 54.15  |  FB-IoU: 58.20 |  0: 57.66    |  1: 61.09    |  2: 35.64    |  3: 62.22   
[Batch: 0062/0959] mIoU: 54.42  |  FB-IoU: 58.62 |  0: 57.66    |  1: 62.14    |  2: 35.64    |  3: 62.22   
[Batch: 0063/0959] mIoU: 54.57  |  FB-IoU: 58.93 |  0: 57.66    |  1: 62.14    |  2: 36.27    |  3: 62.22   
[Batch: 0064/0959] mIoU: 53.73  |  FB-IoU: 58.41 |  0: 57.66    |  1: 62.14    |  2: 36.27    |  3: 58.84   
[Batch: 0065/0959] mIoU: 54.33  |  FB-IoU: 58.84 |  0: 60.06    |  1: 62.14    |  2: 36.27    |  3: 58.84   
[Batch: 0066/0959] mIoU: 54.39  |  FB-IoU: 59.10 |  0: 60.06    |  1: 62.38    |  2: 36.27    |  3: 58.84   
[Batch: 0067/0959] mIoU: 54.96  |  FB-IoU: 59.39 |  0: 60.06    |  1: 62.38    |  2: 38.54    |  3: 58.84   
[Batch: 0068/0959] mIoU: 55.32  |  FB-IoU: 59.72 |  0: 60.06    |  1: 62.38    |  2: 38.54    |  3: 60.28   
[Batch: 0069/0959] mIoU: 55.56  |  FB-IoU: 59.85 |  0: 61.04    |  1: 62.38    |  2: 38.54    |  3: 60.28   
[Batch: 0070/0959] mIoU: 55.77  |  FB-IoU: 59.97 |  0: 61.04    |  1: 63.23    |  2: 38.54    |  3: 60.28   
[Batch: 0071/0959] mIoU: 56.01  |  FB-IoU: 60.36 |  0: 61.04    |  1: 63.23    |  2: 39.50    |  3: 60.28   
[Batch: 0072/0959] mIoU: 56.62  |  FB-IoU: 60.81 |  0: 61.04    |  1: 63.23    |  2: 39.50    |  3: 62.71   
[Batch: 0073/0959] mIoU: 56.51  |  FB-IoU: 60.70 |  0: 60.59    |  1: 63.23    |  2: 39.50    |  3: 62.71   
[Batch: 0074/0959] mIoU: 56.67  |  FB-IoU: 60.95 |  0: 60.59    |  1: 63.89    |  2: 39.50    |  3: 62.71   
[Batch: 0075/0959] mIoU: 57.08  |  FB-IoU: 61.29 |  0: 60.59    |  1: 63.89    |  2: 41.12    |  3: 62.71   
[Batch: 0076/0959] mIoU: 57.45  |  FB-IoU: 61.68 |  0: 60.59    |  1: 63.89    |  2: 41.12    |  3: 64.21   
[Batch: 0077/0959] mIoU: 57.77  |  FB-IoU: 62.02 |  0: 61.84    |  1: 63.89    |  2: 41.12    |  3: 64.21   
[Batch: 0078/0959] mIoU: 57.47  |  FB-IoU: 61.85 |  0: 61.84    |  1: 62.70    |  2: 41.12    |  3: 64.21   
[Batch: 0079/0959] mIoU: 57.47  |  FB-IoU: 62.08 |  0: 61.84    |  1: 62.70    |  2: 41.13    |  3: 64.21   
[Batch: 0080/0959] mIoU: 57.25  |  FB-IoU: 61.97 |  0: 61.84    |  1: 62.70    |  2: 41.13    |  3: 63.33   
[Batch: 0081/0959] mIoU: 56.98  |  FB-IoU: 61.48 |  0: 60.74    |  1: 62.70    |  2: 41.13    |  3: 63.33   
[Batch: 0082/0959] mIoU: 57.22  |  FB-IoU: 61.60 |  0: 60.74    |  1: 63.67    |  2: 41.13    |  3: 63.33   
[Batch: 0083/0959] mIoU: 57.56  |  FB-IoU: 61.87 |  0: 60.74    |  1: 63.67    |  2: 42.49    |  3: 63.33   
[Batch: 0084/0959] mIoU: 57.82  |  FB-IoU: 62.06 |  0: 60.74    |  1: 63.67    |  2: 42.49    |  3: 64.37   
[Batch: 0085/0959] mIoU: 58.02  |  FB-IoU: 62.27 |  0: 61.55    |  1: 63.67    |  2: 42.49    |  3: 64.37   
[Batch: 0086/0959] mIoU: 57.32  |  FB-IoU: 61.73 |  0: 61.55    |  1: 60.89    |  2: 42.49    |  3: 64.37   
[Batch: 0087/0959] mIoU: 57.59  |  FB-IoU: 62.01 |  0: 61.55    |  1: 60.89    |  2: 43.56    |  3: 64.37   
[Batch: 0088/0959] mIoU: 57.12  |  FB-IoU: 61.74 |  0: 61.55    |  1: 60.89    |  2: 43.56    |  3: 62.48   
[Batch: 0089/0959] mIoU: 57.43  |  FB-IoU: 61.96 |  0: 62.78    |  1: 60.89    |  2: 43.56    |  3: 62.48   
[Batch: 0090/0959] mIoU: 57.44  |  FB-IoU: 62.07 |  0: 62.78    |  1: 60.95    |  2: 43.56    |  3: 62.48   
[Batch: 0091/0959] mIoU: 57.91  |  FB-IoU: 62.34 |  0: 62.78    |  1: 60.95    |  2: 45.44    |  3: 62.48   
[Batch: 0092/0959] mIoU: 57.99  |  FB-IoU: 62.46 |  0: 62.78    |  1: 60.95    |  2: 45.44    |  3: 62.77   
[Batch: 0093/0959] mIoU: 58.31  |  FB-IoU: 62.75 |  0: 64.08    |  1: 60.95    |  2: 45.44    |  3: 62.77   
[Batch: 0094/0959] mIoU: 58.29  |  FB-IoU: 62.85 |  0: 64.08    |  1: 60.86    |  2: 45.44    |  3: 62.77   
[Batch: 0095/0959] mIoU: 58.55  |  FB-IoU: 63.13 |  0: 64.08    |  1: 60.86    |  2: 46.48    |  3: 62.77   
[Batch: 0096/0959] mIoU: 58.10  |  FB-IoU: 62.75 |  0: 64.08    |  1: 60.86    |  2: 46.48    |  3: 60.98   
[Batch: 0097/0959] mIoU: 58.23  |  FB-IoU: 62.97 |  0: 64.62    |  1: 60.86    |  2: 46.48    |  3: 60.98   
[Batch: 0098/0959] mIoU: 57.99  |  FB-IoU: 62.79 |  0: 64.62    |  1: 59.88    |  2: 46.48    |  3: 60.98   
[Batch: 0099/0959] mIoU: 58.03  |  FB-IoU: 63.03 |  0: 64.62    |  1: 59.88    |  2: 46.65    |  3: 60.98   
[Batch: 0100/0959] mIoU: 58.41  |  FB-IoU: 63.32 |  0: 64.62    |  1: 59.88    |  2: 46.65    |  3: 62.48   
[Batch: 0101/0959] mIoU: 58.58  |  FB-IoU: 63.57 |  0: 65.31    |  1: 59.88    |  2: 46.65    |  3: 62.48   
[Batch: 0102/0959] mIoU: 58.73  |  FB-IoU: 63.73 |  0: 65.31    |  1: 60.48    |  2: 46.65    |  3: 62.48   
[Batch: 0103/0959] mIoU: 58.98  |  FB-IoU: 63.80 |  0: 65.31    |  1: 60.48    |  2: 47.64    |  3: 62.48   
[Batch: 0104/0959] mIoU: 58.42  |  FB-IoU: 63.38 |  0: 65.31    |  1: 60.48    |  2: 47.64    |  3: 60.26   
[Batch: 0105/0959] mIoU: 58.72  |  FB-IoU: 63.68 |  0: 66.50    |  1: 60.48    |  2: 47.64    |  3: 60.26   
[Batch: 0106/0959] mIoU: 58.36  |  FB-IoU: 63.30 |  0: 66.50    |  1: 59.03    |  2: 47.64    |  3: 60.26   
[Batch: 0107/0959] mIoU: 57.77  |  FB-IoU: 62.77 |  0: 66.50    |  1: 59.03    |  2: 45.29    |  3: 60.26   
[Batch: 0108/0959] mIoU: 57.99  |  FB-IoU: 62.96 |  0: 66.50    |  1: 59.03    |  2: 45.29    |  3: 61.13   
[Batch: 0109/0959] mIoU: 58.06  |  FB-IoU: 63.00 |  0: 66.81    |  1: 59.03    |  2: 45.29    |  3: 61.13   
[Batch: 0110/0959] mIoU: 58.16  |  FB-IoU: 63.12 |  0: 66.81    |  1: 59.41    |  2: 45.29    |  3: 61.13   
[Batch: 0111/0959] mIoU: 57.92  |  FB-IoU: 62.96 |  0: 66.81    |  1: 59.41    |  2: 44.32    |  3: 61.13   
[Batch: 0112/0959] mIoU: 58.19  |  FB-IoU: 63.12 |  0: 66.81    |  1: 59.41    |  2: 44.32    |  3: 62.22   
[Batch: 0113/0959] mIoU: 58.46  |  FB-IoU: 63.37 |  0: 67.90    |  1: 59.41    |  2: 44.32    |  3: 62.22   
[Batch: 0114/0959] mIoU: 58.51  |  FB-IoU: 63.54 |  0: 67.90    |  1: 59.61    |  2: 44.32    |  3: 62.22   
[Batch: 0115/0959] mIoU: 59.09  |  FB-IoU: 63.75 |  0: 67.90    |  1: 59.61    |  2: 46.63    |  3: 62.22   
[Batch: 0116/0959] mIoU: 59.27  |  FB-IoU: 63.83 |  0: 67.90    |  1: 59.61    |  2: 46.63    |  3: 62.94   
[Batch: 0117/0959] mIoU: 59.29  |  FB-IoU: 63.81 |  0: 67.98    |  1: 59.61    |  2: 46.63    |  3: 62.94   
[Batch: 0118/0959] mIoU: 59.40  |  FB-IoU: 63.98 |  0: 67.98    |  1: 60.05    |  2: 46.63    |  3: 62.94   
[Batch: 0119/0959] mIoU: 59.15  |  FB-IoU: 63.92 |  0: 67.98    |  1: 60.05    |  2: 45.61    |  3: 62.94   
[Batch: 0120/0959] mIoU: 59.15  |  FB-IoU: 63.91 |  0: 67.98    |  1: 60.05    |  2: 45.61    |  3: 62.95   
[Batch: 0121/0959] mIoU: 59.18  |  FB-IoU: 63.96 |  0: 68.09    |  1: 60.05    |  2: 45.61    |  3: 62.95   
[Batch: 0122/0959] mIoU: 58.84  |  FB-IoU: 63.65 |  0: 68.09    |  1: 58.73    |  2: 45.61    |  3: 62.95   
[Batch: 0123/0959] mIoU: 58.97  |  FB-IoU: 63.75 |  0: 68.09    |  1: 58.73    |  2: 46.13    |  3: 62.95   
[Batch: 0124/0959] mIoU: 58.57  |  FB-IoU: 63.47 |  0: 68.09    |  1: 58.73    |  2: 46.13    |  3: 61.34   
[Batch: 0125/0959] mIoU: 58.77  |  FB-IoU: 63.64 |  0: 68.88    |  1: 58.73    |  2: 46.13    |  3: 61.34   
[Batch: 0126/0959] mIoU: 58.98  |  FB-IoU: 63.76 |  0: 68.88    |  1: 59.58    |  2: 46.13    |  3: 61.34   
[Batch: 0127/0959] mIoU: 58.84  |  FB-IoU: 63.49 |  0: 68.88    |  1: 59.58    |  2: 45.58    |  3: 61.34   
[Batch: 0128/0959] mIoU: 58.58  |  FB-IoU: 63.37 |  0: 68.88    |  1: 59.58    |  2: 45.58    |  3: 60.29   
[Batch: 0129/0959] mIoU: 58.39  |  FB-IoU: 63.22 |  0: 68.10    |  1: 59.58    |  2: 45.58    |  3: 60.29   
[Batch: 0130/0959] mIoU: 58.41  |  FB-IoU: 63.29 |  0: 68.10    |  1: 59.65    |  2: 45.58    |  3: 60.29   
[Batch: 0131/0959] mIoU: 57.86  |  FB-IoU: 62.83 |  0: 68.10    |  1: 59.65    |  2: 43.37    |  3: 60.29   
[Batch: 0132/0959] mIoU: 58.00  |  FB-IoU: 63.03 |  0: 68.10    |  1: 59.65    |  2: 43.37    |  3: 60.87   
[Batch: 0133/0959] mIoU: 58.03  |  FB-IoU: 63.10 |  0: 68.24    |  1: 59.65    |  2: 43.37    |  3: 60.87   
[Batch: 0134/0959] mIoU: 57.81  |  FB-IoU: 62.90 |  0: 68.24    |  1: 58.74    |  2: 43.37    |  3: 60.87   
[Batch: 0135/0959] mIoU: 57.96  |  FB-IoU: 63.08 |  0: 68.24    |  1: 58.74    |  2: 44.00    |  3: 60.87   
[Batch: 0136/0959] mIoU: 57.45  |  FB-IoU: 62.64 |  0: 68.24    |  1: 58.74    |  2: 44.00    |  3: 58.81   
[Batch: 0137/0959] mIoU: 57.65  |  FB-IoU: 62.84 |  0: 69.04    |  1: 58.74    |  2: 44.00    |  3: 58.81   
[Batch: 0138/0959] mIoU: 57.65  |  FB-IoU: 62.90 |  0: 69.04    |  1: 58.77    |  2: 44.00    |  3: 58.81   
[Batch: 0139/0959] mIoU: 57.45  |  FB-IoU: 62.59 |  0: 69.04    |  1: 58.77    |  2: 43.17    |  3: 58.81   
[Batch: 0140/0959] mIoU: 57.82  |  FB-IoU: 62.80 |  0: 69.04    |  1: 58.77    |  2: 43.17    |  3: 60.29   
[Batch: 0141/0959] mIoU: 57.75  |  FB-IoU: 62.68 |  0: 68.78    |  1: 58.77    |  2: 43.17    |  3: 60.29   
[Batch: 0142/0959] mIoU: 57.56  |  FB-IoU: 62.51 |  0: 68.78    |  1: 57.99    |  2: 43.17    |  3: 60.29   
[Batch: 0143/0959] mIoU: 57.62  |  FB-IoU: 62.43 |  0: 68.78    |  1: 57.99    |  2: 43.42    |  3: 60.29   
[Batch: 0144/0959] mIoU: 57.75  |  FB-IoU: 62.54 |  0: 68.78    |  1: 57.99    |  2: 43.42    |  3: 60.80   
[Batch: 0145/0959] mIoU: 57.74  |  FB-IoU: 62.60 |  0: 68.77    |  1: 57.99    |  2: 43.42    |  3: 60.80   
[Batch: 0146/0959] mIoU: 57.69  |  FB-IoU: 62.65 |  0: 68.77    |  1: 57.77    |  2: 43.42    |  3: 60.80   
[Batch: 0147/0959] mIoU: 57.91  |  FB-IoU: 62.80 |  0: 68.77    |  1: 57.77    |  2: 44.31    |  3: 60.80   
[Batch: 0148/0959] mIoU: 58.00  |  FB-IoU: 62.86 |  0: 68.77    |  1: 57.77    |  2: 44.31    |  3: 61.16   
[Batch: 0149/0959] mIoU: 57.92  |  FB-IoU: 62.79 |  0: 68.45    |  1: 57.77    |  2: 44.31    |  3: 61.16   
[Batch: 0150/0959] mIoU: 58.04  |  FB-IoU: 62.90 |  0: 68.45    |  1: 58.25    |  2: 44.31    |  3: 61.16   
[Batch: 0151/0959] mIoU: 58.19  |  FB-IoU: 62.98 |  0: 68.45    |  1: 58.25    |  2: 44.90    |  3: 61.16   
[Batch: 0152/0959] mIoU: 58.06  |  FB-IoU: 62.99 |  0: 68.45    |  1: 58.25    |  2: 44.90    |  3: 60.64   
[Batch: 0153/0959] mIoU: 58.14  |  FB-IoU: 63.09 |  0: 68.78    |  1: 58.25    |  2: 44.90    |  3: 60.64   
[Batch: 0154/0959] mIoU: 58.27  |  FB-IoU: 63.17 |  0: 68.78    |  1: 58.76    |  2: 44.90    |  3: 60.64   
[Batch: 0155/0959] mIoU: 58.10  |  FB-IoU: 63.14 |  0: 68.78    |  1: 58.76    |  2: 44.23    |  3: 60.64   
[Batch: 0156/0959] mIoU: 57.74  |  FB-IoU: 62.87 |  0: 68.78    |  1: 58.76    |  2: 44.23    |  3: 59.19   
[Batch: 0157/0959] mIoU: 57.87  |  FB-IoU: 63.01 |  0: 69.28    |  1: 58.76    |  2: 44.23    |  3: 59.19   
[Batch: 0158/0959] mIoU: 57.71  |  FB-IoU: 62.91 |  0: 69.28    |  1: 58.15    |  2: 44.23    |  3: 59.19   
[Batch: 0159/0959] mIoU: 57.73  |  FB-IoU: 63.06 |  0: 69.28    |  1: 58.15    |  2: 44.32    |  3: 59.19   
[Batch: 0160/0959] mIoU: 57.80  |  FB-IoU: 63.11 |  0: 69.28    |  1: 58.15    |  2: 44.32    |  3: 59.45   
[Batch: 0161/0959] mIoU: 57.91  |  FB-IoU: 63.27 |  0: 69.74    |  1: 58.15    |  2: 44.32    |  3: 59.45   
[Batch: 0162/0959] mIoU: 58.04  |  FB-IoU: 63.27 |  0: 69.74    |  1: 58.64    |  2: 44.32    |  3: 59.45   
[Batch: 0163/0959] mIoU: 58.18  |  FB-IoU: 63.29 |  0: 69.74    |  1: 58.64    |  2: 44.90    |  3: 59.45   
[Batch: 0164/0959] mIoU: 58.21  |  FB-IoU: 63.21 |  0: 69.74    |  1: 58.64    |  2: 44.90    |  3: 59.55   
[Batch: 0165/0959] mIoU: 58.31  |  FB-IoU: 63.32 |  0: 70.17    |  1: 58.64    |  2: 44.90    |  3: 59.55   
[Batch: 0166/0959] mIoU: 58.38  |  FB-IoU: 63.42 |  0: 70.17    |  1: 58.93    |  2: 44.90    |  3: 59.55   
[Batch: 0167/0959] mIoU: 58.75  |  FB-IoU: 63.49 |  0: 70.17    |  1: 58.93    |  2: 46.34    |  3: 59.55   
[Batch: 0168/0959] mIoU: 58.66  |  FB-IoU: 63.53 |  0: 70.17    |  1: 58.93    |  2: 46.34    |  3: 59.20   
[Batch: 0169/0959] mIoU: 58.71  |  FB-IoU: 63.58 |  0: 70.36    |  1: 58.93    |  2: 46.34    |  3: 59.20   
[Batch: 0170/0959] mIoU: 58.91  |  FB-IoU: 63.64 |  0: 70.36    |  1: 59.75    |  2: 46.34    |  3: 59.20   
[Batch: 0171/0959] mIoU: 58.86  |  FB-IoU: 63.71 |  0: 70.36    |  1: 59.75    |  2: 46.15    |  3: 59.20   
[Batch: 0172/0959] mIoU: 59.00  |  FB-IoU: 63.87 |  0: 70.36    |  1: 59.75    |  2: 46.15    |  3: 59.74   
[Batch: 0173/0959] mIoU: 59.11  |  FB-IoU: 64.00 |  0: 70.80    |  1: 59.75    |  2: 46.15    |  3: 59.74   
[Batch: 0174/0959] mIoU: 59.12  |  FB-IoU: 63.96 |  0: 70.80    |  1: 59.80    |  2: 46.15    |  3: 59.74   
[Batch: 0175/0959] mIoU: 59.22  |  FB-IoU: 64.03 |  0: 70.80    |  1: 59.80    |  2: 46.56    |  3: 59.74   
[Batch: 0176/0959] mIoU: 59.17  |  FB-IoU: 63.98 |  0: 70.80    |  1: 59.80    |  2: 46.56    |  3: 59.51   
[Batch: 0177/0959] mIoU: 59.00  |  FB-IoU: 63.78 |  0: 70.13    |  1: 59.80    |  2: 46.56    |  3: 59.51   
[Batch: 0178/0959] mIoU: 59.06  |  FB-IoU: 63.81 |  0: 70.13    |  1: 60.04    |  2: 46.56    |  3: 59.51   
[Batch: 0179/0959] mIoU: 58.82  |  FB-IoU: 63.69 |  0: 70.13    |  1: 60.04    |  2: 45.60    |  3: 59.51   
[Batch: 0180/0959] mIoU: 58.56  |  FB-IoU: 63.52 |  0: 70.13    |  1: 60.04    |  2: 45.60    |  3: 58.49   
[Batch: 0181/0959] mIoU: 58.50  |  FB-IoU: 63.51 |  0: 69.88    |  1: 60.04    |  2: 45.60    |  3: 58.49   
[Batch: 0182/0959] mIoU: 58.64  |  FB-IoU: 63.60 |  0: 69.88    |  1: 60.58    |  2: 45.60    |  3: 58.49   
[Batch: 0183/0959] mIoU: 58.68  |  FB-IoU: 63.71 |  0: 69.88    |  1: 60.58    |  2: 45.77    |  3: 58.49   
[Batch: 0184/0959] mIoU: 58.87  |  FB-IoU: 63.82 |  0: 69.88    |  1: 60.58    |  2: 45.77    |  3: 59.23   
[Batch: 0185/0959] mIoU: 58.93  |  FB-IoU: 63.88 |  0: 70.12    |  1: 60.58    |  2: 45.77    |  3: 59.23   
[Batch: 0186/0959] mIoU: 58.77  |  FB-IoU: 63.73 |  0: 70.12    |  1: 59.96    |  2: 45.77    |  3: 59.23   
[Batch: 0187/0959] mIoU: 58.58  |  FB-IoU: 63.65 |  0: 70.12    |  1: 59.96    |  2: 45.02    |  3: 59.23   
[Batch: 0188/0959] mIoU: 58.72  |  FB-IoU: 63.70 |  0: 70.12    |  1: 59.96    |  2: 45.02    |  3: 59.78   
[Batch: 0189/0959] mIoU: 58.86  |  FB-IoU: 63.86 |  0: 70.68    |  1: 59.96    |  2: 45.02    |  3: 59.78   
[Batch: 0190/0959] mIoU: 58.76  |  FB-IoU: 63.78 |  0: 70.68    |  1: 59.57    |  2: 45.02    |  3: 59.78   
[Batch: 0191/0959] mIoU: 58.64  |  FB-IoU: 63.63 |  0: 70.68    |  1: 59.57    |  2: 44.55    |  3: 59.78   
[Batch: 0192/0959] mIoU: 58.67  |  FB-IoU: 63.67 |  0: 70.68    |  1: 59.57    |  2: 44.55    |  3: 59.90   
[Batch: 0193/0959] mIoU: 58.62  |  FB-IoU: 63.60 |  0: 70.48    |  1: 59.57    |  2: 44.55    |  3: 59.90   
[Batch: 0194/0959] mIoU: 58.46  |  FB-IoU: 63.45 |  0: 70.48    |  1: 58.92    |  2: 44.55    |  3: 59.90   
[Batch: 0195/0959] mIoU: 58.26  |  FB-IoU: 63.35 |  0: 70.48    |  1: 58.92    |  2: 43.74    |  3: 59.90   
[Batch: 0196/0959] mIoU: 58.52  |  FB-IoU: 63.51 |  0: 70.48    |  1: 58.92    |  2: 43.74    |  3: 60.94   
[Batch: 0197/0959] mIoU: 58.62  |  FB-IoU: 63.62 |  0: 70.90    |  1: 58.92    |  2: 43.74    |  3: 60.94   
[Batch: 0198/0959] mIoU: 58.74  |  FB-IoU: 63.70 |  0: 70.90    |  1: 59.41    |  2: 43.74    |  3: 60.94   
[Batch: 0199/0959] mIoU: 58.78  |  FB-IoU: 63.82 |  0: 70.90    |  1: 59.41    |  2: 43.86    |  3: 60.94   
[Batch: 0200/0959] mIoU: 58.94  |  FB-IoU: 63.96 |  0: 70.90    |  1: 59.41    |  2: 43.86    |  3: 61.61   
[Batch: 0201/0959] mIoU: 58.95  |  FB-IoU: 63.99 |  0: 70.94    |  1: 59.41    |  2: 43.86    |  3: 61.61   
[Batch: 0202/0959] mIoU: 58.89  |  FB-IoU: 63.88 |  0: 70.94    |  1: 59.14    |  2: 43.86    |  3: 61.61   
[Batch: 0203/0959] mIoU: 58.92  |  FB-IoU: 64.00 |  0: 70.94    |  1: 59.14    |  2: 43.99    |  3: 61.61   
[Batch: 0204/0959] mIoU: 59.04  |  FB-IoU: 64.11 |  0: 70.94    |  1: 59.14    |  2: 43.99    |  3: 62.09   
[Batch: 0205/0959] mIoU: 59.04  |  FB-IoU: 64.13 |  0: 70.96    |  1: 59.14    |  2: 43.99    |  3: 62.09   
[Batch: 0206/0959] mIoU: 59.07  |  FB-IoU: 64.19 |  0: 70.96    |  1: 59.23    |  2: 43.99    |  3: 62.09   
[Batch: 0207/0959] mIoU: 59.10  |  FB-IoU: 64.13 |  0: 70.96    |  1: 59.23    |  2: 44.11    |  3: 62.09   
[Batch: 0208/0959] mIoU: 59.22  |  FB-IoU: 64.26 |  0: 70.96    |  1: 59.23    |  2: 44.11    |  3: 62.58   
[Batch: 0209/0959] mIoU: 59.21  |  FB-IoU: 64.26 |  0: 70.92    |  1: 59.23    |  2: 44.11    |  3: 62.58   
[Batch: 0210/0959] mIoU: 59.31  |  FB-IoU: 64.27 |  0: 70.92    |  1: 59.62    |  2: 44.11    |  3: 62.58   
[Batch: 0211/0959] mIoU: 59.39  |  FB-IoU: 64.39 |  0: 70.92    |  1: 59.62    |  2: 44.46    |  3: 62.58   
[Batch: 0212/0959] mIoU: 59.55  |  FB-IoU: 64.52 |  0: 70.92    |  1: 59.62    |  2: 44.46    |  3: 63.19   
[Batch: 0213/0959] mIoU: 59.59  |  FB-IoU: 64.56 |  0: 71.09    |  1: 59.62    |  2: 44.46    |  3: 63.19   
[Batch: 0214/0959] mIoU: 59.68  |  FB-IoU: 64.64 |  0: 71.09    |  1: 60.00    |  2: 44.46    |  3: 63.19   
[Batch: 0215/0959] mIoU: 59.78  |  FB-IoU: 64.55 |  0: 71.09    |  1: 60.00    |  2: 44.84    |  3: 63.19   
[Batch: 0216/0959] mIoU: 59.88  |  FB-IoU: 64.66 |  0: 71.09    |  1: 60.00    |  2: 44.84    |  3: 63.60   
[Batch: 0217/0959] mIoU: 59.76  |  FB-IoU: 64.53 |  0: 70.59    |  1: 60.00    |  2: 44.84    |  3: 63.60   
[Batch: 0218/0959] mIoU: 59.73  |  FB-IoU: 64.50 |  0: 70.59    |  1: 59.88    |  2: 44.84    |  3: 63.60   
[Batch: 0219/0959] mIoU: 59.80  |  FB-IoU: 64.58 |  0: 70.59    |  1: 59.88    |  2: 45.11    |  3: 63.60   
[Batch: 0220/0959] mIoU: 59.83  |  FB-IoU: 64.64 |  0: 70.59    |  1: 59.88    |  2: 45.11    |  3: 63.74   
[Batch: 0221/0959] mIoU: 59.70  |  FB-IoU: 64.54 |  0: 70.07    |  1: 59.88    |  2: 45.11    |  3: 63.74   
[Batch: 0222/0959] mIoU: 59.64  |  FB-IoU: 64.46 |  0: 70.07    |  1: 59.63    |  2: 45.11    |  3: 63.74   
[Batch: 0223/0959] mIoU: 59.64  |  FB-IoU: 64.57 |  0: 70.07    |  1: 59.63    |  2: 45.12    |  3: 63.74   
[Batch: 0224/0959] mIoU: 59.79  |  FB-IoU: 64.62 |  0: 70.07    |  1: 59.63    |  2: 45.12    |  3: 64.33   
[Batch: 0225/0959] mIoU: 59.89  |  FB-IoU: 64.69 |  0: 70.46    |  1: 59.63    |  2: 45.12    |  3: 64.33   
[Batch: 0226/0959] mIoU: 59.81  |  FB-IoU: 64.64 |  0: 70.46    |  1: 59.33    |  2: 45.12    |  3: 64.33   
[Batch: 0227/0959] mIoU: 59.83  |  FB-IoU: 64.69 |  0: 70.46    |  1: 59.33    |  2: 45.18    |  3: 64.33   
[Batch: 0228/0959] mIoU: 59.90  |  FB-IoU: 64.73 |  0: 70.46    |  1: 59.33    |  2: 45.18    |  3: 64.62   
[Batch: 0229/0959] mIoU: 59.96  |  FB-IoU: 64.83 |  0: 70.71    |  1: 59.33    |  2: 45.18    |  3: 64.62   
[Batch: 0230/0959] mIoU: 59.73  |  FB-IoU: 64.65 |  0: 70.71    |  1: 58.41    |  2: 45.18    |  3: 64.62   
[Batch: 0231/0959] mIoU: 59.57  |  FB-IoU: 64.45 |  0: 70.71    |  1: 58.41    |  2: 44.53    |  3: 64.62   
[Batch: 0232/0959] mIoU: 59.64  |  FB-IoU: 64.56 |  0: 70.71    |  1: 58.41    |  2: 44.53    |  3: 64.93   
[Batch: 0233/0959] mIoU: 59.74  |  FB-IoU: 64.68 |  0: 71.09    |  1: 58.41    |  2: 44.53    |  3: 64.93   
[Batch: 0234/0959] mIoU: 59.73  |  FB-IoU: 64.68 |  0: 71.09    |  1: 58.39    |  2: 44.53    |  3: 64.93   
[Batch: 0235/0959] mIoU: 59.87  |  FB-IoU: 64.79 |  0: 71.09    |  1: 58.39    |  2: 45.06    |  3: 64.93   
[Batch: 0236/0959] mIoU: 59.62  |  FB-IoU: 64.61 |  0: 71.09    |  1: 58.39    |  2: 45.06    |  3: 63.94   
[Batch: 0237/0959] mIoU: 59.58  |  FB-IoU: 64.57 |  0: 70.94    |  1: 58.39    |  2: 45.06    |  3: 63.94   
[Batch: 0238/0959] mIoU: 59.67  |  FB-IoU: 64.57 |  0: 70.94    |  1: 58.72    |  2: 45.06    |  3: 63.94   
[Batch: 0239/0959] mIoU: 59.68  |  FB-IoU: 64.61 |  0: 70.94    |  1: 58.72    |  2: 45.12    |  3: 63.94   
[Batch: 0240/0959] mIoU: 59.74  |  FB-IoU: 64.72 |  0: 70.94    |  1: 58.72    |  2: 45.12    |  3: 64.18   
[Batch: 0241/0959] mIoU: 59.81  |  FB-IoU: 64.79 |  0: 71.20    |  1: 58.72    |  2: 45.12    |  3: 64.18   
[Batch: 0242/0959] mIoU: 59.69  |  FB-IoU: 64.74 |  0: 71.20    |  1: 58.25    |  2: 45.12    |  3: 64.18   
[Batch: 0243/0959] mIoU: 59.61  |  FB-IoU: 64.76 |  0: 71.20    |  1: 58.25    |  2: 44.81    |  3: 64.18   
[Batch: 0244/0959] mIoU: 59.50  |  FB-IoU: 64.69 |  0: 71.20    |  1: 58.25    |  2: 44.81    |  3: 63.74   
[Batch: 0245/0959] mIoU: 59.58  |  FB-IoU: 64.77 |  0: 71.52    |  1: 58.25    |  2: 44.81    |  3: 63.74   
[Batch: 0246/0959] mIoU: 59.58  |  FB-IoU: 64.80 |  0: 71.52    |  1: 58.25    |  2: 44.81    |  3: 63.74   
[Batch: 0247/0959] mIoU: 59.46  |  FB-IoU: 64.69 |  0: 71.52    |  1: 58.25    |  2: 44.33    |  3: 63.74   
[Batch: 0248/0959] mIoU: 59.59  |  FB-IoU: 64.76 |  0: 71.52    |  1: 58.25    |  2: 44.33    |  3: 64.27   
[Batch: 0249/0959] mIoU: 59.48  |  FB-IoU: 64.63 |  0: 71.06    |  1: 58.25    |  2: 44.33    |  3: 64.27   
[Batch: 0250/0959] mIoU: 59.46  |  FB-IoU: 64.62 |  0: 71.06    |  1: 58.18    |  2: 44.33    |  3: 64.27   
[Batch: 0251/0959] mIoU: 59.33  |  FB-IoU: 64.55 |  0: 71.06    |  1: 58.18    |  2: 43.81    |  3: 64.27   
[Batch: 0252/0959] mIoU: 59.15  |  FB-IoU: 64.40 |  0: 71.06    |  1: 58.18    |  2: 43.81    |  3: 63.53   
[Batch: 0253/0959] mIoU: 59.16  |  FB-IoU: 64.43 |  0: 71.11    |  1: 58.18    |  2: 43.81    |  3: 63.53   
[Batch: 0254/0959] mIoU: 59.21  |  FB-IoU: 64.48 |  0: 71.11    |  1: 58.37    |  2: 43.81    |  3: 63.53   
[Batch: 0255/0959] mIoU: 59.30  |  FB-IoU: 64.58 |  0: 71.11    |  1: 58.37    |  2: 44.20    |  3: 63.53   
[Batch: 0256/0959] mIoU: 59.36  |  FB-IoU: 64.61 |  0: 71.11    |  1: 58.37    |  2: 44.20    |  3: 63.76   
[Batch: 0257/0959] mIoU: 59.25  |  FB-IoU: 64.52 |  0: 70.66    |  1: 58.37    |  2: 44.20    |  3: 63.76   
[Batch: 0258/0959] mIoU: 59.18  |  FB-IoU: 64.40 |  0: 70.66    |  1: 58.10    |  2: 44.20    |  3: 63.76   
[Batch: 0259/0959] mIoU: 59.26  |  FB-IoU: 64.33 |  0: 70.66    |  1: 58.10    |  2: 44.54    |  3: 63.76   
[Batch: 0260/0959] mIoU: 59.39  |  FB-IoU: 64.42 |  0: 70.66    |  1: 58.10    |  2: 44.54    |  3: 64.27   
[Batch: 0261/0959] mIoU: 59.39  |  FB-IoU: 64.40 |  0: 70.64    |  1: 58.10    |  2: 44.54    |  3: 64.27   
[Batch: 0262/0959] mIoU: 59.42  |  FB-IoU: 64.39 |  0: 70.64    |  1: 58.22    |  2: 44.54    |  3: 64.27   
[Batch: 0263/0959] mIoU: 59.23  |  FB-IoU: 64.20 |  0: 70.64    |  1: 58.22    |  2: 43.80    |  3: 64.27   
[Batch: 0264/0959] mIoU: 59.22  |  FB-IoU: 64.21 |  0: 70.64    |  1: 58.22    |  2: 43.80    |  3: 64.22   
[Batch: 0265/0959] mIoU: 59.27  |  FB-IoU: 64.30 |  0: 70.84    |  1: 58.22    |  2: 43.80    |  3: 64.22   
[Batch: 0266/0959] mIoU: 59.25  |  FB-IoU: 64.27 |  0: 70.84    |  1: 58.13    |  2: 43.80    |  3: 64.22   
[Batch: 0267/0959] mIoU: 59.36  |  FB-IoU: 64.27 |  0: 70.84    |  1: 58.13    |  2: 44.26    |  3: 64.22   
[Batch: 0268/0959] mIoU: 59.48  |  FB-IoU: 64.36 |  0: 70.84    |  1: 58.13    |  2: 44.26    |  3: 64.68   
[Batch: 0269/0959] mIoU: 59.51  |  FB-IoU: 64.39 |  0: 70.97    |  1: 58.13    |  2: 44.26    |  3: 64.68   
[Batch: 0270/0959] mIoU: 59.58  |  FB-IoU: 64.43 |  0: 70.97    |  1: 58.38    |  2: 44.26    |  3: 64.68   
[Batch: 0271/0959] mIoU: 59.58  |  FB-IoU: 64.48 |  0: 70.97    |  1: 58.38    |  2: 44.29    |  3: 64.68   
[Batch: 0272/0959] mIoU: 59.67  |  FB-IoU: 64.57 |  0: 70.97    |  1: 58.38    |  2: 44.29    |  3: 65.03   
[Batch: 0273/0959] mIoU: 59.72  |  FB-IoU: 64.64 |  0: 71.18    |  1: 58.38    |  2: 44.29    |  3: 65.03   
[Batch: 0274/0959] mIoU: 59.85  |  FB-IoU: 64.71 |  0: 71.18    |  1: 58.90    |  2: 44.29    |  3: 65.03   
[Batch: 0275/0959] mIoU: 59.98  |  FB-IoU: 64.80 |  0: 71.18    |  1: 58.90    |  2: 44.80    |  3: 65.03   
[Batch: 0276/0959] mIoU: 60.09  |  FB-IoU: 64.90 |  0: 71.18    |  1: 58.90    |  2: 44.80    |  3: 65.47   
[Batch: 0277/0959] mIoU: 60.06  |  FB-IoU: 64.86 |  0: 71.06    |  1: 58.90    |  2: 44.80    |  3: 65.47   
[Batch: 0278/0959] mIoU: 60.14  |  FB-IoU: 64.94 |  0: 71.06    |  1: 59.21    |  2: 44.80    |  3: 65.47   
[Batch: 0279/0959] mIoU: 60.01  |  FB-IoU: 64.89 |  0: 71.06    |  1: 59.21    |  2: 44.31    |  3: 65.47   
[Batch: 0280/0959] mIoU: 60.13  |  FB-IoU: 64.94 |  0: 71.06    |  1: 59.21    |  2: 44.31    |  3: 65.93   
[Batch: 0281/0959] mIoU: 60.11  |  FB-IoU: 64.93 |  0: 70.98    |  1: 59.21    |  2: 44.31    |  3: 65.93   
[Batch: 0282/0959] mIoU: 60.00  |  FB-IoU: 64.84 |  0: 70.98    |  1: 58.78    |  2: 44.31    |  3: 65.93   
[Batch: 0283/0959] mIoU: 60.00  |  FB-IoU: 64.80 |  0: 70.98    |  1: 58.78    |  2: 44.32    |  3: 65.93   
[Batch: 0284/0959] mIoU: 60.09  |  FB-IoU: 64.87 |  0: 70.98    |  1: 58.78    |  2: 44.32    |  3: 66.27   
[Batch: 0285/0959] mIoU: 60.08  |  FB-IoU: 64.86 |  0: 70.94    |  1: 58.78    |  2: 44.32    |  3: 66.27   
[Batch: 0286/0959] mIoU: 60.06  |  FB-IoU: 64.78 |  0: 70.94    |  1: 58.72    |  2: 44.32    |  3: 66.27   
[Batch: 0287/0959] mIoU: 60.05  |  FB-IoU: 64.85 |  0: 70.94    |  1: 58.72    |  2: 44.28    |  3: 66.27   
[Batch: 0288/0959] mIoU: 60.01  |  FB-IoU: 64.86 |  0: 70.94    |  1: 58.72    |  2: 44.28    |  3: 66.11   
[Batch: 0289/0959] mIoU: 60.03  |  FB-IoU: 64.87 |  0: 70.99    |  1: 58.72    |  2: 44.28    |  3: 66.11   
[Batch: 0290/0959] mIoU: 59.94  |  FB-IoU: 64.78 |  0: 70.99    |  1: 58.37    |  2: 44.28    |  3: 66.11   
[Batch: 0291/0959] mIoU: 59.71  |  FB-IoU: 64.55 |  0: 70.99    |  1: 58.37    |  2: 43.36    |  3: 66.11   
[Batch: 0292/0959] mIoU: 59.66  |  FB-IoU: 64.52 |  0: 70.99    |  1: 58.37    |  2: 43.36    |  3: 65.91   
[Batch: 0293/0959] mIoU: 59.61  |  FB-IoU: 64.46 |  0: 70.80    |  1: 58.37    |  2: 43.36    |  3: 65.91   
[Batch: 0294/0959] mIoU: 59.62  |  FB-IoU: 64.44 |  0: 70.80    |  1: 58.40    |  2: 43.36    |  3: 65.91   
[Batch: 0295/0959] mIoU: 59.50  |  FB-IoU: 64.38 |  0: 70.80    |  1: 58.40    |  2: 42.90    |  3: 65.91   
[Batch: 0296/0959] mIoU: 59.63  |  FB-IoU: 64.47 |  0: 70.80    |  1: 58.40    |  2: 42.90    |  3: 66.43   
[Batch: 0297/0959] mIoU: 59.56  |  FB-IoU: 64.41 |  0: 70.49    |  1: 58.40    |  2: 42.90    |  3: 66.43   
[Batch: 0298/0959] mIoU: 59.65  |  FB-IoU: 64.42 |  0: 70.49    |  1: 58.79    |  2: 42.90    |  3: 66.43   
[Batch: 0299/0959] mIoU: 59.68  |  FB-IoU: 64.46 |  0: 70.49    |  1: 58.79    |  2: 43.00    |  3: 66.43   
[Batch: 0300/0959] mIoU: 59.57  |  FB-IoU: 64.39 |  0: 70.49    |  1: 58.79    |  2: 43.00    |  3: 66.01   
[Batch: 0301/0959] mIoU: 59.63  |  FB-IoU: 64.46 |  0: 70.73    |  1: 58.79    |  2: 43.00    |  3: 66.01   
[Batch: 0302/0959] mIoU: 59.65  |  FB-IoU: 64.53 |  0: 70.73    |  1: 58.88    |  2: 43.00    |  3: 66.01   
[Batch: 0303/0959] mIoU: 59.69  |  FB-IoU: 64.61 |  0: 70.73    |  1: 58.88    |  2: 43.14    |  3: 66.01   
[Batch: 0304/0959] mIoU: 59.68  |  FB-IoU: 64.67 |  0: 70.73    |  1: 58.88    |  2: 43.14    |  3: 65.98   
[Batch: 0305/0959] mIoU: 59.75  |  FB-IoU: 64.73 |  0: 70.98    |  1: 58.88    |  2: 43.14    |  3: 65.98   
[Batch: 0306/0959] mIoU: 59.80  |  FB-IoU: 64.78 |  0: 70.98    |  1: 59.08    |  2: 43.14    |  3: 65.98   
[Batch: 0307/0959] mIoU: 59.85  |  FB-IoU: 64.84 |  0: 70.98    |  1: 59.08    |  2: 43.37    |  3: 65.98   
[Batch: 0308/0959] mIoU: 59.54  |  FB-IoU: 64.57 |  0: 70.98    |  1: 59.08    |  2: 43.37    |  3: 64.73   
[Batch: 0309/0959] mIoU: 59.57  |  FB-IoU: 64.62 |  0: 71.12    |  1: 59.08    |  2: 43.37    |  3: 64.73   
[Batch: 0310/0959] mIoU: 59.65  |  FB-IoU: 64.68 |  0: 71.12    |  1: 59.37    |  2: 43.37    |  3: 64.73   
[Batch: 0311/0959] mIoU: 59.65  |  FB-IoU: 64.76 |  0: 71.12    |  1: 59.37    |  2: 43.40    |  3: 64.73   
[Batch: 0312/0959] mIoU: 59.58  |  FB-IoU: 64.74 |  0: 71.12    |  1: 59.37    |  2: 43.40    |  3: 64.45   
[Batch: 0313/0959] mIoU: 59.43  |  FB-IoU: 64.58 |  0: 70.48    |  1: 59.37    |  2: 43.40    |  3: 64.45   
[Batch: 0314/0959] mIoU: 59.38  |  FB-IoU: 64.54 |  0: 70.48    |  1: 59.18    |  2: 43.40    |  3: 64.45   
[Batch: 0315/0959] mIoU: 59.44  |  FB-IoU: 64.60 |  0: 70.48    |  1: 59.18    |  2: 43.64    |  3: 64.45   
[Batch: 0316/0959] mIoU: 59.40  |  FB-IoU: 64.57 |  0: 70.48    |  1: 59.18    |  2: 43.64    |  3: 64.28   
[Batch: 0317/0959] mIoU: 59.49  |  FB-IoU: 64.66 |  0: 70.86    |  1: 59.18    |  2: 43.64    |  3: 64.28   
[Batch: 0318/0959] mIoU: 59.42  |  FB-IoU: 64.61 |  0: 70.86    |  1: 58.91    |  2: 43.64    |  3: 64.28   
[Batch: 0319/0959] mIoU: 59.52  |  FB-IoU: 64.65 |  0: 70.86    |  1: 58.91    |  2: 44.02    |  3: 64.28   
[Batch: 0320/0959] mIoU: 59.59  |  FB-IoU: 64.68 |  0: 70.86    |  1: 58.91    |  2: 44.02    |  3: 64.58   
[Batch: 0321/0959] mIoU: 59.64  |  FB-IoU: 64.72 |  0: 71.06    |  1: 58.91    |  2: 44.02    |  3: 64.58   
[Batch: 0322/0959] mIoU: 59.58  |  FB-IoU: 64.71 |  0: 71.06    |  1: 58.68    |  2: 44.02    |  3: 64.58   
[Batch: 0323/0959] mIoU: 59.24  |  FB-IoU: 64.41 |  0: 71.06    |  1: 58.68    |  2: 42.65    |  3: 64.58   
[Batch: 0324/0959] mIoU: 59.34  |  FB-IoU: 64.49 |  0: 71.06    |  1: 58.68    |  2: 42.65    |  3: 64.97   
[Batch: 0325/0959] mIoU: 59.35  |  FB-IoU: 64.52 |  0: 71.11    |  1: 58.68    |  2: 42.65    |  3: 64.97   
[Batch: 0326/0959] mIoU: 59.44  |  FB-IoU: 64.57 |  0: 71.11    |  1: 59.03    |  2: 42.65    |  3: 64.97   
[Batch: 0327/0959] mIoU: 59.39  |  FB-IoU: 64.59 |  0: 71.11    |  1: 59.03    |  2: 42.46    |  3: 64.97   
[Batch: 0328/0959] mIoU: 59.17  |  FB-IoU: 64.41 |  0: 71.11    |  1: 59.03    |  2: 42.46    |  3: 64.09   
[Batch: 0329/0959] mIoU: 59.15  |  FB-IoU: 64.40 |  0: 71.03    |  1: 59.03    |  2: 42.46    |  3: 64.09   
[Batch: 0330/0959] mIoU: 59.26  |  FB-IoU: 64.45 |  0: 71.03    |  1: 59.46    |  2: 42.46    |  3: 64.09   
[Batch: 0331/0959] mIoU: 59.33  |  FB-IoU: 64.52 |  0: 71.03    |  1: 59.46    |  2: 42.74    |  3: 64.09   
[Batch: 0332/0959] mIoU: 59.15  |  FB-IoU: 64.39 |  0: 71.03    |  1: 59.46    |  2: 42.74    |  3: 63.38   
[Batch: 0333/0959] mIoU: 59.18  |  FB-IoU: 64.42 |  0: 71.16    |  1: 59.46    |  2: 42.74    |  3: 63.38   
[Batch: 0334/0959] mIoU: 59.25  |  FB-IoU: 64.47 |  0: 71.16    |  1: 59.74    |  2: 42.74    |  3: 63.38   
[Batch: 0335/0959] mIoU: 59.06  |  FB-IoU: 64.25 |  0: 71.16    |  1: 59.74    |  2: 41.95    |  3: 63.38   
[Batch: 0336/0959] mIoU: 59.11  |  FB-IoU: 64.32 |  0: 71.16    |  1: 59.74    |  2: 41.95    |  3: 63.58   
[Batch: 0337/0959] mIoU: 59.12  |  FB-IoU: 64.33 |  0: 71.22    |  1: 59.74    |  2: 41.95    |  3: 63.58   
[Batch: 0338/0959] mIoU: 59.12  |  FB-IoU: 64.35 |  0: 71.22    |  1: 59.73    |  2: 41.95    |  3: 63.58   
[Batch: 0339/0959] mIoU: 59.03  |  FB-IoU: 64.32 |  0: 71.22    |  1: 59.73    |  2: 41.58    |  3: 63.58   
[Batch: 0340/0959] mIoU: 59.08  |  FB-IoU: 64.39 |  0: 71.22    |  1: 59.73    |  2: 41.58    |  3: 63.79   
[Batch: 0341/0959] mIoU: 59.12  |  FB-IoU: 64.45 |  0: 71.40    |  1: 59.73    |  2: 41.58    |  3: 63.79   
[Batch: 0342/0959] mIoU: 59.13  |  FB-IoU: 64.49 |  0: 71.40    |  1: 59.75    |  2: 41.58    |  3: 63.79   
[Batch: 0343/0959] mIoU: 58.88  |  FB-IoU: 64.24 |  0: 71.40    |  1: 59.75    |  2: 40.60    |  3: 63.79   
[Batch: 0344/0959] mIoU: 58.91  |  FB-IoU: 64.26 |  0: 71.40    |  1: 59.75    |  2: 40.60    |  3: 63.89   
[Batch: 0345/0959] mIoU: 58.86  |  FB-IoU: 64.20 |  0: 71.22    |  1: 59.75    |  2: 40.60    |  3: 63.89   
[Batch: 0346/0959] mIoU: 58.93  |  FB-IoU: 64.25 |  0: 71.22    |  1: 60.02    |  2: 40.60    |  3: 63.89   
[Batch: 0347/0959] mIoU: 59.03  |  FB-IoU: 64.29 |  0: 71.22    |  1: 60.02    |  2: 40.98    |  3: 63.89   
[Batch: 0348/0959] mIoU: 58.88  |  FB-IoU: 64.19 |  0: 71.22    |  1: 60.02    |  2: 40.98    |  3: 63.28   
[Batch: 0349/0959] mIoU: 58.93  |  FB-IoU: 64.26 |  0: 71.45    |  1: 60.02    |  2: 40.98    |  3: 63.28   
[Batch: 0350/0959] mIoU: 58.91  |  FB-IoU: 64.27 |  0: 71.45    |  1: 59.93    |  2: 40.98    |  3: 63.28   
[Batch: 0351/0959] mIoU: 58.99  |  FB-IoU: 64.30 |  0: 71.45    |  1: 59.93    |  2: 41.29    |  3: 63.28   
[Batch: 0352/0959] mIoU: 58.85  |  FB-IoU: 64.21 |  0: 71.45    |  1: 59.93    |  2: 41.29    |  3: 62.72   
[Batch: 0353/0959] mIoU: 58.84  |  FB-IoU: 64.20 |  0: 71.42    |  1: 59.93    |  2: 41.29    |  3: 62.72   
[Batch: 0354/0959] mIoU: 58.72  |  FB-IoU: 64.10 |  0: 71.42    |  1: 59.46    |  2: 41.29    |  3: 62.72   
[Batch: 0355/0959] mIoU: 58.65  |  FB-IoU: 64.07 |  0: 71.42    |  1: 59.46    |  2: 41.01    |  3: 62.72   
[Batch: 0356/0959] mIoU: 58.50  |  FB-IoU: 63.94 |  0: 71.42    |  1: 59.46    |  2: 41.01    |  3: 62.12   
[Batch: 0357/0959] mIoU: 58.50  |  FB-IoU: 63.94 |  0: 71.42    |  1: 59.46    |  2: 41.01    |  3: 62.12   
[Batch: 0358/0959] mIoU: 58.51  |  FB-IoU: 63.98 |  0: 71.42    |  1: 59.48    |  2: 41.01    |  3: 62.12   
[Batch: 0359/0959] mIoU: 58.45  |  FB-IoU: 63.98 |  0: 71.42    |  1: 59.48    |  2: 40.78    |  3: 62.12   
[Batch: 0360/0959] mIoU: 58.40  |  FB-IoU: 63.94 |  0: 71.42    |  1: 59.48    |  2: 40.78    |  3: 61.92   
[Batch: 0361/0959] mIoU: 58.50  |  FB-IoU: 64.03 |  0: 71.80    |  1: 59.48    |  2: 40.78    |  3: 61.92   
[Batch: 0362/0959] mIoU: 58.43  |  FB-IoU: 63.98 |  0: 71.80    |  1: 59.21    |  2: 40.78    |  3: 61.92   
[Batch: 0363/0959] mIoU: 58.28  |  FB-IoU: 63.84 |  0: 71.80    |  1: 59.21    |  2: 40.19    |  3: 61.92   
[Batch: 0364/0959] mIoU: 58.33  |  FB-IoU: 63.87 |  0: 71.80    |  1: 59.21    |  2: 40.19    |  3: 62.13   
[Batch: 0365/0959] mIoU: 58.29  |  FB-IoU: 63.83 |  0: 71.64    |  1: 59.21    |  2: 40.19    |  3: 62.13   
[Batch: 0366/0959] mIoU: 58.27  |  FB-IoU: 63.82 |  0: 71.64    |  1: 59.13    |  2: 40.19    |  3: 62.13   
[Batch: 0367/0959] mIoU: 58.32  |  FB-IoU: 63.88 |  0: 71.64    |  1: 59.13    |  2: 40.39    |  3: 62.13   
[Batch: 0368/0959] mIoU: 58.16  |  FB-IoU: 63.75 |  0: 71.64    |  1: 59.13    |  2: 40.39    |  3: 61.48   
[Batch: 0369/0959] mIoU: 58.21  |  FB-IoU: 63.81 |  0: 71.84    |  1: 59.13    |  2: 40.39    |  3: 61.48   
[Batch: 0370/0959] mIoU: 58.27  |  FB-IoU: 63.86 |  0: 71.84    |  1: 59.38    |  2: 40.39    |  3: 61.48   
[Batch: 0371/0959] mIoU: 58.41  |  FB-IoU: 63.92 |  0: 71.84    |  1: 59.38    |  2: 40.94    |  3: 61.48   
[Batch: 0372/0959] mIoU: 58.26  |  FB-IoU: 63.82 |  0: 71.84    |  1: 59.38    |  2: 40.94    |  3: 60.89   
[Batch: 0373/0959] mIoU: 58.23  |  FB-IoU: 63.79 |  0: 71.71    |  1: 59.38    |  2: 40.94    |  3: 60.89   
[Batch: 0374/0959] mIoU: 58.18  |  FB-IoU: 63.80 |  0: 71.71    |  1: 59.19    |  2: 40.94    |  3: 60.89   
[Batch: 0375/0959] mIoU: 58.27  |  FB-IoU: 63.84 |  0: 71.71    |  1: 59.19    |  2: 41.28    |  3: 60.89   
[Batch: 0376/0959] mIoU: 58.32  |  FB-IoU: 63.91 |  0: 71.71    |  1: 59.19    |  2: 41.28    |  3: 61.11   
[Batch: 0377/0959] mIoU: 58.37  |  FB-IoU: 63.96 |  0: 71.92    |  1: 59.19    |  2: 41.28    |  3: 61.11   
[Batch: 0378/0959] mIoU: 58.26  |  FB-IoU: 63.86 |  0: 71.92    |  1: 58.72    |  2: 41.28    |  3: 61.11   
[Batch: 0379/0959] mIoU: 58.24  |  FB-IoU: 63.90 |  0: 71.92    |  1: 58.72    |  2: 41.21    |  3: 61.11   
[Batch: 0380/0959] mIoU: 58.21  |  FB-IoU: 63.89 |  0: 71.92    |  1: 58.72    |  2: 41.21    |  3: 60.99   
[Batch: 0381/0959] mIoU: 58.15  |  FB-IoU: 63.83 |  0: 71.68    |  1: 58.72    |  2: 41.21    |  3: 60.99   
[Batch: 0382/0959] mIoU: 58.17  |  FB-IoU: 63.83 |  0: 71.68    |  1: 58.81    |  2: 41.21    |  3: 60.99   
[Batch: 0383/0959] mIoU: 58.24  |  FB-IoU: 63.88 |  0: 71.68    |  1: 58.81    |  2: 41.50    |  3: 60.99   
[Batch: 0384/0959] mIoU: 58.28  |  FB-IoU: 63.93 |  0: 71.68    |  1: 58.81    |  2: 41.50    |  3: 61.13   
[Batch: 0385/0959] mIoU: 58.22  |  FB-IoU: 63.86 |  0: 71.42    |  1: 58.81    |  2: 41.50    |  3: 61.13   
[Batch: 0386/0959] mIoU: 58.29  |  FB-IoU: 63.92 |  0: 71.42    |  1: 59.12    |  2: 41.50    |  3: 61.13   
[Batch: 0387/0959] mIoU: 58.32  |  FB-IoU: 63.94 |  0: 71.42    |  1: 59.12    |  2: 41.59    |  3: 61.13   
[Batch: 0388/0959] mIoU: 58.18  |  FB-IoU: 63.83 |  0: 71.42    |  1: 59.12    |  2: 41.59    |  3: 60.60   
[Batch: 0389/0959] mIoU: 58.22  |  FB-IoU: 63.88 |  0: 71.58    |  1: 59.12    |  2: 41.59    |  3: 60.60   
[Batch: 0390/0959] mIoU: 58.28  |  FB-IoU: 63.89 |  0: 71.58    |  1: 59.35    |  2: 41.59    |  3: 60.60   
[Batch: 0391/0959] mIoU: 58.33  |  FB-IoU: 63.96 |  0: 71.58    |  1: 59.35    |  2: 41.80    |  3: 60.60   
[Batch: 0392/0959] mIoU: 58.42  |  FB-IoU: 64.03 |  0: 71.58    |  1: 59.35    |  2: 41.80    |  3: 60.93   
[Batch: 0393/0959] mIoU: 58.45  |  FB-IoU: 64.06 |  0: 71.72    |  1: 59.35    |  2: 41.80    |  3: 60.93   
[Batch: 0394/0959] mIoU: 58.46  |  FB-IoU: 64.10 |  0: 71.72    |  1: 59.38    |  2: 41.80    |  3: 60.93   
[Batch: 0395/0959] mIoU: 58.63  |  FB-IoU: 64.17 |  0: 71.72    |  1: 59.38    |  2: 42.48    |  3: 60.93   
[Batch: 0396/0959] mIoU: 58.74  |  FB-IoU: 64.24 |  0: 71.72    |  1: 59.38    |  2: 42.48    |  3: 61.37   
[Batch: 0397/0959] mIoU: 58.68  |  FB-IoU: 64.18 |  0: 71.48    |  1: 59.38    |  2: 42.48    |  3: 61.37   
[Batch: 0398/0959] mIoU: 58.60  |  FB-IoU: 64.12 |  0: 71.48    |  1: 59.08    |  2: 42.48    |  3: 61.37   
[Batch: 0399/0959] mIoU: 58.70  |  FB-IoU: 64.15 |  0: 71.48    |  1: 59.08    |  2: 42.86    |  3: 61.37   
[Batch: 0400/0959] mIoU: 58.75  |  FB-IoU: 64.22 |  0: 71.48    |  1: 59.08    |  2: 42.86    |  3: 61.59   
[Batch: 0401/0959] mIoU: 58.81  |  FB-IoU: 64.29 |  0: 71.69    |  1: 59.08    |  2: 42.86    |  3: 61.59   
[Batch: 0402/0959] mIoU: 58.80  |  FB-IoU: 64.29 |  0: 71.69    |  1: 59.08    |  2: 42.86    |  3: 61.59   
[Batch: 0403/0959] mIoU: 58.73  |  FB-IoU: 64.18 |  0: 71.69    |  1: 59.08    |  2: 42.55    |  3: 61.59   
[Batch: 0404/0959] mIoU: 58.72  |  FB-IoU: 64.13 |  0: 71.69    |  1: 59.08    |  2: 42.55    |  3: 61.55   
[Batch: 0405/0959] mIoU: 58.78  |  FB-IoU: 64.19 |  0: 71.93    |  1: 59.08    |  2: 42.55    |  3: 61.55   
[Batch: 0406/0959] mIoU: 58.83  |  FB-IoU: 64.22 |  0: 71.93    |  1: 59.29    |  2: 42.55    |  3: 61.55   
[Batch: 0407/0959] mIoU: 58.90  |  FB-IoU: 64.28 |  0: 71.93    |  1: 59.29    |  2: 42.82    |  3: 61.55   
[Batch: 0408/0959] mIoU: 58.95  |  FB-IoU: 64.31 |  0: 71.93    |  1: 59.29    |  2: 42.82    |  3: 61.76   
[Batch: 0409/0959] mIoU: 59.01  |  FB-IoU: 64.38 |  0: 72.18    |  1: 59.29    |  2: 42.82    |  3: 61.76   
[Batch: 0410/0959] mIoU: 59.10  |  FB-IoU: 64.44 |  0: 72.18    |  1: 59.63    |  2: 42.82    |  3: 61.76   
[Batch: 0411/0959] mIoU: 58.90  |  FB-IoU: 64.25 |  0: 72.18    |  1: 59.63    |  2: 42.02    |  3: 61.76   
[Batch: 0412/0959] mIoU: 58.99  |  FB-IoU: 64.32 |  0: 72.18    |  1: 59.63    |  2: 42.02    |  3: 62.11   
[Batch: 0413/0959] mIoU: 58.96  |  FB-IoU: 64.28 |  0: 72.07    |  1: 59.63    |  2: 42.02    |  3: 62.11   
[Batch: 0414/0959] mIoU: 59.02  |  FB-IoU: 64.31 |  0: 72.07    |  1: 59.86    |  2: 42.02    |  3: 62.11   
[Batch: 0415/0959] mIoU: 59.14  |  FB-IoU: 64.28 |  0: 72.07    |  1: 59.86    |  2: 42.50    |  3: 62.11   
[Batch: 0416/0959] mIoU: 59.21  |  FB-IoU: 64.35 |  0: 72.07    |  1: 59.86    |  2: 42.50    |  3: 62.40   
[Batch: 0417/0959] mIoU: 59.14  |  FB-IoU: 64.29 |  0: 71.80    |  1: 59.86    |  2: 42.50    |  3: 62.40   
[Batch: 0418/0959] mIoU: 59.13  |  FB-IoU: 64.28 |  0: 71.80    |  1: 59.83    |  2: 42.50    |  3: 62.40   
[Batch: 0419/0959] mIoU: 59.15  |  FB-IoU: 64.32 |  0: 71.80    |  1: 59.83    |  2: 42.56    |  3: 62.40   
[Batch: 0420/0959] mIoU: 59.15  |  FB-IoU: 64.37 |  0: 71.80    |  1: 59.83    |  2: 42.56    |  3: 62.40   
[Batch: 0421/0959] mIoU: 59.16  |  FB-IoU: 64.39 |  0: 71.85    |  1: 59.83    |  2: 42.56    |  3: 62.40   
[Batch: 0422/0959] mIoU: 59.19  |  FB-IoU: 64.41 |  0: 71.85    |  1: 59.94    |  2: 42.56    |  3: 62.40   
[Batch: 0423/0959] mIoU: 59.30  |  FB-IoU: 64.46 |  0: 71.85    |  1: 59.94    |  2: 43.01    |  3: 62.40   
[Batch: 0424/0959] mIoU: 59.38  |  FB-IoU: 64.52 |  0: 71.85    |  1: 59.94    |  2: 43.01    |  3: 62.72   
[Batch: 0425/0959] mIoU: 59.29  |  FB-IoU: 64.44 |  0: 71.50    |  1: 59.94    |  2: 43.01    |  3: 62.72   
[Batch: 0426/0959] mIoU: 59.19  |  FB-IoU: 64.32 |  0: 71.50    |  1: 59.55    |  2: 43.01    |  3: 62.72   
[Batch: 0427/0959] mIoU: 59.24  |  FB-IoU: 64.38 |  0: 71.50    |  1: 59.55    |  2: 43.19    |  3: 62.72   
[Batch: 0428/0959] mIoU: 59.32  |  FB-IoU: 64.45 |  0: 71.50    |  1: 59.55    |  2: 43.19    |  3: 63.05   
[Batch: 0429/0959] mIoU: 59.36  |  FB-IoU: 64.50 |  0: 71.65    |  1: 59.55    |  2: 43.19    |  3: 63.05   
[Batch: 0430/0959] mIoU: 59.42  |  FB-IoU: 64.54 |  0: 71.65    |  1: 59.78    |  2: 43.19    |  3: 63.05   
[Batch: 0431/0959] mIoU: 59.43  |  FB-IoU: 64.58 |  0: 71.65    |  1: 59.78    |  2: 43.25    |  3: 63.05   
[Batch: 0432/0959] mIoU: 59.45  |  FB-IoU: 64.57 |  0: 71.65    |  1: 59.78    |  2: 43.25    |  3: 63.10   
[Batch: 0433/0959] mIoU: 59.44  |  FB-IoU: 64.56 |  0: 71.63    |  1: 59.78    |  2: 43.25    |  3: 63.10   
[Batch: 0434/0959] mIoU: 59.49  |  FB-IoU: 64.60 |  0: 71.63    |  1: 59.97    |  2: 43.25    |  3: 63.10   
[Batch: 0435/0959] mIoU: 59.52  |  FB-IoU: 64.66 |  0: 71.63    |  1: 59.97    |  2: 43.37    |  3: 63.10   
[Batch: 0436/0959] mIoU: 59.60  |  FB-IoU: 64.72 |  0: 71.63    |  1: 59.97    |  2: 43.37    |  3: 63.43   
[Batch: 0437/0959] mIoU: 59.61  |  FB-IoU: 64.73 |  0: 71.65    |  1: 59.97    |  2: 43.37    |  3: 63.43   
[Batch: 0438/0959] mIoU: 59.48  |  FB-IoU: 64.62 |  0: 71.65    |  1: 59.44    |  2: 43.37    |  3: 63.43   
[Batch: 0439/0959] mIoU: 59.49  |  FB-IoU: 64.57 |  0: 71.65    |  1: 59.44    |  2: 43.44    |  3: 63.43   
[Batch: 0440/0959] mIoU: 59.36  |  FB-IoU: 64.46 |  0: 71.65    |  1: 59.44    |  2: 43.44    |  3: 62.89   
[Batch: 0441/0959] mIoU: 59.21  |  FB-IoU: 64.31 |  0: 71.07    |  1: 59.44    |  2: 43.44    |  3: 62.89   
[Batch: 0442/0959] mIoU: 59.24  |  FB-IoU: 64.33 |  0: 71.07    |  1: 59.55    |  2: 43.44    |  3: 62.89   
[Batch: 0443/0959] mIoU: 59.11  |  FB-IoU: 64.19 |  0: 71.07    |  1: 59.55    |  2: 42.93    |  3: 62.89   
[Batch: 0444/0959] mIoU: 59.18  |  FB-IoU: 64.25 |  0: 71.07    |  1: 59.55    |  2: 42.93    |  3: 63.19   
[Batch: 0445/0959] mIoU: 59.23  |  FB-IoU: 64.31 |  0: 71.26    |  1: 59.55    |  2: 42.93    |  3: 63.19   
[Batch: 0446/0959] mIoU: 59.13  |  FB-IoU: 64.21 |  0: 71.26    |  1: 59.14    |  2: 42.93    |  3: 63.19   
[Batch: 0447/0959] mIoU: 59.07  |  FB-IoU: 64.20 |  0: 71.26    |  1: 59.14    |  2: 42.70    |  3: 63.19   
[Batch: 0448/0959] mIoU: 59.08  |  FB-IoU: 64.22 |  0: 71.26    |  1: 59.14    |  2: 42.70    |  3: 63.22   
[Batch: 0449/0959] mIoU: 59.05  |  FB-IoU: 64.20 |  0: 71.15    |  1: 59.14    |  2: 42.70    |  3: 63.22   
[Batch: 0450/0959] mIoU: 59.05  |  FB-IoU: 64.19 |  0: 71.15    |  1: 59.12    |  2: 42.70    |  3: 63.22   
[Batch: 0451/0959] mIoU: 59.12  |  FB-IoU: 64.21 |  0: 71.15    |  1: 59.12    |  2: 42.97    |  3: 63.22   
[Batch: 0452/0959] mIoU: 59.18  |  FB-IoU: 64.26 |  0: 71.15    |  1: 59.12    |  2: 42.97    |  3: 63.49   
[Batch: 0453/0959] mIoU: 59.17  |  FB-IoU: 64.26 |  0: 71.11    |  1: 59.12    |  2: 42.97    |  3: 63.49   
[Batch: 0454/0959] mIoU: 58.99  |  FB-IoU: 64.09 |  0: 71.11    |  1: 58.41    |  2: 42.97    |  3: 63.49   
[Batch: 0455/0959] mIoU: 58.94  |  FB-IoU: 64.09 |  0: 71.11    |  1: 58.41    |  2: 42.77    |  3: 63.49   
[Batch: 0456/0959] mIoU: 58.99  |  FB-IoU: 64.13 |  0: 71.11    |  1: 58.41    |  2: 42.77    |  3: 63.69   
[Batch: 0457/0959] mIoU: 59.03  |  FB-IoU: 64.17 |  0: 71.26    |  1: 58.41    |  2: 42.77    |  3: 63.69   
[Batch: 0458/0959] mIoU: 59.11  |  FB-IoU: 64.23 |  0: 71.26    |  1: 58.71    |  2: 42.77    |  3: 63.69   
[Batch: 0459/0959] mIoU: 59.05  |  FB-IoU: 64.20 |  0: 71.26    |  1: 58.71    |  2: 42.55    |  3: 63.69   
[Batch: 0460/0959] mIoU: 59.05  |  FB-IoU: 64.25 |  0: 71.26    |  1: 58.71    |  2: 42.55    |  3: 63.69   
[Batch: 0461/0959] mIoU: 59.06  |  FB-IoU: 64.27 |  0: 71.30    |  1: 58.71    |  2: 42.55    |  3: 63.69   
[Batch: 0462/0959] mIoU: 59.08  |  FB-IoU: 64.29 |  0: 71.30    |  1: 58.79    |  2: 42.55    |  3: 63.69   
[Batch: 0463/0959] mIoU: 59.16  |  FB-IoU: 64.34 |  0: 71.30    |  1: 58.79    |  2: 42.85    |  3: 63.69   
[Batch: 0464/0959] mIoU: 59.24  |  FB-IoU: 64.40 |  0: 71.30    |  1: 58.79    |  2: 42.85    |  3: 64.01   
[Batch: 0465/0959] mIoU: 59.26  |  FB-IoU: 64.42 |  0: 71.38    |  1: 58.79    |  2: 42.85    |  3: 64.01   
[Batch: 0466/0959] mIoU: 59.27  |  FB-IoU: 64.43 |  0: 71.38    |  1: 58.83    |  2: 42.85    |  3: 64.01   
[Batch: 0467/0959] mIoU: 59.26  |  FB-IoU: 64.45 |  0: 71.38    |  1: 58.83    |  2: 42.82    |  3: 64.01   
[Batch: 0468/0959] mIoU: 59.29  |  FB-IoU: 64.51 |  0: 71.38    |  1: 58.83    |  2: 42.82    |  3: 64.13   
[Batch: 0469/0959] mIoU: 59.21  |  FB-IoU: 64.42 |  0: 71.08    |  1: 58.83    |  2: 42.82    |  3: 64.13   
[Batch: 0470/0959] mIoU: 59.17  |  FB-IoU: 64.38 |  0: 71.08    |  1: 58.64    |  2: 42.82    |  3: 64.13   
[Batch: 0471/0959] mIoU: 59.14  |  FB-IoU: 64.38 |  0: 71.08    |  1: 58.64    |  2: 42.72    |  3: 64.13   
[Batch: 0472/0959] mIoU: 59.03  |  FB-IoU: 64.30 |  0: 71.08    |  1: 58.64    |  2: 42.72    |  3: 63.69   
[Batch: 0473/0959] mIoU: 59.09  |  FB-IoU: 64.37 |  0: 71.32    |  1: 58.64    |  2: 42.72    |  3: 63.69   
[Batch: 0474/0959] mIoU: 59.05  |  FB-IoU: 64.32 |  0: 71.32    |  1: 58.45    |  2: 42.72    |  3: 63.69   
[Batch: 0475/0959] mIoU: 59.00  |  FB-IoU: 64.24 |  0: 71.32    |  1: 58.45    |  2: 42.56    |  3: 63.69   
[Batch: 0476/0959] mIoU: 58.87  |  FB-IoU: 64.13 |  0: 71.32    |  1: 58.45    |  2: 42.56    |  3: 63.14   
[Batch: 0477/0959] mIoU: 58.81  |  FB-IoU: 64.07 |  0: 71.11    |  1: 58.45    |  2: 42.56    |  3: 63.14   
[Batch: 0478/0959] mIoU: 58.81  |  FB-IoU: 64.04 |  0: 71.11    |  1: 58.44    |  2: 42.56    |  3: 63.14   
[Batch: 0479/0959] mIoU: 58.67  |  FB-IoU: 63.92 |  0: 71.11    |  1: 58.44    |  2: 41.98    |  3: 63.14   
[Batch: 0480/0959] mIoU: 58.74  |  FB-IoU: 63.96 |  0: 71.11    |  1: 58.44    |  2: 41.98    |  3: 63.45   
[Batch: 0481/0959] mIoU: 58.82  |  FB-IoU: 64.03 |  0: 71.41    |  1: 58.44    |  2: 41.98    |  3: 63.45   
[Batch: 0482/0959] mIoU: 58.89  |  FB-IoU: 64.07 |  0: 71.41    |  1: 58.72    |  2: 41.98    |  3: 63.45   
[Batch: 0483/0959] mIoU: 58.88  |  FB-IoU: 64.11 |  0: 71.41    |  1: 58.72    |  2: 41.93    |  3: 63.45   
[Batch: 0484/0959] mIoU: 58.94  |  FB-IoU: 64.16 |  0: 71.41    |  1: 58.72    |  2: 41.93    |  3: 63.69   
[Batch: 0485/0959] mIoU: 58.95  |  FB-IoU: 64.18 |  0: 71.46    |  1: 58.72    |  2: 41.93    |  3: 63.69   
[Batch: 0486/0959] mIoU: 58.93  |  FB-IoU: 64.17 |  0: 71.46    |  1: 58.65    |  2: 41.93    |  3: 63.69   
[Batch: 0487/0959] mIoU: 59.04  |  FB-IoU: 64.22 |  0: 71.46    |  1: 58.65    |  2: 42.36    |  3: 63.69   
[Batch: 0488/0959] mIoU: 59.08  |  FB-IoU: 64.27 |  0: 71.46    |  1: 58.65    |  2: 42.36    |  3: 63.84   
[Batch: 0489/0959] mIoU: 59.12  |  FB-IoU: 64.31 |  0: 71.63    |  1: 58.65    |  2: 42.36    |  3: 63.84   
[Batch: 0490/0959] mIoU: 59.16  |  FB-IoU: 64.35 |  0: 71.63    |  1: 58.83    |  2: 42.36    |  3: 63.84   
[Batch: 0491/0959] mIoU: 59.00  |  FB-IoU: 64.21 |  0: 71.63    |  1: 58.83    |  2: 41.71    |  3: 63.84   
[Batch: 0492/0959] mIoU: 59.01  |  FB-IoU: 64.21 |  0: 71.63    |  1: 58.83    |  2: 41.71    |  3: 63.88   
[Batch: 0493/0959] mIoU: 59.03  |  FB-IoU: 64.23 |  0: 71.69    |  1: 58.83    |  2: 41.71    |  3: 63.88   
[Batch: 0494/0959] mIoU: 59.05  |  FB-IoU: 64.26 |  0: 71.69    |  1: 58.93    |  2: 41.71    |  3: 63.88   
[Batch: 0495/0959] mIoU: 59.09  |  FB-IoU: 64.31 |  0: 71.69    |  1: 58.93    |  2: 41.87    |  3: 63.88   
[Batch: 0496/0959] mIoU: 59.03  |  FB-IoU: 64.28 |  0: 71.69    |  1: 58.93    |  2: 41.87    |  3: 63.62   
[Batch: 0497/0959] mIoU: 59.04  |  FB-IoU: 64.29 |  0: 71.75    |  1: 58.93    |  2: 41.87    |  3: 63.62   
[Batch: 0498/0959] mIoU: 59.08  |  FB-IoU: 64.33 |  0: 71.75    |  1: 59.09    |  2: 41.87    |  3: 63.62   
[Batch: 0499/0959] mIoU: 59.08  |  FB-IoU: 64.35 |  0: 71.75    |  1: 59.09    |  2: 41.86    |  3: 63.62   
[Batch: 0500/0959] mIoU: 58.95  |  FB-IoU: 64.24 |  0: 71.75    |  1: 59.09    |  2: 41.86    |  3: 63.10   
[Batch: 0501/0959] mIoU: 58.98  |  FB-IoU: 64.28 |  0: 71.85    |  1: 59.09    |  2: 41.86    |  3: 63.10   
[Batch: 0502/0959] mIoU: 58.95  |  FB-IoU: 64.24 |  0: 71.85    |  1: 58.98    |  2: 41.86    |  3: 63.10   
[Batch: 0503/0959] mIoU: 58.85  |  FB-IoU: 64.17 |  0: 71.85    |  1: 58.98    |  2: 41.48    |  3: 63.10   
[Batch: 0504/0959] mIoU: 58.69  |  FB-IoU: 64.03 |  0: 71.85    |  1: 58.98    |  2: 41.48    |  3: 62.43   
[Batch: 0505/0959] mIoU: 58.73  |  FB-IoU: 64.07 |  0: 72.01    |  1: 58.98    |  2: 41.48    |  3: 62.43   
[Batch: 0506/0959] mIoU: 58.76  |  FB-IoU: 64.10 |  0: 72.01    |  1: 59.12    |  2: 41.48    |  3: 62.43   
[Batch: 0507/0959] mIoU: 58.79  |  FB-IoU: 64.15 |  0: 72.01    |  1: 59.12    |  2: 41.61    |  3: 62.43   
[Batch: 0508/0959] mIoU: 58.81  |  FB-IoU: 64.15 |  0: 72.01    |  1: 59.12    |  2: 41.61    |  3: 62.49   
[Batch: 0509/0959] mIoU: 58.86  |  FB-IoU: 64.20 |  0: 72.24    |  1: 59.12    |  2: 41.61    |  3: 62.49   
[Batch: 0510/0959] mIoU: 58.90  |  FB-IoU: 64.25 |  0: 72.24    |  1: 59.26    |  2: 41.61    |  3: 62.49   
[Batch: 0511/0959] mIoU: 58.77  |  FB-IoU: 64.11 |  0: 72.24    |  1: 59.26    |  2: 41.12    |  3: 62.49   
[Batch: 0512/0959] mIoU: 58.82  |  FB-IoU: 64.16 |  0: 72.24    |  1: 59.26    |  2: 41.12    |  3: 62.65   
[Batch: 0513/0959] mIoU: 58.81  |  FB-IoU: 64.16 |  0: 72.21    |  1: 59.26    |  2: 41.12    |  3: 62.65   
[Batch: 0514/0959] mIoU: 58.77  |  FB-IoU: 64.10 |  0: 72.21    |  1: 59.12    |  2: 41.12    |  3: 62.65   
[Batch: 0515/0959] mIoU: 58.77  |  FB-IoU: 64.06 |  0: 72.21    |  1: 59.12    |  2: 41.10    |  3: 62.65   
[Batch: 0516/0959] mIoU: 58.83  |  FB-IoU: 64.11 |  0: 72.21    |  1: 59.12    |  2: 41.10    |  3: 62.91   
[Batch: 0517/0959] mIoU: 58.83  |  FB-IoU: 64.11 |  0: 72.18    |  1: 59.12    |  2: 41.10    |  3: 62.91   
[Batch: 0518/0959] mIoU: 58.77  |  FB-IoU: 64.03 |  0: 72.18    |  1: 58.88    |  2: 41.10    |  3: 62.91   
[Batch: 0519/0959] mIoU: 58.71  |  FB-IoU: 64.00 |  0: 72.18    |  1: 58.88    |  2: 40.85    |  3: 62.91   
[Batch: 0520/0959] mIoU: 58.72  |  FB-IoU: 64.01 |  0: 72.18    |  1: 58.88    |  2: 40.85    |  3: 62.98   
[Batch: 0521/0959] mIoU: 58.76  |  FB-IoU: 64.06 |  0: 72.35    |  1: 58.88    |  2: 40.85    |  3: 62.98   
[Batch: 0522/0959] mIoU: 58.76  |  FB-IoU: 64.09 |  0: 72.35    |  1: 58.86    |  2: 40.85    |  3: 62.98   
[Batch: 0523/0959] mIoU: 58.83  |  FB-IoU: 64.12 |  0: 72.35    |  1: 58.86    |  2: 41.12    |  3: 62.98   
[Batch: 0524/0959] mIoU: 58.87  |  FB-IoU: 64.17 |  0: 72.35    |  1: 58.86    |  2: 41.12    |  3: 63.13   
[Batch: 0525/0959] mIoU: 58.75  |  FB-IoU: 64.04 |  0: 71.87    |  1: 58.86    |  2: 41.12    |  3: 63.13   
[Batch: 0526/0959] mIoU: 58.75  |  FB-IoU: 64.01 |  0: 71.87    |  1: 58.88    |  2: 41.12    |  3: 63.13   
[Batch: 0527/0959] mIoU: 58.74  |  FB-IoU: 64.01 |  0: 71.87    |  1: 58.88    |  2: 41.06    |  3: 63.13   
[Batch: 0528/0959] mIoU: 58.77  |  FB-IoU: 64.03 |  0: 71.87    |  1: 58.88    |  2: 41.06    |  3: 63.27   
[Batch: 0529/0959] mIoU: 58.80  |  FB-IoU: 64.07 |  0: 71.99    |  1: 58.88    |  2: 41.06    |  3: 63.27   
[Batch: 0530/0959] mIoU: 58.75  |  FB-IoU: 64.02 |  0: 71.99    |  1: 58.69    |  2: 41.06    |  3: 63.27   
[Batch: 0531/0959] mIoU: 58.88  |  FB-IoU: 64.07 |  0: 71.99    |  1: 58.69    |  2: 41.59    |  3: 63.27   
[Batch: 0532/0959] mIoU: 58.85  |  FB-IoU: 64.08 |  0: 71.99    |  1: 58.69    |  2: 41.59    |  3: 63.14   
[Batch: 0533/0959] mIoU: 58.89  |  FB-IoU: 64.12 |  0: 72.12    |  1: 58.69    |  2: 41.59    |  3: 63.14   
[Batch: 0534/0959] mIoU: 58.92  |  FB-IoU: 64.16 |  0: 72.12    |  1: 58.84    |  2: 41.59    |  3: 63.14   
[Batch: 0535/0959] mIoU: 59.01  |  FB-IoU: 64.17 |  0: 72.12    |  1: 58.84    |  2: 41.94    |  3: 63.14   
[Batch: 0536/0959] mIoU: 59.07  |  FB-IoU: 64.21 |  0: 72.12    |  1: 58.84    |  2: 41.94    |  3: 63.38   
[Batch: 0537/0959] mIoU: 59.10  |  FB-IoU: 64.24 |  0: 72.22    |  1: 58.84    |  2: 41.94    |  3: 63.38   
[Batch: 0538/0959] mIoU: 59.06  |  FB-IoU: 64.21 |  0: 72.22    |  1: 58.68    |  2: 41.94    |  3: 63.38   
[Batch: 0539/0959] mIoU: 58.97  |  FB-IoU: 64.15 |  0: 72.22    |  1: 58.68    |  2: 41.60    |  3: 63.38   
[Batch: 0540/0959] mIoU: 59.00  |  FB-IoU: 64.17 |  0: 72.22    |  1: 58.68    |  2: 41.60    |  3: 63.49   
[Batch: 0541/0959] mIoU: 59.04  |  FB-IoU: 64.22 |  0: 72.38    |  1: 58.68    |  2: 41.60    |  3: 63.49   
[Batch: 0542/0959] mIoU: 58.99  |  FB-IoU: 64.16 |  0: 72.38    |  1: 58.50    |  2: 41.60    |  3: 63.49   
[Batch: 0543/0959] mIoU: 59.03  |  FB-IoU: 64.18 |  0: 72.38    |  1: 58.50    |  2: 41.73    |  3: 63.49   
[Batch: 0544/0959] mIoU: 59.07  |  FB-IoU: 64.22 |  0: 72.38    |  1: 58.50    |  2: 41.73    |  3: 63.67   
[Batch: 0545/0959] mIoU: 59.07  |  FB-IoU: 64.24 |  0: 72.40    |  1: 58.50    |  2: 41.73    |  3: 63.67   
[Batch: 0546/0959] mIoU: 59.12  |  FB-IoU: 64.27 |  0: 72.40    |  1: 58.68    |  2: 41.73    |  3: 63.67   
[Batch: 0547/0959] mIoU: 59.11  |  FB-IoU: 64.30 |  0: 72.40    |  1: 58.68    |  2: 41.70    |  3: 63.67   
[Batch: 0548/0959] mIoU: 59.12  |  FB-IoU: 64.34 |  0: 72.40    |  1: 58.68    |  2: 41.70    |  3: 63.72   
[Batch: 0549/0959] mIoU: 59.16  |  FB-IoU: 64.39 |  0: 72.54    |  1: 58.68    |  2: 41.70    |  3: 63.72   
[Batch: 0550/0959] mIoU: 59.15  |  FB-IoU: 64.38 |  0: 72.54    |  1: 58.64    |  2: 41.70    |  3: 63.72   
[Batch: 0551/0959] mIoU: 59.12  |  FB-IoU: 64.38 |  0: 72.54    |  1: 58.64    |  2: 41.60    |  3: 63.72   
[Batch: 0552/0959] mIoU: 59.17  |  FB-IoU: 64.43 |  0: 72.54    |  1: 58.64    |  2: 41.60    |  3: 63.91   
[Batch: 0553/0959] mIoU: 59.16  |  FB-IoU: 64.41 |  0: 72.49    |  1: 58.64    |  2: 41.60    |  3: 63.91   
[Batch: 0554/0959] mIoU: 59.08  |  FB-IoU: 64.35 |  0: 72.49    |  1: 58.31    |  2: 41.60    |  3: 63.91   
[Batch: 0555/0959] mIoU: 59.09  |  FB-IoU: 64.39 |  0: 72.49    |  1: 58.31    |  2: 41.67    |  3: 63.91   
[Batch: 0556/0959] mIoU: 59.15  |  FB-IoU: 64.45 |  0: 72.49    |  1: 58.31    |  2: 41.67    |  3: 64.15   
[Batch: 0557/0959] mIoU: 59.17  |  FB-IoU: 64.46 |  0: 72.55    |  1: 58.31    |  2: 41.67    |  3: 64.15   
[Batch: 0558/0959] mIoU: 59.18  |  FB-IoU: 64.49 |  0: 72.55    |  1: 58.37    |  2: 41.67    |  3: 64.15   
[Batch: 0559/0959] mIoU: 59.09  |  FB-IoU: 64.40 |  0: 72.55    |  1: 58.37    |  2: 41.29    |  3: 64.15   
[Batch: 0560/0959] mIoU: 59.11  |  FB-IoU: 64.43 |  0: 72.55    |  1: 58.37    |  2: 41.29    |  3: 64.25   
[Batch: 0561/0959] mIoU: 59.03  |  FB-IoU: 64.35 |  0: 72.22    |  1: 58.37    |  2: 41.29    |  3: 64.25   
[Batch: 0562/0959] mIoU: 58.99  |  FB-IoU: 64.32 |  0: 72.22    |  1: 58.21    |  2: 41.29    |  3: 64.25   
[Batch: 0563/0959] mIoU: 58.98  |  FB-IoU: 64.32 |  0: 72.22    |  1: 58.21    |  2: 41.22    |  3: 64.25   
[Batch: 0564/0959] mIoU: 59.02  |  FB-IoU: 64.35 |  0: 72.22    |  1: 58.21    |  2: 41.22    |  3: 64.44   
[Batch: 0565/0959] mIoU: 59.06  |  FB-IoU: 64.39 |  0: 72.37    |  1: 58.21    |  2: 41.22    |  3: 64.44   
[Batch: 0566/0959] mIoU: 59.09  |  FB-IoU: 64.42 |  0: 72.37    |  1: 58.35    |  2: 41.22    |  3: 64.44   
[Batch: 0567/0959] mIoU: 59.12  |  FB-IoU: 64.39 |  0: 72.37    |  1: 58.35    |  2: 41.34    |  3: 64.44   
[Batch: 0568/0959] mIoU: 59.15  |  FB-IoU: 64.44 |  0: 72.37    |  1: 58.35    |  2: 41.34    |  3: 64.56   
[Batch: 0569/0959] mIoU: 59.15  |  FB-IoU: 64.44 |  0: 72.35    |  1: 58.35    |  2: 41.34    |  3: 64.56   
[Batch: 0570/0959] mIoU: 59.16  |  FB-IoU: 64.44 |  0: 72.35    |  1: 58.38    |  2: 41.34    |  3: 64.56   
[Batch: 0571/0959] mIoU: 59.17  |  FB-IoU: 64.49 |  0: 72.35    |  1: 58.38    |  2: 41.37    |  3: 64.56   
[Batch: 0572/0959] mIoU: 59.19  |  FB-IoU: 64.52 |  0: 72.35    |  1: 58.38    |  2: 41.37    |  3: 64.67   
[Batch: 0573/0959] mIoU: 59.21  |  FB-IoU: 64.57 |  0: 72.41    |  1: 58.38    |  2: 41.37    |  3: 64.67   
[Batch: 0574/0959] mIoU: 59.21  |  FB-IoU: 64.55 |  0: 72.41    |  1: 58.38    |  2: 41.37    |  3: 64.67   
[Batch: 0575/0959] mIoU: 59.17  |  FB-IoU: 64.54 |  0: 72.41    |  1: 58.38    |  2: 41.19    |  3: 64.67   
[Batch: 0576/0959] mIoU: 59.16  |  FB-IoU: 64.52 |  0: 72.41    |  1: 58.38    |  2: 41.19    |  3: 64.65   
[Batch: 0577/0959] mIoU: 59.17  |  FB-IoU: 64.54 |  0: 72.45    |  1: 58.38    |  2: 41.19    |  3: 64.65   
[Batch: 0578/0959] mIoU: 59.20  |  FB-IoU: 64.56 |  0: 72.45    |  1: 58.50    |  2: 41.19    |  3: 64.65   
[Batch: 0579/0959] mIoU: 59.19  |  FB-IoU: 64.57 |  0: 72.45    |  1: 58.50    |  2: 41.16    |  3: 64.65   
[Batch: 0580/0959] mIoU: 59.23  |  FB-IoU: 64.58 |  0: 72.45    |  1: 58.50    |  2: 41.16    |  3: 64.80   
[Batch: 0581/0959] mIoU: 59.27  |  FB-IoU: 64.63 |  0: 72.64    |  1: 58.50    |  2: 41.16    |  3: 64.80   
[Batch: 0582/0959] mIoU: 59.28  |  FB-IoU: 64.65 |  0: 72.64    |  1: 58.51    |  2: 41.16    |  3: 64.80   
[Batch: 0583/0959] mIoU: 59.22  |  FB-IoU: 64.62 |  0: 72.64    |  1: 58.51    |  2: 40.93    |  3: 64.80   
[Batch: 0584/0959] mIoU: 59.17  |  FB-IoU: 64.57 |  0: 72.64    |  1: 58.51    |  2: 40.93    |  3: 64.60   
[Batch: 0585/0959] mIoU: 59.17  |  FB-IoU: 64.59 |  0: 72.64    |  1: 58.51    |  2: 40.93    |  3: 64.60   
[Batch: 0586/0959] mIoU: 59.22  |  FB-IoU: 64.59 |  0: 72.64    |  1: 58.72    |  2: 40.93    |  3: 64.60   
[Batch: 0587/0959] mIoU: 59.18  |  FB-IoU: 64.59 |  0: 72.64    |  1: 58.72    |  2: 40.77    |  3: 64.60   
[Batch: 0588/0959] mIoU: 59.11  |  FB-IoU: 64.54 |  0: 72.64    |  1: 58.72    |  2: 40.77    |  3: 64.29   
[Batch: 0589/0959] mIoU: 59.02  |  FB-IoU: 64.45 |  0: 72.31    |  1: 58.72    |  2: 40.77    |  3: 64.29   
[Batch: 0590/0959] mIoU: 59.06  |  FB-IoU: 64.48 |  0: 72.31    |  1: 58.85    |  2: 40.77    |  3: 64.29   
[Batch: 0591/0959] mIoU: 59.11  |  FB-IoU: 64.52 |  0: 72.31    |  1: 58.85    |  2: 40.98    |  3: 64.29   
[Batch: 0592/0959] mIoU: 58.99  |  FB-IoU: 64.43 |  0: 72.31    |  1: 58.85    |  2: 40.98    |  3: 63.82   
[Batch: 0593/0959] mIoU: 59.03  |  FB-IoU: 64.47 |  0: 72.46    |  1: 58.85    |  2: 40.98    |  3: 63.82   
[Batch: 0594/0959] mIoU: 59.04  |  FB-IoU: 64.50 |  0: 72.46    |  1: 58.91    |  2: 40.98    |  3: 63.82   
[Batch: 0595/0959] mIoU: 59.04  |  FB-IoU: 64.49 |  0: 72.46    |  1: 58.91    |  2: 40.97    |  3: 63.82   
[Batch: 0596/0959] mIoU: 59.05  |  FB-IoU: 64.51 |  0: 72.46    |  1: 58.91    |  2: 40.97    |  3: 63.84   
[Batch: 0597/0959] mIoU: 59.08  |  FB-IoU: 64.54 |  0: 72.59    |  1: 58.91    |  2: 40.97    |  3: 63.84   
[Batch: 0598/0959] mIoU: 59.10  |  FB-IoU: 64.56 |  0: 72.59    |  1: 58.99    |  2: 40.97    |  3: 63.84   
[Batch: 0599/0959] mIoU: 59.14  |  FB-IoU: 64.60 |  0: 72.59    |  1: 58.99    |  2: 41.13    |  3: 63.84   
[Batch: 0600/0959] mIoU: 59.18  |  FB-IoU: 64.62 |  0: 72.59    |  1: 58.99    |  2: 41.13    |  3: 64.03   
[Batch: 0601/0959] mIoU: 59.16  |  FB-IoU: 64.61 |  0: 72.49    |  1: 58.99    |  2: 41.13    |  3: 64.03   
[Batch: 0602/0959] mIoU: 59.08  |  FB-IoU: 64.55 |  0: 72.49    |  1: 58.65    |  2: 41.13    |  3: 64.03   
[Batch: 0603/0959] mIoU: 59.08  |  FB-IoU: 64.58 |  0: 72.49    |  1: 58.65    |  2: 41.15    |  3: 64.03   
[Batch: 0604/0959] mIoU: 59.11  |  FB-IoU: 64.60 |  0: 72.49    |  1: 58.65    |  2: 41.15    |  3: 64.15   
[Batch: 0605/0959] mIoU: 59.10  |  FB-IoU: 64.59 |  0: 72.46    |  1: 58.65    |  2: 41.15    |  3: 64.15   
[Batch: 0606/0959] mIoU: 59.11  |  FB-IoU: 64.60 |  0: 72.46    |  1: 58.70    |  2: 41.15    |  3: 64.15   
[Batch: 0607/0959] mIoU: 59.14  |  FB-IoU: 64.64 |  0: 72.46    |  1: 58.70    |  2: 41.24    |  3: 64.15   
[Batch: 0608/0959] mIoU: 59.18  |  FB-IoU: 64.69 |  0: 72.46    |  1: 58.70    |  2: 41.24    |  3: 64.31   
[Batch: 0609/0959] mIoU: 59.20  |  FB-IoU: 64.73 |  0: 72.56    |  1: 58.70    |  2: 41.24    |  3: 64.31   
[Batch: 0610/0959] mIoU: 59.13  |  FB-IoU: 64.67 |  0: 72.56    |  1: 58.42    |  2: 41.24    |  3: 64.31   
[Batch: 0611/0959] mIoU: 59.12  |  FB-IoU: 64.70 |  0: 72.56    |  1: 58.42    |  2: 41.19    |  3: 64.31   
[Batch: 0612/0959] mIoU: 59.08  |  FB-IoU: 64.66 |  0: 72.56    |  1: 58.42    |  2: 41.19    |  3: 64.13   
[Batch: 0613/0959] mIoU: 59.09  |  FB-IoU: 64.68 |  0: 72.63    |  1: 58.42    |  2: 41.19    |  3: 64.13   
[Batch: 0614/0959] mIoU: 59.13  |  FB-IoU: 64.70 |  0: 72.63    |  1: 58.56    |  2: 41.19    |  3: 64.13   
[Batch: 0615/0959] mIoU: 59.14  |  FB-IoU: 64.73 |  0: 72.63    |  1: 58.56    |  2: 41.23    |  3: 64.13   
[Batch: 0616/0959] mIoU: 59.20  |  FB-IoU: 64.77 |  0: 72.63    |  1: 58.56    |  2: 41.23    |  3: 64.39   
[Batch: 0617/0959] mIoU: 59.18  |  FB-IoU: 64.76 |  0: 72.55    |  1: 58.56    |  2: 41.23    |  3: 64.39   
[Batch: 0618/0959] mIoU: 59.18  |  FB-IoU: 64.76 |  0: 72.55    |  1: 58.56    |  2: 41.23    |  3: 64.39   
[Batch: 0619/0959] mIoU: 59.23  |  FB-IoU: 64.77 |  0: 72.55    |  1: 58.56    |  2: 41.41    |  3: 64.39   
[Batch: 0620/0959] mIoU: 59.24  |  FB-IoU: 64.78 |  0: 72.55    |  1: 58.56    |  2: 41.41    |  3: 64.43   
[Batch: 0621/0959] mIoU: 59.21  |  FB-IoU: 64.76 |  0: 72.43    |  1: 58.56    |  2: 41.41    |  3: 64.43   
[Batch: 0622/0959] mIoU: 59.09  |  FB-IoU: 64.65 |  0: 72.43    |  1: 58.09    |  2: 41.41    |  3: 64.43   
[Batch: 0623/0959] mIoU: 59.07  |  FB-IoU: 64.65 |  0: 72.43    |  1: 58.09    |  2: 41.34    |  3: 64.43   
[Batch: 0624/0959] mIoU: 59.13  |  FB-IoU: 64.67 |  0: 72.43    |  1: 58.09    |  2: 41.34    |  3: 64.64   
[Batch: 0625/0959] mIoU: 59.08  |  FB-IoU: 64.64 |  0: 72.24    |  1: 58.09    |  2: 41.34    |  3: 64.64   
[Batch: 0626/0959] mIoU: 59.13  |  FB-IoU: 64.68 |  0: 72.24    |  1: 58.32    |  2: 41.34    |  3: 64.64   
[Batch: 0627/0959] mIoU: 59.14  |  FB-IoU: 64.63 |  0: 72.24    |  1: 58.32    |  2: 41.37    |  3: 64.64   
[Batch: 0628/0959] mIoU: 59.07  |  FB-IoU: 64.58 |  0: 72.24    |  1: 58.32    |  2: 41.37    |  3: 64.35   
[Batch: 0629/0959] mIoU: 59.07  |  FB-IoU: 64.58 |  0: 72.25    |  1: 58.32    |  2: 41.37    |  3: 64.35   
[Batch: 0630/0959] mIoU: 58.95  |  FB-IoU: 64.45 |  0: 72.25    |  1: 57.82    |  2: 41.37    |  3: 64.35   
[Batch: 0631/0959] mIoU: 58.95  |  FB-IoU: 64.46 |  0: 72.25    |  1: 57.82    |  2: 41.40    |  3: 64.35   
[Batch: 0632/0959] mIoU: 58.99  |  FB-IoU: 64.50 |  0: 72.25    |  1: 57.82    |  2: 41.40    |  3: 64.50   
[Batch: 0633/0959] mIoU: 59.00  |  FB-IoU: 64.50 |  0: 72.27    |  1: 57.82    |  2: 41.40    |  3: 64.50   
[Batch: 0634/0959] mIoU: 58.93  |  FB-IoU: 64.45 |  0: 72.27    |  1: 57.56    |  2: 41.40    |  3: 64.50   
[Batch: 0635/0959] mIoU: 58.94  |  FB-IoU: 64.47 |  0: 72.27    |  1: 57.56    |  2: 41.43    |  3: 64.50   
[Batch: 0636/0959] mIoU: 58.97  |  FB-IoU: 64.51 |  0: 72.27    |  1: 57.56    |  2: 41.43    |  3: 64.59   
[Batch: 0637/0959] mIoU: 58.96  |  FB-IoU: 64.49 |  0: 72.26    |  1: 57.56    |  2: 41.43    |  3: 64.59   
[Batch: 0638/0959] mIoU: 59.01  |  FB-IoU: 64.51 |  0: 72.26    |  1: 57.74    |  2: 41.43    |  3: 64.59   
[Batch: 0639/0959] mIoU: 59.01  |  FB-IoU: 64.55 |  0: 72.26    |  1: 57.74    |  2: 41.46    |  3: 64.59   
[Batch: 0640/0959] mIoU: 59.08  |  FB-IoU: 64.60 |  0: 72.26    |  1: 57.74    |  2: 41.46    |  3: 64.84   
[Batch: 0641/0959] mIoU: 59.10  |  FB-IoU: 64.63 |  0: 72.35    |  1: 57.74    |  2: 41.46    |  3: 64.84   
[Batch: 0642/0959] mIoU: 59.14  |  FB-IoU: 64.66 |  0: 72.35    |  1: 57.92    |  2: 41.46    |  3: 64.84   
[Batch: 0643/0959] mIoU: 59.17  |  FB-IoU: 64.65 |  0: 72.35    |  1: 57.92    |  2: 41.59    |  3: 64.84   
[Batch: 0644/0959] mIoU: 59.16  |  FB-IoU: 64.64 |  0: 72.35    |  1: 57.92    |  2: 41.59    |  3: 64.80   
[Batch: 0645/0959] mIoU: 59.19  |  FB-IoU: 64.66 |  0: 72.45    |  1: 57.92    |  2: 41.59    |  3: 64.80   
[Batch: 0646/0959] mIoU: 59.17  |  FB-IoU: 64.63 |  0: 72.45    |  1: 57.86    |  2: 41.59    |  3: 64.80   
[Batch: 0647/0959] mIoU: 59.13  |  FB-IoU: 64.62 |  0: 72.45    |  1: 57.86    |  2: 41.43    |  3: 64.80   
[Batch: 0648/0959] mIoU: 59.16  |  FB-IoU: 64.65 |  0: 72.45    |  1: 57.86    |  2: 41.43    |  3: 64.88   
[Batch: 0649/0959] mIoU: 59.08  |  FB-IoU: 64.57 |  0: 72.15    |  1: 57.86    |  2: 41.43    |  3: 64.88   
[Batch: 0650/0959] mIoU: 59.06  |  FB-IoU: 64.56 |  0: 72.15    |  1: 57.78    |  2: 41.43    |  3: 64.88   
[Batch: 0651/0959] mIoU: 59.05  |  FB-IoU: 64.59 |  0: 72.15    |  1: 57.78    |  2: 41.40    |  3: 64.88   
[Batch: 0652/0959] mIoU: 59.12  |  FB-IoU: 64.63 |  0: 72.15    |  1: 57.78    |  2: 41.40    |  3: 65.13   
[Batch: 0653/0959] mIoU: 59.15  |  FB-IoU: 64.67 |  0: 72.30    |  1: 57.78    |  2: 41.40    |  3: 65.13   
[Batch: 0654/0959] mIoU: 59.12  |  FB-IoU: 64.63 |  0: 72.30    |  1: 57.64    |  2: 41.40    |  3: 65.13   
[Batch: 0655/0959] mIoU: 59.10  |  FB-IoU: 64.65 |  0: 72.30    |  1: 57.64    |  2: 41.35    |  3: 65.13   
[Batch: 0656/0959] mIoU: 59.08  |  FB-IoU: 64.64 |  0: 72.30    |  1: 57.64    |  2: 41.35    |  3: 65.03   
[Batch: 0657/0959] mIoU: 58.99  |  FB-IoU: 64.55 |  0: 71.96    |  1: 57.64    |  2: 41.35    |  3: 65.03   
[Batch: 0658/0959] mIoU: 59.03  |  FB-IoU: 64.58 |  0: 71.96    |  1: 57.79    |  2: 41.35    |  3: 65.03   
[Batch: 0659/0959] mIoU: 59.05  |  FB-IoU: 64.62 |  0: 71.96    |  1: 57.79    |  2: 41.42    |  3: 65.03   
[Batch: 0660/0959] mIoU: 59.10  |  FB-IoU: 64.64 |  0: 71.96    |  1: 57.79    |  2: 41.42    |  3: 65.22   
[Batch: 0661/0959] mIoU: 59.10  |  FB-IoU: 64.64 |  0: 71.97    |  1: 57.79    |  2: 41.42    |  3: 65.22   
[Batch: 0662/0959] mIoU: 59.10  |  FB-IoU: 64.62 |  0: 71.97    |  1: 57.80    |  2: 41.42    |  3: 65.22   
[Batch: 0663/0959] mIoU: 59.18  |  FB-IoU: 64.64 |  0: 71.97    |  1: 57.80    |  2: 41.72    |  3: 65.22   
[Batch: 0664/0959] mIoU: 59.22  |  FB-IoU: 64.68 |  0: 71.97    |  1: 57.80    |  2: 41.72    |  3: 65.38   
[Batch: 0665/0959] mIoU: 59.23  |  FB-IoU: 64.69 |  0: 72.01    |  1: 57.80    |  2: 41.72    |  3: 65.38   
[Batch: 0666/0959] mIoU: 59.18  |  FB-IoU: 64.66 |  0: 72.01    |  1: 57.59    |  2: 41.72    |  3: 65.38   
[Batch: 0667/0959] mIoU: 59.26  |  FB-IoU: 64.68 |  0: 72.01    |  1: 57.59    |  2: 42.04    |  3: 65.38   
[Batch: 0668/0959] mIoU: 59.27  |  FB-IoU: 64.72 |  0: 72.01    |  1: 57.59    |  2: 42.04    |  3: 65.42   
[Batch: 0669/0959] mIoU: 59.27  |  FB-IoU: 64.75 |  0: 72.03    |  1: 57.59    |  2: 42.04    |  3: 65.42   
[Batch: 0670/0959] mIoU: 59.32  |  FB-IoU: 64.78 |  0: 72.03    |  1: 57.78    |  2: 42.04    |  3: 65.42   
[Batch: 0671/0959] mIoU: 59.36  |  FB-IoU: 64.81 |  0: 72.03    |  1: 57.78    |  2: 42.19    |  3: 65.42   
[Batch: 0672/0959] mIoU: 59.36  |  FB-IoU: 64.82 |  0: 72.03    |  1: 57.78    |  2: 42.19    |  3: 65.43   
[Batch: 0673/0959] mIoU: 59.39  |  FB-IoU: 64.85 |  0: 72.15    |  1: 57.78    |  2: 42.19    |  3: 65.43   
[Batch: 0674/0959] mIoU: 59.41  |  FB-IoU: 64.87 |  0: 72.15    |  1: 57.85    |  2: 42.19    |  3: 65.43   
[Batch: 0675/0959] mIoU: 59.36  |  FB-IoU: 64.80 |  0: 72.15    |  1: 57.85    |  2: 42.02    |  3: 65.43   
[Batch: 0676/0959] mIoU: 59.42  |  FB-IoU: 64.84 |  0: 72.15    |  1: 57.85    |  2: 42.02    |  3: 65.64   
[Batch: 0677/0959] mIoU: 59.44  |  FB-IoU: 64.87 |  0: 72.24    |  1: 57.85    |  2: 42.02    |  3: 65.64   
[Batch: 0678/0959] mIoU: 59.47  |  FB-IoU: 64.90 |  0: 72.24    |  1: 57.98    |  2: 42.02    |  3: 65.64   
[Batch: 0679/0959] mIoU: 59.47  |  FB-IoU: 64.93 |  0: 72.24    |  1: 57.98    |  2: 42.04    |  3: 65.64   
[Batch: 0680/0959] mIoU: 59.44  |  FB-IoU: 64.92 |  0: 72.24    |  1: 57.98    |  2: 42.04    |  3: 65.49   
[Batch: 0681/0959] mIoU: 59.44  |  FB-IoU: 64.95 |  0: 72.27    |  1: 57.98    |  2: 42.04    |  3: 65.49   
[Batch: 0682/0959] mIoU: 59.37  |  FB-IoU: 64.90 |  0: 72.27    |  1: 57.69    |  2: 42.04    |  3: 65.49   
[Batch: 0683/0959] mIoU: 59.37  |  FB-IoU: 64.91 |  0: 72.27    |  1: 57.69    |  2: 42.04    |  3: 65.49   
[Batch: 0684/0959] mIoU: 59.25  |  FB-IoU: 64.82 |  0: 72.27    |  1: 57.69    |  2: 42.04    |  3: 65.02   
[Batch: 0685/0959] mIoU: 59.28  |  FB-IoU: 64.85 |  0: 72.37    |  1: 57.69    |  2: 42.04    |  3: 65.02   
[Batch: 0686/0959] mIoU: 59.29  |  FB-IoU: 64.87 |  0: 72.37    |  1: 57.73    |  2: 42.04    |  3: 65.02   
[Batch: 0687/0959] mIoU: 59.26  |  FB-IoU: 64.81 |  0: 72.37    |  1: 57.73    |  2: 41.92    |  3: 65.02   
[Batch: 0688/0959] mIoU: 59.30  |  FB-IoU: 64.83 |  0: 72.37    |  1: 57.73    |  2: 41.92    |  3: 65.19   
[Batch: 0689/0959] mIoU: 59.30  |  FB-IoU: 64.83 |  0: 72.35    |  1: 57.73    |  2: 41.92    |  3: 65.19   
[Batch: 0690/0959] mIoU: 59.33  |  FB-IoU: 64.84 |  0: 72.35    |  1: 57.85    |  2: 41.92    |  3: 65.19   
[Batch: 0691/0959] mIoU: 59.34  |  FB-IoU: 64.86 |  0: 72.35    |  1: 57.85    |  2: 41.98    |  3: 65.19   
[Batch: 0692/0959] mIoU: 59.36  |  FB-IoU: 64.88 |  0: 72.35    |  1: 57.85    |  2: 41.98    |  3: 65.26   
[Batch: 0693/0959] mIoU: 59.27  |  FB-IoU: 64.79 |  0: 72.00    |  1: 57.85    |  2: 41.98    |  3: 65.26   
[Batch: 0694/0959] mIoU: 59.27  |  FB-IoU: 64.77 |  0: 72.00    |  1: 57.83    |  2: 41.98    |  3: 65.26   
[Batch: 0695/0959] mIoU: 59.28  |  FB-IoU: 64.79 |  0: 72.00    |  1: 57.83    |  2: 42.02    |  3: 65.26   
[Batch: 0696/0959] mIoU: 59.32  |  FB-IoU: 64.83 |  0: 72.00    |  1: 57.83    |  2: 42.02    |  3: 65.42   
[Batch: 0697/0959] mIoU: 59.32  |  FB-IoU: 64.84 |  0: 72.00    |  1: 57.83    |  2: 42.02    |  3: 65.42   
[Batch: 0698/0959] mIoU: 59.35  |  FB-IoU: 64.84 |  0: 72.00    |  1: 57.97    |  2: 42.02    |  3: 65.42   
[Batch: 0699/0959] mIoU: 59.33  |  FB-IoU: 64.85 |  0: 72.00    |  1: 57.97    |  2: 41.94    |  3: 65.42   
[Batch: 0700/0959] mIoU: 59.33  |  FB-IoU: 64.85 |  0: 72.00    |  1: 57.97    |  2: 41.94    |  3: 65.39   
[Batch: 0701/0959] mIoU: 59.32  |  FB-IoU: 64.85 |  0: 71.98    |  1: 57.97    |  2: 41.94    |  3: 65.39   
[Batch: 0702/0959] mIoU: 59.34  |  FB-IoU: 64.85 |  0: 71.98    |  1: 58.06    |  2: 41.94    |  3: 65.39   
[Batch: 0703/0959] mIoU: 59.31  |  FB-IoU: 64.85 |  0: 71.98    |  1: 58.06    |  2: 41.81    |  3: 65.39   
[Batch: 0704/0959] mIoU: 59.33  |  FB-IoU: 64.88 |  0: 71.98    |  1: 58.06    |  2: 41.81    |  3: 65.46   
[Batch: 0705/0959] mIoU: 59.33  |  FB-IoU: 64.89 |  0: 71.99    |  1: 58.06    |  2: 41.81    |  3: 65.46   
[Batch: 0706/0959] mIoU: 59.37  |  FB-IoU: 64.92 |  0: 71.99    |  1: 58.24    |  2: 41.81    |  3: 65.46   
[Batch: 0707/0959] mIoU: 59.41  |  FB-IoU: 64.92 |  0: 71.99    |  1: 58.24    |  2: 41.94    |  3: 65.46   
[Batch: 0708/0959] mIoU: 59.42  |  FB-IoU: 64.93 |  0: 71.99    |  1: 58.24    |  2: 41.94    |  3: 65.51   
[Batch: 0709/0959] mIoU: 59.31  |  FB-IoU: 64.82 |  0: 71.56    |  1: 58.24    |  2: 41.94    |  3: 65.51   
[Batch: 0710/0959] mIoU: 59.35  |  FB-IoU: 64.85 |  0: 71.56    |  1: 58.38    |  2: 41.94    |  3: 65.51   
[Batch: 0711/0959] mIoU: 59.35  |  FB-IoU: 64.86 |  0: 71.56    |  1: 58.38    |  2: 41.95    |  3: 65.51   
[Batch: 0712/0959] mIoU: 59.40  |  FB-IoU: 64.90 |  0: 71.56    |  1: 58.38    |  2: 41.95    |  3: 65.71   
[Batch: 0713/0959] mIoU: 59.38  |  FB-IoU: 64.88 |  0: 71.48    |  1: 58.38    |  2: 41.95    |  3: 65.71   
[Batch: 0714/0959] mIoU: 59.43  |  FB-IoU: 64.90 |  0: 71.48    |  1: 58.56    |  2: 41.95    |  3: 65.71   
[Batch: 0715/0959] mIoU: 59.48  |  FB-IoU: 64.92 |  0: 71.48    |  1: 58.56    |  2: 42.16    |  3: 65.71   
[Batch: 0716/0959] mIoU: 59.51  |  FB-IoU: 64.95 |  0: 71.48    |  1: 58.56    |  2: 42.16    |  3: 65.85   
[Batch: 0717/0959] mIoU: 59.53  |  FB-IoU: 64.97 |  0: 71.57    |  1: 58.56    |  2: 42.16    |  3: 65.85   
[Batch: 0718/0959] mIoU: 59.54  |  FB-IoU: 64.99 |  0: 71.57    |  1: 58.59    |  2: 42.16    |  3: 65.85   
[Batch: 0719/0959] mIoU: 59.57  |  FB-IoU: 65.02 |  0: 71.57    |  1: 58.59    |  2: 42.27    |  3: 65.85   
[Batch: 0720/0959] mIoU: 59.53  |  FB-IoU: 65.01 |  0: 71.57    |  1: 58.59    |  2: 42.27    |  3: 65.69   
[Batch: 0721/0959] mIoU: 59.52  |  FB-IoU: 65.00 |  0: 71.53    |  1: 58.59    |  2: 42.27    |  3: 65.69   
[Batch: 0722/0959] mIoU: 59.51  |  FB-IoU: 64.99 |  0: 71.53    |  1: 58.57    |  2: 42.27    |  3: 65.69   
[Batch: 0723/0959] mIoU: 59.53  |  FB-IoU: 65.03 |  0: 71.53    |  1: 58.57    |  2: 42.35    |  3: 65.69   
[Batch: 0724/0959] mIoU: 59.52  |  FB-IoU: 65.02 |  0: 71.53    |  1: 58.57    |  2: 42.35    |  3: 65.65   
[Batch: 0725/0959] mIoU: 59.54  |  FB-IoU: 65.04 |  0: 71.61    |  1: 58.57    |  2: 42.35    |  3: 65.65   
[Batch: 0726/0959] mIoU: 59.53  |  FB-IoU: 65.03 |  0: 71.61    |  1: 58.52    |  2: 42.35    |  3: 65.65   
[Batch: 0727/0959] mIoU: 59.58  |  FB-IoU: 65.05 |  0: 71.61    |  1: 58.52    |  2: 42.56    |  3: 65.65   
[Batch: 0728/0959] mIoU: 59.60  |  FB-IoU: 65.06 |  0: 71.61    |  1: 58.52    |  2: 42.56    |  3: 65.73   
[Batch: 0729/0959] mIoU: 59.62  |  FB-IoU: 65.10 |  0: 71.68    |  1: 58.52    |  2: 42.56    |  3: 65.73   
[Batch: 0730/0959] mIoU: 59.55  |  FB-IoU: 65.04 |  0: 71.68    |  1: 58.24    |  2: 42.56    |  3: 65.73   
[Batch: 0731/0959] mIoU: 59.62  |  FB-IoU: 65.02 |  0: 71.68    |  1: 58.24    |  2: 42.82    |  3: 65.73   
[Batch: 0732/0959] mIoU: 59.65  |  FB-IoU: 65.06 |  0: 71.68    |  1: 58.24    |  2: 42.82    |  3: 65.87   
[Batch: 0733/0959] mIoU: 59.68  |  FB-IoU: 65.10 |  0: 71.81    |  1: 58.24    |  2: 42.82    |  3: 65.87   
[Batch: 0734/0959] mIoU: 59.70  |  FB-IoU: 65.10 |  0: 71.81    |  1: 58.29    |  2: 42.82    |  3: 65.87   
[Batch: 0735/0959] mIoU: 59.80  |  FB-IoU: 65.10 |  0: 71.81    |  1: 58.29    |  2: 43.23    |  3: 65.87   
[Batch: 0736/0959] mIoU: 59.70  |  FB-IoU: 65.01 |  0: 71.81    |  1: 58.29    |  2: 43.23    |  3: 65.46   
[Batch: 0737/0959] mIoU: 59.73  |  FB-IoU: 65.05 |  0: 71.93    |  1: 58.29    |  2: 43.23    |  3: 65.46   
[Batch: 0738/0959] mIoU: 59.74  |  FB-IoU: 65.06 |  0: 71.93    |  1: 58.34    |  2: 43.23    |  3: 65.46   
[Batch: 0739/0959] mIoU: 59.75  |  FB-IoU: 65.06 |  0: 71.93    |  1: 58.34    |  2: 43.25    |  3: 65.46   
[Batch: 0740/0959] mIoU: 59.78  |  FB-IoU: 65.10 |  0: 71.93    |  1: 58.34    |  2: 43.25    |  3: 65.59   
[Batch: 0741/0959] mIoU: 59.76  |  FB-IoU: 65.08 |  0: 71.85    |  1: 58.34    |  2: 43.25    |  3: 65.59   
[Batch: 0742/0959] mIoU: 59.80  |  FB-IoU: 65.11 |  0: 71.85    |  1: 58.49    |  2: 43.25    |  3: 65.59   
[Batch: 0743/0959] mIoU: 59.83  |  FB-IoU: 65.14 |  0: 71.85    |  1: 58.49    |  2: 43.38    |  3: 65.59   
[Batch: 0744/0959] mIoU: 59.86  |  FB-IoU: 65.17 |  0: 71.85    |  1: 58.49    |  2: 43.38    |  3: 65.74   
[Batch: 0745/0959] mIoU: 59.82  |  FB-IoU: 65.13 |  0: 71.67    |  1: 58.49    |  2: 43.38    |  3: 65.74   
[Batch: 0746/0959] mIoU: 59.84  |  FB-IoU: 65.12 |  0: 71.67    |  1: 58.55    |  2: 43.38    |  3: 65.74   
[Batch: 0747/0959] mIoU: 59.91  |  FB-IoU: 65.11 |  0: 71.67    |  1: 58.55    |  2: 43.66    |  3: 65.74   
[Batch: 0748/0959] mIoU: 59.84  |  FB-IoU: 65.07 |  0: 71.67    |  1: 58.55    |  2: 43.66    |  3: 65.48   
[Batch: 0749/0959] mIoU: 59.85  |  FB-IoU: 65.08 |  0: 71.72    |  1: 58.55    |  2: 43.66    |  3: 65.48   
[Batch: 0750/0959] mIoU: 59.78  |  FB-IoU: 65.00 |  0: 71.72    |  1: 58.26    |  2: 43.66    |  3: 65.48   
[Batch: 0751/0959] mIoU: 59.75  |  FB-IoU: 64.99 |  0: 71.72    |  1: 58.26    |  2: 43.56    |  3: 65.48   
[Batch: 0752/0959] mIoU: 59.79  |  FB-IoU: 65.03 |  0: 71.72    |  1: 58.26    |  2: 43.56    |  3: 65.64   
[Batch: 0753/0959] mIoU: 59.80  |  FB-IoU: 65.04 |  0: 71.76    |  1: 58.26    |  2: 43.56    |  3: 65.64   
[Batch: 0754/0959] mIoU: 59.81  |  FB-IoU: 65.04 |  0: 71.76    |  1: 58.28    |  2: 43.56    |  3: 65.64   
[Batch: 0755/0959] mIoU: 59.82  |  FB-IoU: 65.07 |  0: 71.76    |  1: 58.28    |  2: 43.58    |  3: 65.64   
[Batch: 0756/0959] mIoU: 59.87  |  FB-IoU: 65.10 |  0: 71.76    |  1: 58.28    |  2: 43.58    |  3: 65.86   
[Batch: 0757/0959] mIoU: 59.83  |  FB-IoU: 65.06 |  0: 71.60    |  1: 58.28    |  2: 43.58    |  3: 65.86   
[Batch: 0758/0959] mIoU: 59.85  |  FB-IoU: 65.09 |  0: 71.60    |  1: 58.35    |  2: 43.58    |  3: 65.86   
[Batch: 0759/0959] mIoU: 59.87  |  FB-IoU: 65.11 |  0: 71.60    |  1: 58.35    |  2: 43.66    |  3: 65.86   
[Batch: 0760/0959] mIoU: 59.87  |  FB-IoU: 65.11 |  0: 71.60    |  1: 58.35    |  2: 43.66    |  3: 65.86   
[Batch: 0761/0959] mIoU: 59.85  |  FB-IoU: 65.10 |  0: 71.54    |  1: 58.35    |  2: 43.66    |  3: 65.86   
[Batch: 0762/0959] mIoU: 59.88  |  FB-IoU: 65.12 |  0: 71.54    |  1: 58.44    |  2: 43.66    |  3: 65.86   
[Batch: 0763/0959] mIoU: 59.84  |  FB-IoU: 65.12 |  0: 71.54    |  1: 58.44    |  2: 43.54    |  3: 65.86   
[Batch: 0764/0959] mIoU: 59.87  |  FB-IoU: 65.15 |  0: 71.54    |  1: 58.44    |  2: 43.54    |  3: 65.97   
[Batch: 0765/0959] mIoU: 59.86  |  FB-IoU: 65.14 |  0: 71.49    |  1: 58.44    |  2: 43.54    |  3: 65.97   
[Batch: 0766/0959] mIoU: 59.79  |  FB-IoU: 65.06 |  0: 71.49    |  1: 58.16    |  2: 43.54    |  3: 65.97   
[Batch: 0767/0959] mIoU: 59.70  |  FB-IoU: 64.97 |  0: 71.49    |  1: 58.16    |  2: 43.20    |  3: 65.97   
[Batch: 0768/0959] mIoU: 59.70  |  FB-IoU: 64.96 |  0: 71.49    |  1: 58.16    |  2: 43.20    |  3: 65.95   
[Batch: 0769/0959] mIoU: 59.69  |  FB-IoU: 64.95 |  0: 71.46    |  1: 58.16    |  2: 43.20    |  3: 65.95   
[Batch: 0770/0959] mIoU: 59.73  |  FB-IoU: 64.98 |  0: 71.46    |  1: 58.29    |  2: 43.20    |  3: 65.95   
[Batch: 0771/0959] mIoU: 59.72  |  FB-IoU: 64.96 |  0: 71.46    |  1: 58.29    |  2: 43.16    |  3: 65.95   
[Batch: 0772/0959] mIoU: 59.66  |  FB-IoU: 64.93 |  0: 71.46    |  1: 58.29    |  2: 43.16    |  3: 65.75   
[Batch: 0773/0959] mIoU: 59.64  |  FB-IoU: 64.91 |  0: 71.38    |  1: 58.29    |  2: 43.16    |  3: 65.75   
[Batch: 0774/0959] mIoU: 59.63  |  FB-IoU: 64.90 |  0: 71.38    |  1: 58.23    |  2: 43.16    |  3: 65.75   
[Batch: 0775/0959] mIoU: 59.63  |  FB-IoU: 64.93 |  0: 71.38    |  1: 58.23    |  2: 43.16    |  3: 65.75   
[Batch: 0776/0959] mIoU: 59.67  |  FB-IoU: 64.96 |  0: 71.38    |  1: 58.23    |  2: 43.16    |  3: 65.93   
[Batch: 0777/0959] mIoU: 59.66  |  FB-IoU: 64.94 |  0: 71.33    |  1: 58.23    |  2: 43.16    |  3: 65.93   
[Batch: 0778/0959] mIoU: 59.64  |  FB-IoU: 64.94 |  0: 71.33    |  1: 58.15    |  2: 43.16    |  3: 65.93   
[Batch: 0779/0959] mIoU: 59.58  |  FB-IoU: 64.86 |  0: 71.33    |  1: 58.15    |  2: 42.91    |  3: 65.93   
[Batch: 0780/0959] mIoU: 59.63  |  FB-IoU: 64.90 |  0: 71.33    |  1: 58.15    |  2: 42.91    |  3: 66.11   
[Batch: 0781/0959] mIoU: 59.66  |  FB-IoU: 64.93 |  0: 71.45    |  1: 58.15    |  2: 42.91    |  3: 66.11   
[Batch: 0782/0959] mIoU: 59.64  |  FB-IoU: 64.93 |  0: 71.45    |  1: 58.08    |  2: 42.91    |  3: 66.11   
[Batch: 0783/0959] mIoU: 59.67  |  FB-IoU: 64.94 |  0: 71.45    |  1: 58.08    |  2: 43.02    |  3: 66.11   
[Batch: 0784/0959] mIoU: 59.67  |  FB-IoU: 64.95 |  0: 71.45    |  1: 58.08    |  2: 43.02    |  3: 66.12   
[Batch: 0785/0959] mIoU: 59.68  |  FB-IoU: 64.97 |  0: 71.50    |  1: 58.08    |  2: 43.02    |  3: 66.12   
[Batch: 0786/0959] mIoU: 59.72  |  FB-IoU: 64.99 |  0: 71.50    |  1: 58.23    |  2: 43.02    |  3: 66.12   
[Batch: 0787/0959] mIoU: 59.73  |  FB-IoU: 64.98 |  0: 71.50    |  1: 58.23    |  2: 43.05    |  3: 66.12   
[Batch: 0788/0959] mIoU: 59.63  |  FB-IoU: 64.91 |  0: 71.50    |  1: 58.23    |  2: 43.05    |  3: 65.73   
[Batch: 0789/0959] mIoU: 59.61  |  FB-IoU: 64.89 |  0: 71.44    |  1: 58.23    |  2: 43.05    |  3: 65.73   
[Batch: 0790/0959] mIoU: 59.58  |  FB-IoU: 64.87 |  0: 71.44    |  1: 58.11    |  2: 43.05    |  3: 65.73   
[Batch: 0791/0959] mIoU: 59.59  |  FB-IoU: 64.90 |  0: 71.44    |  1: 58.11    |  2: 43.08    |  3: 65.73   
[Batch: 0792/0959] mIoU: 59.59  |  FB-IoU: 64.89 |  0: 71.44    |  1: 58.11    |  2: 43.08    |  3: 65.74   
[Batch: 0793/0959] mIoU: 59.57  |  FB-IoU: 64.87 |  0: 71.36    |  1: 58.11    |  2: 43.08    |  3: 65.74   
[Batch: 0794/0959] mIoU: 59.57  |  FB-IoU: 64.86 |  0: 71.36    |  1: 58.11    |  2: 43.08    |  3: 65.74   
[Batch: 0795/0959] mIoU: 59.61  |  FB-IoU: 64.85 |  0: 71.36    |  1: 58.11    |  2: 43.24    |  3: 65.74   
[Batch: 0796/0959] mIoU: 59.65  |  FB-IoU: 64.88 |  0: 71.36    |  1: 58.11    |  2: 43.24    |  3: 65.91   
[Batch: 0797/0959] mIoU: 59.67  |  FB-IoU: 64.90 |  0: 71.44    |  1: 58.11    |  2: 43.24    |  3: 65.91   
[Batch: 0798/0959] mIoU: 59.64  |  FB-IoU: 64.87 |  0: 71.44    |  1: 57.98    |  2: 43.24    |  3: 65.91   
[Batch: 0799/0959] mIoU: 59.62  |  FB-IoU: 64.84 |  0: 71.44    |  1: 57.98    |  2: 43.17    |  3: 65.91   
[Batch: 0800/0959] mIoU: 59.64  |  FB-IoU: 64.87 |  0: 71.44    |  1: 57.98    |  2: 43.17    |  3: 66.00   
[Batch: 0801/0959] mIoU: 59.66  |  FB-IoU: 64.89 |  0: 71.51    |  1: 57.98    |  2: 43.17    |  3: 66.00   
[Batch: 0802/0959] mIoU: 59.62  |  FB-IoU: 64.85 |  0: 71.51    |  1: 57.82    |  2: 43.17    |  3: 66.00   
[Batch: 0803/0959] mIoU: 59.66  |  FB-IoU: 64.88 |  0: 71.51    |  1: 57.82    |  2: 43.32    |  3: 66.00   
[Batch: 0804/0959] mIoU: 59.68  |  FB-IoU: 64.89 |  0: 71.51    |  1: 57.82    |  2: 43.32    |  3: 66.07   
[Batch: 0805/0959] mIoU: 59.69  |  FB-IoU: 64.91 |  0: 71.55    |  1: 57.82    |  2: 43.32    |  3: 66.07   
[Batch: 0806/0959] mIoU: 59.65  |  FB-IoU: 64.89 |  0: 71.55    |  1: 57.65    |  2: 43.32    |  3: 66.07   
[Batch: 0807/0959] mIoU: 59.72  |  FB-IoU: 64.89 |  0: 71.55    |  1: 57.65    |  2: 43.59    |  3: 66.07   
[Batch: 0808/0959] mIoU: 59.76  |  FB-IoU: 64.92 |  0: 71.55    |  1: 57.65    |  2: 43.59    |  3: 66.24   
[Batch: 0809/0959] mIoU: 59.78  |  FB-IoU: 64.95 |  0: 71.65    |  1: 57.65    |  2: 43.59    |  3: 66.24   
[Batch: 0810/0959] mIoU: 59.77  |  FB-IoU: 64.93 |  0: 71.65    |  1: 57.61    |  2: 43.59    |  3: 66.24   
[Batch: 0811/0959] mIoU: 59.81  |  FB-IoU: 64.95 |  0: 71.65    |  1: 57.61    |  2: 43.74    |  3: 66.24   
[Batch: 0812/0959] mIoU: 59.84  |  FB-IoU: 64.98 |  0: 71.65    |  1: 57.61    |  2: 43.74    |  3: 66.38   
[Batch: 0813/0959] mIoU: 59.85  |  FB-IoU: 64.99 |  0: 71.67    |  1: 57.61    |  2: 43.74    |  3: 66.38   
[Batch: 0814/0959] mIoU: 59.85  |  FB-IoU: 64.97 |  0: 71.67    |  1: 57.60    |  2: 43.74    |  3: 66.38   
[Batch: 0815/0959] mIoU: 59.93  |  FB-IoU: 64.99 |  0: 71.67    |  1: 57.60    |  2: 44.08    |  3: 66.38   
[Batch: 0816/0959] mIoU: 59.97  |  FB-IoU: 65.03 |  0: 71.67    |  1: 57.60    |  2: 44.08    |  3: 66.54   
[Batch: 0817/0959] mIoU: 59.99  |  FB-IoU: 65.05 |  0: 71.74    |  1: 57.60    |  2: 44.08    |  3: 66.54   
[Batch: 0818/0959] mIoU: 59.89  |  FB-IoU: 64.94 |  0: 71.74    |  1: 57.18    |  2: 44.08    |  3: 66.54   
[Batch: 0819/0959] mIoU: 59.82  |  FB-IoU: 64.90 |  0: 71.74    |  1: 57.18    |  2: 43.83    |  3: 66.54   
[Batch: 0820/0959] mIoU: 59.74  |  FB-IoU: 64.84 |  0: 71.74    |  1: 57.18    |  2: 43.83    |  3: 66.20   
[Batch: 0821/0959] mIoU: 59.73  |  FB-IoU: 64.84 |  0: 71.69    |  1: 57.18    |  2: 43.83    |  3: 66.20   
[Batch: 0822/0959] mIoU: 59.65  |  FB-IoU: 64.76 |  0: 71.69    |  1: 56.86    |  2: 43.83    |  3: 66.20   
[Batch: 0823/0959] mIoU: 59.70  |  FB-IoU: 64.78 |  0: 71.69    |  1: 56.86    |  2: 44.04    |  3: 66.20   
[Batch: 0824/0959] mIoU: 59.71  |  FB-IoU: 64.78 |  0: 71.69    |  1: 56.86    |  2: 44.04    |  3: 66.26   
[Batch: 0825/0959] mIoU: 59.73  |  FB-IoU: 64.80 |  0: 71.75    |  1: 56.86    |  2: 44.04    |  3: 66.26   
[Batch: 0826/0959] mIoU: 59.69  |  FB-IoU: 64.77 |  0: 71.75    |  1: 56.70    |  2: 44.04    |  3: 66.26   
[Batch: 0827/0959] mIoU: 59.64  |  FB-IoU: 64.70 |  0: 71.75    |  1: 56.70    |  2: 43.86    |  3: 66.26   
[Batch: 0828/0959] mIoU: 59.54  |  FB-IoU: 64.62 |  0: 71.75    |  1: 56.70    |  2: 43.86    |  3: 65.85   
[Batch: 0829/0959] mIoU: 59.57  |  FB-IoU: 64.65 |  0: 71.86    |  1: 56.70    |  2: 43.86    |  3: 65.85   
[Batch: 0830/0959] mIoU: 59.62  |  FB-IoU: 64.67 |  0: 71.86    |  1: 56.88    |  2: 43.86    |  3: 65.85   
[Batch: 0831/0959] mIoU: 59.62  |  FB-IoU: 64.69 |  0: 71.86    |  1: 56.88    |  2: 43.89    |  3: 65.85   
[Batch: 0832/0959] mIoU: 59.56  |  FB-IoU: 64.65 |  0: 71.86    |  1: 56.88    |  2: 43.89    |  3: 65.62   
[Batch: 0833/0959] mIoU: 59.59  |  FB-IoU: 64.68 |  0: 71.98    |  1: 56.88    |  2: 43.89    |  3: 65.62   
[Batch: 0834/0959] mIoU: 59.52  |  FB-IoU: 64.62 |  0: 71.98    |  1: 56.61    |  2: 43.89    |  3: 65.62   
[Batch: 0835/0959] mIoU: 59.48  |  FB-IoU: 64.61 |  0: 71.98    |  1: 56.61    |  2: 43.72    |  3: 65.62   
[Batch: 0836/0959] mIoU: 59.50  |  FB-IoU: 64.62 |  0: 71.98    |  1: 56.61    |  2: 43.72    |  3: 65.70   
[Batch: 0837/0959] mIoU: 59.51  |  FB-IoU: 64.62 |  0: 71.99    |  1: 56.61    |  2: 43.72    |  3: 65.70   
[Batch: 0838/0959] mIoU: 59.51  |  FB-IoU: 64.65 |  0: 71.99    |  1: 56.61    |  2: 43.72    |  3: 65.70   
[Batch: 0839/0959] mIoU: 59.51  |  FB-IoU: 64.67 |  0: 71.99    |  1: 56.61    |  2: 43.76    |  3: 65.70   
[Batch: 0840/0959] mIoU: 59.54  |  FB-IoU: 64.67 |  0: 71.99    |  1: 56.61    |  2: 43.76    |  3: 65.78   
[Batch: 0841/0959] mIoU: 59.55  |  FB-IoU: 64.70 |  0: 72.05    |  1: 56.61    |  2: 43.76    |  3: 65.78   
[Batch: 0842/0959] mIoU: 59.52  |  FB-IoU: 64.66 |  0: 72.05    |  1: 56.50    |  2: 43.76    |  3: 65.78   
[Batch: 0843/0959] mIoU: 59.56  |  FB-IoU: 64.66 |  0: 72.05    |  1: 56.50    |  2: 43.92    |  3: 65.78   
[Batch: 0844/0959] mIoU: 59.61  |  FB-IoU: 64.70 |  0: 72.05    |  1: 56.50    |  2: 43.92    |  3: 65.96   
[Batch: 0845/0959] mIoU: 59.61  |  FB-IoU: 64.70 |  0: 72.05    |  1: 56.50    |  2: 43.92    |  3: 65.96   
[Batch: 0846/0959] mIoU: 59.65  |  FB-IoU: 64.72 |  0: 72.05    |  1: 56.65    |  2: 43.92    |  3: 65.96   
[Batch: 0847/0959] mIoU: 59.66  |  FB-IoU: 64.74 |  0: 72.05    |  1: 56.65    |  2: 44.00    |  3: 65.96   
[Batch: 0848/0959] mIoU: 59.69  |  FB-IoU: 64.77 |  0: 72.05    |  1: 56.65    |  2: 44.00    |  3: 66.05   
[Batch: 0849/0959] mIoU: 59.67  |  FB-IoU: 64.76 |  0: 71.98    |  1: 56.65    |  2: 44.00    |  3: 66.05   
[Batch: 0850/0959] mIoU: 59.67  |  FB-IoU: 64.75 |  0: 71.98    |  1: 56.65    |  2: 44.00    |  3: 66.05   
[Batch: 0851/0959] mIoU: 59.70  |  FB-IoU: 64.78 |  0: 71.98    |  1: 56.65    |  2: 44.12    |  3: 66.05   
[Batch: 0852/0959] mIoU: 59.72  |  FB-IoU: 64.80 |  0: 71.98    |  1: 56.65    |  2: 44.12    |  3: 66.11   
[Batch: 0853/0959] mIoU: 59.72  |  FB-IoU: 64.80 |  0: 71.99    |  1: 56.65    |  2: 44.12    |  3: 66.11   
[Batch: 0854/0959] mIoU: 59.71  |  FB-IoU: 64.81 |  0: 71.99    |  1: 56.63    |  2: 44.12    |  3: 66.11   
[Batch: 0855/0959] mIoU: 59.76  |  FB-IoU: 64.84 |  0: 71.99    |  1: 56.63    |  2: 44.32    |  3: 66.11   
[Batch: 0856/0959] mIoU: 59.74  |  FB-IoU: 64.83 |  0: 71.99    |  1: 56.63    |  2: 44.32    |  3: 66.02   
[Batch: 0857/0959] mIoU: 59.74  |  FB-IoU: 64.83 |  0: 72.00    |  1: 56.63    |  2: 44.32    |  3: 66.02   
[Batch: 0858/0959] mIoU: 59.77  |  FB-IoU: 64.85 |  0: 72.00    |  1: 56.73    |  2: 44.32    |  3: 66.02   
[Batch: 0859/0959] mIoU: 59.78  |  FB-IoU: 64.88 |  0: 72.00    |  1: 56.73    |  2: 44.35    |  3: 66.02   
[Batch: 0860/0959] mIoU: 59.69  |  FB-IoU: 64.81 |  0: 72.00    |  1: 56.73    |  2: 44.35    |  3: 65.68   
[Batch: 0861/0959] mIoU: 59.63  |  FB-IoU: 64.74 |  0: 71.74    |  1: 56.73    |  2: 44.35    |  3: 65.68   
[Batch: 0862/0959] mIoU: 59.65  |  FB-IoU: 64.77 |  0: 71.74    |  1: 56.84    |  2: 44.35    |  3: 65.68   
[Batch: 0863/0959] mIoU: 59.66  |  FB-IoU: 64.78 |  0: 71.74    |  1: 56.84    |  2: 44.37    |  3: 65.68   
[Batch: 0864/0959] mIoU: 59.69  |  FB-IoU: 64.81 |  0: 71.74    |  1: 56.84    |  2: 44.37    |  3: 65.79   
[Batch: 0865/0959] mIoU: 59.70  |  FB-IoU: 64.83 |  0: 71.80    |  1: 56.84    |  2: 44.37    |  3: 65.79   
[Batch: 0866/0959] mIoU: 59.70  |  FB-IoU: 64.82 |  0: 71.80    |  1: 56.83    |  2: 44.37    |  3: 65.79   
[Batch: 0867/0959] mIoU: 59.62  |  FB-IoU: 64.74 |  0: 71.80    |  1: 56.83    |  2: 44.04    |  3: 65.79   
[Batch: 0868/0959] mIoU: 59.64  |  FB-IoU: 64.76 |  0: 71.80    |  1: 56.83    |  2: 44.04    |  3: 65.90   
[Batch: 0869/0959] mIoU: 59.67  |  FB-IoU: 64.78 |  0: 71.89    |  1: 56.83    |  2: 44.04    |  3: 65.90   
[Batch: 0870/0959] mIoU: 59.70  |  FB-IoU: 64.81 |  0: 71.89    |  1: 56.99    |  2: 44.04    |  3: 65.90   
[Batch: 0871/0959] mIoU: 59.73  |  FB-IoU: 64.83 |  0: 71.89    |  1: 56.99    |  2: 44.13    |  3: 65.90   
[Batch: 0872/0959] mIoU: 59.77  |  FB-IoU: 64.87 |  0: 71.89    |  1: 56.99    |  2: 44.13    |  3: 66.08   
[Batch: 0873/0959] mIoU: 59.70  |  FB-IoU: 64.79 |  0: 71.60    |  1: 56.99    |  2: 44.13    |  3: 66.08   
[Batch: 0874/0959] mIoU: 59.74  |  FB-IoU: 64.82 |  0: 71.60    |  1: 57.13    |  2: 44.13    |  3: 66.08   
[Batch: 0875/0959] mIoU: 59.69  |  FB-IoU: 64.80 |  0: 71.60    |  1: 57.13    |  2: 43.97    |  3: 66.08   
[Batch: 0876/0959] mIoU: 59.73  |  FB-IoU: 64.83 |  0: 71.60    |  1: 57.13    |  2: 43.97    |  3: 66.22   
[Batch: 0877/0959] mIoU: 59.68  |  FB-IoU: 64.78 |  0: 71.42    |  1: 57.13    |  2: 43.97    |  3: 66.22   
[Batch: 0878/0959] mIoU: 59.68  |  FB-IoU: 64.77 |  0: 71.42    |  1: 57.11    |  2: 43.97    |  3: 66.22   
[Batch: 0879/0959] mIoU: 59.68  |  FB-IoU: 64.80 |  0: 71.42    |  1: 57.11    |  2: 43.96    |  3: 66.22   
[Batch: 0880/0959] mIoU: 59.68  |  FB-IoU: 64.80 |  0: 71.42    |  1: 57.11    |  2: 43.96    |  3: 66.23   
[Batch: 0881/0959] mIoU: 59.69  |  FB-IoU: 64.82 |  0: 71.49    |  1: 57.11    |  2: 43.96    |  3: 66.23   
[Batch: 0882/0959] mIoU: 59.65  |  FB-IoU: 64.76 |  0: 71.49    |  1: 56.92    |  2: 43.96    |  3: 66.23   
[Batch: 0883/0959] mIoU: 59.66  |  FB-IoU: 64.77 |  0: 71.49    |  1: 56.92    |  2: 44.02    |  3: 66.23   
[Batch: 0884/0959] mIoU: 59.68  |  FB-IoU: 64.79 |  0: 71.49    |  1: 56.92    |  2: 44.02    |  3: 66.28   
[Batch: 0885/0959] mIoU: 59.68  |  FB-IoU: 64.80 |  0: 71.50    |  1: 56.92    |  2: 44.02    |  3: 66.28   
[Batch: 0886/0959] mIoU: 59.64  |  FB-IoU: 64.77 |  0: 71.50    |  1: 56.74    |  2: 44.02    |  3: 66.28   
[Batch: 0887/0959] mIoU: 59.71  |  FB-IoU: 64.77 |  0: 71.50    |  1: 56.74    |  2: 44.31    |  3: 66.28   
[Batch: 0888/0959] mIoU: 59.65  |  FB-IoU: 64.72 |  0: 71.50    |  1: 56.74    |  2: 44.31    |  3: 66.03   
[Batch: 0889/0959] mIoU: 59.65  |  FB-IoU: 64.73 |  0: 71.54    |  1: 56.74    |  2: 44.31    |  3: 66.03   
[Batch: 0890/0959] mIoU: 59.66  |  FB-IoU: 64.72 |  0: 71.54    |  1: 56.76    |  2: 44.31    |  3: 66.03   
[Batch: 0891/0959] mIoU: 59.67  |  FB-IoU: 64.73 |  0: 71.54    |  1: 56.76    |  2: 44.37    |  3: 66.03   
[Batch: 0892/0959] mIoU: 59.70  |  FB-IoU: 64.76 |  0: 71.54    |  1: 56.76    |  2: 44.37    |  3: 66.13   
[Batch: 0893/0959] mIoU: 59.67  |  FB-IoU: 64.74 |  0: 71.42    |  1: 56.76    |  2: 44.37    |  3: 66.13   
[Batch: 0894/0959] mIoU: 59.66  |  FB-IoU: 64.73 |  0: 71.42    |  1: 56.74    |  2: 44.37    |  3: 66.13   
[Batch: 0895/0959] mIoU: 59.68  |  FB-IoU: 64.74 |  0: 71.42    |  1: 56.74    |  2: 44.44    |  3: 66.13   
[Batch: 0896/0959] mIoU: 59.70  |  FB-IoU: 64.76 |  0: 71.42    |  1: 56.74    |  2: 44.44    |  3: 66.22   
[Batch: 0897/0959] mIoU: 59.72  |  FB-IoU: 64.77 |  0: 71.46    |  1: 56.74    |  2: 44.44    |  3: 66.22   
[Batch: 0898/0959] mIoU: 59.73  |  FB-IoU: 64.78 |  0: 71.46    |  1: 56.80    |  2: 44.44    |  3: 66.22   
[Batch: 0899/0959] mIoU: 59.70  |  FB-IoU: 64.72 |  0: 71.46    |  1: 56.80    |  2: 44.32    |  3: 66.22   
[Batch: 0900/0959] mIoU: 59.65  |  FB-IoU: 64.68 |  0: 71.46    |  1: 56.80    |  2: 44.32    |  3: 66.03   
[Batch: 0901/0959] mIoU: 59.64  |  FB-IoU: 64.67 |  0: 71.41    |  1: 56.80    |  2: 44.32    |  3: 66.03   
[Batch: 0902/0959] mIoU: 59.63  |  FB-IoU: 64.65 |  0: 71.41    |  1: 56.77    |  2: 44.32    |  3: 66.03   
[Batch: 0903/0959] mIoU: 59.66  |  FB-IoU: 64.67 |  0: 71.41    |  1: 56.77    |  2: 44.41    |  3: 66.03   
[Batch: 0904/0959] mIoU: 59.67  |  FB-IoU: 64.67 |  0: 71.41    |  1: 56.77    |  2: 44.41    |  3: 66.09   
[Batch: 0905/0959] mIoU: 59.69  |  FB-IoU: 64.69 |  0: 71.50    |  1: 56.77    |  2: 44.41    |  3: 66.09   
[Batch: 0906/0959] mIoU: 59.73  |  FB-IoU: 64.71 |  0: 71.50    |  1: 56.90    |  2: 44.41    |  3: 66.09   
[Batch: 0907/0959] mIoU: 59.73  |  FB-IoU: 64.73 |  0: 71.50    |  1: 56.90    |  2: 44.44    |  3: 66.09   
[Batch: 0908/0959] mIoU: 59.76  |  FB-IoU: 64.75 |  0: 71.50    |  1: 56.90    |  2: 44.44    |  3: 66.18   
[Batch: 0909/0959] mIoU: 59.77  |  FB-IoU: 64.77 |  0: 71.54    |  1: 56.90    |  2: 44.44    |  3: 66.18   
[Batch: 0910/0959] mIoU: 59.76  |  FB-IoU: 64.76 |  0: 71.54    |  1: 56.86    |  2: 44.44    |  3: 66.18   
[Batch: 0911/0959] mIoU: 59.72  |  FB-IoU: 64.73 |  0: 71.54    |  1: 56.86    |  2: 44.29    |  3: 66.18   
[Batch: 0912/0959] mIoU: 59.71  |  FB-IoU: 64.73 |  0: 71.54    |  1: 56.86    |  2: 44.29    |  3: 66.14   
[Batch: 0913/0959] mIoU: 59.71  |  FB-IoU: 64.73 |  0: 71.56    |  1: 56.86    |  2: 44.29    |  3: 66.14   
[Batch: 0914/0959] mIoU: 59.70  |  FB-IoU: 64.72 |  0: 71.56    |  1: 56.79    |  2: 44.29    |  3: 66.14   
[Batch: 0915/0959] mIoU: 59.62  |  FB-IoU: 64.65 |  0: 71.56    |  1: 56.79    |  2: 44.00    |  3: 66.14   
[Batch: 0916/0959] mIoU: 59.58  |  FB-IoU: 64.62 |  0: 71.56    |  1: 56.79    |  2: 44.00    |  3: 65.97   
[Batch: 0917/0959] mIoU: 59.60  |  FB-IoU: 64.64 |  0: 71.63    |  1: 56.79    |  2: 44.00    |  3: 65.97   
[Batch: 0918/0959] mIoU: 59.63  |  FB-IoU: 64.66 |  0: 71.63    |  1: 56.90    |  2: 44.00    |  3: 65.97   
[Batch: 0919/0959] mIoU: 59.63  |  FB-IoU: 64.69 |  0: 71.63    |  1: 56.90    |  2: 44.00    |  3: 65.97   
[Batch: 0920/0959] mIoU: 59.55  |  FB-IoU: 64.63 |  0: 71.63    |  1: 56.90    |  2: 44.00    |  3: 65.67   
[Batch: 0921/0959] mIoU: 59.57  |  FB-IoU: 64.65 |  0: 71.71    |  1: 56.90    |  2: 44.00    |  3: 65.67   
[Batch: 0922/0959] mIoU: 59.57  |  FB-IoU: 64.66 |  0: 71.71    |  1: 56.88    |  2: 44.00    |  3: 65.67   
[Batch: 0923/0959] mIoU: 59.55  |  FB-IoU: 64.68 |  0: 71.71    |  1: 56.88    |  2: 43.95    |  3: 65.67   
[Batch: 0924/0959] mIoU: 59.57  |  FB-IoU: 64.70 |  0: 71.71    |  1: 56.88    |  2: 43.95    |  3: 65.73   
[Batch: 0925/0959] mIoU: 59.58  |  FB-IoU: 64.71 |  0: 71.76    |  1: 56.88    |  2: 43.95    |  3: 65.73   
[Batch: 0926/0959] mIoU: 59.60  |  FB-IoU: 64.73 |  0: 71.76    |  1: 56.95    |  2: 43.95    |  3: 65.73   
[Batch: 0927/0959] mIoU: 59.61  |  FB-IoU: 64.75 |  0: 71.76    |  1: 56.95    |  2: 43.98    |  3: 65.73   
[Batch: 0928/0959] mIoU: 59.60  |  FB-IoU: 64.73 |  0: 71.76    |  1: 56.95    |  2: 43.98    |  3: 65.69   
[Batch: 0929/0959] mIoU: 59.61  |  FB-IoU: 64.75 |  0: 71.81    |  1: 56.95    |  2: 43.98    |  3: 65.69   
[Batch: 0930/0959] mIoU: 59.64  |  FB-IoU: 64.78 |  0: 71.81    |  1: 57.10    |  2: 43.98    |  3: 65.69   
[Batch: 0931/0959] mIoU: 59.67  |  FB-IoU: 64.81 |  0: 71.81    |  1: 57.10    |  2: 44.10    |  3: 65.69   
[Batch: 0932/0959] mIoU: 59.66  |  FB-IoU: 64.80 |  0: 71.81    |  1: 57.10    |  2: 44.10    |  3: 65.63   
[Batch: 0933/0959] mIoU: 59.67  |  FB-IoU: 64.82 |  0: 71.86    |  1: 57.10    |  2: 44.10    |  3: 65.63   
[Batch: 0934/0959] mIoU: 59.67  |  FB-IoU: 64.81 |  0: 71.86    |  1: 57.08    |  2: 44.10    |  3: 65.63   
[Batch: 0935/0959] mIoU: 59.67  |  FB-IoU: 64.82 |  0: 71.86    |  1: 57.08    |  2: 44.12    |  3: 65.63   
[Batch: 0936/0959] mIoU: 59.70  |  FB-IoU: 64.84 |  0: 71.86    |  1: 57.08    |  2: 44.12    |  3: 65.74   
[Batch: 0937/0959] mIoU: 59.67  |  FB-IoU: 64.82 |  0: 71.73    |  1: 57.08    |  2: 44.12    |  3: 65.74   
[Batch: 0938/0959] mIoU: 59.68  |  FB-IoU: 64.83 |  0: 71.73    |  1: 57.14    |  2: 44.12    |  3: 65.74   
[Batch: 0939/0959] mIoU: 59.70  |  FB-IoU: 64.85 |  0: 71.73    |  1: 57.14    |  2: 44.21    |  3: 65.74   
[Batch: 0940/0959] mIoU: 59.73  |  FB-IoU: 64.88 |  0: 71.73    |  1: 57.14    |  2: 44.21    |  3: 65.84   
[Batch: 0941/0959] mIoU: 59.70  |  FB-IoU: 64.84 |  0: 71.60    |  1: 57.14    |  2: 44.21    |  3: 65.84   
[Batch: 0942/0959] mIoU: 59.71  |  FB-IoU: 64.84 |  0: 71.60    |  1: 57.18    |  2: 44.21    |  3: 65.84   
[Batch: 0943/0959] mIoU: 59.66  |  FB-IoU: 64.79 |  0: 71.60    |  1: 57.18    |  2: 44.01    |  3: 65.84   
[Batch: 0944/0959] mIoU: 59.59  |  FB-IoU: 64.74 |  0: 71.60    |  1: 57.18    |  2: 44.01    |  3: 65.58   
[Batch: 0945/0959] mIoU: 59.59  |  FB-IoU: 64.74 |  0: 71.59    |  1: 57.18    |  2: 44.01    |  3: 65.58   
[Batch: 0946/0959] mIoU: 59.61  |  FB-IoU: 64.75 |  0: 71.59    |  1: 57.23    |  2: 44.01    |  3: 65.58   
[Batch: 0947/0959] mIoU: 59.58  |  FB-IoU: 64.74 |  0: 71.59    |  1: 57.23    |  2: 43.90    |  3: 65.58   
[Batch: 0948/0959] mIoU: 59.59  |  FB-IoU: 64.75 |  0: 71.59    |  1: 57.23    |  2: 43.90    |  3: 65.62   
[Batch: 0949/0959] mIoU: 59.56  |  FB-IoU: 64.73 |  0: 71.49    |  1: 57.23    |  2: 43.90    |  3: 65.62   
[Batch: 0950/0959] mIoU: 59.54  |  FB-IoU: 64.71 |  0: 71.49    |  1: 57.15    |  2: 43.90    |  3: 65.62   
[Batch: 0951/0959] mIoU: 59.53  |  FB-IoU: 64.72 |  0: 71.49    |  1: 57.15    |  2: 43.86    |  3: 65.62   
[Batch: 0952/0959] mIoU: 59.55  |  FB-IoU: 64.75 |  0: 71.49    |  1: 57.15    |  2: 43.86    |  3: 65.71   
[Batch: 0953/0959] mIoU: 59.54  |  FB-IoU: 64.74 |  0: 71.43    |  1: 57.15    |  2: 43.86    |  3: 65.71   
[Batch: 0954/0959] mIoU: 59.56  |  FB-IoU: 64.75 |  0: 71.43    |  1: 57.23    |  2: 43.86    |  3: 65.71   
[Batch: 0955/0959] mIoU: 59.57  |  FB-IoU: 64.77 |  0: 71.43    |  1: 57.23    |  2: 43.90    |  3: 65.71   
[Batch: 0956/0959] mIoU: 59.59  |  FB-IoU: 64.80 |  0: 71.43    |  1: 57.23    |  2: 43.90    |  3: 65.79   
[Batch: 0957/0959] mIoU: 59.60  |  FB-IoU: 64.81 |  0: 71.49    |  1: 57.23    |  2: 43.90    |  3: 65.79   
[Batch: 0958/0959] mIoU: 59.60  |  FB-IoU: 64.81 |  0: 71.49    |  1: 57.21    |  2: 43.90    |  3: 65.79   
[Batch: 0959/0959] mIoU: 59.60  |  FB-IoU: 64.83 |  0: 71.49    |  1: 57.21    |  2: 43.90    |  3: 65.79   

*** Test [@Epoch 00] Avg L: 0.00000  mIoU: 59.60   FB-IoU: 64.83    |  0: 71.49    |  1: 57.21    |  2: 43.90    |  3: 65.79   ***

Fold 1 mIoU: 59.60 	 FB-IoU: 64.83
==================== Finished Testing ====================
