
:=========== Few-shot Seg. with Matcher ===========
|             datapath: datasets                
|            benchmark: isic                    
|                  bsz: 1                       
|              nworker: 0                       
|                 fold: 0                       
|                nshot: 1                       
|             img_size: 1024                    
| use_original_imgsize: False                   
|             log_root: output/isic/fold0       
|            visualize: 0                       
|          dinov2_size: vit_large               
|             sam_size: vit_h                   
|       dinov2_weights: models/dinov2_vitl14_pretrain.pth
|          sam_weights: models/sam_vit_h_4b8939.pth
|     use_semantic_sam: False                   
| semantic_sam_weights: models/swint_only_sam_many2many.pth
|      points_per_side: 64                      
|      pred_iou_thresh: 0.88                    
| sel_stability_score_thresh: 0.0                     
| stability_score_thresh: 0.95                    
|           iou_filter: 0.0                     
|       box_nms_thresh: 1.0                     
|         output_layer: 3                       
| dense_multimask_output: 0                       
|       use_dense_mask: 0                       
|     multimask_output: 0                       
|          num_centers: 8                       
|              use_box: False                   
| use_points_or_centers: False                   
|         sample_range: (4, 6)                  
| max_sample_iterations: 30                      
|                alpha: 0.8                     
|                 beta: 0.2                     
|                  exp: 1.0                     
|           emd_filter: 0.0                     
|        purity_filter: 0.0                     
|      coverage_filter: 0.0                     
|     use_score_filter: False                   
| deep_score_norm_filter: 0.1                     
|    deep_score_filter: 0.33                    
| topk_scores_threshold: 0.7                     
|     num_merging_mask: 10                      
:================================================

# 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: 0001/0600] mIoU:  1.78  |  FB-IoU: 34.04 |  0:  5.35    |  1:  0.00    |  2:  0.00   
[Batch: 0002/0600] mIoU: 17.01  |  FB-IoU: 46.62 |  0:  5.35    |  1: 45.69    |  2:  0.00   
[Batch: 0003/0600] mIoU: 36.24  |  FB-IoU: 53.55 |  0:  5.35    |  1: 45.69    |  2: 57.68   
[Batch: 0004/0600] mIoU: 38.02  |  FB-IoU: 57.10 |  0: 10.70    |  1: 45.69    |  2: 57.68   
[Batch: 0005/0600] mIoU: 29.96  |  FB-IoU: 46.10 |  0: 10.70    |  1: 21.50    |  2: 57.68   
[Batch: 0006/0600] mIoU: 25.97  |  FB-IoU: 48.08 |  0: 10.70    |  1: 21.50    |  2: 45.72   
[Batch: 0007/0600] mIoU: 28.96  |  FB-IoU: 50.62 |  0: 19.67    |  1: 21.50    |  2: 45.72   
[Batch: 0008/0600] mIoU: 33.01  |  FB-IoU: 53.51 |  0: 19.67    |  1: 33.65    |  2: 45.72   
[Batch: 0009/0600] mIoU: 32.41  |  FB-IoU: 54.80 |  0: 19.67    |  1: 33.65    |  2: 43.92   
[Batch: 0010/0600] mIoU: 37.34  |  FB-IoU: 53.91 |  0: 34.46    |  1: 33.65    |  2: 43.92   
[Batch: 0011/0600] mIoU: 37.98  |  FB-IoU: 54.92 |  0: 34.46    |  1: 35.57    |  2: 43.92   
[Batch: 0012/0600] mIoU: 41.24  |  FB-IoU: 56.04 |  0: 34.46    |  1: 35.57    |  2: 53.69   
[Batch: 0013/0600] mIoU: 43.69  |  FB-IoU: 58.00 |  0: 41.80    |  1: 35.57    |  2: 53.69   
[Batch: 0014/0600] mIoU: 43.16  |  FB-IoU: 57.84 |  0: 41.80    |  1: 34.00    |  2: 53.69   
[Batch: 0015/0600] mIoU: 42.57  |  FB-IoU: 58.41 |  0: 41.80    |  1: 34.00    |  2: 51.91   
[Batch: 0016/0600] mIoU: 43.43  |  FB-IoU: 59.46 |  0: 44.40    |  1: 34.00    |  2: 51.91   
[Batch: 0017/0600] mIoU: 45.77  |  FB-IoU: 61.24 |  0: 44.40    |  1: 40.99    |  2: 51.91   
[Batch: 0018/0600] mIoU: 46.15  |  FB-IoU: 62.04 |  0: 44.40    |  1: 40.99    |  2: 53.06   
[Batch: 0019/0600] mIoU: 46.53  |  FB-IoU: 62.49 |  0: 45.53    |  1: 40.99    |  2: 53.06   
[Batch: 0020/0600] mIoU: 43.47  |  FB-IoU: 58.34 |  0: 45.53    |  1: 31.81    |  2: 53.06   
[Batch: 0021/0600] mIoU: 43.12  |  FB-IoU: 58.70 |  0: 45.53    |  1: 31.81    |  2: 52.02   
[Batch: 0022/0600] mIoU: 43.47  |  FB-IoU: 59.28 |  0: 46.56    |  1: 31.81    |  2: 52.02   
[Batch: 0023/0600] mIoU: 44.78  |  FB-IoU: 60.17 |  0: 46.56    |  1: 35.75    |  2: 52.02   
[Batch: 0024/0600] mIoU: 43.91  |  FB-IoU: 60.13 |  0: 46.56    |  1: 35.75    |  2: 49.42   
[Batch: 0025/0600] mIoU: 44.89  |  FB-IoU: 61.00 |  0: 49.51    |  1: 35.75    |  2: 49.42   
[Batch: 0026/0600] mIoU: 44.59  |  FB-IoU: 59.97 |  0: 49.51    |  1: 34.83    |  2: 49.42   
[Batch: 0027/0600] mIoU: 42.95  |  FB-IoU: 59.00 |  0: 49.51    |  1: 34.83    |  2: 44.50   
[Batch: 0028/0600] mIoU: 45.19  |  FB-IoU: 60.39 |  0: 56.24    |  1: 34.83    |  2: 44.50   
[Batch: 0029/0600] mIoU: 45.10  |  FB-IoU: 60.40 |  0: 56.24    |  1: 34.54    |  2: 44.50   
[Batch: 0030/0600] mIoU: 43.96  |  FB-IoU: 59.82 |  0: 56.24    |  1: 34.54    |  2: 41.08   
[Batch: 0031/0600] mIoU: 45.24  |  FB-IoU: 60.86 |  0: 60.08    |  1: 34.54    |  2: 41.08   
[Batch: 0032/0600] mIoU: 45.95  |  FB-IoU: 61.35 |  0: 60.08    |  1: 36.67    |  2: 41.08   
[Batch: 0033/0600] mIoU: 45.96  |  FB-IoU: 61.70 |  0: 60.08    |  1: 36.67    |  2: 41.11   
[Batch: 0034/0600] mIoU: 46.94  |  FB-IoU: 62.62 |  0: 63.03    |  1: 36.67    |  2: 41.11   
[Batch: 0035/0600] mIoU: 47.32  |  FB-IoU: 62.22 |  0: 63.03    |  1: 37.83    |  2: 41.11   
[Batch: 0036/0600] mIoU: 46.25  |  FB-IoU: 61.41 |  0: 63.03    |  1: 37.83    |  2: 37.89   
[Batch: 0037/0600] mIoU: 46.34  |  FB-IoU: 61.78 |  0: 63.28    |  1: 37.83    |  2: 37.89   
[Batch: 0038/0600] mIoU: 46.46  |  FB-IoU: 62.12 |  0: 63.28    |  1: 38.21    |  2: 37.89   
[Batch: 0039/0600] mIoU: 45.06  |  FB-IoU: 60.94 |  0: 63.28    |  1: 38.21    |  2: 33.68   
[Batch: 0040/0600] mIoU: 45.02  |  FB-IoU: 61.22 |  0: 63.17    |  1: 38.21    |  2: 33.68   
[Batch: 0041/0600] mIoU: 43.42  |  FB-IoU: 58.94 |  0: 63.17    |  1: 33.41    |  2: 33.68   
[Batch: 0042/0600] mIoU: 43.64  |  FB-IoU: 59.16 |  0: 63.17    |  1: 33.41    |  2: 34.34   
[Batch: 0043/0600] mIoU: 44.48  |  FB-IoU: 60.00 |  0: 65.71    |  1: 33.41    |  2: 34.34   
[Batch: 0044/0600] mIoU: 45.89  |  FB-IoU: 60.91 |  0: 65.71    |  1: 37.62    |  2: 34.34   
[Batch: 0045/0600] mIoU: 46.07  |  FB-IoU: 61.26 |  0: 65.71    |  1: 37.62    |  2: 34.90   
[Batch: 0046/0600] mIoU: 46.21  |  FB-IoU: 61.64 |  0: 66.12    |  1: 37.62    |  2: 34.90   
[Batch: 0047/0600] mIoU: 47.57  |  FB-IoU: 62.39 |  0: 66.12    |  1: 41.69    |  2: 34.90   
[Batch: 0048/0600] mIoU: 48.20  |  FB-IoU: 62.52 |  0: 66.12    |  1: 41.69    |  2: 36.79   
[Batch: 0049/0600] mIoU: 48.24  |  FB-IoU: 62.81 |  0: 66.24    |  1: 41.69    |  2: 36.79   
[Batch: 0050/0600] mIoU: 49.24  |  FB-IoU: 63.08 |  0: 66.24    |  1: 44.68    |  2: 36.79   
[Batch: 0051/0600] mIoU: 48.70  |  FB-IoU: 62.73 |  0: 66.24    |  1: 44.68    |  2: 35.18   
[Batch: 0052/0600] mIoU: 49.00  |  FB-IoU: 63.13 |  0: 67.14    |  1: 44.68    |  2: 35.18   
[Batch: 0053/0600] mIoU: 49.05  |  FB-IoU: 63.20 |  0: 67.14    |  1: 44.84    |  2: 35.18   
[Batch: 0054/0600] mIoU: 49.40  |  FB-IoU: 63.14 |  0: 67.14    |  1: 44.84    |  2: 36.23   
[Batch: 0055/0600] mIoU: 48.50  |  FB-IoU: 62.85 |  0: 64.43    |  1: 44.84    |  2: 36.23   
[Batch: 0056/0600] mIoU: 48.55  |  FB-IoU: 63.01 |  0: 64.43    |  1: 44.99    |  2: 36.23   
[Batch: 0057/0600] mIoU: 47.33  |  FB-IoU: 61.82 |  0: 64.43    |  1: 44.99    |  2: 32.58   
[Batch: 0058/0600] mIoU: 47.19  |  FB-IoU: 61.97 |  0: 63.99    |  1: 44.99    |  2: 32.58   
[Batch: 0059/0600] mIoU: 47.00  |  FB-IoU: 61.89 |  0: 63.99    |  1: 44.42    |  2: 32.58   
[Batch: 0060/0600] mIoU: 47.06  |  FB-IoU: 62.11 |  0: 63.99    |  1: 44.42    |  2: 32.76   
[Batch: 0061/0600] mIoU: 44.45  |  FB-IoU: 60.67 |  0: 56.17    |  1: 44.42    |  2: 32.76   
[Batch: 0062/0600] mIoU: 44.51  |  FB-IoU: 60.87 |  0: 56.17    |  1: 44.60    |  2: 32.76   
[Batch: 0063/0600] mIoU: 45.05  |  FB-IoU: 61.02 |  0: 56.17    |  1: 44.60    |  2: 34.38   
[Batch: 0064/0600] mIoU: 45.01  |  FB-IoU: 61.20 |  0: 56.05    |  1: 44.60    |  2: 34.38   
[Batch: 0065/0600] mIoU: 45.46  |  FB-IoU: 61.42 |  0: 56.05    |  1: 45.93    |  2: 34.38   
[Batch: 0066/0600] mIoU: 45.82  |  FB-IoU: 61.62 |  0: 56.05    |  1: 45.93    |  2: 35.47   
[Batch: 0067/0600] mIoU: 45.83  |  FB-IoU: 61.76 |  0: 56.09    |  1: 45.93    |  2: 35.47   
[Batch: 0068/0600] mIoU: 46.06  |  FB-IoU: 61.96 |  0: 56.09    |  1: 46.61    |  2: 35.47   
[Batch: 0069/0600] mIoU: 46.03  |  FB-IoU: 62.04 |  0: 56.09    |  1: 46.61    |  2: 35.38   
[Batch: 0070/0600] mIoU: 44.11  |  FB-IoU: 60.81 |  0: 50.34    |  1: 46.61    |  2: 35.38   
[Batch: 0071/0600] mIoU: 44.22  |  FB-IoU: 60.92 |  0: 50.34    |  1: 46.96    |  2: 35.38   
[Batch: 0072/0600] mIoU: 44.30  |  FB-IoU: 60.94 |  0: 50.34    |  1: 46.96    |  2: 35.62   
[Batch: 0073/0600] mIoU: 44.82  |  FB-IoU: 61.18 |  0: 51.88    |  1: 46.96    |  2: 35.62   
[Batch: 0074/0600] mIoU: 45.25  |  FB-IoU: 61.39 |  0: 51.88    |  1: 48.25    |  2: 35.62   
[Batch: 0075/0600] mIoU: 44.31  |  FB-IoU: 60.58 |  0: 51.88    |  1: 48.25    |  2: 32.79   
[Batch: 0076/0600] mIoU: 44.38  |  FB-IoU: 60.71 |  0: 52.09    |  1: 48.25    |  2: 32.79   
[Batch: 0077/0600] mIoU: 44.54  |  FB-IoU: 60.87 |  0: 52.09    |  1: 48.73    |  2: 32.79   
[Batch: 0078/0600] mIoU: 44.45  |  FB-IoU: 60.52 |  0: 52.09    |  1: 48.73    |  2: 32.53   
[Batch: 0079/0600] mIoU: 44.56  |  FB-IoU: 60.72 |  0: 52.42    |  1: 48.73    |  2: 32.53   
[Batch: 0080/0600] mIoU: 44.17  |  FB-IoU: 60.23 |  0: 52.42    |  1: 47.56    |  2: 32.53   
[Batch: 0081/0600] mIoU: 44.12  |  FB-IoU: 60.35 |  0: 52.42    |  1: 47.56    |  2: 32.38   
[Batch: 0082/0600] mIoU: 43.45  |  FB-IoU: 59.83 |  0: 50.42    |  1: 47.56    |  2: 32.38   
[Batch: 0083/0600] mIoU: 43.49  |  FB-IoU: 59.86 |  0: 50.42    |  1: 47.66    |  2: 32.38   
[Batch: 0084/0600] mIoU: 43.28  |  FB-IoU: 59.78 |  0: 50.42    |  1: 47.66    |  2: 31.77   
[Batch: 0085/0600] mIoU: 43.46  |  FB-IoU: 59.99 |  0: 50.95    |  1: 47.66    |  2: 31.77   
[Batch: 0086/0600] mIoU: 43.24  |  FB-IoU: 59.80 |  0: 50.95    |  1: 46.99    |  2: 31.77   
[Batch: 0087/0600] mIoU: 43.03  |  FB-IoU: 59.68 |  0: 50.95    |  1: 46.99    |  2: 31.13   
[Batch: 0088/0600] mIoU: 43.05  |  FB-IoU: 59.83 |  0: 51.03    |  1: 46.99    |  2: 31.13   
[Batch: 0089/0600] mIoU: 43.44  |  FB-IoU: 60.11 |  0: 51.03    |  1: 48.17    |  2: 31.13   
[Batch: 0090/0600] mIoU: 43.58  |  FB-IoU: 60.28 |  0: 51.03    |  1: 48.17    |  2: 31.55   
[Batch: 0091/0600] mIoU: 43.53  |  FB-IoU: 60.36 |  0: 50.87    |  1: 48.17    |  2: 31.55   
[Batch: 0092/0600] mIoU: 43.56  |  FB-IoU: 60.39 |  0: 50.87    |  1: 48.27    |  2: 31.55   
[Batch: 0093/0600] mIoU: 43.82  |  FB-IoU: 60.58 |  0: 50.87    |  1: 48.27    |  2: 32.30   
[Batch: 0094/0600] mIoU: 44.01  |  FB-IoU: 60.72 |  0: 51.44    |  1: 48.27    |  2: 32.30   
[Batch: 0095/0600] mIoU: 44.39  |  FB-IoU: 61.00 |  0: 51.44    |  1: 49.41    |  2: 32.30   
[Batch: 0096/0600] mIoU: 44.50  |  FB-IoU: 60.87 |  0: 51.44    |  1: 49.41    |  2: 32.63   
[Batch: 0097/0600] mIoU: 44.29  |  FB-IoU: 60.69 |  0: 50.83    |  1: 49.41    |  2: 32.63   
[Batch: 0098/0600] mIoU: 44.53  |  FB-IoU: 60.76 |  0: 50.83    |  1: 50.12    |  2: 32.63   
[Batch: 0099/0600] mIoU: 44.85  |  FB-IoU: 60.90 |  0: 50.83    |  1: 50.12    |  2: 33.60   
[Batch: 0100/0600] mIoU: 44.66  |  FB-IoU: 60.88 |  0: 50.25    |  1: 50.12    |  2: 33.60   
[Batch: 0101/0600] mIoU: 44.71  |  FB-IoU: 61.00 |  0: 50.25    |  1: 50.26    |  2: 33.60   
[Batch: 0102/0600] mIoU: 45.03  |  FB-IoU: 61.21 |  0: 50.25    |  1: 50.26    |  2: 34.57   
[Batch: 0103/0600] mIoU: 45.11  |  FB-IoU: 61.36 |  0: 50.52    |  1: 50.26    |  2: 34.57   
[Batch: 0104/0600] mIoU: 44.92  |  FB-IoU: 61.24 |  0: 50.52    |  1: 49.69    |  2: 34.57   
[Batch: 0105/0600] mIoU: 45.15  |  FB-IoU: 61.37 |  0: 50.52    |  1: 49.69    |  2: 35.25   
[Batch: 0106/0600] mIoU: 45.28  |  FB-IoU: 61.53 |  0: 50.91    |  1: 49.69    |  2: 35.25   
[Batch: 0107/0600] mIoU: 45.45  |  FB-IoU: 61.70 |  0: 50.91    |  1: 50.18    |  2: 35.25   
[Batch: 0108/0600] mIoU: 45.83  |  FB-IoU: 61.75 |  0: 50.91    |  1: 50.18    |  2: 36.41   
[Batch: 0109/0600] mIoU: 45.88  |  FB-IoU: 61.88 |  0: 51.04    |  1: 50.18    |  2: 36.41   
[Batch: 0110/0600] mIoU: 46.08  |  FB-IoU: 62.05 |  0: 51.04    |  1: 50.80    |  2: 36.41   
[Batch: 0111/0600] mIoU: 45.87  |  FB-IoU: 61.62 |  0: 51.04    |  1: 50.80    |  2: 35.78   
[Batch: 0112/0600] mIoU: 45.87  |  FB-IoU: 61.70 |  0: 51.03    |  1: 50.80    |  2: 35.78   
[Batch: 0113/0600] mIoU: 45.35  |  FB-IoU: 61.21 |  0: 51.03    |  1: 49.23    |  2: 35.78   
[Batch: 0114/0600] mIoU: 45.56  |  FB-IoU: 61.36 |  0: 51.03    |  1: 49.23    |  2: 36.41   
[Batch: 0115/0600] mIoU: 45.36  |  FB-IoU: 61.25 |  0: 50.42    |  1: 49.23    |  2: 36.41   
[Batch: 0116/0600] mIoU: 45.62  |  FB-IoU: 61.39 |  0: 50.42    |  1: 50.04    |  2: 36.41   
[Batch: 0117/0600] mIoU: 45.64  |  FB-IoU: 61.50 |  0: 50.42    |  1: 50.04    |  2: 36.45   
[Batch: 0118/0600] mIoU: 45.68  |  FB-IoU: 61.62 |  0: 50.55    |  1: 50.04    |  2: 36.45   
[Batch: 0119/0600] mIoU: 45.71  |  FB-IoU: 61.70 |  0: 50.55    |  1: 50.14    |  2: 36.45   
[Batch: 0120/0600] mIoU: 46.11  |  FB-IoU: 61.81 |  0: 50.55    |  1: 50.14    |  2: 37.65   
[Batch: 0121/0600] mIoU: 46.02  |  FB-IoU: 61.82 |  0: 50.27    |  1: 50.14    |  2: 37.65   
[Batch: 0122/0600] mIoU: 45.90  |  FB-IoU: 61.69 |  0: 50.27    |  1: 49.77    |  2: 37.65   
[Batch: 0123/0600] mIoU: 45.50  |  FB-IoU: 61.37 |  0: 50.27    |  1: 49.77    |  2: 36.47   
[Batch: 0124/0600] mIoU: 45.58  |  FB-IoU: 61.48 |  0: 50.52    |  1: 49.77    |  2: 36.47   
[Batch: 0125/0600] mIoU: 45.74  |  FB-IoU: 61.66 |  0: 50.52    |  1: 50.23    |  2: 36.47   
[Batch: 0126/0600] mIoU: 45.55  |  FB-IoU: 61.54 |  0: 50.52    |  1: 50.23    |  2: 35.91   
[Batch: 0127/0600] mIoU: 45.64  |  FB-IoU: 61.67 |  0: 50.77    |  1: 50.23    |  2: 35.91   
[Batch: 0128/0600] mIoU: 45.66  |  FB-IoU: 61.77 |  0: 50.77    |  1: 50.30    |  2: 35.91   
[Batch: 0129/0600] mIoU: 46.18  |  FB-IoU: 61.93 |  0: 50.77    |  1: 50.30    |  2: 37.48   
[Batch: 0130/0600] mIoU: 46.24  |  FB-IoU: 62.05 |  0: 50.96    |  1: 50.30    |  2: 37.48   
[Batch: 0131/0600] mIoU: 46.00  |  FB-IoU: 61.74 |  0: 50.96    |  1: 49.57    |  2: 37.48   
[Batch: 0132/0600] mIoU: 46.07  |  FB-IoU: 61.86 |  0: 50.96    |  1: 49.57    |  2: 37.69   
[Batch: 0133/0600] mIoU: 45.43  |  FB-IoU: 61.45 |  0: 49.04    |  1: 49.57    |  2: 37.69   
[Batch: 0134/0600] mIoU: 45.91  |  FB-IoU: 61.75 |  0: 49.04    |  1: 51.00    |  2: 37.69   
[Batch: 0135/0600] mIoU: 46.22  |  FB-IoU: 61.89 |  0: 49.04    |  1: 51.00    |  2: 38.63   
[Batch: 0136/0600] mIoU: 46.74  |  FB-IoU: 62.16 |  0: 50.60    |  1: 51.00    |  2: 38.63   
[Batch: 0137/0600] mIoU: 46.76  |  FB-IoU: 62.27 |  0: 50.60    |  1: 51.06    |  2: 38.63   
[Batch: 0138/0600] mIoU: 46.69  |  FB-IoU: 62.09 |  0: 50.60    |  1: 51.06    |  2: 38.40   
[Batch: 0139/0600] mIoU: 46.75  |  FB-IoU: 62.21 |  0: 50.77    |  1: 51.06    |  2: 38.40   
[Batch: 0140/0600] mIoU: 46.77  |  FB-IoU: 62.28 |  0: 50.77    |  1: 51.13    |  2: 38.40   
[Batch: 0141/0600] mIoU: 46.82  |  FB-IoU: 62.36 |  0: 50.77    |  1: 51.13    |  2: 38.56   
[Batch: 0142/0600] mIoU: 47.11  |  FB-IoU: 62.52 |  0: 51.66    |  1: 51.13    |  2: 38.56   
[Batch: 0143/0600] mIoU: 47.14  |  FB-IoU: 62.57 |  0: 51.66    |  1: 51.20    |  2: 38.56   
[Batch: 0144/0600] mIoU: 47.09  |  FB-IoU: 62.51 |  0: 51.66    |  1: 51.20    |  2: 38.42   
[Batch: 0145/0600] mIoU: 47.19  |  FB-IoU: 62.53 |  0: 51.95    |  1: 51.20    |  2: 38.42   
[Batch: 0146/0600] mIoU: 46.75  |  FB-IoU: 62.10 |  0: 51.95    |  1: 49.90    |  2: 38.42   
[Batch: 0147/0600] mIoU: 46.68  |  FB-IoU: 62.00 |  0: 51.95    |  1: 49.90    |  2: 38.19   
[Batch: 0148/0600] mIoU: 46.69  |  FB-IoU: 62.09 |  0: 51.97    |  1: 49.90    |  2: 38.19   
[Batch: 0149/0600] mIoU: 46.84  |  FB-IoU: 62.26 |  0: 51.97    |  1: 50.35    |  2: 38.19   
[Batch: 0150/0600] mIoU: 46.98  |  FB-IoU: 62.30 |  0: 51.97    |  1: 50.35    |  2: 38.61   
[Batch: 0151/0600] mIoU: 47.38  |  FB-IoU: 62.51 |  0: 53.17    |  1: 50.35    |  2: 38.61   
[Batch: 0152/0600] mIoU: 47.50  |  FB-IoU: 62.64 |  0: 53.17    |  1: 50.73    |  2: 38.61   
[Batch: 0153/0600] mIoU: 47.54  |  FB-IoU: 62.71 |  0: 53.17    |  1: 50.73    |  2: 38.70   
[Batch: 0154/0600] mIoU: 47.56  |  FB-IoU: 62.79 |  0: 53.24    |  1: 50.73    |  2: 38.70   
[Batch: 0155/0600] mIoU: 47.55  |  FB-IoU: 62.70 |  0: 53.24    |  1: 50.72    |  2: 38.70   
[Batch: 0156/0600] mIoU: 47.68  |  FB-IoU: 62.81 |  0: 53.24    |  1: 50.72    |  2: 39.07   
[Batch: 0157/0600] mIoU: 47.80  |  FB-IoU: 62.94 |  0: 53.62    |  1: 50.72    |  2: 39.07   
[Batch: 0158/0600] mIoU: 47.90  |  FB-IoU: 63.06 |  0: 53.62    |  1: 51.03    |  2: 39.07   
[Batch: 0159/0600] mIoU: 47.97  |  FB-IoU: 63.16 |  0: 53.62    |  1: 51.03    |  2: 39.28   
[Batch: 0160/0600] mIoU: 47.99  |  FB-IoU: 63.24 |  0: 53.65    |  1: 51.03    |  2: 39.28   
[Batch: 0161/0600] mIoU: 48.07  |  FB-IoU: 63.36 |  0: 53.65    |  1: 51.27    |  2: 39.28   
[Batch: 0162/0600] mIoU: 48.02  |  FB-IoU: 63.39 |  0: 53.65    |  1: 51.27    |  2: 39.14   
[Batch: 0163/0600] mIoU: 47.70  |  FB-IoU: 63.23 |  0: 52.69    |  1: 51.27    |  2: 39.14   
[Batch: 0164/0600] mIoU: 47.63  |  FB-IoU: 63.19 |  0: 52.69    |  1: 51.05    |  2: 39.14   
[Batch: 0165/0600] mIoU: 47.72  |  FB-IoU: 63.20 |  0: 52.69    |  1: 51.05    |  2: 39.41   
[Batch: 0166/0600] mIoU: 47.73  |  FB-IoU: 63.25 |  0: 52.73    |  1: 51.05    |  2: 39.41   
[Batch: 0167/0600] mIoU: 47.31  |  FB-IoU: 62.83 |  0: 52.73    |  1: 49.80    |  2: 39.41   
[Batch: 0168/0600] mIoU: 47.28  |  FB-IoU: 62.84 |  0: 52.73    |  1: 49.80    |  2: 39.31   
[Batch: 0169/0600] mIoU: 47.33  |  FB-IoU: 62.94 |  0: 52.89    |  1: 49.80    |  2: 39.31   
[Batch: 0170/0600] mIoU: 47.36  |  FB-IoU: 63.02 |  0: 52.89    |  1: 49.88    |  2: 39.31   
[Batch: 0171/0600] mIoU: 47.53  |  FB-IoU: 63.14 |  0: 52.89    |  1: 49.88    |  2: 39.83   
[Batch: 0172/0600] mIoU: 46.76  |  FB-IoU: 62.61 |  0: 50.58    |  1: 49.88    |  2: 39.83   
[Batch: 0173/0600] mIoU: 46.91  |  FB-IoU: 62.71 |  0: 50.58    |  1: 50.31    |  2: 39.83   
[Batch: 0174/0600] mIoU: 47.03  |  FB-IoU: 62.74 |  0: 50.58    |  1: 50.31    |  2: 40.18   
[Batch: 0175/0600] mIoU: 46.97  |  FB-IoU: 62.74 |  0: 50.40    |  1: 50.31    |  2: 40.18   
[Batch: 0176/0600] mIoU: 47.15  |  FB-IoU: 62.86 |  0: 50.40    |  1: 50.86    |  2: 40.18   
[Batch: 0177/0600] mIoU: 47.13  |  FB-IoU: 62.90 |  0: 50.40    |  1: 50.86    |  2: 40.13   
[Batch: 0178/0600] mIoU: 47.37  |  FB-IoU: 63.02 |  0: 51.13    |  1: 50.86    |  2: 40.13   
[Batch: 0179/0600] mIoU: 47.32  |  FB-IoU: 62.90 |  0: 51.13    |  1: 50.70    |  2: 40.13   
[Batch: 0180/0600] mIoU: 47.17  |  FB-IoU: 62.79 |  0: 51.13    |  1: 50.70    |  2: 39.70   
[Batch: 0181/0600] mIoU: 47.18  |  FB-IoU: 62.85 |  0: 51.14    |  1: 50.70    |  2: 39.70   
[Batch: 0182/0600] mIoU: 47.24  |  FB-IoU: 62.87 |  0: 51.14    |  1: 50.90    |  2: 39.70   
[Batch: 0183/0600] mIoU: 47.13  |  FB-IoU: 62.74 |  0: 51.14    |  1: 50.90    |  2: 39.34   
[Batch: 0184/0600] mIoU: 47.15  |  FB-IoU: 62.81 |  0: 51.21    |  1: 50.90    |  2: 39.34   
[Batch: 0185/0600] mIoU: 47.14  |  FB-IoU: 62.84 |  0: 51.21    |  1: 50.87    |  2: 39.34   
[Batch: 0186/0600] mIoU: 46.72  |  FB-IoU: 62.44 |  0: 51.21    |  1: 50.87    |  2: 38.10   
[Batch: 0187/0600] mIoU: 46.72  |  FB-IoU: 62.49 |  0: 51.19    |  1: 50.87    |  2: 38.10   
[Batch: 0188/0600] mIoU: 46.75  |  FB-IoU: 62.57 |  0: 51.19    |  1: 50.98    |  2: 38.10   
[Batch: 0189/0600] mIoU: 46.72  |  FB-IoU: 62.58 |  0: 51.19    |  1: 50.98    |  2: 38.01   
[Batch: 0190/0600] mIoU: 46.66  |  FB-IoU: 62.59 |  0: 50.99    |  1: 50.98    |  2: 38.01   
[Batch: 0191/0600] mIoU: 46.80  |  FB-IoU: 62.69 |  0: 50.99    |  1: 51.41    |  2: 38.01   
[Batch: 0192/0600] mIoU: 46.60  |  FB-IoU: 62.50 |  0: 50.99    |  1: 51.41    |  2: 37.39   
[Batch: 0193/0600] mIoU: 46.38  |  FB-IoU: 62.39 |  0: 50.33    |  1: 51.41    |  2: 37.39   
[Batch: 0194/0600] mIoU: 46.68  |  FB-IoU: 62.60 |  0: 50.33    |  1: 52.31    |  2: 37.39   
[Batch: 0195/0600] mIoU: 46.56  |  FB-IoU: 62.52 |  0: 50.33    |  1: 52.31    |  2: 37.03   
[Batch: 0196/0600] mIoU: 46.32  |  FB-IoU: 62.40 |  0: 49.63    |  1: 52.31    |  2: 37.03   
[Batch: 0197/0600] mIoU: 46.45  |  FB-IoU: 62.53 |  0: 49.63    |  1: 52.68    |  2: 37.03   
[Batch: 0198/0600] mIoU: 46.51  |  FB-IoU: 62.54 |  0: 49.63    |  1: 52.68    |  2: 37.21   
[Batch: 0199/0600] mIoU: 46.92  |  FB-IoU: 62.74 |  0: 50.88    |  1: 52.68    |  2: 37.21   
[Batch: 0200/0600] mIoU: 46.90  |  FB-IoU: 62.69 |  0: 50.88    |  1: 52.62    |  2: 37.21   
[Batch: 0201/0600] mIoU: 47.14  |  FB-IoU: 62.75 |  0: 50.88    |  1: 52.62    |  2: 37.94   
[Batch: 0202/0600] mIoU: 47.05  |  FB-IoU: 62.70 |  0: 50.60    |  1: 52.62    |  2: 37.94   
[Batch: 0203/0600] mIoU: 47.17  |  FB-IoU: 62.80 |  0: 50.60    |  1: 52.97    |  2: 37.94   
[Batch: 0204/0600] mIoU: 47.04  |  FB-IoU: 62.67 |  0: 50.60    |  1: 52.97    |  2: 37.54   
[Batch: 0205/0600] mIoU: 47.14  |  FB-IoU: 62.77 |  0: 50.91    |  1: 52.97    |  2: 37.54   
[Batch: 0206/0600] mIoU: 47.08  |  FB-IoU: 62.77 |  0: 50.91    |  1: 52.79    |  2: 37.54   
[Batch: 0207/0600] mIoU: 47.05  |  FB-IoU: 62.78 |  0: 50.91    |  1: 52.79    |  2: 37.45   
[Batch: 0208/0600] mIoU: 47.24  |  FB-IoU: 62.90 |  0: 51.50    |  1: 52.79    |  2: 37.45   
[Batch: 0209/0600] mIoU: 47.26  |  FB-IoU: 62.97 |  0: 51.50    |  1: 52.82    |  2: 37.45   
[Batch: 0210/0600] mIoU: 47.25  |  FB-IoU: 63.00 |  0: 51.50    |  1: 52.82    |  2: 37.43   
[Batch: 0211/0600] mIoU: 47.28  |  FB-IoU: 63.07 |  0: 51.59    |  1: 52.82    |  2: 37.43   
[Batch: 0212/0600] mIoU: 47.01  |  FB-IoU: 62.76 |  0: 51.59    |  1: 52.00    |  2: 37.43   
[Batch: 0213/0600] mIoU: 46.79  |  FB-IoU: 62.58 |  0: 51.59    |  1: 52.00    |  2: 36.79   
[Batch: 0214/0600] mIoU: 46.98  |  FB-IoU: 62.69 |  0: 52.16    |  1: 52.00    |  2: 36.79   
[Batch: 0215/0600] mIoU: 47.04  |  FB-IoU: 62.78 |  0: 52.16    |  1: 52.16    |  2: 36.79   
[Batch: 0216/0600] mIoU: 47.11  |  FB-IoU: 62.74 |  0: 52.16    |  1: 52.16    |  2: 37.00   
[Batch: 0217/0600] mIoU: 47.12  |  FB-IoU: 62.81 |  0: 52.20    |  1: 52.16    |  2: 37.00   
[Batch: 0218/0600] mIoU: 47.14  |  FB-IoU: 62.88 |  0: 52.20    |  1: 52.21    |  2: 37.00   
[Batch: 0219/0600] mIoU: 47.25  |  FB-IoU: 62.85 |  0: 52.20    |  1: 52.21    |  2: 37.36   
[Batch: 0220/0600] mIoU: 47.27  |  FB-IoU: 62.91 |  0: 52.25    |  1: 52.21    |  2: 37.36   
[Batch: 0221/0600] mIoU: 47.03  |  FB-IoU: 62.68 |  0: 52.25    |  1: 51.47    |  2: 37.36   
[Batch: 0222/0600] mIoU: 47.10  |  FB-IoU: 62.69 |  0: 52.25    |  1: 51.47    |  2: 37.58   
[Batch: 0223/0600] mIoU: 47.19  |  FB-IoU: 62.75 |  0: 52.51    |  1: 51.47    |  2: 37.58   
[Batch: 0224/0600] mIoU: 47.21  |  FB-IoU: 62.76 |  0: 52.51    |  1: 51.54    |  2: 37.58   
[Batch: 0225/0600] mIoU: 47.01  |  FB-IoU: 62.56 |  0: 52.51    |  1: 51.54    |  2: 36.97   
[Batch: 0226/0600] mIoU: 47.01  |  FB-IoU: 62.62 |  0: 52.53    |  1: 51.54    |  2: 36.97   
[Batch: 0227/0600] mIoU: 46.93  |  FB-IoU: 62.56 |  0: 52.53    |  1: 51.29    |  2: 36.97   
[Batch: 0228/0600] mIoU: 47.12  |  FB-IoU: 62.67 |  0: 52.53    |  1: 51.29    |  2: 37.55   
[Batch: 0229/0600] mIoU: 47.18  |  FB-IoU: 62.73 |  0: 52.71    |  1: 51.29    |  2: 37.55   
[Batch: 0230/0600] mIoU: 47.51  |  FB-IoU: 62.95 |  0: 52.71    |  1: 52.25    |  2: 37.55   
[Batch: 0231/0600] mIoU: 47.48  |  FB-IoU: 62.98 |  0: 52.71    |  1: 52.25    |  2: 37.48   
[Batch: 0232/0600] mIoU: 47.51  |  FB-IoU: 63.03 |  0: 52.79    |  1: 52.25    |  2: 37.48   
[Batch: 0233/0600] mIoU: 47.55  |  FB-IoU: 63.09 |  0: 52.79    |  1: 52.37    |  2: 37.48   
[Batch: 0234/0600] mIoU: 47.40  |  FB-IoU: 62.94 |  0: 52.79    |  1: 52.37    |  2: 37.04   
[Batch: 0235/0600] mIoU: 47.46  |  FB-IoU: 63.00 |  0: 52.97    |  1: 52.37    |  2: 37.04   
[Batch: 0236/0600] mIoU: 47.49  |  FB-IoU: 63.06 |  0: 52.97    |  1: 52.47    |  2: 37.04   
[Batch: 0237/0600] mIoU: 47.51  |  FB-IoU: 63.10 |  0: 52.97    |  1: 52.47    |  2: 37.10   
[Batch: 0238/0600] mIoU: 47.54  |  FB-IoU: 63.15 |  0: 53.05    |  1: 52.47    |  2: 37.10   
[Batch: 0239/0600] mIoU: 47.77  |  FB-IoU: 63.30 |  0: 53.05    |  1: 53.16    |  2: 37.10   
[Batch: 0240/0600] mIoU: 48.03  |  FB-IoU: 63.37 |  0: 53.05    |  1: 53.16    |  2: 37.86   
[Batch: 0241/0600] mIoU: 48.03  |  FB-IoU: 63.43 |  0: 53.07    |  1: 53.16    |  2: 37.86   
[Batch: 0242/0600] mIoU: 48.10  |  FB-IoU: 63.52 |  0: 53.07    |  1: 53.38    |  2: 37.86   
[Batch: 0243/0600] mIoU: 47.81  |  FB-IoU: 63.24 |  0: 53.07    |  1: 53.38    |  2: 36.98   
[Batch: 0244/0600] mIoU: 47.53  |  FB-IoU: 63.10 |  0: 52.23    |  1: 53.38    |  2: 36.98   
[Batch: 0245/0600] mIoU: 47.60  |  FB-IoU: 63.13 |  0: 52.23    |  1: 53.59    |  2: 36.98   
[Batch: 0246/0600] mIoU: 47.49  |  FB-IoU: 63.06 |  0: 52.23    |  1: 53.59    |  2: 36.65   
[Batch: 0247/0600] mIoU: 47.56  |  FB-IoU: 63.13 |  0: 52.43    |  1: 53.59    |  2: 36.65   
[Batch: 0248/0600] mIoU: 47.77  |  FB-IoU: 63.29 |  0: 52.43    |  1: 54.21    |  2: 36.65   
[Batch: 0249/0600] mIoU: 47.83  |  FB-IoU: 63.30 |  0: 52.43    |  1: 54.21    |  2: 36.86   
[Batch: 0250/0600] mIoU: 47.78  |  FB-IoU: 63.31 |  0: 52.27    |  1: 54.21    |  2: 36.86   
[Batch: 0251/0600] mIoU: 47.85  |  FB-IoU: 63.39 |  0: 52.27    |  1: 54.43    |  2: 36.86   
[Batch: 0252/0600] mIoU: 47.87  |  FB-IoU: 63.39 |  0: 52.27    |  1: 54.43    |  2: 36.90   
[Batch: 0253/0600] mIoU: 47.49  |  FB-IoU: 63.15 |  0: 51.13    |  1: 54.43    |  2: 36.90   
[Batch: 0254/0600] mIoU: 47.39  |  FB-IoU: 63.09 |  0: 51.13    |  1: 54.12    |  2: 36.90   
[Batch: 0255/0600] mIoU: 47.49  |  FB-IoU: 63.13 |  0: 51.13    |  1: 54.12    |  2: 37.20   
[Batch: 0256/0600] mIoU: 47.50  |  FB-IoU: 63.19 |  0: 51.17    |  1: 54.12    |  2: 37.20   
[Batch: 0257/0600] mIoU: 47.62  |  FB-IoU: 63.28 |  0: 51.17    |  1: 54.48    |  2: 37.20   
[Batch: 0258/0600] mIoU: 47.44  |  FB-IoU: 63.07 |  0: 51.17    |  1: 54.48    |  2: 36.66   
[Batch: 0259/0600] mIoU: 47.34  |  FB-IoU: 63.05 |  0: 50.89    |  1: 54.48    |  2: 36.66   
[Batch: 0260/0600] mIoU: 47.43  |  FB-IoU: 63.12 |  0: 50.89    |  1: 54.73    |  2: 36.66   
[Batch: 0261/0600] mIoU: 47.45  |  FB-IoU: 63.17 |  0: 50.89    |  1: 54.73    |  2: 36.74   
[Batch: 0262/0600] mIoU: 47.49  |  FB-IoU: 63.22 |  0: 51.01    |  1: 54.73    |  2: 36.74   
[Batch: 0263/0600] mIoU: 47.20  |  FB-IoU: 62.94 |  0: 51.01    |  1: 53.84    |  2: 36.74   
[Batch: 0264/0600] mIoU: 47.32  |  FB-IoU: 63.02 |  0: 51.01    |  1: 53.84    |  2: 37.10   
[Batch: 0265/0600] mIoU: 47.34  |  FB-IoU: 63.07 |  0: 51.06    |  1: 53.84    |  2: 37.10   
[Batch: 0266/0600] mIoU: 47.28  |  FB-IoU: 63.05 |  0: 51.06    |  1: 53.67    |  2: 37.10   
[Batch: 0267/0600] mIoU: 47.41  |  FB-IoU: 63.06 |  0: 51.06    |  1: 53.67    |  2: 37.49   
[Batch: 0268/0600] mIoU: 47.24  |  FB-IoU: 62.99 |  0: 50.56    |  1: 53.67    |  2: 37.49   
[Batch: 0269/0600] mIoU: 47.28  |  FB-IoU: 63.05 |  0: 50.56    |  1: 53.80    |  2: 37.49   
[Batch: 0270/0600] mIoU: 47.23  |  FB-IoU: 63.03 |  0: 50.56    |  1: 53.80    |  2: 37.33   
[Batch: 0271/0600] mIoU: 47.27  |  FB-IoU: 63.09 |  0: 50.69    |  1: 53.80    |  2: 37.33   
[Batch: 0272/0600] mIoU: 47.29  |  FB-IoU: 63.14 |  0: 50.69    |  1: 53.86    |  2: 37.33   
[Batch: 0273/0600] mIoU: 47.31  |  FB-IoU: 63.18 |  0: 50.69    |  1: 53.86    |  2: 37.38   
[Batch: 0274/0600] mIoU: 47.48  |  FB-IoU: 63.26 |  0: 51.20    |  1: 53.86    |  2: 37.38   
[Batch: 0275/0600] mIoU: 47.53  |  FB-IoU: 63.33 |  0: 51.20    |  1: 54.01    |  2: 37.38   
[Batch: 0276/0600] mIoU: 47.29  |  FB-IoU: 63.04 |  0: 51.20    |  1: 54.01    |  2: 36.67   
[Batch: 0277/0600] mIoU: 47.38  |  FB-IoU: 63.12 |  0: 51.45    |  1: 54.01    |  2: 36.67   
[Batch: 0278/0600] mIoU: 47.41  |  FB-IoU: 63.12 |  0: 51.45    |  1: 54.10    |  2: 36.67   
[Batch: 0279/0600] mIoU: 47.35  |  FB-IoU: 63.10 |  0: 51.45    |  1: 54.10    |  2: 36.48   
[Batch: 0280/0600] mIoU: 47.35  |  FB-IoU: 63.10 |  0: 51.47    |  1: 54.10    |  2: 36.48   
[Batch: 0281/0600] mIoU: 47.40  |  FB-IoU: 63.17 |  0: 51.47    |  1: 54.25    |  2: 36.48   
[Batch: 0282/0600] mIoU: 47.44  |  FB-IoU: 63.20 |  0: 51.47    |  1: 54.25    |  2: 36.60   
[Batch: 0283/0600] mIoU: 47.48  |  FB-IoU: 63.26 |  0: 51.61    |  1: 54.25    |  2: 36.60   
[Batch: 0284/0600] mIoU: 47.44  |  FB-IoU: 63.24 |  0: 51.61    |  1: 54.11    |  2: 36.60   
[Batch: 0285/0600] mIoU: 47.49  |  FB-IoU: 63.28 |  0: 51.61    |  1: 54.11    |  2: 36.75   
[Batch: 0286/0600] mIoU: 47.35  |  FB-IoU: 63.22 |  0: 51.20    |  1: 54.11    |  2: 36.75   
[Batch: 0287/0600] mIoU: 47.37  |  FB-IoU: 63.23 |  0: 51.20    |  1: 54.17    |  2: 36.75   
[Batch: 0288/0600] mIoU: 47.51  |  FB-IoU: 63.30 |  0: 51.20    |  1: 54.17    |  2: 37.16   
[Batch: 0289/0600] mIoU: 47.52  |  FB-IoU: 63.34 |  0: 51.23    |  1: 54.17    |  2: 37.16   
[Batch: 0290/0600] mIoU: 47.49  |  FB-IoU: 63.30 |  0: 51.23    |  1: 54.06    |  2: 37.16   
[Batch: 0291/0600] mIoU: 47.51  |  FB-IoU: 63.35 |  0: 51.23    |  1: 54.06    |  2: 37.24   
[Batch: 0292/0600] mIoU: 47.45  |  FB-IoU: 63.35 |  0: 51.05    |  1: 54.06    |  2: 37.24   
[Batch: 0293/0600] mIoU: 47.59  |  FB-IoU: 63.43 |  0: 51.05    |  1: 54.50    |  2: 37.24   
[Batch: 0294/0600] mIoU: 47.54  |  FB-IoU: 63.36 |  0: 51.05    |  1: 54.50    |  2: 37.07   
[Batch: 0295/0600] mIoU: 47.44  |  FB-IoU: 63.32 |  0: 50.75    |  1: 54.50    |  2: 37.07   
[Batch: 0296/0600] mIoU: 47.27  |  FB-IoU: 63.15 |  0: 50.75    |  1: 54.00    |  2: 37.07   
[Batch: 0297/0600] mIoU: 47.20  |  FB-IoU: 63.02 |  0: 50.75    |  1: 54.00    |  2: 36.84   
[Batch: 0298/0600] mIoU: 47.27  |  FB-IoU: 63.08 |  0: 50.96    |  1: 54.00    |  2: 36.84   
[Batch: 0299/0600] mIoU: 47.27  |  FB-IoU: 63.11 |  0: 50.96    |  1: 54.02    |  2: 36.84   
[Batch: 0300/0600] mIoU: 47.32  |  FB-IoU: 63.16 |  0: 50.96    |  1: 54.02    |  2: 36.98   
[Batch: 0301/0600] mIoU: 47.05  |  FB-IoU: 63.00 |  0: 50.16    |  1: 54.02    |  2: 36.98   
[Batch: 0302/0600] mIoU: 47.13  |  FB-IoU: 63.05 |  0: 50.16    |  1: 54.25    |  2: 36.98   
[Batch: 0303/0600] mIoU: 46.86  |  FB-IoU: 62.79 |  0: 50.16    |  1: 54.25    |  2: 36.17   
[Batch: 0304/0600] mIoU: 46.96  |  FB-IoU: 62.86 |  0: 50.46    |  1: 54.25    |  2: 36.17   
[Batch: 0305/0600] mIoU: 46.98  |  FB-IoU: 62.89 |  0: 50.46    |  1: 54.31    |  2: 36.17   
[Batch: 0306/0600] mIoU: 46.81  |  FB-IoU: 62.67 |  0: 50.46    |  1: 54.31    |  2: 35.67   
[Batch: 0307/0600] mIoU: 46.82  |  FB-IoU: 62.72 |  0: 50.48    |  1: 54.31    |  2: 35.67   
[Batch: 0308/0600] mIoU: 46.94  |  FB-IoU: 62.83 |  0: 50.48    |  1: 54.67    |  2: 35.67   
[Batch: 0309/0600] mIoU: 46.97  |  FB-IoU: 62.85 |  0: 50.48    |  1: 54.67    |  2: 35.77   
[Batch: 0310/0600] mIoU: 47.10  |  FB-IoU: 62.93 |  0: 50.86    |  1: 54.67    |  2: 35.77   
[Batch: 0311/0600] mIoU: 47.09  |  FB-IoU: 62.95 |  0: 50.86    |  1: 54.63    |  2: 35.77   
[Batch: 0312/0600] mIoU: 47.06  |  FB-IoU: 62.93 |  0: 50.86    |  1: 54.63    |  2: 35.70   
[Batch: 0313/0600] mIoU: 46.92  |  FB-IoU: 62.86 |  0: 50.45    |  1: 54.63    |  2: 35.70   
[Batch: 0314/0600] mIoU: 46.95  |  FB-IoU: 62.92 |  0: 50.45    |  1: 54.70    |  2: 35.70   
[Batch: 0315/0600] mIoU: 46.84  |  FB-IoU: 62.79 |  0: 50.45    |  1: 54.70    |  2: 35.38   
[Batch: 0316/0600] mIoU: 46.86  |  FB-IoU: 62.83 |  0: 50.50    |  1: 54.70    |  2: 35.38   
[Batch: 0317/0600] mIoU: 46.79  |  FB-IoU: 62.77 |  0: 50.50    |  1: 54.51    |  2: 35.38   
[Batch: 0318/0600] mIoU: 46.80  |  FB-IoU: 62.76 |  0: 50.50    |  1: 54.51    |  2: 35.41   
[Batch: 0319/0600] mIoU: 46.88  |  FB-IoU: 62.81 |  0: 50.72    |  1: 54.51    |  2: 35.41   
[Batch: 0320/0600] mIoU: 46.99  |  FB-IoU: 62.92 |  0: 50.72    |  1: 54.85    |  2: 35.41   
[Batch: 0321/0600] mIoU: 47.08  |  FB-IoU: 62.92 |  0: 50.72    |  1: 54.85    |  2: 35.67   
[Batch: 0322/0600] mIoU: 47.04  |  FB-IoU: 62.93 |  0: 50.61    |  1: 54.85    |  2: 35.67   
[Batch: 0323/0600] mIoU: 47.08  |  FB-IoU: 62.98 |  0: 50.61    |  1: 54.97    |  2: 35.67   
[Batch: 0324/0600] mIoU: 47.28  |  FB-IoU: 63.03 |  0: 50.61    |  1: 54.97    |  2: 36.28   
[Batch: 0325/0600] mIoU: 47.29  |  FB-IoU: 63.07 |  0: 50.63    |  1: 54.97    |  2: 36.28   
[Batch: 0326/0600] mIoU: 47.34  |  FB-IoU: 63.13 |  0: 50.63    |  1: 55.12    |  2: 36.28   
[Batch: 0327/0600] mIoU: 47.13  |  FB-IoU: 62.88 |  0: 50.63    |  1: 55.12    |  2: 35.63   
[Batch: 0328/0600] mIoU: 47.22  |  FB-IoU: 62.94 |  0: 50.91    |  1: 55.12    |  2: 35.63   
[Batch: 0329/0600] mIoU: 47.26  |  FB-IoU: 63.00 |  0: 50.91    |  1: 55.22    |  2: 35.63   
[Batch: 0330/0600] mIoU: 47.39  |  FB-IoU: 63.07 |  0: 50.91    |  1: 55.22    |  2: 36.03   
[Batch: 0331/0600] mIoU: 47.13  |  FB-IoU: 62.92 |  0: 50.15    |  1: 55.22    |  2: 36.03   
[Batch: 0332/0600] mIoU: 47.08  |  FB-IoU: 62.90 |  0: 50.15    |  1: 55.08    |  2: 36.03   
[Batch: 0333/0600] mIoU: 47.04  |  FB-IoU: 62.83 |  0: 50.15    |  1: 55.08    |  2: 35.89   
[Batch: 0334/0600] mIoU: 47.07  |  FB-IoU: 62.84 |  0: 50.23    |  1: 55.08    |  2: 35.89   
[Batch: 0335/0600] mIoU: 47.06  |  FB-IoU: 62.85 |  0: 50.23    |  1: 55.06    |  2: 35.89   
[Batch: 0336/0600] mIoU: 46.92  |  FB-IoU: 62.70 |  0: 50.23    |  1: 55.06    |  2: 35.45   
[Batch: 0337/0600] mIoU: 47.02  |  FB-IoU: 62.77 |  0: 50.53    |  1: 55.06    |  2: 35.45   
[Batch: 0338/0600] mIoU: 47.02  |  FB-IoU: 62.81 |  0: 50.53    |  1: 55.08    |  2: 35.45   
[Batch: 0339/0600] mIoU: 46.97  |  FB-IoU: 62.74 |  0: 50.53    |  1: 55.08    |  2: 35.29   
[Batch: 0340/0600] mIoU: 47.17  |  FB-IoU: 62.84 |  0: 51.15    |  1: 55.08    |  2: 35.29   
[Batch: 0341/0600] mIoU: 47.25  |  FB-IoU: 62.90 |  0: 51.15    |  1: 55.31    |  2: 35.29   
[Batch: 0342/0600] mIoU: 47.26  |  FB-IoU: 62.82 |  0: 51.15    |  1: 55.31    |  2: 35.31   
[Batch: 0343/0600] mIoU: 47.39  |  FB-IoU: 62.88 |  0: 51.55    |  1: 55.31    |  2: 35.31   
[Batch: 0344/0600] mIoU: 47.40  |  FB-IoU: 62.91 |  0: 51.55    |  1: 55.35    |  2: 35.31   
[Batch: 0345/0600] mIoU: 47.56  |  FB-IoU: 62.92 |  0: 51.55    |  1: 55.35    |  2: 35.79   
[Batch: 0346/0600] mIoU: 47.82  |  FB-IoU: 63.03 |  0: 52.31    |  1: 55.35    |  2: 35.79   
[Batch: 0347/0600] mIoU: 47.85  |  FB-IoU: 63.08 |  0: 52.31    |  1: 55.44    |  2: 35.79   
[Batch: 0348/0600] mIoU: 47.91  |  FB-IoU: 63.09 |  0: 52.31    |  1: 55.44    |  2: 35.98   
[Batch: 0349/0600] mIoU: 47.92  |  FB-IoU: 63.13 |  0: 52.35    |  1: 55.44    |  2: 35.98   
[Batch: 0350/0600] mIoU: 47.61  |  FB-IoU: 62.84 |  0: 52.35    |  1: 54.50    |  2: 35.98   
[Batch: 0351/0600] mIoU: 47.58  |  FB-IoU: 62.85 |  0: 52.35    |  1: 54.50    |  2: 35.89   
[Batch: 0352/0600] mIoU: 47.80  |  FB-IoU: 62.95 |  0: 52.99    |  1: 54.50    |  2: 35.89   
[Batch: 0353/0600] mIoU: 47.81  |  FB-IoU: 62.97 |  0: 52.99    |  1: 54.54    |  2: 35.89   
[Batch: 0354/0600] mIoU: 47.91  |  FB-IoU: 63.01 |  0: 52.99    |  1: 54.54    |  2: 36.21   
[Batch: 0355/0600] mIoU: 47.93  |  FB-IoU: 63.03 |  0: 53.04    |  1: 54.54    |  2: 36.21   
[Batch: 0356/0600] mIoU: 47.99  |  FB-IoU: 63.09 |  0: 53.04    |  1: 54.72    |  2: 36.21   
[Batch: 0357/0600] mIoU: 47.99  |  FB-IoU: 63.06 |  0: 53.04    |  1: 54.72    |  2: 36.22   
[Batch: 0358/0600] mIoU: 48.00  |  FB-IoU: 63.09 |  0: 53.05    |  1: 54.72    |  2: 36.22   
[Batch: 0359/0600] mIoU: 48.01  |  FB-IoU: 63.13 |  0: 53.05    |  1: 54.76    |  2: 36.22   
[Batch: 0360/0600] mIoU: 48.27  |  FB-IoU: 63.22 |  0: 53.05    |  1: 54.76    |  2: 36.99   
[Batch: 0361/0600] mIoU: 48.30  |  FB-IoU: 63.27 |  0: 53.15    |  1: 54.76    |  2: 36.99   
[Batch: 0362/0600] mIoU: 48.32  |  FB-IoU: 63.31 |  0: 53.15    |  1: 54.81    |  2: 36.99   
[Batch: 0363/0600] mIoU: 48.18  |  FB-IoU: 63.09 |  0: 53.15    |  1: 54.81    |  2: 36.57   
[Batch: 0364/0600] mIoU: 48.15  |  FB-IoU: 63.10 |  0: 53.05    |  1: 54.81    |  2: 36.57   
[Batch: 0365/0600] mIoU: 48.18  |  FB-IoU: 63.14 |  0: 53.05    |  1: 54.90    |  2: 36.57   
[Batch: 0366/0600] mIoU: 48.20  |  FB-IoU: 63.17 |  0: 53.05    |  1: 54.90    |  2: 36.65   
[Batch: 0367/0600] mIoU: 48.35  |  FB-IoU: 63.24 |  0: 53.48    |  1: 54.90    |  2: 36.65   
[Batch: 0368/0600] mIoU: 48.28  |  FB-IoU: 63.18 |  0: 53.48    |  1: 54.70    |  2: 36.65   
[Batch: 0369/0600] mIoU: 48.36  |  FB-IoU: 63.23 |  0: 53.48    |  1: 54.70    |  2: 36.91   
[Batch: 0370/0600] mIoU: 48.46  |  FB-IoU: 63.29 |  0: 53.77    |  1: 54.70    |  2: 36.91   
[Batch: 0371/0600] mIoU: 48.52  |  FB-IoU: 63.35 |  0: 53.77    |  1: 54.88    |  2: 36.91   
[Batch: 0372/0600] mIoU: 48.67  |  FB-IoU: 63.39 |  0: 53.77    |  1: 54.88    |  2: 37.36   
[Batch: 0373/0600] mIoU: 48.27  |  FB-IoU: 63.15 |  0: 52.56    |  1: 54.88    |  2: 37.36   
[Batch: 0374/0600] mIoU: 48.28  |  FB-IoU: 63.16 |  0: 52.56    |  1: 54.91    |  2: 37.36   
[Batch: 0375/0600] mIoU: 48.37  |  FB-IoU: 63.22 |  0: 52.56    |  1: 54.91    |  2: 37.63   
[Batch: 0376/0600] mIoU: 48.45  |  FB-IoU: 63.27 |  0: 52.81    |  1: 54.91    |  2: 37.63   
[Batch: 0377/0600] mIoU: 48.49  |  FB-IoU: 63.30 |  0: 52.81    |  1: 55.04    |  2: 37.63   
[Batch: 0378/0600] mIoU: 48.45  |  FB-IoU: 63.28 |  0: 52.81    |  1: 55.04    |  2: 37.50   
[Batch: 0379/0600] mIoU: 48.56  |  FB-IoU: 63.31 |  0: 53.13    |  1: 55.04    |  2: 37.50   
[Batch: 0380/0600] mIoU: 48.52  |  FB-IoU: 63.28 |  0: 53.13    |  1: 54.94    |  2: 37.50   
[Batch: 0381/0600] mIoU: 48.57  |  FB-IoU: 63.32 |  0: 53.13    |  1: 54.94    |  2: 37.63   
[Batch: 0382/0600] mIoU: 48.63  |  FB-IoU: 63.37 |  0: 53.31    |  1: 54.94    |  2: 37.63   
[Batch: 0383/0600] mIoU: 48.68  |  FB-IoU: 63.42 |  0: 53.31    |  1: 55.09    |  2: 37.63   
[Batch: 0384/0600] mIoU: 48.82  |  FB-IoU: 63.46 |  0: 53.31    |  1: 55.09    |  2: 38.07   
[Batch: 0385/0600] mIoU: 48.90  |  FB-IoU: 63.51 |  0: 53.53    |  1: 55.09    |  2: 38.07   
[Batch: 0386/0600] mIoU: 48.92  |  FB-IoU: 63.54 |  0: 53.53    |  1: 55.15    |  2: 38.07   
[Batch: 0387/0600] mIoU: 48.93  |  FB-IoU: 63.56 |  0: 53.53    |  1: 55.15    |  2: 38.11   
[Batch: 0388/0600] mIoU: 48.92  |  FB-IoU: 63.58 |  0: 53.51    |  1: 55.15    |  2: 38.11   
[Batch: 0389/0600] mIoU: 48.93  |  FB-IoU: 63.62 |  0: 53.51    |  1: 55.16    |  2: 38.11   
[Batch: 0390/0600] mIoU: 48.92  |  FB-IoU: 63.62 |  0: 53.51    |  1: 55.16    |  2: 38.09   
[Batch: 0391/0600] mIoU: 49.05  |  FB-IoU: 63.69 |  0: 53.89    |  1: 55.16    |  2: 38.09   
[Batch: 0392/0600] mIoU: 49.06  |  FB-IoU: 63.73 |  0: 53.89    |  1: 55.18    |  2: 38.09   
[Batch: 0393/0600] mIoU: 49.02  |  FB-IoU: 63.70 |  0: 53.89    |  1: 55.18    |  2: 37.97   
[Batch: 0394/0600] mIoU: 49.06  |  FB-IoU: 63.74 |  0: 54.04    |  1: 55.18    |  2: 37.97   
[Batch: 0395/0600] mIoU: 49.09  |  FB-IoU: 63.76 |  0: 54.04    |  1: 55.26    |  2: 37.97   
[Batch: 0396/0600] mIoU: 49.10  |  FB-IoU: 63.77 |  0: 54.04    |  1: 55.26    |  2: 38.00   
[Batch: 0397/0600] mIoU: 49.12  |  FB-IoU: 63.80 |  0: 54.11    |  1: 55.26    |  2: 38.00   
[Batch: 0398/0600] mIoU: 49.09  |  FB-IoU: 63.74 |  0: 54.11    |  1: 55.16    |  2: 38.00   
[Batch: 0399/0600] mIoU: 49.16  |  FB-IoU: 63.79 |  0: 54.11    |  1: 55.16    |  2: 38.21   
[Batch: 0400/0600] mIoU: 49.17  |  FB-IoU: 63.81 |  0: 54.13    |  1: 55.16    |  2: 38.21   
[Batch: 0401/0600] mIoU: 49.06  |  FB-IoU: 63.73 |  0: 54.13    |  1: 54.83    |  2: 38.21   
[Batch: 0402/0600] mIoU: 49.12  |  FB-IoU: 63.71 |  0: 54.13    |  1: 54.83    |  2: 38.39   
[Batch: 0403/0600] mIoU: 49.12  |  FB-IoU: 63.74 |  0: 54.15    |  1: 54.83    |  2: 38.39   
[Batch: 0404/0600] mIoU: 49.16  |  FB-IoU: 63.77 |  0: 54.15    |  1: 54.94    |  2: 38.39   
[Batch: 0405/0600] mIoU: 49.19  |  FB-IoU: 63.79 |  0: 54.15    |  1: 54.94    |  2: 38.50   
[Batch: 0406/0600] mIoU: 49.22  |  FB-IoU: 63.82 |  0: 54.22    |  1: 54.94    |  2: 38.50   
[Batch: 0407/0600] mIoU: 49.23  |  FB-IoU: 63.86 |  0: 54.22    |  1: 54.98    |  2: 38.50   
[Batch: 0408/0600] mIoU: 49.08  |  FB-IoU: 63.68 |  0: 54.22    |  1: 54.98    |  2: 38.04   
[Batch: 0409/0600] mIoU: 48.82  |  FB-IoU: 63.52 |  0: 53.45    |  1: 54.98    |  2: 38.04   
[Batch: 0410/0600] mIoU: 48.78  |  FB-IoU: 63.48 |  0: 53.45    |  1: 54.85    |  2: 38.04   
[Batch: 0411/0600] mIoU: 48.75  |  FB-IoU: 63.48 |  0: 53.45    |  1: 54.85    |  2: 37.95   
[Batch: 0412/0600] mIoU: 48.76  |  FB-IoU: 63.51 |  0: 53.49    |  1: 54.85    |  2: 37.95   
[Batch: 0413/0600] mIoU: 48.87  |  FB-IoU: 63.60 |  0: 53.49    |  1: 55.19    |  2: 37.95   
[Batch: 0414/0600] mIoU: 48.82  |  FB-IoU: 63.48 |  0: 53.49    |  1: 55.19    |  2: 37.79   
[Batch: 0415/0600] mIoU: 48.86  |  FB-IoU: 63.52 |  0: 53.61    |  1: 55.19    |  2: 37.79   
[Batch: 0416/0600] mIoU: 48.88  |  FB-IoU: 63.55 |  0: 53.61    |  1: 55.24    |  2: 37.79   
[Batch: 0417/0600] mIoU: 48.84  |  FB-IoU: 63.53 |  0: 53.61    |  1: 55.24    |  2: 37.67   
[Batch: 0418/0600] mIoU: 48.87  |  FB-IoU: 63.56 |  0: 53.70    |  1: 55.24    |  2: 37.67   
[Batch: 0419/0600] mIoU: 48.80  |  FB-IoU: 63.51 |  0: 53.70    |  1: 55.03    |  2: 37.67   
[Batch: 0420/0600] mIoU: 48.64  |  FB-IoU: 63.35 |  0: 53.70    |  1: 55.03    |  2: 37.20   
[Batch: 0421/0600] mIoU: 48.61  |  FB-IoU: 63.34 |  0: 53.61    |  1: 55.03    |  2: 37.20   
[Batch: 0422/0600] mIoU: 48.65  |  FB-IoU: 63.39 |  0: 53.61    |  1: 55.13    |  2: 37.20   
[Batch: 0423/0600] mIoU: 48.59  |  FB-IoU: 63.35 |  0: 53.61    |  1: 55.13    |  2: 37.03   
[Batch: 0424/0600] mIoU: 48.68  |  FB-IoU: 63.41 |  0: 53.89    |  1: 55.13    |  2: 37.03   
[Batch: 0425/0600] mIoU: 48.70  |  FB-IoU: 63.45 |  0: 53.89    |  1: 55.19    |  2: 37.03   
[Batch: 0426/0600] mIoU: 48.70  |  FB-IoU: 63.42 |  0: 53.89    |  1: 55.19    |  2: 37.03   
[Batch: 0427/0600] mIoU: 48.87  |  FB-IoU: 63.50 |  0: 54.38    |  1: 55.19    |  2: 37.03   
[Batch: 0428/0600] mIoU: 48.88  |  FB-IoU: 63.53 |  0: 54.38    |  1: 55.24    |  2: 37.03   
[Batch: 0429/0600] mIoU: 48.90  |  FB-IoU: 63.56 |  0: 54.38    |  1: 55.24    |  2: 37.09   
[Batch: 0430/0600] mIoU: 49.00  |  FB-IoU: 63.62 |  0: 54.67    |  1: 55.24    |  2: 37.09   
[Batch: 0431/0600] mIoU: 48.99  |  FB-IoU: 63.63 |  0: 54.67    |  1: 55.22    |  2: 37.09   
[Batch: 0432/0600] mIoU: 48.97  |  FB-IoU: 63.62 |  0: 54.67    |  1: 55.22    |  2: 37.03   
[Batch: 0433/0600] mIoU: 48.98  |  FB-IoU: 63.65 |  0: 54.68    |  1: 55.22    |  2: 37.03   
[Batch: 0434/0600] mIoU: 48.99  |  FB-IoU: 63.68 |  0: 54.68    |  1: 55.28    |  2: 37.03   
[Batch: 0435/0600] mIoU: 49.08  |  FB-IoU: 63.72 |  0: 54.68    |  1: 55.28    |  2: 37.28   
[Batch: 0436/0600] mIoU: 49.06  |  FB-IoU: 63.74 |  0: 54.63    |  1: 55.28    |  2: 37.28   
[Batch: 0437/0600] mIoU: 49.09  |  FB-IoU: 63.79 |  0: 54.63    |  1: 55.37    |  2: 37.28   
[Batch: 0438/0600] mIoU: 49.05  |  FB-IoU: 63.76 |  0: 54.63    |  1: 55.37    |  2: 37.16   
[Batch: 0439/0600] mIoU: 48.66  |  FB-IoU: 63.51 |  0: 53.45    |  1: 55.37    |  2: 37.16   
[Batch: 0440/0600] mIoU: 48.57  |  FB-IoU: 63.44 |  0: 53.45    |  1: 55.09    |  2: 37.16   
[Batch: 0441/0600] mIoU: 48.59  |  FB-IoU: 63.48 |  0: 53.45    |  1: 55.09    |  2: 37.23   
[Batch: 0442/0600] mIoU: 48.32  |  FB-IoU: 63.31 |  0: 52.64    |  1: 55.09    |  2: 37.23   
[Batch: 0443/0600] mIoU: 48.34  |  FB-IoU: 63.35 |  0: 52.64    |  1: 55.16    |  2: 37.23   
[Batch: 0444/0600] mIoU: 48.35  |  FB-IoU: 63.38 |  0: 52.64    |  1: 55.16    |  2: 37.23   
[Batch: 0445/0600] mIoU: 48.23  |  FB-IoU: 63.32 |  0: 52.31    |  1: 55.16    |  2: 37.23   
[Batch: 0446/0600] mIoU: 48.22  |  FB-IoU: 63.32 |  0: 52.31    |  1: 55.11    |  2: 37.23   
[Batch: 0447/0600] mIoU: 48.22  |  FB-IoU: 63.33 |  0: 52.31    |  1: 55.11    |  2: 37.25   
[Batch: 0448/0600] mIoU: 48.20  |  FB-IoU: 63.34 |  0: 52.26    |  1: 55.11    |  2: 37.25   
[Batch: 0449/0600] mIoU: 48.25  |  FB-IoU: 63.35 |  0: 52.26    |  1: 55.25    |  2: 37.25   
[Batch: 0450/0600] mIoU: 48.28  |  FB-IoU: 63.39 |  0: 52.26    |  1: 55.25    |  2: 37.34   
[Batch: 0451/0600] mIoU: 48.28  |  FB-IoU: 63.41 |  0: 52.25    |  1: 55.25    |  2: 37.34   
[Batch: 0452/0600] mIoU: 48.35  |  FB-IoU: 63.48 |  0: 52.25    |  1: 55.46    |  2: 37.34   
[Batch: 0453/0600] mIoU: 48.23  |  FB-IoU: 63.30 |  0: 52.25    |  1: 55.46    |  2: 36.99   
[Batch: 0454/0600] mIoU: 48.27  |  FB-IoU: 63.34 |  0: 52.35    |  1: 55.46    |  2: 36.99   
[Batch: 0455/0600] mIoU: 48.35  |  FB-IoU: 63.41 |  0: 52.35    |  1: 55.71    |  2: 36.99   
[Batch: 0456/0600] mIoU: 48.38  |  FB-IoU: 63.44 |  0: 52.35    |  1: 55.71    |  2: 37.08   
[Batch: 0457/0600] mIoU: 48.53  |  FB-IoU: 63.50 |  0: 52.81    |  1: 55.71    |  2: 37.08   
[Batch: 0458/0600] mIoU: 48.57  |  FB-IoU: 63.53 |  0: 52.81    |  1: 55.81    |  2: 37.08   
[Batch: 0459/0600] mIoU: 48.37  |  FB-IoU: 63.31 |  0: 52.81    |  1: 55.81    |  2: 36.50   
[Batch: 0460/0600] mIoU: 48.39  |  FB-IoU: 63.30 |  0: 52.87    |  1: 55.81    |  2: 36.50   
[Batch: 0461/0600] mIoU: 48.28  |  FB-IoU: 63.21 |  0: 52.87    |  1: 55.46    |  2: 36.50   
[Batch: 0462/0600] mIoU: 48.33  |  FB-IoU: 63.25 |  0: 52.87    |  1: 55.46    |  2: 36.67   
[Batch: 0463/0600] mIoU: 48.35  |  FB-IoU: 63.28 |  0: 52.92    |  1: 55.46    |  2: 36.67   
[Batch: 0464/0600] mIoU: 48.41  |  FB-IoU: 63.34 |  0: 52.92    |  1: 55.63    |  2: 36.67   
[Batch: 0465/0600] mIoU: 48.52  |  FB-IoU: 63.32 |  0: 52.92    |  1: 55.63    |  2: 37.01   
[Batch: 0466/0600] mIoU: 48.56  |  FB-IoU: 63.36 |  0: 53.05    |  1: 55.63    |  2: 37.01   
[Batch: 0467/0600] mIoU: 48.58  |  FB-IoU: 63.39 |  0: 53.05    |  1: 55.68    |  2: 37.01   
[Batch: 0468/0600] mIoU: 48.60  |  FB-IoU: 63.42 |  0: 53.05    |  1: 55.68    |  2: 37.06   
[Batch: 0469/0600] mIoU: 48.60  |  FB-IoU: 63.44 |  0: 53.04    |  1: 55.68    |  2: 37.06   
[Batch: 0470/0600] mIoU: 48.62  |  FB-IoU: 63.48 |  0: 53.04    |  1: 55.75    |  2: 37.06   
[Batch: 0471/0600] mIoU: 48.65  |  FB-IoU: 63.51 |  0: 53.04    |  1: 55.75    |  2: 37.15   
[Batch: 0472/0600] mIoU: 48.65  |  FB-IoU: 63.54 |  0: 53.07    |  1: 55.75    |  2: 37.15   
[Batch: 0473/0600] mIoU: 48.65  |  FB-IoU: 63.56 |  0: 53.07    |  1: 55.75    |  2: 37.15   
[Batch: 0474/0600] mIoU: 48.72  |  FB-IoU: 63.60 |  0: 53.07    |  1: 55.75    |  2: 37.34   
[Batch: 0475/0600] mIoU: 48.72  |  FB-IoU: 63.62 |  0: 53.07    |  1: 55.75    |  2: 37.34   
[Batch: 0476/0600] mIoU: 48.75  |  FB-IoU: 63.67 |  0: 53.07    |  1: 55.84    |  2: 37.34   
[Batch: 0477/0600] mIoU: 48.71  |  FB-IoU: 63.63 |  0: 53.07    |  1: 55.84    |  2: 37.21   
[Batch: 0478/0600] mIoU: 48.70  |  FB-IoU: 63.64 |  0: 53.04    |  1: 55.84    |  2: 37.21   
[Batch: 0479/0600] mIoU: 48.79  |  FB-IoU: 63.69 |  0: 53.04    |  1: 56.11    |  2: 37.21   
[Batch: 0480/0600] mIoU: 48.77  |  FB-IoU: 63.71 |  0: 53.04    |  1: 56.11    |  2: 37.17   
[Batch: 0481/0600] mIoU: 48.76  |  FB-IoU: 63.72 |  0: 53.00    |  1: 56.11    |  2: 37.17   
[Batch: 0482/0600] mIoU: 48.77  |  FB-IoU: 63.72 |  0: 53.00    |  1: 56.14    |  2: 37.17   
[Batch: 0483/0600] mIoU: 48.85  |  FB-IoU: 63.73 |  0: 53.00    |  1: 56.14    |  2: 37.40   
[Batch: 0484/0600] mIoU: 48.93  |  FB-IoU: 63.78 |  0: 53.26    |  1: 56.14    |  2: 37.40   
[Batch: 0485/0600] mIoU: 48.96  |  FB-IoU: 63.80 |  0: 53.26    |  1: 56.21    |  2: 37.40   
[Batch: 0486/0600] mIoU: 48.94  |  FB-IoU: 63.81 |  0: 53.26    |  1: 56.21    |  2: 37.35   
[Batch: 0487/0600] mIoU: 48.94  |  FB-IoU: 63.83 |  0: 53.26    |  1: 56.21    |  2: 37.35   
[Batch: 0488/0600] mIoU: 48.90  |  FB-IoU: 63.82 |  0: 53.26    |  1: 56.10    |  2: 37.35   
[Batch: 0489/0600] mIoU: 48.91  |  FB-IoU: 63.82 |  0: 53.26    |  1: 56.10    |  2: 37.37   
[Batch: 0490/0600] mIoU: 48.65  |  FB-IoU: 63.66 |  0: 52.48    |  1: 56.10    |  2: 37.37   
[Batch: 0491/0600] mIoU: 48.59  |  FB-IoU: 63.63 |  0: 52.48    |  1: 55.93    |  2: 37.37   
[Batch: 0492/0600] mIoU: 48.58  |  FB-IoU: 63.63 |  0: 52.48    |  1: 55.93    |  2: 37.32   
[Batch: 0493/0600] mIoU: 48.57  |  FB-IoU: 63.65 |  0: 52.45    |  1: 55.93    |  2: 37.32   
[Batch: 0494/0600] mIoU: 48.60  |  FB-IoU: 63.68 |  0: 52.45    |  1: 56.01    |  2: 37.32   
[Batch: 0495/0600] mIoU: 48.59  |  FB-IoU: 63.69 |  0: 52.45    |  1: 56.01    |  2: 37.30   
[Batch: 0496/0600] mIoU: 48.60  |  FB-IoU: 63.72 |  0: 52.48    |  1: 56.01    |  2: 37.30   
[Batch: 0497/0600] mIoU: 48.70  |  FB-IoU: 63.79 |  0: 52.48    |  1: 56.31    |  2: 37.30   
[Batch: 0498/0600] mIoU: 48.66  |  FB-IoU: 63.77 |  0: 52.48    |  1: 56.31    |  2: 37.20   
[Batch: 0499/0600] mIoU: 48.73  |  FB-IoU: 63.82 |  0: 52.69    |  1: 56.31    |  2: 37.20   
[Batch: 0500/0600] mIoU: 48.75  |  FB-IoU: 63.85 |  0: 52.69    |  1: 56.36    |  2: 37.20   
[Batch: 0501/0600] mIoU: 48.81  |  FB-IoU: 63.88 |  0: 52.69    |  1: 56.36    |  2: 37.38   
[Batch: 0502/0600] mIoU: 48.82  |  FB-IoU: 63.90 |  0: 52.71    |  1: 56.36    |  2: 37.38   
[Batch: 0503/0600] mIoU: 48.81  |  FB-IoU: 63.90 |  0: 52.71    |  1: 56.35    |  2: 37.38   
[Batch: 0504/0600] mIoU: 48.92  |  FB-IoU: 63.95 |  0: 52.71    |  1: 56.35    |  2: 37.71   
[Batch: 0505/0600] mIoU: 48.95  |  FB-IoU: 63.99 |  0: 52.79    |  1: 56.35    |  2: 37.71   
[Batch: 0506/0600] mIoU: 48.78  |  FB-IoU: 63.84 |  0: 52.79    |  1: 55.84    |  2: 37.71   
[Batch: 0507/0600] mIoU: 48.75  |  FB-IoU: 63.80 |  0: 52.79    |  1: 55.84    |  2: 37.62   
[Batch: 0508/0600] mIoU: 48.70  |  FB-IoU: 63.78 |  0: 52.63    |  1: 55.84    |  2: 37.62   
[Batch: 0509/0600] mIoU: 48.56  |  FB-IoU: 63.67 |  0: 52.63    |  1: 55.43    |  2: 37.62   
[Batch: 0510/0600] mIoU: 48.66  |  FB-IoU: 63.67 |  0: 52.63    |  1: 55.43    |  2: 37.93   
[Batch: 0511/0600] mIoU: 48.68  |  FB-IoU: 63.70 |  0: 52.67    |  1: 55.43    |  2: 37.93   
[Batch: 0512/0600] mIoU: 48.68  |  FB-IoU: 63.72 |  0: 52.67    |  1: 55.45    |  2: 37.93   
[Batch: 0513/0600] mIoU: 48.69  |  FB-IoU: 63.75 |  0: 52.67    |  1: 55.45    |  2: 37.94   
[Batch: 0514/0600] mIoU: 48.69  |  FB-IoU: 63.77 |  0: 52.67    |  1: 55.45    |  2: 37.94   
[Batch: 0515/0600] mIoU: 48.53  |  FB-IoU: 63.63 |  0: 52.67    |  1: 54.96    |  2: 37.94   
[Batch: 0516/0600] mIoU: 48.66  |  FB-IoU: 63.66 |  0: 52.67    |  1: 54.96    |  2: 38.34   
[Batch: 0517/0600] mIoU: 48.64  |  FB-IoU: 63.65 |  0: 52.61    |  1: 54.96    |  2: 38.34   
[Batch: 0518/0600] mIoU: 48.68  |  FB-IoU: 63.68 |  0: 52.61    |  1: 55.09    |  2: 38.34   
[Batch: 0519/0600] mIoU: 48.69  |  FB-IoU: 63.71 |  0: 52.61    |  1: 55.09    |  2: 38.38   
[Batch: 0520/0600] mIoU: 48.71  |  FB-IoU: 63.73 |  0: 52.66    |  1: 55.09    |  2: 38.38   
[Batch: 0521/0600] mIoU: 48.72  |  FB-IoU: 63.74 |  0: 52.66    |  1: 55.12    |  2: 38.38   
[Batch: 0522/0600] mIoU: 48.70  |  FB-IoU: 63.74 |  0: 52.66    |  1: 55.12    |  2: 38.32   
[Batch: 0523/0600] mIoU: 48.75  |  FB-IoU: 63.78 |  0: 52.82    |  1: 55.12    |  2: 38.32   
[Batch: 0524/0600] mIoU: 48.77  |  FB-IoU: 63.81 |  0: 52.82    |  1: 55.16    |  2: 38.32   
[Batch: 0525/0600] mIoU: 48.77  |  FB-IoU: 63.83 |  0: 52.82    |  1: 55.16    |  2: 38.33   
[Batch: 0526/0600] mIoU: 48.82  |  FB-IoU: 63.87 |  0: 52.97    |  1: 55.16    |  2: 38.33   
[Batch: 0527/0600] mIoU: 48.83  |  FB-IoU: 63.90 |  0: 52.97    |  1: 55.20    |  2: 38.33   
[Batch: 0528/0600] mIoU: 48.87  |  FB-IoU: 63.91 |  0: 52.97    |  1: 55.20    |  2: 38.44   
[Batch: 0529/0600] mIoU: 48.86  |  FB-IoU: 63.92 |  0: 52.93    |  1: 55.20    |  2: 38.44   
[Batch: 0530/0600] mIoU: 48.92  |  FB-IoU: 63.97 |  0: 52.93    |  1: 55.38    |  2: 38.44   
[Batch: 0531/0600] mIoU: 48.87  |  FB-IoU: 63.94 |  0: 52.93    |  1: 55.38    |  2: 38.30   
[Batch: 0532/0600] mIoU: 48.90  |  FB-IoU: 63.98 |  0: 53.03    |  1: 55.38    |  2: 38.30   
[Batch: 0533/0600] mIoU: 48.93  |  FB-IoU: 64.01 |  0: 53.03    |  1: 55.45    |  2: 38.30   
[Batch: 0534/0600] mIoU: 48.89  |  FB-IoU: 63.96 |  0: 53.03    |  1: 55.45    |  2: 38.18   
[Batch: 0535/0600] mIoU: 48.88  |  FB-IoU: 63.96 |  0: 53.00    |  1: 55.45    |  2: 38.18   
[Batch: 0536/0600] mIoU: 48.81  |  FB-IoU: 63.91 |  0: 53.00    |  1: 55.24    |  2: 38.18   
[Batch: 0537/0600] mIoU: 48.83  |  FB-IoU: 63.92 |  0: 53.00    |  1: 55.24    |  2: 38.24   
[Batch: 0538/0600] mIoU: 48.85  |  FB-IoU: 63.94 |  0: 53.07    |  1: 55.24    |  2: 38.24   
[Batch: 0539/0600] mIoU: 48.83  |  FB-IoU: 63.94 |  0: 53.07    |  1: 55.18    |  2: 38.24   
[Batch: 0540/0600] mIoU: 48.85  |  FB-IoU: 63.96 |  0: 53.07    |  1: 55.18    |  2: 38.31   
[Batch: 0541/0600] mIoU: 48.85  |  FB-IoU: 63.96 |  0: 53.05    |  1: 55.18    |  2: 38.31   
[Batch: 0542/0600] mIoU: 48.89  |  FB-IoU: 64.00 |  0: 53.05    |  1: 55.33    |  2: 38.31   
[Batch: 0543/0600] mIoU: 48.97  |  FB-IoU: 64.04 |  0: 53.05    |  1: 55.33    |  2: 38.54   
[Batch: 0544/0600] mIoU: 49.01  |  FB-IoU: 64.07 |  0: 53.15    |  1: 55.33    |  2: 38.54   
[Batch: 0545/0600] mIoU: 49.09  |  FB-IoU: 64.14 |  0: 53.15    |  1: 55.57    |  2: 38.54   
[Batch: 0546/0600] mIoU: 49.09  |  FB-IoU: 64.15 |  0: 53.15    |  1: 55.57    |  2: 38.56   
[Batch: 0547/0600] mIoU: 49.10  |  FB-IoU: 64.17 |  0: 53.16    |  1: 55.57    |  2: 38.56   
[Batch: 0548/0600] mIoU: 49.04  |  FB-IoU: 64.12 |  0: 53.16    |  1: 55.39    |  2: 38.56   
[Batch: 0549/0600] mIoU: 48.94  |  FB-IoU: 64.02 |  0: 53.16    |  1: 55.39    |  2: 38.26   
[Batch: 0550/0600] mIoU: 48.91  |  FB-IoU: 64.02 |  0: 53.06    |  1: 55.39    |  2: 38.26   
[Batch: 0551/0600] mIoU: 48.91  |  FB-IoU: 64.05 |  0: 53.06    |  1: 55.41    |  2: 38.26   
[Batch: 0552/0600] mIoU: 48.92  |  FB-IoU: 64.07 |  0: 53.06    |  1: 55.41    |  2: 38.29   
[Batch: 0553/0600] mIoU: 49.00  |  FB-IoU: 64.11 |  0: 53.31    |  1: 55.41    |  2: 38.29   
[Batch: 0554/0600] mIoU: 48.97  |  FB-IoU: 64.08 |  0: 53.31    |  1: 55.30    |  2: 38.29   
[Batch: 0555/0600] mIoU: 48.97  |  FB-IoU: 64.10 |  0: 53.31    |  1: 55.30    |  2: 38.29   
[Batch: 0556/0600] mIoU: 49.05  |  FB-IoU: 64.14 |  0: 53.56    |  1: 55.30    |  2: 38.29   
[Batch: 0557/0600] mIoU: 49.01  |  FB-IoU: 64.12 |  0: 53.56    |  1: 55.17    |  2: 38.29   
[Batch: 0558/0600] mIoU: 48.89  |  FB-IoU: 63.98 |  0: 53.56    |  1: 55.17    |  2: 37.94   
[Batch: 0559/0600] mIoU: 48.97  |  FB-IoU: 64.02 |  0: 53.79    |  1: 55.17    |  2: 37.94   
[Batch: 0560/0600] mIoU: 48.99  |  FB-IoU: 64.04 |  0: 53.79    |  1: 55.23    |  2: 37.94   
[Batch: 0561/0600] mIoU: 49.00  |  FB-IoU: 64.06 |  0: 53.79    |  1: 55.23    |  2: 37.99   
[Batch: 0562/0600] mIoU: 49.02  |  FB-IoU: 64.09 |  0: 53.83    |  1: 55.23    |  2: 37.99   
[Batch: 0563/0600] mIoU: 48.99  |  FB-IoU: 64.06 |  0: 53.83    |  1: 55.14    |  2: 37.99   
[Batch: 0564/0600] mIoU: 49.01  |  FB-IoU: 64.06 |  0: 53.83    |  1: 55.14    |  2: 38.06   
[Batch: 0565/0600] mIoU: 49.02  |  FB-IoU: 64.08 |  0: 53.84    |  1: 55.14    |  2: 38.06   
[Batch: 0566/0600] mIoU: 48.92  |  FB-IoU: 63.99 |  0: 53.84    |  1: 54.85    |  2: 38.06   
[Batch: 0567/0600] mIoU: 48.93  |  FB-IoU: 64.00 |  0: 53.84    |  1: 54.85    |  2: 38.09   
[Batch: 0568/0600] mIoU: 48.93  |  FB-IoU: 64.02 |  0: 53.85    |  1: 54.85    |  2: 38.09   
[Batch: 0569/0600] mIoU: 48.93  |  FB-IoU: 64.05 |  0: 53.85    |  1: 54.86    |  2: 38.09   
[Batch: 0570/0600] mIoU: 48.94  |  FB-IoU: 64.07 |  0: 53.85    |  1: 54.86    |  2: 38.11   
[Batch: 0571/0600] mIoU: 48.95  |  FB-IoU: 64.09 |  0: 53.90    |  1: 54.86    |  2: 38.11   
[Batch: 0572/0600] mIoU: 48.96  |  FB-IoU: 64.08 |  0: 53.90    |  1: 54.87    |  2: 38.11   
[Batch: 0573/0600] mIoU: 48.82  |  FB-IoU: 63.95 |  0: 53.90    |  1: 54.87    |  2: 37.70   
[Batch: 0574/0600] mIoU: 48.86  |  FB-IoU: 63.98 |  0: 54.00    |  1: 54.87    |  2: 37.70   
[Batch: 0575/0600] mIoU: 48.77  |  FB-IoU: 63.91 |  0: 54.00    |  1: 54.63    |  2: 37.70   
[Batch: 0576/0600] mIoU: 48.69  |  FB-IoU: 63.82 |  0: 54.00    |  1: 54.63    |  2: 37.45   
[Batch: 0577/0600] mIoU: 48.69  |  FB-IoU: 63.85 |  0: 54.00    |  1: 54.63    |  2: 37.45   
[Batch: 0578/0600] mIoU: 48.60  |  FB-IoU: 63.75 |  0: 54.00    |  1: 54.36    |  2: 37.45   
[Batch: 0579/0600] mIoU: 48.53  |  FB-IoU: 63.68 |  0: 54.00    |  1: 54.36    |  2: 37.21   
[Batch: 0580/0600] mIoU: 48.51  |  FB-IoU: 63.68 |  0: 53.94    |  1: 54.36    |  2: 37.21   
[Batch: 0581/0600] mIoU: 48.54  |  FB-IoU: 63.72 |  0: 53.94    |  1: 54.46    |  2: 37.21   
[Batch: 0582/0600] mIoU: 48.58  |  FB-IoU: 63.72 |  0: 53.94    |  1: 54.46    |  2: 37.33   
[Batch: 0583/0600] mIoU: 48.57  |  FB-IoU: 63.74 |  0: 53.93    |  1: 54.46    |  2: 37.33   
[Batch: 0584/0600] mIoU: 48.61  |  FB-IoU: 63.78 |  0: 53.93    |  1: 54.58    |  2: 37.33   
[Batch: 0585/0600] mIoU: 48.62  |  FB-IoU: 63.77 |  0: 53.93    |  1: 54.58    |  2: 37.36   
[Batch: 0586/0600] mIoU: 48.72  |  FB-IoU: 63.82 |  0: 54.23    |  1: 54.58    |  2: 37.36   
[Batch: 0587/0600] mIoU: 48.71  |  FB-IoU: 63.80 |  0: 54.23    |  1: 54.55    |  2: 37.36   
[Batch: 0588/0600] mIoU: 48.72  |  FB-IoU: 63.81 |  0: 54.23    |  1: 54.55    |  2: 37.37   
[Batch: 0589/0600] mIoU: 48.77  |  FB-IoU: 63.85 |  0: 54.39    |  1: 54.55    |  2: 37.37   
[Batch: 0590/0600] mIoU: 48.71  |  FB-IoU: 63.81 |  0: 54.39    |  1: 54.35    |  2: 37.37   
[Batch: 0591/0600] mIoU: 48.75  |  FB-IoU: 63.84 |  0: 54.39    |  1: 54.35    |  2: 37.51   
[Batch: 0592/0600] mIoU: 48.76  |  FB-IoU: 63.86 |  0: 54.41    |  1: 54.35    |  2: 37.51   
[Batch: 0593/0600] mIoU: 48.68  |  FB-IoU: 63.80 |  0: 54.41    |  1: 54.13    |  2: 37.51   
[Batch: 0594/0600] mIoU: 48.75  |  FB-IoU: 63.84 |  0: 54.41    |  1: 54.13    |  2: 37.72   
[Batch: 0595/0600] mIoU: 48.75  |  FB-IoU: 63.86 |  0: 54.41    |  1: 54.13    |  2: 37.72   
[Batch: 0596/0600] mIoU: 48.76  |  FB-IoU: 63.88 |  0: 54.41    |  1: 54.14    |  2: 37.72   
[Batch: 0597/0600] mIoU: 48.69  |  FB-IoU: 63.82 |  0: 54.41    |  1: 54.14    |  2: 37.53   
[Batch: 0598/0600] mIoU: 48.69  |  FB-IoU: 63.84 |  0: 54.41    |  1: 54.14    |  2: 37.53   
[Batch: 0599/0600] mIoU: 48.74  |  FB-IoU: 63.87 |  0: 54.41    |  1: 54.28    |  2: 37.53   
[Batch: 0600/0600] mIoU: 48.69  |  FB-IoU: 63.83 |  0: 54.41    |  1: 54.28    |  2: 37.39   

*** Test [@Epoch 00] Avg L: 0.00000  mIoU: 48.69   FB-IoU: 63.83    |  0: 54.41    |  1: 54.28    |  2: 37.39   ***

Fold 0 mIoU: 48.69 	 FB-IoU: 63.83
==================== Finished Testing ====================
