
:=========== Few-shot Seg. with Matcher ===========
|             datapath: datasets                
|            benchmark: isic                    
|                  bsz: 1                       
|              nworker: 0                       
|                 fold: 0                       
|                nshot: 5                       
|             img_size: 1024                    
| use_original_imgsize: False                   
|             log_root: output/isic_5shot/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:  1.88  |  FB-IoU: 35.22 |  0:  5.64    |  1:  0.00    |  2:  0.00   
[Batch: 0002/0600] mIoU: 19.07  |  FB-IoU: 48.46 |  0:  5.64    |  1: 51.56    |  2:  0.00   
[Batch: 0003/0600] mIoU: 39.77  |  FB-IoU: 51.90 |  0:  5.64    |  1: 51.56    |  2: 62.09   
[Batch: 0004/0600] mIoU: 53.66  |  FB-IoU: 59.44 |  0: 47.32    |  1: 51.56    |  2: 62.09   
[Batch: 0005/0600] mIoU: 47.18  |  FB-IoU: 54.15 |  0: 47.32    |  1: 32.14    |  2: 62.09   
[Batch: 0006/0600] mIoU: 42.77  |  FB-IoU: 52.90 |  0: 47.32    |  1: 32.14    |  2: 48.87   
[Batch: 0007/0600] mIoU: 44.12  |  FB-IoU: 56.40 |  0: 51.35    |  1: 32.14    |  2: 48.87   
[Batch: 0008/0600] mIoU: 45.36  |  FB-IoU: 55.90 |  0: 51.35    |  1: 35.86    |  2: 48.87   
[Batch: 0009/0600] mIoU: 44.60  |  FB-IoU: 57.28 |  0: 51.35    |  1: 35.86    |  2: 46.58   
[Batch: 0010/0600] mIoU: 46.63  |  FB-IoU: 59.51 |  0: 57.45    |  1: 35.86    |  2: 46.58   
[Batch: 0011/0600] mIoU: 50.46  |  FB-IoU: 61.93 |  0: 57.45    |  1: 47.36    |  2: 46.58   
[Batch: 0012/0600] mIoU: 51.90  |  FB-IoU: 63.63 |  0: 57.45    |  1: 47.36    |  2: 50.88   
[Batch: 0013/0600] mIoU: 51.18  |  FB-IoU: 64.27 |  0: 55.30    |  1: 47.36    |  2: 50.88   
[Batch: 0014/0600] mIoU: 52.95  |  FB-IoU: 65.39 |  0: 55.30    |  1: 52.68    |  2: 50.88   
[Batch: 0015/0600] mIoU: 55.71  |  FB-IoU: 66.77 |  0: 55.30    |  1: 52.68    |  2: 59.16   
[Batch: 0016/0600] mIoU: 57.47  |  FB-IoU: 67.81 |  0: 60.57    |  1: 52.68    |  2: 59.16   
[Batch: 0017/0600] mIoU: 58.89  |  FB-IoU: 69.10 |  0: 60.57    |  1: 56.95    |  2: 59.16   
[Batch: 0018/0600] mIoU: 59.57  |  FB-IoU: 70.01 |  0: 60.57    |  1: 56.95    |  2: 61.20   
[Batch: 0019/0600] mIoU: 59.03  |  FB-IoU: 70.31 |  0: 58.94    |  1: 56.95    |  2: 61.20   
[Batch: 0020/0600] mIoU: 59.59  |  FB-IoU: 70.55 |  0: 58.94    |  1: 58.63    |  2: 61.20   
[Batch: 0021/0600] mIoU: 58.86  |  FB-IoU: 70.44 |  0: 58.94    |  1: 58.63    |  2: 59.02   
[Batch: 0022/0600] mIoU: 54.50  |  FB-IoU: 67.51 |  0: 45.87    |  1: 58.63    |  2: 59.02   
[Batch: 0023/0600] mIoU: 55.35  |  FB-IoU: 67.81 |  0: 45.87    |  1: 61.16    |  2: 59.02   
[Batch: 0024/0600] mIoU: 55.16  |  FB-IoU: 68.05 |  0: 45.87    |  1: 61.16    |  2: 58.44   
[Batch: 0025/0600] mIoU: 56.40  |  FB-IoU: 68.74 |  0: 49.60    |  1: 61.16    |  2: 58.44   
[Batch: 0026/0600] mIoU: 56.30  |  FB-IoU: 68.80 |  0: 49.60    |  1: 60.86    |  2: 58.44   
[Batch: 0027/0600] mIoU: 56.13  |  FB-IoU: 68.88 |  0: 49.60    |  1: 60.86    |  2: 57.92   
[Batch: 0028/0600] mIoU: 58.91  |  FB-IoU: 69.90 |  0: 57.97    |  1: 60.86    |  2: 57.92   
[Batch: 0029/0600] mIoU: 57.75  |  FB-IoU: 68.83 |  0: 57.97    |  1: 57.38    |  2: 57.92   
[Batch: 0030/0600] mIoU: 54.21  |  FB-IoU: 66.19 |  0: 57.97    |  1: 57.38    |  2: 47.27   
[Batch: 0031/0600] mIoU: 55.27  |  FB-IoU: 66.91 |  0: 61.17    |  1: 57.38    |  2: 47.27   
[Batch: 0032/0600] mIoU: 55.56  |  FB-IoU: 67.32 |  0: 61.17    |  1: 58.23    |  2: 47.27   
[Batch: 0033/0600] mIoU: 55.34  |  FB-IoU: 67.13 |  0: 61.17    |  1: 58.23    |  2: 46.62   
[Batch: 0034/0600] mIoU: 55.38  |  FB-IoU: 67.53 |  0: 61.29    |  1: 58.23    |  2: 46.62   
[Batch: 0035/0600] mIoU: 55.63  |  FB-IoU: 67.46 |  0: 61.29    |  1: 58.98    |  2: 46.62   
[Batch: 0036/0600] mIoU: 55.44  |  FB-IoU: 67.45 |  0: 61.29    |  1: 58.98    |  2: 46.06   
[Batch: 0037/0600] mIoU: 55.87  |  FB-IoU: 67.82 |  0: 62.58    |  1: 58.98    |  2: 46.06   
[Batch: 0038/0600] mIoU: 55.47  |  FB-IoU: 67.55 |  0: 62.58    |  1: 57.78    |  2: 46.06   
[Batch: 0039/0600] mIoU: 54.71  |  FB-IoU: 67.07 |  0: 62.58    |  1: 57.78    |  2: 43.77   
[Batch: 0040/0600] mIoU: 53.36  |  FB-IoU: 66.36 |  0: 58.53    |  1: 57.78    |  2: 43.77   
[Batch: 0041/0600] mIoU: 51.62  |  FB-IoU: 64.56 |  0: 58.53    |  1: 52.58    |  2: 43.77   
[Batch: 0042/0600] mIoU: 51.90  |  FB-IoU: 64.75 |  0: 58.53    |  1: 52.58    |  2: 44.58   
[Batch: 0043/0600] mIoU: 52.38  |  FB-IoU: 65.20 |  0: 59.99    |  1: 52.58    |  2: 44.58   
[Batch: 0044/0600] mIoU: 52.28  |  FB-IoU: 65.25 |  0: 59.99    |  1: 52.26    |  2: 44.58   
[Batch: 0045/0600] mIoU: 52.15  |  FB-IoU: 65.36 |  0: 59.99    |  1: 52.26    |  2: 44.20   
[Batch: 0046/0600] mIoU: 52.07  |  FB-IoU: 65.59 |  0: 59.76    |  1: 52.26    |  2: 44.20   
[Batch: 0047/0600] mIoU: 52.38  |  FB-IoU: 65.86 |  0: 59.76    |  1: 53.18    |  2: 44.20   
[Batch: 0048/0600] mIoU: 52.44  |  FB-IoU: 65.62 |  0: 59.76    |  1: 53.18    |  2: 44.38   
[Batch: 0049/0600] mIoU: 52.28  |  FB-IoU: 65.61 |  0: 59.26    |  1: 53.18    |  2: 44.38   
[Batch: 0050/0600] mIoU: 52.86  |  FB-IoU: 66.02 |  0: 59.26    |  1: 54.92    |  2: 44.38   
[Batch: 0051/0600] mIoU: 52.60  |  FB-IoU: 65.87 |  0: 59.26    |  1: 54.92    |  2: 43.62   
[Batch: 0052/0600] mIoU: 52.56  |  FB-IoU: 66.05 |  0: 59.13    |  1: 54.92    |  2: 43.62   
[Batch: 0053/0600] mIoU: 52.08  |  FB-IoU: 65.61 |  0: 59.13    |  1: 53.48    |  2: 43.62   
[Batch: 0054/0600] mIoU: 52.08  |  FB-IoU: 65.82 |  0: 59.13    |  1: 53.48    |  2: 43.62   
[Batch: 0055/0600] mIoU: 52.68  |  FB-IoU: 66.21 |  0: 60.93    |  1: 53.48    |  2: 43.62   
[Batch: 0056/0600] mIoU: 53.20  |  FB-IoU: 66.62 |  0: 60.93    |  1: 55.06    |  2: 43.62   
[Batch: 0057/0600] mIoU: 52.00  |  FB-IoU: 65.64 |  0: 60.93    |  1: 55.06    |  2: 40.02   
[Batch: 0058/0600] mIoU: 53.24  |  FB-IoU: 66.37 |  0: 64.64    |  1: 55.06    |  2: 40.02   
[Batch: 0059/0600] mIoU: 53.07  |  FB-IoU: 66.37 |  0: 64.64    |  1: 54.56    |  2: 40.02   
[Batch: 0060/0600] mIoU: 53.27  |  FB-IoU: 66.25 |  0: 64.64    |  1: 54.56    |  2: 40.61   
[Batch: 0061/0600] mIoU: 53.59  |  FB-IoU: 66.54 |  0: 65.58    |  1: 54.56    |  2: 40.61   
[Batch: 0062/0600] mIoU: 53.86  |  FB-IoU: 66.84 |  0: 65.58    |  1: 55.38    |  2: 40.61   
[Batch: 0063/0600] mIoU: 53.95  |  FB-IoU: 67.00 |  0: 65.58    |  1: 55.38    |  2: 40.90   
[Batch: 0064/0600] mIoU: 54.09  |  FB-IoU: 67.23 |  0: 66.00    |  1: 55.38    |  2: 40.90   
[Batch: 0065/0600] mIoU: 54.05  |  FB-IoU: 67.08 |  0: 66.00    |  1: 55.24    |  2: 40.90   
[Batch: 0066/0600] mIoU: 53.67  |  FB-IoU: 66.70 |  0: 66.00    |  1: 55.24    |  2: 39.77   
[Batch: 0067/0600] mIoU: 53.67  |  FB-IoU: 66.83 |  0: 66.01    |  1: 55.24    |  2: 39.77   
[Batch: 0068/0600] mIoU: 52.53  |  FB-IoU: 65.58 |  0: 66.01    |  1: 51.81    |  2: 39.77   
[Batch: 0069/0600] mIoU: 51.42  |  FB-IoU: 64.55 |  0: 66.01    |  1: 51.81    |  2: 36.45   
[Batch: 0070/0600] mIoU: 51.57  |  FB-IoU: 64.80 |  0: 66.44    |  1: 51.81    |  2: 36.45   
[Batch: 0071/0600] mIoU: 51.69  |  FB-IoU: 64.98 |  0: 66.44    |  1: 52.18    |  2: 36.45   
[Batch: 0072/0600] mIoU: 51.63  |  FB-IoU: 64.90 |  0: 66.44    |  1: 52.18    |  2: 36.27   
[Batch: 0073/0600] mIoU: 51.59  |  FB-IoU: 65.04 |  0: 66.31    |  1: 52.18    |  2: 36.27   
[Batch: 0074/0600] mIoU: 51.56  |  FB-IoU: 65.16 |  0: 66.31    |  1: 52.09    |  2: 36.27   
[Batch: 0075/0600] mIoU: 51.87  |  FB-IoU: 65.15 |  0: 66.31    |  1: 52.09    |  2: 37.20   
[Batch: 0076/0600] mIoU: 51.59  |  FB-IoU: 65.03 |  0: 65.48    |  1: 52.09    |  2: 37.20   
[Batch: 0077/0600] mIoU: 51.47  |  FB-IoU: 64.98 |  0: 65.48    |  1: 51.73    |  2: 37.20   
[Batch: 0078/0600] mIoU: 51.52  |  FB-IoU: 65.00 |  0: 65.48    |  1: 51.73    |  2: 37.35   
[Batch: 0079/0600] mIoU: 51.59  |  FB-IoU: 65.20 |  0: 65.68    |  1: 51.73    |  2: 37.35   
[Batch: 0080/0600] mIoU: 52.30  |  FB-IoU: 65.66 |  0: 65.68    |  1: 53.86    |  2: 37.35   
[Batch: 0081/0600] mIoU: 52.06  |  FB-IoU: 65.52 |  0: 65.68    |  1: 53.86    |  2: 36.63   
[Batch: 0082/0600] mIoU: 52.30  |  FB-IoU: 65.78 |  0: 66.42    |  1: 53.86    |  2: 36.63   
[Batch: 0083/0600] mIoU: 53.01  |  FB-IoU: 66.21 |  0: 66.42    |  1: 55.99    |  2: 36.63   
[Batch: 0084/0600] mIoU: 53.02  |  FB-IoU: 66.31 |  0: 66.42    |  1: 55.99    |  2: 36.65   
[Batch: 0085/0600] mIoU: 53.14  |  FB-IoU: 66.46 |  0: 66.79    |  1: 55.99    |  2: 36.65   
[Batch: 0086/0600] mIoU: 53.10  |  FB-IoU: 66.50 |  0: 66.79    |  1: 55.88    |  2: 36.65   
[Batch: 0087/0600] mIoU: 52.90  |  FB-IoU: 66.38 |  0: 66.79    |  1: 55.88    |  2: 36.05   
[Batch: 0088/0600] mIoU: 52.50  |  FB-IoU: 66.15 |  0: 65.56    |  1: 55.88    |  2: 36.05   
[Batch: 0089/0600] mIoU: 52.55  |  FB-IoU: 66.30 |  0: 65.56    |  1: 56.04    |  2: 36.05   
[Batch: 0090/0600] mIoU: 52.68  |  FB-IoU: 66.39 |  0: 65.56    |  1: 56.04    |  2: 36.45   
[Batch: 0091/0600] mIoU: 52.80  |  FB-IoU: 66.58 |  0: 65.91    |  1: 56.04    |  2: 36.45   
[Batch: 0092/0600] mIoU: 52.69  |  FB-IoU: 66.55 |  0: 65.91    |  1: 55.73    |  2: 36.45   
[Batch: 0093/0600] mIoU: 52.80  |  FB-IoU: 66.70 |  0: 65.91    |  1: 55.73    |  2: 36.76   
[Batch: 0094/0600] mIoU: 52.84  |  FB-IoU: 66.85 |  0: 66.04    |  1: 55.73    |  2: 36.76   
[Batch: 0095/0600] mIoU: 53.19  |  FB-IoU: 67.05 |  0: 66.04    |  1: 56.78    |  2: 36.76   
[Batch: 0096/0600] mIoU: 54.02  |  FB-IoU: 67.34 |  0: 66.04    |  1: 56.78    |  2: 39.25   
[Batch: 0097/0600] mIoU: 53.89  |  FB-IoU: 67.36 |  0: 65.63    |  1: 56.78    |  2: 39.25   
[Batch: 0098/0600] mIoU: 54.05  |  FB-IoU: 67.53 |  0: 65.63    |  1: 57.27    |  2: 39.25   
[Batch: 0099/0600] mIoU: 54.40  |  FB-IoU: 67.63 |  0: 65.63    |  1: 57.27    |  2: 40.29   
[Batch: 0100/0600] mIoU: 54.04  |  FB-IoU: 67.51 |  0: 64.56    |  1: 57.27    |  2: 40.29   
[Batch: 0101/0600] mIoU: 54.29  |  FB-IoU: 67.68 |  0: 64.56    |  1: 58.03    |  2: 40.29   
[Batch: 0102/0600] mIoU: 54.28  |  FB-IoU: 67.51 |  0: 64.56    |  1: 58.03    |  2: 40.24   
[Batch: 0103/0600] mIoU: 54.28  |  FB-IoU: 67.63 |  0: 64.58    |  1: 58.03    |  2: 40.24   
[Batch: 0104/0600] mIoU: 54.17  |  FB-IoU: 67.63 |  0: 64.58    |  1: 57.69    |  2: 40.24   
[Batch: 0105/0600] mIoU: 53.40  |  FB-IoU: 66.85 |  0: 64.58    |  1: 57.69    |  2: 37.93   
[Batch: 0106/0600] mIoU: 53.04  |  FB-IoU: 66.73 |  0: 63.50    |  1: 57.69    |  2: 37.93   
[Batch: 0107/0600] mIoU: 52.89  |  FB-IoU: 66.64 |  0: 63.50    |  1: 57.22    |  2: 37.93   
[Batch: 0108/0600] mIoU: 52.14  |  FB-IoU: 65.85 |  0: 63.50    |  1: 57.22    |  2: 35.69   
[Batch: 0109/0600] mIoU: 52.10  |  FB-IoU: 65.94 |  0: 63.38    |  1: 57.22    |  2: 35.69   
[Batch: 0110/0600] mIoU: 52.17  |  FB-IoU: 66.08 |  0: 63.38    |  1: 57.44    |  2: 35.69   
[Batch: 0111/0600] mIoU: 52.28  |  FB-IoU: 66.12 |  0: 63.38    |  1: 57.44    |  2: 36.03   
[Batch: 0112/0600] mIoU: 52.58  |  FB-IoU: 66.36 |  0: 64.28    |  1: 57.44    |  2: 36.03   
[Batch: 0113/0600] mIoU: 52.66  |  FB-IoU: 66.48 |  0: 64.28    |  1: 57.68    |  2: 36.03   
[Batch: 0114/0600] mIoU: 52.52  |  FB-IoU: 66.38 |  0: 64.28    |  1: 57.68    |  2: 35.61   
[Batch: 0115/0600] mIoU: 52.60  |  FB-IoU: 66.49 |  0: 64.52    |  1: 57.68    |  2: 35.61   
[Batch: 0116/0600] mIoU: 52.70  |  FB-IoU: 66.53 |  0: 64.52    |  1: 57.97    |  2: 35.61   
[Batch: 0117/0600] mIoU: 52.91  |  FB-IoU: 66.68 |  0: 64.52    |  1: 57.97    |  2: 36.24   
[Batch: 0118/0600] mIoU: 53.01  |  FB-IoU: 66.83 |  0: 64.81    |  1: 57.97    |  2: 36.24   
[Batch: 0119/0600] mIoU: 53.12  |  FB-IoU: 66.97 |  0: 64.81    |  1: 58.32    |  2: 36.24   
[Batch: 0120/0600] mIoU: 53.28  |  FB-IoU: 67.10 |  0: 64.81    |  1: 58.32    |  2: 36.71   
[Batch: 0121/0600] mIoU: 53.31  |  FB-IoU: 67.21 |  0: 64.90    |  1: 58.32    |  2: 36.71   
[Batch: 0122/0600] mIoU: 52.96  |  FB-IoU: 66.82 |  0: 64.90    |  1: 57.25    |  2: 36.71   
[Batch: 0123/0600] mIoU: 53.01  |  FB-IoU: 66.93 |  0: 64.90    |  1: 57.25    |  2: 36.88   
[Batch: 0124/0600] mIoU: 52.93  |  FB-IoU: 66.97 |  0: 64.65    |  1: 57.25    |  2: 36.88   
[Batch: 0125/0600] mIoU: 52.44  |  FB-IoU: 66.53 |  0: 64.65    |  1: 55.78    |  2: 36.88   
[Batch: 0126/0600] mIoU: 52.53  |  FB-IoU: 66.62 |  0: 64.65    |  1: 55.78    |  2: 37.15   
[Batch: 0127/0600] mIoU: 52.18  |  FB-IoU: 66.48 |  0: 63.59    |  1: 55.78    |  2: 37.15   
[Batch: 0128/0600] mIoU: 51.93  |  FB-IoU: 66.29 |  0: 63.59    |  1: 55.05    |  2: 37.15   
[Batch: 0129/0600] mIoU: 51.96  |  FB-IoU: 66.29 |  0: 63.59    |  1: 55.05    |  2: 37.25   
[Batch: 0130/0600] mIoU: 51.97  |  FB-IoU: 66.39 |  0: 63.61    |  1: 55.05    |  2: 37.25   
[Batch: 0131/0600] mIoU: 51.38  |  FB-IoU: 65.82 |  0: 63.61    |  1: 53.27    |  2: 37.25   
[Batch: 0132/0600] mIoU: 50.98  |  FB-IoU: 65.43 |  0: 63.61    |  1: 53.27    |  2: 36.07   
[Batch: 0133/0600] mIoU: 50.95  |  FB-IoU: 65.49 |  0: 63.51    |  1: 53.27    |  2: 36.07   
[Batch: 0134/0600] mIoU: 51.05  |  FB-IoU: 65.59 |  0: 63.51    |  1: 53.56    |  2: 36.07   
[Batch: 0135/0600] mIoU: 51.05  |  FB-IoU: 65.67 |  0: 63.51    |  1: 53.56    |  2: 36.09   
[Batch: 0136/0600] mIoU: 50.98  |  FB-IoU: 65.72 |  0: 63.30    |  1: 53.56    |  2: 36.09   
[Batch: 0137/0600] mIoU: 51.05  |  FB-IoU: 65.80 |  0: 63.30    |  1: 53.75    |  2: 36.09   
[Batch: 0138/0600] mIoU: 51.11  |  FB-IoU: 65.84 |  0: 63.30    |  1: 53.75    |  2: 36.27   
[Batch: 0139/0600] mIoU: 51.11  |  FB-IoU: 65.91 |  0: 63.32    |  1: 53.75    |  2: 36.27   
[Batch: 0140/0600] mIoU: 51.23  |  FB-IoU: 66.01 |  0: 63.32    |  1: 54.11    |  2: 36.27   
[Batch: 0141/0600] mIoU: 51.24  |  FB-IoU: 66.06 |  0: 63.32    |  1: 54.11    |  2: 36.28   
[Batch: 0142/0600] mIoU: 51.06  |  FB-IoU: 66.03 |  0: 62.79    |  1: 54.11    |  2: 36.28   
[Batch: 0143/0600] mIoU: 51.28  |  FB-IoU: 66.13 |  0: 62.79    |  1: 54.75    |  2: 36.28   
[Batch: 0144/0600] mIoU: 51.39  |  FB-IoU: 66.05 |  0: 62.79    |  1: 54.75    |  2: 36.63   
[Batch: 0145/0600] mIoU: 51.22  |  FB-IoU: 66.02 |  0: 62.29    |  1: 54.75    |  2: 36.63   
[Batch: 0146/0600] mIoU: 51.11  |  FB-IoU: 65.88 |  0: 62.29    |  1: 54.40    |  2: 36.63   
[Batch: 0147/0600] mIoU: 51.37  |  FB-IoU: 66.01 |  0: 62.29    |  1: 54.40    |  2: 37.42   
[Batch: 0148/0600] mIoU: 51.59  |  FB-IoU: 66.15 |  0: 62.94    |  1: 54.40    |  2: 37.42   
[Batch: 0149/0600] mIoU: 51.41  |  FB-IoU: 65.90 |  0: 62.94    |  1: 53.85    |  2: 37.42   
[Batch: 0150/0600] mIoU: 51.41  |  FB-IoU: 65.97 |  0: 62.94    |  1: 53.85    |  2: 37.42   
[Batch: 0151/0600] mIoU: 51.62  |  FB-IoU: 66.13 |  0: 63.59    |  1: 53.85    |  2: 37.42   
[Batch: 0152/0600] mIoU: 51.96  |  FB-IoU: 66.36 |  0: 63.59    |  1: 54.88    |  2: 37.42   
[Batch: 0153/0600] mIoU: 51.79  |  FB-IoU: 66.22 |  0: 63.59    |  1: 54.88    |  2: 36.89   
[Batch: 0154/0600] mIoU: 51.76  |  FB-IoU: 66.27 |  0: 63.51    |  1: 54.88    |  2: 36.89   
[Batch: 0155/0600] mIoU: 51.87  |  FB-IoU: 66.37 |  0: 63.51    |  1: 55.20    |  2: 36.89   
[Batch: 0156/0600] mIoU: 52.19  |  FB-IoU: 66.42 |  0: 63.51    |  1: 55.20    |  2: 37.86   
[Batch: 0157/0600] mIoU: 52.20  |  FB-IoU: 66.51 |  0: 63.55    |  1: 55.20    |  2: 37.86   
[Batch: 0158/0600] mIoU: 52.21  |  FB-IoU: 66.58 |  0: 63.55    |  1: 55.24    |  2: 37.86   
[Batch: 0159/0600] mIoU: 52.22  |  FB-IoU: 66.65 |  0: 63.55    |  1: 55.24    |  2: 37.87   
[Batch: 0160/0600] mIoU: 52.15  |  FB-IoU: 66.67 |  0: 63.34    |  1: 55.24    |  2: 37.87   
[Batch: 0161/0600] mIoU: 52.14  |  FB-IoU: 66.71 |  0: 63.34    |  1: 55.22    |  2: 37.87   
[Batch: 0162/0600] mIoU: 52.20  |  FB-IoU: 66.78 |  0: 63.34    |  1: 55.22    |  2: 38.04   
[Batch: 0163/0600] mIoU: 52.06  |  FB-IoU: 66.76 |  0: 62.93    |  1: 55.22    |  2: 38.04   
[Batch: 0164/0600] mIoU: 52.20  |  FB-IoU: 66.90 |  0: 62.93    |  1: 55.63    |  2: 38.04   
[Batch: 0165/0600] mIoU: 52.25  |  FB-IoU: 66.97 |  0: 62.93    |  1: 55.63    |  2: 38.18   
[Batch: 0166/0600] mIoU: 52.06  |  FB-IoU: 66.92 |  0: 62.38    |  1: 55.63    |  2: 38.18   
[Batch: 0167/0600] mIoU: 52.37  |  FB-IoU: 67.12 |  0: 62.38    |  1: 56.56    |  2: 38.18   
[Batch: 0168/0600] mIoU: 52.04  |  FB-IoU: 66.83 |  0: 62.38    |  1: 56.56    |  2: 37.19   
[Batch: 0169/0600] mIoU: 52.03  |  FB-IoU: 66.89 |  0: 62.35    |  1: 56.56    |  2: 37.19   
[Batch: 0170/0600] mIoU: 52.01  |  FB-IoU: 66.92 |  0: 62.35    |  1: 56.50    |  2: 37.19   
[Batch: 0171/0600] mIoU: 52.05  |  FB-IoU: 66.99 |  0: 62.35    |  1: 56.50    |  2: 37.31   
[Batch: 0172/0600] mIoU: 52.05  |  FB-IoU: 67.05 |  0: 62.33    |  1: 56.50    |  2: 37.31   
[Batch: 0173/0600] mIoU: 52.11  |  FB-IoU: 67.11 |  0: 62.33    |  1: 56.67    |  2: 37.31   
[Batch: 0174/0600] mIoU: 52.21  |  FB-IoU: 67.09 |  0: 62.33    |  1: 56.67    |  2: 37.63   
[Batch: 0175/0600] mIoU: 52.23  |  FB-IoU: 67.17 |  0: 62.39    |  1: 56.67    |  2: 37.63   
[Batch: 0176/0600] mIoU: 52.44  |  FB-IoU: 67.29 |  0: 62.39    |  1: 57.31    |  2: 37.63   
[Batch: 0177/0600] mIoU: 52.48  |  FB-IoU: 67.30 |  0: 62.39    |  1: 57.31    |  2: 37.74   
[Batch: 0178/0600] mIoU: 52.69  |  FB-IoU: 67.42 |  0: 63.02    |  1: 57.31    |  2: 37.74   
[Batch: 0179/0600] mIoU: 52.76  |  FB-IoU: 67.47 |  0: 63.02    |  1: 57.52    |  2: 37.74   
[Batch: 0180/0600] mIoU: 52.81  |  FB-IoU: 67.54 |  0: 63.02    |  1: 57.52    |  2: 37.89   
[Batch: 0181/0600] mIoU: 52.77  |  FB-IoU: 67.58 |  0: 62.90    |  1: 57.52    |  2: 37.89   
[Batch: 0182/0600] mIoU: 52.60  |  FB-IoU: 67.45 |  0: 62.90    |  1: 57.02    |  2: 37.89   
[Batch: 0183/0600] mIoU: 52.70  |  FB-IoU: 67.42 |  0: 62.90    |  1: 57.02    |  2: 38.19   
[Batch: 0184/0600] mIoU: 52.75  |  FB-IoU: 67.50 |  0: 63.05    |  1: 57.02    |  2: 38.19   
[Batch: 0185/0600] mIoU: 52.60  |  FB-IoU: 67.34 |  0: 63.05    |  1: 56.57    |  2: 38.19   
[Batch: 0186/0600] mIoU: 52.72  |  FB-IoU: 67.40 |  0: 63.05    |  1: 56.57    |  2: 38.54   
[Batch: 0187/0600] mIoU: 52.88  |  FB-IoU: 67.52 |  0: 63.54    |  1: 56.57    |  2: 38.54   
[Batch: 0188/0600] mIoU: 52.91  |  FB-IoU: 67.58 |  0: 63.54    |  1: 56.66    |  2: 38.54   
[Batch: 0189/0600] mIoU: 52.93  |  FB-IoU: 67.64 |  0: 63.54    |  1: 56.66    |  2: 38.60   
[Batch: 0190/0600] mIoU: 52.95  |  FB-IoU: 67.71 |  0: 63.60    |  1: 56.66    |  2: 38.60   
[Batch: 0191/0600] mIoU: 53.10  |  FB-IoU: 67.81 |  0: 63.60    |  1: 57.09    |  2: 38.60   
[Batch: 0192/0600] mIoU: 53.21  |  FB-IoU: 67.78 |  0: 63.60    |  1: 57.09    |  2: 38.93   
[Batch: 0193/0600] mIoU: 53.14  |  FB-IoU: 67.79 |  0: 63.40    |  1: 57.09    |  2: 38.93   
[Batch: 0194/0600] mIoU: 52.81  |  FB-IoU: 67.47 |  0: 63.40    |  1: 56.10    |  2: 38.93   
[Batch: 0195/0600] mIoU: 52.85  |  FB-IoU: 67.53 |  0: 63.40    |  1: 56.10    |  2: 39.05   
[Batch: 0196/0600] mIoU: 52.94  |  FB-IoU: 67.61 |  0: 63.65    |  1: 56.10    |  2: 39.05   
[Batch: 0197/0600] mIoU: 53.03  |  FB-IoU: 67.72 |  0: 63.65    |  1: 56.39    |  2: 39.05   
[Batch: 0198/0600] mIoU: 52.75  |  FB-IoU: 67.44 |  0: 63.65    |  1: 56.39    |  2: 38.21   
[Batch: 0199/0600] mIoU: 52.63  |  FB-IoU: 67.40 |  0: 63.28    |  1: 56.39    |  2: 38.21   
[Batch: 0200/0600] mIoU: 52.55  |  FB-IoU: 67.30 |  0: 63.28    |  1: 56.15    |  2: 38.21   
[Batch: 0201/0600] mIoU: 52.65  |  FB-IoU: 67.34 |  0: 63.28    |  1: 56.15    |  2: 38.51   
[Batch: 0202/0600] mIoU: 52.66  |  FB-IoU: 67.34 |  0: 63.31    |  1: 56.15    |  2: 38.51   
[Batch: 0203/0600] mIoU: 52.66  |  FB-IoU: 67.33 |  0: 63.31    |  1: 56.15    |  2: 38.51   
[Batch: 0204/0600] mIoU: 52.86  |  FB-IoU: 67.33 |  0: 63.31    |  1: 56.15    |  2: 39.12   
[Batch: 0205/0600] mIoU: 52.80  |  FB-IoU: 67.35 |  0: 63.11    |  1: 56.15    |  2: 39.12   
[Batch: 0206/0600] mIoU: 52.84  |  FB-IoU: 67.42 |  0: 63.11    |  1: 56.28    |  2: 39.12   
[Batch: 0207/0600] mIoU: 52.80  |  FB-IoU: 67.35 |  0: 63.11    |  1: 56.28    |  2: 39.01   
[Batch: 0208/0600] mIoU: 52.86  |  FB-IoU: 67.41 |  0: 63.29    |  1: 56.28    |  2: 39.01   
[Batch: 0209/0600] mIoU: 52.65  |  FB-IoU: 67.18 |  0: 63.29    |  1: 55.65    |  2: 39.01   
[Batch: 0210/0600] mIoU: 52.91  |  FB-IoU: 67.28 |  0: 63.29    |  1: 55.65    |  2: 39.78   
[Batch: 0211/0600] mIoU: 52.82  |  FB-IoU: 67.27 |  0: 63.03    |  1: 55.65    |  2: 39.78   
[Batch: 0212/0600] mIoU: 52.88  |  FB-IoU: 67.31 |  0: 63.03    |  1: 55.81    |  2: 39.78   
[Batch: 0213/0600] mIoU: 52.68  |  FB-IoU: 67.15 |  0: 63.03    |  1: 55.81    |  2: 39.19   
[Batch: 0214/0600] mIoU: 52.68  |  FB-IoU: 67.21 |  0: 63.04    |  1: 55.81    |  2: 39.19   
[Batch: 0215/0600] mIoU: 52.70  |  FB-IoU: 67.24 |  0: 63.04    |  1: 55.88    |  2: 39.19   
[Batch: 0216/0600] mIoU: 52.73  |  FB-IoU: 67.20 |  0: 63.04    |  1: 55.88    |  2: 39.27   
[Batch: 0217/0600] mIoU: 52.51  |  FB-IoU: 67.12 |  0: 62.38    |  1: 55.88    |  2: 39.27   
[Batch: 0218/0600] mIoU: 52.48  |  FB-IoU: 67.07 |  0: 62.38    |  1: 55.79    |  2: 39.27   
[Batch: 0219/0600] mIoU: 52.29  |  FB-IoU: 66.87 |  0: 62.38    |  1: 55.79    |  2: 38.69   
[Batch: 0220/0600] mIoU: 52.31  |  FB-IoU: 66.93 |  0: 62.44    |  1: 55.79    |  2: 38.69   
[Batch: 0221/0600] mIoU: 52.42  |  FB-IoU: 67.04 |  0: 62.44    |  1: 56.11    |  2: 38.69   
[Batch: 0222/0600] mIoU: 52.95  |  FB-IoU: 67.20 |  0: 62.44    |  1: 56.11    |  2: 40.30   
[Batch: 0223/0600] mIoU: 53.02  |  FB-IoU: 67.25 |  0: 62.63    |  1: 56.11    |  2: 40.30   
[Batch: 0224/0600] mIoU: 53.12  |  FB-IoU: 67.33 |  0: 62.63    |  1: 56.43    |  2: 40.30   
[Batch: 0225/0600] mIoU: 53.14  |  FB-IoU: 67.37 |  0: 62.63    |  1: 56.43    |  2: 40.34   
[Batch: 0226/0600] mIoU: 53.12  |  FB-IoU: 67.40 |  0: 62.58    |  1: 56.43    |  2: 40.34   
[Batch: 0227/0600] mIoU: 53.11  |  FB-IoU: 67.38 |  0: 62.58    |  1: 56.41    |  2: 40.34   
[Batch: 0228/0600] mIoU: 53.15  |  FB-IoU: 67.43 |  0: 62.58    |  1: 56.41    |  2: 40.47   
[Batch: 0229/0600] mIoU: 53.29  |  FB-IoU: 67.53 |  0: 62.99    |  1: 56.41    |  2: 40.47   
[Batch: 0230/0600] mIoU: 53.34  |  FB-IoU: 67.56 |  0: 62.99    |  1: 56.57    |  2: 40.47   
[Batch: 0231/0600] mIoU: 53.37  |  FB-IoU: 67.62 |  0: 62.99    |  1: 56.57    |  2: 40.56   
[Batch: 0232/0600] mIoU: 53.50  |  FB-IoU: 67.70 |  0: 63.37    |  1: 56.57    |  2: 40.56   
[Batch: 0233/0600] mIoU: 53.48  |  FB-IoU: 67.63 |  0: 63.37    |  1: 56.51    |  2: 40.56   
[Batch: 0234/0600] mIoU: 53.62  |  FB-IoU: 67.69 |  0: 63.37    |  1: 56.51    |  2: 40.98   
[Batch: 0235/0600] mIoU: 53.57  |  FB-IoU: 67.70 |  0: 63.20    |  1: 56.51    |  2: 40.98   
[Batch: 0236/0600] mIoU: 53.59  |  FB-IoU: 67.74 |  0: 63.20    |  1: 56.58    |  2: 40.98   
[Batch: 0237/0600] mIoU: 53.56  |  FB-IoU: 67.66 |  0: 63.20    |  1: 56.58    |  2: 40.91   
[Batch: 0238/0600] mIoU: 53.60  |  FB-IoU: 67.72 |  0: 63.32    |  1: 56.58    |  2: 40.91   
[Batch: 0239/0600] mIoU: 53.63  |  FB-IoU: 67.78 |  0: 63.32    |  1: 56.65    |  2: 40.91   
[Batch: 0240/0600] mIoU: 53.52  |  FB-IoU: 67.68 |  0: 63.32    |  1: 56.65    |  2: 40.60   
[Batch: 0241/0600] mIoU: 53.50  |  FB-IoU: 67.71 |  0: 63.26    |  1: 56.65    |  2: 40.60   
[Batch: 0242/0600] mIoU: 53.49  |  FB-IoU: 67.72 |  0: 63.26    |  1: 56.60    |  2: 40.60   
[Batch: 0243/0600] mIoU: 53.34  |  FB-IoU: 67.61 |  0: 63.26    |  1: 56.60    |  2: 40.17   
[Batch: 0244/0600] mIoU: 53.35  |  FB-IoU: 67.63 |  0: 63.27    |  1: 56.60    |  2: 40.17   
[Batch: 0245/0600] mIoU: 53.48  |  FB-IoU: 67.74 |  0: 63.27    |  1: 57.00    |  2: 40.17   
[Batch: 0246/0600] mIoU: 53.91  |  FB-IoU: 67.85 |  0: 63.27    |  1: 57.00    |  2: 41.46   
[Batch: 0247/0600] mIoU: 53.99  |  FB-IoU: 67.92 |  0: 63.52    |  1: 57.00    |  2: 41.46   
[Batch: 0248/0600] mIoU: 53.81  |  FB-IoU: 67.69 |  0: 63.52    |  1: 56.46    |  2: 41.46   
[Batch: 0249/0600] mIoU: 53.75  |  FB-IoU: 67.62 |  0: 63.52    |  1: 56.46    |  2: 41.26   
[Batch: 0250/0600] mIoU: 53.85  |  FB-IoU: 67.71 |  0: 63.84    |  1: 56.46    |  2: 41.26   
[Batch: 0251/0600] mIoU: 53.74  |  FB-IoU: 67.62 |  0: 63.84    |  1: 56.12    |  2: 41.26   
[Batch: 0252/0600] mIoU: 54.18  |  FB-IoU: 67.75 |  0: 63.84    |  1: 56.12    |  2: 42.58   
[Batch: 0253/0600] mIoU: 54.19  |  FB-IoU: 67.79 |  0: 63.87    |  1: 56.12    |  2: 42.58   
[Batch: 0254/0600] mIoU: 54.22  |  FB-IoU: 67.84 |  0: 63.87    |  1: 56.21    |  2: 42.58   
[Batch: 0255/0600] mIoU: 54.32  |  FB-IoU: 67.88 |  0: 63.87    |  1: 56.21    |  2: 42.88   
[Batch: 0256/0600] mIoU: 54.32  |  FB-IoU: 67.90 |  0: 63.87    |  1: 56.21    |  2: 42.88   
[Batch: 0257/0600] mIoU: 54.38  |  FB-IoU: 67.95 |  0: 63.87    |  1: 56.39    |  2: 42.88   
[Batch: 0258/0600] mIoU: 54.48  |  FB-IoU: 67.94 |  0: 63.87    |  1: 56.39    |  2: 43.19   
[Batch: 0259/0600] mIoU: 54.43  |  FB-IoU: 67.94 |  0: 63.72    |  1: 56.39    |  2: 43.19   
[Batch: 0260/0600] mIoU: 54.12  |  FB-IoU: 67.60 |  0: 63.72    |  1: 55.43    |  2: 43.19   
[Batch: 0261/0600] mIoU: 54.15  |  FB-IoU: 67.65 |  0: 63.72    |  1: 55.43    |  2: 43.31   
[Batch: 0262/0600] mIoU: 54.11  |  FB-IoU: 67.66 |  0: 63.58    |  1: 55.43    |  2: 43.31   
[Batch: 0263/0600] mIoU: 54.15  |  FB-IoU: 67.71 |  0: 63.58    |  1: 55.56    |  2: 43.31   
[Batch: 0264/0600] mIoU: 54.54  |  FB-IoU: 67.83 |  0: 63.58    |  1: 55.56    |  2: 44.47   
[Batch: 0265/0600] mIoU: 54.64  |  FB-IoU: 67.90 |  0: 63.89    |  1: 55.56    |  2: 44.47   
[Batch: 0266/0600] mIoU: 54.66  |  FB-IoU: 67.93 |  0: 63.89    |  1: 55.61    |  2: 44.47   
[Batch: 0267/0600] mIoU: 54.50  |  FB-IoU: 67.79 |  0: 63.89    |  1: 55.61    |  2: 44.00   
[Batch: 0268/0600] mIoU: 54.52  |  FB-IoU: 67.83 |  0: 63.94    |  1: 55.61    |  2: 44.00   
[Batch: 0269/0600] mIoU: 54.48  |  FB-IoU: 67.74 |  0: 63.94    |  1: 55.48    |  2: 44.00   
[Batch: 0270/0600] mIoU: 54.83  |  FB-IoU: 67.85 |  0: 63.94    |  1: 55.48    |  2: 45.05   
[Batch: 0271/0600] mIoU: 54.82  |  FB-IoU: 67.88 |  0: 63.91    |  1: 55.48    |  2: 45.05   
[Batch: 0272/0600] mIoU: 54.87  |  FB-IoU: 67.95 |  0: 63.91    |  1: 55.64    |  2: 45.05   
[Batch: 0273/0600] mIoU: 54.82  |  FB-IoU: 67.90 |  0: 63.91    |  1: 55.64    |  2: 44.93   
[Batch: 0274/0600] mIoU: 54.83  |  FB-IoU: 67.94 |  0: 63.91    |  1: 55.64    |  2: 44.93   
[Batch: 0275/0600] mIoU: 54.87  |  FB-IoU: 67.97 |  0: 63.91    |  1: 55.77    |  2: 44.93   
[Batch: 0276/0600] mIoU: 55.31  |  FB-IoU: 68.10 |  0: 63.91    |  1: 55.77    |  2: 46.25   
[Batch: 0277/0600] mIoU: 55.33  |  FB-IoU: 68.15 |  0: 63.97    |  1: 55.77    |  2: 46.25   
[Batch: 0278/0600] mIoU: 55.29  |  FB-IoU: 68.14 |  0: 63.97    |  1: 55.64    |  2: 46.25   
[Batch: 0279/0600] mIoU: 55.40  |  FB-IoU: 68.20 |  0: 63.97    |  1: 55.64    |  2: 46.59   
[Batch: 0280/0600] mIoU: 55.36  |  FB-IoU: 68.21 |  0: 63.83    |  1: 55.64    |  2: 46.59   
[Batch: 0281/0600] mIoU: 55.34  |  FB-IoU: 68.21 |  0: 63.83    |  1: 55.61    |  2: 46.59   
[Batch: 0282/0600] mIoU: 55.37  |  FB-IoU: 68.24 |  0: 63.83    |  1: 55.61    |  2: 46.67   
[Batch: 0283/0600] mIoU: 55.39  |  FB-IoU: 68.28 |  0: 63.89    |  1: 55.61    |  2: 46.67   
[Batch: 0284/0600] mIoU: 55.29  |  FB-IoU: 68.20 |  0: 63.89    |  1: 55.29    |  2: 46.67   
[Batch: 0285/0600] mIoU: 55.23  |  FB-IoU: 68.18 |  0: 63.89    |  1: 55.29    |  2: 46.50   
[Batch: 0286/0600] mIoU: 55.24  |  FB-IoU: 68.22 |  0: 63.92    |  1: 55.29    |  2: 46.50   
[Batch: 0287/0600] mIoU: 55.27  |  FB-IoU: 68.26 |  0: 63.92    |  1: 55.40    |  2: 46.50   
[Batch: 0288/0600] mIoU: 55.38  |  FB-IoU: 68.32 |  0: 63.92    |  1: 55.40    |  2: 46.83   
[Batch: 0289/0600] mIoU: 55.29  |  FB-IoU: 68.30 |  0: 63.63    |  1: 55.40    |  2: 46.83   
[Batch: 0290/0600] mIoU: 55.18  |  FB-IoU: 68.15 |  0: 63.63    |  1: 55.09    |  2: 46.83   
[Batch: 0291/0600] mIoU: 55.31  |  FB-IoU: 68.22 |  0: 63.63    |  1: 55.09    |  2: 47.21   
[Batch: 0292/0600] mIoU: 55.19  |  FB-IoU: 68.19 |  0: 63.28    |  1: 55.09    |  2: 47.21   
[Batch: 0293/0600] mIoU: 55.24  |  FB-IoU: 68.23 |  0: 63.28    |  1: 55.23    |  2: 47.21   
[Batch: 0294/0600] mIoU: 55.14  |  FB-IoU: 68.15 |  0: 63.28    |  1: 55.23    |  2: 46.90   
[Batch: 0295/0600] mIoU: 55.23  |  FB-IoU: 68.20 |  0: 63.57    |  1: 55.23    |  2: 46.90   
[Batch: 0296/0600] mIoU: 55.26  |  FB-IoU: 68.26 |  0: 63.57    |  1: 55.32    |  2: 46.90   
[Batch: 0297/0600] mIoU: 55.29  |  FB-IoU: 68.29 |  0: 63.57    |  1: 55.32    |  2: 46.98   
[Batch: 0298/0600] mIoU: 55.29  |  FB-IoU: 68.32 |  0: 63.57    |  1: 55.32    |  2: 46.98   
[Batch: 0299/0600] mIoU: 55.33  |  FB-IoU: 68.38 |  0: 63.57    |  1: 55.46    |  2: 46.98   
[Batch: 0300/0600] mIoU: 55.28  |  FB-IoU: 68.34 |  0: 63.57    |  1: 55.46    |  2: 46.81   
[Batch: 0301/0600] mIoU: 55.35  |  FB-IoU: 68.40 |  0: 63.78    |  1: 55.46    |  2: 46.81   
[Batch: 0302/0600] mIoU: 55.30  |  FB-IoU: 68.33 |  0: 63.78    |  1: 55.30    |  2: 46.81   
[Batch: 0303/0600] mIoU: 55.31  |  FB-IoU: 68.35 |  0: 63.78    |  1: 55.30    |  2: 46.85   
[Batch: 0304/0600] mIoU: 55.35  |  FB-IoU: 68.40 |  0: 63.90    |  1: 55.30    |  2: 46.85   
[Batch: 0305/0600] mIoU: 55.42  |  FB-IoU: 68.46 |  0: 63.90    |  1: 55.49    |  2: 46.85   
[Batch: 0306/0600] mIoU: 55.45  |  FB-IoU: 68.51 |  0: 63.90    |  1: 55.49    |  2: 46.95   
[Batch: 0307/0600] mIoU: 55.51  |  FB-IoU: 68.57 |  0: 64.10    |  1: 55.49    |  2: 46.95   
[Batch: 0308/0600] mIoU: 55.59  |  FB-IoU: 68.61 |  0: 64.10    |  1: 55.71    |  2: 46.95   
[Batch: 0309/0600] mIoU: 55.48  |  FB-IoU: 68.52 |  0: 64.10    |  1: 55.71    |  2: 46.61   
[Batch: 0310/0600] mIoU: 55.50  |  FB-IoU: 68.56 |  0: 64.16    |  1: 55.71    |  2: 46.61   
[Batch: 0311/0600] mIoU: 55.50  |  FB-IoU: 68.59 |  0: 64.16    |  1: 55.73    |  2: 46.61   
[Batch: 0312/0600] mIoU: 55.52  |  FB-IoU: 68.61 |  0: 64.16    |  1: 55.73    |  2: 46.67   
[Batch: 0313/0600] mIoU: 55.52  |  FB-IoU: 68.64 |  0: 64.16    |  1: 55.73    |  2: 46.67   
[Batch: 0314/0600] mIoU: 55.59  |  FB-IoU: 68.70 |  0: 64.16    |  1: 55.93    |  2: 46.67   
[Batch: 0315/0600] mIoU: 55.63  |  FB-IoU: 68.74 |  0: 64.16    |  1: 55.93    |  2: 46.79   
[Batch: 0316/0600] mIoU: 55.55  |  FB-IoU: 68.71 |  0: 63.92    |  1: 55.93    |  2: 46.79   
[Batch: 0317/0600] mIoU: 55.55  |  FB-IoU: 68.73 |  0: 63.92    |  1: 55.95    |  2: 46.79   
[Batch: 0318/0600] mIoU: 55.53  |  FB-IoU: 68.70 |  0: 63.92    |  1: 55.95    |  2: 46.72   
[Batch: 0319/0600] mIoU: 55.54  |  FB-IoU: 68.72 |  0: 63.95    |  1: 55.95    |  2: 46.72   
[Batch: 0320/0600] mIoU: 55.53  |  FB-IoU: 68.72 |  0: 63.95    |  1: 55.91    |  2: 46.72   
[Batch: 0321/0600] mIoU: 55.54  |  FB-IoU: 68.76 |  0: 63.95    |  1: 55.91    |  2: 46.77   
[Batch: 0322/0600] mIoU: 55.65  |  FB-IoU: 68.83 |  0: 64.28    |  1: 55.91    |  2: 46.77   
[Batch: 0323/0600] mIoU: 55.65  |  FB-IoU: 68.86 |  0: 64.28    |  1: 55.91    |  2: 46.77   
[Batch: 0324/0600] mIoU: 55.64  |  FB-IoU: 68.82 |  0: 64.28    |  1: 55.91    |  2: 46.72   
[Batch: 0325/0600] mIoU: 55.86  |  FB-IoU: 68.94 |  0: 64.96    |  1: 55.91    |  2: 46.72   
[Batch: 0326/0600] mIoU: 55.82  |  FB-IoU: 68.90 |  0: 64.96    |  1: 55.80    |  2: 46.72   
[Batch: 0327/0600] mIoU: 55.85  |  FB-IoU: 68.93 |  0: 64.96    |  1: 55.80    |  2: 46.79   
[Batch: 0328/0600] mIoU: 56.01  |  FB-IoU: 69.02 |  0: 65.44    |  1: 55.80    |  2: 46.79   
[Batch: 0329/0600] mIoU: 55.91  |  FB-IoU: 68.93 |  0: 65.44    |  1: 55.50    |  2: 46.79   
[Batch: 0330/0600] mIoU: 55.94  |  FB-IoU: 68.92 |  0: 65.44    |  1: 55.50    |  2: 46.89   
[Batch: 0331/0600] mIoU: 55.91  |  FB-IoU: 68.93 |  0: 65.35    |  1: 55.50    |  2: 46.89   
[Batch: 0332/0600] mIoU: 55.87  |  FB-IoU: 68.92 |  0: 65.35    |  1: 55.38    |  2: 46.89   
[Batch: 0333/0600] mIoU: 55.85  |  FB-IoU: 68.91 |  0: 65.35    |  1: 55.38    |  2: 46.82   
[Batch: 0334/0600] mIoU: 55.83  |  FB-IoU: 68.92 |  0: 65.28    |  1: 55.38    |  2: 46.82   
[Batch: 0335/0600] mIoU: 55.86  |  FB-IoU: 68.95 |  0: 65.28    |  1: 55.48    |  2: 46.82   
[Batch: 0336/0600] mIoU: 55.86  |  FB-IoU: 68.98 |  0: 65.28    |  1: 55.48    |  2: 46.83   
[Batch: 0337/0600] mIoU: 56.02  |  FB-IoU: 69.08 |  0: 65.76    |  1: 55.48    |  2: 46.83   
[Batch: 0338/0600] mIoU: 56.14  |  FB-IoU: 69.16 |  0: 65.76    |  1: 55.84    |  2: 46.83   
[Batch: 0339/0600] mIoU: 56.14  |  FB-IoU: 69.15 |  0: 65.76    |  1: 55.84    |  2: 46.81   
[Batch: 0340/0600] mIoU: 55.88  |  FB-IoU: 69.03 |  0: 64.99    |  1: 55.84    |  2: 46.81   
[Batch: 0341/0600] mIoU: 55.59  |  FB-IoU: 68.72 |  0: 64.99    |  1: 54.95    |  2: 46.81   
[Batch: 0342/0600] mIoU: 55.59  |  FB-IoU: 68.72 |  0: 64.99    |  1: 54.95    |  2: 46.81   
[Batch: 0343/0600] mIoU: 55.61  |  FB-IoU: 68.76 |  0: 65.08    |  1: 54.95    |  2: 46.81   
[Batch: 0344/0600] mIoU: 55.60  |  FB-IoU: 68.74 |  0: 65.08    |  1: 54.91    |  2: 46.81   
[Batch: 0345/0600] mIoU: 55.49  |  FB-IoU: 68.56 |  0: 65.08    |  1: 54.91    |  2: 46.48   
[Batch: 0346/0600] mIoU: 55.54  |  FB-IoU: 68.61 |  0: 65.23    |  1: 54.91    |  2: 46.48   
[Batch: 0347/0600] mIoU: 55.51  |  FB-IoU: 68.61 |  0: 65.23    |  1: 54.84    |  2: 46.48   
[Batch: 0348/0600] mIoU: 55.52  |  FB-IoU: 68.62 |  0: 65.23    |  1: 54.84    |  2: 46.49   
[Batch: 0349/0600] mIoU: 55.53  |  FB-IoU: 68.66 |  0: 65.27    |  1: 54.84    |  2: 46.49   
[Batch: 0350/0600] mIoU: 55.53  |  FB-IoU: 68.67 |  0: 65.27    |  1: 54.84    |  2: 46.49   
[Batch: 0351/0600] mIoU: 55.55  |  FB-IoU: 68.70 |  0: 65.27    |  1: 54.84    |  2: 46.54   
[Batch: 0352/0600] mIoU: 55.63  |  FB-IoU: 68.77 |  0: 65.52    |  1: 54.84    |  2: 46.54   
[Batch: 0353/0600] mIoU: 55.61  |  FB-IoU: 68.75 |  0: 65.52    |  1: 54.78    |  2: 46.54   
[Batch: 0354/0600] mIoU: 55.85  |  FB-IoU: 68.83 |  0: 65.52    |  1: 54.78    |  2: 47.25   
[Batch: 0355/0600] mIoU: 55.85  |  FB-IoU: 68.86 |  0: 65.53    |  1: 54.78    |  2: 47.25   
[Batch: 0356/0600] mIoU: 55.86  |  FB-IoU: 68.89 |  0: 65.53    |  1: 54.79    |  2: 47.25   
[Batch: 0357/0600] mIoU: 55.59  |  FB-IoU: 68.66 |  0: 65.53    |  1: 54.79    |  2: 46.45   
[Batch: 0358/0600] mIoU: 55.51  |  FB-IoU: 68.64 |  0: 65.30    |  1: 54.79    |  2: 46.45   
[Batch: 0359/0600] mIoU: 55.58  |  FB-IoU: 68.67 |  0: 65.30    |  1: 55.00    |  2: 46.45   
[Batch: 0360/0600] mIoU: 55.61  |  FB-IoU: 68.70 |  0: 65.30    |  1: 55.00    |  2: 46.53   
[Batch: 0361/0600] mIoU: 55.62  |  FB-IoU: 68.73 |  0: 65.32    |  1: 55.00    |  2: 46.53   
[Batch: 0362/0600] mIoU: 55.60  |  FB-IoU: 68.71 |  0: 65.32    |  1: 54.96    |  2: 46.53   
[Batch: 0363/0600] mIoU: 55.59  |  FB-IoU: 68.70 |  0: 65.32    |  1: 54.96    |  2: 46.50   
[Batch: 0364/0600] mIoU: 55.59  |  FB-IoU: 68.73 |  0: 65.32    |  1: 54.96    |  2: 46.50   
[Batch: 0365/0600] mIoU: 55.54  |  FB-IoU: 68.70 |  0: 65.32    |  1: 54.80    |  2: 46.50   
[Batch: 0366/0600] mIoU: 55.56  |  FB-IoU: 68.73 |  0: 65.32    |  1: 54.80    |  2: 46.56   
[Batch: 0367/0600] mIoU: 55.56  |  FB-IoU: 68.76 |  0: 65.32    |  1: 54.80    |  2: 46.56   
[Batch: 0368/0600] mIoU: 55.63  |  FB-IoU: 68.81 |  0: 65.32    |  1: 55.01    |  2: 46.56   
[Batch: 0369/0600] mIoU: 55.70  |  FB-IoU: 68.86 |  0: 65.32    |  1: 55.01    |  2: 46.76   
[Batch: 0370/0600] mIoU: 55.72  |  FB-IoU: 68.90 |  0: 65.39    |  1: 55.01    |  2: 46.76   
[Batch: 0371/0600] mIoU: 55.46  |  FB-IoU: 68.63 |  0: 65.39    |  1: 54.24    |  2: 46.76   
[Batch: 0372/0600] mIoU: 55.36  |  FB-IoU: 68.56 |  0: 65.39    |  1: 54.24    |  2: 46.46   
[Batch: 0373/0600] mIoU: 55.34  |  FB-IoU: 68.58 |  0: 65.32    |  1: 54.24    |  2: 46.46   
[Batch: 0374/0600] mIoU: 55.35  |  FB-IoU: 68.60 |  0: 65.32    |  1: 54.26    |  2: 46.46   
[Batch: 0375/0600] mIoU: 55.23  |  FB-IoU: 68.47 |  0: 65.32    |  1: 54.26    |  2: 46.10   
[Batch: 0376/0600] mIoU: 55.20  |  FB-IoU: 68.49 |  0: 65.24    |  1: 54.26    |  2: 46.10   
[Batch: 0377/0600] mIoU: 55.18  |  FB-IoU: 68.44 |  0: 65.24    |  1: 54.21    |  2: 46.10   
[Batch: 0378/0600] mIoU: 55.15  |  FB-IoU: 68.41 |  0: 65.24    |  1: 54.21    |  2: 46.00   
[Batch: 0379/0600] mIoU: 55.21  |  FB-IoU: 68.45 |  0: 65.41    |  1: 54.21    |  2: 46.00   
[Batch: 0380/0600] mIoU: 55.07  |  FB-IoU: 68.31 |  0: 65.41    |  1: 53.80    |  2: 46.00   
[Batch: 0381/0600] mIoU: 55.11  |  FB-IoU: 68.34 |  0: 65.41    |  1: 53.80    |  2: 46.12   
[Batch: 0382/0600] mIoU: 55.09  |  FB-IoU: 68.35 |  0: 65.36    |  1: 53.80    |  2: 46.12   
[Batch: 0383/0600] mIoU: 55.14  |  FB-IoU: 68.39 |  0: 65.36    |  1: 53.94    |  2: 46.12   
[Batch: 0384/0600] mIoU: 55.16  |  FB-IoU: 68.42 |  0: 65.36    |  1: 53.94    |  2: 46.18   
[Batch: 0385/0600] mIoU: 55.23  |  FB-IoU: 68.48 |  0: 65.57    |  1: 53.94    |  2: 46.18   
[Batch: 0386/0600] mIoU: 55.08  |  FB-IoU: 68.33 |  0: 65.57    |  1: 53.47    |  2: 46.18   
[Batch: 0387/0600] mIoU: 55.23  |  FB-IoU: 68.35 |  0: 65.57    |  1: 53.47    |  2: 46.64   
[Batch: 0388/0600] mIoU: 55.22  |  FB-IoU: 68.38 |  0: 65.56    |  1: 53.47    |  2: 46.64   
[Batch: 0389/0600] mIoU: 55.18  |  FB-IoU: 68.34 |  0: 65.56    |  1: 53.35    |  2: 46.64   
[Batch: 0390/0600] mIoU: 55.09  |  FB-IoU: 68.25 |  0: 65.56    |  1: 53.35    |  2: 46.38   
[Batch: 0391/0600] mIoU: 55.16  |  FB-IoU: 68.30 |  0: 65.76    |  1: 53.35    |  2: 46.38   
[Batch: 0392/0600] mIoU: 55.04  |  FB-IoU: 68.17 |  0: 65.76    |  1: 52.99    |  2: 46.38   
[Batch: 0393/0600] mIoU: 54.98  |  FB-IoU: 68.10 |  0: 65.76    |  1: 52.99    |  2: 46.18   
[Batch: 0394/0600] mIoU: 55.05  |  FB-IoU: 68.15 |  0: 65.99    |  1: 52.99    |  2: 46.18   
[Batch: 0395/0600] mIoU: 55.09  |  FB-IoU: 68.18 |  0: 65.99    |  1: 53.11    |  2: 46.18   
[Batch: 0396/0600] mIoU: 55.05  |  FB-IoU: 68.09 |  0: 65.99    |  1: 53.11    |  2: 46.05   
[Batch: 0397/0600] mIoU: 55.00  |  FB-IoU: 68.09 |  0: 65.83    |  1: 53.11    |  2: 46.05   
[Batch: 0398/0600] mIoU: 55.09  |  FB-IoU: 68.16 |  0: 65.83    |  1: 53.39    |  2: 46.05   
[Batch: 0399/0600] mIoU: 55.07  |  FB-IoU: 68.15 |  0: 65.83    |  1: 53.39    |  2: 45.98   
[Batch: 0400/0600] mIoU: 55.08  |  FB-IoU: 68.17 |  0: 65.85    |  1: 53.39    |  2: 45.98   
[Batch: 0401/0600] mIoU: 55.14  |  FB-IoU: 68.18 |  0: 65.85    |  1: 53.60    |  2: 45.98   
[Batch: 0402/0600] mIoU: 55.16  |  FB-IoU: 68.21 |  0: 65.85    |  1: 53.60    |  2: 46.04   
[Batch: 0403/0600] mIoU: 55.13  |  FB-IoU: 68.22 |  0: 65.74    |  1: 53.60    |  2: 46.04   
[Batch: 0404/0600] mIoU: 55.07  |  FB-IoU: 68.15 |  0: 65.74    |  1: 53.42    |  2: 46.04   
[Batch: 0405/0600] mIoU: 55.07  |  FB-IoU: 68.13 |  0: 65.74    |  1: 53.42    |  2: 46.04   
[Batch: 0406/0600] mIoU: 55.03  |  FB-IoU: 68.14 |  0: 65.63    |  1: 53.42    |  2: 46.04   
[Batch: 0407/0600] mIoU: 54.88  |  FB-IoU: 67.99 |  0: 65.63    |  1: 52.97    |  2: 46.04   
[Batch: 0408/0600] mIoU: 54.86  |  FB-IoU: 67.97 |  0: 65.63    |  1: 52.97    |  2: 45.98   
[Batch: 0409/0600] mIoU: 54.83  |  FB-IoU: 67.98 |  0: 65.54    |  1: 52.97    |  2: 45.98   
[Batch: 0410/0600] mIoU: 54.84  |  FB-IoU: 68.01 |  0: 65.54    |  1: 52.99    |  2: 45.98   
[Batch: 0411/0600] mIoU: 54.85  |  FB-IoU: 68.03 |  0: 65.54    |  1: 52.99    |  2: 46.03   
[Batch: 0412/0600] mIoU: 54.60  |  FB-IoU: 67.92 |  0: 64.78    |  1: 52.99    |  2: 46.03   
[Batch: 0413/0600] mIoU: 54.66  |  FB-IoU: 67.97 |  0: 64.78    |  1: 53.18    |  2: 46.03   
[Batch: 0414/0600] mIoU: 54.60  |  FB-IoU: 67.93 |  0: 64.78    |  1: 53.18    |  2: 45.85   
[Batch: 0415/0600] mIoU: 54.60  |  FB-IoU: 67.96 |  0: 64.79    |  1: 53.18    |  2: 45.85   
[Batch: 0416/0600] mIoU: 54.58  |  FB-IoU: 67.95 |  0: 64.79    |  1: 53.11    |  2: 45.85   
[Batch: 0417/0600] mIoU: 54.71  |  FB-IoU: 67.97 |  0: 64.79    |  1: 53.11    |  2: 46.24   
[Batch: 0418/0600] mIoU: 54.77  |  FB-IoU: 68.02 |  0: 64.96    |  1: 53.11    |  2: 46.24   
[Batch: 0419/0600] mIoU: 54.76  |  FB-IoU: 68.02 |  0: 64.96    |  1: 53.08    |  2: 46.24   
[Batch: 0420/0600] mIoU: 54.78  |  FB-IoU: 68.05 |  0: 64.96    |  1: 53.08    |  2: 46.31   
[Batch: 0421/0600] mIoU: 54.76  |  FB-IoU: 68.07 |  0: 64.89    |  1: 53.08    |  2: 46.31   
[Batch: 0422/0600] mIoU: 54.83  |  FB-IoU: 68.12 |  0: 64.89    |  1: 53.29    |  2: 46.31   
[Batch: 0423/0600] mIoU: 54.85  |  FB-IoU: 68.15 |  0: 64.89    |  1: 53.29    |  2: 46.38   
[Batch: 0424/0600] mIoU: 54.87  |  FB-IoU: 68.17 |  0: 64.93    |  1: 53.29    |  2: 46.38   
[Batch: 0425/0600] mIoU: 54.93  |  FB-IoU: 68.20 |  0: 64.93    |  1: 53.49    |  2: 46.38   
[Batch: 0426/0600] mIoU: 55.07  |  FB-IoU: 68.26 |  0: 64.93    |  1: 53.49    |  2: 46.78   
[Batch: 0427/0600] mIoU: 54.83  |  FB-IoU: 68.16 |  0: 64.23    |  1: 53.49    |  2: 46.78   
[Batch: 0428/0600] mIoU: 54.79  |  FB-IoU: 68.12 |  0: 64.23    |  1: 53.37    |  2: 46.78   
[Batch: 0429/0600] mIoU: 54.67  |  FB-IoU: 68.03 |  0: 64.23    |  1: 53.37    |  2: 46.41   
[Batch: 0430/0600] mIoU: 54.65  |  FB-IoU: 68.04 |  0: 64.19    |  1: 53.37    |  2: 46.41   
[Batch: 0431/0600] mIoU: 54.67  |  FB-IoU: 68.05 |  0: 64.19    |  1: 53.43    |  2: 46.41   
[Batch: 0432/0600] mIoU: 54.60  |  FB-IoU: 67.98 |  0: 64.19    |  1: 53.43    |  2: 46.17   
[Batch: 0433/0600] mIoU: 54.13  |  FB-IoU: 67.74 |  0: 62.79    |  1: 53.43    |  2: 46.17   
[Batch: 0434/0600] mIoU: 54.17  |  FB-IoU: 67.79 |  0: 62.79    |  1: 53.54    |  2: 46.17   
[Batch: 0435/0600] mIoU: 54.15  |  FB-IoU: 67.79 |  0: 62.79    |  1: 53.54    |  2: 46.13   
[Batch: 0436/0600] mIoU: 54.16  |  FB-IoU: 67.82 |  0: 62.82    |  1: 53.54    |  2: 46.13   
[Batch: 0437/0600] mIoU: 54.18  |  FB-IoU: 67.84 |  0: 62.82    |  1: 53.58    |  2: 46.13   
[Batch: 0438/0600] mIoU: 54.07  |  FB-IoU: 67.76 |  0: 62.82    |  1: 53.58    |  2: 45.82   
[Batch: 0439/0600] mIoU: 53.73  |  FB-IoU: 67.58 |  0: 61.78    |  1: 53.58    |  2: 45.82   
[Batch: 0440/0600] mIoU: 53.79  |  FB-IoU: 67.64 |  0: 61.78    |  1: 53.78    |  2: 45.82   
[Batch: 0441/0600] mIoU: 53.81  |  FB-IoU: 67.63 |  0: 61.78    |  1: 53.78    |  2: 45.86   
[Batch: 0442/0600] mIoU: 53.86  |  FB-IoU: 67.66 |  0: 61.94    |  1: 53.78    |  2: 45.86   
[Batch: 0443/0600] mIoU: 53.90  |  FB-IoU: 67.70 |  0: 61.94    |  1: 53.89    |  2: 45.86   
[Batch: 0444/0600] mIoU: 53.84  |  FB-IoU: 67.66 |  0: 61.94    |  1: 53.89    |  2: 45.70   
[Batch: 0445/0600] mIoU: 53.86  |  FB-IoU: 67.69 |  0: 61.99    |  1: 53.89    |  2: 45.70   
[Batch: 0446/0600] mIoU: 53.90  |  FB-IoU: 67.73 |  0: 61.99    |  1: 54.02    |  2: 45.70   
[Batch: 0447/0600] mIoU: 53.91  |  FB-IoU: 67.74 |  0: 61.99    |  1: 54.02    |  2: 45.71   
[Batch: 0448/0600] mIoU: 53.89  |  FB-IoU: 67.75 |  0: 61.96    |  1: 54.02    |  2: 45.71   
[Batch: 0449/0600] mIoU: 54.01  |  FB-IoU: 67.80 |  0: 61.96    |  1: 54.36    |  2: 45.71   
[Batch: 0450/0600] mIoU: 54.07  |  FB-IoU: 67.83 |  0: 61.96    |  1: 54.36    |  2: 45.89   
[Batch: 0451/0600] mIoU: 54.05  |  FB-IoU: 67.84 |  0: 61.89    |  1: 54.36    |  2: 45.89   
[Batch: 0452/0600] mIoU: 54.09  |  FB-IoU: 67.88 |  0: 61.89    |  1: 54.50    |  2: 45.89   
[Batch: 0453/0600] mIoU: 54.10  |  FB-IoU: 67.89 |  0: 61.89    |  1: 54.50    |  2: 45.90   
[Batch: 0454/0600] mIoU: 53.96  |  FB-IoU: 67.83 |  0: 61.47    |  1: 54.50    |  2: 45.90   
[Batch: 0455/0600] mIoU: 53.88  |  FB-IoU: 67.76 |  0: 61.47    |  1: 54.25    |  2: 45.90   
[Batch: 0456/0600] mIoU: 53.95  |  FB-IoU: 67.79 |  0: 61.47    |  1: 54.25    |  2: 46.12   
[Batch: 0457/0600] mIoU: 53.98  |  FB-IoU: 67.82 |  0: 61.56    |  1: 54.25    |  2: 46.12   
[Batch: 0458/0600] mIoU: 54.00  |  FB-IoU: 67.85 |  0: 61.56    |  1: 54.32    |  2: 46.12   
[Batch: 0459/0600] mIoU: 54.09  |  FB-IoU: 67.86 |  0: 61.56    |  1: 54.32    |  2: 46.39   
[Batch: 0460/0600] mIoU: 54.28  |  FB-IoU: 67.96 |  0: 62.14    |  1: 54.32    |  2: 46.39   
[Batch: 0461/0600] mIoU: 54.31  |  FB-IoU: 67.99 |  0: 62.14    |  1: 54.41    |  2: 46.39   
[Batch: 0462/0600] mIoU: 54.48  |  FB-IoU: 68.04 |  0: 62.14    |  1: 54.41    |  2: 46.89   
[Batch: 0463/0600] mIoU: 54.46  |  FB-IoU: 68.06 |  0: 62.09    |  1: 54.41    |  2: 46.89   
[Batch: 0464/0600] mIoU: 54.47  |  FB-IoU: 68.07 |  0: 62.09    |  1: 54.43    |  2: 46.89   
[Batch: 0465/0600] mIoU: 54.47  |  FB-IoU: 68.08 |  0: 62.09    |  1: 54.43    |  2: 46.88   
[Batch: 0466/0600] mIoU: 54.47  |  FB-IoU: 68.10 |  0: 62.09    |  1: 54.43    |  2: 46.88   
[Batch: 0467/0600] mIoU: 54.48  |  FB-IoU: 68.12 |  0: 62.09    |  1: 54.47    |  2: 46.88   
[Batch: 0468/0600] mIoU: 54.50  |  FB-IoU: 68.14 |  0: 62.09    |  1: 54.47    |  2: 46.95   
[Batch: 0469/0600] mIoU: 54.51  |  FB-IoU: 68.16 |  0: 62.10    |  1: 54.47    |  2: 46.95   
[Batch: 0470/0600] mIoU: 54.51  |  FB-IoU: 68.15 |  0: 62.10    |  1: 54.49    |  2: 46.95   
[Batch: 0471/0600] mIoU: 54.46  |  FB-IoU: 68.11 |  0: 62.10    |  1: 54.49    |  2: 46.79   
[Batch: 0472/0600] mIoU: 54.47  |  FB-IoU: 68.12 |  0: 62.14    |  1: 54.49    |  2: 46.79   
[Batch: 0473/0600] mIoU: 54.46  |  FB-IoU: 68.12 |  0: 62.14    |  1: 54.45    |  2: 46.79   
[Batch: 0474/0600] mIoU: 54.50  |  FB-IoU: 68.16 |  0: 62.14    |  1: 54.45    |  2: 46.92   
[Batch: 0475/0600] mIoU: 54.51  |  FB-IoU: 68.18 |  0: 62.15    |  1: 54.45    |  2: 46.92   
[Batch: 0476/0600] mIoU: 54.52  |  FB-IoU: 68.21 |  0: 62.15    |  1: 54.50    |  2: 46.92   
[Batch: 0477/0600] mIoU: 54.54  |  FB-IoU: 68.23 |  0: 62.15    |  1: 54.50    |  2: 46.98   
[Batch: 0478/0600] mIoU: 54.33  |  FB-IoU: 68.13 |  0: 61.53    |  1: 54.50    |  2: 46.98   
[Batch: 0479/0600] mIoU: 54.36  |  FB-IoU: 68.15 |  0: 61.53    |  1: 54.57    |  2: 46.98   
[Batch: 0480/0600] mIoU: 54.35  |  FB-IoU: 68.15 |  0: 61.53    |  1: 54.57    |  2: 46.96   
[Batch: 0481/0600] mIoU: 54.32  |  FB-IoU: 68.13 |  0: 61.43    |  1: 54.57    |  2: 46.96   
[Batch: 0482/0600] mIoU: 54.32  |  FB-IoU: 68.15 |  0: 61.43    |  1: 54.59    |  2: 46.96   
[Batch: 0483/0600] mIoU: 54.29  |  FB-IoU: 68.13 |  0: 61.43    |  1: 54.59    |  2: 46.84   
[Batch: 0484/0600] mIoU: 54.30  |  FB-IoU: 68.16 |  0: 61.48    |  1: 54.59    |  2: 46.84   
[Batch: 0485/0600] mIoU: 54.30  |  FB-IoU: 68.17 |  0: 61.48    |  1: 54.59    |  2: 46.84   
[Batch: 0486/0600] mIoU: 54.21  |  FB-IoU: 68.11 |  0: 61.48    |  1: 54.59    |  2: 46.56   
[Batch: 0487/0600] mIoU: 54.21  |  FB-IoU: 68.13 |  0: 61.49    |  1: 54.59    |  2: 46.56   
[Batch: 0488/0600] mIoU: 54.25  |  FB-IoU: 68.15 |  0: 61.49    |  1: 54.70    |  2: 46.56   
[Batch: 0489/0600] mIoU: 54.22  |  FB-IoU: 68.14 |  0: 61.49    |  1: 54.70    |  2: 46.47   
[Batch: 0490/0600] mIoU: 54.33  |  FB-IoU: 68.21 |  0: 61.83    |  1: 54.70    |  2: 46.47   
[Batch: 0491/0600] mIoU: 54.39  |  FB-IoU: 68.26 |  0: 61.83    |  1: 54.87    |  2: 46.47   
[Batch: 0492/0600] mIoU: 54.31  |  FB-IoU: 68.20 |  0: 61.83    |  1: 54.87    |  2: 46.22   
[Batch: 0493/0600] mIoU: 54.31  |  FB-IoU: 68.22 |  0: 61.84    |  1: 54.87    |  2: 46.22   
[Batch: 0494/0600] mIoU: 54.33  |  FB-IoU: 68.25 |  0: 61.84    |  1: 54.94    |  2: 46.22   
[Batch: 0495/0600] mIoU: 54.17  |  FB-IoU: 68.10 |  0: 61.84    |  1: 54.94    |  2: 45.74   
[Batch: 0496/0600] mIoU: 54.20  |  FB-IoU: 68.13 |  0: 61.90    |  1: 54.94    |  2: 45.74   
[Batch: 0497/0600] mIoU: 54.24  |  FB-IoU: 68.14 |  0: 61.90    |  1: 55.08    |  2: 45.74   
[Batch: 0498/0600] mIoU: 54.20  |  FB-IoU: 68.12 |  0: 61.90    |  1: 55.08    |  2: 45.62   
[Batch: 0499/0600] mIoU: 54.15  |  FB-IoU: 68.10 |  0: 61.75    |  1: 55.08    |  2: 45.62   
[Batch: 0500/0600] mIoU: 54.14  |  FB-IoU: 68.08 |  0: 61.75    |  1: 55.05    |  2: 45.62   
[Batch: 0501/0600] mIoU: 54.14  |  FB-IoU: 68.07 |  0: 61.75    |  1: 55.05    |  2: 45.61   
[Batch: 0502/0600] mIoU: 54.20  |  FB-IoU: 68.12 |  0: 61.93    |  1: 55.05    |  2: 45.61   
[Batch: 0503/0600] mIoU: 54.34  |  FB-IoU: 68.21 |  0: 61.93    |  1: 55.48    |  2: 45.61   
[Batch: 0504/0600] mIoU: 54.34  |  FB-IoU: 68.20 |  0: 61.93    |  1: 55.48    |  2: 45.60   
[Batch: 0505/0600] mIoU: 54.37  |  FB-IoU: 68.23 |  0: 62.03    |  1: 55.48    |  2: 45.60   
[Batch: 0506/0600] mIoU: 54.35  |  FB-IoU: 68.22 |  0: 62.03    |  1: 55.41    |  2: 45.60   
[Batch: 0507/0600] mIoU: 54.39  |  FB-IoU: 68.24 |  0: 62.03    |  1: 55.41    |  2: 45.72   
[Batch: 0508/0600] mIoU: 54.40  |  FB-IoU: 68.26 |  0: 62.06    |  1: 55.41    |  2: 45.72   
[Batch: 0509/0600] mIoU: 54.41  |  FB-IoU: 68.28 |  0: 62.06    |  1: 55.47    |  2: 45.72   
[Batch: 0510/0600] mIoU: 54.33  |  FB-IoU: 68.20 |  0: 62.06    |  1: 55.47    |  2: 45.47   
[Batch: 0511/0600] mIoU: 54.32  |  FB-IoU: 68.21 |  0: 62.02    |  1: 55.47    |  2: 45.47   
[Batch: 0512/0600] mIoU: 54.38  |  FB-IoU: 68.26 |  0: 62.02    |  1: 55.65    |  2: 45.47   
[Batch: 0513/0600] mIoU: 54.42  |  FB-IoU: 68.28 |  0: 62.02    |  1: 55.65    |  2: 45.58   
[Batch: 0514/0600] mIoU: 54.49  |  FB-IoU: 68.32 |  0: 62.23    |  1: 55.65    |  2: 45.58   
[Batch: 0515/0600] mIoU: 54.41  |  FB-IoU: 68.25 |  0: 62.23    |  1: 55.41    |  2: 45.58   
[Batch: 0516/0600] mIoU: 54.41  |  FB-IoU: 68.26 |  0: 62.23    |  1: 55.41    |  2: 45.59   
[Batch: 0517/0600] mIoU: 54.42  |  FB-IoU: 68.28 |  0: 62.26    |  1: 55.41    |  2: 45.59   
[Batch: 0518/0600] mIoU: 54.53  |  FB-IoU: 68.34 |  0: 62.26    |  1: 55.76    |  2: 45.59   
[Batch: 0519/0600] mIoU: 54.55  |  FB-IoU: 68.37 |  0: 62.26    |  1: 55.76    |  2: 45.63   
[Batch: 0520/0600] mIoU: 54.60  |  FB-IoU: 68.40 |  0: 62.42    |  1: 55.76    |  2: 45.63   
[Batch: 0521/0600] mIoU: 54.63  |  FB-IoU: 68.43 |  0: 62.42    |  1: 55.83    |  2: 45.63   
[Batch: 0522/0600] mIoU: 54.63  |  FB-IoU: 68.45 |  0: 62.42    |  1: 55.83    |  2: 45.65   
[Batch: 0523/0600] mIoU: 54.65  |  FB-IoU: 68.47 |  0: 62.46    |  1: 55.83    |  2: 45.65   
[Batch: 0524/0600] mIoU: 54.61  |  FB-IoU: 68.42 |  0: 62.46    |  1: 55.71    |  2: 45.65   
[Batch: 0525/0600] mIoU: 54.66  |  FB-IoU: 68.46 |  0: 62.46    |  1: 55.71    |  2: 45.80   
[Batch: 0526/0600] mIoU: 54.71  |  FB-IoU: 68.50 |  0: 62.61    |  1: 55.71    |  2: 45.80   
[Batch: 0527/0600] mIoU: 54.70  |  FB-IoU: 68.49 |  0: 62.61    |  1: 55.68    |  2: 45.80   
[Batch: 0528/0600] mIoU: 54.80  |  FB-IoU: 68.51 |  0: 62.61    |  1: 55.68    |  2: 46.11   
[Batch: 0529/0600] mIoU: 54.80  |  FB-IoU: 68.53 |  0: 62.62    |  1: 55.68    |  2: 46.11   
[Batch: 0530/0600] mIoU: 54.83  |  FB-IoU: 68.55 |  0: 62.62    |  1: 55.75    |  2: 46.11   
[Batch: 0531/0600] mIoU: 54.85  |  FB-IoU: 68.55 |  0: 62.62    |  1: 55.75    |  2: 46.18   
[Batch: 0532/0600] mIoU: 54.85  |  FB-IoU: 68.55 |  0: 62.63    |  1: 55.75    |  2: 46.18   
[Batch: 0533/0600] mIoU: 54.85  |  FB-IoU: 68.57 |  0: 62.63    |  1: 55.75    |  2: 46.18   
[Batch: 0534/0600] mIoU: 54.73  |  FB-IoU: 68.46 |  0: 62.63    |  1: 55.75    |  2: 45.82   
[Batch: 0535/0600] mIoU: 54.73  |  FB-IoU: 68.47 |  0: 62.61    |  1: 55.75    |  2: 45.82   
[Batch: 0536/0600] mIoU: 54.73  |  FB-IoU: 68.49 |  0: 62.61    |  1: 55.77    |  2: 45.82   
[Batch: 0537/0600] mIoU: 54.74  |  FB-IoU: 68.49 |  0: 62.61    |  1: 55.77    |  2: 45.83   
[Batch: 0538/0600] mIoU: 54.72  |  FB-IoU: 68.50 |  0: 62.55    |  1: 55.77    |  2: 45.83   
[Batch: 0539/0600] mIoU: 54.72  |  FB-IoU: 68.51 |  0: 62.55    |  1: 55.78    |  2: 45.83   
[Batch: 0540/0600] mIoU: 54.65  |  FB-IoU: 68.47 |  0: 62.55    |  1: 55.78    |  2: 45.63   
[Batch: 0541/0600] mIoU: 54.67  |  FB-IoU: 68.49 |  0: 62.59    |  1: 55.78    |  2: 45.63   
[Batch: 0542/0600] mIoU: 54.72  |  FB-IoU: 68.53 |  0: 62.59    |  1: 55.94    |  2: 45.63   
[Batch: 0543/0600] mIoU: 54.74  |  FB-IoU: 68.53 |  0: 62.59    |  1: 55.94    |  2: 45.67   
[Batch: 0544/0600] mIoU: 54.71  |  FB-IoU: 68.53 |  0: 62.51    |  1: 55.94    |  2: 45.67   
[Batch: 0545/0600] mIoU: 54.70  |  FB-IoU: 68.53 |  0: 62.51    |  1: 55.92    |  2: 45.67   
[Batch: 0546/0600] mIoU: 54.72  |  FB-IoU: 68.54 |  0: 62.51    |  1: 55.92    |  2: 45.73   
[Batch: 0547/0600] mIoU: 54.72  |  FB-IoU: 68.56 |  0: 62.52    |  1: 55.92    |  2: 45.73   
[Batch: 0548/0600] mIoU: 54.75  |  FB-IoU: 68.57 |  0: 62.52    |  1: 56.00    |  2: 45.73   
[Batch: 0549/0600] mIoU: 54.80  |  FB-IoU: 68.60 |  0: 62.52    |  1: 56.00    |  2: 45.87   
[Batch: 0550/0600] mIoU: 54.79  |  FB-IoU: 68.61 |  0: 62.51    |  1: 56.00    |  2: 45.87   
[Batch: 0551/0600] mIoU: 54.86  |  FB-IoU: 68.66 |  0: 62.51    |  1: 56.21    |  2: 45.87   
[Batch: 0552/0600] mIoU: 54.80  |  FB-IoU: 68.55 |  0: 62.51    |  1: 56.21    |  2: 45.67   
[Batch: 0553/0600] mIoU: 54.80  |  FB-IoU: 68.57 |  0: 62.51    |  1: 56.21    |  2: 45.67   
[Batch: 0554/0600] mIoU: 54.76  |  FB-IoU: 68.54 |  0: 62.51    |  1: 56.10    |  2: 45.67   
[Batch: 0555/0600] mIoU: 54.78  |  FB-IoU: 68.57 |  0: 62.51    |  1: 56.10    |  2: 45.74   
[Batch: 0556/0600] mIoU: 54.81  |  FB-IoU: 68.59 |  0: 62.58    |  1: 56.10    |  2: 45.74   
[Batch: 0557/0600] mIoU: 54.82  |  FB-IoU: 68.61 |  0: 62.58    |  1: 56.15    |  2: 45.74   
[Batch: 0558/0600] mIoU: 54.88  |  FB-IoU: 68.64 |  0: 62.58    |  1: 56.15    |  2: 45.91   
[Batch: 0559/0600] mIoU: 54.89  |  FB-IoU: 68.66 |  0: 62.60    |  1: 56.15    |  2: 45.91   
[Batch: 0560/0600] mIoU: 54.91  |  FB-IoU: 68.67 |  0: 62.60    |  1: 56.21    |  2: 45.91   
[Batch: 0561/0600] mIoU: 54.85  |  FB-IoU: 68.59 |  0: 62.60    |  1: 56.21    |  2: 45.74   
[Batch: 0562/0600] mIoU: 54.85  |  FB-IoU: 68.61 |  0: 62.58    |  1: 56.21    |  2: 45.74   
[Batch: 0563/0600] mIoU: 54.87  |  FB-IoU: 68.62 |  0: 62.58    |  1: 56.27    |  2: 45.74   
[Batch: 0564/0600] mIoU: 54.85  |  FB-IoU: 68.62 |  0: 62.58    |  1: 56.27    |  2: 45.70   
[Batch: 0565/0600] mIoU: 54.87  |  FB-IoU: 68.64 |  0: 62.63    |  1: 56.27    |  2: 45.70   
[Batch: 0566/0600] mIoU: 54.83  |  FB-IoU: 68.61 |  0: 62.63    |  1: 56.15    |  2: 45.70   
[Batch: 0567/0600] mIoU: 54.86  |  FB-IoU: 68.64 |  0: 62.63    |  1: 56.15    |  2: 45.81   
[Batch: 0568/0600] mIoU: 54.84  |  FB-IoU: 68.64 |  0: 62.56    |  1: 56.15    |  2: 45.81   
[Batch: 0569/0600] mIoU: 54.96  |  FB-IoU: 68.72 |  0: 62.56    |  1: 56.50    |  2: 45.81   
[Batch: 0570/0600] mIoU: 55.09  |  FB-IoU: 68.75 |  0: 62.56    |  1: 56.50    |  2: 46.20   
[Batch: 0571/0600] mIoU: 55.10  |  FB-IoU: 68.77 |  0: 62.59    |  1: 56.50    |  2: 46.20   
[Batch: 0572/0600] mIoU: 55.13  |  FB-IoU: 68.79 |  0: 62.59    |  1: 56.60    |  2: 46.20   
[Batch: 0573/0600] mIoU: 55.16  |  FB-IoU: 68.79 |  0: 62.59    |  1: 56.60    |  2: 46.28   
[Batch: 0574/0600] mIoU: 55.14  |  FB-IoU: 68.80 |  0: 62.53    |  1: 56.60    |  2: 46.28   
[Batch: 0575/0600] mIoU: 55.06  |  FB-IoU: 68.74 |  0: 62.53    |  1: 56.38    |  2: 46.28   
[Batch: 0576/0600] mIoU: 54.95  |  FB-IoU: 68.64 |  0: 62.53    |  1: 56.38    |  2: 45.94   
[Batch: 0577/0600] mIoU: 54.95  |  FB-IoU: 68.66 |  0: 62.54    |  1: 56.38    |  2: 45.94   
[Batch: 0578/0600] mIoU: 54.97  |  FB-IoU: 68.68 |  0: 62.54    |  1: 56.44    |  2: 45.94   
[Batch: 0579/0600] mIoU: 54.93  |  FB-IoU: 68.65 |  0: 62.54    |  1: 56.44    |  2: 45.80   
[Batch: 0580/0600] mIoU: 54.93  |  FB-IoU: 68.67 |  0: 62.55    |  1: 56.44    |  2: 45.80   
[Batch: 0581/0600] mIoU: 54.96  |  FB-IoU: 68.69 |  0: 62.55    |  1: 56.52    |  2: 45.80   
[Batch: 0582/0600] mIoU: 54.97  |  FB-IoU: 68.70 |  0: 62.55    |  1: 56.52    |  2: 45.83   
[Batch: 0583/0600] mIoU: 54.98  |  FB-IoU: 68.73 |  0: 62.60    |  1: 56.52    |  2: 45.83   
[Batch: 0584/0600] mIoU: 55.00  |  FB-IoU: 68.75 |  0: 62.60    |  1: 56.58    |  2: 45.83   
[Batch: 0585/0600] mIoU: 54.98  |  FB-IoU: 68.74 |  0: 62.60    |  1: 56.58    |  2: 45.76   
[Batch: 0586/0600] mIoU: 54.99  |  FB-IoU: 68.76 |  0: 62.64    |  1: 56.58    |  2: 45.76   
[Batch: 0587/0600] mIoU: 54.94  |  FB-IoU: 68.70 |  0: 62.64    |  1: 56.43    |  2: 45.76   
[Batch: 0588/0600] mIoU: 54.94  |  FB-IoU: 68.66 |  0: 62.64    |  1: 56.43    |  2: 45.75   
[Batch: 0589/0600] mIoU: 54.95  |  FB-IoU: 68.68 |  0: 62.67    |  1: 56.43    |  2: 45.75   
[Batch: 0590/0600] mIoU: 54.95  |  FB-IoU: 68.69 |  0: 62.67    |  1: 56.43    |  2: 45.75   
[Batch: 0591/0600] mIoU: 54.95  |  FB-IoU: 68.70 |  0: 62.67    |  1: 56.43    |  2: 45.76   
[Batch: 0592/0600] mIoU: 55.01  |  FB-IoU: 68.74 |  0: 62.85    |  1: 56.43    |  2: 45.76   
[Batch: 0593/0600] mIoU: 55.02  |  FB-IoU: 68.76 |  0: 62.85    |  1: 56.45    |  2: 45.76   
[Batch: 0594/0600] mIoU: 55.06  |  FB-IoU: 68.78 |  0: 62.85    |  1: 56.45    |  2: 45.89   
[Batch: 0595/0600] mIoU: 55.17  |  FB-IoU: 68.84 |  0: 63.17    |  1: 56.45    |  2: 45.89   
[Batch: 0596/0600] mIoU: 55.18  |  FB-IoU: 68.85 |  0: 63.17    |  1: 56.47    |  2: 45.89   
[Batch: 0597/0600] mIoU: 55.19  |  FB-IoU: 68.87 |  0: 63.17    |  1: 56.47    |  2: 45.94   
[Batch: 0598/0600] mIoU: 55.22  |  FB-IoU: 68.89 |  0: 63.24    |  1: 56.47    |  2: 45.94   
[Batch: 0599/0600] mIoU: 55.22  |  FB-IoU: 68.91 |  0: 63.24    |  1: 56.48    |  2: 45.94   
[Batch: 0600/0600] mIoU: 55.23  |  FB-IoU: 68.91 |  0: 63.24    |  1: 56.48    |  2: 45.96   

*** Test [@Epoch 00] Avg L: 0.00000  mIoU: 55.23   FB-IoU: 68.91    |  0: 63.24    |  1: 56.48    |  2: 45.96   ***

Fold 0 mIoU: 55.23 	 FB-IoU: 68.91
==================== Finished Testing ====================
