
:=========== Few-shot Seg. with Matcher ===========
|             datapath: datasets                
|            benchmark: isaid                   
|                  bsz: 1                       
|              nworker: 0                       
|                 fold: 0                       
|                nshot: 1                       
|             img_size: 1024                    
| use_original_imgsize: False                   
|             log_root: output/isaid/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: 0001/3108] mIoU: 19.75  |  FB-IoU: 99.17 |  0:  0.00    |  1:  0.00    |  2:  0.00    |  3:  0.00    |  4: 98.73   
[Batch: 0002/3108] mIoU: 19.76  |  FB-IoU: 76.22 |  0:  0.05    |  1:  0.00    |  2:  0.00    |  3:  0.00    |  4: 98.73   
[Batch: 0003/3108] mIoU: 35.19  |  FB-IoU: 79.62 |  0:  0.05    |  1:  0.00    |  2: 77.18    |  3:  0.00    |  4: 98.73   
[Batch: 0004/3108] mIoU: 42.94  |  FB-IoU: 76.31 |  0: 38.80    |  1:  0.00    |  2: 77.18    |  3:  0.00    |  4: 98.73   
[Batch: 0005/3108] mIoU: 42.81  |  FB-IoU: 72.16 |  0: 38.12    |  1:  0.00    |  2: 77.18    |  3:  0.00    |  4: 98.73   
[Batch: 0006/3108] mIoU: 40.97  |  FB-IoU: 72.39 |  0: 38.12    |  1:  0.00    |  2: 68.02    |  3:  0.00    |  4: 98.73   
[Batch: 0007/3108] mIoU: 50.63  |  FB-IoU: 70.46 |  0: 38.12    |  1:  0.00    |  2: 68.02    |  3: 48.29    |  4: 98.73   
[Batch: 0008/3108] mIoU: 52.63  |  FB-IoU: 71.10 |  0: 48.10    |  1:  0.00    |  2: 68.02    |  3: 48.29    |  4: 98.73   
[Batch: 0009/3108] mIoU: 52.65  |  FB-IoU: 71.72 |  0: 48.19    |  1:  0.00    |  2: 68.02    |  3: 48.29    |  4: 98.73   
[Batch: 0010/3108] mIoU: 52.26  |  FB-IoU: 70.93 |  0: 48.19    |  1:  0.00    |  2: 68.02    |  3: 46.37    |  4: 98.73   
[Batch: 0011/3108] mIoU: 52.10  |  FB-IoU: 71.36 |  0: 48.19    |  1:  0.00    |  2: 68.02    |  3: 45.55    |  4: 98.73   
[Batch: 0012/3108] mIoU: 49.86  |  FB-IoU: 66.00 |  0: 37.01    |  1:  0.00    |  2: 68.02    |  3: 45.55    |  4: 98.73   
[Batch: 0013/3108] mIoU: 49.75  |  FB-IoU: 65.56 |  0: 37.01    |  1:  0.00    |  2: 68.02    |  3: 44.98    |  4: 98.73   
[Batch: 0014/3108] mIoU: 50.36  |  FB-IoU: 66.76 |  0: 40.05    |  1:  0.00    |  2: 68.02    |  3: 44.98    |  4: 98.73   
[Batch: 0015/3108] mIoU: 50.53  |  FB-IoU: 67.05 |  0: 40.94    |  1:  0.00    |  2: 68.02    |  3: 44.98    |  4: 98.73   
[Batch: 0016/3108] mIoU: 50.60  |  FB-IoU: 67.28 |  0: 40.94    |  1:  0.00    |  2: 68.02    |  3: 45.33    |  4: 98.73   
[Batch: 0017/3108] mIoU: 45.50  |  FB-IoU: 67.10 |  0: 40.94    |  1:  0.00    |  2: 68.02    |  3: 45.33    |  4: 73.20   
[Batch: 0018/3108] mIoU: 44.33  |  FB-IoU: 65.48 |  0: 40.94    |  1:  0.00    |  2: 68.02    |  3: 39.51    |  4: 73.20   
[Batch: 0019/3108] mIoU: 44.67  |  FB-IoU: 65.67 |  0: 42.64    |  1:  0.00    |  2: 68.02    |  3: 39.51    |  4: 73.20   
[Batch: 0020/3108] mIoU: 44.71  |  FB-IoU: 65.59 |  0: 42.83    |  1:  0.00    |  2: 68.02    |  3: 39.51    |  4: 73.20   
[Batch: 0021/3108] mIoU: 44.44  |  FB-IoU: 64.92 |  0: 41.48    |  1:  0.00    |  2: 68.02    |  3: 39.51    |  4: 73.20   
[Batch: 0022/3108] mIoU: 45.40  |  FB-IoU: 65.82 |  0: 46.28    |  1:  0.00    |  2: 68.02    |  3: 39.51    |  4: 73.20   
[Batch: 0023/3108] mIoU: 47.03  |  FB-IoU: 67.10 |  0: 46.28    |  1:  0.00    |  2: 68.02    |  3: 47.63    |  4: 73.20   
[Batch: 0024/3108] mIoU: 49.68  |  FB-IoU: 68.91 |  0: 46.28    |  1:  0.00    |  2: 81.28    |  3: 47.63    |  4: 73.20   
[Batch: 0025/3108] mIoU: 50.13  |  FB-IoU: 69.43 |  0: 48.57    |  1:  0.00    |  2: 81.28    |  3: 47.63    |  4: 73.20   
[Batch: 0026/3108] mIoU: 50.10  |  FB-IoU: 69.58 |  0: 48.38    |  1:  0.00    |  2: 81.28    |  3: 47.63    |  4: 73.20   
[Batch: 0027/3108] mIoU: 50.10  |  FB-IoU: 69.89 |  0: 48.38    |  1:  0.00    |  2: 81.28    |  3: 47.63    |  4: 73.20   
[Batch: 0028/3108] mIoU: 50.21  |  FB-IoU: 70.17 |  0: 48.94    |  1:  0.00    |  2: 81.28    |  3: 47.63    |  4: 73.20   
[Batch: 0029/3108] mIoU: 50.45  |  FB-IoU: 70.13 |  0: 50.14    |  1:  0.00    |  2: 81.28    |  3: 47.63    |  4: 73.20   
[Batch: 0030/3108] mIoU: 50.96  |  FB-IoU: 70.50 |  0: 50.14    |  1:  0.00    |  2: 81.28    |  3: 50.19    |  4: 73.20   
[Batch: 0031/3108] mIoU: 50.50  |  FB-IoU: 69.64 |  0: 50.14    |  1:  0.00    |  2: 81.28    |  3: 47.86    |  4: 73.20   
[Batch: 0032/3108] mIoU: 42.87  |  FB-IoU: 67.73 |  0: 50.14    |  1:  0.00    |  2: 81.28    |  3: 47.86    |  4: 35.08   
[Batch: 0033/3108] mIoU: 42.53  |  FB-IoU: 67.57 |  0: 50.14    |  1:  0.00    |  2: 81.28    |  3: 46.17    |  4: 35.08   
[Batch: 0034/3108] mIoU: 50.08  |  FB-IoU: 67.67 |  0: 50.14    |  1: 37.72    |  2: 81.28    |  3: 46.17    |  4: 35.08   
[Batch: 0035/3108] mIoU: 50.15  |  FB-IoU: 67.91 |  0: 50.48    |  1: 37.72    |  2: 81.28    |  3: 46.17    |  4: 35.08   
[Batch: 0036/3108] mIoU: 50.20  |  FB-IoU: 68.14 |  0: 50.74    |  1: 37.72    |  2: 81.28    |  3: 46.17    |  4: 35.08   
[Batch: 0037/3108] mIoU: 50.43  |  FB-IoU: 68.60 |  0: 51.91    |  1: 37.72    |  2: 81.28    |  3: 46.17    |  4: 35.08   
[Batch: 0038/3108] mIoU: 52.08  |  FB-IoU: 68.93 |  0: 51.91    |  1: 37.72    |  2: 81.28    |  3: 46.17    |  4: 43.33   
[Batch: 0039/3108] mIoU: 52.08  |  FB-IoU: 68.57 |  0: 51.91    |  1: 37.72    |  2: 81.28    |  3: 46.17    |  4: 43.33   
[Batch: 0040/3108] mIoU: 52.00  |  FB-IoU: 68.53 |  0: 51.91    |  1: 37.72    |  2: 81.28    |  3: 45.76    |  4: 43.33   
[Batch: 0041/3108] mIoU: 56.20  |  FB-IoU: 68.76 |  0: 51.91    |  1: 58.73    |  2: 81.28    |  3: 45.76    |  4: 43.33   
[Batch: 0042/3108] mIoU: 56.00  |  FB-IoU: 68.58 |  0: 51.91    |  1: 58.73    |  2: 81.28    |  3: 44.78    |  4: 43.33   
[Batch: 0043/3108] mIoU: 56.30  |  FB-IoU: 68.62 |  0: 51.91    |  1: 58.73    |  2: 81.28    |  3: 44.78    |  4: 44.82   
[Batch: 0044/3108] mIoU: 56.30  |  FB-IoU: 68.65 |  0: 51.88    |  1: 58.73    |  2: 81.28    |  3: 44.78    |  4: 44.82   
[Batch: 0045/3108] mIoU: 56.27  |  FB-IoU: 68.63 |  0: 51.75    |  1: 58.73    |  2: 81.28    |  3: 44.78    |  4: 44.82   
[Batch: 0046/3108] mIoU: 56.52  |  FB-IoU: 68.59 |  0: 51.75    |  1: 58.73    |  2: 81.28    |  3: 46.01    |  4: 44.82   
[Batch: 0047/3108] mIoU: 55.54  |  FB-IoU: 67.42 |  0: 51.75    |  1: 58.73    |  2: 81.28    |  3: 41.11    |  4: 44.82   
[Batch: 0048/3108] mIoU: 56.79  |  FB-IoU: 67.73 |  0: 51.75    |  1: 58.73    |  2: 81.28    |  3: 41.11    |  4: 51.07   
[Batch: 0049/3108] mIoU: 56.74  |  FB-IoU: 67.65 |  0: 51.51    |  1: 58.73    |  2: 81.28    |  3: 41.11    |  4: 51.07   
[Batch: 0050/3108] mIoU: 56.74  |  FB-IoU: 67.69 |  0: 51.50    |  1: 58.73    |  2: 81.28    |  3: 41.11    |  4: 51.07   
[Batch: 0051/3108] mIoU: 57.14  |  FB-IoU: 67.73 |  0: 51.50    |  1: 58.73    |  2: 81.28    |  3: 43.12    |  4: 51.07   
[Batch: 0052/3108] mIoU: 57.07  |  FB-IoU: 67.71 |  0: 51.15    |  1: 58.73    |  2: 81.28    |  3: 43.12    |  4: 51.07   
[Batch: 0053/3108] mIoU: 56.88  |  FB-IoU: 67.50 |  0: 50.23    |  1: 58.73    |  2: 81.28    |  3: 43.12    |  4: 51.07   
[Batch: 0054/3108] mIoU: 56.18  |  FB-IoU: 67.67 |  0: 50.23    |  1: 58.73    |  2: 77.76    |  3: 43.12    |  4: 51.07   
[Batch: 0055/3108] mIoU: 56.42  |  FB-IoU: 67.95 |  0: 50.23    |  1: 58.73    |  2: 77.76    |  3: 44.31    |  4: 51.07   
[Batch: 0056/3108] mIoU: 56.21  |  FB-IoU: 67.51 |  0: 50.23    |  1: 58.73    |  2: 77.76    |  3: 43.25    |  4: 51.07   
[Batch: 0057/3108] mIoU: 56.20  |  FB-IoU: 67.61 |  0: 50.19    |  1: 58.73    |  2: 77.76    |  3: 43.25    |  4: 51.07   
[Batch: 0058/3108] mIoU: 56.59  |  FB-IoU: 67.98 |  0: 50.19    |  1: 58.73    |  2: 77.76    |  3: 45.21    |  4: 51.07   
[Batch: 0059/3108] mIoU: 56.16  |  FB-IoU: 67.22 |  0: 48.02    |  1: 58.73    |  2: 77.76    |  3: 45.21    |  4: 51.07   
[Batch: 0060/3108] mIoU: 56.29  |  FB-IoU: 67.50 |  0: 48.71    |  1: 58.73    |  2: 77.76    |  3: 45.21    |  4: 51.07   
[Batch: 0061/3108] mIoU: 56.42  |  FB-IoU: 67.27 |  0: 48.71    |  1: 58.73    |  2: 77.76    |  3: 45.85    |  4: 51.07   
[Batch: 0062/3108] mIoU: 56.57  |  FB-IoU: 67.47 |  0: 49.43    |  1: 58.73    |  2: 77.76    |  3: 45.85    |  4: 51.07   
[Batch: 0063/3108] mIoU: 56.77  |  FB-IoU: 67.64 |  0: 50.47    |  1: 58.73    |  2: 77.76    |  3: 45.85    |  4: 51.07   
[Batch: 0064/3108] mIoU: 60.61  |  FB-IoU: 68.21 |  0: 50.47    |  1: 77.89    |  2: 77.76    |  3: 45.85    |  4: 51.07   
[Batch: 0065/3108] mIoU: 60.77  |  FB-IoU: 68.39 |  0: 50.47    |  1: 77.89    |  2: 77.76    |  3: 46.65    |  4: 51.07   
[Batch: 0066/3108] mIoU: 60.76  |  FB-IoU: 68.52 |  0: 50.47    |  1: 77.89    |  2: 77.76    |  3: 46.59    |  4: 51.07   
[Batch: 0067/3108] mIoU: 57.68  |  FB-IoU: 68.14 |  0: 50.47    |  1: 62.50    |  2: 77.76    |  3: 46.59    |  4: 51.07   
[Batch: 0068/3108] mIoU: 57.42  |  FB-IoU: 67.75 |  0: 49.20    |  1: 62.50    |  2: 77.76    |  3: 46.59    |  4: 51.07   
[Batch: 0069/3108] mIoU: 57.82  |  FB-IoU: 68.09 |  0: 49.20    |  1: 62.50    |  2: 77.76    |  3: 48.59    |  4: 51.07   
[Batch: 0070/3108] mIoU: 57.83  |  FB-IoU: 68.09 |  0: 49.20    |  1: 62.50    |  2: 77.76    |  3: 48.62    |  4: 51.07   
[Batch: 0071/3108] mIoU: 57.84  |  FB-IoU: 68.17 |  0: 49.23    |  1: 62.50    |  2: 77.76    |  3: 48.62    |  4: 51.07   
[Batch: 0072/3108] mIoU: 57.40  |  FB-IoU: 67.44 |  0: 47.07    |  1: 62.50    |  2: 77.76    |  3: 48.62    |  4: 51.07   
[Batch: 0073/3108] mIoU: 57.39  |  FB-IoU: 67.32 |  0: 47.02    |  1: 62.50    |  2: 77.76    |  3: 48.62    |  4: 51.07   
[Batch: 0074/3108] mIoU: 57.70  |  FB-IoU: 67.64 |  0: 47.02    |  1: 62.50    |  2: 77.76    |  3: 50.17    |  4: 51.07   
[Batch: 0075/3108] mIoU: 57.72  |  FB-IoU: 67.68 |  0: 47.13    |  1: 62.50    |  2: 77.76    |  3: 50.17    |  4: 51.07   
[Batch: 0076/3108] mIoU: 57.85  |  FB-IoU: 67.84 |  0: 47.77    |  1: 62.50    |  2: 77.76    |  3: 50.17    |  4: 51.07   
[Batch: 0077/3108] mIoU: 57.85  |  FB-IoU: 67.93 |  0: 47.77    |  1: 62.50    |  2: 77.76    |  3: 50.17    |  4: 51.07   
[Batch: 0078/3108] mIoU: 57.80  |  FB-IoU: 67.92 |  0: 47.52    |  1: 62.50    |  2: 77.76    |  3: 50.17    |  4: 51.07   
[Batch: 0079/3108] mIoU: 57.50  |  FB-IoU: 67.36 |  0: 46.01    |  1: 62.50    |  2: 77.76    |  3: 50.17    |  4: 51.07   
[Batch: 0080/3108] mIoU: 57.58  |  FB-IoU: 67.52 |  0: 46.41    |  1: 62.50    |  2: 77.76    |  3: 50.17    |  4: 51.07   
[Batch: 0081/3108] mIoU: 56.51  |  FB-IoU: 66.15 |  0: 46.41    |  1: 62.50    |  2: 77.76    |  3: 44.80    |  4: 51.07   
[Batch: 0082/3108] mIoU: 53.47  |  FB-IoU: 65.68 |  0: 46.41    |  1: 62.50    |  2: 62.59    |  3: 44.80    |  4: 51.07   
[Batch: 0083/3108] mIoU: 53.06  |  FB-IoU: 65.17 |  0: 46.41    |  1: 62.50    |  2: 62.59    |  3: 42.74    |  4: 51.07   
[Batch: 0084/3108] mIoU: 53.40  |  FB-IoU: 65.39 |  0: 46.41    |  1: 62.50    |  2: 64.27    |  3: 42.74    |  4: 51.07   
[Batch: 0085/3108] mIoU: 53.57  |  FB-IoU: 65.58 |  0: 46.41    |  1: 62.50    |  2: 64.27    |  3: 43.59    |  4: 51.07   
[Batch: 0086/3108] mIoU: 54.20  |  FB-IoU: 65.81 |  0: 46.41    |  1: 65.65    |  2: 64.27    |  3: 43.59    |  4: 51.07   
[Batch: 0087/3108] mIoU: 54.24  |  FB-IoU: 65.75 |  0: 46.60    |  1: 65.65    |  2: 64.27    |  3: 43.59    |  4: 51.07   
[Batch: 0088/3108] mIoU: 54.26  |  FB-IoU: 65.85 |  0: 46.71    |  1: 65.65    |  2: 64.27    |  3: 43.59    |  4: 51.07   
[Batch: 0089/3108] mIoU: 54.34  |  FB-IoU: 65.99 |  0: 47.12    |  1: 65.65    |  2: 64.27    |  3: 43.59    |  4: 51.07   
[Batch: 0090/3108] mIoU: 54.32  |  FB-IoU: 65.98 |  0: 47.04    |  1: 65.65    |  2: 64.27    |  3: 43.59    |  4: 51.07   
[Batch: 0091/3108] mIoU: 54.39  |  FB-IoU: 66.08 |  0: 47.04    |  1: 65.65    |  2: 64.27    |  3: 43.59    |  4: 51.42   
[Batch: 0092/3108] mIoU: 54.47  |  FB-IoU: 66.15 |  0: 47.42    |  1: 65.65    |  2: 64.27    |  3: 43.59    |  4: 51.42   
[Batch: 0093/3108] mIoU: 54.46  |  FB-IoU: 66.20 |  0: 47.36    |  1: 65.65    |  2: 64.27    |  3: 43.59    |  4: 51.42   
[Batch: 0094/3108] mIoU: 54.98  |  FB-IoU: 66.59 |  0: 47.36    |  1: 65.65    |  2: 64.27    |  3: 46.19    |  4: 51.42   
[Batch: 0095/3108] mIoU: 55.00  |  FB-IoU: 66.70 |  0: 47.47    |  1: 65.65    |  2: 64.27    |  3: 46.19    |  4: 51.42   
[Batch: 0096/3108] mIoU: 55.14  |  FB-IoU: 66.83 |  0: 47.47    |  1: 66.33    |  2: 64.27    |  3: 46.19    |  4: 51.42   
[Batch: 0097/3108] mIoU: 55.10  |  FB-IoU: 66.91 |  0: 47.47    |  1: 66.33    |  2: 64.06    |  3: 46.19    |  4: 51.42   
[Batch: 0098/3108] mIoU: 55.66  |  FB-IoU: 67.10 |  0: 47.47    |  1: 66.33    |  2: 64.06    |  3: 46.19    |  4: 54.26   
[Batch: 0099/3108] mIoU: 56.27  |  FB-IoU: 67.37 |  0: 47.47    |  1: 66.33    |  2: 67.09    |  3: 46.19    |  4: 54.26   
[Batch: 0100/3108] mIoU: 56.36  |  FB-IoU: 67.40 |  0: 47.93    |  1: 66.33    |  2: 67.09    |  3: 46.19    |  4: 54.26   
[Batch: 0101/3108] mIoU: 56.28  |  FB-IoU: 67.30 |  0: 47.53    |  1: 66.33    |  2: 67.09    |  3: 46.19    |  4: 54.26   
[Batch: 0102/3108] mIoU: 56.38  |  FB-IoU: 67.43 |  0: 48.04    |  1: 66.33    |  2: 67.09    |  3: 46.19    |  4: 54.26   
[Batch: 0103/3108] mIoU: 56.37  |  FB-IoU: 67.49 |  0: 48.00    |  1: 66.33    |  2: 67.09    |  3: 46.19    |  4: 54.26   
[Batch: 0104/3108] mIoU: 56.60  |  FB-IoU: 67.64 |  0: 48.00    |  1: 67.46    |  2: 67.09    |  3: 46.19    |  4: 54.26   
[Batch: 0105/3108] mIoU: 56.23  |  FB-IoU: 67.20 |  0: 48.00    |  1: 67.46    |  2: 67.09    |  3: 44.32    |  4: 54.26   
[Batch: 0106/3108] mIoU: 54.40  |  FB-IoU: 66.67 |  0: 48.00    |  1: 67.46    |  2: 67.09    |  3: 44.32    |  4: 45.11   
[Batch: 0107/3108] mIoU: 54.50  |  FB-IoU: 66.76 |  0: 48.54    |  1: 67.46    |  2: 67.09    |  3: 44.32    |  4: 45.11   
[Batch: 0108/3108] mIoU: 54.83  |  FB-IoU: 66.88 |  0: 48.54    |  1: 67.46    |  2: 67.09    |  3: 45.93    |  4: 45.11   
[Batch: 0109/3108] mIoU: 54.84  |  FB-IoU: 66.91 |  0: 48.61    |  1: 67.46    |  2: 67.09    |  3: 45.93    |  4: 45.11   
[Batch: 0110/3108] mIoU: 54.80  |  FB-IoU: 66.87 |  0: 48.42    |  1: 67.46    |  2: 67.09    |  3: 45.93    |  4: 45.11   
[Batch: 0111/3108] mIoU: 55.10  |  FB-IoU: 67.12 |  0: 48.42    |  1: 67.46    |  2: 67.09    |  3: 47.42    |  4: 45.11   
[Batch: 0112/3108] mIoU: 52.82  |  FB-IoU: 66.49 |  0: 48.42    |  1: 67.46    |  2: 55.69    |  3: 47.42    |  4: 45.11   
[Batch: 0113/3108] mIoU: 52.82  |  FB-IoU: 66.57 |  0: 48.45    |  1: 67.46    |  2: 55.69    |  3: 47.42    |  4: 45.11   
[Batch: 0114/3108] mIoU: 52.25  |  FB-IoU: 66.37 |  0: 48.45    |  1: 67.46    |  2: 52.83    |  3: 47.42    |  4: 45.11   
[Batch: 0115/3108] mIoU: 52.30  |  FB-IoU: 66.43 |  0: 48.68    |  1: 67.46    |  2: 52.83    |  3: 47.42    |  4: 45.11   
[Batch: 0116/3108] mIoU: 52.08  |  FB-IoU: 66.08 |  0: 47.58    |  1: 67.46    |  2: 52.83    |  3: 47.42    |  4: 45.11   
[Batch: 0117/3108] mIoU: 52.15  |  FB-IoU: 66.19 |  0: 47.58    |  1: 67.46    |  2: 52.83    |  3: 47.79    |  4: 45.11   
[Batch: 0118/3108] mIoU: 52.11  |  FB-IoU: 66.14 |  0: 47.58    |  1: 67.46    |  2: 52.83    |  3: 47.55    |  4: 45.11   
[Batch: 0119/3108] mIoU: 52.17  |  FB-IoU: 66.24 |  0: 47.88    |  1: 67.46    |  2: 52.83    |  3: 47.55    |  4: 45.11   
[Batch: 0120/3108] mIoU: 52.29  |  FB-IoU: 66.38 |  0: 47.88    |  1: 67.46    |  2: 52.83    |  3: 48.18    |  4: 45.11   
[Batch: 0121/3108] mIoU: 52.29  |  FB-IoU: 66.44 |  0: 47.86    |  1: 67.46    |  2: 52.83    |  3: 48.18    |  4: 45.11   
[Batch: 0122/3108] mIoU: 52.34  |  FB-IoU: 66.31 |  0: 48.12    |  1: 67.46    |  2: 52.83    |  3: 48.18    |  4: 45.11   
[Batch: 0123/3108] mIoU: 52.38  |  FB-IoU: 66.40 |  0: 48.32    |  1: 67.46    |  2: 52.83    |  3: 48.18    |  4: 45.11   
[Batch: 0124/3108] mIoU: 52.25  |  FB-IoU: 66.21 |  0: 47.68    |  1: 67.46    |  2: 52.83    |  3: 48.18    |  4: 45.11   
[Batch: 0125/3108] mIoU: 52.17  |  FB-IoU: 66.12 |  0: 47.27    |  1: 67.46    |  2: 52.83    |  3: 48.18    |  4: 45.11   
[Batch: 0126/3108] mIoU: 52.58  |  FB-IoU: 66.28 |  0: 47.27    |  1: 69.52    |  2: 52.83    |  3: 48.18    |  4: 45.11   
[Batch: 0127/3108] mIoU: 51.21  |  FB-IoU: 66.09 |  0: 47.27    |  1: 62.64    |  2: 52.83    |  3: 48.18    |  4: 45.11   
[Batch: 0128/3108] mIoU: 51.42  |  FB-IoU: 66.10 |  0: 47.27    |  1: 62.64    |  2: 52.83    |  3: 48.18    |  4: 46.16   
[Batch: 0129/3108] mIoU: 50.91  |  FB-IoU: 65.98 |  0: 47.27    |  1: 62.64    |  2: 52.83    |  3: 48.18    |  4: 43.64   
[Batch: 0130/3108] mIoU: 50.17  |  FB-IoU: 65.72 |  0: 47.27    |  1: 62.64    |  2: 52.83    |  3: 48.18    |  4: 39.93   
[Batch: 0131/3108] mIoU: 50.20  |  FB-IoU: 65.74 |  0: 47.27    |  1: 62.64    |  2: 52.83    |  3: 48.33    |  4: 39.93   
[Batch: 0132/3108] mIoU: 50.27  |  FB-IoU: 65.87 |  0: 47.64    |  1: 62.64    |  2: 52.83    |  3: 48.33    |  4: 39.93   
[Batch: 0133/3108] mIoU: 50.19  |  FB-IoU: 65.77 |  0: 47.21    |  1: 62.64    |  2: 52.83    |  3: 48.33    |  4: 39.93   
[Batch: 0134/3108] mIoU: 50.20  |  FB-IoU: 65.82 |  0: 47.28    |  1: 62.64    |  2: 52.83    |  3: 48.33    |  4: 39.93   
[Batch: 0135/3108] mIoU: 50.27  |  FB-IoU: 65.95 |  0: 47.60    |  1: 62.64    |  2: 52.83    |  3: 48.33    |  4: 39.93   
[Batch: 0136/3108] mIoU: 50.29  |  FB-IoU: 66.03 |  0: 47.72    |  1: 62.64    |  2: 52.83    |  3: 48.33    |  4: 39.93   
[Batch: 0137/3108] mIoU: 49.01  |  FB-IoU: 65.42 |  0: 47.72    |  1: 62.64    |  2: 52.83    |  3: 48.33    |  4: 33.55   
[Batch: 0138/3108] mIoU: 48.89  |  FB-IoU: 65.22 |  0: 47.12    |  1: 62.64    |  2: 52.83    |  3: 48.33    |  4: 33.55   
[Batch: 0139/3108] mIoU: 49.54  |  FB-IoU: 65.43 |  0: 47.12    |  1: 62.64    |  2: 56.05    |  3: 48.33    |  4: 33.55   
[Batch: 0140/3108] mIoU: 50.37  |  FB-IoU: 65.62 |  0: 47.12    |  1: 62.64    |  2: 56.05    |  3: 48.33    |  4: 37.72   
[Batch: 0141/3108] mIoU: 50.56  |  FB-IoU: 65.77 |  0: 47.12    |  1: 62.64    |  2: 56.05    |  3: 49.25    |  4: 37.72   
[Batch: 0142/3108] mIoU: 50.82  |  FB-IoU: 65.90 |  0: 47.12    |  1: 62.64    |  2: 57.37    |  3: 49.25    |  4: 37.72   
[Batch: 0143/3108] mIoU: 51.12  |  FB-IoU: 66.14 |  0: 47.12    |  1: 62.64    |  2: 57.37    |  3: 50.77    |  4: 37.72   
[Batch: 0144/3108] mIoU: 51.17  |  FB-IoU: 66.22 |  0: 47.12    |  1: 62.64    |  2: 57.37    |  3: 50.99    |  4: 37.72   
[Batch: 0145/3108] mIoU: 51.29  |  FB-IoU: 66.38 |  0: 47.71    |  1: 62.64    |  2: 57.37    |  3: 50.99    |  4: 37.72   
[Batch: 0146/3108] mIoU: 51.39  |  FB-IoU: 66.54 |  0: 48.25    |  1: 62.64    |  2: 57.37    |  3: 50.99    |  4: 37.72   
[Batch: 0147/3108] mIoU: 51.32  |  FB-IoU: 66.40 |  0: 47.89    |  1: 62.64    |  2: 57.37    |  3: 50.99    |  4: 37.72   
[Batch: 0148/3108] mIoU: 51.38  |  FB-IoU: 66.49 |  0: 48.16    |  1: 62.64    |  2: 57.37    |  3: 50.99    |  4: 37.72   
[Batch: 0149/3108] mIoU: 51.39  |  FB-IoU: 66.53 |  0: 48.16    |  1: 62.64    |  2: 57.37    |  3: 51.07    |  4: 37.72   
[Batch: 0150/3108] mIoU: 51.41  |  FB-IoU: 66.59 |  0: 48.24    |  1: 62.64    |  2: 57.37    |  3: 51.07    |  4: 37.72   
[Batch: 0151/3108] mIoU: 51.42  |  FB-IoU: 66.58 |  0: 48.24    |  1: 62.64    |  2: 57.37    |  3: 51.11    |  4: 37.72   
[Batch: 0152/3108] mIoU: 51.11  |  FB-IoU: 66.35 |  0: 48.24    |  1: 62.64    |  2: 57.37    |  3: 51.11    |  4: 36.21   
[Batch: 0153/3108] mIoU: 51.17  |  FB-IoU: 66.40 |  0: 48.52    |  1: 62.64    |  2: 57.37    |  3: 51.11    |  4: 36.21   
[Batch: 0154/3108] mIoU: 51.43  |  FB-IoU: 66.54 |  0: 48.52    |  1: 62.64    |  2: 58.67    |  3: 51.11    |  4: 36.21   
[Batch: 0155/3108] mIoU: 51.48  |  FB-IoU: 66.60 |  0: 48.52    |  1: 62.91    |  2: 58.67    |  3: 51.11    |  4: 36.21   
[Batch: 0156/3108] mIoU: 51.46  |  FB-IoU: 66.57 |  0: 48.39    |  1: 62.91    |  2: 58.67    |  3: 51.11    |  4: 36.21   
[Batch: 0157/3108] mIoU: 51.51  |  FB-IoU: 66.64 |  0: 48.68    |  1: 62.91    |  2: 58.67    |  3: 51.11    |  4: 36.21   
[Batch: 0158/3108] mIoU: 51.50  |  FB-IoU: 66.57 |  0: 48.60    |  1: 62.91    |  2: 58.67    |  3: 51.11    |  4: 36.21   
[Batch: 0159/3108] mIoU: 51.91  |  FB-IoU: 66.71 |  0: 48.60    |  1: 64.95    |  2: 58.67    |  3: 51.11    |  4: 36.21   
[Batch: 0160/3108] mIoU: 52.00  |  FB-IoU: 66.77 |  0: 48.60    |  1: 64.95    |  2: 59.12    |  3: 51.11    |  4: 36.21   
[Batch: 0161/3108] mIoU: 52.05  |  FB-IoU: 66.86 |  0: 48.88    |  1: 64.95    |  2: 59.12    |  3: 51.11    |  4: 36.21   
[Batch: 0162/3108] mIoU: 52.04  |  FB-IoU: 66.82 |  0: 48.88    |  1: 64.95    |  2: 59.12    |  3: 51.02    |  4: 36.21   
[Batch: 0163/3108] mIoU: 52.26  |  FB-IoU: 67.01 |  0: 48.88    |  1: 64.95    |  2: 59.12    |  3: 52.13    |  4: 36.21   
[Batch: 0164/3108] mIoU: 52.52  |  FB-IoU: 67.14 |  0: 48.88    |  1: 64.95    |  2: 60.46    |  3: 52.13    |  4: 36.21   
[Batch: 0165/3108] mIoU: 52.64  |  FB-IoU: 67.23 |  0: 48.88    |  1: 65.54    |  2: 60.46    |  3: 52.13    |  4: 36.21   
[Batch: 0166/3108] mIoU: 52.76  |  FB-IoU: 67.35 |  0: 48.88    |  1: 65.54    |  2: 60.46    |  3: 52.70    |  4: 36.21   
[Batch: 0167/3108] mIoU: 52.60  |  FB-IoU: 67.01 |  0: 48.12    |  1: 65.54    |  2: 60.46    |  3: 52.70    |  4: 36.21   
[Batch: 0168/3108] mIoU: 52.68  |  FB-IoU: 67.09 |  0: 48.12    |  1: 65.54    |  2: 60.46    |  3: 53.06    |  4: 36.21   
[Batch: 0169/3108] mIoU: 51.73  |  FB-IoU: 66.51 |  0: 48.12    |  1: 65.54    |  2: 60.46    |  3: 53.06    |  4: 31.50   
[Batch: 0170/3108] mIoU: 51.80  |  FB-IoU: 66.58 |  0: 48.44    |  1: 65.54    |  2: 60.46    |  3: 53.06    |  4: 31.50   
[Batch: 0171/3108] mIoU: 51.92  |  FB-IoU: 66.72 |  0: 48.44    |  1: 65.54    |  2: 60.46    |  3: 53.66    |  4: 31.50   
[Batch: 0172/3108] mIoU: 51.92  |  FB-IoU: 66.73 |  0: 48.46    |  1: 65.54    |  2: 60.46    |  3: 53.66    |  4: 31.50   
[Batch: 0173/3108] mIoU: 52.08  |  FB-IoU: 66.82 |  0: 48.46    |  1: 66.31    |  2: 60.46    |  3: 53.66    |  4: 31.50   
[Batch: 0174/3108] mIoU: 52.07  |  FB-IoU: 66.87 |  0: 48.45    |  1: 66.31    |  2: 60.46    |  3: 53.66    |  4: 31.50   
[Batch: 0175/3108] mIoU: 51.36  |  FB-IoU: 66.77 |  0: 48.45    |  1: 62.74    |  2: 60.46    |  3: 53.66    |  4: 31.50   
[Batch: 0176/3108] mIoU: 51.34  |  FB-IoU: 66.81 |  0: 48.45    |  1: 62.62    |  2: 60.46    |  3: 53.66    |  4: 31.50   
[Batch: 0177/3108] mIoU: 51.43  |  FB-IoU: 66.88 |  0: 48.45    |  1: 62.62    |  2: 60.46    |  3: 54.14    |  4: 31.50   
[Batch: 0178/3108] mIoU: 51.49  |  FB-IoU: 66.98 |  0: 48.74    |  1: 62.62    |  2: 60.46    |  3: 54.14    |  4: 31.50   
[Batch: 0179/3108] mIoU: 51.51  |  FB-IoU: 67.02 |  0: 48.84    |  1: 62.62    |  2: 60.46    |  3: 54.14    |  4: 31.50   
[Batch: 0180/3108] mIoU: 52.08  |  FB-IoU: 67.24 |  0: 48.84    |  1: 62.62    |  2: 63.32    |  3: 54.14    |  4: 31.50   
[Batch: 0181/3108] mIoU: 52.04  |  FB-IoU: 67.21 |  0: 48.61    |  1: 62.62    |  2: 63.32    |  3: 54.14    |  4: 31.50   
[Batch: 0182/3108] mIoU: 52.05  |  FB-IoU: 67.21 |  0: 48.66    |  1: 62.62    |  2: 63.32    |  3: 54.14    |  4: 31.50   
[Batch: 0183/3108] mIoU: 51.90  |  FB-IoU: 66.99 |  0: 47.95    |  1: 62.62    |  2: 63.32    |  3: 54.14    |  4: 31.50   
[Batch: 0184/3108] mIoU: 51.83  |  FB-IoU: 66.91 |  0: 47.95    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0185/3108] mIoU: 51.82  |  FB-IoU: 66.93 |  0: 47.87    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0186/3108] mIoU: 51.78  |  FB-IoU: 66.91 |  0: 47.69    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0187/3108] mIoU: 51.78  |  FB-IoU: 66.92 |  0: 47.70    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0188/3108] mIoU: 51.89  |  FB-IoU: 66.98 |  0: 48.21    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0189/3108] mIoU: 51.85  |  FB-IoU: 66.96 |  0: 48.04    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0190/3108] mIoU: 51.84  |  FB-IoU: 66.96 |  0: 47.97    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0191/3108] mIoU: 51.84  |  FB-IoU: 67.02 |  0: 47.98    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0192/3108] mIoU: 51.90  |  FB-IoU: 67.06 |  0: 48.26    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0193/3108] mIoU: 51.95  |  FB-IoU: 67.14 |  0: 48.54    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0194/3108] mIoU: 51.98  |  FB-IoU: 67.17 |  0: 48.69    |  1: 62.62    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0195/3108] mIoU: 51.55  |  FB-IoU: 67.11 |  0: 48.69    |  1: 60.46    |  2: 63.32    |  3: 53.78    |  4: 31.50   
[Batch: 0196/3108] mIoU: 51.60  |  FB-IoU: 67.17 |  0: 48.69    |  1: 60.46    |  2: 63.32    |  3: 54.03    |  4: 31.50   
[Batch: 0197/3108] mIoU: 51.62  |  FB-IoU: 67.19 |  0: 48.78    |  1: 60.46    |  2: 63.32    |  3: 54.03    |  4: 31.50   
[Batch: 0198/3108] mIoU: 51.69  |  FB-IoU: 67.09 |  0: 48.78    |  1: 60.46    |  2: 63.32    |  3: 54.03    |  4: 31.86   
[Batch: 0199/3108] mIoU: 52.08  |  FB-IoU: 67.26 |  0: 48.78    |  1: 60.46    |  2: 65.25    |  3: 54.03    |  4: 31.86   
[Batch: 0200/3108] mIoU: 52.16  |  FB-IoU: 67.36 |  0: 49.18    |  1: 60.46    |  2: 65.25    |  3: 54.03    |  4: 31.86   
[Batch: 0201/3108] mIoU: 52.30  |  FB-IoU: 67.46 |  0: 49.18    |  1: 60.46    |  2: 65.99    |  3: 54.03    |  4: 31.86   
[Batch: 0202/3108] mIoU: 52.32  |  FB-IoU: 67.49 |  0: 49.26    |  1: 60.46    |  2: 65.99    |  3: 54.03    |  4: 31.86   
[Batch: 0203/3108] mIoU: 52.53  |  FB-IoU: 67.56 |  0: 49.26    |  1: 61.48    |  2: 65.99    |  3: 54.03    |  4: 31.86   
[Batch: 0204/3108] mIoU: 52.67  |  FB-IoU: 67.70 |  0: 49.26    |  1: 61.48    |  2: 65.99    |  3: 54.78    |  4: 31.86   
[Batch: 0205/3108] mIoU: 52.70  |  FB-IoU: 67.73 |  0: 49.40    |  1: 61.48    |  2: 65.99    |  3: 54.78    |  4: 31.86   
[Batch: 0206/3108] mIoU: 52.72  |  FB-IoU: 67.76 |  0: 49.47    |  1: 61.48    |  2: 65.99    |  3: 54.78    |  4: 31.86   
[Batch: 0207/3108] mIoU: 52.71  |  FB-IoU: 67.77 |  0: 49.47    |  1: 61.48    |  2: 65.99    |  3: 54.75    |  4: 31.86   
[Batch: 0208/3108] mIoU: 52.73  |  FB-IoU: 67.80 |  0: 49.47    |  1: 61.48    |  2: 65.99    |  3: 54.85    |  4: 31.86   
[Batch: 0209/3108] mIoU: 53.00  |  FB-IoU: 67.90 |  0: 49.47    |  1: 62.83    |  2: 65.99    |  3: 54.85    |  4: 31.86   
[Batch: 0210/3108] mIoU: 53.00  |  FB-IoU: 67.93 |  0: 49.45    |  1: 62.83    |  2: 65.99    |  3: 54.85    |  4: 31.86   
[Batch: 0211/3108] mIoU: 53.11  |  FB-IoU: 68.02 |  0: 50.02    |  1: 62.83    |  2: 65.99    |  3: 54.85    |  4: 31.86   
[Batch: 0212/3108] mIoU: 52.98  |  FB-IoU: 68.02 |  0: 50.02    |  1: 62.16    |  2: 65.99    |  3: 54.85    |  4: 31.86   
[Batch: 0213/3108] mIoU: 53.08  |  FB-IoU: 68.10 |  0: 50.02    |  1: 62.16    |  2: 66.52    |  3: 54.85    |  4: 31.86   
[Batch: 0214/3108] mIoU: 52.83  |  FB-IoU: 67.87 |  0: 50.02    |  1: 62.16    |  2: 66.52    |  3: 53.59    |  4: 31.86   
[Batch: 0215/3108] mIoU: 52.92  |  FB-IoU: 67.99 |  0: 50.45    |  1: 62.16    |  2: 66.52    |  3: 53.59    |  4: 31.86   
[Batch: 0216/3108] mIoU: 52.92  |  FB-IoU: 68.02 |  0: 50.44    |  1: 62.16    |  2: 66.52    |  3: 53.59    |  4: 31.86   
[Batch: 0217/3108] mIoU: 53.04  |  FB-IoU: 68.14 |  0: 50.44    |  1: 62.16    |  2: 66.52    |  3: 54.19    |  4: 31.86   
[Batch: 0218/3108] mIoU: 53.43  |  FB-IoU: 68.19 |  0: 50.44    |  1: 62.16    |  2: 66.52    |  3: 54.19    |  4: 33.81   
[Batch: 0219/3108] mIoU: 53.39  |  FB-IoU: 68.16 |  0: 50.44    |  1: 62.16    |  2: 66.52    |  3: 54.02    |  4: 33.81   
[Batch: 0220/3108] mIoU: 53.40  |  FB-IoU: 68.20 |  0: 50.50    |  1: 62.16    |  2: 66.52    |  3: 54.02    |  4: 33.81   
[Batch: 0221/3108] mIoU: 53.31  |  FB-IoU: 68.21 |  0: 50.50    |  1: 62.16    |  2: 66.04    |  3: 54.02    |  4: 33.81   
[Batch: 0222/3108] mIoU: 53.28  |  FB-IoU: 68.19 |  0: 50.50    |  1: 62.16    |  2: 66.04    |  3: 53.90    |  4: 33.81   
[Batch: 0223/3108] mIoU: 53.33  |  FB-IoU: 68.26 |  0: 50.72    |  1: 62.16    |  2: 66.04    |  3: 53.90    |  4: 33.81   
[Batch: 0224/3108] mIoU: 53.35  |  FB-IoU: 68.29 |  0: 50.72    |  1: 62.16    |  2: 66.04    |  3: 54.01    |  4: 33.81   
[Batch: 0225/3108] mIoU: 53.40  |  FB-IoU: 68.33 |  0: 50.72    |  1: 62.16    |  2: 66.04    |  3: 54.24    |  4: 33.81   
[Batch: 0226/3108] mIoU: 53.45  |  FB-IoU: 68.37 |  0: 50.98    |  1: 62.16    |  2: 66.04    |  3: 54.24    |  4: 33.81   
[Batch: 0227/3108] mIoU: 53.48  |  FB-IoU: 68.41 |  0: 51.15    |  1: 62.16    |  2: 66.04    |  3: 54.24    |  4: 33.81   
[Batch: 0228/3108] mIoU: 53.47  |  FB-IoU: 68.38 |  0: 51.07    |  1: 62.16    |  2: 66.04    |  3: 54.24    |  4: 33.81   
[Batch: 0229/3108] mIoU: 53.38  |  FB-IoU: 68.38 |  0: 51.07    |  1: 61.72    |  2: 66.04    |  3: 54.24    |  4: 33.81   
[Batch: 0230/3108] mIoU: 53.39  |  FB-IoU: 68.42 |  0: 51.12    |  1: 61.72    |  2: 66.04    |  3: 54.24    |  4: 33.81   
[Batch: 0231/3108] mIoU: 53.25  |  FB-IoU: 68.23 |  0: 51.12    |  1: 61.72    |  2: 66.04    |  3: 53.56    |  4: 33.81   
[Batch: 0232/3108] mIoU: 53.24  |  FB-IoU: 68.26 |  0: 51.09    |  1: 61.72    |  2: 66.04    |  3: 53.56    |  4: 33.81   
[Batch: 0233/3108] mIoU: 53.24  |  FB-IoU: 68.29 |  0: 51.08    |  1: 61.72    |  2: 66.04    |  3: 53.56    |  4: 33.81   
[Batch: 0234/3108] mIoU: 53.27  |  FB-IoU: 68.35 |  0: 51.23    |  1: 61.72    |  2: 66.04    |  3: 53.56    |  4: 33.81   
[Batch: 0235/3108] mIoU: 53.54  |  FB-IoU: 68.48 |  0: 51.23    |  1: 61.72    |  2: 67.38    |  3: 53.56    |  4: 33.81   
[Batch: 0236/3108] mIoU: 53.39  |  FB-IoU: 68.24 |  0: 50.50    |  1: 61.72    |  2: 67.38    |  3: 53.56    |  4: 33.81   
[Batch: 0237/3108] mIoU: 53.17  |  FB-IoU: 68.00 |  0: 50.50    |  1: 61.72    |  2: 67.38    |  3: 52.43    |  4: 33.81   
[Batch: 0238/3108] mIoU: 53.28  |  FB-IoU: 67.97 |  0: 50.50    |  1: 61.72    |  2: 67.38    |  3: 52.43    |  4: 34.38   
[Batch: 0239/3108] mIoU: 53.32  |  FB-IoU: 68.02 |  0: 50.50    |  1: 61.72    |  2: 67.56    |  3: 52.43    |  4: 34.38   
[Batch: 0240/3108] mIoU: 53.22  |  FB-IoU: 67.92 |  0: 50.50    |  1: 61.72    |  2: 67.56    |  3: 51.93    |  4: 34.38   
[Batch: 0241/3108] mIoU: 53.46  |  FB-IoU: 67.90 |  0: 50.50    |  1: 61.72    |  2: 67.56    |  3: 51.93    |  4: 35.59   
[Batch: 0242/3108] mIoU: 53.16  |  FB-IoU: 67.70 |  0: 50.50    |  1: 61.72    |  2: 67.56    |  3: 51.93    |  4: 34.10   
[Batch: 0243/3108] mIoU: 53.28  |  FB-IoU: 67.79 |  0: 50.50    |  1: 61.72    |  2: 67.56    |  3: 52.50    |  4: 34.10   
[Batch: 0244/3108] mIoU: 53.23  |  FB-IoU: 67.69 |  0: 50.24    |  1: 61.72    |  2: 67.56    |  3: 52.50    |  4: 34.10   
[Batch: 0245/3108] mIoU: 53.23  |  FB-IoU: 67.73 |  0: 50.26    |  1: 61.72    |  2: 67.56    |  3: 52.50    |  4: 34.10   
[Batch: 0246/3108] mIoU: 53.24  |  FB-IoU: 67.75 |  0: 50.26    |  1: 61.72    |  2: 67.56    |  3: 52.54    |  4: 34.10   
[Batch: 0247/3108] mIoU: 53.27  |  FB-IoU: 67.79 |  0: 50.26    |  1: 61.72    |  2: 67.56    |  3: 52.71    |  4: 34.10   
[Batch: 0248/3108] mIoU: 53.32  |  FB-IoU: 67.86 |  0: 50.26    |  1: 61.72    |  2: 67.56    |  3: 52.97    |  4: 34.10   
[Batch: 0249/3108] mIoU: 53.32  |  FB-IoU: 67.88 |  0: 50.25    |  1: 61.72    |  2: 67.56    |  3: 52.97    |  4: 34.10   
[Batch: 0250/3108] mIoU: 53.35  |  FB-IoU: 67.92 |  0: 50.40    |  1: 61.72    |  2: 67.56    |  3: 52.97    |  4: 34.10   
[Batch: 0251/3108] mIoU: 53.50  |  FB-IoU: 67.98 |  0: 50.40    |  1: 62.46    |  2: 67.56    |  3: 52.97    |  4: 34.10   
[Batch: 0252/3108] mIoU: 53.46  |  FB-IoU: 67.85 |  0: 50.40    |  1: 62.46    |  2: 67.56    |  3: 52.97    |  4: 33.90   
[Batch: 0253/3108] mIoU: 53.46  |  FB-IoU: 67.87 |  0: 50.41    |  1: 62.46    |  2: 67.56    |  3: 52.97    |  4: 33.90   
[Batch: 0254/3108] mIoU: 53.41  |  FB-IoU: 67.80 |  0: 50.18    |  1: 62.46    |  2: 67.56    |  3: 52.97    |  4: 33.90   
[Batch: 0255/3108] mIoU: 53.46  |  FB-IoU: 67.84 |  0: 50.39    |  1: 62.46    |  2: 67.56    |  3: 52.97    |  4: 33.90   
[Batch: 0256/3108] mIoU: 53.53  |  FB-IoU: 67.92 |  0: 50.39    |  1: 62.46    |  2: 67.56    |  3: 53.35    |  4: 33.90   
[Batch: 0257/3108] mIoU: 53.60  |  FB-IoU: 67.98 |  0: 50.71    |  1: 62.46    |  2: 67.56    |  3: 53.35    |  4: 33.90   
[Batch: 0258/3108] mIoU: 53.58  |  FB-IoU: 67.95 |  0: 50.61    |  1: 62.46    |  2: 67.56    |  3: 53.35    |  4: 33.90   
[Batch: 0259/3108] mIoU: 53.55  |  FB-IoU: 67.95 |  0: 50.61    |  1: 62.30    |  2: 67.56    |  3: 53.35    |  4: 33.90   
[Batch: 0260/3108] mIoU: 53.68  |  FB-IoU: 68.07 |  0: 50.61    |  1: 62.30    |  2: 67.56    |  3: 54.02    |  4: 33.90   
[Batch: 0261/3108] mIoU: 53.62  |  FB-IoU: 68.00 |  0: 50.33    |  1: 62.30    |  2: 67.56    |  3: 54.02    |  4: 33.90   
[Batch: 0262/3108] mIoU: 53.92  |  FB-IoU: 68.13 |  0: 50.33    |  1: 62.30    |  2: 69.06    |  3: 54.02    |  4: 33.90   
[Batch: 0263/3108] mIoU: 53.86  |  FB-IoU: 68.05 |  0: 50.03    |  1: 62.30    |  2: 69.06    |  3: 54.02    |  4: 33.90   
[Batch: 0264/3108] mIoU: 53.86  |  FB-IoU: 68.08 |  0: 50.04    |  1: 62.30    |  2: 69.06    |  3: 54.02    |  4: 33.90   
[Batch: 0265/3108] mIoU: 53.47  |  FB-IoU: 68.00 |  0: 50.04    |  1: 62.30    |  2: 67.12    |  3: 54.02    |  4: 33.90   
[Batch: 0266/3108] mIoU: 53.43  |  FB-IoU: 68.01 |  0: 50.04    |  1: 62.10    |  2: 67.12    |  3: 54.02    |  4: 33.90   
[Batch: 0267/3108] mIoU: 53.37  |  FB-IoU: 67.92 |  0: 49.69    |  1: 62.10    |  2: 67.12    |  3: 54.02    |  4: 33.90   
[Batch: 0268/3108] mIoU: 53.33  |  FB-IoU: 67.87 |  0: 49.53    |  1: 62.10    |  2: 67.12    |  3: 54.02    |  4: 33.90   
[Batch: 0269/3108] mIoU: 53.41  |  FB-IoU: 67.93 |  0: 49.53    |  1: 62.51    |  2: 67.12    |  3: 54.02    |  4: 33.90   
[Batch: 0270/3108] mIoU: 53.43  |  FB-IoU: 67.97 |  0: 49.59    |  1: 62.51    |  2: 67.12    |  3: 54.02    |  4: 33.90   
[Batch: 0271/3108] mIoU: 53.39  |  FB-IoU: 67.94 |  0: 49.59    |  1: 62.51    |  2: 67.12    |  3: 53.84    |  4: 33.90   
[Batch: 0272/3108] mIoU: 53.40  |  FB-IoU: 67.96 |  0: 49.65    |  1: 62.51    |  2: 67.12    |  3: 53.84    |  4: 33.90   
[Batch: 0273/3108] mIoU: 53.39  |  FB-IoU: 67.96 |  0: 49.65    |  1: 62.51    |  2: 67.12    |  3: 53.78    |  4: 33.90   
[Batch: 0274/3108] mIoU: 53.89  |  FB-IoU: 68.02 |  0: 49.65    |  1: 62.51    |  2: 67.12    |  3: 53.78    |  4: 36.40   
[Batch: 0275/3108] mIoU: 53.91  |  FB-IoU: 68.05 |  0: 49.73    |  1: 62.51    |  2: 67.12    |  3: 53.78    |  4: 36.40   
[Batch: 0276/3108] mIoU: 53.94  |  FB-IoU: 68.10 |  0: 49.87    |  1: 62.51    |  2: 67.12    |  3: 53.78    |  4: 36.40   
[Batch: 0277/3108] mIoU: 53.93  |  FB-IoU: 68.09 |  0: 49.87    |  1: 62.51    |  2: 67.12    |  3: 53.76    |  4: 36.40   
[Batch: 0278/3108] mIoU: 53.94  |  FB-IoU: 68.12 |  0: 49.91    |  1: 62.51    |  2: 67.12    |  3: 53.76    |  4: 36.40   
[Batch: 0279/3108] mIoU: 54.05  |  FB-IoU: 68.21 |  0: 49.91    |  1: 62.51    |  2: 67.12    |  3: 54.31    |  4: 36.40   
[Batch: 0280/3108] mIoU: 54.08  |  FB-IoU: 68.24 |  0: 50.05    |  1: 62.51    |  2: 67.12    |  3: 54.31    |  4: 36.40   
[Batch: 0281/3108] mIoU: 54.13  |  FB-IoU: 68.30 |  0: 50.29    |  1: 62.51    |  2: 67.12    |  3: 54.31    |  4: 36.40   
[Batch: 0282/3108] mIoU: 53.87  |  FB-IoU: 68.25 |  0: 50.29    |  1: 62.51    |  2: 65.84    |  3: 54.31    |  4: 36.40   
[Batch: 0283/3108] mIoU: 53.88  |  FB-IoU: 68.27 |  0: 50.35    |  1: 62.51    |  2: 65.84    |  3: 54.31    |  4: 36.40   
[Batch: 0284/3108] mIoU: 53.58  |  FB-IoU: 68.18 |  0: 50.35    |  1: 62.51    |  2: 64.34    |  3: 54.31    |  4: 36.40   
[Batch: 0285/3108] mIoU: 53.74  |  FB-IoU: 68.31 |  0: 50.35    |  1: 62.51    |  2: 64.34    |  3: 55.09    |  4: 36.40   
[Batch: 0286/3108] mIoU: 53.75  |  FB-IoU: 68.34 |  0: 50.42    |  1: 62.51    |  2: 64.34    |  3: 55.09    |  4: 36.40   
[Batch: 0287/3108] mIoU: 53.72  |  FB-IoU: 68.34 |  0: 50.42    |  1: 62.51    |  2: 64.34    |  3: 54.94    |  4: 36.40   
[Batch: 0288/3108] mIoU: 53.70  |  FB-IoU: 68.32 |  0: 50.31    |  1: 62.51    |  2: 64.34    |  3: 54.94    |  4: 36.40   
[Batch: 0289/3108] mIoU: 53.80  |  FB-IoU: 68.39 |  0: 50.31    |  1: 62.51    |  2: 64.83    |  3: 54.94    |  4: 36.40   
[Batch: 0290/3108] mIoU: 53.80  |  FB-IoU: 68.41 |  0: 50.31    |  1: 62.51    |  2: 64.83    |  3: 54.97    |  4: 36.40   
[Batch: 0291/3108] mIoU: 53.78  |  FB-IoU: 68.41 |  0: 50.31    |  1: 62.51    |  2: 64.83    |  3: 54.82    |  4: 36.40   
[Batch: 0292/3108] mIoU: 53.82  |  FB-IoU: 68.45 |  0: 50.31    |  1: 62.74    |  2: 64.83    |  3: 54.82    |  4: 36.40   
[Batch: 0293/3108] mIoU: 53.80  |  FB-IoU: 68.43 |  0: 50.21    |  1: 62.74    |  2: 64.83    |  3: 54.82    |  4: 36.40   
[Batch: 0294/3108] mIoU: 53.83  |  FB-IoU: 68.45 |  0: 50.36    |  1: 62.74    |  2: 64.83    |  3: 54.82    |  4: 36.40   
[Batch: 0295/3108] mIoU: 53.91  |  FB-IoU: 68.53 |  0: 50.36    |  1: 62.74    |  2: 64.83    |  3: 55.22    |  4: 36.40   
[Batch: 0296/3108] mIoU: 53.89  |  FB-IoU: 68.52 |  0: 50.25    |  1: 62.74    |  2: 64.83    |  3: 55.22    |  4: 36.40   
[Batch: 0297/3108] mIoU: 53.98  |  FB-IoU: 68.61 |  0: 50.25    |  1: 62.74    |  2: 64.83    |  3: 55.68    |  4: 36.40   
[Batch: 0298/3108] mIoU: 53.83  |  FB-IoU: 68.58 |  0: 50.25    |  1: 62.74    |  2: 64.09    |  3: 55.68    |  4: 36.40   
[Batch: 0299/3108] mIoU: 53.73  |  FB-IoU: 68.41 |  0: 49.74    |  1: 62.74    |  2: 64.09    |  3: 55.68    |  4: 36.40   
[Batch: 0300/3108] mIoU: 53.83  |  FB-IoU: 68.51 |  0: 49.74    |  1: 62.74    |  2: 64.09    |  3: 56.20    |  4: 36.40   
[Batch: 0301/3108] mIoU: 53.85  |  FB-IoU: 68.53 |  0: 49.82    |  1: 62.74    |  2: 64.09    |  3: 56.20    |  4: 36.40   
[Batch: 0302/3108] mIoU: 53.81  |  FB-IoU: 68.54 |  0: 49.82    |  1: 62.55    |  2: 64.09    |  3: 56.20    |  4: 36.40   
[Batch: 0303/3108] mIoU: 53.82  |  FB-IoU: 68.56 |  0: 49.85    |  1: 62.55    |  2: 64.09    |  3: 56.20    |  4: 36.40   
[Batch: 0304/3108] mIoU: 53.79  |  FB-IoU: 68.52 |  0: 49.73    |  1: 62.55    |  2: 64.09    |  3: 56.20    |  4: 36.40   
[Batch: 0305/3108] mIoU: 53.67  |  FB-IoU: 68.28 |  0: 49.09    |  1: 62.55    |  2: 64.09    |  3: 56.20    |  4: 36.40   
[Batch: 0306/3108] mIoU: 53.78  |  FB-IoU: 68.37 |  0: 49.09    |  1: 62.55    |  2: 64.09    |  3: 56.78    |  4: 36.40   
[Batch: 0307/3108] mIoU: 53.81  |  FB-IoU: 68.38 |  0: 49.21    |  1: 62.55    |  2: 64.09    |  3: 56.78    |  4: 36.40   
[Batch: 0308/3108] mIoU: 53.81  |  FB-IoU: 68.41 |  0: 49.21    |  1: 62.55    |  2: 64.09    |  3: 56.78    |  4: 36.40   
[Batch: 0309/3108] mIoU: 53.81  |  FB-IoU: 68.40 |  0: 49.23    |  1: 62.55    |  2: 64.09    |  3: 56.78    |  4: 36.40   
[Batch: 0310/3108] mIoU: 53.93  |  FB-IoU: 68.51 |  0: 49.23    |  1: 62.55    |  2: 64.09    |  3: 57.37    |  4: 36.40   
[Batch: 0311/3108] mIoU: 53.95  |  FB-IoU: 68.50 |  0: 49.32    |  1: 62.55    |  2: 64.09    |  3: 57.37    |  4: 36.40   
[Batch: 0312/3108] mIoU: 53.89  |  FB-IoU: 68.46 |  0: 49.32    |  1: 62.55    |  2: 64.09    |  3: 57.06    |  4: 36.40   
[Batch: 0313/3108] mIoU: 53.89  |  FB-IoU: 68.44 |  0: 49.32    |  1: 62.55    |  2: 64.09    |  3: 57.06    |  4: 36.44   
[Batch: 0314/3108] mIoU: 53.86  |  FB-IoU: 68.40 |  0: 49.17    |  1: 62.55    |  2: 64.09    |  3: 57.06    |  4: 36.44   
[Batch: 0315/3108] mIoU: 53.87  |  FB-IoU: 68.42 |  0: 49.18    |  1: 62.55    |  2: 64.09    |  3: 57.06    |  4: 36.44   
[Batch: 0316/3108] mIoU: 53.90  |  FB-IoU: 68.47 |  0: 49.36    |  1: 62.55    |  2: 64.09    |  3: 57.06    |  4: 36.44   
[Batch: 0317/3108] mIoU: 53.88  |  FB-IoU: 68.46 |  0: 49.36    |  1: 62.55    |  2: 64.09    |  3: 56.95    |  4: 36.44   
[Batch: 0318/3108] mIoU: 53.87  |  FB-IoU: 68.48 |  0: 49.36    |  1: 62.52    |  2: 64.09    |  3: 56.95    |  4: 36.44   
[Batch: 0319/3108] mIoU: 53.87  |  FB-IoU: 68.48 |  0: 49.35    |  1: 62.52    |  2: 64.09    |  3: 56.95    |  4: 36.44   
[Batch: 0320/3108] mIoU: 53.88  |  FB-IoU: 68.50 |  0: 49.39    |  1: 62.52    |  2: 64.09    |  3: 56.95    |  4: 36.44   
[Batch: 0321/3108] mIoU: 53.88  |  FB-IoU: 68.50 |  0: 49.41    |  1: 62.52    |  2: 64.09    |  3: 56.95    |  4: 36.44   
[Batch: 0322/3108] mIoU: 53.92  |  FB-IoU: 68.55 |  0: 49.41    |  1: 62.52    |  2: 64.09    |  3: 57.14    |  4: 36.44   
[Batch: 0323/3108] mIoU: 53.87  |  FB-IoU: 68.49 |  0: 49.18    |  1: 62.52    |  2: 64.09    |  3: 57.14    |  4: 36.44   
[Batch: 0324/3108] mIoU: 53.90  |  FB-IoU: 68.52 |  0: 49.31    |  1: 62.52    |  2: 64.09    |  3: 57.14    |  4: 36.44   
[Batch: 0325/3108] mIoU: 53.88  |  FB-IoU: 68.50 |  0: 49.20    |  1: 62.52    |  2: 64.09    |  3: 57.14    |  4: 36.44   
[Batch: 0326/3108] mIoU: 53.89  |  FB-IoU: 68.53 |  0: 49.20    |  1: 62.56    |  2: 64.09    |  3: 57.14    |  4: 36.44   
[Batch: 0327/3108] mIoU: 53.90  |  FB-IoU: 68.56 |  0: 49.26    |  1: 62.56    |  2: 64.09    |  3: 57.14    |  4: 36.44   
[Batch: 0328/3108] mIoU: 53.94  |  FB-IoU: 68.58 |  0: 49.47    |  1: 62.56    |  2: 64.09    |  3: 57.14    |  4: 36.44   
[Batch: 0329/3108] mIoU: 54.00  |  FB-IoU: 68.65 |  0: 49.47    |  1: 62.56    |  2: 64.09    |  3: 57.47    |  4: 36.44   
[Batch: 0330/3108] mIoU: 53.98  |  FB-IoU: 68.62 |  0: 49.32    |  1: 62.56    |  2: 64.09    |  3: 57.47    |  4: 36.44   
[Batch: 0331/3108] mIoU: 53.89  |  FB-IoU: 68.45 |  0: 48.88    |  1: 62.56    |  2: 64.09    |  3: 57.47    |  4: 36.44   
[Batch: 0332/3108] mIoU: 53.95  |  FB-IoU: 68.52 |  0: 48.88    |  1: 62.56    |  2: 64.09    |  3: 57.76    |  4: 36.44   
[Batch: 0333/3108] mIoU: 53.95  |  FB-IoU: 68.50 |  0: 48.88    |  1: 62.56    |  2: 64.09    |  3: 57.76    |  4: 36.44   
[Batch: 0334/3108] mIoU: 53.98  |  FB-IoU: 68.55 |  0: 49.04    |  1: 62.56    |  2: 64.09    |  3: 57.76    |  4: 36.44   
[Batch: 0335/3108] mIoU: 54.11  |  FB-IoU: 68.60 |  0: 49.04    |  1: 63.20    |  2: 64.09    |  3: 57.76    |  4: 36.44   
[Batch: 0336/3108] mIoU: 54.16  |  FB-IoU: 68.67 |  0: 49.04    |  1: 63.20    |  2: 64.09    |  3: 58.03    |  4: 36.44   
[Batch: 0337/3108] mIoU: 54.14  |  FB-IoU: 68.63 |  0: 48.92    |  1: 63.20    |  2: 64.09    |  3: 58.03    |  4: 36.44   
[Batch: 0338/3108] mIoU: 54.14  |  FB-IoU: 68.66 |  0: 48.92    |  1: 63.20    |  2: 64.09    |  3: 58.06    |  4: 36.44   
[Batch: 0339/3108] mIoU: 54.14  |  FB-IoU: 68.67 |  0: 48.92    |  1: 63.20    |  2: 64.09    |  3: 58.07    |  4: 36.44   
[Batch: 0340/3108] mIoU: 54.15  |  FB-IoU: 68.67 |  0: 48.96    |  1: 63.20    |  2: 64.09    |  3: 58.07    |  4: 36.44   
[Batch: 0341/3108] mIoU: 54.15  |  FB-IoU: 68.68 |  0: 48.96    |  1: 63.20    |  2: 64.09    |  3: 58.07    |  4: 36.44   
[Batch: 0342/3108] mIoU: 54.17  |  FB-IoU: 68.73 |  0: 49.07    |  1: 63.20    |  2: 64.09    |  3: 58.07    |  4: 36.44   
[Batch: 0343/3108] mIoU: 54.38  |  FB-IoU: 68.80 |  0: 49.07    |  1: 64.25    |  2: 64.09    |  3: 58.07    |  4: 36.44   
[Batch: 0344/3108] mIoU: 54.38  |  FB-IoU: 68.79 |  0: 49.06    |  1: 64.25    |  2: 64.09    |  3: 58.07    |  4: 36.44   
[Batch: 0345/3108] mIoU: 54.41  |  FB-IoU: 68.84 |  0: 49.21    |  1: 64.25    |  2: 64.09    |  3: 58.07    |  4: 36.44   
[Batch: 0346/3108] mIoU: 54.45  |  FB-IoU: 68.89 |  0: 49.39    |  1: 64.25    |  2: 64.09    |  3: 58.07    |  4: 36.44   
[Batch: 0347/3108] mIoU: 54.48  |  FB-IoU: 68.91 |  0: 49.39    |  1: 64.25    |  2: 64.09    |  3: 58.26    |  4: 36.44   
[Batch: 0348/3108] mIoU: 54.51  |  FB-IoU: 68.96 |  0: 49.52    |  1: 64.25    |  2: 64.09    |  3: 58.26    |  4: 36.44   
[Batch: 0349/3108] mIoU: 54.53  |  FB-IoU: 68.97 |  0: 49.63    |  1: 64.25    |  2: 64.09    |  3: 58.26    |  4: 36.44   
[Batch: 0350/3108] mIoU: 54.65  |  FB-IoU: 69.08 |  0: 49.63    |  1: 64.25    |  2: 64.09    |  3: 58.86    |  4: 36.44   
[Batch: 0351/3108] mIoU: 54.63  |  FB-IoU: 69.04 |  0: 49.54    |  1: 64.25    |  2: 64.09    |  3: 58.86    |  4: 36.44   
[Batch: 0352/3108] mIoU: 54.66  |  FB-IoU: 69.09 |  0: 49.54    |  1: 64.25    |  2: 64.09    |  3: 59.00    |  4: 36.44   
[Batch: 0353/3108] mIoU: 54.67  |  FB-IoU: 69.12 |  0: 49.59    |  1: 64.25    |  2: 64.09    |  3: 59.00    |  4: 36.44   
[Batch: 0354/3108] mIoU: 54.75  |  FB-IoU: 69.16 |  0: 49.59    |  1: 64.25    |  2: 64.47    |  3: 59.00    |  4: 36.44   
[Batch: 0355/3108] mIoU: 54.75  |  FB-IoU: 69.16 |  0: 49.61    |  1: 64.25    |  2: 64.47    |  3: 59.00    |  4: 36.44   
[Batch: 0356/3108] mIoU: 54.58  |  FB-IoU: 68.85 |  0: 48.77    |  1: 64.25    |  2: 64.47    |  3: 59.00    |  4: 36.44   
[Batch: 0357/3108] mIoU: 54.56  |  FB-IoU: 68.84 |  0: 48.77    |  1: 64.25    |  2: 64.47    |  3: 58.87    |  4: 36.44   
[Batch: 0358/3108] mIoU: 54.58  |  FB-IoU: 68.88 |  0: 48.88    |  1: 64.25    |  2: 64.47    |  3: 58.87    |  4: 36.44   
[Batch: 0359/3108] mIoU: 54.67  |  FB-IoU: 68.96 |  0: 48.88    |  1: 64.25    |  2: 64.47    |  3: 59.31    |  4: 36.44   
[Batch: 0360/3108] mIoU: 54.69  |  FB-IoU: 69.00 |  0: 48.88    |  1: 64.25    |  2: 64.47    |  3: 59.42    |  4: 36.44   
[Batch: 0361/3108] mIoU: 54.69  |  FB-IoU: 69.01 |  0: 48.88    |  1: 64.25    |  2: 64.47    |  3: 59.42    |  4: 36.44   
[Batch: 0362/3108] mIoU: 54.69  |  FB-IoU: 69.02 |  0: 48.90    |  1: 64.25    |  2: 64.47    |  3: 59.42    |  4: 36.44   
[Batch: 0363/3108] mIoU: 54.70  |  FB-IoU: 69.04 |  0: 48.90    |  1: 64.25    |  2: 64.47    |  3: 59.45    |  4: 36.44   
[Batch: 0364/3108] mIoU: 54.74  |  FB-IoU: 69.07 |  0: 49.08    |  1: 64.25    |  2: 64.47    |  3: 59.45    |  4: 36.44   
[Batch: 0365/3108] mIoU: 54.74  |  FB-IoU: 69.09 |  0: 49.11    |  1: 64.25    |  2: 64.47    |  3: 59.45    |  4: 36.44   
[Batch: 0366/3108] mIoU: 54.79  |  FB-IoU: 69.14 |  0: 49.11    |  1: 64.25    |  2: 64.47    |  3: 59.69    |  4: 36.44   
[Batch: 0367/3108] mIoU: 54.77  |  FB-IoU: 69.14 |  0: 49.11    |  1: 64.25    |  2: 64.47    |  3: 59.59    |  4: 36.44   
[Batch: 0368/3108] mIoU: 54.76  |  FB-IoU: 69.12 |  0: 49.05    |  1: 64.25    |  2: 64.47    |  3: 59.59    |  4: 36.44   
[Batch: 0369/3108] mIoU: 54.87  |  FB-IoU: 69.22 |  0: 49.05    |  1: 64.25    |  2: 64.47    |  3: 60.16    |  4: 36.44   
[Batch: 0370/3108] mIoU: 54.95  |  FB-IoU: 69.26 |  0: 49.05    |  1: 64.61    |  2: 64.47    |  3: 60.16    |  4: 36.44   
[Batch: 0371/3108] mIoU: 54.79  |  FB-IoU: 68.97 |  0: 48.30    |  1: 64.61    |  2: 64.47    |  3: 60.16    |  4: 36.44   
[Batch: 0372/3108] mIoU: 54.69  |  FB-IoU: 68.97 |  0: 48.30    |  1: 64.10    |  2: 64.47    |  3: 60.16    |  4: 36.44   
[Batch: 0373/3108] mIoU: 54.74  |  FB-IoU: 69.02 |  0: 48.30    |  1: 64.10    |  2: 64.47    |  3: 60.39    |  4: 36.44   
[Batch: 0374/3108] mIoU: 54.72  |  FB-IoU: 69.01 |  0: 48.22    |  1: 64.10    |  2: 64.47    |  3: 60.39    |  4: 36.44   
[Batch: 0375/3108] mIoU: 54.08  |  FB-IoU: 68.81 |  0: 48.22    |  1: 64.10    |  2: 61.26    |  3: 60.39    |  4: 36.44   
[Batch: 0376/3108] mIoU: 54.04  |  FB-IoU: 68.70 |  0: 47.99    |  1: 64.10    |  2: 61.26    |  3: 60.39    |  4: 36.44   
[Batch: 0377/3108] mIoU: 54.06  |  FB-IoU: 68.72 |  0: 48.11    |  1: 64.10    |  2: 61.26    |  3: 60.39    |  4: 36.44   
[Batch: 0378/3108] mIoU: 54.28  |  FB-IoU: 68.79 |  0: 48.11    |  1: 65.19    |  2: 61.26    |  3: 60.39    |  4: 36.44   
[Batch: 0379/3108] mIoU: 54.33  |  FB-IoU: 68.85 |  0: 48.11    |  1: 65.19    |  2: 61.26    |  3: 60.66    |  4: 36.44   
[Batch: 0380/3108] mIoU: 54.29  |  FB-IoU: 68.82 |  0: 48.11    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0381/3108] mIoU: 54.32  |  FB-IoU: 68.85 |  0: 48.25    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0382/3108] mIoU: 54.33  |  FB-IoU: 68.86 |  0: 48.29    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0383/3108] mIoU: 54.33  |  FB-IoU: 68.87 |  0: 48.29    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0384/3108] mIoU: 54.36  |  FB-IoU: 68.88 |  0: 48.43    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0385/3108] mIoU: 54.36  |  FB-IoU: 68.89 |  0: 48.45    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0386/3108] mIoU: 54.38  |  FB-IoU: 68.92 |  0: 48.53    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0387/3108] mIoU: 54.40  |  FB-IoU: 68.97 |  0: 48.67    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0388/3108] mIoU: 54.41  |  FB-IoU: 68.98 |  0: 48.72    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0389/3108] mIoU: 54.40  |  FB-IoU: 68.97 |  0: 48.66    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0390/3108] mIoU: 54.41  |  FB-IoU: 68.99 |  0: 48.72    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0391/3108] mIoU: 54.42  |  FB-IoU: 69.01 |  0: 48.76    |  1: 65.19    |  2: 61.26    |  3: 60.47    |  4: 36.44   
[Batch: 0392/3108] mIoU: 54.30  |  FB-IoU: 68.90 |  0: 48.76    |  1: 65.19    |  2: 61.26    |  3: 59.83    |  4: 36.44   
[Batch: 0393/3108] mIoU: 54.27  |  FB-IoU: 68.84 |  0: 48.63    |  1: 65.19    |  2: 61.26    |  3: 59.83    |  4: 36.44   
[Batch: 0394/3108] mIoU: 54.25  |  FB-IoU: 68.79 |  0: 48.51    |  1: 65.19    |  2: 61.26    |  3: 59.83    |  4: 36.44   
[Batch: 0395/3108] mIoU: 54.27  |  FB-IoU: 68.82 |  0: 48.65    |  1: 65.19    |  2: 61.26    |  3: 59.83    |  4: 36.44   
[Batch: 0396/3108] mIoU: 54.26  |  FB-IoU: 68.81 |  0: 48.58    |  1: 65.19    |  2: 61.26    |  3: 59.83    |  4: 36.44   
[Batch: 0397/3108] mIoU: 54.28  |  FB-IoU: 68.85 |  0: 48.70    |  1: 65.19    |  2: 61.26    |  3: 59.83    |  4: 36.44   
[Batch: 0398/3108] mIoU: 54.41  |  FB-IoU: 68.91 |  0: 48.70    |  1: 65.19    |  2: 61.91    |  3: 59.83    |  4: 36.44   
[Batch: 0399/3108] mIoU: 54.33  |  FB-IoU: 68.72 |  0: 48.30    |  1: 65.19    |  2: 61.91    |  3: 59.83    |  4: 36.44   
[Batch: 0400/3108] mIoU: 54.47  |  FB-IoU: 68.77 |  0: 48.30    |  1: 65.88    |  2: 61.91    |  3: 59.83    |  4: 36.44   
[Batch: 0401/3108] mIoU: 54.52  |  FB-IoU: 68.82 |  0: 48.30    |  1: 65.88    |  2: 61.91    |  3: 60.07    |  4: 36.44   
[Batch: 0402/3108] mIoU: 54.48  |  FB-IoU: 68.79 |  0: 48.30    |  1: 65.88    |  2: 61.91    |  3: 59.89    |  4: 36.44   
[Batch: 0403/3108] mIoU: 54.51  |  FB-IoU: 68.82 |  0: 48.41    |  1: 65.88    |  2: 61.91    |  3: 59.89    |  4: 36.44   
[Batch: 0404/3108] mIoU: 54.45  |  FB-IoU: 68.81 |  0: 48.41    |  1: 65.88    |  2: 61.63    |  3: 59.89    |  4: 36.44   
[Batch: 0405/3108] mIoU: 54.48  |  FB-IoU: 68.85 |  0: 48.41    |  1: 65.88    |  2: 61.63    |  3: 60.03    |  4: 36.44   
[Batch: 0406/3108] mIoU: 54.14  |  FB-IoU: 68.69 |  0: 48.41    |  1: 65.88    |  2: 61.63    |  3: 60.03    |  4: 34.73   
[Batch: 0407/3108] mIoU: 54.29  |  FB-IoU: 68.75 |  0: 48.41    |  1: 65.88    |  2: 62.41    |  3: 60.03    |  4: 34.73   
[Batch: 0408/3108] mIoU: 54.27  |  FB-IoU: 68.72 |  0: 48.29    |  1: 65.88    |  2: 62.41    |  3: 60.03    |  4: 34.73   
[Batch: 0409/3108] mIoU: 54.27  |  FB-IoU: 68.71 |  0: 48.28    |  1: 65.88    |  2: 62.41    |  3: 60.03    |  4: 34.73   
[Batch: 0410/3108] mIoU: 54.36  |  FB-IoU: 68.79 |  0: 48.28    |  1: 65.88    |  2: 62.41    |  3: 60.49    |  4: 34.73   
[Batch: 0411/3108] mIoU: 54.36  |  FB-IoU: 68.81 |  0: 48.27    |  1: 65.88    |  2: 62.41    |  3: 60.49    |  4: 34.73   
[Batch: 0412/3108] mIoU: 54.17  |  FB-IoU: 68.77 |  0: 48.27    |  1: 65.88    |  2: 61.49    |  3: 60.49    |  4: 34.73   
[Batch: 0413/3108] mIoU: 54.18  |  FB-IoU: 68.78 |  0: 48.29    |  1: 65.88    |  2: 61.49    |  3: 60.49    |  4: 34.73   
[Batch: 0414/3108] mIoU: 54.10  |  FB-IoU: 68.71 |  0: 48.29    |  1: 65.88    |  2: 61.49    |  3: 60.08    |  4: 34.73   
[Batch: 0415/3108] mIoU: 54.09  |  FB-IoU: 68.73 |  0: 48.28    |  1: 65.88    |  2: 61.49    |  3: 60.08    |  4: 34.73   
[Batch: 0416/3108] mIoU: 54.10  |  FB-IoU: 68.74 |  0: 48.28    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 34.73   
[Batch: 0417/3108] mIoU: 54.10  |  FB-IoU: 68.75 |  0: 48.28    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 34.73   
[Batch: 0418/3108] mIoU: 54.12  |  FB-IoU: 68.78 |  0: 48.38    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 34.73   
[Batch: 0419/3108] mIoU: 54.14  |  FB-IoU: 68.79 |  0: 48.48    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 34.73   
[Batch: 0420/3108] mIoU: 54.16  |  FB-IoU: 68.83 |  0: 48.60    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 34.73   
[Batch: 0421/3108] mIoU: 54.18  |  FB-IoU: 68.87 |  0: 48.72    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 34.73   
[Batch: 0422/3108] mIoU: 54.18  |  FB-IoU: 68.88 |  0: 48.72    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 34.73   
[Batch: 0423/3108] mIoU: 54.21  |  FB-IoU: 68.90 |  0: 48.84    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 34.73   
[Batch: 0424/3108] mIoU: 54.13  |  FB-IoU: 68.75 |  0: 48.44    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 34.73   
[Batch: 0425/3108] mIoU: 54.10  |  FB-IoU: 68.70 |  0: 48.30    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 34.73   
[Batch: 0426/3108] mIoU: 53.91  |  FB-IoU: 68.62 |  0: 48.30    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 33.80   
[Batch: 0427/3108] mIoU: 53.90  |  FB-IoU: 68.61 |  0: 48.25    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 33.80   
[Batch: 0428/3108] mIoU: 53.81  |  FB-IoU: 68.40 |  0: 47.77    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 33.80   
[Batch: 0429/3108] mIoU: 53.79  |  FB-IoU: 68.30 |  0: 47.66    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 33.80   
[Batch: 0430/3108] mIoU: 53.80  |  FB-IoU: 68.29 |  0: 47.72    |  1: 65.88    |  2: 61.49    |  3: 60.10    |  4: 33.80   
[Batch: 0431/3108] mIoU: 53.77  |  FB-IoU: 68.27 |  0: 47.72    |  1: 65.88    |  2: 61.49    |  3: 59.95    |  4: 33.80   
[Batch: 0432/3108] mIoU: 53.78  |  FB-IoU: 68.28 |  0: 47.78    |  1: 65.88    |  2: 61.49    |  3: 59.95    |  4: 33.80   
[Batch: 0433/3108] mIoU: 53.89  |  FB-IoU: 68.38 |  0: 47.78    |  1: 65.88    |  2: 61.49    |  3: 60.49    |  4: 33.80   
[Batch: 0434/3108] mIoU: 53.91  |  FB-IoU: 68.41 |  0: 47.78    |  1: 65.98    |  2: 61.49    |  3: 60.49    |  4: 33.80   
[Batch: 0435/3108] mIoU: 53.98  |  FB-IoU: 68.44 |  0: 47.78    |  1: 66.33    |  2: 61.49    |  3: 60.49    |  4: 33.80   
[Batch: 0436/3108] mIoU: 54.01  |  FB-IoU: 68.47 |  0: 47.92    |  1: 66.33    |  2: 61.49    |  3: 60.49    |  4: 33.80   
[Batch: 0437/3108] mIoU: 54.01  |  FB-IoU: 68.48 |  0: 47.92    |  1: 66.33    |  2: 61.49    |  3: 60.49    |  4: 33.80   
[Batch: 0438/3108] mIoU: 54.03  |  FB-IoU: 68.51 |  0: 48.04    |  1: 66.33    |  2: 61.49    |  3: 60.49    |  4: 33.80   
[Batch: 0439/3108] mIoU: 54.00  |  FB-IoU: 68.49 |  0: 48.04    |  1: 66.33    |  2: 61.49    |  3: 60.36    |  4: 33.80   
[Batch: 0440/3108] mIoU: 53.83  |  FB-IoU: 68.41 |  0: 48.04    |  1: 66.33    |  2: 61.49    |  3: 60.36    |  4: 32.93   
[Batch: 0441/3108] mIoU: 53.83  |  FB-IoU: 68.41 |  0: 48.01    |  1: 66.33    |  2: 61.49    |  3: 60.36    |  4: 32.93   
[Batch: 0442/3108] mIoU: 53.82  |  FB-IoU: 68.42 |  0: 48.01    |  1: 66.33    |  2: 61.49    |  3: 60.35    |  4: 32.93   
[Batch: 0443/3108] mIoU: 53.83  |  FB-IoU: 68.43 |  0: 48.07    |  1: 66.33    |  2: 61.49    |  3: 60.35    |  4: 32.93   
[Batch: 0444/3108] mIoU: 53.86  |  FB-IoU: 68.47 |  0: 48.20    |  1: 66.33    |  2: 61.49    |  3: 60.35    |  4: 32.93   
[Batch: 0445/3108] mIoU: 53.91  |  FB-IoU: 68.52 |  0: 48.43    |  1: 66.33    |  2: 61.49    |  3: 60.35    |  4: 32.93   
[Batch: 0446/3108] mIoU: 53.93  |  FB-IoU: 68.55 |  0: 48.57    |  1: 66.33    |  2: 61.49    |  3: 60.35    |  4: 32.93   
[Batch: 0447/3108] mIoU: 53.92  |  FB-IoU: 68.55 |  0: 48.51    |  1: 66.33    |  2: 61.49    |  3: 60.35    |  4: 32.93   
[Batch: 0448/3108] mIoU: 53.87  |  FB-IoU: 68.43 |  0: 48.22    |  1: 66.33    |  2: 61.49    |  3: 60.35    |  4: 32.93   
[Batch: 0449/3108] mIoU: 53.86  |  FB-IoU: 68.45 |  0: 48.22    |  1: 66.33    |  2: 61.49    |  3: 60.35    |  4: 32.93   
[Batch: 0450/3108] mIoU: 53.87  |  FB-IoU: 68.47 |  0: 48.23    |  1: 66.33    |  2: 61.49    |  3: 60.35    |  4: 32.93   
[Batch: 0451/3108] mIoU: 53.96  |  FB-IoU: 68.51 |  0: 48.23    |  1: 66.33    |  2: 61.93    |  3: 60.35    |  4: 32.93   
[Batch: 0452/3108] mIoU: 53.99  |  FB-IoU: 68.54 |  0: 48.42    |  1: 66.33    |  2: 61.93    |  3: 60.35    |  4: 32.93   
[Batch: 0453/3108] mIoU: 54.02  |  FB-IoU: 68.57 |  0: 48.56    |  1: 66.33    |  2: 61.93    |  3: 60.35    |  4: 32.93   
[Batch: 0454/3108] mIoU: 54.01  |  FB-IoU: 68.56 |  0: 48.50    |  1: 66.33    |  2: 61.93    |  3: 60.35    |  4: 32.93   
[Batch: 0455/3108] mIoU: 54.02  |  FB-IoU: 68.57 |  0: 48.54    |  1: 66.33    |  2: 61.93    |  3: 60.35    |  4: 32.93   
[Batch: 0456/3108] mIoU: 53.94  |  FB-IoU: 68.50 |  0: 48.54    |  1: 66.33    |  2: 61.93    |  3: 59.94    |  4: 32.93   
[Batch: 0457/3108] mIoU: 53.86  |  FB-IoU: 68.41 |  0: 48.54    |  1: 66.33    |  2: 61.93    |  3: 59.94    |  4: 32.57   
[Batch: 0458/3108] mIoU: 53.88  |  FB-IoU: 68.44 |  0: 48.63    |  1: 66.33    |  2: 61.93    |  3: 59.94    |  4: 32.57   
[Batch: 0459/3108] mIoU: 53.85  |  FB-IoU: 68.42 |  0: 48.63    |  1: 66.33    |  2: 61.93    |  3: 59.78    |  4: 32.57   
[Batch: 0460/3108] mIoU: 53.85  |  FB-IoU: 68.44 |  0: 48.63    |  1: 66.33    |  2: 61.93    |  3: 59.78    |  4: 32.57   
[Batch: 0461/3108] mIoU: 53.84  |  FB-IoU: 68.44 |  0: 48.60    |  1: 66.33    |  2: 61.93    |  3: 59.78    |  4: 32.57   
[Batch: 0462/3108] mIoU: 53.76  |  FB-IoU: 68.44 |  0: 48.60    |  1: 65.90    |  2: 61.93    |  3: 59.78    |  4: 32.57   
[Batch: 0463/3108] mIoU: 53.75  |  FB-IoU: 68.42 |  0: 48.57    |  1: 65.90    |  2: 61.93    |  3: 59.78    |  4: 32.57   
[Batch: 0464/3108] mIoU: 53.76  |  FB-IoU: 68.43 |  0: 48.61    |  1: 65.90    |  2: 61.93    |  3: 59.78    |  4: 32.57   
[Batch: 0465/3108] mIoU: 53.74  |  FB-IoU: 68.40 |  0: 48.52    |  1: 65.90    |  2: 61.93    |  3: 59.78    |  4: 32.57   
[Batch: 0466/3108] mIoU: 53.66  |  FB-IoU: 68.33 |  0: 48.52    |  1: 65.90    |  2: 61.93    |  3: 59.36    |  4: 32.57   
[Batch: 0467/3108] mIoU: 53.66  |  FB-IoU: 68.28 |  0: 48.52    |  1: 65.90    |  2: 61.93    |  3: 59.36    |  4: 32.56   
[Batch: 0468/3108] mIoU: 53.65  |  FB-IoU: 68.28 |  0: 48.50    |  1: 65.90    |  2: 61.93    |  3: 59.36    |  4: 32.56   
[Batch: 0469/3108] mIoU: 53.67  |  FB-IoU: 68.31 |  0: 48.57    |  1: 65.90    |  2: 61.93    |  3: 59.36    |  4: 32.56   
[Batch: 0470/3108] mIoU: 53.50  |  FB-IoU: 68.24 |  0: 48.57    |  1: 65.90    |  2: 61.93    |  3: 59.36    |  4: 31.75   
[Batch: 0471/3108] mIoU: 53.44  |  FB-IoU: 68.19 |  0: 48.57    |  1: 65.90    |  2: 61.93    |  3: 59.06    |  4: 31.75   
[Batch: 0472/3108] mIoU: 53.38  |  FB-IoU: 68.12 |  0: 48.57    |  1: 65.90    |  2: 61.93    |  3: 59.06    |  4: 31.45   
[Batch: 0473/3108] mIoU: 53.49  |  FB-IoU: 68.16 |  0: 48.57    |  1: 65.90    |  2: 62.49    |  3: 59.06    |  4: 31.45   
[Batch: 0474/3108] mIoU: 53.46  |  FB-IoU: 68.14 |  0: 48.57    |  1: 65.90    |  2: 62.49    |  3: 58.89    |  4: 31.45   
[Batch: 0475/3108] mIoU: 53.38  |  FB-IoU: 67.99 |  0: 48.18    |  1: 65.90    |  2: 62.49    |  3: 58.89    |  4: 31.45   
[Batch: 0476/3108] mIoU: 53.39  |  FB-IoU: 67.99 |  0: 48.23    |  1: 65.90    |  2: 62.49    |  3: 58.89    |  4: 31.45   
[Batch: 0477/3108] mIoU: 53.41  |  FB-IoU: 68.02 |  0: 48.23    |  1: 65.90    |  2: 62.49    |  3: 58.97    |  4: 31.45   
[Batch: 0478/3108] mIoU: 53.39  |  FB-IoU: 68.01 |  0: 48.23    |  1: 65.90    |  2: 62.49    |  3: 58.86    |  4: 31.45   
[Batch: 0479/3108] mIoU: 53.46  |  FB-IoU: 68.04 |  0: 48.23    |  1: 66.25    |  2: 62.49    |  3: 58.86    |  4: 31.45   
[Batch: 0480/3108] mIoU: 53.50  |  FB-IoU: 68.07 |  0: 48.23    |  1: 66.25    |  2: 62.73    |  3: 58.86    |  4: 31.45   
[Batch: 0481/3108] mIoU: 53.51  |  FB-IoU: 68.05 |  0: 48.24    |  1: 66.25    |  2: 62.73    |  3: 58.86    |  4: 31.45   
[Batch: 0482/3108] mIoU: 53.37  |  FB-IoU: 68.04 |  0: 48.24    |  1: 65.58    |  2: 62.73    |  3: 58.86    |  4: 31.45   
[Batch: 0483/3108] mIoU: 53.43  |  FB-IoU: 68.10 |  0: 48.52    |  1: 65.58    |  2: 62.73    |  3: 58.86    |  4: 31.45   
[Batch: 0484/3108] mIoU: 53.42  |  FB-IoU: 68.10 |  0: 48.47    |  1: 65.58    |  2: 62.73    |  3: 58.86    |  4: 31.45   
[Batch: 0485/3108] mIoU: 53.44  |  FB-IoU: 68.13 |  0: 48.58    |  1: 65.58    |  2: 62.73    |  3: 58.86    |  4: 31.45   
[Batch: 0486/3108] mIoU: 53.44  |  FB-IoU: 68.14 |  0: 48.58    |  1: 65.58    |  2: 62.73    |  3: 58.87    |  4: 31.45   
[Batch: 0487/3108] mIoU: 53.49  |  FB-IoU: 68.19 |  0: 48.58    |  1: 65.58    |  2: 62.73    |  3: 59.11    |  4: 31.45   
[Batch: 0488/3108] mIoU: 53.50  |  FB-IoU: 68.22 |  0: 48.63    |  1: 65.58    |  2: 62.73    |  3: 59.11    |  4: 31.45   
[Batch: 0489/3108] mIoU: 53.52  |  FB-IoU: 68.25 |  0: 48.74    |  1: 65.58    |  2: 62.73    |  3: 59.11    |  4: 31.45   
[Batch: 0490/3108] mIoU: 53.52  |  FB-IoU: 68.25 |  0: 48.71    |  1: 65.58    |  2: 62.73    |  3: 59.11    |  4: 31.45   
[Batch: 0491/3108] mIoU: 53.52  |  FB-IoU: 68.26 |  0: 48.73    |  1: 65.58    |  2: 62.73    |  3: 59.11    |  4: 31.45   
[Batch: 0492/3108] mIoU: 53.50  |  FB-IoU: 68.23 |  0: 48.62    |  1: 65.58    |  2: 62.73    |  3: 59.11    |  4: 31.45   
[Batch: 0493/3108] mIoU: 53.50  |  FB-IoU: 68.25 |  0: 48.65    |  1: 65.58    |  2: 62.73    |  3: 59.11    |  4: 31.45   
[Batch: 0494/3108] mIoU: 53.47  |  FB-IoU: 68.26 |  0: 48.65    |  1: 65.40    |  2: 62.73    |  3: 59.11    |  4: 31.45   
[Batch: 0495/3108] mIoU: 53.49  |  FB-IoU: 68.29 |  0: 48.74    |  1: 65.40    |  2: 62.73    |  3: 59.11    |  4: 31.45   
[Batch: 0496/3108] mIoU: 53.50  |  FB-IoU: 68.30 |  0: 48.82    |  1: 65.40    |  2: 62.73    |  3: 59.11    |  4: 31.45   
[Batch: 0497/3108] mIoU: 53.55  |  FB-IoU: 68.36 |  0: 48.82    |  1: 65.40    |  2: 62.73    |  3: 59.37    |  4: 31.45   
[Batch: 0498/3108] mIoU: 53.60  |  FB-IoU: 68.38 |  0: 48.82    |  1: 65.61    |  2: 62.73    |  3: 59.37    |  4: 31.45   
[Batch: 0499/3108] mIoU: 53.64  |  FB-IoU: 68.43 |  0: 48.82    |  1: 65.61    |  2: 62.73    |  3: 59.58    |  4: 31.45   
[Batch: 0500/3108] mIoU: 53.63  |  FB-IoU: 68.42 |  0: 48.77    |  1: 65.61    |  2: 62.73    |  3: 59.58    |  4: 31.45   
[Batch: 0501/3108] mIoU: 53.70  |  FB-IoU: 68.45 |  0: 48.77    |  1: 65.61    |  2: 63.07    |  3: 59.58    |  4: 31.45   
[Batch: 0502/3108] mIoU: 53.71  |  FB-IoU: 68.47 |  0: 48.85    |  1: 65.61    |  2: 63.07    |  3: 59.58    |  4: 31.45   
[Batch: 0503/3108] mIoU: 53.63  |  FB-IoU: 68.31 |  0: 48.45    |  1: 65.61    |  2: 63.07    |  3: 59.58    |  4: 31.45   
[Batch: 0504/3108] mIoU: 53.69  |  FB-IoU: 68.34 |  0: 48.45    |  1: 65.92    |  2: 63.07    |  3: 59.58    |  4: 31.45   
[Batch: 0505/3108] mIoU: 53.73  |  FB-IoU: 68.38 |  0: 48.45    |  1: 65.92    |  2: 63.07    |  3: 59.75    |  4: 31.45   
[Batch: 0506/3108] mIoU: 53.69  |  FB-IoU: 68.32 |  0: 48.27    |  1: 65.92    |  2: 63.07    |  3: 59.75    |  4: 31.45   
[Batch: 0507/3108] mIoU: 53.60  |  FB-IoU: 68.31 |  0: 48.27    |  1: 65.45    |  2: 63.07    |  3: 59.75    |  4: 31.45   
[Batch: 0508/3108] mIoU: 53.82  |  FB-IoU: 68.30 |  0: 48.27    |  1: 65.45    |  2: 63.07    |  3: 59.75    |  4: 32.58   
[Batch: 0509/3108] mIoU: 53.83  |  FB-IoU: 68.32 |  0: 48.30    |  1: 65.45    |  2: 63.07    |  3: 59.75    |  4: 32.58   
[Batch: 0510/3108] mIoU: 53.67  |  FB-IoU: 68.26 |  0: 48.30    |  1: 65.45    |  2: 62.26    |  3: 59.75    |  4: 32.58   
[Batch: 0511/3108] mIoU: 53.69  |  FB-IoU: 68.30 |  0: 48.30    |  1: 65.45    |  2: 62.26    |  3: 59.85    |  4: 32.58   
[Batch: 0512/3108] mIoU: 53.67  |  FB-IoU: 68.28 |  0: 48.23    |  1: 65.45    |  2: 62.26    |  3: 59.85    |  4: 32.58   
[Batch: 0513/3108] mIoU: 53.67  |  FB-IoU: 68.28 |  0: 48.23    |  1: 65.45    |  2: 62.26    |  3: 59.85    |  4: 32.58   
[Batch: 0514/3108] mIoU: 53.71  |  FB-IoU: 68.33 |  0: 48.23    |  1: 65.45    |  2: 62.26    |  3: 60.04    |  4: 32.58   
[Batch: 0515/3108] mIoU: 53.72  |  FB-IoU: 68.35 |  0: 48.28    |  1: 65.45    |  2: 62.26    |  3: 60.04    |  4: 32.58   
[Batch: 0516/3108] mIoU: 53.71  |  FB-IoU: 68.35 |  0: 48.28    |  1: 65.45    |  2: 62.26    |  3: 59.97    |  4: 32.58   
[Batch: 0517/3108] mIoU: 53.65  |  FB-IoU: 68.25 |  0: 48.00    |  1: 65.45    |  2: 62.26    |  3: 59.97    |  4: 32.58   
[Batch: 0518/3108] mIoU: 53.73  |  FB-IoU: 68.29 |  0: 48.00    |  1: 65.45    |  2: 62.66    |  3: 59.97    |  4: 32.58   
[Batch: 0519/3108] mIoU: 53.70  |  FB-IoU: 68.22 |  0: 47.82    |  1: 65.45    |  2: 62.66    |  3: 59.97    |  4: 32.58   
[Batch: 0520/3108] mIoU: 53.69  |  FB-IoU: 68.23 |  0: 47.79    |  1: 65.45    |  2: 62.66    |  3: 59.97    |  4: 32.58   
[Batch: 0521/3108] mIoU: 53.69  |  FB-IoU: 68.25 |  0: 47.80    |  1: 65.45    |  2: 62.66    |  3: 59.97    |  4: 32.58   
[Batch: 0522/3108] mIoU: 53.68  |  FB-IoU: 68.26 |  0: 47.80    |  1: 65.41    |  2: 62.66    |  3: 59.97    |  4: 32.58   
[Batch: 0523/3108] mIoU: 53.72  |  FB-IoU: 68.25 |  0: 47.80    |  1: 65.41    |  2: 62.66    |  3: 59.97    |  4: 32.77   
[Batch: 0524/3108] mIoU: 53.71  |  FB-IoU: 68.24 |  0: 47.73    |  1: 65.41    |  2: 62.66    |  3: 59.97    |  4: 32.77   
[Batch: 0525/3108] mIoU: 53.72  |  FB-IoU: 68.26 |  0: 47.78    |  1: 65.41    |  2: 62.66    |  3: 59.97    |  4: 32.77   
[Batch: 0526/3108] mIoU: 53.71  |  FB-IoU: 68.25 |  0: 47.72    |  1: 65.41    |  2: 62.66    |  3: 59.97    |  4: 32.77   
[Batch: 0527/3108] mIoU: 53.88  |  FB-IoU: 68.32 |  0: 47.72    |  1: 65.41    |  2: 63.54    |  3: 59.97    |  4: 32.77   
[Batch: 0528/3108] mIoU: 53.87  |  FB-IoU: 68.31 |  0: 47.72    |  1: 65.41    |  2: 63.54    |  3: 59.91    |  4: 32.77   
[Batch: 0529/3108] mIoU: 53.89  |  FB-IoU: 68.35 |  0: 47.85    |  1: 65.41    |  2: 63.54    |  3: 59.91    |  4: 32.77   
[Batch: 0530/3108] mIoU: 53.92  |  FB-IoU: 68.39 |  0: 47.85    |  1: 65.41    |  2: 63.54    |  3: 60.04    |  4: 32.77   
[Batch: 0531/3108] mIoU: 53.91  |  FB-IoU: 68.37 |  0: 47.80    |  1: 65.41    |  2: 63.54    |  3: 60.04    |  4: 32.77   
[Batch: 0532/3108] mIoU: 53.91  |  FB-IoU: 68.38 |  0: 47.79    |  1: 65.41    |  2: 63.54    |  3: 60.04    |  4: 32.77   
[Batch: 0533/3108] mIoU: 54.16  |  FB-IoU: 68.42 |  0: 47.79    |  1: 65.41    |  2: 63.54    |  3: 60.04    |  4: 34.03   
[Batch: 0534/3108] mIoU: 54.10  |  FB-IoU: 68.40 |  0: 47.79    |  1: 65.41    |  2: 63.54    |  3: 60.04    |  4: 33.71   
[Batch: 0535/3108] mIoU: 54.07  |  FB-IoU: 68.38 |  0: 47.79    |  1: 65.41    |  2: 63.54    |  3: 59.90    |  4: 33.71   
[Batch: 0536/3108] mIoU: 54.10  |  FB-IoU: 68.41 |  0: 47.91    |  1: 65.41    |  2: 63.54    |  3: 59.90    |  4: 33.71   
[Batch: 0537/3108] mIoU: 54.10  |  FB-IoU: 68.42 |  0: 47.92    |  1: 65.41    |  2: 63.54    |  3: 59.90    |  4: 33.71   
[Batch: 0538/3108] mIoU: 54.11  |  FB-IoU: 68.43 |  0: 47.97    |  1: 65.41    |  2: 63.54    |  3: 59.90    |  4: 33.71   
[Batch: 0539/3108] mIoU: 54.10  |  FB-IoU: 68.44 |  0: 47.97    |  1: 65.41    |  2: 63.54    |  3: 59.86    |  4: 33.71   
[Batch: 0540/3108] mIoU: 54.11  |  FB-IoU: 68.46 |  0: 48.04    |  1: 65.41    |  2: 63.54    |  3: 59.86    |  4: 33.71   
[Batch: 0541/3108] mIoU: 54.15  |  FB-IoU: 68.49 |  0: 48.04    |  1: 65.41    |  2: 63.73    |  3: 59.86    |  4: 33.71   
[Batch: 0542/3108] mIoU: 54.13  |  FB-IoU: 68.45 |  0: 47.95    |  1: 65.41    |  2: 63.73    |  3: 59.86    |  4: 33.71   
[Batch: 0543/3108] mIoU: 54.10  |  FB-IoU: 68.43 |  0: 47.95    |  1: 65.41    |  2: 63.73    |  3: 59.70    |  4: 33.71   
[Batch: 0544/3108] mIoU: 53.93  |  FB-IoU: 68.28 |  0: 47.95    |  1: 65.41    |  2: 63.73    |  3: 58.85    |  4: 33.71   
[Batch: 0545/3108] mIoU: 53.88  |  FB-IoU: 68.28 |  0: 47.95    |  1: 65.18    |  2: 63.73    |  3: 58.85    |  4: 33.71   
[Batch: 0546/3108] mIoU: 53.92  |  FB-IoU: 68.33 |  0: 47.95    |  1: 65.18    |  2: 63.73    |  3: 59.04    |  4: 33.71   
[Batch: 0547/3108] mIoU: 53.90  |  FB-IoU: 68.32 |  0: 47.95    |  1: 65.18    |  2: 63.73    |  3: 58.96    |  4: 33.71   
[Batch: 0548/3108] mIoU: 53.99  |  FB-IoU: 68.36 |  0: 47.95    |  1: 65.18    |  2: 64.15    |  3: 58.96    |  4: 33.71   
[Batch: 0549/3108] mIoU: 53.97  |  FB-IoU: 68.34 |  0: 47.95    |  1: 65.18    |  2: 64.15    |  3: 58.86    |  4: 33.71   
[Batch: 0550/3108] mIoU: 53.98  |  FB-IoU: 68.35 |  0: 48.02    |  1: 65.18    |  2: 64.15    |  3: 58.86    |  4: 33.71   
[Batch: 0551/3108] mIoU: 53.99  |  FB-IoU: 68.34 |  0: 48.04    |  1: 65.18    |  2: 64.15    |  3: 58.86    |  4: 33.71   
[Batch: 0552/3108] mIoU: 53.99  |  FB-IoU: 68.36 |  0: 48.06    |  1: 65.18    |  2: 64.15    |  3: 58.86    |  4: 33.71   
[Batch: 0553/3108] mIoU: 54.01  |  FB-IoU: 68.39 |  0: 48.14    |  1: 65.18    |  2: 64.15    |  3: 58.86    |  4: 33.71   
[Batch: 0554/3108] mIoU: 54.09  |  FB-IoU: 68.43 |  0: 48.14    |  1: 65.18    |  2: 64.55    |  3: 58.86    |  4: 33.71   
[Batch: 0555/3108] mIoU: 54.13  |  FB-IoU: 68.45 |  0: 48.14    |  1: 65.36    |  2: 64.55    |  3: 58.86    |  4: 33.71   
[Batch: 0556/3108] mIoU: 54.11  |  FB-IoU: 68.41 |  0: 48.05    |  1: 65.36    |  2: 64.55    |  3: 58.86    |  4: 33.71   
[Batch: 0557/3108] mIoU: 54.16  |  FB-IoU: 68.46 |  0: 48.05    |  1: 65.36    |  2: 64.55    |  3: 59.11    |  4: 33.71   
[Batch: 0558/3108] mIoU: 54.15  |  FB-IoU: 68.47 |  0: 48.05    |  1: 65.36    |  2: 64.55    |  3: 59.09    |  4: 33.71   
[Batch: 0559/3108] mIoU: 53.99  |  FB-IoU: 68.36 |  0: 48.05    |  1: 65.36    |  2: 64.55    |  3: 59.09    |  4: 32.87   
[Batch: 0560/3108] mIoU: 54.00  |  FB-IoU: 68.38 |  0: 48.05    |  1: 65.36    |  2: 64.55    |  3: 59.16    |  4: 32.87   
[Batch: 0561/3108] mIoU: 53.98  |  FB-IoU: 68.33 |  0: 47.93    |  1: 65.36    |  2: 64.55    |  3: 59.16    |  4: 32.87   
[Batch: 0562/3108] mIoU: 53.93  |  FB-IoU: 68.28 |  0: 47.93    |  1: 65.36    |  2: 64.55    |  3: 58.91    |  4: 32.87   
[Batch: 0563/3108] mIoU: 53.94  |  FB-IoU: 68.30 |  0: 48.02    |  1: 65.36    |  2: 64.55    |  3: 58.91    |  4: 32.87   
[Batch: 0564/3108] mIoU: 53.93  |  FB-IoU: 68.31 |  0: 48.02    |  1: 65.36    |  2: 64.55    |  3: 58.87    |  4: 32.87   
[Batch: 0565/3108] mIoU: 53.92  |  FB-IoU: 68.28 |  0: 47.95    |  1: 65.36    |  2: 64.55    |  3: 58.87    |  4: 32.87   
[Batch: 0566/3108] mIoU: 53.91  |  FB-IoU: 68.28 |  0: 47.92    |  1: 65.36    |  2: 64.55    |  3: 58.87    |  4: 32.87   
[Batch: 0567/3108] mIoU: 53.91  |  FB-IoU: 68.29 |  0: 47.91    |  1: 65.36    |  2: 64.55    |  3: 58.87    |  4: 32.87   
[Batch: 0568/3108] mIoU: 53.99  |  FB-IoU: 68.35 |  0: 47.91    |  1: 65.36    |  2: 64.55    |  3: 59.23    |  4: 32.87   
[Batch: 0569/3108] mIoU: 53.99  |  FB-IoU: 68.36 |  0: 47.95    |  1: 65.36    |  2: 64.55    |  3: 59.23    |  4: 32.87   
[Batch: 0570/3108] mIoU: 53.99  |  FB-IoU: 68.36 |  0: 47.93    |  1: 65.36    |  2: 64.55    |  3: 59.23    |  4: 32.87   
[Batch: 0571/3108] mIoU: 53.96  |  FB-IoU: 68.37 |  0: 47.93    |  1: 65.24    |  2: 64.55    |  3: 59.23    |  4: 32.87   
[Batch: 0572/3108] mIoU: 53.96  |  FB-IoU: 68.37 |  0: 47.93    |  1: 65.24    |  2: 64.55    |  3: 59.23    |  4: 32.87   
[Batch: 0573/3108] mIoU: 53.97  |  FB-IoU: 68.38 |  0: 47.94    |  1: 65.24    |  2: 64.55    |  3: 59.23    |  4: 32.87   
[Batch: 0574/3108] mIoU: 53.96  |  FB-IoU: 68.39 |  0: 47.93    |  1: 65.24    |  2: 64.55    |  3: 59.23    |  4: 32.87   
[Batch: 0575/3108] mIoU: 53.95  |  FB-IoU: 68.39 |  0: 47.93    |  1: 65.24    |  2: 64.55    |  3: 59.17    |  4: 32.87   
[Batch: 0576/3108] mIoU: 53.98  |  FB-IoU: 68.42 |  0: 47.93    |  1: 65.24    |  2: 64.55    |  3: 59.30    |  4: 32.87   
[Batch: 0577/3108] mIoU: 54.00  |  FB-IoU: 68.43 |  0: 48.02    |  1: 65.24    |  2: 64.55    |  3: 59.30    |  4: 32.87   
[Batch: 0578/3108] mIoU: 53.98  |  FB-IoU: 68.41 |  0: 48.02    |  1: 65.24    |  2: 64.55    |  3: 59.21    |  4: 32.87   
[Batch: 0579/3108] mIoU: 54.09  |  FB-IoU: 68.46 |  0: 48.02    |  1: 65.24    |  2: 65.09    |  3: 59.21    |  4: 32.87   
[Batch: 0580/3108] mIoU: 53.80  |  FB-IoU: 68.37 |  0: 48.02    |  1: 65.24    |  2: 63.66    |  3: 59.21    |  4: 32.87   
[Batch: 0581/3108] mIoU: 53.79  |  FB-IoU: 68.38 |  0: 48.02    |  1: 65.20    |  2: 63.66    |  3: 59.21    |  4: 32.87   
[Batch: 0582/3108] mIoU: 53.80  |  FB-IoU: 68.39 |  0: 48.05    |  1: 65.20    |  2: 63.66    |  3: 59.21    |  4: 32.87   
[Batch: 0583/3108] mIoU: 53.84  |  FB-IoU: 68.45 |  0: 48.28    |  1: 65.20    |  2: 63.66    |  3: 59.21    |  4: 32.87   
[Batch: 0584/3108] mIoU: 53.96  |  FB-IoU: 68.49 |  0: 48.28    |  1: 65.80    |  2: 63.66    |  3: 59.21    |  4: 32.87   
[Batch: 0585/3108] mIoU: 53.93  |  FB-IoU: 68.48 |  0: 48.28    |  1: 65.80    |  2: 63.66    |  3: 59.06    |  4: 32.87   
[Batch: 0586/3108] mIoU: 53.77  |  FB-IoU: 68.43 |  0: 48.28    |  1: 65.80    |  2: 62.85    |  3: 59.06    |  4: 32.87   
[Batch: 0587/3108] mIoU: 53.72  |  FB-IoU: 68.39 |  0: 48.28    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 32.87   
[Batch: 0588/3108] mIoU: 53.41  |  FB-IoU: 68.19 |  0: 48.28    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0589/3108] mIoU: 53.40  |  FB-IoU: 68.14 |  0: 48.20    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0590/3108] mIoU: 53.35  |  FB-IoU: 68.05 |  0: 47.94    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0591/3108] mIoU: 53.35  |  FB-IoU: 68.05 |  0: 47.96    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0592/3108] mIoU: 53.34  |  FB-IoU: 68.05 |  0: 47.92    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0593/3108] mIoU: 53.33  |  FB-IoU: 68.03 |  0: 47.87    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0594/3108] mIoU: 53.24  |  FB-IoU: 67.84 |  0: 47.38    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0595/3108] mIoU: 53.25  |  FB-IoU: 67.85 |  0: 47.45    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0596/3108] mIoU: 53.24  |  FB-IoU: 67.85 |  0: 47.42    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0597/3108] mIoU: 53.23  |  FB-IoU: 67.84 |  0: 47.35    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0598/3108] mIoU: 53.22  |  FB-IoU: 67.80 |  0: 47.29    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0599/3108] mIoU: 53.22  |  FB-IoU: 67.79 |  0: 47.33    |  1: 65.80    |  2: 62.85    |  3: 58.80    |  4: 31.35   
[Batch: 0600/3108] mIoU: 53.21  |  FB-IoU: 67.80 |  0: 47.33    |  1: 65.80    |  2: 62.85    |  3: 58.73    |  4: 31.35   
[Batch: 0601/3108] mIoU: 53.12  |  FB-IoU: 67.72 |  0: 47.33    |  1: 65.80    |  2: 62.85    |  3: 58.27    |  4: 31.35   
[Batch: 0602/3108] mIoU: 53.13  |  FB-IoU: 67.73 |  0: 47.36    |  1: 65.80    |  2: 62.85    |  3: 58.27    |  4: 31.35   
[Batch: 0603/3108] mIoU: 53.12  |  FB-IoU: 67.74 |  0: 47.36    |  1: 65.80    |  2: 62.85    |  3: 58.27    |  4: 31.35   
[Batch: 0604/3108] mIoU: 53.10  |  FB-IoU: 67.71 |  0: 47.36    |  1: 65.80    |  2: 62.85    |  3: 58.14    |  4: 31.35   
[Batch: 0605/3108] mIoU: 53.09  |  FB-IoU: 67.72 |  0: 47.36    |  1: 65.80    |  2: 62.85    |  3: 58.14    |  4: 31.30   
[Batch: 0606/3108] mIoU: 52.91  |  FB-IoU: 67.69 |  0: 47.36    |  1: 64.92    |  2: 62.85    |  3: 58.14    |  4: 31.30   
[Batch: 0607/3108] mIoU: 52.92  |  FB-IoU: 67.71 |  0: 47.40    |  1: 64.92    |  2: 62.85    |  3: 58.14    |  4: 31.30   
[Batch: 0608/3108] mIoU: 52.87  |  FB-IoU: 67.67 |  0: 47.40    |  1: 64.92    |  2: 62.85    |  3: 57.90    |  4: 31.30   
[Batch: 0609/3108] mIoU: 52.92  |  FB-IoU: 67.68 |  0: 47.40    |  1: 64.92    |  2: 62.85    |  3: 57.90    |  4: 31.53   
[Batch: 0610/3108] mIoU: 52.89  |  FB-IoU: 67.64 |  0: 47.27    |  1: 64.92    |  2: 62.85    |  3: 57.90    |  4: 31.53   
[Batch: 0611/3108] mIoU: 52.97  |  FB-IoU: 67.71 |  0: 47.27    |  1: 64.92    |  2: 62.85    |  3: 58.29    |  4: 31.53   
[Batch: 0612/3108] mIoU: 52.96  |  FB-IoU: 67.71 |  0: 47.23    |  1: 64.92    |  2: 62.85    |  3: 58.29    |  4: 31.53   
[Batch: 0613/3108] mIoU: 52.96  |  FB-IoU: 67.71 |  0: 47.24    |  1: 64.92    |  2: 62.85    |  3: 58.29    |  4: 31.53   
[Batch: 0614/3108] mIoU: 52.87  |  FB-IoU: 67.70 |  0: 47.24    |  1: 64.44    |  2: 62.85    |  3: 58.29    |  4: 31.53   
[Batch: 0615/3108] mIoU: 52.86  |  FB-IoU: 67.70 |  0: 47.24    |  1: 64.44    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0616/3108] mIoU: 52.88  |  FB-IoU: 67.73 |  0: 47.36    |  1: 64.44    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0617/3108] mIoU: 52.84  |  FB-IoU: 67.63 |  0: 47.16    |  1: 64.44    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0618/3108] mIoU: 52.84  |  FB-IoU: 67.60 |  0: 47.14    |  1: 64.44    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0619/3108] mIoU: 52.84  |  FB-IoU: 67.60 |  0: 47.14    |  1: 64.44    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0620/3108] mIoU: 52.83  |  FB-IoU: 67.62 |  0: 47.14    |  1: 64.41    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0621/3108] mIoU: 52.85  |  FB-IoU: 67.63 |  0: 47.23    |  1: 64.41    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0622/3108] mIoU: 52.83  |  FB-IoU: 67.58 |  0: 47.10    |  1: 64.41    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0623/3108] mIoU: 52.82  |  FB-IoU: 67.58 |  0: 47.09    |  1: 64.41    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0624/3108] mIoU: 52.84  |  FB-IoU: 67.62 |  0: 47.19    |  1: 64.41    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0625/3108] mIoU: 52.86  |  FB-IoU: 67.63 |  0: 47.27    |  1: 64.41    |  2: 62.85    |  3: 58.24    |  4: 31.53   
[Batch: 0626/3108] mIoU: 53.28  |  FB-IoU: 67.68 |  0: 47.27    |  1: 64.41    |  2: 62.85    |  3: 58.24    |  4: 33.65   
[Batch: 0627/3108] mIoU: 53.29  |  FB-IoU: 67.68 |  0: 47.30    |  1: 64.41    |  2: 62.85    |  3: 58.24    |  4: 33.65   
[Batch: 0628/3108] mIoU: 53.29  |  FB-IoU: 67.69 |  0: 47.31    |  1: 64.41    |  2: 62.85    |  3: 58.24    |  4: 33.65   
[Batch: 0629/3108] mIoU: 53.30  |  FB-IoU: 67.71 |  0: 47.31    |  1: 64.41    |  2: 62.85    |  3: 58.31    |  4: 33.65   
[Batch: 0630/3108] mIoU: 53.32  |  FB-IoU: 67.73 |  0: 47.38    |  1: 64.41    |  2: 62.85    |  3: 58.31    |  4: 33.65   
[Batch: 0631/3108] mIoU: 53.29  |  FB-IoU: 67.68 |  0: 47.24    |  1: 64.41    |  2: 62.85    |  3: 58.31    |  4: 33.65   
[Batch: 0632/3108] mIoU: 53.29  |  FB-IoU: 67.67 |  0: 47.24    |  1: 64.41    |  2: 62.85    |  3: 58.31    |  4: 33.65   
[Batch: 0633/3108] mIoU: 53.06  |  FB-IoU: 67.60 |  0: 47.24    |  1: 64.41    |  2: 61.68    |  3: 58.31    |  4: 33.65   
[Batch: 0634/3108] mIoU: 53.11  |  FB-IoU: 67.65 |  0: 47.24    |  1: 64.41    |  2: 61.68    |  3: 58.59    |  4: 33.65   
[Batch: 0635/3108] mIoU: 53.12  |  FB-IoU: 67.67 |  0: 47.27    |  1: 64.41    |  2: 61.68    |  3: 58.59    |  4: 33.65   
[Batch: 0636/3108] mIoU: 53.13  |  FB-IoU: 67.69 |  0: 47.32    |  1: 64.41    |  2: 61.68    |  3: 58.59    |  4: 33.65   
[Batch: 0637/3108] mIoU: 53.14  |  FB-IoU: 67.71 |  0: 47.39    |  1: 64.41    |  2: 61.68    |  3: 58.59    |  4: 33.65   
[Batch: 0638/3108] mIoU: 53.15  |  FB-IoU: 67.69 |  0: 47.43    |  1: 64.41    |  2: 61.68    |  3: 58.59    |  4: 33.65   
[Batch: 0639/3108] mIoU: 53.05  |  FB-IoU: 67.60 |  0: 47.43    |  1: 64.41    |  2: 61.68    |  3: 58.08    |  4: 33.65   
[Batch: 0640/3108] mIoU: 53.04  |  FB-IoU: 67.60 |  0: 47.43    |  1: 64.41    |  2: 61.68    |  3: 58.02    |  4: 33.65   
[Batch: 0641/3108] mIoU: 53.05  |  FB-IoU: 67.63 |  0: 47.50    |  1: 64.41    |  2: 61.68    |  3: 58.02    |  4: 33.65   
[Batch: 0642/3108] mIoU: 52.76  |  FB-IoU: 67.53 |  0: 47.50    |  1: 64.41    |  2: 60.22    |  3: 58.02    |  4: 33.65   
[Batch: 0643/3108] mIoU: 52.79  |  FB-IoU: 67.56 |  0: 47.50    |  1: 64.41    |  2: 60.22    |  3: 58.19    |  4: 33.65   
[Batch: 0644/3108] mIoU: 52.79  |  FB-IoU: 67.56 |  0: 47.47    |  1: 64.41    |  2: 60.22    |  3: 58.19    |  4: 33.65   
[Batch: 0645/3108] mIoU: 52.78  |  FB-IoU: 67.57 |  0: 47.47    |  1: 64.41    |  2: 60.22    |  3: 58.19    |  4: 33.63   
[Batch: 0646/3108] mIoU: 52.80  |  FB-IoU: 67.60 |  0: 47.47    |  1: 64.41    |  2: 60.22    |  3: 58.29    |  4: 33.63   
[Batch: 0647/3108] mIoU: 52.59  |  FB-IoU: 67.53 |  0: 47.47    |  1: 64.41    |  2: 59.14    |  3: 58.29    |  4: 33.63   
[Batch: 0648/3108] mIoU: 52.60  |  FB-IoU: 67.54 |  0: 47.51    |  1: 64.41    |  2: 59.14    |  3: 58.29    |  4: 33.63   
[Batch: 0649/3108] mIoU: 52.64  |  FB-IoU: 67.58 |  0: 47.51    |  1: 64.41    |  2: 59.14    |  3: 58.51    |  4: 33.63   
[Batch: 0650/3108] mIoU: 52.63  |  FB-IoU: 67.56 |  0: 47.46    |  1: 64.41    |  2: 59.14    |  3: 58.51    |  4: 33.63   
[Batch: 0651/3108] mIoU: 52.25  |  FB-IoU: 67.42 |  0: 47.46    |  1: 64.41    |  2: 57.24    |  3: 58.51    |  4: 33.63   
[Batch: 0652/3108] mIoU: 52.25  |  FB-IoU: 67.42 |  0: 47.44    |  1: 64.41    |  2: 57.24    |  3: 58.51    |  4: 33.63   
[Batch: 0653/3108] mIoU: 52.28  |  FB-IoU: 67.46 |  0: 47.60    |  1: 64.41    |  2: 57.24    |  3: 58.51    |  4: 33.63   
[Batch: 0654/3108] mIoU: 52.27  |  FB-IoU: 67.46 |  0: 47.60    |  1: 64.41    |  2: 57.24    |  3: 58.48    |  4: 33.63   
[Batch: 0655/3108] mIoU: 52.25  |  FB-IoU: 67.47 |  0: 47.60    |  1: 64.30    |  2: 57.24    |  3: 58.48    |  4: 33.63   
[Batch: 0656/3108] mIoU: 52.24  |  FB-IoU: 67.47 |  0: 47.60    |  1: 64.30    |  2: 57.18    |  3: 58.48    |  4: 33.63   
[Batch: 0657/3108] mIoU: 52.24  |  FB-IoU: 67.48 |  0: 47.60    |  1: 64.30    |  2: 57.18    |  3: 58.48    |  4: 33.63   
[Batch: 0658/3108] mIoU: 52.24  |  FB-IoU: 67.48 |  0: 47.60    |  1: 64.30    |  2: 57.18    |  3: 58.48    |  4: 33.63   
[Batch: 0659/3108] mIoU: 52.27  |  FB-IoU: 67.50 |  0: 47.60    |  1: 64.30    |  2: 57.33    |  3: 58.48    |  4: 33.63   
[Batch: 0660/3108] mIoU: 52.26  |  FB-IoU: 67.48 |  0: 47.56    |  1: 64.30    |  2: 57.33    |  3: 58.48    |  4: 33.63   
[Batch: 0661/3108] mIoU: 52.26  |  FB-IoU: 67.49 |  0: 47.57    |  1: 64.30    |  2: 57.33    |  3: 58.48    |  4: 33.63   
[Batch: 0662/3108] mIoU: 52.29  |  FB-IoU: 67.53 |  0: 47.72    |  1: 64.30    |  2: 57.33    |  3: 58.48    |  4: 33.63   
[Batch: 0663/3108] mIoU: 52.33  |  FB-IoU: 67.53 |  0: 47.72    |  1: 64.30    |  2: 57.33    |  3: 58.48    |  4: 33.80   
[Batch: 0664/3108] mIoU: 52.34  |  FB-IoU: 67.54 |  0: 47.78    |  1: 64.30    |  2: 57.33    |  3: 58.48    |  4: 33.80   
[Batch: 0665/3108] mIoU: 52.34  |  FB-IoU: 67.54 |  0: 47.78    |  1: 64.30    |  2: 57.33    |  3: 58.47    |  4: 33.80   
[Batch: 0666/3108] mIoU: 52.39  |  FB-IoU: 67.59 |  0: 47.78    |  1: 64.30    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0667/3108] mIoU: 52.34  |  FB-IoU: 67.59 |  0: 47.78    |  1: 64.06    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0668/3108] mIoU: 52.36  |  FB-IoU: 67.60 |  0: 47.78    |  1: 64.18    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0669/3108] mIoU: 52.35  |  FB-IoU: 67.61 |  0: 47.78    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0670/3108] mIoU: 52.33  |  FB-IoU: 67.60 |  0: 47.72    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0671/3108] mIoU: 52.34  |  FB-IoU: 67.62 |  0: 47.76    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0672/3108] mIoU: 52.37  |  FB-IoU: 67.66 |  0: 47.91    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0673/3108] mIoU: 52.37  |  FB-IoU: 67.67 |  0: 47.90    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0674/3108] mIoU: 52.38  |  FB-IoU: 67.68 |  0: 47.93    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0675/3108] mIoU: 52.37  |  FB-IoU: 67.68 |  0: 47.91    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0676/3108] mIoU: 52.39  |  FB-IoU: 67.69 |  0: 47.99    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0677/3108] mIoU: 52.42  |  FB-IoU: 67.73 |  0: 48.15    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0678/3108] mIoU: 52.34  |  FB-IoU: 67.57 |  0: 47.73    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0679/3108] mIoU: 52.33  |  FB-IoU: 67.55 |  0: 47.69    |  1: 64.11    |  2: 57.33    |  3: 58.71    |  4: 33.80   
[Batch: 0680/3108] mIoU: 52.43  |  FB-IoU: 67.60 |  0: 47.69    |  1: 64.11    |  2: 57.87    |  3: 58.71    |  4: 33.80   
[Batch: 0681/3108] mIoU: 52.46  |  FB-IoU: 67.61 |  0: 47.80    |  1: 64.11    |  2: 57.87    |  3: 58.71    |  4: 33.80   
[Batch: 0682/3108] mIoU: 52.47  |  FB-IoU: 67.61 |  0: 47.80    |  1: 64.11    |  2: 57.95    |  3: 58.71    |  4: 33.80   
[Batch: 0683/3108] mIoU: 52.48  |  FB-IoU: 67.63 |  0: 47.85    |  1: 64.11    |  2: 57.95    |  3: 58.71    |  4: 33.80   
[Batch: 0684/3108] mIoU: 52.58  |  FB-IoU: 67.63 |  0: 47.85    |  1: 64.11    |  2: 57.95    |  3: 58.71    |  4: 34.28   
[Batch: 0685/3108] mIoU: 52.56  |  FB-IoU: 67.59 |  0: 47.74    |  1: 64.11    |  2: 57.95    |  3: 58.71    |  4: 34.28   
[Batch: 0686/3108] mIoU: 52.52  |  FB-IoU: 67.56 |  0: 47.74    |  1: 64.11    |  2: 57.95    |  3: 58.52    |  4: 34.28   
[Batch: 0687/3108] mIoU: 52.51  |  FB-IoU: 67.56 |  0: 47.74    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.28   
[Batch: 0688/3108] mIoU: 52.59  |  FB-IoU: 67.57 |  0: 47.74    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.65   
[Batch: 0689/3108] mIoU: 52.59  |  FB-IoU: 67.57 |  0: 47.77    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.65   
[Batch: 0690/3108] mIoU: 52.59  |  FB-IoU: 67.58 |  0: 47.77    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.65   
[Batch: 0691/3108] mIoU: 52.60  |  FB-IoU: 67.59 |  0: 47.81    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.65   
[Batch: 0692/3108] mIoU: 52.61  |  FB-IoU: 67.60 |  0: 47.86    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.65   
[Batch: 0693/3108] mIoU: 52.62  |  FB-IoU: 67.62 |  0: 47.91    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.65   
[Batch: 0694/3108] mIoU: 52.61  |  FB-IoU: 67.61 |  0: 47.86    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.65   
[Batch: 0695/3108] mIoU: 52.63  |  FB-IoU: 67.63 |  0: 47.98    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.65   
[Batch: 0696/3108] mIoU: 52.63  |  FB-IoU: 67.63 |  0: 47.95    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.65   
[Batch: 0697/3108] mIoU: 52.63  |  FB-IoU: 67.64 |  0: 47.98    |  1: 64.11    |  2: 57.95    |  3: 58.49    |  4: 34.65   
[Batch: 0698/3108] mIoU: 52.61  |  FB-IoU: 67.63 |  0: 47.98    |  1: 64.11    |  2: 57.95    |  3: 58.39    |  4: 34.65   
[Batch: 0699/3108] mIoU: 52.63  |  FB-IoU: 67.66 |  0: 48.08    |  1: 64.11    |  2: 57.95    |  3: 58.39    |  4: 34.65   
[Batch: 0700/3108] mIoU: 52.68  |  FB-IoU: 67.66 |  0: 48.08    |  1: 64.11    |  2: 57.95    |  3: 58.39    |  4: 34.89   
[Batch: 0701/3108] mIoU: 52.70  |  FB-IoU: 67.67 |  0: 48.18    |  1: 64.11    |  2: 57.95    |  3: 58.39    |  4: 34.89   
[Batch: 0702/3108] mIoU: 52.27  |  FB-IoU: 67.50 |  0: 48.18    |  1: 64.11    |  2: 55.77    |  3: 58.39    |  4: 34.89   
[Batch: 0703/3108] mIoU: 52.22  |  FB-IoU: 67.48 |  0: 48.18    |  1: 64.11    |  2: 55.77    |  3: 58.18    |  4: 34.89   
[Batch: 0704/3108] mIoU: 52.23  |  FB-IoU: 67.49 |  0: 48.22    |  1: 64.11    |  2: 55.77    |  3: 58.18    |  4: 34.89   
[Batch: 0705/3108] mIoU: 52.22  |  FB-IoU: 67.48 |  0: 48.17    |  1: 64.11    |  2: 55.77    |  3: 58.18    |  4: 34.89   
[Batch: 0706/3108] mIoU: 52.19  |  FB-IoU: 67.46 |  0: 48.17    |  1: 64.11    |  2: 55.77    |  3: 58.01    |  4: 34.89   
[Batch: 0707/3108] mIoU: 52.20  |  FB-IoU: 67.48 |  0: 48.17    |  1: 64.11    |  2: 55.77    |  3: 58.06    |  4: 34.89   
[Batch: 0708/3108] mIoU: 52.20  |  FB-IoU: 67.47 |  0: 48.16    |  1: 64.11    |  2: 55.77    |  3: 58.06    |  4: 34.89   
[Batch: 0709/3108] mIoU: 52.20  |  FB-IoU: 67.48 |  0: 48.17    |  1: 64.11    |  2: 55.77    |  3: 58.06    |  4: 34.89   
[Batch: 0710/3108] mIoU: 52.22  |  FB-IoU: 67.51 |  0: 48.17    |  1: 64.11    |  2: 55.77    |  3: 58.16    |  4: 34.89   
[Batch: 0711/3108] mIoU: 52.07  |  FB-IoU: 67.44 |  0: 48.17    |  1: 64.11    |  2: 55.77    |  3: 58.16    |  4: 34.12   
[Batch: 0712/3108] mIoU: 52.07  |  FB-IoU: 67.43 |  0: 48.19    |  1: 64.11    |  2: 55.77    |  3: 58.16    |  4: 34.12   
[Batch: 0713/3108] mIoU: 52.09  |  FB-IoU: 67.46 |  0: 48.29    |  1: 64.11    |  2: 55.77    |  3: 58.16    |  4: 34.12   
[Batch: 0714/3108] mIoU: 52.08  |  FB-IoU: 67.46 |  0: 48.29    |  1: 64.11    |  2: 55.77    |  3: 58.12    |  4: 34.12   
[Batch: 0715/3108] mIoU: 52.07  |  FB-IoU: 67.46 |  0: 48.26    |  1: 64.11    |  2: 55.77    |  3: 58.12    |  4: 34.12   
[Batch: 0716/3108] mIoU: 52.04  |  FB-IoU: 67.41 |  0: 48.10    |  1: 64.11    |  2: 55.77    |  3: 58.12    |  4: 34.12   
[Batch: 0717/3108] mIoU: 52.02  |  FB-IoU: 67.36 |  0: 47.99    |  1: 64.11    |  2: 55.77    |  3: 58.12    |  4: 34.12   
[Batch: 0718/3108] mIoU: 52.04  |  FB-IoU: 67.38 |  0: 47.99    |  1: 64.11    |  2: 55.77    |  3: 58.22    |  4: 34.12   
[Batch: 0719/3108] mIoU: 52.06  |  FB-IoU: 67.41 |  0: 47.99    |  1: 64.11    |  2: 55.77    |  3: 58.32    |  4: 34.12   
[Batch: 0720/3108] mIoU: 52.01  |  FB-IoU: 67.31 |  0: 47.74    |  1: 64.11    |  2: 55.77    |  3: 58.32    |  4: 34.12   
[Batch: 0721/3108] mIoU: 52.06  |  FB-IoU: 67.37 |  0: 47.97    |  1: 64.11    |  2: 55.77    |  3: 58.32    |  4: 34.12   
[Batch: 0722/3108] mIoU: 52.04  |  FB-IoU: 67.36 |  0: 47.97    |  1: 64.11    |  2: 55.77    |  3: 58.26    |  4: 34.12   
[Batch: 0723/3108] mIoU: 52.05  |  FB-IoU: 67.37 |  0: 48.00    |  1: 64.11    |  2: 55.77    |  3: 58.26    |  4: 34.12   
[Batch: 0724/3108] mIoU: 52.05  |  FB-IoU: 67.37 |  0: 48.00    |  1: 64.11    |  2: 55.77    |  3: 58.26    |  4: 34.12   
[Batch: 0725/3108] mIoU: 52.04  |  FB-IoU: 67.37 |  0: 47.97    |  1: 64.11    |  2: 55.77    |  3: 58.26    |  4: 34.12   
[Batch: 0726/3108] mIoU: 52.04  |  FB-IoU: 67.37 |  0: 47.96    |  1: 64.11    |  2: 55.77    |  3: 58.26    |  4: 34.12   
[Batch: 0727/3108] mIoU: 52.05  |  FB-IoU: 67.39 |  0: 48.02    |  1: 64.11    |  2: 55.77    |  3: 58.26    |  4: 34.12   
[Batch: 0728/3108] mIoU: 52.05  |  FB-IoU: 67.39 |  0: 48.02    |  1: 64.11    |  2: 55.77    |  3: 58.26    |  4: 34.12   
[Batch: 0729/3108] mIoU: 52.06  |  FB-IoU: 67.40 |  0: 48.05    |  1: 64.11    |  2: 55.77    |  3: 58.26    |  4: 34.12   
[Batch: 0730/3108] mIoU: 52.06  |  FB-IoU: 67.41 |  0: 48.05    |  1: 64.11    |  2: 55.77    |  3: 58.26    |  4: 34.12   
[Batch: 0731/3108] mIoU: 52.04  |  FB-IoU: 67.41 |  0: 48.05    |  1: 64.11    |  2: 55.68    |  3: 58.26    |  4: 34.12   
[Batch: 0732/3108] mIoU: 52.04  |  FB-IoU: 67.41 |  0: 48.05    |  1: 64.11    |  2: 55.68    |  3: 58.26    |  4: 34.12   
[Batch: 0733/3108] mIoU: 52.16  |  FB-IoU: 67.45 |  0: 48.05    |  1: 64.66    |  2: 55.68    |  3: 58.26    |  4: 34.12   
[Batch: 0734/3108] mIoU: 52.12  |  FB-IoU: 67.42 |  0: 48.05    |  1: 64.66    |  2: 55.68    |  3: 58.08    |  4: 34.12   
[Batch: 0735/3108] mIoU: 52.12  |  FB-IoU: 67.43 |  0: 48.08    |  1: 64.66    |  2: 55.68    |  3: 58.08    |  4: 34.12   
[Batch: 0736/3108] mIoU: 52.14  |  FB-IoU: 67.45 |  0: 48.08    |  1: 64.66    |  2: 55.68    |  3: 58.14    |  4: 34.12   
[Batch: 0737/3108] mIoU: 52.13  |  FB-IoU: 67.45 |  0: 48.06    |  1: 64.66    |  2: 55.68    |  3: 58.14    |  4: 34.12   
[Batch: 0738/3108] mIoU: 52.19  |  FB-IoU: 67.50 |  0: 48.06    |  1: 64.66    |  2: 55.68    |  3: 58.42    |  4: 34.12   
[Batch: 0739/3108] mIoU: 52.18  |  FB-IoU: 67.50 |  0: 48.03    |  1: 64.66    |  2: 55.68    |  3: 58.42    |  4: 34.12   
[Batch: 0740/3108] mIoU: 52.18  |  FB-IoU: 67.50 |  0: 48.03    |  1: 64.66    |  2: 55.68    |  3: 58.41    |  4: 34.12   
[Batch: 0741/3108] mIoU: 52.19  |  FB-IoU: 67.50 |  0: 48.05    |  1: 64.66    |  2: 55.68    |  3: 58.41    |  4: 34.12   
[Batch: 0742/3108] mIoU: 52.19  |  FB-IoU: 67.51 |  0: 48.05    |  1: 64.66    |  2: 55.68    |  3: 58.42    |  4: 34.12   
[Batch: 0743/3108] mIoU: 52.19  |  FB-IoU: 67.52 |  0: 48.05    |  1: 64.66    |  2: 55.72    |  3: 58.42    |  4: 34.12   
[Batch: 0744/3108] mIoU: 52.05  |  FB-IoU: 67.49 |  0: 48.05    |  1: 63.93    |  2: 55.72    |  3: 58.42    |  4: 34.12   
[Batch: 0745/3108] mIoU: 52.10  |  FB-IoU: 67.52 |  0: 48.05    |  1: 63.93    |  2: 55.97    |  3: 58.42    |  4: 34.12   
[Batch: 0746/3108] mIoU: 52.10  |  FB-IoU: 67.53 |  0: 48.08    |  1: 63.93    |  2: 55.97    |  3: 58.42    |  4: 34.12   
[Batch: 0747/3108] mIoU: 52.19  |  FB-IoU: 67.56 |  0: 48.08    |  1: 64.37    |  2: 55.97    |  3: 58.42    |  4: 34.12   
[Batch: 0748/3108] mIoU: 52.19  |  FB-IoU: 67.56 |  0: 48.07    |  1: 64.37    |  2: 55.97    |  3: 58.42    |  4: 34.12   
[Batch: 0749/3108] mIoU: 52.17  |  FB-IoU: 67.53 |  0: 47.99    |  1: 64.37    |  2: 55.97    |  3: 58.42    |  4: 34.12   
[Batch: 0750/3108] mIoU: 52.15  |  FB-IoU: 67.50 |  0: 47.90    |  1: 64.37    |  2: 55.97    |  3: 58.42    |  4: 34.12   
[Batch: 0751/3108] mIoU: 52.13  |  FB-IoU: 67.46 |  0: 47.81    |  1: 64.37    |  2: 55.97    |  3: 58.42    |  4: 34.12   
[Batch: 0752/3108] mIoU: 52.14  |  FB-IoU: 67.46 |  0: 47.81    |  1: 64.37    |  2: 55.97    |  3: 58.45    |  4: 34.12   
[Batch: 0753/3108] mIoU: 52.17  |  FB-IoU: 67.49 |  0: 47.93    |  1: 64.37    |  2: 55.97    |  3: 58.45    |  4: 34.12   
[Batch: 0754/3108] mIoU: 52.20  |  FB-IoU: 67.51 |  0: 47.93    |  1: 64.56    |  2: 55.97    |  3: 58.45    |  4: 34.12   
[Batch: 0755/3108] mIoU: 52.26  |  FB-IoU: 67.54 |  0: 47.93    |  1: 64.84    |  2: 55.97    |  3: 58.45    |  4: 34.12   
[Batch: 0756/3108] mIoU: 52.25  |  FB-IoU: 67.53 |  0: 47.93    |  1: 64.84    |  2: 55.97    |  3: 58.37    |  4: 34.12   
[Batch: 0757/3108] mIoU: 52.25  |  FB-IoU: 67.53 |  0: 47.97    |  1: 64.84    |  2: 55.97    |  3: 58.37    |  4: 34.12   
[Batch: 0758/3108] mIoU: 52.29  |  FB-IoU: 67.57 |  0: 47.97    |  1: 64.84    |  2: 55.97    |  3: 58.55    |  4: 34.12   
[Batch: 0759/3108] mIoU: 52.26  |  FB-IoU: 67.56 |  0: 47.97    |  1: 64.84    |  2: 55.81    |  3: 58.55    |  4: 34.12   
[Batch: 0760/3108] mIoU: 52.26  |  FB-IoU: 67.57 |  0: 47.97    |  1: 64.84    |  2: 55.81    |  3: 58.54    |  4: 34.12   
[Batch: 0761/3108] mIoU: 52.26  |  FB-IoU: 67.57 |  0: 47.97    |  1: 64.84    |  2: 55.81    |  3: 58.58    |  4: 34.12   
[Batch: 0762/3108] mIoU: 52.68  |  FB-IoU: 67.62 |  0: 47.97    |  1: 64.84    |  2: 55.81    |  3: 58.58    |  4: 36.21   
[Batch: 0763/3108] mIoU: 52.68  |  FB-IoU: 67.61 |  0: 47.97    |  1: 64.84    |  2: 55.81    |  3: 58.58    |  4: 36.21   
[Batch: 0764/3108] mIoU: 52.69  |  FB-IoU: 67.63 |  0: 48.02    |  1: 64.84    |  2: 55.81    |  3: 58.58    |  4: 36.21   
[Batch: 0765/3108] mIoU: 52.71  |  FB-IoU: 67.65 |  0: 48.02    |  1: 64.84    |  2: 55.81    |  3: 58.68    |  4: 36.21   
[Batch: 0766/3108] mIoU: 52.41  |  FB-IoU: 67.51 |  0: 48.02    |  1: 64.84    |  2: 55.81    |  3: 58.68    |  4: 34.70   
[Batch: 0767/3108] mIoU: 52.38  |  FB-IoU: 67.49 |  0: 48.02    |  1: 64.84    |  2: 55.81    |  3: 58.51    |  4: 34.70   
[Batch: 0768/3108] mIoU: 52.46  |  FB-IoU: 67.51 |  0: 48.02    |  1: 64.84    |  2: 55.81    |  3: 58.51    |  4: 35.14   
[Batch: 0769/3108] mIoU: 52.48  |  FB-IoU: 67.53 |  0: 48.02    |  1: 64.84    |  2: 55.81    |  3: 58.61    |  4: 35.14   
[Batch: 0770/3108] mIoU: 52.92  |  FB-IoU: 67.60 |  0: 48.02    |  1: 64.84    |  2: 55.81    |  3: 58.61    |  4: 37.34   
[Batch: 0771/3108] mIoU: 52.93  |  FB-IoU: 67.61 |  0: 48.06    |  1: 64.84    |  2: 55.81    |  3: 58.61    |  4: 37.34   
[Batch: 0772/3108] mIoU: 52.89  |  FB-IoU: 67.61 |  0: 48.06    |  1: 64.66    |  2: 55.81    |  3: 58.61    |  4: 37.34   
[Batch: 0773/3108] mIoU: 52.91  |  FB-IoU: 67.61 |  0: 48.13    |  1: 64.66    |  2: 55.81    |  3: 58.61    |  4: 37.34   
[Batch: 0774/3108] mIoU: 52.89  |  FB-IoU: 67.58 |  0: 48.01    |  1: 64.66    |  2: 55.81    |  3: 58.61    |  4: 37.34   
[Batch: 0775/3108] mIoU: 52.87  |  FB-IoU: 67.55 |  0: 47.92    |  1: 64.66    |  2: 55.81    |  3: 58.61    |  4: 37.34   
[Batch: 0776/3108] mIoU: 52.87  |  FB-IoU: 67.56 |  0: 47.96    |  1: 64.66    |  2: 55.81    |  3: 58.61    |  4: 37.34   
[Batch: 0777/3108] mIoU: 52.88  |  FB-IoU: 67.57 |  0: 47.97    |  1: 64.66    |  2: 55.81    |  3: 58.61    |  4: 37.34   
[Batch: 0778/3108] mIoU: 52.90  |  FB-IoU: 67.59 |  0: 48.07    |  1: 64.66    |  2: 55.81    |  3: 58.61    |  4: 37.34   
[Batch: 0779/3108] mIoU: 52.91  |  FB-IoU: 67.61 |  0: 48.07    |  1: 64.66    |  2: 55.81    |  3: 58.68    |  4: 37.34   
[Batch: 0780/3108] mIoU: 52.97  |  FB-IoU: 67.64 |  0: 48.07    |  1: 64.66    |  2: 56.11    |  3: 58.68    |  4: 37.34   
[Batch: 0781/3108] mIoU: 53.02  |  FB-IoU: 67.66 |  0: 48.07    |  1: 64.66    |  2: 56.34    |  3: 58.68    |  4: 37.34   
[Batch: 0782/3108] mIoU: 53.02  |  FB-IoU: 67.66 |  0: 48.08    |  1: 64.66    |  2: 56.34    |  3: 58.68    |  4: 37.34   
[Batch: 0783/3108] mIoU: 53.02  |  FB-IoU: 67.66 |  0: 48.09    |  1: 64.66    |  2: 56.34    |  3: 58.68    |  4: 37.34   
[Batch: 0784/3108] mIoU: 52.88  |  FB-IoU: 67.64 |  0: 48.09    |  1: 63.93    |  2: 56.34    |  3: 58.68    |  4: 37.34   
[Batch: 0785/3108] mIoU: 52.88  |  FB-IoU: 67.64 |  0: 48.10    |  1: 63.93    |  2: 56.34    |  3: 58.68    |  4: 37.34   
[Batch: 0786/3108] mIoU: 52.90  |  FB-IoU: 67.67 |  0: 48.10    |  1: 63.93    |  2: 56.34    |  3: 58.78    |  4: 37.34   
[Batch: 0787/3108] mIoU: 52.91  |  FB-IoU: 67.65 |  0: 48.14    |  1: 63.93    |  2: 56.34    |  3: 58.78    |  4: 37.34   
[Batch: 0788/3108] mIoU: 52.90  |  FB-IoU: 67.65 |  0: 48.14    |  1: 63.93    |  2: 56.34    |  3: 58.73    |  4: 37.34   
[Batch: 0789/3108] mIoU: 52.78  |  FB-IoU: 67.58 |  0: 48.14    |  1: 63.93    |  2: 56.34    |  3: 58.73    |  4: 36.73   
[Batch: 0790/3108] mIoU: 52.79  |  FB-IoU: 67.60 |  0: 48.14    |  1: 63.93    |  2: 56.34    |  3: 58.79    |  4: 36.73   
[Batch: 0791/3108] mIoU: 52.87  |  FB-IoU: 67.63 |  0: 48.14    |  1: 63.93    |  2: 56.78    |  3: 58.79    |  4: 36.73   
[Batch: 0792/3108] mIoU: 52.89  |  FB-IoU: 67.65 |  0: 48.22    |  1: 63.93    |  2: 56.78    |  3: 58.79    |  4: 36.73   
[Batch: 0793/3108] mIoU: 52.85  |  FB-IoU: 67.64 |  0: 48.22    |  1: 63.93    |  2: 56.78    |  3: 58.79    |  4: 36.55   
[Batch: 0794/3108] mIoU: 52.83  |  FB-IoU: 67.61 |  0: 48.22    |  1: 63.93    |  2: 56.78    |  3: 58.66    |  4: 36.55   
[Batch: 0795/3108] mIoU: 52.80  |  FB-IoU: 67.56 |  0: 48.08    |  1: 63.93    |  2: 56.78    |  3: 58.66    |  4: 36.55   
[Batch: 0796/3108] mIoU: 52.79  |  FB-IoU: 67.56 |  0: 48.04    |  1: 63.93    |  2: 56.78    |  3: 58.66    |  4: 36.55   
[Batch: 0797/3108] mIoU: 52.77  |  FB-IoU: 67.52 |  0: 47.95    |  1: 63.93    |  2: 56.78    |  3: 58.66    |  4: 36.55   
[Batch: 0798/3108] mIoU: 52.77  |  FB-IoU: 67.50 |  0: 47.95    |  1: 63.93    |  2: 56.78    |  3: 58.63    |  4: 36.55   
[Batch: 0799/3108] mIoU: 52.66  |  FB-IoU: 67.47 |  0: 47.95    |  1: 63.93    |  2: 56.22    |  3: 58.63    |  4: 36.55   
[Batch: 0800/3108] mIoU: 52.66  |  FB-IoU: 67.48 |  0: 47.95    |  1: 63.93    |  2: 56.22    |  3: 58.63    |  4: 36.55   
[Batch: 0801/3108] mIoU: 52.67  |  FB-IoU: 67.49 |  0: 48.00    |  1: 63.93    |  2: 56.22    |  3: 58.63    |  4: 36.55   
[Batch: 0802/3108] mIoU: 52.67  |  FB-IoU: 67.50 |  0: 48.00    |  1: 63.93    |  2: 56.22    |  3: 58.64    |  4: 36.55   
[Batch: 0803/3108] mIoU: 52.65  |  FB-IoU: 67.51 |  0: 48.00    |  1: 63.82    |  2: 56.22    |  3: 58.64    |  4: 36.55   
[Batch: 0804/3108] mIoU: 52.65  |  FB-IoU: 67.52 |  0: 48.00    |  1: 63.82    |  2: 56.22    |  3: 58.65    |  4: 36.55   
[Batch: 0805/3108] mIoU: 52.60  |  FB-IoU: 67.43 |  0: 47.77    |  1: 63.82    |  2: 56.22    |  3: 58.65    |  4: 36.55   
[Batch: 0806/3108] mIoU: 52.72  |  FB-IoU: 67.47 |  0: 47.77    |  1: 64.42    |  2: 56.22    |  3: 58.65    |  4: 36.55   
[Batch: 0807/3108] mIoU: 52.70  |  FB-IoU: 67.43 |  0: 47.66    |  1: 64.42    |  2: 56.22    |  3: 58.65    |  4: 36.55   
[Batch: 0808/3108] mIoU: 52.71  |  FB-IoU: 67.45 |  0: 47.73    |  1: 64.42    |  2: 56.22    |  3: 58.65    |  4: 36.55   
[Batch: 0809/3108] mIoU: 52.60  |  FB-IoU: 67.42 |  0: 47.73    |  1: 64.42    |  2: 55.65    |  3: 58.65    |  4: 36.55   
[Batch: 0810/3108] mIoU: 52.62  |  FB-IoU: 67.44 |  0: 47.73    |  1: 64.42    |  2: 55.65    |  3: 58.76    |  4: 36.55   
[Batch: 0811/3108] mIoU: 52.69  |  FB-IoU: 67.50 |  0: 47.73    |  1: 64.42    |  2: 55.65    |  3: 59.10    |  4: 36.55   
[Batch: 0812/3108] mIoU: 52.69  |  FB-IoU: 67.49 |  0: 47.75    |  1: 64.42    |  2: 55.65    |  3: 59.10    |  4: 36.55   
[Batch: 0813/3108] mIoU: 52.60  |  FB-IoU: 67.48 |  0: 47.75    |  1: 63.96    |  2: 55.65    |  3: 59.10    |  4: 36.55   
[Batch: 0814/3108] mIoU: 52.65  |  FB-IoU: 67.52 |  0: 47.75    |  1: 63.96    |  2: 55.65    |  3: 59.32    |  4: 36.55   
[Batch: 0815/3108] mIoU: 52.56  |  FB-IoU: 67.45 |  0: 47.75    |  1: 63.96    |  2: 55.65    |  3: 58.89    |  4: 36.55   
[Batch: 0816/3108] mIoU: 52.58  |  FB-IoU: 67.47 |  0: 47.83    |  1: 63.96    |  2: 55.65    |  3: 58.89    |  4: 36.55   
[Batch: 0817/3108] mIoU: 52.62  |  FB-IoU: 67.49 |  0: 47.83    |  1: 64.16    |  2: 55.65    |  3: 58.89    |  4: 36.55   
[Batch: 0818/3108] mIoU: 52.63  |  FB-IoU: 67.50 |  0: 47.83    |  1: 64.22    |  2: 55.65    |  3: 58.89    |  4: 36.55   
[Batch: 0819/3108] mIoU: 52.67  |  FB-IoU: 67.52 |  0: 47.83    |  1: 64.41    |  2: 55.65    |  3: 58.89    |  4: 36.55   
[Batch: 0820/3108] mIoU: 52.70  |  FB-IoU: 67.55 |  0: 47.83    |  1: 64.41    |  2: 55.65    |  3: 59.05    |  4: 36.55   
[Batch: 0821/3108] mIoU: 52.69  |  FB-IoU: 67.55 |  0: 47.83    |  1: 64.41    |  2: 55.65    |  3: 59.03    |  4: 36.55   
[Batch: 0822/3108] mIoU: 52.68  |  FB-IoU: 67.53 |  0: 47.75    |  1: 64.41    |  2: 55.65    |  3: 59.03    |  4: 36.55   
[Batch: 0823/3108] mIoU: 52.68  |  FB-IoU: 67.53 |  0: 47.74    |  1: 64.41    |  2: 55.65    |  3: 59.03    |  4: 36.55   
[Batch: 0824/3108] mIoU: 52.66  |  FB-IoU: 67.50 |  0: 47.65    |  1: 64.41    |  2: 55.65    |  3: 59.03    |  4: 36.55   
[Batch: 0825/3108] mIoU: 52.67  |  FB-IoU: 67.52 |  0: 47.71    |  1: 64.41    |  2: 55.65    |  3: 59.03    |  4: 36.55   
[Batch: 0826/3108] mIoU: 52.61  |  FB-IoU: 67.46 |  0: 47.71    |  1: 64.41    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0827/3108] mIoU: 52.61  |  FB-IoU: 67.47 |  0: 47.71    |  1: 64.41    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0828/3108] mIoU: 52.62  |  FB-IoU: 67.49 |  0: 47.78    |  1: 64.41    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0829/3108] mIoU: 52.60  |  FB-IoU: 67.49 |  0: 47.78    |  1: 64.32    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0830/3108] mIoU: 52.60  |  FB-IoU: 67.49 |  0: 47.78    |  1: 64.32    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0831/3108] mIoU: 52.58  |  FB-IoU: 67.44 |  0: 47.67    |  1: 64.32    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0832/3108] mIoU: 52.57  |  FB-IoU: 67.43 |  0: 47.64    |  1: 64.32    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0833/3108] mIoU: 52.56  |  FB-IoU: 67.44 |  0: 47.64    |  1: 64.24    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0834/3108] mIoU: 52.56  |  FB-IoU: 67.44 |  0: 47.64    |  1: 64.24    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0835/3108] mIoU: 52.57  |  FB-IoU: 67.45 |  0: 47.64    |  1: 64.31    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0836/3108] mIoU: 52.58  |  FB-IoU: 67.46 |  0: 47.69    |  1: 64.31    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0837/3108] mIoU: 52.59  |  FB-IoU: 67.47 |  0: 47.73    |  1: 64.31    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0838/3108] mIoU: 52.55  |  FB-IoU: 67.47 |  0: 47.73    |  1: 64.09    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0839/3108] mIoU: 52.55  |  FB-IoU: 67.49 |  0: 47.76    |  1: 64.09    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0840/3108] mIoU: 52.56  |  FB-IoU: 67.50 |  0: 47.82    |  1: 64.09    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0841/3108] mIoU: 52.57  |  FB-IoU: 67.51 |  0: 47.86    |  1: 64.09    |  2: 55.65    |  3: 58.71    |  4: 36.55   
[Batch: 0842/3108] mIoU: 52.61  |  FB-IoU: 67.55 |  0: 47.86    |  1: 64.09    |  2: 55.65    |  3: 58.88    |  4: 36.55   
[Batch: 0843/3108] mIoU: 52.78  |  FB-IoU: 67.60 |  0: 47.86    |  1: 64.09    |  2: 56.54    |  3: 58.88    |  4: 36.55   
[Batch: 0844/3108] mIoU: 52.77  |  FB-IoU: 67.60 |  0: 47.86    |  1: 64.01    |  2: 56.54    |  3: 58.88    |  4: 36.55   
[Batch: 0845/3108] mIoU: 52.77  |  FB-IoU: 67.62 |  0: 47.90    |  1: 64.01    |  2: 56.54    |  3: 58.88    |  4: 36.55   
[Batch: 0846/3108] mIoU: 52.79  |  FB-IoU: 67.63 |  0: 47.99    |  1: 64.01    |  2: 56.54    |  3: 58.88    |  4: 36.55   
[Batch: 0847/3108] mIoU: 52.87  |  FB-IoU: 67.66 |  0: 47.99    |  1: 64.01    |  2: 56.91    |  3: 58.88    |  4: 36.55   
[Batch: 0848/3108] mIoU: 52.90  |  FB-IoU: 67.65 |  0: 47.99    |  1: 64.01    |  2: 56.91    |  3: 58.88    |  4: 36.71   
[Batch: 0849/3108] mIoU: 52.90  |  FB-IoU: 67.65 |  0: 48.00    |  1: 64.01    |  2: 56.91    |  3: 58.88    |  4: 36.71   
[Batch: 0850/3108] mIoU: 52.89  |  FB-IoU: 67.64 |  0: 48.00    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 36.71   
[Batch: 0851/3108] mIoU: 52.91  |  FB-IoU: 67.67 |  0: 48.13    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 36.71   
[Batch: 0852/3108] mIoU: 52.71  |  FB-IoU: 67.57 |  0: 48.13    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0853/3108] mIoU: 52.72  |  FB-IoU: 67.59 |  0: 48.21    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0854/3108] mIoU: 52.71  |  FB-IoU: 67.57 |  0: 48.17    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0855/3108] mIoU: 52.72  |  FB-IoU: 67.59 |  0: 48.19    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0856/3108] mIoU: 52.70  |  FB-IoU: 67.56 |  0: 48.12    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0857/3108] mIoU: 52.68  |  FB-IoU: 67.51 |  0: 48.00    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0858/3108] mIoU: 52.68  |  FB-IoU: 67.52 |  0: 48.02    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0859/3108] mIoU: 52.68  |  FB-IoU: 67.53 |  0: 48.02    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0860/3108] mIoU: 52.70  |  FB-IoU: 67.56 |  0: 48.10    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0861/3108] mIoU: 52.71  |  FB-IoU: 67.57 |  0: 48.15    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0862/3108] mIoU: 52.70  |  FB-IoU: 67.55 |  0: 48.10    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0863/3108] mIoU: 52.73  |  FB-IoU: 67.58 |  0: 48.24    |  1: 64.01    |  2: 56.91    |  3: 58.80    |  4: 35.68   
[Batch: 0864/3108] mIoU: 52.75  |  FB-IoU: 67.61 |  0: 48.24    |  1: 64.01    |  2: 56.91    |  3: 58.89    |  4: 35.68   
[Batch: 0865/3108] mIoU: 52.70  |  FB-IoU: 67.61 |  0: 48.24    |  1: 63.76    |  2: 56.91    |  3: 58.89    |  4: 35.68   
[Batch: 0866/3108] mIoU: 52.71  |  FB-IoU: 67.62 |  0: 48.32    |  1: 63.76    |  2: 56.91    |  3: 58.89    |  4: 35.68   
[Batch: 0867/3108] mIoU: 52.69  |  FB-IoU: 67.57 |  0: 48.20    |  1: 63.76    |  2: 56.91    |  3: 58.89    |  4: 35.68   
[Batch: 0868/3108] mIoU: 52.71  |  FB-IoU: 67.61 |  0: 48.33    |  1: 63.76    |  2: 56.91    |  3: 58.89    |  4: 35.68   
[Batch: 0869/3108] mIoU: 52.67  |  FB-IoU: 67.51 |  0: 48.10    |  1: 63.76    |  2: 56.91    |  3: 58.89    |  4: 35.68   
[Batch: 0870/3108] mIoU: 52.67  |  FB-IoU: 67.51 |  0: 48.10    |  1: 63.76    |  2: 56.91    |  3: 58.89    |  4: 35.68   
[Batch: 0871/3108] mIoU: 52.68  |  FB-IoU: 67.53 |  0: 48.10    |  1: 63.76    |  2: 56.91    |  3: 58.96    |  4: 35.68   
[Batch: 0872/3108] mIoU: 52.69  |  FB-IoU: 67.54 |  0: 48.13    |  1: 63.76    |  2: 56.91    |  3: 58.96    |  4: 35.68   
[Batch: 0873/3108] mIoU: 52.68  |  FB-IoU: 67.54 |  0: 48.13    |  1: 63.76    |  2: 56.91    |  3: 58.91    |  4: 35.68   
[Batch: 0874/3108] mIoU: 52.69  |  FB-IoU: 67.56 |  0: 48.21    |  1: 63.76    |  2: 56.91    |  3: 58.91    |  4: 35.68   
[Batch: 0875/3108] mIoU: 52.69  |  FB-IoU: 67.56 |  0: 48.20    |  1: 63.76    |  2: 56.91    |  3: 58.91    |  4: 35.68   
[Batch: 0876/3108] mIoU: 52.71  |  FB-IoU: 67.59 |  0: 48.20    |  1: 63.76    |  2: 56.91    |  3: 59.02    |  4: 35.68   
[Batch: 0877/3108] mIoU: 52.72  |  FB-IoU: 67.60 |  0: 48.20    |  1: 63.76    |  2: 56.91    |  3: 59.03    |  4: 35.68   
[Batch: 0878/3108] mIoU: 52.56  |  FB-IoU: 67.53 |  0: 48.20    |  1: 63.76    |  2: 56.91    |  3: 59.03    |  4: 34.91   
[Batch: 0879/3108] mIoU: 52.55  |  FB-IoU: 67.52 |  0: 48.16    |  1: 63.76    |  2: 56.91    |  3: 59.03    |  4: 34.91   
[Batch: 0880/3108] mIoU: 52.61  |  FB-IoU: 67.53 |  0: 48.16    |  1: 63.76    |  2: 56.91    |  3: 59.03    |  4: 35.21   
[Batch: 0881/3108] mIoU: 52.64  |  FB-IoU: 67.55 |  0: 48.16    |  1: 63.76    |  2: 56.91    |  3: 59.18    |  4: 35.21   
[Batch: 0882/3108] mIoU: 52.66  |  FB-IoU: 67.57 |  0: 48.16    |  1: 63.76    |  2: 56.91    |  3: 59.24    |  4: 35.21   
[Batch: 0883/3108] mIoU: 52.68  |  FB-IoU: 67.60 |  0: 48.28    |  1: 63.76    |  2: 56.91    |  3: 59.24    |  4: 35.21   
[Batch: 0884/3108] mIoU: 52.67  |  FB-IoU: 67.58 |  0: 48.24    |  1: 63.76    |  2: 56.91    |  3: 59.24    |  4: 35.21   
[Batch: 0885/3108] mIoU: 52.65  |  FB-IoU: 67.51 |  0: 48.10    |  1: 63.76    |  2: 56.91    |  3: 59.24    |  4: 35.21   
[Batch: 0886/3108] mIoU: 52.65  |  FB-IoU: 67.51 |  0: 48.12    |  1: 63.76    |  2: 56.91    |  3: 59.24    |  4: 35.21   
[Batch: 0887/3108] mIoU: 52.55  |  FB-IoU: 67.50 |  0: 48.12    |  1: 63.29    |  2: 56.91    |  3: 59.24    |  4: 35.21   
[Batch: 0888/3108] mIoU: 52.54  |  FB-IoU: 67.48 |  0: 48.05    |  1: 63.29    |  2: 56.91    |  3: 59.24    |  4: 35.21   
[Batch: 0889/3108] mIoU: 52.50  |  FB-IoU: 67.47 |  0: 48.05    |  1: 63.29    |  2: 56.91    |  3: 59.24    |  4: 35.02   
[Batch: 0890/3108] mIoU: 52.51  |  FB-IoU: 67.48 |  0: 48.07    |  1: 63.29    |  2: 56.91    |  3: 59.24    |  4: 35.02   
[Batch: 0891/3108] mIoU: 52.50  |  FB-IoU: 67.48 |  0: 48.05    |  1: 63.29    |  2: 56.91    |  3: 59.24    |  4: 35.02   
[Batch: 0892/3108] mIoU: 52.65  |  FB-IoU: 67.49 |  0: 48.05    |  1: 63.29    |  2: 56.91    |  3: 59.24    |  4: 35.76   
[Batch: 0893/3108] mIoU: 52.68  |  FB-IoU: 67.51 |  0: 48.05    |  1: 63.42    |  2: 56.91    |  3: 59.24    |  4: 35.76   
[Batch: 0894/3108] mIoU: 52.68  |  FB-IoU: 67.51 |  0: 48.06    |  1: 63.42    |  2: 56.91    |  3: 59.24    |  4: 35.76   
[Batch: 0895/3108] mIoU: 52.69  |  FB-IoU: 67.53 |  0: 48.10    |  1: 63.42    |  2: 56.91    |  3: 59.24    |  4: 35.76   
[Batch: 0896/3108] mIoU: 52.71  |  FB-IoU: 67.55 |  0: 48.20    |  1: 63.42    |  2: 56.91    |  3: 59.24    |  4: 35.76   
[Batch: 0897/3108] mIoU: 52.68  |  FB-IoU: 67.53 |  0: 48.20    |  1: 63.42    |  2: 56.91    |  3: 59.11    |  4: 35.76   
[Batch: 0898/3108] mIoU: 52.69  |  FB-IoU: 67.55 |  0: 48.24    |  1: 63.42    |  2: 56.91    |  3: 59.11    |  4: 35.76   
[Batch: 0899/3108] mIoU: 52.68  |  FB-IoU: 67.55 |  0: 48.24    |  1: 63.40    |  2: 56.91    |  3: 59.11    |  4: 35.76   
[Batch: 0900/3108] mIoU: 52.73  |  FB-IoU: 67.56 |  0: 48.24    |  1: 63.40    |  2: 56.91    |  3: 59.11    |  4: 35.99   
[Batch: 0901/3108] mIoU: 52.73  |  FB-IoU: 67.57 |  0: 48.25    |  1: 63.40    |  2: 56.91    |  3: 59.11    |  4: 35.99   
[Batch: 0902/3108] mIoU: 52.74  |  FB-IoU: 67.58 |  0: 48.25    |  1: 63.40    |  2: 56.97    |  3: 59.11    |  4: 35.99   
[Batch: 0903/3108] mIoU: 52.77  |  FB-IoU: 67.60 |  0: 48.25    |  1: 63.40    |  2: 57.12    |  3: 59.11    |  4: 35.99   
[Batch: 0904/3108] mIoU: 52.76  |  FB-IoU: 67.60 |  0: 48.25    |  1: 63.40    |  2: 57.12    |  3: 59.06    |  4: 35.99   
[Batch: 0905/3108] mIoU: 52.79  |  FB-IoU: 67.61 |  0: 48.25    |  1: 63.53    |  2: 57.12    |  3: 59.06    |  4: 35.99   
[Batch: 0906/3108] mIoU: 52.78  |  FB-IoU: 67.61 |  0: 48.25    |  1: 63.53    |  2: 57.12    |  3: 59.01    |  4: 35.99   
[Batch: 0907/3108] mIoU: 52.78  |  FB-IoU: 67.61 |  0: 48.24    |  1: 63.53    |  2: 57.12    |  3: 59.01    |  4: 35.99   
[Batch: 0908/3108] mIoU: 52.78  |  FB-IoU: 67.62 |  0: 48.27    |  1: 63.53    |  2: 57.12    |  3: 59.01    |  4: 35.99   
[Batch: 0909/3108] mIoU: 52.78  |  FB-IoU: 67.63 |  0: 48.27    |  1: 63.53    |  2: 57.12    |  3: 59.01    |  4: 35.99   
[Batch: 0910/3108] mIoU: 52.79  |  FB-IoU: 67.65 |  0: 48.31    |  1: 63.53    |  2: 57.12    |  3: 59.01    |  4: 35.99   
[Batch: 0911/3108] mIoU: 52.80  |  FB-IoU: 67.66 |  0: 48.36    |  1: 63.53    |  2: 57.12    |  3: 59.01    |  4: 35.99   
[Batch: 0912/3108] mIoU: 52.80  |  FB-IoU: 67.67 |  0: 48.36    |  1: 63.53    |  2: 57.12    |  3: 59.01    |  4: 35.99   
[Batch: 0913/3108] mIoU: 52.79  |  FB-IoU: 67.66 |  0: 48.36    |  1: 63.53    |  2: 57.12    |  3: 58.96    |  4: 35.99   
[Batch: 0914/3108] mIoU: 52.79  |  FB-IoU: 67.65 |  0: 48.34    |  1: 63.53    |  2: 57.12    |  3: 58.96    |  4: 35.99   
[Batch: 0915/3108] mIoU: 52.79  |  FB-IoU: 67.64 |  0: 48.37    |  1: 63.53    |  2: 57.12    |  3: 58.96    |  4: 35.99   
[Batch: 0916/3108] mIoU: 52.79  |  FB-IoU: 67.64 |  0: 48.35    |  1: 63.53    |  2: 57.12    |  3: 58.96    |  4: 35.99   
[Batch: 0917/3108] mIoU: 52.81  |  FB-IoU: 67.66 |  0: 48.35    |  1: 63.53    |  2: 57.12    |  3: 59.08    |  4: 35.99   
[Batch: 0918/3108] mIoU: 52.84  |  FB-IoU: 67.68 |  0: 48.35    |  1: 63.65    |  2: 57.12    |  3: 59.08    |  4: 35.99   
[Batch: 0919/3108] mIoU: 52.84  |  FB-IoU: 67.68 |  0: 48.36    |  1: 63.65    |  2: 57.12    |  3: 59.08    |  4: 35.99   
[Batch: 0920/3108] mIoU: 52.84  |  FB-IoU: 67.69 |  0: 48.36    |  1: 63.65    |  2: 57.12    |  3: 59.08    |  4: 35.99   
[Batch: 0921/3108] mIoU: 52.84  |  FB-IoU: 67.69 |  0: 48.38    |  1: 63.65    |  2: 57.12    |  3: 59.08    |  4: 35.99   
[Batch: 0922/3108] mIoU: 52.86  |  FB-IoU: 67.71 |  0: 48.38    |  1: 63.65    |  2: 57.12    |  3: 59.18    |  4: 35.99   
[Batch: 0923/3108] mIoU: 52.86  |  FB-IoU: 67.71 |  0: 48.39    |  1: 63.65    |  2: 57.12    |  3: 59.18    |  4: 35.99   
[Batch: 0924/3108] mIoU: 52.87  |  FB-IoU: 67.72 |  0: 48.39    |  1: 63.65    |  2: 57.12    |  3: 59.18    |  4: 35.99   
[Batch: 0925/3108] mIoU: 52.86  |  FB-IoU: 67.73 |  0: 48.38    |  1: 63.65    |  2: 57.12    |  3: 59.18    |  4: 35.99   
[Batch: 0926/3108] mIoU: 52.87  |  FB-IoU: 67.73 |  0: 48.38    |  1: 63.65    |  2: 57.12    |  3: 59.18    |  4: 35.99   
[Batch: 0927/3108] mIoU: 52.86  |  FB-IoU: 67.74 |  0: 48.38    |  1: 63.65    |  2: 57.12    |  3: 59.18    |  4: 35.99   
[Batch: 0928/3108] mIoU: 52.89  |  FB-IoU: 67.76 |  0: 48.38    |  1: 63.65    |  2: 57.12    |  3: 59.31    |  4: 35.99   
[Batch: 0929/3108] mIoU: 52.65  |  FB-IoU: 67.68 |  0: 48.38    |  1: 63.65    |  2: 55.94    |  3: 59.31    |  4: 35.99   
[Batch: 0930/3108] mIoU: 52.77  |  FB-IoU: 67.71 |  0: 48.38    |  1: 63.65    |  2: 55.94    |  3: 59.31    |  4: 36.58   
[Batch: 0931/3108] mIoU: 52.76  |  FB-IoU: 67.67 |  0: 48.33    |  1: 63.65    |  2: 55.94    |  3: 59.31    |  4: 36.58   
[Batch: 0932/3108] mIoU: 52.78  |  FB-IoU: 67.68 |  0: 48.40    |  1: 63.65    |  2: 55.94    |  3: 59.31    |  4: 36.58   
[Batch: 0933/3108] mIoU: 52.79  |  FB-IoU: 67.70 |  0: 48.40    |  1: 63.65    |  2: 55.94    |  3: 59.40    |  4: 36.58   
[Batch: 0934/3108] mIoU: 52.76  |  FB-IoU: 67.70 |  0: 48.40    |  1: 63.48    |  2: 55.94    |  3: 59.40    |  4: 36.58   
[Batch: 0935/3108] mIoU: 52.75  |  FB-IoU: 67.71 |  0: 48.40    |  1: 63.48    |  2: 55.94    |  3: 59.38    |  4: 36.58   
[Batch: 0936/3108] mIoU: 52.76  |  FB-IoU: 67.70 |  0: 48.41    |  1: 63.48    |  2: 55.94    |  3: 59.38    |  4: 36.58   
[Batch: 0937/3108] mIoU: 52.76  |  FB-IoU: 67.70 |  0: 48.42    |  1: 63.48    |  2: 55.94    |  3: 59.38    |  4: 36.58   
[Batch: 0938/3108] mIoU: 52.77  |  FB-IoU: 67.71 |  0: 48.46    |  1: 63.48    |  2: 55.94    |  3: 59.38    |  4: 36.58   
[Batch: 0939/3108] mIoU: 52.76  |  FB-IoU: 67.72 |  0: 48.46    |  1: 63.44    |  2: 55.94    |  3: 59.38    |  4: 36.58   
[Batch: 0940/3108] mIoU: 52.74  |  FB-IoU: 67.69 |  0: 48.38    |  1: 63.44    |  2: 55.94    |  3: 59.38    |  4: 36.58   
[Batch: 0941/3108] mIoU: 52.79  |  FB-IoU: 67.71 |  0: 48.38    |  1: 63.67    |  2: 55.94    |  3: 59.38    |  4: 36.58   
[Batch: 0942/3108] mIoU: 52.80  |  FB-IoU: 67.73 |  0: 48.45    |  1: 63.67    |  2: 55.94    |  3: 59.38    |  4: 36.58   
[Batch: 0943/3108] mIoU: 52.82  |  FB-IoU: 67.75 |  0: 48.45    |  1: 63.67    |  2: 55.94    |  3: 59.46    |  4: 36.58   
[Batch: 0944/3108] mIoU: 52.86  |  FB-IoU: 67.78 |  0: 48.45    |  1: 63.67    |  2: 55.94    |  3: 59.63    |  4: 36.58   
[Batch: 0945/3108] mIoU: 52.87  |  FB-IoU: 67.78 |  0: 48.50    |  1: 63.67    |  2: 55.94    |  3: 59.63    |  4: 36.58   
[Batch: 0946/3108] mIoU: 52.86  |  FB-IoU: 67.79 |  0: 48.50    |  1: 63.67    |  2: 55.94    |  3: 59.63    |  4: 36.58   
[Batch: 0947/3108] mIoU: 52.91  |  FB-IoU: 67.83 |  0: 48.50    |  1: 63.67    |  2: 55.94    |  3: 59.85    |  4: 36.58   
[Batch: 0948/3108] mIoU: 52.92  |  FB-IoU: 67.84 |  0: 48.56    |  1: 63.67    |  2: 55.94    |  3: 59.85    |  4: 36.58   
[Batch: 0949/3108] mIoU: 52.92  |  FB-IoU: 67.85 |  0: 48.57    |  1: 63.67    |  2: 55.94    |  3: 59.85    |  4: 36.58   
[Batch: 0950/3108] mIoU: 52.95  |  FB-IoU: 67.88 |  0: 48.57    |  1: 63.67    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0951/3108] mIoU: 52.94  |  FB-IoU: 67.86 |  0: 48.53    |  1: 63.67    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0952/3108] mIoU: 52.93  |  FB-IoU: 67.87 |  0: 48.53    |  1: 63.64    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0953/3108] mIoU: 52.94  |  FB-IoU: 67.88 |  0: 48.56    |  1: 63.64    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0954/3108] mIoU: 52.94  |  FB-IoU: 67.89 |  0: 48.58    |  1: 63.64    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0955/3108] mIoU: 52.93  |  FB-IoU: 67.87 |  0: 48.53    |  1: 63.64    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0956/3108] mIoU: 52.80  |  FB-IoU: 67.84 |  0: 48.53    |  1: 62.96    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0957/3108] mIoU: 52.81  |  FB-IoU: 67.86 |  0: 48.57    |  1: 62.96    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0958/3108] mIoU: 52.81  |  FB-IoU: 67.87 |  0: 48.58    |  1: 62.96    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0959/3108] mIoU: 52.80  |  FB-IoU: 67.86 |  0: 48.55    |  1: 62.96    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0960/3108] mIoU: 52.78  |  FB-IoU: 67.86 |  0: 48.55    |  1: 62.83    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0961/3108] mIoU: 52.77  |  FB-IoU: 67.86 |  0: 48.52    |  1: 62.83    |  2: 55.94    |  3: 59.98    |  4: 36.58   
[Batch: 0962/3108] mIoU: 52.76  |  FB-IoU: 67.86 |  0: 48.52    |  1: 62.83    |  2: 55.94    |  3: 59.93    |  4: 36.58   
[Batch: 0963/3108] mIoU: 52.74  |  FB-IoU: 67.85 |  0: 48.52    |  1: 62.72    |  2: 55.94    |  3: 59.93    |  4: 36.58   
[Batch: 0964/3108] mIoU: 52.74  |  FB-IoU: 67.86 |  0: 48.52    |  1: 62.72    |  2: 55.94    |  3: 59.93    |  4: 36.58   
[Batch: 0965/3108] mIoU: 52.55  |  FB-IoU: 67.82 |  0: 48.52    |  1: 61.77    |  2: 55.94    |  3: 59.93    |  4: 36.58   
[Batch: 0966/3108] mIoU: 52.55  |  FB-IoU: 67.82 |  0: 48.52    |  1: 61.77    |  2: 55.94    |  3: 59.93    |  4: 36.58   
[Batch: 0967/3108] mIoU: 52.51  |  FB-IoU: 67.79 |  0: 48.52    |  1: 61.77    |  2: 55.94    |  3: 59.75    |  4: 36.58   
[Batch: 0968/3108] mIoU: 52.51  |  FB-IoU: 67.78 |  0: 48.51    |  1: 61.77    |  2: 55.94    |  3: 59.75    |  4: 36.58   
[Batch: 0969/3108] mIoU: 52.55  |  FB-IoU: 67.82 |  0: 48.51    |  1: 61.77    |  2: 55.94    |  3: 59.96    |  4: 36.58   
[Batch: 0970/3108] mIoU: 52.29  |  FB-IoU: 67.70 |  0: 48.51    |  1: 61.77    |  2: 55.94    |  3: 59.96    |  4: 35.28   
[Batch: 0971/3108] mIoU: 52.29  |  FB-IoU: 67.71 |  0: 48.52    |  1: 61.77    |  2: 55.94    |  3: 59.96    |  4: 35.28   
[Batch: 0972/3108] mIoU: 52.30  |  FB-IoU: 67.72 |  0: 48.56    |  1: 61.77    |  2: 55.94    |  3: 59.96    |  4: 35.28   
[Batch: 0973/3108] mIoU: 52.30  |  FB-IoU: 67.73 |  0: 48.56    |  1: 61.77    |  2: 55.94    |  3: 59.96    |  4: 35.28   
[Batch: 0974/3108] mIoU: 52.18  |  FB-IoU: 67.69 |  0: 48.56    |  1: 61.77    |  2: 55.34    |  3: 59.96    |  4: 35.28   
[Batch: 0975/3108] mIoU: 52.17  |  FB-IoU: 67.67 |  0: 48.52    |  1: 61.77    |  2: 55.34    |  3: 59.96    |  4: 35.28   
[Batch: 0976/3108] mIoU: 52.12  |  FB-IoU: 67.66 |  0: 48.52    |  1: 61.52    |  2: 55.34    |  3: 59.96    |  4: 35.28   
[Batch: 0977/3108] mIoU: 52.12  |  FB-IoU: 67.67 |  0: 48.51    |  1: 61.52    |  2: 55.34    |  3: 59.96    |  4: 35.28   
[Batch: 0978/3108] mIoU: 52.12  |  FB-IoU: 67.66 |  0: 48.47    |  1: 61.52    |  2: 55.34    |  3: 59.96    |  4: 35.28   
[Batch: 0979/3108] mIoU: 52.11  |  FB-IoU: 67.64 |  0: 48.46    |  1: 61.52    |  2: 55.34    |  3: 59.96    |  4: 35.28   
[Batch: 0980/3108] mIoU: 52.13  |  FB-IoU: 67.65 |  0: 48.46    |  1: 61.63    |  2: 55.34    |  3: 59.96    |  4: 35.28   
[Batch: 0981/3108] mIoU: 52.21  |  FB-IoU: 67.68 |  0: 48.46    |  1: 61.98    |  2: 55.34    |  3: 59.96    |  4: 35.28   
[Batch: 0982/3108] mIoU: 52.22  |  FB-IoU: 67.70 |  0: 48.46    |  1: 61.98    |  2: 55.34    |  3: 60.01    |  4: 35.28   
[Batch: 0983/3108] mIoU: 52.22  |  FB-IoU: 67.70 |  0: 48.46    |  1: 61.98    |  2: 55.34    |  3: 60.01    |  4: 35.28   
[Batch: 0984/3108] mIoU: 52.04  |  FB-IoU: 67.62 |  0: 48.46    |  1: 61.98    |  2: 55.34    |  3: 60.01    |  4: 34.41   
[Batch: 0985/3108] mIoU: 52.10  |  FB-IoU: 67.65 |  0: 48.46    |  1: 61.98    |  2: 55.63    |  3: 60.01    |  4: 34.41   
[Batch: 0986/3108] mIoU: 52.12  |  FB-IoU: 67.67 |  0: 48.46    |  1: 61.98    |  2: 55.63    |  3: 60.11    |  4: 34.41   
[Batch: 0987/3108] mIoU: 52.11  |  FB-IoU: 67.66 |  0: 48.46    |  1: 61.98    |  2: 55.63    |  3: 60.05    |  4: 34.41   
[Batch: 0988/3108] mIoU: 52.10  |  FB-IoU: 67.65 |  0: 48.44    |  1: 61.98    |  2: 55.63    |  3: 60.05    |  4: 34.41   
[Batch: 0989/3108] mIoU: 52.11  |  FB-IoU: 67.66 |  0: 48.49    |  1: 61.98    |  2: 55.63    |  3: 60.05    |  4: 34.41   
[Batch: 0990/3108] mIoU: 52.13  |  FB-IoU: 67.68 |  0: 48.55    |  1: 61.98    |  2: 55.63    |  3: 60.05    |  4: 34.41   
[Batch: 0991/3108] mIoU: 52.13  |  FB-IoU: 67.69 |  0: 48.59    |  1: 61.98    |  2: 55.63    |  3: 60.05    |  4: 34.41   
[Batch: 0992/3108] mIoU: 52.13  |  FB-IoU: 67.69 |  0: 48.59    |  1: 61.98    |  2: 55.63    |  3: 60.01    |  4: 34.41   
[Batch: 0993/3108] mIoU: 52.11  |  FB-IoU: 67.64 |  0: 48.50    |  1: 61.98    |  2: 55.63    |  3: 60.01    |  4: 34.41   
[Batch: 0994/3108] mIoU: 52.11  |  FB-IoU: 67.65 |  0: 48.51    |  1: 61.98    |  2: 55.63    |  3: 60.01    |  4: 34.41   
[Batch: 0995/3108] mIoU: 52.10  |  FB-IoU: 67.65 |  0: 48.51    |  1: 61.98    |  2: 55.63    |  3: 59.98    |  4: 34.41   
[Batch: 0996/3108] mIoU: 52.08  |  FB-IoU: 67.62 |  0: 48.41    |  1: 61.98    |  2: 55.63    |  3: 59.98    |  4: 34.41   
[Batch: 0997/3108] mIoU: 52.09  |  FB-IoU: 67.62 |  0: 48.42    |  1: 61.98    |  2: 55.63    |  3: 59.98    |  4: 34.41   
[Batch: 0998/3108] mIoU: 52.03  |  FB-IoU: 67.58 |  0: 48.42    |  1: 61.98    |  2: 55.63    |  3: 59.71    |  4: 34.41   
[Batch: 0999/3108] mIoU: 52.03  |  FB-IoU: 67.58 |  0: 48.44    |  1: 61.98    |  2: 55.63    |  3: 59.71    |  4: 34.41   
[Batch: 1000/3108] mIoU: 52.03  |  FB-IoU: 67.59 |  0: 48.43    |  1: 61.98    |  2: 55.63    |  3: 59.71    |  4: 34.41   
[Batch: 1001/3108] mIoU: 52.04  |  FB-IoU: 67.59 |  0: 48.45    |  1: 61.98    |  2: 55.63    |  3: 59.71    |  4: 34.41   
[Batch: 1002/3108] mIoU: 52.00  |  FB-IoU: 67.58 |  0: 48.45    |  1: 61.98    |  2: 55.63    |  3: 59.71    |  4: 34.23   
[Batch: 1003/3108] mIoU: 52.00  |  FB-IoU: 67.60 |  0: 48.46    |  1: 61.98    |  2: 55.63    |  3: 59.71    |  4: 34.23   
[Batch: 1004/3108] mIoU: 52.04  |  FB-IoU: 67.61 |  0: 48.46    |  1: 62.16    |  2: 55.63    |  3: 59.71    |  4: 34.23   
[Batch: 1005/3108] mIoU: 52.08  |  FB-IoU: 67.65 |  0: 48.46    |  1: 62.16    |  2: 55.63    |  3: 59.91    |  4: 34.23   
[Batch: 1006/3108] mIoU: 52.08  |  FB-IoU: 67.66 |  0: 48.45    |  1: 62.16    |  2: 55.63    |  3: 59.91    |  4: 34.23   
[Batch: 1007/3108] mIoU: 52.08  |  FB-IoU: 67.67 |  0: 48.48    |  1: 62.16    |  2: 55.63    |  3: 59.91    |  4: 34.23   
[Batch: 1008/3108] mIoU: 52.09  |  FB-IoU: 67.67 |  0: 48.50    |  1: 62.16    |  2: 55.63    |  3: 59.91    |  4: 34.23   
[Batch: 1009/3108] mIoU: 52.03  |  FB-IoU: 67.66 |  0: 48.50    |  1: 62.16    |  2: 55.34    |  3: 59.91    |  4: 34.23   
[Batch: 1010/3108] mIoU: 52.04  |  FB-IoU: 67.68 |  0: 48.55    |  1: 62.16    |  2: 55.34    |  3: 59.91    |  4: 34.23   
[Batch: 1011/3108] mIoU: 52.07  |  FB-IoU: 67.71 |  0: 48.55    |  1: 62.16    |  2: 55.34    |  3: 60.09    |  4: 34.23   
[Batch: 1012/3108] mIoU: 52.06  |  FB-IoU: 67.69 |  0: 48.50    |  1: 62.16    |  2: 55.34    |  3: 60.09    |  4: 34.23   
[Batch: 1013/3108] mIoU: 52.08  |  FB-IoU: 67.71 |  0: 48.50    |  1: 62.16    |  2: 55.34    |  3: 60.20    |  4: 34.23   
[Batch: 1014/3108] mIoU: 52.08  |  FB-IoU: 67.72 |  0: 48.50    |  1: 62.16    |  2: 55.34    |  3: 60.18    |  4: 34.23   
[Batch: 1015/3108] mIoU: 52.09  |  FB-IoU: 67.73 |  0: 48.52    |  1: 62.16    |  2: 55.34    |  3: 60.18    |  4: 34.23   
[Batch: 1016/3108] mIoU: 52.08  |  FB-IoU: 67.73 |  0: 48.52    |  1: 62.16    |  2: 55.34    |  3: 60.18    |  4: 34.23   
[Batch: 1017/3108] mIoU: 52.12  |  FB-IoU: 67.74 |  0: 48.52    |  1: 62.32    |  2: 55.34    |  3: 60.18    |  4: 34.23   
[Batch: 1018/3108] mIoU: 51.95  |  FB-IoU: 67.66 |  0: 48.52    |  1: 62.32    |  2: 55.34    |  3: 60.18    |  4: 33.39   
[Batch: 1019/3108] mIoU: 51.94  |  FB-IoU: 67.65 |  0: 48.49    |  1: 62.32    |  2: 55.34    |  3: 60.18    |  4: 33.39   
[Batch: 1020/3108] mIoU: 51.97  |  FB-IoU: 67.67 |  0: 48.49    |  1: 62.32    |  2: 55.34    |  3: 60.32    |  4: 33.39   
[Batch: 1021/3108] mIoU: 51.98  |  FB-IoU: 67.68 |  0: 48.52    |  1: 62.32    |  2: 55.34    |  3: 60.32    |  4: 33.39   
[Batch: 1022/3108] mIoU: 51.98  |  FB-IoU: 67.69 |  0: 48.54    |  1: 62.32    |  2: 55.34    |  3: 60.32    |  4: 33.39   
[Batch: 1023/3108] mIoU: 51.99  |  FB-IoU: 67.70 |  0: 48.58    |  1: 62.32    |  2: 55.34    |  3: 60.32    |  4: 33.39   
[Batch: 1024/3108] mIoU: 51.97  |  FB-IoU: 67.68 |  0: 48.50    |  1: 62.32    |  2: 55.34    |  3: 60.32    |  4: 33.39   
[Batch: 1025/3108] mIoU: 51.98  |  FB-IoU: 67.68 |  0: 48.53    |  1: 62.32    |  2: 55.34    |  3: 60.32    |  4: 33.39   
[Batch: 1026/3108] mIoU: 51.99  |  FB-IoU: 67.69 |  0: 48.57    |  1: 62.32    |  2: 55.34    |  3: 60.32    |  4: 33.39   
[Batch: 1027/3108] mIoU: 51.97  |  FB-IoU: 67.68 |  0: 48.57    |  1: 62.32    |  2: 55.34    |  3: 60.25    |  4: 33.39   
[Batch: 1028/3108] mIoU: 51.98  |  FB-IoU: 67.69 |  0: 48.57    |  1: 62.32    |  2: 55.34    |  3: 60.31    |  4: 33.39   
[Batch: 1029/3108] mIoU: 52.13  |  FB-IoU: 67.73 |  0: 48.57    |  1: 62.32    |  2: 56.04    |  3: 60.31    |  4: 33.39   
[Batch: 1030/3108] mIoU: 52.12  |  FB-IoU: 67.72 |  0: 48.53    |  1: 62.32    |  2: 56.04    |  3: 60.31    |  4: 33.39   
[Batch: 1031/3108] mIoU: 52.12  |  FB-IoU: 67.73 |  0: 48.53    |  1: 62.32    |  2: 56.04    |  3: 60.32    |  4: 33.39   
[Batch: 1032/3108] mIoU: 52.12  |  FB-IoU: 67.73 |  0: 48.53    |  1: 62.32    |  2: 56.04    |  3: 60.33    |  4: 33.39   
[Batch: 1033/3108] mIoU: 52.13  |  FB-IoU: 67.74 |  0: 48.54    |  1: 62.32    |  2: 56.04    |  3: 60.33    |  4: 33.39   
[Batch: 1034/3108] mIoU: 52.16  |  FB-IoU: 67.77 |  0: 48.54    |  1: 62.32    |  2: 56.04    |  3: 60.50    |  4: 33.39   
[Batch: 1035/3108] mIoU: 52.16  |  FB-IoU: 67.78 |  0: 48.53    |  1: 62.32    |  2: 56.04    |  3: 60.50    |  4: 33.39   
[Batch: 1036/3108] mIoU: 52.19  |  FB-IoU: 67.78 |  0: 48.53    |  1: 62.32    |  2: 56.04    |  3: 60.50    |  4: 33.55   
[Batch: 1037/3108] mIoU: 52.22  |  FB-IoU: 67.81 |  0: 48.53    |  1: 62.32    |  2: 56.04    |  3: 60.66    |  4: 33.55   
[Batch: 1038/3108] mIoU: 52.22  |  FB-IoU: 67.81 |  0: 48.53    |  1: 62.32    |  2: 56.04    |  3: 60.66    |  4: 33.55   
[Batch: 1039/3108] mIoU: 52.21  |  FB-IoU: 67.81 |  0: 48.53    |  1: 62.32    |  2: 56.04    |  3: 60.63    |  4: 33.55   
[Batch: 1040/3108] mIoU: 52.21  |  FB-IoU: 67.81 |  0: 48.49    |  1: 62.32    |  2: 56.04    |  3: 60.63    |  4: 33.55   
[Batch: 1041/3108] mIoU: 52.23  |  FB-IoU: 67.83 |  0: 48.58    |  1: 62.32    |  2: 56.04    |  3: 60.63    |  4: 33.55   
[Batch: 1042/3108] mIoU: 52.23  |  FB-IoU: 67.84 |  0: 48.61    |  1: 62.32    |  2: 56.04    |  3: 60.63    |  4: 33.55   
[Batch: 1043/3108] mIoU: 52.14  |  FB-IoU: 67.82 |  0: 48.61    |  1: 61.88    |  2: 56.04    |  3: 60.63    |  4: 33.55   
[Batch: 1044/3108] mIoU: 52.14  |  FB-IoU: 67.83 |  0: 48.61    |  1: 61.88    |  2: 56.04    |  3: 60.63    |  4: 33.55   
[Batch: 1045/3108] mIoU: 52.14  |  FB-IoU: 67.83 |  0: 48.58    |  1: 61.88    |  2: 56.04    |  3: 60.63    |  4: 33.55   
[Batch: 1046/3108] mIoU: 52.10  |  FB-IoU: 67.74 |  0: 48.39    |  1: 61.88    |  2: 56.04    |  3: 60.63    |  4: 33.55   
[Batch: 1047/3108] mIoU: 52.10  |  FB-IoU: 67.75 |  0: 48.40    |  1: 61.88    |  2: 56.04    |  3: 60.63    |  4: 33.55   
[Batch: 1048/3108] mIoU: 52.09  |  FB-IoU: 67.74 |  0: 48.36    |  1: 61.88    |  2: 56.04    |  3: 60.63    |  4: 33.55   
[Batch: 1049/3108] mIoU: 52.11  |  FB-IoU: 67.75 |  0: 48.36    |  1: 61.88    |  2: 56.12    |  3: 60.63    |  4: 33.55   
[Batch: 1050/3108] mIoU: 52.13  |  FB-IoU: 67.77 |  0: 48.36    |  1: 61.88    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1051/3108] mIoU: 52.12  |  FB-IoU: 67.76 |  0: 48.33    |  1: 61.88    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1052/3108] mIoU: 52.13  |  FB-IoU: 67.77 |  0: 48.38    |  1: 61.88    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1053/3108] mIoU: 52.17  |  FB-IoU: 67.79 |  0: 48.38    |  1: 62.08    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1054/3108] mIoU: 52.17  |  FB-IoU: 67.80 |  0: 48.39    |  1: 62.08    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1055/3108] mIoU: 52.18  |  FB-IoU: 67.80 |  0: 48.40    |  1: 62.08    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1056/3108] mIoU: 52.19  |  FB-IoU: 67.81 |  0: 48.46    |  1: 62.08    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1057/3108] mIoU: 52.17  |  FB-IoU: 67.77 |  0: 48.36    |  1: 62.08    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1058/3108] mIoU: 52.17  |  FB-IoU: 67.79 |  0: 48.38    |  1: 62.08    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1059/3108] mIoU: 52.17  |  FB-IoU: 67.78 |  0: 48.36    |  1: 62.08    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1060/3108] mIoU: 52.19  |  FB-IoU: 67.80 |  0: 48.36    |  1: 62.18    |  2: 56.12    |  3: 60.73    |  4: 33.55   
[Batch: 1061/3108] mIoU: 52.14  |  FB-IoU: 67.76 |  0: 48.36    |  1: 62.18    |  2: 56.12    |  3: 60.48    |  4: 33.55   
[Batch: 1062/3108] mIoU: 52.14  |  FB-IoU: 67.77 |  0: 48.37    |  1: 62.18    |  2: 56.12    |  3: 60.48    |  4: 33.55   
[Batch: 1063/3108] mIoU: 52.24  |  FB-IoU: 67.80 |  0: 48.37    |  1: 62.18    |  2: 56.60    |  3: 60.48    |  4: 33.55   
[Batch: 1064/3108] mIoU: 52.24  |  FB-IoU: 67.80 |  0: 48.37    |  1: 62.18    |  2: 56.60    |  3: 60.48    |  4: 33.55   
[Batch: 1065/3108] mIoU: 52.23  |  FB-IoU: 67.80 |  0: 48.34    |  1: 62.18    |  2: 56.60    |  3: 60.48    |  4: 33.55   
[Batch: 1066/3108] mIoU: 52.23  |  FB-IoU: 67.80 |  0: 48.34    |  1: 62.18    |  2: 56.60    |  3: 60.46    |  4: 33.55   
[Batch: 1067/3108] mIoU: 52.25  |  FB-IoU: 67.82 |  0: 48.34    |  1: 62.18    |  2: 56.60    |  3: 60.54    |  4: 33.55   
[Batch: 1068/3108] mIoU: 52.31  |  FB-IoU: 67.83 |  0: 48.34    |  1: 62.18    |  2: 56.60    |  3: 60.54    |  4: 33.90   
[Batch: 1069/3108] mIoU: 52.32  |  FB-IoU: 67.84 |  0: 48.36    |  1: 62.18    |  2: 56.60    |  3: 60.54    |  4: 33.90   
[Batch: 1070/3108] mIoU: 52.35  |  FB-IoU: 67.85 |  0: 48.36    |  1: 62.18    |  2: 56.74    |  3: 60.54    |  4: 33.90   
[Batch: 1071/3108] mIoU: 52.34  |  FB-IoU: 67.85 |  0: 48.35    |  1: 62.18    |  2: 56.74    |  3: 60.54    |  4: 33.90   
[Batch: 1072/3108] mIoU: 52.33  |  FB-IoU: 67.84 |  0: 48.31    |  1: 62.18    |  2: 56.74    |  3: 60.54    |  4: 33.90   
[Batch: 1073/3108] mIoU: 52.33  |  FB-IoU: 67.84 |  0: 48.31    |  1: 62.18    |  2: 56.74    |  3: 60.54    |  4: 33.90   
[Batch: 1074/3108] mIoU: 52.34  |  FB-IoU: 67.85 |  0: 48.34    |  1: 62.18    |  2: 56.74    |  3: 60.54    |  4: 33.90   
[Batch: 1075/3108] mIoU: 52.28  |  FB-IoU: 67.84 |  0: 48.34    |  1: 61.87    |  2: 56.74    |  3: 60.54    |  4: 33.90   
[Batch: 1076/3108] mIoU: 52.29  |  FB-IoU: 67.86 |  0: 48.40    |  1: 61.87    |  2: 56.74    |  3: 60.54    |  4: 33.90   
[Batch: 1077/3108] mIoU: 52.29  |  FB-IoU: 67.86 |  0: 48.40    |  1: 61.87    |  2: 56.74    |  3: 60.53    |  4: 33.90   
[Batch: 1078/3108] mIoU: 52.35  |  FB-IoU: 67.88 |  0: 48.40    |  1: 61.87    |  2: 57.02    |  3: 60.53    |  4: 33.90   
[Batch: 1079/3108] mIoU: 52.26  |  FB-IoU: 67.86 |  0: 48.40    |  1: 61.87    |  2: 56.61    |  3: 60.53    |  4: 33.90   
[Batch: 1080/3108] mIoU: 52.26  |  FB-IoU: 67.86 |  0: 48.40    |  1: 61.87    |  2: 56.61    |  3: 60.53    |  4: 33.90   
[Batch: 1081/3108] mIoU: 52.16  |  FB-IoU: 67.83 |  0: 48.40    |  1: 61.87    |  2: 56.08    |  3: 60.53    |  4: 33.90   
[Batch: 1082/3108] mIoU: 52.15  |  FB-IoU: 67.83 |  0: 48.40    |  1: 61.87    |  2: 56.08    |  3: 60.51    |  4: 33.90   
[Batch: 1083/3108] mIoU: 52.15  |  FB-IoU: 67.83 |  0: 48.40    |  1: 61.87    |  2: 56.08    |  3: 60.51    |  4: 33.90   
[Batch: 1084/3108] mIoU: 52.21  |  FB-IoU: 67.85 |  0: 48.40    |  1: 62.16    |  2: 56.08    |  3: 60.51    |  4: 33.90   
[Batch: 1085/3108] mIoU: 52.30  |  FB-IoU: 67.88 |  0: 48.40    |  1: 62.16    |  2: 56.52    |  3: 60.51    |  4: 33.90   
[Batch: 1086/3108] mIoU: 52.39  |  FB-IoU: 67.89 |  0: 48.40    |  1: 62.16    |  2: 56.52    |  3: 60.51    |  4: 34.35   
[Batch: 1087/3108] mIoU: 52.66  |  FB-IoU: 67.93 |  0: 48.40    |  1: 62.16    |  2: 56.52    |  3: 60.51    |  4: 35.72   
[Batch: 1088/3108] mIoU: 52.67  |  FB-IoU: 67.94 |  0: 48.42    |  1: 62.16    |  2: 56.52    |  3: 60.51    |  4: 35.72   
[Batch: 1089/3108] mIoU: 52.65  |  FB-IoU: 67.92 |  0: 48.42    |  1: 62.16    |  2: 56.52    |  3: 60.41    |  4: 35.72   
[Batch: 1090/3108] mIoU: 52.64  |  FB-IoU: 67.92 |  0: 48.41    |  1: 62.16    |  2: 56.52    |  3: 60.41    |  4: 35.72   
[Batch: 1091/3108] mIoU: 52.65  |  FB-IoU: 67.94 |  0: 48.45    |  1: 62.16    |  2: 56.52    |  3: 60.41    |  4: 35.72   
[Batch: 1092/3108] mIoU: 52.62  |  FB-IoU: 67.88 |  0: 48.31    |  1: 62.16    |  2: 56.52    |  3: 60.41    |  4: 35.72   
[Batch: 1093/3108] mIoU: 52.61  |  FB-IoU: 67.86 |  0: 48.22    |  1: 62.16    |  2: 56.52    |  3: 60.41    |  4: 35.72   
[Batch: 1094/3108] mIoU: 52.40  |  FB-IoU: 67.80 |  0: 48.22    |  1: 61.13    |  2: 56.52    |  3: 60.41    |  4: 35.72   
[Batch: 1095/3108] mIoU: 52.38  |  FB-IoU: 67.79 |  0: 48.22    |  1: 61.13    |  2: 56.52    |  3: 60.29    |  4: 35.72   
[Batch: 1096/3108] mIoU: 52.36  |  FB-IoU: 67.78 |  0: 48.22    |  1: 61.13    |  2: 56.52    |  3: 60.22    |  4: 35.72   
[Batch: 1097/3108] mIoU: 52.40  |  FB-IoU: 67.80 |  0: 48.22    |  1: 61.13    |  2: 56.69    |  3: 60.22    |  4: 35.72   
[Batch: 1098/3108] mIoU: 52.40  |  FB-IoU: 67.80 |  0: 48.23    |  1: 61.13    |  2: 56.69    |  3: 60.22    |  4: 35.72   
[Batch: 1099/3108] mIoU: 52.36  |  FB-IoU: 67.77 |  0: 48.23    |  1: 61.13    |  2: 56.69    |  3: 60.04    |  4: 35.72   
[Batch: 1100/3108] mIoU: 52.37  |  FB-IoU: 67.78 |  0: 48.26    |  1: 61.13    |  2: 56.69    |  3: 60.04    |  4: 35.72   
[Batch: 1101/3108] mIoU: 52.36  |  FB-IoU: 67.77 |  0: 48.21    |  1: 61.13    |  2: 56.69    |  3: 60.04    |  4: 35.72   
[Batch: 1102/3108] mIoU: 52.36  |  FB-IoU: 67.77 |  0: 48.22    |  1: 61.13    |  2: 56.69    |  3: 60.04    |  4: 35.72   
[Batch: 1103/3108] mIoU: 52.39  |  FB-IoU: 67.80 |  0: 48.22    |  1: 61.13    |  2: 56.69    |  3: 60.19    |  4: 35.72   
[Batch: 1104/3108] mIoU: 52.27  |  FB-IoU: 67.77 |  0: 48.22    |  1: 60.53    |  2: 56.69    |  3: 60.19    |  4: 35.72   
[Batch: 1105/3108] mIoU: 52.27  |  FB-IoU: 67.78 |  0: 48.23    |  1: 60.53    |  2: 56.69    |  3: 60.19    |  4: 35.72   
[Batch: 1106/3108] mIoU: 52.27  |  FB-IoU: 67.78 |  0: 48.24    |  1: 60.53    |  2: 56.69    |  3: 60.19    |  4: 35.72   
[Batch: 1107/3108] mIoU: 52.29  |  FB-IoU: 67.79 |  0: 48.33    |  1: 60.53    |  2: 56.69    |  3: 60.19    |  4: 35.72   
[Batch: 1108/3108] mIoU: 52.29  |  FB-IoU: 67.79 |  0: 48.32    |  1: 60.53    |  2: 56.69    |  3: 60.19    |  4: 35.72   
[Batch: 1109/3108] mIoU: 52.29  |  FB-IoU: 67.78 |  0: 48.31    |  1: 60.53    |  2: 56.69    |  3: 60.19    |  4: 35.72   
[Batch: 1110/3108] mIoU: 52.29  |  FB-IoU: 67.79 |  0: 48.33    |  1: 60.53    |  2: 56.69    |  3: 60.19    |  4: 35.72   
[Batch: 1111/3108] mIoU: 52.30  |  FB-IoU: 67.79 |  0: 48.36    |  1: 60.53    |  2: 56.69    |  3: 60.19    |  4: 35.72   
[Batch: 1112/3108] mIoU: 52.27  |  FB-IoU: 67.78 |  0: 48.36    |  1: 60.53    |  2: 56.69    |  3: 60.08    |  4: 35.72   
[Batch: 1113/3108] mIoU: 52.22  |  FB-IoU: 67.74 |  0: 48.36    |  1: 60.53    |  2: 56.69    |  3: 59.82    |  4: 35.72   
[Batch: 1114/3108] mIoU: 52.23  |  FB-IoU: 67.75 |  0: 48.39    |  1: 60.53    |  2: 56.69    |  3: 59.82    |  4: 35.72   
[Batch: 1115/3108] mIoU: 52.23  |  FB-IoU: 67.76 |  0: 48.40    |  1: 60.53    |  2: 56.69    |  3: 59.82    |  4: 35.72   
[Batch: 1116/3108] mIoU: 52.16  |  FB-IoU: 67.69 |  0: 48.40    |  1: 60.53    |  2: 56.69    |  3: 59.44    |  4: 35.72   
[Batch: 1117/3108] mIoU: 52.15  |  FB-IoU: 67.69 |  0: 48.40    |  1: 60.53    |  2: 56.69    |  3: 59.42    |  4: 35.72   
[Batch: 1118/3108] mIoU: 52.18  |  FB-IoU: 67.72 |  0: 48.40    |  1: 60.53    |  2: 56.69    |  3: 59.54    |  4: 35.72   
[Batch: 1119/3108] mIoU: 52.19  |  FB-IoU: 67.73 |  0: 48.45    |  1: 60.53    |  2: 56.69    |  3: 59.54    |  4: 35.72   
[Batch: 1120/3108] mIoU: 52.19  |  FB-IoU: 67.74 |  0: 48.47    |  1: 60.53    |  2: 56.69    |  3: 59.54    |  4: 35.72   
[Batch: 1121/3108] mIoU: 52.12  |  FB-IoU: 67.67 |  0: 48.47    |  1: 60.53    |  2: 56.69    |  3: 59.54    |  4: 35.37   
[Batch: 1122/3108] mIoU: 52.11  |  FB-IoU: 67.66 |  0: 48.43    |  1: 60.53    |  2: 56.69    |  3: 59.54    |  4: 35.37   
[Batch: 1123/3108] mIoU: 52.10  |  FB-IoU: 67.66 |  0: 48.43    |  1: 60.53    |  2: 56.62    |  3: 59.54    |  4: 35.37   
[Batch: 1124/3108] mIoU: 52.10  |  FB-IoU: 67.66 |  0: 48.43    |  1: 60.53    |  2: 56.62    |  3: 59.54    |  4: 35.37   
[Batch: 1125/3108] mIoU: 52.09  |  FB-IoU: 67.66 |  0: 48.43    |  1: 60.53    |  2: 56.62    |  3: 59.54    |  4: 35.32   
[Batch: 1126/3108] mIoU: 52.09  |  FB-IoU: 67.65 |  0: 48.43    |  1: 60.53    |  2: 56.62    |  3: 59.54    |  4: 35.32   
[Batch: 1127/3108] mIoU: 52.09  |  FB-IoU: 67.66 |  0: 48.44    |  1: 60.53    |  2: 56.62    |  3: 59.54    |  4: 35.32   
[Batch: 1128/3108] mIoU: 52.10  |  FB-IoU: 67.67 |  0: 48.49    |  1: 60.53    |  2: 56.62    |  3: 59.54    |  4: 35.32   
[Batch: 1129/3108] mIoU: 52.09  |  FB-IoU: 67.66 |  0: 48.49    |  1: 60.53    |  2: 56.62    |  3: 59.47    |  4: 35.32   
[Batch: 1130/3108] mIoU: 52.09  |  FB-IoU: 67.67 |  0: 48.50    |  1: 60.53    |  2: 56.62    |  3: 59.47    |  4: 35.32   
[Batch: 1131/3108] mIoU: 52.01  |  FB-IoU: 67.65 |  0: 48.50    |  1: 60.13    |  2: 56.62    |  3: 59.47    |  4: 35.32   
[Batch: 1132/3108] mIoU: 52.02  |  FB-IoU: 67.66 |  0: 48.56    |  1: 60.13    |  2: 56.62    |  3: 59.47    |  4: 35.32   
[Batch: 1133/3108] mIoU: 52.02  |  FB-IoU: 67.67 |  0: 48.58    |  1: 60.13    |  2: 56.62    |  3: 59.47    |  4: 35.32   
[Batch: 1134/3108] mIoU: 51.95  |  FB-IoU: 67.60 |  0: 48.58    |  1: 60.13    |  2: 56.62    |  3: 59.47    |  4: 34.93   
[Batch: 1135/3108] mIoU: 51.95  |  FB-IoU: 67.61 |  0: 48.60    |  1: 60.13    |  2: 56.62    |  3: 59.47    |  4: 34.93   
[Batch: 1136/3108] mIoU: 51.95  |  FB-IoU: 67.60 |  0: 48.57    |  1: 60.13    |  2: 56.62    |  3: 59.47    |  4: 34.93   
[Batch: 1137/3108] mIoU: 51.98  |  FB-IoU: 67.63 |  0: 48.57    |  1: 60.13    |  2: 56.62    |  3: 59.64    |  4: 34.93   
[Batch: 1138/3108] mIoU: 51.98  |  FB-IoU: 67.64 |  0: 48.57    |  1: 60.13    |  2: 56.62    |  3: 59.66    |  4: 34.93   
[Batch: 1139/3108] mIoU: 52.03  |  FB-IoU: 67.66 |  0: 48.57    |  1: 60.37    |  2: 56.62    |  3: 59.66    |  4: 34.93   
[Batch: 1140/3108] mIoU: 52.01  |  FB-IoU: 67.62 |  0: 48.48    |  1: 60.37    |  2: 56.62    |  3: 59.66    |  4: 34.93   
[Batch: 1141/3108] mIoU: 51.99  |  FB-IoU: 67.58 |  0: 48.38    |  1: 60.37    |  2: 56.62    |  3: 59.66    |  4: 34.93   
[Batch: 1142/3108] mIoU: 52.05  |  FB-IoU: 67.60 |  0: 48.38    |  1: 60.37    |  2: 56.93    |  3: 59.66    |  4: 34.93   
[Batch: 1143/3108] mIoU: 52.05  |  FB-IoU: 67.60 |  0: 48.38    |  1: 60.34    |  2: 56.93    |  3: 59.66    |  4: 34.93   
[Batch: 1144/3108] mIoU: 52.05  |  FB-IoU: 67.61 |  0: 48.41    |  1: 60.34    |  2: 56.93    |  3: 59.66    |  4: 34.93   
[Batch: 1145/3108] mIoU: 52.05  |  FB-IoU: 67.62 |  0: 48.41    |  1: 60.31    |  2: 56.93    |  3: 59.66    |  4: 34.93   
[Batch: 1146/3108] mIoU: 52.06  |  FB-IoU: 67.63 |  0: 48.41    |  1: 60.31    |  2: 56.93    |  3: 59.72    |  4: 34.93   
[Batch: 1147/3108] mIoU: 52.07  |  FB-IoU: 67.64 |  0: 48.41    |  1: 60.31    |  2: 56.93    |  3: 59.75    |  4: 34.93   
[Batch: 1148/3108] mIoU: 52.08  |  FB-IoU: 67.65 |  0: 48.45    |  1: 60.31    |  2: 56.93    |  3: 59.75    |  4: 34.93   
[Batch: 1149/3108] mIoU: 52.08  |  FB-IoU: 67.66 |  0: 48.45    |  1: 60.31    |  2: 56.93    |  3: 59.79    |  4: 34.93   
[Batch: 1150/3108] mIoU: 52.10  |  FB-IoU: 67.68 |  0: 48.45    |  1: 60.31    |  2: 56.93    |  3: 59.90    |  4: 34.93   
[Batch: 1151/3108] mIoU: 52.10  |  FB-IoU: 67.68 |  0: 48.45    |  1: 60.31    |  2: 56.93    |  3: 59.90    |  4: 34.93   
[Batch: 1152/3108] mIoU: 52.06  |  FB-IoU: 67.58 |  0: 48.22    |  1: 60.31    |  2: 56.93    |  3: 59.90    |  4: 34.93   
[Batch: 1153/3108] mIoU: 52.06  |  FB-IoU: 67.59 |  0: 48.24    |  1: 60.31    |  2: 56.93    |  3: 59.90    |  4: 34.93   
[Batch: 1154/3108] mIoU: 52.12  |  FB-IoU: 67.61 |  0: 48.24    |  1: 60.31    |  2: 57.23    |  3: 59.90    |  4: 34.93   
[Batch: 1155/3108] mIoU: 52.13  |  FB-IoU: 67.62 |  0: 48.26    |  1: 60.31    |  2: 57.23    |  3: 59.90    |  4: 34.93   
[Batch: 1156/3108] mIoU: 52.24  |  FB-IoU: 67.65 |  0: 48.26    |  1: 60.31    |  2: 57.79    |  3: 59.90    |  4: 34.93   
[Batch: 1157/3108] mIoU: 52.09  |  FB-IoU: 67.62 |  0: 48.26    |  1: 59.58    |  2: 57.79    |  3: 59.90    |  4: 34.93   
[Batch: 1158/3108] mIoU: 52.12  |  FB-IoU: 67.65 |  0: 48.38    |  1: 59.58    |  2: 57.79    |  3: 59.90    |  4: 34.93   
[Batch: 1159/3108] mIoU: 52.15  |  FB-IoU: 67.68 |  0: 48.38    |  1: 59.58    |  2: 57.79    |  3: 60.05    |  4: 34.93   
[Batch: 1160/3108] mIoU: 52.13  |  FB-IoU: 67.66 |  0: 48.38    |  1: 59.58    |  2: 57.79    |  3: 59.94    |  4: 34.93   
[Batch: 1161/3108] mIoU: 52.13  |  FB-IoU: 67.67 |  0: 48.42    |  1: 59.58    |  2: 57.79    |  3: 59.94    |  4: 34.93   
[Batch: 1162/3108] mIoU: 52.13  |  FB-IoU: 67.66 |  0: 48.42    |  1: 59.58    |  2: 57.79    |  3: 59.94    |  4: 34.93   
[Batch: 1163/3108] mIoU: 52.12  |  FB-IoU: 67.66 |  0: 48.42    |  1: 59.58    |  2: 57.71    |  3: 59.94    |  4: 34.93   
[Batch: 1164/3108] mIoU: 52.11  |  FB-IoU: 67.65 |  0: 48.40    |  1: 59.58    |  2: 57.71    |  3: 59.94    |  4: 34.93   
[Batch: 1165/3108] mIoU: 52.11  |  FB-IoU: 67.66 |  0: 48.39    |  1: 59.58    |  2: 57.71    |  3: 59.94    |  4: 34.93   
[Batch: 1166/3108] mIoU: 52.12  |  FB-IoU: 67.67 |  0: 48.41    |  1: 59.58    |  2: 57.71    |  3: 59.94    |  4: 34.93   
[Batch: 1167/3108] mIoU: 52.14  |  FB-IoU: 67.68 |  0: 48.41    |  1: 59.58    |  2: 57.71    |  3: 60.03    |  4: 34.93   
[Batch: 1168/3108] mIoU: 52.12  |  FB-IoU: 67.68 |  0: 48.41    |  1: 59.58    |  2: 57.71    |  3: 59.94    |  4: 34.93   
[Batch: 1169/3108] mIoU: 52.12  |  FB-IoU: 67.68 |  0: 48.41    |  1: 59.58    |  2: 57.71    |  3: 59.94    |  4: 34.96   
[Batch: 1170/3108] mIoU: 52.14  |  FB-IoU: 67.70 |  0: 48.41    |  1: 59.58    |  2: 57.71    |  3: 60.03    |  4: 34.96   
[Batch: 1171/3108] mIoU: 52.13  |  FB-IoU: 67.69 |  0: 48.41    |  1: 59.58    |  2: 57.71    |  3: 59.97    |  4: 34.96   
[Batch: 1172/3108] mIoU: 52.13  |  FB-IoU: 67.70 |  0: 48.42    |  1: 59.58    |  2: 57.71    |  3: 59.97    |  4: 34.96   
[Batch: 1173/3108] mIoU: 52.13  |  FB-IoU: 67.70 |  0: 48.43    |  1: 59.58    |  2: 57.71    |  3: 59.97    |  4: 34.96   
[Batch: 1174/3108] mIoU: 52.23  |  FB-IoU: 67.71 |  0: 48.43    |  1: 59.58    |  2: 57.71    |  3: 59.97    |  4: 35.46   
[Batch: 1175/3108] mIoU: 52.26  |  FB-IoU: 67.73 |  0: 48.43    |  1: 59.58    |  2: 57.87    |  3: 59.97    |  4: 35.46   
[Batch: 1176/3108] mIoU: 52.30  |  FB-IoU: 67.74 |  0: 48.43    |  1: 59.58    |  2: 58.08    |  3: 59.97    |  4: 35.46   
[Batch: 1177/3108] mIoU: 52.35  |  FB-IoU: 67.71 |  0: 48.43    |  1: 59.58    |  2: 58.08    |  3: 59.97    |  4: 35.67   
[Batch: 1178/3108] mIoU: 52.35  |  FB-IoU: 67.72 |  0: 48.43    |  1: 59.58    |  2: 58.08    |  3: 59.99    |  4: 35.67   
[Batch: 1179/3108] mIoU: 52.35  |  FB-IoU: 67.73 |  0: 48.43    |  1: 59.58    |  2: 58.08    |  3: 59.99    |  4: 35.67   
[Batch: 1180/3108] mIoU: 52.41  |  FB-IoU: 67.74 |  0: 48.43    |  1: 59.58    |  2: 58.08    |  3: 59.99    |  4: 35.99   
[Batch: 1181/3108] mIoU: 52.44  |  FB-IoU: 67.77 |  0: 48.57    |  1: 59.58    |  2: 58.08    |  3: 59.99    |  4: 35.99   
[Batch: 1182/3108] mIoU: 52.47  |  FB-IoU: 67.80 |  0: 48.57    |  1: 59.58    |  2: 58.08    |  3: 60.11    |  4: 35.99   
[Batch: 1183/3108] mIoU: 52.46  |  FB-IoU: 67.80 |  0: 48.57    |  1: 59.58    |  2: 58.08    |  3: 60.09    |  4: 35.99   
[Batch: 1184/3108] mIoU: 52.35  |  FB-IoU: 67.76 |  0: 48.57    |  1: 59.58    |  2: 57.50    |  3: 60.09    |  4: 35.99   
[Batch: 1185/3108] mIoU: 52.35  |  FB-IoU: 67.76 |  0: 48.57    |  1: 59.58    |  2: 57.50    |  3: 60.09    |  4: 35.99   
[Batch: 1186/3108] mIoU: 52.32  |  FB-IoU: 67.76 |  0: 48.57    |  1: 59.58    |  2: 57.50    |  3: 60.09    |  4: 35.84   
[Batch: 1187/3108] mIoU: 52.32  |  FB-IoU: 67.76 |  0: 48.60    |  1: 59.58    |  2: 57.50    |  3: 60.09    |  4: 35.84   
[Batch: 1188/3108] mIoU: 52.33  |  FB-IoU: 67.77 |  0: 48.64    |  1: 59.58    |  2: 57.50    |  3: 60.09    |  4: 35.84   
[Batch: 1189/3108] mIoU: 52.33  |  FB-IoU: 67.77 |  0: 48.64    |  1: 59.58    |  2: 57.50    |  3: 60.11    |  4: 35.84   
[Batch: 1190/3108] mIoU: 52.36  |  FB-IoU: 67.79 |  0: 48.64    |  1: 59.71    |  2: 57.50    |  3: 60.11    |  4: 35.84   
[Batch: 1191/3108] mIoU: 52.36  |  FB-IoU: 67.79 |  0: 48.65    |  1: 59.71    |  2: 57.50    |  3: 60.11    |  4: 35.84   
[Batch: 1192/3108] mIoU: 52.36  |  FB-IoU: 67.79 |  0: 48.65    |  1: 59.71    |  2: 57.50    |  3: 60.09    |  4: 35.84   
[Batch: 1193/3108] mIoU: 52.36  |  FB-IoU: 67.80 |  0: 48.65    |  1: 59.71    |  2: 57.50    |  3: 60.11    |  4: 35.84   
[Batch: 1194/3108] mIoU: 52.38  |  FB-IoU: 67.82 |  0: 48.75    |  1: 59.71    |  2: 57.50    |  3: 60.11    |  4: 35.84   
[Batch: 1195/3108] mIoU: 52.39  |  FB-IoU: 67.82 |  0: 48.77    |  1: 59.71    |  2: 57.50    |  3: 60.11    |  4: 35.84   
[Batch: 1196/3108] mIoU: 52.40  |  FB-IoU: 67.83 |  0: 48.77    |  1: 59.71    |  2: 57.59    |  3: 60.11    |  4: 35.84   
[Batch: 1197/3108] mIoU: 52.40  |  FB-IoU: 67.84 |  0: 48.77    |  1: 59.71    |  2: 57.59    |  3: 60.11    |  4: 35.84   
[Batch: 1198/3108] mIoU: 52.40  |  FB-IoU: 67.83 |  0: 48.74    |  1: 59.71    |  2: 57.59    |  3: 60.11    |  4: 35.84   
[Batch: 1199/3108] mIoU: 52.40  |  FB-IoU: 67.85 |  0: 48.77    |  1: 59.71    |  2: 57.59    |  3: 60.11    |  4: 35.84   
[Batch: 1200/3108] mIoU: 52.40  |  FB-IoU: 67.85 |  0: 48.78    |  1: 59.71    |  2: 57.59    |  3: 60.11    |  4: 35.84   
[Batch: 1201/3108] mIoU: 52.34  |  FB-IoU: 67.83 |  0: 48.78    |  1: 59.71    |  2: 57.27    |  3: 60.11    |  4: 35.84   
[Batch: 1202/3108] mIoU: 52.25  |  FB-IoU: 67.80 |  0: 48.78    |  1: 59.71    |  2: 56.82    |  3: 60.11    |  4: 35.84   
[Batch: 1203/3108] mIoU: 52.27  |  FB-IoU: 67.82 |  0: 48.78    |  1: 59.71    |  2: 56.82    |  3: 60.21    |  4: 35.84   
[Batch: 1204/3108] mIoU: 52.28  |  FB-IoU: 67.84 |  0: 48.81    |  1: 59.71    |  2: 56.82    |  3: 60.21    |  4: 35.84   
[Batch: 1205/3108] mIoU: 52.25  |  FB-IoU: 67.82 |  0: 48.81    |  1: 59.71    |  2: 56.82    |  3: 60.07    |  4: 35.84   
[Batch: 1206/3108] mIoU: 52.25  |  FB-IoU: 67.82 |  0: 48.81    |  1: 59.71    |  2: 56.82    |  3: 60.06    |  4: 35.84   
[Batch: 1207/3108] mIoU: 52.24  |  FB-IoU: 67.81 |  0: 48.80    |  1: 59.71    |  2: 56.82    |  3: 60.06    |  4: 35.84   
[Batch: 1208/3108] mIoU: 52.23  |  FB-IoU: 67.79 |  0: 48.71    |  1: 59.71    |  2: 56.82    |  3: 60.06    |  4: 35.84   
[Batch: 1209/3108] mIoU: 52.21  |  FB-IoU: 67.76 |  0: 48.64    |  1: 59.71    |  2: 56.82    |  3: 60.06    |  4: 35.84   
[Batch: 1210/3108] mIoU: 52.24  |  FB-IoU: 67.79 |  0: 48.64    |  1: 59.71    |  2: 56.82    |  3: 60.21    |  4: 35.84   
[Batch: 1211/3108] mIoU: 52.26  |  FB-IoU: 67.80 |  0: 48.64    |  1: 59.71    |  2: 56.90    |  3: 60.21    |  4: 35.84   
[Batch: 1212/3108] mIoU: 52.27  |  FB-IoU: 67.81 |  0: 48.67    |  1: 59.71    |  2: 56.90    |  3: 60.21    |  4: 35.84   
[Batch: 1213/3108] mIoU: 52.29  |  FB-IoU: 67.83 |  0: 48.67    |  1: 59.71    |  2: 56.90    |  3: 60.34    |  4: 35.84   
[Batch: 1214/3108] mIoU: 52.30  |  FB-IoU: 67.85 |  0: 48.67    |  1: 59.71    |  2: 56.90    |  3: 60.39    |  4: 35.84   
[Batch: 1215/3108] mIoU: 52.19  |  FB-IoU: 67.79 |  0: 48.67    |  1: 59.71    |  2: 56.90    |  3: 60.39    |  4: 35.30   
[Batch: 1216/3108] mIoU: 52.27  |  FB-IoU: 67.81 |  0: 48.67    |  1: 59.71    |  2: 57.27    |  3: 60.39    |  4: 35.30   
[Batch: 1217/3108] mIoU: 52.27  |  FB-IoU: 67.82 |  0: 48.67    |  1: 59.71    |  2: 57.27    |  3: 60.39    |  4: 35.30   
[Batch: 1218/3108] mIoU: 52.26  |  FB-IoU: 67.82 |  0: 48.65    |  1: 59.71    |  2: 57.27    |  3: 60.39    |  4: 35.30   
[Batch: 1219/3108] mIoU: 52.26  |  FB-IoU: 67.82 |  0: 48.64    |  1: 59.71    |  2: 57.27    |  3: 60.39    |  4: 35.30   
[Batch: 1220/3108] mIoU: 52.24  |  FB-IoU: 67.80 |  0: 48.64    |  1: 59.71    |  2: 57.27    |  3: 60.29    |  4: 35.30   
[Batch: 1221/3108] mIoU: 52.24  |  FB-IoU: 67.80 |  0: 48.64    |  1: 59.71    |  2: 57.27    |  3: 60.29    |  4: 35.30   
[Batch: 1222/3108] mIoU: 52.26  |  FB-IoU: 67.82 |  0: 48.64    |  1: 59.71    |  2: 57.27    |  3: 60.40    |  4: 35.30   
[Batch: 1223/3108] mIoU: 52.26  |  FB-IoU: 67.82 |  0: 48.64    |  1: 59.71    |  2: 57.27    |  3: 60.40    |  4: 35.30   
[Batch: 1224/3108] mIoU: 52.27  |  FB-IoU: 67.83 |  0: 48.68    |  1: 59.71    |  2: 57.27    |  3: 60.40    |  4: 35.30   
[Batch: 1225/3108] mIoU: 52.09  |  FB-IoU: 67.78 |  0: 48.68    |  1: 58.80    |  2: 57.27    |  3: 60.40    |  4: 35.30   
[Batch: 1226/3108] mIoU: 52.10  |  FB-IoU: 67.79 |  0: 48.68    |  1: 58.80    |  2: 57.27    |  3: 60.45    |  4: 35.30   
[Batch: 1227/3108] mIoU: 52.10  |  FB-IoU: 67.79 |  0: 48.68    |  1: 58.80    |  2: 57.27    |  3: 60.45    |  4: 35.30   
[Batch: 1228/3108] mIoU: 52.10  |  FB-IoU: 67.80 |  0: 48.68    |  1: 58.80    |  2: 57.27    |  3: 60.43    |  4: 35.30   
[Batch: 1229/3108] mIoU: 52.10  |  FB-IoU: 67.80 |  0: 48.71    |  1: 58.80    |  2: 57.27    |  3: 60.43    |  4: 35.30   
[Batch: 1230/3108] mIoU: 52.10  |  FB-IoU: 67.81 |  0: 48.72    |  1: 58.80    |  2: 57.27    |  3: 60.43    |  4: 35.30   
[Batch: 1231/3108] mIoU: 52.10  |  FB-IoU: 67.80 |  0: 48.70    |  1: 58.80    |  2: 57.27    |  3: 60.43    |  4: 35.30   
[Batch: 1232/3108] mIoU: 52.10  |  FB-IoU: 67.80 |  0: 48.70    |  1: 58.80    |  2: 57.27    |  3: 60.43    |  4: 35.30   
[Batch: 1233/3108] mIoU: 52.11  |  FB-IoU: 67.82 |  0: 48.75    |  1: 58.80    |  2: 57.27    |  3: 60.43    |  4: 35.30   
[Batch: 1234/3108] mIoU: 52.13  |  FB-IoU: 67.84 |  0: 48.75    |  1: 58.80    |  2: 57.27    |  3: 60.55    |  4: 35.30   
[Batch: 1235/3108] mIoU: 52.13  |  FB-IoU: 67.84 |  0: 48.75    |  1: 58.80    |  2: 57.27    |  3: 60.55    |  4: 35.30   
[Batch: 1236/3108] mIoU: 52.04  |  FB-IoU: 67.82 |  0: 48.75    |  1: 58.33    |  2: 57.27    |  3: 60.55    |  4: 35.30   
[Batch: 1237/3108] mIoU: 52.05  |  FB-IoU: 67.83 |  0: 48.78    |  1: 58.33    |  2: 57.27    |  3: 60.55    |  4: 35.30   
[Batch: 1238/3108] mIoU: 52.06  |  FB-IoU: 67.84 |  0: 48.84    |  1: 58.33    |  2: 57.27    |  3: 60.55    |  4: 35.30   
[Batch: 1239/3108] mIoU: 52.05  |  FB-IoU: 67.84 |  0: 48.84    |  1: 58.33    |  2: 57.27    |  3: 60.51    |  4: 35.30   
[Batch: 1240/3108] mIoU: 52.05  |  FB-IoU: 67.83 |  0: 48.82    |  1: 58.33    |  2: 57.27    |  3: 60.51    |  4: 35.30   
[Batch: 1241/3108] mIoU: 52.02  |  FB-IoU: 67.79 |  0: 48.82    |  1: 58.33    |  2: 57.27    |  3: 60.51    |  4: 35.18   
[Batch: 1242/3108] mIoU: 52.01  |  FB-IoU: 67.78 |  0: 48.78    |  1: 58.33    |  2: 57.27    |  3: 60.51    |  4: 35.18   
[Batch: 1243/3108] mIoU: 52.01  |  FB-IoU: 67.78 |  0: 48.78    |  1: 58.33    |  2: 57.27    |  3: 60.51    |  4: 35.18   
[Batch: 1244/3108] mIoU: 51.98  |  FB-IoU: 67.72 |  0: 48.63    |  1: 58.33    |  2: 57.27    |  3: 60.51    |  4: 35.18   
[Batch: 1245/3108] mIoU: 51.99  |  FB-IoU: 67.73 |  0: 48.66    |  1: 58.33    |  2: 57.27    |  3: 60.51    |  4: 35.18   
[Batch: 1246/3108] mIoU: 52.00  |  FB-IoU: 67.74 |  0: 48.66    |  1: 58.33    |  2: 57.27    |  3: 60.56    |  4: 35.18   
[Batch: 1247/3108] mIoU: 51.99  |  FB-IoU: 67.74 |  0: 48.66    |  1: 58.33    |  2: 57.27    |  3: 60.53    |  4: 35.18   
[Batch: 1248/3108] mIoU: 51.99  |  FB-IoU: 67.74 |  0: 48.64    |  1: 58.33    |  2: 57.27    |  3: 60.53    |  4: 35.18   
[Batch: 1249/3108] mIoU: 51.97  |  FB-IoU: 67.70 |  0: 48.55    |  1: 58.33    |  2: 57.27    |  3: 60.53    |  4: 35.18   
[Batch: 1250/3108] mIoU: 51.97  |  FB-IoU: 67.70 |  0: 48.55    |  1: 58.33    |  2: 57.27    |  3: 60.53    |  4: 35.18   
[Batch: 1251/3108] mIoU: 51.98  |  FB-IoU: 67.70 |  0: 48.59    |  1: 58.33    |  2: 57.27    |  3: 60.53    |  4: 35.18   
[Batch: 1252/3108] mIoU: 51.98  |  FB-IoU: 67.71 |  0: 48.58    |  1: 58.33    |  2: 57.27    |  3: 60.53    |  4: 35.18   
[Batch: 1253/3108] mIoU: 51.98  |  FB-IoU: 67.72 |  0: 48.58    |  1: 58.33    |  2: 57.27    |  3: 60.55    |  4: 35.18   
[Batch: 1254/3108] mIoU: 51.99  |  FB-IoU: 67.73 |  0: 48.58    |  1: 58.33    |  2: 57.30    |  3: 60.55    |  4: 35.18   
[Batch: 1255/3108] mIoU: 51.95  |  FB-IoU: 67.69 |  0: 48.58    |  1: 58.33    |  2: 57.30    |  3: 60.34    |  4: 35.18   
[Batch: 1256/3108] mIoU: 51.70  |  FB-IoU: 67.61 |  0: 48.58    |  1: 58.33    |  2: 56.10    |  3: 60.34    |  4: 35.18   
[Batch: 1257/3108] mIoU: 51.70  |  FB-IoU: 67.61 |  0: 48.57    |  1: 58.33    |  2: 56.10    |  3: 60.34    |  4: 35.18   
[Batch: 1258/3108] mIoU: 51.77  |  FB-IoU: 67.62 |  0: 48.57    |  1: 58.33    |  2: 56.10    |  3: 60.34    |  4: 35.49   
[Batch: 1259/3108] mIoU: 51.75  |  FB-IoU: 67.61 |  0: 48.57    |  1: 58.33    |  2: 56.10    |  3: 60.24    |  4: 35.49   
[Batch: 1260/3108] mIoU: 51.76  |  FB-IoU: 67.62 |  0: 48.62    |  1: 58.33    |  2: 56.10    |  3: 60.24    |  4: 35.49   
[Batch: 1261/3108] mIoU: 51.76  |  FB-IoU: 67.62 |  0: 48.63    |  1: 58.33    |  2: 56.10    |  3: 60.24    |  4: 35.49   
[Batch: 1262/3108] mIoU: 51.76  |  FB-IoU: 67.63 |  0: 48.63    |  1: 58.33    |  2: 56.10    |  3: 60.27    |  4: 35.49   
[Batch: 1263/3108] mIoU: 51.76  |  FB-IoU: 67.63 |  0: 48.64    |  1: 58.33    |  2: 56.10    |  3: 60.27    |  4: 35.49   
[Batch: 1264/3108] mIoU: 51.77  |  FB-IoU: 67.64 |  0: 48.65    |  1: 58.33    |  2: 56.10    |  3: 60.27    |  4: 35.49   
[Batch: 1265/3108] mIoU: 51.76  |  FB-IoU: 67.64 |  0: 48.64    |  1: 58.33    |  2: 56.10    |  3: 60.27    |  4: 35.49   
[Batch: 1266/3108] mIoU: 51.75  |  FB-IoU: 67.64 |  0: 48.64    |  1: 58.24    |  2: 56.10    |  3: 60.27    |  4: 35.49   
[Batch: 1267/3108] mIoU: 51.75  |  FB-IoU: 67.64 |  0: 48.65    |  1: 58.24    |  2: 56.10    |  3: 60.27    |  4: 35.49   
[Batch: 1268/3108] mIoU: 51.74  |  FB-IoU: 67.64 |  0: 48.65    |  1: 58.24    |  2: 56.10    |  3: 60.23    |  4: 35.49   
[Batch: 1269/3108] mIoU: 51.74  |  FB-IoU: 67.64 |  0: 48.64    |  1: 58.24    |  2: 56.10    |  3: 60.23    |  4: 35.49   
[Batch: 1270/3108] mIoU: 51.70  |  FB-IoU: 67.57 |  0: 48.47    |  1: 58.24    |  2: 56.10    |  3: 60.23    |  4: 35.49   
[Batch: 1271/3108] mIoU: 51.71  |  FB-IoU: 67.58 |  0: 48.47    |  1: 58.24    |  2: 56.10    |  3: 60.23    |  4: 35.54   
[Batch: 1272/3108] mIoU: 51.71  |  FB-IoU: 67.58 |  0: 48.47    |  1: 58.24    |  2: 56.10    |  3: 60.21    |  4: 35.54   
[Batch: 1273/3108] mIoU: 51.71  |  FB-IoU: 67.58 |  0: 48.46    |  1: 58.24    |  2: 56.10    |  3: 60.21    |  4: 35.54   
[Batch: 1274/3108] mIoU: 51.67  |  FB-IoU: 67.57 |  0: 48.46    |  1: 58.24    |  2: 55.92    |  3: 60.21    |  4: 35.54   
[Batch: 1275/3108] mIoU: 51.68  |  FB-IoU: 67.58 |  0: 48.47    |  1: 58.24    |  2: 55.92    |  3: 60.21    |  4: 35.54   
[Batch: 1276/3108] mIoU: 51.68  |  FB-IoU: 67.58 |  0: 48.47    |  1: 58.24    |  2: 55.92    |  3: 60.22    |  4: 35.54   
[Batch: 1277/3108] mIoU: 51.71  |  FB-IoU: 67.59 |  0: 48.47    |  1: 58.24    |  2: 56.07    |  3: 60.22    |  4: 35.54   
[Batch: 1278/3108] mIoU: 51.72  |  FB-IoU: 67.61 |  0: 48.47    |  1: 58.24    |  2: 56.07    |  3: 60.28    |  4: 35.54   
[Batch: 1279/3108] mIoU: 51.72  |  FB-IoU: 67.60 |  0: 48.45    |  1: 58.24    |  2: 56.07    |  3: 60.28    |  4: 35.54   
[Batch: 1280/3108] mIoU: 51.72  |  FB-IoU: 67.61 |  0: 48.45    |  1: 58.24    |  2: 56.07    |  3: 60.30    |  4: 35.54   
[Batch: 1281/3108] mIoU: 51.73  |  FB-IoU: 67.63 |  0: 48.52    |  1: 58.24    |  2: 56.07    |  3: 60.30    |  4: 35.54   
[Batch: 1282/3108] mIoU: 51.73  |  FB-IoU: 67.63 |  0: 48.52    |  1: 58.24    |  2: 56.07    |  3: 60.28    |  4: 35.54   
[Batch: 1283/3108] mIoU: 51.75  |  FB-IoU: 67.65 |  0: 48.52    |  1: 58.24    |  2: 56.07    |  3: 60.39    |  4: 35.54   
[Batch: 1284/3108] mIoU: 51.76  |  FB-IoU: 67.66 |  0: 48.54    |  1: 58.24    |  2: 56.07    |  3: 60.39    |  4: 35.54   
[Batch: 1285/3108] mIoU: 51.76  |  FB-IoU: 67.66 |  0: 48.55    |  1: 58.24    |  2: 56.07    |  3: 60.39    |  4: 35.54   
[Batch: 1286/3108] mIoU: 51.76  |  FB-IoU: 67.67 |  0: 48.56    |  1: 58.24    |  2: 56.07    |  3: 60.39    |  4: 35.54   
[Batch: 1287/3108] mIoU: 51.76  |  FB-IoU: 67.67 |  0: 48.55    |  1: 58.24    |  2: 56.07    |  3: 60.39    |  4: 35.54   
[Batch: 1288/3108] mIoU: 51.77  |  FB-IoU: 67.68 |  0: 48.55    |  1: 58.24    |  2: 56.07    |  3: 60.48    |  4: 35.54   
[Batch: 1289/3108] mIoU: 51.77  |  FB-IoU: 67.69 |  0: 48.54    |  1: 58.24    |  2: 56.07    |  3: 60.48    |  4: 35.54   
[Batch: 1290/3108] mIoU: 51.77  |  FB-IoU: 67.68 |  0: 48.54    |  1: 58.24    |  2: 56.07    |  3: 60.48    |  4: 35.54   
[Batch: 1291/3108] mIoU: 51.76  |  FB-IoU: 67.67 |  0: 48.50    |  1: 58.24    |  2: 56.07    |  3: 60.48    |  4: 35.54   
[Batch: 1292/3108] mIoU: 51.77  |  FB-IoU: 67.68 |  0: 48.53    |  1: 58.24    |  2: 56.07    |  3: 60.48    |  4: 35.54   
[Batch: 1293/3108] mIoU: 51.77  |  FB-IoU: 67.68 |  0: 48.52    |  1: 58.24    |  2: 56.07    |  3: 60.48    |  4: 35.54   
[Batch: 1294/3108] mIoU: 51.75  |  FB-IoU: 67.65 |  0: 48.43    |  1: 58.24    |  2: 56.07    |  3: 60.48    |  4: 35.54   
[Batch: 1295/3108] mIoU: 51.76  |  FB-IoU: 67.64 |  0: 48.43    |  1: 58.24    |  2: 56.07    |  3: 60.48    |  4: 35.60   
[Batch: 1296/3108] mIoU: 51.79  |  FB-IoU: 67.65 |  0: 48.43    |  1: 58.37    |  2: 56.07    |  3: 60.48    |  4: 35.60   
[Batch: 1297/3108] mIoU: 51.79  |  FB-IoU: 67.66 |  0: 48.45    |  1: 58.37    |  2: 56.07    |  3: 60.48    |  4: 35.60   
[Batch: 1298/3108] mIoU: 51.79  |  FB-IoU: 67.66 |  0: 48.45    |  1: 58.37    |  2: 56.07    |  3: 60.48    |  4: 35.60   
[Batch: 1299/3108] mIoU: 51.80  |  FB-IoU: 67.67 |  0: 48.46    |  1: 58.37    |  2: 56.07    |  3: 60.48    |  4: 35.60   
[Batch: 1300/3108] mIoU: 51.80  |  FB-IoU: 67.68 |  0: 48.49    |  1: 58.37    |  2: 56.07    |  3: 60.48    |  4: 35.60   
[Batch: 1301/3108] mIoU: 51.82  |  FB-IoU: 67.69 |  0: 48.49    |  1: 58.37    |  2: 56.07    |  3: 60.54    |  4: 35.60   
[Batch: 1302/3108] mIoU: 51.81  |  FB-IoU: 67.69 |  0: 48.47    |  1: 58.37    |  2: 56.07    |  3: 60.54    |  4: 35.60   
[Batch: 1303/3108] mIoU: 51.84  |  FB-IoU: 67.70 |  0: 48.47    |  1: 58.51    |  2: 56.07    |  3: 60.54    |  4: 35.60   
[Batch: 1304/3108] mIoU: 51.83  |  FB-IoU: 67.69 |  0: 48.44    |  1: 58.51    |  2: 56.07    |  3: 60.54    |  4: 35.60   
[Batch: 1305/3108] mIoU: 51.84  |  FB-IoU: 67.71 |  0: 48.44    |  1: 58.51    |  2: 56.07    |  3: 60.57    |  4: 35.60   
[Batch: 1306/3108] mIoU: 51.85  |  FB-IoU: 67.72 |  0: 48.44    |  1: 58.51    |  2: 56.07    |  3: 60.61    |  4: 35.60   
[Batch: 1307/3108] mIoU: 51.83  |  FB-IoU: 67.71 |  0: 48.44    |  1: 58.51    |  2: 56.07    |  3: 60.55    |  4: 35.60   
[Batch: 1308/3108] mIoU: 51.79  |  FB-IoU: 67.70 |  0: 48.44    |  1: 58.51    |  2: 55.85    |  3: 60.55    |  4: 35.60   
[Batch: 1309/3108] mIoU: 51.82  |  FB-IoU: 67.73 |  0: 48.44    |  1: 58.51    |  2: 55.85    |  3: 60.73    |  4: 35.60   
[Batch: 1310/3108] mIoU: 51.76  |  FB-IoU: 67.71 |  0: 48.44    |  1: 58.51    |  2: 55.51    |  3: 60.73    |  4: 35.60   
[Batch: 1311/3108] mIoU: 51.78  |  FB-IoU: 67.73 |  0: 48.44    |  1: 58.51    |  2: 55.51    |  3: 60.83    |  4: 35.60   
[Batch: 1312/3108] mIoU: 51.77  |  FB-IoU: 67.73 |  0: 48.44    |  1: 58.51    |  2: 55.51    |  3: 60.80    |  4: 35.60   
[Batch: 1313/3108] mIoU: 51.77  |  FB-IoU: 67.72 |  0: 48.42    |  1: 58.51    |  2: 55.51    |  3: 60.80    |  4: 35.60   
[Batch: 1314/3108] mIoU: 51.78  |  FB-IoU: 67.72 |  0: 48.42    |  1: 58.56    |  2: 55.51    |  3: 60.80    |  4: 35.60   
[Batch: 1315/3108] mIoU: 51.76  |  FB-IoU: 67.72 |  0: 48.42    |  1: 58.49    |  2: 55.51    |  3: 60.80    |  4: 35.60   
[Batch: 1316/3108] mIoU: 51.78  |  FB-IoU: 67.74 |  0: 48.51    |  1: 58.49    |  2: 55.51    |  3: 60.80    |  4: 35.60   
[Batch: 1317/3108] mIoU: 51.77  |  FB-IoU: 67.72 |  0: 48.45    |  1: 58.49    |  2: 55.51    |  3: 60.80    |  4: 35.60   
[Batch: 1318/3108] mIoU: 51.78  |  FB-IoU: 67.74 |  0: 48.45    |  1: 58.49    |  2: 55.51    |  3: 60.86    |  4: 35.60   
[Batch: 1319/3108] mIoU: 51.80  |  FB-IoU: 67.76 |  0: 48.45    |  1: 58.49    |  2: 55.51    |  3: 60.98    |  4: 35.60   
[Batch: 1320/3108] mIoU: 51.81  |  FB-IoU: 67.76 |  0: 48.45    |  1: 58.49    |  2: 55.51    |  3: 60.98    |  4: 35.60   
[Batch: 1321/3108] mIoU: 51.81  |  FB-IoU: 67.77 |  0: 48.46    |  1: 58.49    |  2: 55.51    |  3: 60.98    |  4: 35.60   
[Batch: 1322/3108] mIoU: 51.81  |  FB-IoU: 67.77 |  0: 48.47    |  1: 58.49    |  2: 55.51    |  3: 60.98    |  4: 35.60   
[Batch: 1323/3108] mIoU: 51.90  |  FB-IoU: 67.80 |  0: 48.47    |  1: 58.49    |  2: 55.96    |  3: 60.98    |  4: 35.60   
[Batch: 1324/3108] mIoU: 51.87  |  FB-IoU: 67.77 |  0: 48.47    |  1: 58.49    |  2: 55.96    |  3: 60.81    |  4: 35.60   
[Batch: 1325/3108] mIoU: 51.87  |  FB-IoU: 67.77 |  0: 48.49    |  1: 58.49    |  2: 55.96    |  3: 60.81    |  4: 35.60   
[Batch: 1326/3108] mIoU: 51.87  |  FB-IoU: 67.77 |  0: 48.49    |  1: 58.49    |  2: 55.96    |  3: 60.81    |  4: 35.60   
[Batch: 1327/3108] mIoU: 51.87  |  FB-IoU: 67.77 |  0: 48.50    |  1: 58.49    |  2: 55.96    |  3: 60.81    |  4: 35.60   
[Batch: 1328/3108] mIoU: 51.87  |  FB-IoU: 67.77 |  0: 48.50    |  1: 58.49    |  2: 55.96    |  3: 60.81    |  4: 35.60   
[Batch: 1329/3108] mIoU: 51.88  |  FB-IoU: 67.79 |  0: 48.50    |  1: 58.49    |  2: 55.96    |  3: 60.87    |  4: 35.60   
[Batch: 1330/3108] mIoU: 51.91  |  FB-IoU: 67.80 |  0: 48.50    |  1: 58.60    |  2: 55.96    |  3: 60.87    |  4: 35.60   
[Batch: 1331/3108] mIoU: 51.90  |  FB-IoU: 67.80 |  0: 48.50    |  1: 58.60    |  2: 55.96    |  3: 60.83    |  4: 35.60   
[Batch: 1332/3108] mIoU: 51.90  |  FB-IoU: 67.81 |  0: 48.50    |  1: 58.60    |  2: 55.96    |  3: 60.85    |  4: 35.60   
[Batch: 1333/3108] mIoU: 51.86  |  FB-IoU: 67.80 |  0: 48.50    |  1: 58.60    |  2: 55.76    |  3: 60.85    |  4: 35.60   
[Batch: 1334/3108] mIoU: 51.86  |  FB-IoU: 67.80 |  0: 48.50    |  1: 58.60    |  2: 55.76    |  3: 60.82    |  4: 35.60   
[Batch: 1335/3108] mIoU: 51.86  |  FB-IoU: 67.81 |  0: 48.50    |  1: 58.64    |  2: 55.76    |  3: 60.82    |  4: 35.60   
[Batch: 1336/3108] mIoU: 51.85  |  FB-IoU: 67.78 |  0: 48.44    |  1: 58.64    |  2: 55.76    |  3: 60.82    |  4: 35.60   
[Batch: 1337/3108] mIoU: 51.85  |  FB-IoU: 67.77 |  0: 48.44    |  1: 58.64    |  2: 55.76    |  3: 60.82    |  4: 35.60   
[Batch: 1338/3108] mIoU: 51.91  |  FB-IoU: 67.79 |  0: 48.44    |  1: 58.94    |  2: 55.76    |  3: 60.82    |  4: 35.60   
[Batch: 1339/3108] mIoU: 51.94  |  FB-IoU: 67.80 |  0: 48.44    |  1: 58.94    |  2: 55.90    |  3: 60.82    |  4: 35.60   
[Batch: 1340/3108] mIoU: 51.92  |  FB-IoU: 67.76 |  0: 48.35    |  1: 58.94    |  2: 55.90    |  3: 60.82    |  4: 35.60   
[Batch: 1341/3108] mIoU: 51.94  |  FB-IoU: 67.77 |  0: 48.35    |  1: 59.05    |  2: 55.90    |  3: 60.82    |  4: 35.60   
[Batch: 1342/3108] mIoU: 51.94  |  FB-IoU: 67.77 |  0: 48.35    |  1: 59.05    |  2: 55.90    |  3: 60.78    |  4: 35.60   
[Batch: 1343/3108] mIoU: 51.94  |  FB-IoU: 67.78 |  0: 48.37    |  1: 59.05    |  2: 55.90    |  3: 60.78    |  4: 35.60   
[Batch: 1344/3108] mIoU: 51.94  |  FB-IoU: 67.76 |  0: 48.37    |  1: 59.05    |  2: 55.90    |  3: 60.78    |  4: 35.60   
[Batch: 1345/3108] mIoU: 51.97  |  FB-IoU: 67.78 |  0: 48.37    |  1: 59.05    |  2: 56.04    |  3: 60.78    |  4: 35.60   
[Batch: 1346/3108] mIoU: 51.97  |  FB-IoU: 67.78 |  0: 48.39    |  1: 59.05    |  2: 56.04    |  3: 60.78    |  4: 35.60   
[Batch: 1347/3108] mIoU: 51.98  |  FB-IoU: 67.80 |  0: 48.39    |  1: 59.05    |  2: 56.04    |  3: 60.82    |  4: 35.60   
[Batch: 1348/3108] mIoU: 51.97  |  FB-IoU: 67.79 |  0: 48.37    |  1: 59.05    |  2: 56.04    |  3: 60.82    |  4: 35.60   
[Batch: 1349/3108] mIoU: 51.97  |  FB-IoU: 67.80 |  0: 48.37    |  1: 59.05    |  2: 56.04    |  3: 60.82    |  4: 35.60   
[Batch: 1350/3108] mIoU: 51.98  |  FB-IoU: 67.81 |  0: 48.40    |  1: 59.05    |  2: 56.04    |  3: 60.82    |  4: 35.60   
[Batch: 1351/3108] mIoU: 51.96  |  FB-IoU: 67.79 |  0: 48.40    |  1: 59.05    |  2: 56.04    |  3: 60.71    |  4: 35.60   
[Batch: 1352/3108] mIoU: 51.93  |  FB-IoU: 67.75 |  0: 48.27    |  1: 59.05    |  2: 56.04    |  3: 60.71    |  4: 35.60   
[Batch: 1353/3108] mIoU: 51.82  |  FB-IoU: 67.71 |  0: 48.27    |  1: 59.05    |  2: 55.46    |  3: 60.71    |  4: 35.60   
[Batch: 1354/3108] mIoU: 51.83  |  FB-IoU: 67.72 |  0: 48.31    |  1: 59.05    |  2: 55.46    |  3: 60.71    |  4: 35.60   
[Batch: 1355/3108] mIoU: 51.82  |  FB-IoU: 67.73 |  0: 48.31    |  1: 59.04    |  2: 55.46    |  3: 60.71    |  4: 35.60   
[Batch: 1356/3108] mIoU: 51.68  |  FB-IoU: 67.68 |  0: 48.31    |  1: 59.04    |  2: 54.74    |  3: 60.71    |  4: 35.60   
[Batch: 1357/3108] mIoU: 51.65  |  FB-IoU: 67.66 |  0: 48.31    |  1: 59.04    |  2: 54.74    |  3: 60.56    |  4: 35.60   
[Batch: 1358/3108] mIoU: 51.62  |  FB-IoU: 67.63 |  0: 48.31    |  1: 59.04    |  2: 54.74    |  3: 60.56    |  4: 35.46   
[Batch: 1359/3108] mIoU: 51.61  |  FB-IoU: 67.60 |  0: 48.25    |  1: 59.04    |  2: 54.74    |  3: 60.56    |  4: 35.46   
[Batch: 1360/3108] mIoU: 51.60  |  FB-IoU: 67.59 |  0: 48.22    |  1: 59.04    |  2: 54.74    |  3: 60.56    |  4: 35.46   
[Batch: 1361/3108] mIoU: 51.59  |  FB-IoU: 67.57 |  0: 48.16    |  1: 59.04    |  2: 54.74    |  3: 60.56    |  4: 35.46   
[Batch: 1362/3108] mIoU: 51.59  |  FB-IoU: 67.58 |  0: 48.16    |  1: 59.04    |  2: 54.74    |  3: 60.56    |  4: 35.46   
[Batch: 1363/3108] mIoU: 51.60  |  FB-IoU: 67.59 |  0: 48.16    |  1: 59.04    |  2: 54.74    |  3: 60.62    |  4: 35.46   
[Batch: 1364/3108] mIoU: 51.61  |  FB-IoU: 67.59 |  0: 48.18    |  1: 59.04    |  2: 54.74    |  3: 60.62    |  4: 35.46   
[Batch: 1365/3108] mIoU: 51.63  |  FB-IoU: 67.60 |  0: 48.18    |  1: 59.14    |  2: 54.74    |  3: 60.62    |  4: 35.46   
[Batch: 1366/3108] mIoU: 51.61  |  FB-IoU: 67.59 |  0: 48.18    |  1: 59.14    |  2: 54.74    |  3: 60.53    |  4: 35.46   
[Batch: 1367/3108] mIoU: 51.61  |  FB-IoU: 67.59 |  0: 48.19    |  1: 59.14    |  2: 54.74    |  3: 60.53    |  4: 35.46   
[Batch: 1368/3108] mIoU: 51.63  |  FB-IoU: 67.60 |  0: 48.19    |  1: 59.14    |  2: 54.83    |  3: 60.53    |  4: 35.46   
[Batch: 1369/3108] mIoU: 51.63  |  FB-IoU: 67.60 |  0: 48.17    |  1: 59.14    |  2: 54.83    |  3: 60.53    |  4: 35.46   
[Batch: 1370/3108] mIoU: 51.63  |  FB-IoU: 67.61 |  0: 48.18    |  1: 59.14    |  2: 54.83    |  3: 60.53    |  4: 35.46   
[Batch: 1371/3108] mIoU: 51.65  |  FB-IoU: 67.61 |  0: 48.18    |  1: 59.23    |  2: 54.83    |  3: 60.53    |  4: 35.46   
[Batch: 1372/3108] mIoU: 51.66  |  FB-IoU: 67.63 |  0: 48.18    |  1: 59.23    |  2: 54.83    |  3: 60.61    |  4: 35.46   
[Batch: 1373/3108] mIoU: 51.66  |  FB-IoU: 67.64 |  0: 48.19    |  1: 59.23    |  2: 54.83    |  3: 60.61    |  4: 35.46   
[Batch: 1374/3108] mIoU: 51.64  |  FB-IoU: 67.58 |  0: 48.05    |  1: 59.23    |  2: 54.83    |  3: 60.61    |  4: 35.46   
[Batch: 1375/3108] mIoU: 51.64  |  FB-IoU: 67.58 |  0: 48.06    |  1: 59.23    |  2: 54.83    |  3: 60.61    |  4: 35.46   
[Batch: 1376/3108] mIoU: 51.64  |  FB-IoU: 67.59 |  0: 48.06    |  1: 59.23    |  2: 54.82    |  3: 60.61    |  4: 35.46   
[Batch: 1377/3108] mIoU: 51.63  |  FB-IoU: 67.59 |  0: 48.06    |  1: 59.23    |  2: 54.82    |  3: 60.60    |  4: 35.46   
[Batch: 1378/3108] mIoU: 51.60  |  FB-IoU: 67.57 |  0: 48.06    |  1: 59.23    |  2: 54.82    |  3: 60.60    |  4: 35.29   
[Batch: 1379/3108] mIoU: 51.60  |  FB-IoU: 67.56 |  0: 48.04    |  1: 59.23    |  2: 54.82    |  3: 60.60    |  4: 35.29   
[Batch: 1380/3108] mIoU: 51.60  |  FB-IoU: 67.57 |  0: 48.07    |  1: 59.23    |  2: 54.82    |  3: 60.60    |  4: 35.29   
[Batch: 1381/3108] mIoU: 51.60  |  FB-IoU: 67.58 |  0: 48.07    |  1: 59.23    |  2: 54.83    |  3: 60.60    |  4: 35.29   
[Batch: 1382/3108] mIoU: 51.61  |  FB-IoU: 67.58 |  0: 48.07    |  1: 59.23    |  2: 54.83    |  3: 60.60    |  4: 35.29   
[Batch: 1383/3108] mIoU: 51.61  |  FB-IoU: 67.59 |  0: 48.09    |  1: 59.23    |  2: 54.83    |  3: 60.60    |  4: 35.29   
[Batch: 1384/3108] mIoU: 51.65  |  FB-IoU: 67.60 |  0: 48.09    |  1: 59.45    |  2: 54.83    |  3: 60.60    |  4: 35.29   
[Batch: 1385/3108] mIoU: 51.65  |  FB-IoU: 67.59 |  0: 48.08    |  1: 59.45    |  2: 54.83    |  3: 60.60    |  4: 35.29   
[Batch: 1386/3108] mIoU: 51.63  |  FB-IoU: 67.59 |  0: 48.08    |  1: 59.33    |  2: 54.83    |  3: 60.60    |  4: 35.29   
[Batch: 1387/3108] mIoU: 51.63  |  FB-IoU: 67.60 |  0: 48.10    |  1: 59.33    |  2: 54.83    |  3: 60.60    |  4: 35.29   
[Batch: 1388/3108] mIoU: 51.64  |  FB-IoU: 67.61 |  0: 48.14    |  1: 59.33    |  2: 54.83    |  3: 60.60    |  4: 35.29   
[Batch: 1389/3108] mIoU: 51.64  |  FB-IoU: 67.61 |  0: 48.16    |  1: 59.33    |  2: 54.83    |  3: 60.60    |  4: 35.29   
[Batch: 1390/3108] mIoU: 51.64  |  FB-IoU: 67.61 |  0: 48.16    |  1: 59.33    |  2: 54.80    |  3: 60.60    |  4: 35.29   
[Batch: 1391/3108] mIoU: 51.62  |  FB-IoU: 67.60 |  0: 48.16    |  1: 59.33    |  2: 54.80    |  3: 60.50    |  4: 35.29   
[Batch: 1392/3108] mIoU: 51.60  |  FB-IoU: 67.58 |  0: 48.16    |  1: 59.33    |  2: 54.80    |  3: 60.40    |  4: 35.29   
[Batch: 1393/3108] mIoU: 51.62  |  FB-IoU: 67.60 |  0: 48.16    |  1: 59.46    |  2: 54.80    |  3: 60.40    |  4: 35.29   
[Batch: 1394/3108] mIoU: 51.62  |  FB-IoU: 67.59 |  0: 48.16    |  1: 59.46    |  2: 54.80    |  3: 60.39    |  4: 35.29   
[Batch: 1395/3108] mIoU: 51.65  |  FB-IoU: 67.61 |  0: 48.16    |  1: 59.60    |  2: 54.80    |  3: 60.39    |  4: 35.29   
[Batch: 1396/3108] mIoU: 51.66  |  FB-IoU: 67.62 |  0: 48.16    |  1: 59.60    |  2: 54.80    |  3: 60.47    |  4: 35.29   
[Batch: 1397/3108] mIoU: 51.68  |  FB-IoU: 67.64 |  0: 48.16    |  1: 59.60    |  2: 54.80    |  3: 60.54    |  4: 35.29   
[Batch: 1398/3108] mIoU: 51.67  |  FB-IoU: 67.64 |  0: 48.16    |  1: 59.60    |  2: 54.80    |  3: 60.52    |  4: 35.29   
[Batch: 1399/3108] mIoU: 51.68  |  FB-IoU: 67.65 |  0: 48.20    |  1: 59.60    |  2: 54.80    |  3: 60.52    |  4: 35.29   
[Batch: 1400/3108] mIoU: 51.56  |  FB-IoU: 67.60 |  0: 48.20    |  1: 59.60    |  2: 54.19    |  3: 60.52    |  4: 35.29   
[Batch: 1401/3108] mIoU: 51.56  |  FB-IoU: 67.61 |  0: 48.20    |  1: 59.60    |  2: 54.19    |  3: 60.53    |  4: 35.29   
[Batch: 1402/3108] mIoU: 51.56  |  FB-IoU: 67.61 |  0: 48.20    |  1: 59.60    |  2: 54.19    |  3: 60.53    |  4: 35.29   
[Batch: 1403/3108] mIoU: 51.56  |  FB-IoU: 67.61 |  0: 48.20    |  1: 59.60    |  2: 54.19    |  3: 60.53    |  4: 35.29   
[Batch: 1404/3108] mIoU: 51.48  |  FB-IoU: 67.60 |  0: 48.20    |  1: 59.19    |  2: 54.19    |  3: 60.53    |  4: 35.29   
[Batch: 1405/3108] mIoU: 51.49  |  FB-IoU: 67.61 |  0: 48.23    |  1: 59.19    |  2: 54.19    |  3: 60.53    |  4: 35.29   
[Batch: 1406/3108] mIoU: 51.49  |  FB-IoU: 67.62 |  0: 48.23    |  1: 59.19    |  2: 54.19    |  3: 60.57    |  4: 35.29   
[Batch: 1407/3108] mIoU: 51.49  |  FB-IoU: 67.62 |  0: 48.23    |  1: 59.19    |  2: 54.19    |  3: 60.55    |  4: 35.29   
[Batch: 1408/3108] mIoU: 51.50  |  FB-IoU: 67.62 |  0: 48.23    |  1: 59.19    |  2: 54.19    |  3: 60.58    |  4: 35.29   
[Batch: 1409/3108] mIoU: 51.53  |  FB-IoU: 67.66 |  0: 48.40    |  1: 59.19    |  2: 54.19    |  3: 60.58    |  4: 35.29   
[Batch: 1410/3108] mIoU: 51.54  |  FB-IoU: 67.67 |  0: 48.44    |  1: 59.19    |  2: 54.19    |  3: 60.58    |  4: 35.29   
[Batch: 1411/3108] mIoU: 51.55  |  FB-IoU: 67.68 |  0: 48.47    |  1: 59.19    |  2: 54.19    |  3: 60.58    |  4: 35.29   
[Batch: 1412/3108] mIoU: 51.54  |  FB-IoU: 67.68 |  0: 48.47    |  1: 59.19    |  2: 54.19    |  3: 60.58    |  4: 35.29   
[Batch: 1413/3108] mIoU: 51.55  |  FB-IoU: 67.69 |  0: 48.50    |  1: 59.19    |  2: 54.19    |  3: 60.58    |  4: 35.29   
[Batch: 1414/3108] mIoU: 51.55  |  FB-IoU: 67.70 |  0: 48.50    |  1: 59.19    |  2: 54.19    |  3: 60.58    |  4: 35.29   
[Batch: 1415/3108] mIoU: 51.54  |  FB-IoU: 67.69 |  0: 48.50    |  1: 59.19    |  2: 54.19    |  3: 60.50    |  4: 35.29   
[Batch: 1416/3108] mIoU: 51.54  |  FB-IoU: 67.69 |  0: 48.51    |  1: 59.19    |  2: 54.19    |  3: 60.50    |  4: 35.29   
[Batch: 1417/3108] mIoU: 51.59  |  FB-IoU: 67.67 |  0: 48.51    |  1: 59.19    |  2: 54.19    |  3: 60.50    |  4: 35.53   
[Batch: 1418/3108] mIoU: 51.54  |  FB-IoU: 67.65 |  0: 48.51    |  1: 59.19    |  2: 53.97    |  3: 60.50    |  4: 35.53   
[Batch: 1419/3108] mIoU: 51.52  |  FB-IoU: 67.64 |  0: 48.51    |  1: 59.19    |  2: 53.97    |  3: 60.41    |  4: 35.53   
[Batch: 1420/3108] mIoU: 51.55  |  FB-IoU: 67.63 |  0: 48.51    |  1: 59.19    |  2: 53.97    |  3: 60.41    |  4: 35.68   
[Batch: 1421/3108] mIoU: 51.55  |  FB-IoU: 67.62 |  0: 48.49    |  1: 59.19    |  2: 53.97    |  3: 60.41    |  4: 35.68   
[Batch: 1422/3108] mIoU: 51.56  |  FB-IoU: 67.63 |  0: 48.49    |  1: 59.19    |  2: 53.97    |  3: 60.46    |  4: 35.68   
[Batch: 1423/3108] mIoU: 51.57  |  FB-IoU: 67.64 |  0: 48.54    |  1: 59.19    |  2: 53.97    |  3: 60.46    |  4: 35.68   
[Batch: 1424/3108] mIoU: 51.49  |  FB-IoU: 67.58 |  0: 48.54    |  1: 59.19    |  2: 53.97    |  3: 60.46    |  4: 35.28   
[Batch: 1425/3108] mIoU: 51.56  |  FB-IoU: 67.60 |  0: 48.54    |  1: 59.19    |  2: 54.32    |  3: 60.46    |  4: 35.28   
[Batch: 1426/3108] mIoU: 51.52  |  FB-IoU: 67.59 |  0: 48.54    |  1: 58.99    |  2: 54.32    |  3: 60.46    |  4: 35.28   
[Batch: 1427/3108] mIoU: 51.51  |  FB-IoU: 67.58 |  0: 48.49    |  1: 58.99    |  2: 54.32    |  3: 60.46    |  4: 35.28   
[Batch: 1428/3108] mIoU: 51.48  |  FB-IoU: 67.56 |  0: 48.49    |  1: 58.99    |  2: 54.32    |  3: 60.33    |  4: 35.28   
[Batch: 1429/3108] mIoU: 51.53  |  FB-IoU: 67.55 |  0: 48.49    |  1: 58.99    |  2: 54.32    |  3: 60.33    |  4: 35.52   
[Batch: 1430/3108] mIoU: 51.51  |  FB-IoU: 67.51 |  0: 48.40    |  1: 58.99    |  2: 54.32    |  3: 60.33    |  4: 35.52   
[Batch: 1431/3108] mIoU: 51.52  |  FB-IoU: 67.52 |  0: 48.43    |  1: 58.99    |  2: 54.32    |  3: 60.33    |  4: 35.52   
[Batch: 1432/3108] mIoU: 51.52  |  FB-IoU: 67.52 |  0: 48.43    |  1: 58.99    |  2: 54.30    |  3: 60.33    |  4: 35.52   
[Batch: 1433/3108] mIoU: 51.51  |  FB-IoU: 67.53 |  0: 48.42    |  1: 58.99    |  2: 54.30    |  3: 60.33    |  4: 35.52   
[Batch: 1434/3108] mIoU: 51.52  |  FB-IoU: 67.53 |  0: 48.46    |  1: 58.99    |  2: 54.30    |  3: 60.33    |  4: 35.52   
[Batch: 1435/3108] mIoU: 51.51  |  FB-IoU: 67.53 |  0: 48.43    |  1: 58.99    |  2: 54.30    |  3: 60.33    |  4: 35.52   
[Batch: 1436/3108] mIoU: 51.51  |  FB-IoU: 67.53 |  0: 48.43    |  1: 58.99    |  2: 54.30    |  3: 60.32    |  4: 35.52   
[Batch: 1437/3108] mIoU: 51.51  |  FB-IoU: 67.52 |  0: 48.43    |  1: 58.99    |  2: 54.30    |  3: 60.32    |  4: 35.52   
[Batch: 1438/3108] mIoU: 51.52  |  FB-IoU: 67.53 |  0: 48.45    |  1: 58.99    |  2: 54.30    |  3: 60.32    |  4: 35.52   
[Batch: 1439/3108] mIoU: 51.54  |  FB-IoU: 67.55 |  0: 48.45    |  1: 58.99    |  2: 54.30    |  3: 60.41    |  4: 35.52   
[Batch: 1440/3108] mIoU: 51.53  |  FB-IoU: 67.55 |  0: 48.45    |  1: 58.99    |  2: 54.30    |  3: 60.41    |  4: 35.52   
[Batch: 1441/3108] mIoU: 51.52  |  FB-IoU: 67.54 |  0: 48.45    |  1: 58.99    |  2: 54.30    |  3: 60.35    |  4: 35.52   
[Batch: 1442/3108] mIoU: 51.52  |  FB-IoU: 67.55 |  0: 48.45    |  1: 58.99    |  2: 54.30    |  3: 60.35    |  4: 35.52   
[Batch: 1443/3108] mIoU: 51.48  |  FB-IoU: 67.51 |  0: 48.45    |  1: 58.99    |  2: 54.30    |  3: 60.14    |  4: 35.52   
[Batch: 1444/3108] mIoU: 51.47  |  FB-IoU: 67.51 |  0: 48.45    |  1: 58.99    |  2: 54.30    |  3: 60.11    |  4: 35.52   
[Batch: 1445/3108] mIoU: 51.54  |  FB-IoU: 67.53 |  0: 48.45    |  1: 58.99    |  2: 54.61    |  3: 60.11    |  4: 35.52   
[Batch: 1446/3108] mIoU: 51.57  |  FB-IoU: 67.53 |  0: 48.45    |  1: 58.99    |  2: 54.61    |  3: 60.11    |  4: 35.70   
[Batch: 1447/3108] mIoU: 51.58  |  FB-IoU: 67.55 |  0: 48.49    |  1: 58.99    |  2: 54.61    |  3: 60.11    |  4: 35.70   
[Batch: 1448/3108] mIoU: 51.58  |  FB-IoU: 67.54 |  0: 48.50    |  1: 58.99    |  2: 54.61    |  3: 60.11    |  4: 35.70   
[Batch: 1449/3108] mIoU: 51.61  |  FB-IoU: 67.56 |  0: 48.50    |  1: 59.13    |  2: 54.61    |  3: 60.11    |  4: 35.70   
[Batch: 1450/3108] mIoU: 51.62  |  FB-IoU: 67.56 |  0: 48.53    |  1: 59.13    |  2: 54.61    |  3: 60.11    |  4: 35.70   
[Batch: 1451/3108] mIoU: 51.59  |  FB-IoU: 67.56 |  0: 48.53    |  1: 59.13    |  2: 54.61    |  3: 60.11    |  4: 35.59   
[Batch: 1452/3108] mIoU: 51.55  |  FB-IoU: 67.55 |  0: 48.53    |  1: 58.93    |  2: 54.61    |  3: 60.11    |  4: 35.59   
[Batch: 1453/3108] mIoU: 51.57  |  FB-IoU: 67.57 |  0: 48.53    |  1: 58.93    |  2: 54.61    |  3: 60.20    |  4: 35.59   
[Batch: 1454/3108] mIoU: 51.57  |  FB-IoU: 67.56 |  0: 48.51    |  1: 58.93    |  2: 54.61    |  3: 60.20    |  4: 35.59   
[Batch: 1455/3108] mIoU: 51.59  |  FB-IoU: 67.57 |  0: 48.51    |  1: 59.05    |  2: 54.61    |  3: 60.20    |  4: 35.59   
[Batch: 1456/3108] mIoU: 51.56  |  FB-IoU: 67.55 |  0: 48.51    |  1: 59.05    |  2: 54.61    |  3: 60.05    |  4: 35.59   
[Batch: 1457/3108] mIoU: 51.56  |  FB-IoU: 67.55 |  0: 48.50    |  1: 59.05    |  2: 54.61    |  3: 60.05    |  4: 35.59   
[Batch: 1458/3108] mIoU: 51.55  |  FB-IoU: 67.55 |  0: 48.50    |  1: 59.05    |  2: 54.61    |  3: 59.99    |  4: 35.59   
[Batch: 1459/3108] mIoU: 51.54  |  FB-IoU: 67.55 |  0: 48.49    |  1: 59.05    |  2: 54.61    |  3: 59.99    |  4: 35.59   
[Batch: 1460/3108] mIoU: 51.57  |  FB-IoU: 67.57 |  0: 48.49    |  1: 59.05    |  2: 54.61    |  3: 60.09    |  4: 35.59   
[Batch: 1461/3108] mIoU: 51.61  |  FB-IoU: 67.58 |  0: 48.49    |  1: 59.05    |  2: 54.61    |  3: 60.09    |  4: 35.84   
[Batch: 1462/3108] mIoU: 51.62  |  FB-IoU: 67.58 |  0: 48.50    |  1: 59.05    |  2: 54.61    |  3: 60.09    |  4: 35.84   
[Batch: 1463/3108] mIoU: 51.62  |  FB-IoU: 67.59 |  0: 48.54    |  1: 59.05    |  2: 54.61    |  3: 60.09    |  4: 35.84   
[Batch: 1464/3108] mIoU: 51.62  |  FB-IoU: 67.59 |  0: 48.53    |  1: 59.05    |  2: 54.61    |  3: 60.09    |  4: 35.84   
[Batch: 1465/3108] mIoU: 51.63  |  FB-IoU: 67.60 |  0: 48.56    |  1: 59.05    |  2: 54.61    |  3: 60.09    |  4: 35.84   
[Batch: 1466/3108] mIoU: 51.62  |  FB-IoU: 67.59 |  0: 48.56    |  1: 59.05    |  2: 54.61    |  3: 60.02    |  4: 35.84   
[Batch: 1467/3108] mIoU: 51.63  |  FB-IoU: 67.60 |  0: 48.61    |  1: 59.05    |  2: 54.61    |  3: 60.02    |  4: 35.84   
[Batch: 1468/3108] mIoU: 51.64  |  FB-IoU: 67.62 |  0: 48.61    |  1: 59.05    |  2: 54.61    |  3: 60.08    |  4: 35.84   
[Batch: 1469/3108] mIoU: 51.64  |  FB-IoU: 67.61 |  0: 48.60    |  1: 59.05    |  2: 54.61    |  3: 60.08    |  4: 35.84   
[Batch: 1470/3108] mIoU: 51.64  |  FB-IoU: 67.62 |  0: 48.62    |  1: 59.05    |  2: 54.61    |  3: 60.08    |  4: 35.84   
[Batch: 1471/3108] mIoU: 51.64  |  FB-IoU: 67.61 |  0: 48.60    |  1: 59.05    |  2: 54.61    |  3: 60.08    |  4: 35.84   
[Batch: 1472/3108] mIoU: 51.65  |  FB-IoU: 67.62 |  0: 48.66    |  1: 59.05    |  2: 54.61    |  3: 60.08    |  4: 35.84   
[Batch: 1473/3108] mIoU: 51.66  |  FB-IoU: 67.63 |  0: 48.70    |  1: 59.05    |  2: 54.61    |  3: 60.08    |  4: 35.84   
[Batch: 1474/3108] mIoU: 51.66  |  FB-IoU: 67.64 |  0: 48.71    |  1: 59.05    |  2: 54.61    |  3: 60.08    |  4: 35.84   
[Batch: 1475/3108] mIoU: 51.66  |  FB-IoU: 67.64 |  0: 48.70    |  1: 59.05    |  2: 54.61    |  3: 60.08    |  4: 35.84   
[Batch: 1476/3108] mIoU: 51.72  |  FB-IoU: 67.66 |  0: 48.70    |  1: 59.05    |  2: 54.95    |  3: 60.08    |  4: 35.84   
[Batch: 1477/3108] mIoU: 51.77  |  FB-IoU: 67.65 |  0: 48.70    |  1: 59.05    |  2: 54.95    |  3: 60.08    |  4: 36.05   
[Batch: 1478/3108] mIoU: 51.50  |  FB-IoU: 67.57 |  0: 48.70    |  1: 57.72    |  2: 54.95    |  3: 60.08    |  4: 36.05   
[Batch: 1479/3108] mIoU: 51.52  |  FB-IoU: 67.58 |  0: 48.70    |  1: 57.72    |  2: 55.05    |  3: 60.08    |  4: 36.05   
[Batch: 1480/3108] mIoU: 51.53  |  FB-IoU: 67.58 |  0: 48.73    |  1: 57.72    |  2: 55.05    |  3: 60.08    |  4: 36.05   
[Batch: 1481/3108] mIoU: 51.60  |  FB-IoU: 67.60 |  0: 48.73    |  1: 57.72    |  2: 55.39    |  3: 60.08    |  4: 36.05   
[Batch: 1482/3108] mIoU: 51.60  |  FB-IoU: 67.61 |  0: 48.76    |  1: 57.72    |  2: 55.39    |  3: 60.08    |  4: 36.05   
[Batch: 1483/3108] mIoU: 51.61  |  FB-IoU: 67.62 |  0: 48.76    |  1: 57.72    |  2: 55.39    |  3: 60.13    |  4: 36.05   
[Batch: 1484/3108] mIoU: 51.59  |  FB-IoU: 67.58 |  0: 48.64    |  1: 57.72    |  2: 55.39    |  3: 60.13    |  4: 36.05   
[Batch: 1485/3108] mIoU: 51.59  |  FB-IoU: 67.58 |  0: 48.63    |  1: 57.72    |  2: 55.39    |  3: 60.13    |  4: 36.05   
[Batch: 1486/3108] mIoU: 51.58  |  FB-IoU: 67.57 |  0: 48.62    |  1: 57.72    |  2: 55.39    |  3: 60.13    |  4: 36.05   
[Batch: 1487/3108] mIoU: 51.57  |  FB-IoU: 67.55 |  0: 48.55    |  1: 57.72    |  2: 55.39    |  3: 60.13    |  4: 36.05   
[Batch: 1488/3108] mIoU: 51.58  |  FB-IoU: 67.56 |  0: 48.55    |  1: 57.72    |  2: 55.39    |  3: 60.18    |  4: 36.05   
[Batch: 1489/3108] mIoU: 51.56  |  FB-IoU: 67.52 |  0: 48.47    |  1: 57.72    |  2: 55.39    |  3: 60.18    |  4: 36.05   
[Batch: 1490/3108] mIoU: 51.54  |  FB-IoU: 67.51 |  0: 48.47    |  1: 57.72    |  2: 55.29    |  3: 60.18    |  4: 36.05   
[Batch: 1491/3108] mIoU: 51.54  |  FB-IoU: 67.51 |  0: 48.47    |  1: 57.72    |  2: 55.29    |  3: 60.14    |  4: 36.05   
[Batch: 1492/3108] mIoU: 51.54  |  FB-IoU: 67.52 |  0: 48.49    |  1: 57.72    |  2: 55.29    |  3: 60.14    |  4: 36.05   
[Batch: 1493/3108] mIoU: 51.55  |  FB-IoU: 67.53 |  0: 48.53    |  1: 57.72    |  2: 55.29    |  3: 60.14    |  4: 36.05   
[Batch: 1494/3108] mIoU: 51.54  |  FB-IoU: 67.52 |  0: 48.53    |  1: 57.72    |  2: 55.29    |  3: 60.10    |  4: 36.05   
[Batch: 1495/3108] mIoU: 51.53  |  FB-IoU: 67.51 |  0: 48.49    |  1: 57.72    |  2: 55.29    |  3: 60.10    |  4: 36.05   
[Batch: 1496/3108] mIoU: 51.54  |  FB-IoU: 67.52 |  0: 48.52    |  1: 57.72    |  2: 55.29    |  3: 60.10    |  4: 36.05   
[Batch: 1497/3108] mIoU: 51.52  |  FB-IoU: 67.48 |  0: 48.43    |  1: 57.72    |  2: 55.29    |  3: 60.10    |  4: 36.05   
[Batch: 1498/3108] mIoU: 51.53  |  FB-IoU: 67.49 |  0: 48.47    |  1: 57.72    |  2: 55.29    |  3: 60.10    |  4: 36.05   
[Batch: 1499/3108] mIoU: 51.52  |  FB-IoU: 67.48 |  0: 48.45    |  1: 57.72    |  2: 55.29    |  3: 60.10    |  4: 36.05   
[Batch: 1500/3108] mIoU: 51.51  |  FB-IoU: 67.47 |  0: 48.41    |  1: 57.72    |  2: 55.29    |  3: 60.10    |  4: 36.05   
[Batch: 1501/3108] mIoU: 51.53  |  FB-IoU: 67.48 |  0: 48.41    |  1: 57.72    |  2: 55.29    |  3: 60.19    |  4: 36.05   
[Batch: 1502/3108] mIoU: 51.40  |  FB-IoU: 67.41 |  0: 48.41    |  1: 57.72    |  2: 55.29    |  3: 60.19    |  4: 35.39   
[Batch: 1503/3108] mIoU: 51.41  |  FB-IoU: 67.42 |  0: 48.41    |  1: 57.72    |  2: 55.29    |  3: 60.22    |  4: 35.39   
[Batch: 1504/3108] mIoU: 51.42  |  FB-IoU: 67.43 |  0: 48.41    |  1: 57.72    |  2: 55.29    |  3: 60.27    |  4: 35.39   
[Batch: 1505/3108] mIoU: 51.43  |  FB-IoU: 67.44 |  0: 48.45    |  1: 57.72    |  2: 55.29    |  3: 60.27    |  4: 35.39   
[Batch: 1506/3108] mIoU: 51.44  |  FB-IoU: 67.46 |  0: 48.45    |  1: 57.72    |  2: 55.29    |  3: 60.33    |  4: 35.39   
[Batch: 1507/3108] mIoU: 51.52  |  FB-IoU: 67.48 |  0: 48.45    |  1: 57.72    |  2: 55.29    |  3: 60.33    |  4: 35.79   
[Batch: 1508/3108] mIoU: 51.51  |  FB-IoU: 67.47 |  0: 48.45    |  1: 57.72    |  2: 55.29    |  3: 60.27    |  4: 35.79   
[Batch: 1509/3108] mIoU: 51.50  |  FB-IoU: 67.47 |  0: 48.45    |  1: 57.72    |  2: 55.29    |  3: 60.25    |  4: 35.79   
[Batch: 1510/3108] mIoU: 51.50  |  FB-IoU: 67.46 |  0: 48.45    |  1: 57.72    |  2: 55.29    |  3: 60.25    |  4: 35.79   
[Batch: 1511/3108] mIoU: 51.50  |  FB-IoU: 67.45 |  0: 48.46    |  1: 57.72    |  2: 55.29    |  3: 60.25    |  4: 35.79   
[Batch: 1512/3108] mIoU: 51.51  |  FB-IoU: 67.46 |  0: 48.47    |  1: 57.72    |  2: 55.29    |  3: 60.25    |  4: 35.79   
[Batch: 1513/3108] mIoU: 51.48  |  FB-IoU: 67.46 |  0: 48.47    |  1: 57.58    |  2: 55.29    |  3: 60.25    |  4: 35.79   
[Batch: 1514/3108] mIoU: 51.48  |  FB-IoU: 67.47 |  0: 48.47    |  1: 57.58    |  2: 55.29    |  3: 60.26    |  4: 35.79   
[Batch: 1515/3108] mIoU: 51.47  |  FB-IoU: 67.47 |  0: 48.47    |  1: 57.50    |  2: 55.29    |  3: 60.26    |  4: 35.79   
[Batch: 1516/3108] mIoU: 51.47  |  FB-IoU: 67.47 |  0: 48.47    |  1: 57.54    |  2: 55.29    |  3: 60.26    |  4: 35.79   
[Batch: 1517/3108] mIoU: 51.49  |  FB-IoU: 67.49 |  0: 48.47    |  1: 57.54    |  2: 55.29    |  3: 60.33    |  4: 35.79   
[Batch: 1518/3108] mIoU: 51.49  |  FB-IoU: 67.49 |  0: 48.47    |  1: 57.54    |  2: 55.29    |  3: 60.33    |  4: 35.79   
[Batch: 1519/3108] mIoU: 51.50  |  FB-IoU: 67.51 |  0: 48.47    |  1: 57.54    |  2: 55.29    |  3: 60.39    |  4: 35.79   
[Batch: 1520/3108] mIoU: 51.51  |  FB-IoU: 67.53 |  0: 48.47    |  1: 57.54    |  2: 55.29    |  3: 60.48    |  4: 35.79   
[Batch: 1521/3108] mIoU: 51.52  |  FB-IoU: 67.53 |  0: 48.48    |  1: 57.54    |  2: 55.29    |  3: 60.48    |  4: 35.79   
[Batch: 1522/3108] mIoU: 51.54  |  FB-IoU: 67.56 |  0: 48.59    |  1: 57.54    |  2: 55.29    |  3: 60.48    |  4: 35.79   
[Batch: 1523/3108] mIoU: 51.54  |  FB-IoU: 67.56 |  0: 48.59    |  1: 57.54    |  2: 55.29    |  3: 60.48    |  4: 35.79   
[Batch: 1524/3108] mIoU: 51.53  |  FB-IoU: 67.55 |  0: 48.55    |  1: 57.54    |  2: 55.29    |  3: 60.48    |  4: 35.79   
[Batch: 1525/3108] mIoU: 51.55  |  FB-IoU: 67.57 |  0: 48.65    |  1: 57.54    |  2: 55.29    |  3: 60.48    |  4: 35.79   
[Batch: 1526/3108] mIoU: 51.55  |  FB-IoU: 67.57 |  0: 48.64    |  1: 57.54    |  2: 55.29    |  3: 60.48    |  4: 35.79   
[Batch: 1527/3108] mIoU: 51.57  |  FB-IoU: 67.59 |  0: 48.64    |  1: 57.54    |  2: 55.29    |  3: 60.60    |  4: 35.79   
[Batch: 1528/3108] mIoU: 51.57  |  FB-IoU: 67.60 |  0: 48.64    |  1: 57.54    |  2: 55.29    |  3: 60.60    |  4: 35.79   
[Batch: 1529/3108] mIoU: 51.59  |  FB-IoU: 67.62 |  0: 48.64    |  1: 57.54    |  2: 55.29    |  3: 60.70    |  4: 35.79   
[Batch: 1530/3108] mIoU: 51.59  |  FB-IoU: 67.62 |  0: 48.64    |  1: 57.54    |  2: 55.29    |  3: 60.70    |  4: 35.79   
[Batch: 1531/3108] mIoU: 51.67  |  FB-IoU: 67.63 |  0: 48.64    |  1: 57.54    |  2: 55.29    |  3: 60.70    |  4: 36.16   
[Batch: 1532/3108] mIoU: 51.69  |  FB-IoU: 67.64 |  0: 48.64    |  1: 57.54    |  2: 55.40    |  3: 60.70    |  4: 36.16   
[Batch: 1533/3108] mIoU: 51.69  |  FB-IoU: 67.64 |  0: 48.66    |  1: 57.54    |  2: 55.40    |  3: 60.70    |  4: 36.16   
[Batch: 1534/3108] mIoU: 51.65  |  FB-IoU: 67.63 |  0: 48.66    |  1: 57.54    |  2: 55.18    |  3: 60.70    |  4: 36.16   
[Batch: 1535/3108] mIoU: 51.65  |  FB-IoU: 67.63 |  0: 48.66    |  1: 57.54    |  2: 55.18    |  3: 60.70    |  4: 36.16   
[Batch: 1536/3108] mIoU: 51.65  |  FB-IoU: 67.64 |  0: 48.70    |  1: 57.54    |  2: 55.18    |  3: 60.70    |  4: 36.16   
[Batch: 1537/3108] mIoU: 51.61  |  FB-IoU: 67.61 |  0: 48.70    |  1: 57.54    |  2: 55.18    |  3: 60.70    |  4: 35.95   
[Batch: 1538/3108] mIoU: 51.62  |  FB-IoU: 67.62 |  0: 48.71    |  1: 57.54    |  2: 55.18    |  3: 60.70    |  4: 35.95   
[Batch: 1539/3108] mIoU: 51.62  |  FB-IoU: 67.62 |  0: 48.73    |  1: 57.54    |  2: 55.18    |  3: 60.70    |  4: 35.95   
[Batch: 1540/3108] mIoU: 51.61  |  FB-IoU: 67.61 |  0: 48.69    |  1: 57.54    |  2: 55.18    |  3: 60.70    |  4: 35.95   
[Batch: 1541/3108] mIoU: 51.74  |  FB-IoU: 67.63 |  0: 48.69    |  1: 57.54    |  2: 55.18    |  3: 60.70    |  4: 36.58   
[Batch: 1542/3108] mIoU: 51.74  |  FB-IoU: 67.63 |  0: 48.69    |  1: 57.54    |  2: 55.18    |  3: 60.73    |  4: 36.58   
[Batch: 1543/3108] mIoU: 51.74  |  FB-IoU: 67.64 |  0: 48.69    |  1: 57.54    |  2: 55.18    |  3: 60.73    |  4: 36.58   
[Batch: 1544/3108] mIoU: 51.84  |  FB-IoU: 67.66 |  0: 48.69    |  1: 57.54    |  2: 55.18    |  3: 60.73    |  4: 37.06   
[Batch: 1545/3108] mIoU: 51.79  |  FB-IoU: 67.62 |  0: 48.69    |  1: 57.54    |  2: 55.18    |  3: 60.51    |  4: 37.06   
[Batch: 1546/3108] mIoU: 51.79  |  FB-IoU: 67.62 |  0: 48.69    |  1: 57.54    |  2: 55.18    |  3: 60.51    |  4: 37.04   
[Batch: 1547/3108] mIoU: 51.79  |  FB-IoU: 67.63 |  0: 48.70    |  1: 57.54    |  2: 55.18    |  3: 60.51    |  4: 37.04   
[Batch: 1548/3108] mIoU: 51.78  |  FB-IoU: 67.60 |  0: 48.64    |  1: 57.54    |  2: 55.18    |  3: 60.51    |  4: 37.04   
[Batch: 1549/3108] mIoU: 51.80  |  FB-IoU: 67.61 |  0: 48.64    |  1: 57.63    |  2: 55.18    |  3: 60.51    |  4: 37.04   
[Batch: 1550/3108] mIoU: 51.80  |  FB-IoU: 67.61 |  0: 48.64    |  1: 57.62    |  2: 55.18    |  3: 60.51    |  4: 37.04   
[Batch: 1551/3108] mIoU: 51.79  |  FB-IoU: 67.61 |  0: 48.62    |  1: 57.62    |  2: 55.18    |  3: 60.51    |  4: 37.04   
[Batch: 1552/3108] mIoU: 51.79  |  FB-IoU: 67.61 |  0: 48.62    |  1: 57.62    |  2: 55.17    |  3: 60.51    |  4: 37.04   
[Batch: 1553/3108] mIoU: 51.79  |  FB-IoU: 67.61 |  0: 48.62    |  1: 57.62    |  2: 55.17    |  3: 60.51    |  4: 37.04   
[Batch: 1554/3108] mIoU: 51.79  |  FB-IoU: 67.61 |  0: 48.62    |  1: 57.62    |  2: 55.17    |  3: 60.51    |  4: 37.04   
[Batch: 1555/3108] mIoU: 51.80  |  FB-IoU: 67.62 |  0: 48.62    |  1: 57.62    |  2: 55.17    |  3: 60.53    |  4: 37.04   
[Batch: 1556/3108] mIoU: 51.75  |  FB-IoU: 67.59 |  0: 48.62    |  1: 57.62    |  2: 55.17    |  3: 60.33    |  4: 37.04   
[Batch: 1557/3108] mIoU: 51.76  |  FB-IoU: 67.56 |  0: 48.62    |  1: 57.62    |  2: 55.17    |  3: 60.33    |  4: 37.07   
[Batch: 1558/3108] mIoU: 51.76  |  FB-IoU: 67.56 |  0: 48.63    |  1: 57.62    |  2: 55.17    |  3: 60.33    |  4: 37.07   
[Batch: 1559/3108] mIoU: 51.77  |  FB-IoU: 67.58 |  0: 48.63    |  1: 57.62    |  2: 55.17    |  3: 60.37    |  4: 37.07   
[Batch: 1560/3108] mIoU: 51.79  |  FB-IoU: 67.58 |  0: 48.63    |  1: 57.62    |  2: 55.25    |  3: 60.37    |  4: 37.07   
[Batch: 1561/3108] mIoU: 51.79  |  FB-IoU: 67.59 |  0: 48.64    |  1: 57.62    |  2: 55.25    |  3: 60.37    |  4: 37.07   
[Batch: 1562/3108] mIoU: 51.79  |  FB-IoU: 67.60 |  0: 48.66    |  1: 57.62    |  2: 55.25    |  3: 60.37    |  4: 37.07   
[Batch: 1563/3108] mIoU: 51.81  |  FB-IoU: 67.61 |  0: 48.66    |  1: 57.62    |  2: 55.25    |  3: 60.44    |  4: 37.07   
[Batch: 1564/3108] mIoU: 51.81  |  FB-IoU: 67.61 |  0: 48.65    |  1: 57.62    |  2: 55.25    |  3: 60.44    |  4: 37.07   
[Batch: 1565/3108] mIoU: 51.80  |  FB-IoU: 67.61 |  0: 48.65    |  1: 57.62    |  2: 55.25    |  3: 60.44    |  4: 37.07   
[Batch: 1566/3108] mIoU: 51.81  |  FB-IoU: 67.62 |  0: 48.66    |  1: 57.62    |  2: 55.25    |  3: 60.44    |  4: 37.07   
[Batch: 1567/3108] mIoU: 51.76  |  FB-IoU: 67.58 |  0: 48.66    |  1: 57.62    |  2: 55.25    |  3: 60.20    |  4: 37.07   
[Batch: 1568/3108] mIoU: 51.76  |  FB-IoU: 67.58 |  0: 48.69    |  1: 57.62    |  2: 55.25    |  3: 60.20    |  4: 37.07   
[Batch: 1569/3108] mIoU: 51.76  |  FB-IoU: 67.57 |  0: 48.65    |  1: 57.62    |  2: 55.25    |  3: 60.20    |  4: 37.07   
[Batch: 1570/3108] mIoU: 51.75  |  FB-IoU: 67.57 |  0: 48.65    |  1: 57.62    |  2: 55.25    |  3: 60.18    |  4: 37.07   
[Batch: 1571/3108] mIoU: 51.76  |  FB-IoU: 67.58 |  0: 48.67    |  1: 57.62    |  2: 55.25    |  3: 60.18    |  4: 37.07   
[Batch: 1572/3108] mIoU: 51.78  |  FB-IoU: 67.59 |  0: 48.67    |  1: 57.62    |  2: 55.39    |  3: 60.18    |  4: 37.07   
[Batch: 1573/3108] mIoU: 51.80  |  FB-IoU: 67.60 |  0: 48.67    |  1: 57.70    |  2: 55.39    |  3: 60.18    |  4: 37.07   
[Batch: 1574/3108] mIoU: 51.80  |  FB-IoU: 67.58 |  0: 48.65    |  1: 57.70    |  2: 55.39    |  3: 60.18    |  4: 37.07   
[Batch: 1575/3108] mIoU: 51.80  |  FB-IoU: 67.59 |  0: 48.65    |  1: 57.70    |  2: 55.39    |  3: 60.22    |  4: 37.07   
[Batch: 1576/3108] mIoU: 51.77  |  FB-IoU: 67.56 |  0: 48.65    |  1: 57.70    |  2: 55.39    |  3: 60.04    |  4: 37.07   
[Batch: 1577/3108] mIoU: 51.77  |  FB-IoU: 67.56 |  0: 48.66    |  1: 57.70    |  2: 55.39    |  3: 60.04    |  4: 37.07   
[Batch: 1578/3108] mIoU: 51.78  |  FB-IoU: 67.58 |  0: 48.66    |  1: 57.70    |  2: 55.39    |  3: 60.10    |  4: 37.07   
[Batch: 1579/3108] mIoU: 51.77  |  FB-IoU: 67.56 |  0: 48.62    |  1: 57.70    |  2: 55.39    |  3: 60.10    |  4: 37.07   
[Batch: 1580/3108] mIoU: 51.79  |  FB-IoU: 67.58 |  0: 48.62    |  1: 57.70    |  2: 55.39    |  3: 60.18    |  4: 37.07   
[Batch: 1581/3108] mIoU: 51.80  |  FB-IoU: 67.59 |  0: 48.62    |  1: 57.70    |  2: 55.39    |  3: 60.21    |  4: 37.07   
[Batch: 1582/3108] mIoU: 51.80  |  FB-IoU: 67.58 |  0: 48.62    |  1: 57.70    |  2: 55.39    |  3: 60.21    |  4: 37.06   
[Batch: 1583/3108] mIoU: 51.70  |  FB-IoU: 67.56 |  0: 48.62    |  1: 57.24    |  2: 55.39    |  3: 60.21    |  4: 37.06   
[Batch: 1584/3108] mIoU: 51.71  |  FB-IoU: 67.57 |  0: 48.65    |  1: 57.24    |  2: 55.39    |  3: 60.21    |  4: 37.06   
[Batch: 1585/3108] mIoU: 51.71  |  FB-IoU: 67.56 |  0: 48.63    |  1: 57.24    |  2: 55.39    |  3: 60.21    |  4: 37.06   
[Batch: 1586/3108] mIoU: 51.70  |  FB-IoU: 67.56 |  0: 48.63    |  1: 57.24    |  2: 55.39    |  3: 60.18    |  4: 37.06   
[Batch: 1587/3108] mIoU: 51.70  |  FB-IoU: 67.56 |  0: 48.64    |  1: 57.24    |  2: 55.39    |  3: 60.18    |  4: 37.06   
[Batch: 1588/3108] mIoU: 51.70  |  FB-IoU: 67.56 |  0: 48.64    |  1: 57.24    |  2: 55.39    |  3: 60.17    |  4: 37.06   
[Batch: 1589/3108] mIoU: 51.74  |  FB-IoU: 67.57 |  0: 48.64    |  1: 57.43    |  2: 55.39    |  3: 60.17    |  4: 37.06   
[Batch: 1590/3108] mIoU: 51.74  |  FB-IoU: 67.57 |  0: 48.66    |  1: 57.43    |  2: 55.39    |  3: 60.17    |  4: 37.06   
[Batch: 1591/3108] mIoU: 51.72  |  FB-IoU: 67.54 |  0: 48.56    |  1: 57.43    |  2: 55.39    |  3: 60.17    |  4: 37.06   
[Batch: 1592/3108] mIoU: 51.73  |  FB-IoU: 67.54 |  0: 48.56    |  1: 57.45    |  2: 55.39    |  3: 60.17    |  4: 37.06   
[Batch: 1593/3108] mIoU: 51.73  |  FB-IoU: 67.55 |  0: 48.56    |  1: 57.45    |  2: 55.39    |  3: 60.17    |  4: 37.06   
[Batch: 1594/3108] mIoU: 51.72  |  FB-IoU: 67.55 |  0: 48.56    |  1: 57.45    |  2: 55.39    |  3: 60.16    |  4: 37.06   
[Batch: 1595/3108] mIoU: 51.72  |  FB-IoU: 67.55 |  0: 48.56    |  1: 57.45    |  2: 55.39    |  3: 60.16    |  4: 37.06   
[Batch: 1596/3108] mIoU: 51.71  |  FB-IoU: 67.55 |  0: 48.56    |  1: 57.45    |  2: 55.34    |  3: 60.16    |  4: 37.06   
[Batch: 1597/3108] mIoU: 51.71  |  FB-IoU: 67.55 |  0: 48.56    |  1: 57.45    |  2: 55.34    |  3: 60.14    |  4: 37.06   
[Batch: 1598/3108] mIoU: 51.72  |  FB-IoU: 67.56 |  0: 48.59    |  1: 57.45    |  2: 55.34    |  3: 60.14    |  4: 37.06   
[Batch: 1599/3108] mIoU: 51.72  |  FB-IoU: 67.56 |  0: 48.59    |  1: 57.45    |  2: 55.34    |  3: 60.14    |  4: 37.06   
[Batch: 1600/3108] mIoU: 51.70  |  FB-IoU: 67.54 |  0: 48.51    |  1: 57.45    |  2: 55.34    |  3: 60.14    |  4: 37.06   
[Batch: 1601/3108] mIoU: 51.73  |  FB-IoU: 67.55 |  0: 48.51    |  1: 57.58    |  2: 55.34    |  3: 60.14    |  4: 37.06   
[Batch: 1602/3108] mIoU: 51.73  |  FB-IoU: 67.55 |  0: 48.52    |  1: 57.58    |  2: 55.34    |  3: 60.14    |  4: 37.06   
[Batch: 1603/3108] mIoU: 51.73  |  FB-IoU: 67.55 |  0: 48.52    |  1: 57.58    |  2: 55.34    |  3: 60.14    |  4: 37.06   
[Batch: 1604/3108] mIoU: 51.74  |  FB-IoU: 67.56 |  0: 48.52    |  1: 57.58    |  2: 55.34    |  3: 60.20    |  4: 37.06   
[Batch: 1605/3108] mIoU: 51.75  |  FB-IoU: 67.58 |  0: 48.52    |  1: 57.58    |  2: 55.34    |  3: 60.24    |  4: 37.06   
[Batch: 1606/3108] mIoU: 51.79  |  FB-IoU: 67.58 |  0: 48.52    |  1: 57.58    |  2: 55.34    |  3: 60.24    |  4: 37.25   
[Batch: 1607/3108] mIoU: 51.78  |  FB-IoU: 67.59 |  0: 48.52    |  1: 57.58    |  2: 55.34    |  3: 60.23    |  4: 37.25   
[Batch: 1608/3108] mIoU: 51.77  |  FB-IoU: 67.57 |  0: 48.46    |  1: 57.58    |  2: 55.34    |  3: 60.23    |  4: 37.25   
[Batch: 1609/3108] mIoU: 51.75  |  FB-IoU: 67.55 |  0: 48.46    |  1: 57.58    |  2: 55.34    |  3: 60.14    |  4: 37.25   
[Batch: 1610/3108] mIoU: 51.76  |  FB-IoU: 67.56 |  0: 48.49    |  1: 57.58    |  2: 55.34    |  3: 60.14    |  4: 37.25   
[Batch: 1611/3108] mIoU: 51.86  |  FB-IoU: 67.59 |  0: 48.49    |  1: 57.58    |  2: 55.85    |  3: 60.14    |  4: 37.25   
[Batch: 1612/3108] mIoU: 51.86  |  FB-IoU: 67.59 |  0: 48.47    |  1: 57.58    |  2: 55.85    |  3: 60.14    |  4: 37.25   
[Batch: 1613/3108] mIoU: 51.85  |  FB-IoU: 67.59 |  0: 48.46    |  1: 57.58    |  2: 55.85    |  3: 60.14    |  4: 37.25   
[Batch: 1614/3108] mIoU: 51.85  |  FB-IoU: 67.59 |  0: 48.43    |  1: 57.58    |  2: 55.85    |  3: 60.14    |  4: 37.25   
[Batch: 1615/3108] mIoU: 51.84  |  FB-IoU: 67.59 |  0: 48.43    |  1: 57.58    |  2: 55.85    |  3: 60.11    |  4: 37.25   
[Batch: 1616/3108] mIoU: 51.84  |  FB-IoU: 67.58 |  0: 48.39    |  1: 57.58    |  2: 55.85    |  3: 60.11    |  4: 37.25   
[Batch: 1617/3108] mIoU: 51.83  |  FB-IoU: 67.57 |  0: 48.39    |  1: 57.58    |  2: 55.85    |  3: 60.06    |  4: 37.25   
[Batch: 1618/3108] mIoU: 51.82  |  FB-IoU: 67.55 |  0: 48.35    |  1: 57.58    |  2: 55.85    |  3: 60.06    |  4: 37.25   
[Batch: 1619/3108] mIoU: 51.82  |  FB-IoU: 67.56 |  0: 48.35    |  1: 57.58    |  2: 55.85    |  3: 60.09    |  4: 37.25   
[Batch: 1620/3108] mIoU: 51.77  |  FB-IoU: 67.50 |  0: 48.35    |  1: 57.58    |  2: 55.85    |  3: 59.80    |  4: 37.25   
[Batch: 1621/3108] mIoU: 51.87  |  FB-IoU: 67.51 |  0: 48.35    |  1: 57.58    |  2: 55.85    |  3: 59.80    |  4: 37.79   
[Batch: 1622/3108] mIoU: 51.90  |  FB-IoU: 67.51 |  0: 48.35    |  1: 57.58    |  2: 55.85    |  3: 59.80    |  4: 37.92   
[Batch: 1623/3108] mIoU: 51.90  |  FB-IoU: 67.52 |  0: 48.35    |  1: 57.58    |  2: 55.85    |  3: 59.80    |  4: 37.92   
[Batch: 1624/3108] mIoU: 51.91  |  FB-IoU: 67.53 |  0: 48.35    |  1: 57.58    |  2: 55.85    |  3: 59.84    |  4: 37.92   
[Batch: 1625/3108] mIoU: 51.91  |  FB-IoU: 67.52 |  0: 48.35    |  1: 57.58    |  2: 55.85    |  3: 59.84    |  4: 37.92   
[Batch: 1626/3108] mIoU: 51.91  |  FB-IoU: 67.53 |  0: 48.35    |  1: 57.58    |  2: 55.85    |  3: 59.84    |  4: 37.92   
[Batch: 1627/3108] mIoU: 51.92  |  FB-IoU: 67.54 |  0: 48.35    |  1: 57.58    |  2: 55.85    |  3: 59.91    |  4: 37.92   
[Batch: 1628/3108] mIoU: 51.96  |  FB-IoU: 67.55 |  0: 48.35    |  1: 57.58    |  2: 56.05    |  3: 59.91    |  4: 37.92   
[Batch: 1629/3108] mIoU: 51.96  |  FB-IoU: 67.56 |  0: 48.35    |  1: 57.58    |  2: 56.05    |  3: 59.91    |  4: 37.92   
[Batch: 1630/3108] mIoU: 51.95  |  FB-IoU: 67.54 |  0: 48.29    |  1: 57.58    |  2: 56.05    |  3: 59.91    |  4: 37.92   
[Batch: 1631/3108] mIoU: 51.96  |  FB-IoU: 67.55 |  0: 48.29    |  1: 57.58    |  2: 56.05    |  3: 59.96    |  4: 37.92   
[Batch: 1632/3108] mIoU: 51.97  |  FB-IoU: 67.56 |  0: 48.29    |  1: 57.58    |  2: 56.05    |  3: 60.03    |  4: 37.92   
[Batch: 1633/3108] mIoU: 52.00  |  FB-IoU: 67.57 |  0: 48.29    |  1: 57.58    |  2: 56.18    |  3: 60.03    |  4: 37.92   
[Batch: 1634/3108] mIoU: 52.00  |  FB-IoU: 67.58 |  0: 48.31    |  1: 57.58    |  2: 56.18    |  3: 60.03    |  4: 37.92   
[Batch: 1635/3108] mIoU: 52.00  |  FB-IoU: 67.58 |  0: 48.31    |  1: 57.58    |  2: 56.18    |  3: 60.01    |  4: 37.92   
[Batch: 1636/3108] mIoU: 51.98  |  FB-IoU: 67.56 |  0: 48.31    |  1: 57.58    |  2: 56.18    |  3: 59.92    |  4: 37.92   
[Batch: 1637/3108] mIoU: 52.00  |  FB-IoU: 67.58 |  0: 48.31    |  1: 57.58    |  2: 56.18    |  3: 60.01    |  4: 37.92   
[Batch: 1638/3108] mIoU: 52.00  |  FB-IoU: 67.59 |  0: 48.31    |  1: 57.58    |  2: 56.18    |  3: 60.01    |  4: 37.92   
[Batch: 1639/3108] mIoU: 52.01  |  FB-IoU: 67.60 |  0: 48.31    |  1: 57.58    |  2: 56.18    |  3: 60.09    |  4: 37.92   
[Batch: 1640/3108] mIoU: 52.01  |  FB-IoU: 67.60 |  0: 48.31    |  1: 57.53    |  2: 56.18    |  3: 60.09    |  4: 37.92   
[Batch: 1641/3108] mIoU: 52.01  |  FB-IoU: 67.62 |  0: 48.31    |  1: 57.53    |  2: 56.18    |  3: 60.12    |  4: 37.92   
[Batch: 1642/3108] mIoU: 52.01  |  FB-IoU: 67.61 |  0: 48.32    |  1: 57.53    |  2: 56.18    |  3: 60.12    |  4: 37.92   
[Batch: 1643/3108] mIoU: 52.04  |  FB-IoU: 67.62 |  0: 48.32    |  1: 57.53    |  2: 56.31    |  3: 60.12    |  4: 37.92   
[Batch: 1644/3108] mIoU: 52.04  |  FB-IoU: 67.62 |  0: 48.31    |  1: 57.53    |  2: 56.31    |  3: 60.12    |  4: 37.92   
[Batch: 1645/3108] mIoU: 52.04  |  FB-IoU: 67.62 |  0: 48.32    |  1: 57.53    |  2: 56.31    |  3: 60.12    |  4: 37.92   
[Batch: 1646/3108] mIoU: 52.04  |  FB-IoU: 67.62 |  0: 48.32    |  1: 57.53    |  2: 56.31    |  3: 60.10    |  4: 37.92   
[Batch: 1647/3108] mIoU: 51.96  |  FB-IoU: 67.57 |  0: 48.32    |  1: 57.53    |  2: 56.31    |  3: 60.10    |  4: 37.56   
[Batch: 1648/3108] mIoU: 51.97  |  FB-IoU: 67.58 |  0: 48.32    |  1: 57.53    |  2: 56.31    |  3: 60.10    |  4: 37.56   
[Batch: 1649/3108] mIoU: 51.96  |  FB-IoU: 67.57 |  0: 48.28    |  1: 57.53    |  2: 56.31    |  3: 60.10    |  4: 37.56   
[Batch: 1650/3108] mIoU: 51.96  |  FB-IoU: 67.57 |  0: 48.31    |  1: 57.53    |  2: 56.31    |  3: 60.10    |  4: 37.56   
[Batch: 1651/3108] mIoU: 51.96  |  FB-IoU: 67.57 |  0: 48.31    |  1: 57.53    |  2: 56.31    |  3: 60.10    |  4: 37.56   
[Batch: 1652/3108] mIoU: 51.97  |  FB-IoU: 67.58 |  0: 48.31    |  1: 57.53    |  2: 56.31    |  3: 60.15    |  4: 37.56   
[Batch: 1653/3108] mIoU: 51.97  |  FB-IoU: 67.58 |  0: 48.31    |  1: 57.53    |  2: 56.31    |  3: 60.15    |  4: 37.56   
[Batch: 1654/3108] mIoU: 51.98  |  FB-IoU: 67.59 |  0: 48.32    |  1: 57.53    |  2: 56.31    |  3: 60.15    |  4: 37.56   
[Batch: 1655/3108] mIoU: 51.96  |  FB-IoU: 67.59 |  0: 48.32    |  1: 57.44    |  2: 56.31    |  3: 60.15    |  4: 37.56   
[Batch: 1656/3108] mIoU: 51.97  |  FB-IoU: 67.60 |  0: 48.32    |  1: 57.44    |  2: 56.31    |  3: 60.20    |  4: 37.56   
[Batch: 1657/3108] mIoU: 51.95  |  FB-IoU: 67.58 |  0: 48.25    |  1: 57.44    |  2: 56.31    |  3: 60.20    |  4: 37.56   
[Batch: 1658/3108] mIoU: 51.93  |  FB-IoU: 67.56 |  0: 48.25    |  1: 57.44    |  2: 56.31    |  3: 60.08    |  4: 37.56   
[Batch: 1659/3108] mIoU: 51.94  |  FB-IoU: 67.58 |  0: 48.25    |  1: 57.44    |  2: 56.31    |  3: 60.16    |  4: 37.56   
[Batch: 1660/3108] mIoU: 51.94  |  FB-IoU: 67.58 |  0: 48.25    |  1: 57.44    |  2: 56.31    |  3: 60.16    |  4: 37.56   
[Batch: 1661/3108] mIoU: 51.94  |  FB-IoU: 67.57 |  0: 48.24    |  1: 57.44    |  2: 56.31    |  3: 60.16    |  4: 37.56   
[Batch: 1662/3108] mIoU: 51.95  |  FB-IoU: 67.58 |  0: 48.26    |  1: 57.44    |  2: 56.31    |  3: 60.16    |  4: 37.56   
[Batch: 1663/3108] mIoU: 51.94  |  FB-IoU: 67.58 |  0: 48.25    |  1: 57.44    |  2: 56.31    |  3: 60.16    |  4: 37.56   
[Batch: 1664/3108] mIoU: 51.94  |  FB-IoU: 67.57 |  0: 48.25    |  1: 57.44    |  2: 56.31    |  3: 60.13    |  4: 37.56   
[Batch: 1665/3108] mIoU: 51.94  |  FB-IoU: 67.57 |  0: 48.25    |  1: 57.44    |  2: 56.31    |  3: 60.13    |  4: 37.56   
[Batch: 1666/3108] mIoU: 51.94  |  FB-IoU: 67.57 |  0: 48.24    |  1: 57.44    |  2: 56.31    |  3: 60.13    |  4: 37.56   
[Batch: 1667/3108] mIoU: 51.94  |  FB-IoU: 67.58 |  0: 48.25    |  1: 57.44    |  2: 56.31    |  3: 60.13    |  4: 37.56   
[Batch: 1668/3108] mIoU: 51.94  |  FB-IoU: 67.59 |  0: 48.25    |  1: 57.44    |  2: 56.31    |  3: 60.14    |  4: 37.56   
[Batch: 1669/3108] mIoU: 51.94  |  FB-IoU: 67.59 |  0: 48.25    |  1: 57.44    |  2: 56.31    |  3: 60.14    |  4: 37.56   
[Batch: 1670/3108] mIoU: 51.94  |  FB-IoU: 67.60 |  0: 48.27    |  1: 57.44    |  2: 56.31    |  3: 60.14    |  4: 37.56   
[Batch: 1671/3108] mIoU: 51.94  |  FB-IoU: 67.59 |  0: 48.26    |  1: 57.44    |  2: 56.31    |  3: 60.14    |  4: 37.56   
[Batch: 1672/3108] mIoU: 51.95  |  FB-IoU: 67.60 |  0: 48.26    |  1: 57.44    |  2: 56.31    |  3: 60.19    |  4: 37.56   
[Batch: 1673/3108] mIoU: 51.95  |  FB-IoU: 67.60 |  0: 48.26    |  1: 57.44    |  2: 56.31    |  3: 60.19    |  4: 37.56   
[Batch: 1674/3108] mIoU: 51.96  |  FB-IoU: 67.61 |  0: 48.31    |  1: 57.44    |  2: 56.31    |  3: 60.19    |  4: 37.56   
[Batch: 1675/3108] mIoU: 51.95  |  FB-IoU: 67.61 |  0: 48.31    |  1: 57.44    |  2: 56.31    |  3: 60.15    |  4: 37.56   
[Batch: 1676/3108] mIoU: 51.96  |  FB-IoU: 67.62 |  0: 48.33    |  1: 57.44    |  2: 56.31    |  3: 60.15    |  4: 37.56   
[Batch: 1677/3108] mIoU: 51.96  |  FB-IoU: 67.63 |  0: 48.36    |  1: 57.44    |  2: 56.31    |  3: 60.15    |  4: 37.56   
[Batch: 1678/3108] mIoU: 51.97  |  FB-IoU: 67.63 |  0: 48.36    |  1: 57.49    |  2: 56.31    |  3: 60.15    |  4: 37.56   
[Batch: 1679/3108] mIoU: 51.97  |  FB-IoU: 67.63 |  0: 48.36    |  1: 57.49    |  2: 56.31    |  3: 60.11    |  4: 37.56   
[Batch: 1680/3108] mIoU: 51.97  |  FB-IoU: 67.63 |  0: 48.38    |  1: 57.49    |  2: 56.31    |  3: 60.11    |  4: 37.56   
[Batch: 1681/3108] mIoU: 51.94  |  FB-IoU: 67.63 |  0: 48.38    |  1: 57.34    |  2: 56.31    |  3: 60.11    |  4: 37.56   
[Batch: 1682/3108] mIoU: 51.94  |  FB-IoU: 67.63 |  0: 48.38    |  1: 57.34    |  2: 56.31    |  3: 60.12    |  4: 37.56   
[Batch: 1683/3108] mIoU: 51.94  |  FB-IoU: 67.63 |  0: 48.37    |  1: 57.34    |  2: 56.31    |  3: 60.12    |  4: 37.56   
[Batch: 1684/3108] mIoU: 51.94  |  FB-IoU: 67.63 |  0: 48.37    |  1: 57.34    |  2: 56.31    |  3: 60.12    |  4: 37.56   
[Batch: 1685/3108] mIoU: 51.94  |  FB-IoU: 67.63 |  0: 48.35    |  1: 57.34    |  2: 56.31    |  3: 60.12    |  4: 37.56   
[Batch: 1686/3108] mIoU: 51.94  |  FB-IoU: 67.63 |  0: 48.35    |  1: 57.34    |  2: 56.31    |  3: 60.11    |  4: 37.56   
[Batch: 1687/3108] mIoU: 51.93  |  FB-IoU: 67.63 |  0: 48.35    |  1: 57.34    |  2: 56.31    |  3: 60.09    |  4: 37.56   
[Batch: 1688/3108] mIoU: 51.94  |  FB-IoU: 67.63 |  0: 48.38    |  1: 57.34    |  2: 56.31    |  3: 60.09    |  4: 37.56   
[Batch: 1689/3108] mIoU: 51.93  |  FB-IoU: 67.62 |  0: 48.33    |  1: 57.34    |  2: 56.31    |  3: 60.09    |  4: 37.56   
[Batch: 1690/3108] mIoU: 51.93  |  FB-IoU: 67.62 |  0: 48.33    |  1: 57.34    |  2: 56.31    |  3: 60.09    |  4: 37.56   
[Batch: 1691/3108] mIoU: 51.93  |  FB-IoU: 67.62 |  0: 48.33    |  1: 57.34    |  2: 56.31    |  3: 60.09    |  4: 37.56   
[Batch: 1692/3108] mIoU: 51.93  |  FB-IoU: 67.63 |  0: 48.35    |  1: 57.34    |  2: 56.31    |  3: 60.09    |  4: 37.56   
[Batch: 1693/3108] mIoU: 51.93  |  FB-IoU: 67.63 |  0: 48.35    |  1: 57.34    |  2: 56.31    |  3: 60.09    |  4: 37.56   
[Batch: 1694/3108] mIoU: 51.98  |  FB-IoU: 67.65 |  0: 48.35    |  1: 57.59    |  2: 56.31    |  3: 60.09    |  4: 37.56   
[Batch: 1695/3108] mIoU: 52.00  |  FB-IoU: 67.66 |  0: 48.35    |  1: 57.59    |  2: 56.40    |  3: 60.09    |  4: 37.56   
[Batch: 1696/3108] mIoU: 52.01  |  FB-IoU: 67.67 |  0: 48.39    |  1: 57.59    |  2: 56.40    |  3: 60.09    |  4: 37.56   
[Batch: 1697/3108] mIoU: 52.00  |  FB-IoU: 67.66 |  0: 48.38    |  1: 57.59    |  2: 56.40    |  3: 60.09    |  4: 37.56   
[Batch: 1698/3108] mIoU: 52.02  |  FB-IoU: 67.67 |  0: 48.38    |  1: 57.59    |  2: 56.46    |  3: 60.09    |  4: 37.56   
[Batch: 1699/3108] mIoU: 51.99  |  FB-IoU: 67.66 |  0: 48.38    |  1: 57.46    |  2: 56.46    |  3: 60.09    |  4: 37.56   
[Batch: 1700/3108] mIoU: 52.03  |  FB-IoU: 67.68 |  0: 48.38    |  1: 57.46    |  2: 56.64    |  3: 60.09    |  4: 37.56   
[Batch: 1701/3108] mIoU: 52.09  |  FB-IoU: 67.70 |  0: 48.38    |  1: 57.78    |  2: 56.64    |  3: 60.09    |  4: 37.56   
[Batch: 1702/3108] mIoU: 52.09  |  FB-IoU: 67.70 |  0: 48.40    |  1: 57.78    |  2: 56.64    |  3: 60.09    |  4: 37.56   
[Batch: 1703/3108] mIoU: 52.09  |  FB-IoU: 67.71 |  0: 48.41    |  1: 57.78    |  2: 56.64    |  3: 60.09    |  4: 37.56   
[Batch: 1704/3108] mIoU: 52.10  |  FB-IoU: 67.71 |  0: 48.42    |  1: 57.78    |  2: 56.64    |  3: 60.09    |  4: 37.56   
[Batch: 1705/3108] mIoU: 52.08  |  FB-IoU: 67.70 |  0: 48.42    |  1: 57.78    |  2: 56.64    |  3: 60.02    |  4: 37.56   
[Batch: 1706/3108] mIoU: 52.10  |  FB-IoU: 67.71 |  0: 48.42    |  1: 57.78    |  2: 56.64    |  3: 60.02    |  4: 37.64   
[Batch: 1707/3108] mIoU: 52.19  |  FB-IoU: 67.72 |  0: 48.42    |  1: 57.78    |  2: 56.64    |  3: 60.02    |  4: 38.10   
[Batch: 1708/3108] mIoU: 52.20  |  FB-IoU: 67.72 |  0: 48.44    |  1: 57.78    |  2: 56.64    |  3: 60.02    |  4: 38.10   
[Batch: 1709/3108] mIoU: 52.12  |  FB-IoU: 67.69 |  0: 48.44    |  1: 57.78    |  2: 56.27    |  3: 60.02    |  4: 38.10   
[Batch: 1710/3108] mIoU: 52.12  |  FB-IoU: 67.70 |  0: 48.44    |  1: 57.78    |  2: 56.27    |  3: 60.03    |  4: 38.10   
[Batch: 1711/3108] mIoU: 52.13  |  FB-IoU: 67.70 |  0: 48.45    |  1: 57.78    |  2: 56.27    |  3: 60.03    |  4: 38.10   
[Batch: 1712/3108] mIoU: 52.12  |  FB-IoU: 67.70 |  0: 48.45    |  1: 57.78    |  2: 56.27    |  3: 60.02    |  4: 38.10   
[Batch: 1713/3108] mIoU: 52.15  |  FB-IoU: 67.73 |  0: 48.45    |  1: 57.78    |  2: 56.27    |  3: 60.14    |  4: 38.10   
[Batch: 1714/3108] mIoU: 52.15  |  FB-IoU: 67.73 |  0: 48.47    |  1: 57.78    |  2: 56.27    |  3: 60.14    |  4: 38.10   
[Batch: 1715/3108] mIoU: 52.22  |  FB-IoU: 67.75 |  0: 48.47    |  1: 57.78    |  2: 56.62    |  3: 60.14    |  4: 38.10   
[Batch: 1716/3108] mIoU: 52.23  |  FB-IoU: 67.77 |  0: 48.47    |  1: 57.78    |  2: 56.62    |  3: 60.19    |  4: 38.10   
[Batch: 1717/3108] mIoU: 52.24  |  FB-IoU: 67.78 |  0: 48.47    |  1: 57.78    |  2: 56.62    |  3: 60.25    |  4: 38.10   
[Batch: 1718/3108] mIoU: 52.24  |  FB-IoU: 67.78 |  0: 48.46    |  1: 57.78    |  2: 56.62    |  3: 60.25    |  4: 38.10   
[Batch: 1719/3108] mIoU: 52.26  |  FB-IoU: 67.80 |  0: 48.46    |  1: 57.78    |  2: 56.62    |  3: 60.32    |  4: 38.10   
[Batch: 1720/3108] mIoU: 52.26  |  FB-IoU: 67.80 |  0: 48.47    |  1: 57.78    |  2: 56.62    |  3: 60.32    |  4: 38.10   
[Batch: 1721/3108] mIoU: 52.26  |  FB-IoU: 67.80 |  0: 48.48    |  1: 57.78    |  2: 56.62    |  3: 60.32    |  4: 38.10   
[Batch: 1722/3108] mIoU: 52.26  |  FB-IoU: 67.80 |  0: 48.47    |  1: 57.78    |  2: 56.62    |  3: 60.32    |  4: 38.10   
[Batch: 1723/3108] mIoU: 52.26  |  FB-IoU: 67.81 |  0: 48.47    |  1: 57.78    |  2: 56.62    |  3: 60.32    |  4: 38.10   
[Batch: 1724/3108] mIoU: 52.27  |  FB-IoU: 67.82 |  0: 48.51    |  1: 57.78    |  2: 56.62    |  3: 60.32    |  4: 38.10   
[Batch: 1725/3108] mIoU: 52.29  |  FB-IoU: 67.82 |  0: 48.51    |  1: 57.89    |  2: 56.62    |  3: 60.32    |  4: 38.10   
[Batch: 1726/3108] mIoU: 52.28  |  FB-IoU: 67.82 |  0: 48.49    |  1: 57.89    |  2: 56.62    |  3: 60.32    |  4: 38.10   
[Batch: 1727/3108] mIoU: 52.28  |  FB-IoU: 67.83 |  0: 48.49    |  1: 57.89    |  2: 56.62    |  3: 60.32    |  4: 38.10   
[Batch: 1728/3108] mIoU: 52.28  |  FB-IoU: 67.82 |  0: 48.49    |  1: 57.89    |  2: 56.62    |  3: 60.29    |  4: 38.10   
[Batch: 1729/3108] mIoU: 52.29  |  FB-IoU: 67.83 |  0: 48.49    |  1: 57.96    |  2: 56.62    |  3: 60.29    |  4: 38.10   
[Batch: 1730/3108] mIoU: 52.30  |  FB-IoU: 67.84 |  0: 48.55    |  1: 57.96    |  2: 56.62    |  3: 60.29    |  4: 38.10   
[Batch: 1731/3108] mIoU: 52.30  |  FB-IoU: 67.84 |  0: 48.52    |  1: 57.96    |  2: 56.62    |  3: 60.29    |  4: 38.10   
[Batch: 1732/3108] mIoU: 52.30  |  FB-IoU: 67.85 |  0: 48.55    |  1: 57.96    |  2: 56.62    |  3: 60.29    |  4: 38.10   
[Batch: 1733/3108] mIoU: 52.32  |  FB-IoU: 67.87 |  0: 48.55    |  1: 57.96    |  2: 56.62    |  3: 60.38    |  4: 38.10   
[Batch: 1734/3108] mIoU: 52.32  |  FB-IoU: 67.86 |  0: 48.53    |  1: 57.96    |  2: 56.62    |  3: 60.38    |  4: 38.10   
[Batch: 1735/3108] mIoU: 52.32  |  FB-IoU: 67.87 |  0: 48.53    |  1: 57.96    |  2: 56.62    |  3: 60.41    |  4: 38.10   
[Batch: 1736/3108] mIoU: 52.25  |  FB-IoU: 67.85 |  0: 48.53    |  1: 57.57    |  2: 56.62    |  3: 60.41    |  4: 38.10   
[Batch: 1737/3108] mIoU: 52.25  |  FB-IoU: 67.84 |  0: 48.53    |  1: 57.57    |  2: 56.62    |  3: 60.41    |  4: 38.10   
[Batch: 1738/3108] mIoU: 52.25  |  FB-IoU: 67.85 |  0: 48.53    |  1: 57.57    |  2: 56.62    |  3: 60.44    |  4: 38.10   
[Batch: 1739/3108] mIoU: 52.26  |  FB-IoU: 67.86 |  0: 48.55    |  1: 57.57    |  2: 56.62    |  3: 60.44    |  4: 38.10   
[Batch: 1740/3108] mIoU: 52.26  |  FB-IoU: 67.86 |  0: 48.58    |  1: 57.57    |  2: 56.62    |  3: 60.44    |  4: 38.10   
[Batch: 1741/3108] mIoU: 52.25  |  FB-IoU: 67.86 |  0: 48.58    |  1: 57.57    |  2: 56.55    |  3: 60.44    |  4: 38.10   
[Batch: 1742/3108] mIoU: 52.31  |  FB-IoU: 67.88 |  0: 48.58    |  1: 57.89    |  2: 56.55    |  3: 60.44    |  4: 38.10   
[Batch: 1743/3108] mIoU: 52.31  |  FB-IoU: 67.87 |  0: 48.59    |  1: 57.89    |  2: 56.55    |  3: 60.44    |  4: 38.10   
[Batch: 1744/3108] mIoU: 52.25  |  FB-IoU: 67.85 |  0: 48.59    |  1: 57.89    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1745/3108] mIoU: 52.25  |  FB-IoU: 67.85 |  0: 48.58    |  1: 57.89    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1746/3108] mIoU: 52.25  |  FB-IoU: 67.86 |  0: 48.58    |  1: 57.90    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1747/3108] mIoU: 52.24  |  FB-IoU: 67.84 |  0: 48.52    |  1: 57.90    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1748/3108] mIoU: 52.24  |  FB-IoU: 67.84 |  0: 48.53    |  1: 57.90    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1749/3108] mIoU: 52.23  |  FB-IoU: 67.82 |  0: 48.48    |  1: 57.90    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1750/3108] mIoU: 52.23  |  FB-IoU: 67.82 |  0: 48.45    |  1: 57.90    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1751/3108] mIoU: 52.24  |  FB-IoU: 67.83 |  0: 48.49    |  1: 57.90    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1752/3108] mIoU: 52.27  |  FB-IoU: 67.84 |  0: 48.49    |  1: 58.09    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1753/3108] mIoU: 52.27  |  FB-IoU: 67.84 |  0: 48.50    |  1: 58.09    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1754/3108] mIoU: 52.28  |  FB-IoU: 67.85 |  0: 48.52    |  1: 58.09    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1755/3108] mIoU: 52.26  |  FB-IoU: 67.81 |  0: 48.43    |  1: 58.09    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1756/3108] mIoU: 52.27  |  FB-IoU: 67.81 |  0: 48.45    |  1: 58.09    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1757/3108] mIoU: 52.27  |  FB-IoU: 67.82 |  0: 48.46    |  1: 58.09    |  2: 56.24    |  3: 60.44    |  4: 38.10   
[Batch: 1758/3108] mIoU: 52.27  |  FB-IoU: 67.82 |  0: 48.46    |  1: 58.09    |  2: 56.24    |  3: 60.43    |  4: 38.10   
[Batch: 1759/3108] mIoU: 52.26  |  FB-IoU: 67.81 |  0: 48.45    |  1: 58.09    |  2: 56.24    |  3: 60.43    |  4: 38.10   
[Batch: 1760/3108] mIoU: 52.28  |  FB-IoU: 67.83 |  0: 48.45    |  1: 58.09    |  2: 56.24    |  3: 60.52    |  4: 38.10   
[Batch: 1761/3108] mIoU: 52.29  |  FB-IoU: 67.84 |  0: 48.45    |  1: 58.09    |  2: 56.24    |  3: 60.57    |  4: 38.10   
[Batch: 1762/3108] mIoU: 52.29  |  FB-IoU: 67.84 |  0: 48.45    |  1: 58.09    |  2: 56.24    |  3: 60.57    |  4: 38.10   
[Batch: 1763/3108] mIoU: 52.24  |  FB-IoU: 67.82 |  0: 48.45    |  1: 58.09    |  2: 56.24    |  3: 60.57    |  4: 37.86   
[Batch: 1764/3108] mIoU: 52.25  |  FB-IoU: 67.83 |  0: 48.45    |  1: 58.09    |  2: 56.24    |  3: 60.61    |  4: 37.86   
[Batch: 1765/3108] mIoU: 52.25  |  FB-IoU: 67.84 |  0: 48.45    |  1: 58.09    |  2: 56.24    |  3: 60.63    |  4: 37.86   
[Batch: 1766/3108] mIoU: 52.26  |  FB-IoU: 67.84 |  0: 48.47    |  1: 58.09    |  2: 56.24    |  3: 60.63    |  4: 37.86   
[Batch: 1767/3108] mIoU: 52.25  |  FB-IoU: 67.82 |  0: 48.46    |  1: 58.09    |  2: 56.24    |  3: 60.63    |  4: 37.86   
[Batch: 1768/3108] mIoU: 52.25  |  FB-IoU: 67.83 |  0: 48.46    |  1: 58.09    |  2: 56.24    |  3: 60.62    |  4: 37.86   
[Batch: 1769/3108] mIoU: 52.25  |  FB-IoU: 67.82 |  0: 48.43    |  1: 58.09    |  2: 56.24    |  3: 60.62    |  4: 37.86   
[Batch: 1770/3108] mIoU: 52.25  |  FB-IoU: 67.82 |  0: 48.44    |  1: 58.09    |  2: 56.24    |  3: 60.62    |  4: 37.86   
[Batch: 1771/3108] mIoU: 52.24  |  FB-IoU: 67.81 |  0: 48.41    |  1: 58.09    |  2: 56.24    |  3: 60.62    |  4: 37.86   
[Batch: 1772/3108] mIoU: 52.23  |  FB-IoU: 67.80 |  0: 48.41    |  1: 58.09    |  2: 56.24    |  3: 60.55    |  4: 37.86   
[Batch: 1773/3108] mIoU: 52.14  |  FB-IoU: 67.76 |  0: 48.41    |  1: 58.09    |  2: 56.24    |  3: 60.55    |  4: 37.40   
[Batch: 1774/3108] mIoU: 52.13  |  FB-IoU: 67.75 |  0: 48.38    |  1: 58.09    |  2: 56.24    |  3: 60.55    |  4: 37.40   
[Batch: 1775/3108] mIoU: 52.20  |  FB-IoU: 67.77 |  0: 48.38    |  1: 58.09    |  2: 56.58    |  3: 60.55    |  4: 37.40   
[Batch: 1776/3108] mIoU: 52.12  |  FB-IoU: 67.73 |  0: 48.38    |  1: 58.09    |  2: 56.58    |  3: 60.55    |  4: 37.00   
[Batch: 1777/3108] mIoU: 52.13  |  FB-IoU: 67.74 |  0: 48.41    |  1: 58.09    |  2: 56.58    |  3: 60.55    |  4: 37.00   
[Batch: 1778/3108] mIoU: 52.14  |  FB-IoU: 67.74 |  0: 48.45    |  1: 58.09    |  2: 56.58    |  3: 60.55    |  4: 37.00   
[Batch: 1779/3108] mIoU: 52.13  |  FB-IoU: 67.72 |  0: 48.43    |  1: 58.09    |  2: 56.58    |  3: 60.55    |  4: 37.00   
[Batch: 1780/3108] mIoU: 52.12  |  FB-IoU: 67.71 |  0: 48.39    |  1: 58.09    |  2: 56.58    |  3: 60.55    |  4: 37.00   
[Batch: 1781/3108] mIoU: 52.13  |  FB-IoU: 67.71 |  0: 48.39    |  1: 58.11    |  2: 56.58    |  3: 60.55    |  4: 37.00   
[Batch: 1782/3108] mIoU: 52.12  |  FB-IoU: 67.71 |  0: 48.38    |  1: 58.11    |  2: 56.58    |  3: 60.55    |  4: 37.00   
[Batch: 1783/3108] mIoU: 52.14  |  FB-IoU: 67.72 |  0: 48.38    |  1: 58.17    |  2: 56.58    |  3: 60.55    |  4: 37.00   
[Batch: 1784/3108] mIoU: 52.25  |  FB-IoU: 67.75 |  0: 48.38    |  1: 58.17    |  2: 57.16    |  3: 60.55    |  4: 37.00   
[Batch: 1785/3108] mIoU: 52.27  |  FB-IoU: 67.76 |  0: 48.38    |  1: 58.17    |  2: 57.16    |  3: 60.64    |  4: 37.00   
[Batch: 1786/3108] mIoU: 52.25  |  FB-IoU: 67.72 |  0: 48.26    |  1: 58.17    |  2: 57.16    |  3: 60.64    |  4: 37.00   
[Batch: 1787/3108] mIoU: 52.25  |  FB-IoU: 67.73 |  0: 48.26    |  1: 58.17    |  2: 57.16    |  3: 60.65    |  4: 37.00   
[Batch: 1788/3108] mIoU: 52.25  |  FB-IoU: 67.73 |  0: 48.27    |  1: 58.17    |  2: 57.16    |  3: 60.65    |  4: 37.00   
[Batch: 1789/3108] mIoU: 52.26  |  FB-IoU: 67.74 |  0: 48.27    |  1: 58.17    |  2: 57.16    |  3: 60.71    |  4: 37.00   
[Batch: 1790/3108] mIoU: 52.26  |  FB-IoU: 67.74 |  0: 48.27    |  1: 58.17    |  2: 57.16    |  3: 60.71    |  4: 37.00   
[Batch: 1791/3108] mIoU: 52.27  |  FB-IoU: 67.75 |  0: 48.27    |  1: 58.19    |  2: 57.16    |  3: 60.71    |  4: 37.00   
[Batch: 1792/3108] mIoU: 52.32  |  FB-IoU: 67.76 |  0: 48.27    |  1: 58.19    |  2: 57.16    |  3: 60.71    |  4: 37.29   
[Batch: 1793/3108] mIoU: 52.33  |  FB-IoU: 67.77 |  0: 48.27    |  1: 58.19    |  2: 57.16    |  3: 60.75    |  4: 37.29   
[Batch: 1794/3108] mIoU: 52.32  |  FB-IoU: 67.76 |  0: 48.27    |  1: 58.19    |  2: 57.16    |  3: 60.70    |  4: 37.29   
[Batch: 1795/3108] mIoU: 52.33  |  FB-IoU: 67.77 |  0: 48.27    |  1: 58.19    |  2: 57.16    |  3: 60.72    |  4: 37.29   
[Batch: 1796/3108] mIoU: 52.33  |  FB-IoU: 67.76 |  0: 48.28    |  1: 58.19    |  2: 57.16    |  3: 60.72    |  4: 37.29   
[Batch: 1797/3108] mIoU: 52.33  |  FB-IoU: 67.77 |  0: 48.28    |  1: 58.19    |  2: 57.16    |  3: 60.73    |  4: 37.29   
[Batch: 1798/3108] mIoU: 52.33  |  FB-IoU: 67.78 |  0: 48.29    |  1: 58.19    |  2: 57.16    |  3: 60.73    |  4: 37.29   
[Batch: 1799/3108] mIoU: 52.34  |  FB-IoU: 67.78 |  0: 48.32    |  1: 58.19    |  2: 57.16    |  3: 60.73    |  4: 37.29   
[Batch: 1800/3108] mIoU: 52.34  |  FB-IoU: 67.79 |  0: 48.34    |  1: 58.19    |  2: 57.16    |  3: 60.73    |  4: 37.29   
[Batch: 1801/3108] mIoU: 52.35  |  FB-IoU: 67.80 |  0: 48.34    |  1: 58.19    |  2: 57.16    |  3: 60.75    |  4: 37.29   
[Batch: 1802/3108] mIoU: 52.33  |  FB-IoU: 67.80 |  0: 48.34    |  1: 58.19    |  2: 57.08    |  3: 60.75    |  4: 37.29   
[Batch: 1803/3108] mIoU: 52.34  |  FB-IoU: 67.81 |  0: 48.34    |  1: 58.19    |  2: 57.08    |  3: 60.78    |  4: 37.29   
[Batch: 1804/3108] mIoU: 52.35  |  FB-IoU: 67.81 |  0: 48.34    |  1: 58.25    |  2: 57.08    |  3: 60.78    |  4: 37.29   
[Batch: 1805/3108] mIoU: 52.35  |  FB-IoU: 67.81 |  0: 48.37    |  1: 58.25    |  2: 57.08    |  3: 60.78    |  4: 37.29   
[Batch: 1806/3108] mIoU: 52.35  |  FB-IoU: 67.80 |  0: 48.32    |  1: 58.25    |  2: 57.08    |  3: 60.78    |  4: 37.29   
[Batch: 1807/3108] mIoU: 52.35  |  FB-IoU: 67.80 |  0: 48.33    |  1: 58.25    |  2: 57.08    |  3: 60.78    |  4: 37.29   
[Batch: 1808/3108] mIoU: 52.35  |  FB-IoU: 67.81 |  0: 48.35    |  1: 58.25    |  2: 57.08    |  3: 60.78    |  4: 37.29   
[Batch: 1809/3108] mIoU: 52.35  |  FB-IoU: 67.81 |  0: 48.34    |  1: 58.25    |  2: 57.08    |  3: 60.78    |  4: 37.29   
[Batch: 1810/3108] mIoU: 52.35  |  FB-IoU: 67.81 |  0: 48.36    |  1: 58.25    |  2: 57.08    |  3: 60.78    |  4: 37.29   
[Batch: 1811/3108] mIoU: 52.35  |  FB-IoU: 67.80 |  0: 48.34    |  1: 58.25    |  2: 57.08    |  3: 60.78    |  4: 37.29   
[Batch: 1812/3108] mIoU: 52.36  |  FB-IoU: 67.81 |  0: 48.34    |  1: 58.25    |  2: 57.08    |  3: 60.82    |  4: 37.29   
[Batch: 1813/3108] mIoU: 52.35  |  FB-IoU: 67.79 |  0: 48.30    |  1: 58.25    |  2: 57.08    |  3: 60.82    |  4: 37.29   
[Batch: 1814/3108] mIoU: 52.35  |  FB-IoU: 67.80 |  0: 48.32    |  1: 58.25    |  2: 57.08    |  3: 60.82    |  4: 37.29   
[Batch: 1815/3108] mIoU: 52.14  |  FB-IoU: 67.74 |  0: 48.32    |  1: 57.18    |  2: 57.08    |  3: 60.82    |  4: 37.29   
[Batch: 1816/3108] mIoU: 52.14  |  FB-IoU: 67.74 |  0: 48.33    |  1: 57.18    |  2: 57.08    |  3: 60.82    |  4: 37.29   
[Batch: 1817/3108] mIoU: 52.14  |  FB-IoU: 67.75 |  0: 48.35    |  1: 57.18    |  2: 57.08    |  3: 60.82    |  4: 37.29   
[Batch: 1818/3108] mIoU: 52.15  |  FB-IoU: 67.75 |  0: 48.35    |  1: 57.18    |  2: 57.08    |  3: 60.85    |  4: 37.29   
[Batch: 1819/3108] mIoU: 52.16  |  FB-IoU: 67.77 |  0: 48.35    |  1: 57.18    |  2: 57.08    |  3: 60.89    |  4: 37.29   
[Batch: 1820/3108] mIoU: 52.18  |  FB-IoU: 67.78 |  0: 48.35    |  1: 57.18    |  2: 57.08    |  3: 60.98    |  4: 37.29   
[Batch: 1821/3108] mIoU: 52.19  |  FB-IoU: 67.79 |  0: 48.40    |  1: 57.18    |  2: 57.08    |  3: 60.98    |  4: 37.29   
[Batch: 1822/3108] mIoU: 52.18  |  FB-IoU: 67.80 |  0: 48.40    |  1: 57.18    |  2: 57.07    |  3: 60.98    |  4: 37.29   
[Batch: 1823/3108] mIoU: 52.19  |  FB-IoU: 67.80 |  0: 48.40    |  1: 57.18    |  2: 57.07    |  3: 60.99    |  4: 37.29   
[Batch: 1824/3108] mIoU: 52.20  |  FB-IoU: 67.81 |  0: 48.40    |  1: 57.23    |  2: 57.07    |  3: 60.99    |  4: 37.29   
[Batch: 1825/3108] mIoU: 52.20  |  FB-IoU: 67.81 |  0: 48.40    |  1: 57.23    |  2: 57.07    |  3: 61.02    |  4: 37.29   
[Batch: 1826/3108] mIoU: 52.20  |  FB-IoU: 67.82 |  0: 48.41    |  1: 57.23    |  2: 57.07    |  3: 61.02    |  4: 37.29   
[Batch: 1827/3108] mIoU: 52.19  |  FB-IoU: 67.81 |  0: 48.41    |  1: 57.23    |  2: 57.07    |  3: 60.96    |  4: 37.29   
[Batch: 1828/3108] mIoU: 52.19  |  FB-IoU: 67.81 |  0: 48.40    |  1: 57.23    |  2: 57.07    |  3: 60.96    |  4: 37.29   
[Batch: 1829/3108] mIoU: 52.24  |  FB-IoU: 67.83 |  0: 48.40    |  1: 57.48    |  2: 57.07    |  3: 60.96    |  4: 37.29   
[Batch: 1830/3108] mIoU: 52.24  |  FB-IoU: 67.83 |  0: 48.39    |  1: 57.48    |  2: 57.07    |  3: 60.96    |  4: 37.29   
[Batch: 1831/3108] mIoU: 52.24  |  FB-IoU: 67.83 |  0: 48.39    |  1: 57.48    |  2: 57.07    |  3: 60.96    |  4: 37.30   
[Batch: 1832/3108] mIoU: 52.27  |  FB-IoU: 67.84 |  0: 48.39    |  1: 57.48    |  2: 57.07    |  3: 60.96    |  4: 37.45   
[Batch: 1833/3108] mIoU: 52.26  |  FB-IoU: 67.83 |  0: 48.36    |  1: 57.48    |  2: 57.07    |  3: 60.96    |  4: 37.45   
[Batch: 1834/3108] mIoU: 52.28  |  FB-IoU: 67.83 |  0: 48.36    |  1: 57.56    |  2: 57.07    |  3: 60.96    |  4: 37.45   
[Batch: 1835/3108] mIoU: 52.28  |  FB-IoU: 67.83 |  0: 48.36    |  1: 57.56    |  2: 57.07    |  3: 60.94    |  4: 37.45   
[Batch: 1836/3108] mIoU: 52.27  |  FB-IoU: 67.83 |  0: 48.34    |  1: 57.56    |  2: 57.07    |  3: 60.94    |  4: 37.45   
[Batch: 1837/3108] mIoU: 52.27  |  FB-IoU: 67.82 |  0: 48.33    |  1: 57.56    |  2: 57.07    |  3: 60.94    |  4: 37.45   
[Batch: 1838/3108] mIoU: 52.27  |  FB-IoU: 67.82 |  0: 48.34    |  1: 57.56    |  2: 57.07    |  3: 60.94    |  4: 37.45   
[Batch: 1839/3108] mIoU: 52.27  |  FB-IoU: 67.82 |  0: 48.34    |  1: 57.56    |  2: 57.07    |  3: 60.94    |  4: 37.45   
[Batch: 1840/3108] mIoU: 52.29  |  FB-IoU: 67.84 |  0: 48.34    |  1: 57.56    |  2: 57.07    |  3: 61.04    |  4: 37.45   
[Batch: 1841/3108] mIoU: 52.40  |  FB-IoU: 67.87 |  0: 48.34    |  1: 57.56    |  2: 57.60    |  3: 61.04    |  4: 37.45   
[Batch: 1842/3108] mIoU: 52.40  |  FB-IoU: 67.87 |  0: 48.35    |  1: 57.56    |  2: 57.60    |  3: 61.04    |  4: 37.45   
[Batch: 1843/3108] mIoU: 52.42  |  FB-IoU: 67.89 |  0: 48.35    |  1: 57.56    |  2: 57.60    |  3: 61.13    |  4: 37.45   
[Batch: 1844/3108] mIoU: 52.41  |  FB-IoU: 67.86 |  0: 48.29    |  1: 57.56    |  2: 57.60    |  3: 61.13    |  4: 37.45   
[Batch: 1845/3108] mIoU: 52.40  |  FB-IoU: 67.86 |  0: 48.29    |  1: 57.56    |  2: 57.58    |  3: 61.13    |  4: 37.45   
[Batch: 1846/3108] mIoU: 52.42  |  FB-IoU: 67.88 |  0: 48.29    |  1: 57.56    |  2: 57.58    |  3: 61.20    |  4: 37.45   
[Batch: 1847/3108] mIoU: 52.42  |  FB-IoU: 67.88 |  0: 48.30    |  1: 57.56    |  2: 57.58    |  3: 61.20    |  4: 37.45   
[Batch: 1848/3108] mIoU: 52.43  |  FB-IoU: 67.90 |  0: 48.30    |  1: 57.56    |  2: 57.58    |  3: 61.28    |  4: 37.45   
[Batch: 1849/3108] mIoU: 52.45  |  FB-IoU: 67.91 |  0: 48.30    |  1: 57.56    |  2: 57.58    |  3: 61.34    |  4: 37.45   
[Batch: 1850/3108] mIoU: 52.45  |  FB-IoU: 67.92 |  0: 48.34    |  1: 57.56    |  2: 57.58    |  3: 61.34    |  4: 37.45   
[Batch: 1851/3108] mIoU: 52.45  |  FB-IoU: 67.92 |  0: 48.34    |  1: 57.56    |  2: 57.58    |  3: 61.32    |  4: 37.45   
[Batch: 1852/3108] mIoU: 52.45  |  FB-IoU: 67.92 |  0: 48.34    |  1: 57.56    |  2: 57.56    |  3: 61.32    |  4: 37.45   
[Batch: 1853/3108] mIoU: 52.44  |  FB-IoU: 67.93 |  0: 48.34    |  1: 57.56    |  2: 57.56    |  3: 61.31    |  4: 37.45   
[Batch: 1854/3108] mIoU: 52.45  |  FB-IoU: 67.93 |  0: 48.37    |  1: 57.56    |  2: 57.56    |  3: 61.31    |  4: 37.45   
[Batch: 1855/3108] mIoU: 52.47  |  FB-IoU: 67.95 |  0: 48.37    |  1: 57.56    |  2: 57.56    |  3: 61.41    |  4: 37.45   
[Batch: 1856/3108] mIoU: 52.47  |  FB-IoU: 67.95 |  0: 48.38    |  1: 57.56    |  2: 57.56    |  3: 61.41    |  4: 37.45   
[Batch: 1857/3108] mIoU: 52.48  |  FB-IoU: 67.96 |  0: 48.38    |  1: 57.59    |  2: 57.56    |  3: 61.41    |  4: 37.45   
[Batch: 1858/3108] mIoU: 52.46  |  FB-IoU: 67.92 |  0: 48.30    |  1: 57.59    |  2: 57.56    |  3: 61.41    |  4: 37.45   
[Batch: 1859/3108] mIoU: 52.46  |  FB-IoU: 67.92 |  0: 48.30    |  1: 57.59    |  2: 57.56    |  3: 61.38    |  4: 37.45   
[Batch: 1860/3108] mIoU: 52.45  |  FB-IoU: 67.91 |  0: 48.27    |  1: 57.59    |  2: 57.56    |  3: 61.38    |  4: 37.45   
[Batch: 1861/3108] mIoU: 52.45  |  FB-IoU: 67.91 |  0: 48.27    |  1: 57.59    |  2: 57.56    |  3: 61.38    |  4: 37.45   
[Batch: 1862/3108] mIoU: 52.43  |  FB-IoU: 67.90 |  0: 48.27    |  1: 57.59    |  2: 57.47    |  3: 61.38    |  4: 37.45   
[Batch: 1863/3108] mIoU: 52.43  |  FB-IoU: 67.89 |  0: 48.27    |  1: 57.59    |  2: 57.47    |  3: 61.38    |  4: 37.41   
[Batch: 1864/3108] mIoU: 52.43  |  FB-IoU: 67.90 |  0: 48.27    |  1: 57.61    |  2: 57.47    |  3: 61.38    |  4: 37.41   
[Batch: 1865/3108] mIoU: 52.43  |  FB-IoU: 67.90 |  0: 48.28    |  1: 57.61    |  2: 57.47    |  3: 61.38    |  4: 37.41   
[Batch: 1866/3108] mIoU: 52.44  |  FB-IoU: 67.91 |  0: 48.30    |  1: 57.61    |  2: 57.47    |  3: 61.38    |  4: 37.41   
[Batch: 1867/3108] mIoU: 52.36  |  FB-IoU: 67.89 |  0: 48.30    |  1: 57.25    |  2: 57.47    |  3: 61.38    |  4: 37.41   
[Batch: 1868/3108] mIoU: 52.37  |  FB-IoU: 67.89 |  0: 48.32    |  1: 57.25    |  2: 57.47    |  3: 61.38    |  4: 37.41   
[Batch: 1869/3108] mIoU: 52.44  |  FB-IoU: 67.91 |  0: 48.32    |  1: 57.25    |  2: 57.47    |  3: 61.38    |  4: 37.76   
[Batch: 1870/3108] mIoU: 52.44  |  FB-IoU: 67.91 |  0: 48.32    |  1: 57.25    |  2: 57.47    |  3: 61.38    |  4: 37.76   
[Batch: 1871/3108] mIoU: 52.44  |  FB-IoU: 67.92 |  0: 48.33    |  1: 57.25    |  2: 57.47    |  3: 61.38    |  4: 37.76   
[Batch: 1872/3108] mIoU: 52.44  |  FB-IoU: 67.92 |  0: 48.33    |  1: 57.25    |  2: 57.47    |  3: 61.38    |  4: 37.76   
[Batch: 1873/3108] mIoU: 52.45  |  FB-IoU: 67.93 |  0: 48.37    |  1: 57.25    |  2: 57.47    |  3: 61.38    |  4: 37.76   
[Batch: 1874/3108] mIoU: 52.45  |  FB-IoU: 67.93 |  0: 48.37    |  1: 57.25    |  2: 57.47    |  3: 61.41    |  4: 37.76   
[Batch: 1875/3108] mIoU: 52.46  |  FB-IoU: 67.94 |  0: 48.40    |  1: 57.25    |  2: 57.47    |  3: 61.41    |  4: 37.76   
[Batch: 1876/3108] mIoU: 52.44  |  FB-IoU: 67.93 |  0: 48.40    |  1: 57.25    |  2: 57.47    |  3: 61.35    |  4: 37.76   
[Batch: 1877/3108] mIoU: 52.46  |  FB-IoU: 67.94 |  0: 48.40    |  1: 57.25    |  2: 57.47    |  3: 61.42    |  4: 37.76   
[Batch: 1878/3108] mIoU: 52.46  |  FB-IoU: 67.95 |  0: 48.40    |  1: 57.25    |  2: 57.47    |  3: 61.44    |  4: 37.76   
[Batch: 1879/3108] mIoU: 52.47  |  FB-IoU: 67.96 |  0: 48.42    |  1: 57.25    |  2: 57.47    |  3: 61.44    |  4: 37.76   
[Batch: 1880/3108] mIoU: 52.48  |  FB-IoU: 67.96 |  0: 48.42    |  1: 57.32    |  2: 57.47    |  3: 61.44    |  4: 37.76   
[Batch: 1881/3108] mIoU: 52.48  |  FB-IoU: 67.97 |  0: 48.43    |  1: 57.32    |  2: 57.47    |  3: 61.44    |  4: 37.76   
[Batch: 1882/3108] mIoU: 52.49  |  FB-IoU: 67.97 |  0: 48.44    |  1: 57.32    |  2: 57.47    |  3: 61.44    |  4: 37.76   
[Batch: 1883/3108] mIoU: 52.49  |  FB-IoU: 67.98 |  0: 48.46    |  1: 57.32    |  2: 57.47    |  3: 61.44    |  4: 37.76   
[Batch: 1884/3108] mIoU: 52.48  |  FB-IoU: 67.97 |  0: 48.43    |  1: 57.32    |  2: 57.47    |  3: 61.44    |  4: 37.76   
[Batch: 1885/3108] mIoU: 52.47  |  FB-IoU: 67.97 |  0: 48.43    |  1: 57.24    |  2: 57.47    |  3: 61.44    |  4: 37.76   
[Batch: 1886/3108] mIoU: 52.47  |  FB-IoU: 67.98 |  0: 48.44    |  1: 57.24    |  2: 57.47    |  3: 61.44    |  4: 37.76   
[Batch: 1887/3108] mIoU: 52.48  |  FB-IoU: 67.99 |  0: 48.44    |  1: 57.24    |  2: 57.47    |  3: 61.51    |  4: 37.76   
[Batch: 1888/3108] mIoU: 52.48  |  FB-IoU: 67.99 |  0: 48.44    |  1: 57.24    |  2: 57.47    |  3: 61.47    |  4: 37.76   
[Batch: 1889/3108] mIoU: 52.48  |  FB-IoU: 67.99 |  0: 48.44    |  1: 57.24    |  2: 57.47    |  3: 61.47    |  4: 37.76   
[Batch: 1890/3108] mIoU: 52.48  |  FB-IoU: 67.99 |  0: 48.44    |  1: 57.24    |  2: 57.47    |  3: 61.47    |  4: 37.76   
[Batch: 1891/3108] mIoU: 52.49  |  FB-IoU: 68.00 |  0: 48.44    |  1: 57.24    |  2: 57.55    |  3: 61.47    |  4: 37.76   
[Batch: 1892/3108] mIoU: 52.51  |  FB-IoU: 68.02 |  0: 48.44    |  1: 57.24    |  2: 57.55    |  3: 61.54    |  4: 37.76   
[Batch: 1893/3108] mIoU: 52.51  |  FB-IoU: 68.02 |  0: 48.44    |  1: 57.24    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1894/3108] mIoU: 52.51  |  FB-IoU: 68.03 |  0: 48.47    |  1: 57.24    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1895/3108] mIoU: 52.51  |  FB-IoU: 68.02 |  0: 48.46    |  1: 57.24    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1896/3108] mIoU: 52.51  |  FB-IoU: 68.02 |  0: 48.45    |  1: 57.24    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1897/3108] mIoU: 52.51  |  FB-IoU: 68.03 |  0: 48.45    |  1: 57.24    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1898/3108] mIoU: 52.51  |  FB-IoU: 68.02 |  0: 48.45    |  1: 57.24    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1899/3108] mIoU: 52.52  |  FB-IoU: 68.03 |  0: 48.45    |  1: 57.30    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1900/3108] mIoU: 52.52  |  FB-IoU: 68.03 |  0: 48.45    |  1: 57.30    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1901/3108] mIoU: 52.52  |  FB-IoU: 68.04 |  0: 48.46    |  1: 57.30    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1902/3108] mIoU: 52.53  |  FB-IoU: 68.05 |  0: 48.50    |  1: 57.30    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1903/3108] mIoU: 52.53  |  FB-IoU: 68.04 |  0: 48.47    |  1: 57.30    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1904/3108] mIoU: 52.52  |  FB-IoU: 68.04 |  0: 48.45    |  1: 57.30    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1905/3108] mIoU: 52.53  |  FB-IoU: 68.04 |  0: 48.47    |  1: 57.30    |  2: 57.55    |  3: 61.55    |  4: 37.76   
[Batch: 1906/3108] mIoU: 52.50  |  FB-IoU: 68.03 |  0: 48.47    |  1: 57.30    |  2: 57.41    |  3: 61.55    |  4: 37.76   
[Batch: 1907/3108] mIoU: 52.53  |  FB-IoU: 68.04 |  0: 48.47    |  1: 57.44    |  2: 57.41    |  3: 61.55    |  4: 37.76   
[Batch: 1908/3108] mIoU: 52.52  |  FB-IoU: 68.03 |  0: 48.47    |  1: 57.44    |  2: 57.41    |  3: 61.50    |  4: 37.76   
[Batch: 1909/3108] mIoU: 52.50  |  FB-IoU: 68.03 |  0: 48.47    |  1: 57.36    |  2: 57.41    |  3: 61.50    |  4: 37.76   
[Batch: 1910/3108] mIoU: 52.50  |  FB-IoU: 68.03 |  0: 48.49    |  1: 57.36    |  2: 57.41    |  3: 61.50    |  4: 37.76   
[Batch: 1911/3108] mIoU: 52.50  |  FB-IoU: 68.04 |  0: 48.49    |  1: 57.36    |  2: 57.41    |  3: 61.50    |  4: 37.76   
[Batch: 1912/3108] mIoU: 52.50  |  FB-IoU: 68.04 |  0: 48.48    |  1: 57.36    |  2: 57.41    |  3: 61.50    |  4: 37.76   
[Batch: 1913/3108] mIoU: 52.53  |  FB-IoU: 68.05 |  0: 48.48    |  1: 57.36    |  2: 57.57    |  3: 61.50    |  4: 37.76   
[Batch: 1914/3108] mIoU: 52.58  |  FB-IoU: 68.06 |  0: 48.48    |  1: 57.61    |  2: 57.57    |  3: 61.50    |  4: 37.76   
[Batch: 1915/3108] mIoU: 52.60  |  FB-IoU: 68.08 |  0: 48.48    |  1: 57.61    |  2: 57.57    |  3: 61.56    |  4: 37.76   
[Batch: 1916/3108] mIoU: 52.71  |  FB-IoU: 68.09 |  0: 48.48    |  1: 57.61    |  2: 57.57    |  3: 61.56    |  4: 38.32   
[Batch: 1917/3108] mIoU: 52.71  |  FB-IoU: 68.10 |  0: 48.50    |  1: 57.61    |  2: 57.57    |  3: 61.56    |  4: 38.32   
[Batch: 1918/3108] mIoU: 52.71  |  FB-IoU: 68.11 |  0: 48.51    |  1: 57.61    |  2: 57.57    |  3: 61.56    |  4: 38.32   
[Batch: 1919/3108] mIoU: 52.73  |  FB-IoU: 68.12 |  0: 48.51    |  1: 57.61    |  2: 57.57    |  3: 61.62    |  4: 38.32   
[Batch: 1920/3108] mIoU: 52.78  |  FB-IoU: 68.13 |  0: 48.51    |  1: 57.61    |  2: 57.57    |  3: 61.62    |  4: 38.59   
[Batch: 1921/3108] mIoU: 52.73  |  FB-IoU: 68.11 |  0: 48.51    |  1: 57.61    |  2: 57.57    |  3: 61.62    |  4: 38.33   
[Batch: 1922/3108] mIoU: 52.77  |  FB-IoU: 68.12 |  0: 48.51    |  1: 57.80    |  2: 57.57    |  3: 61.62    |  4: 38.33   
[Batch: 1923/3108] mIoU: 52.77  |  FB-IoU: 68.13 |  0: 48.51    |  1: 57.80    |  2: 57.57    |  3: 61.62    |  4: 38.33   
[Batch: 1924/3108] mIoU: 52.76  |  FB-IoU: 68.11 |  0: 48.48    |  1: 57.80    |  2: 57.57    |  3: 61.62    |  4: 38.33   
[Batch: 1925/3108] mIoU: 52.76  |  FB-IoU: 68.11 |  0: 48.48    |  1: 57.80    |  2: 57.57    |  3: 61.62    |  4: 38.33   
[Batch: 1926/3108] mIoU: 52.77  |  FB-IoU: 68.11 |  0: 48.52    |  1: 57.80    |  2: 57.57    |  3: 61.62    |  4: 38.33   
[Batch: 1927/3108] mIoU: 52.78  |  FB-IoU: 68.12 |  0: 48.52    |  1: 57.84    |  2: 57.57    |  3: 61.62    |  4: 38.33   
[Batch: 1928/3108] mIoU: 52.79  |  FB-IoU: 68.14 |  0: 48.52    |  1: 57.84    |  2: 57.57    |  3: 61.70    |  4: 38.33   
[Batch: 1929/3108] mIoU: 52.81  |  FB-IoU: 68.15 |  0: 48.58    |  1: 57.84    |  2: 57.57    |  3: 61.70    |  4: 38.33   
[Batch: 1930/3108] mIoU: 52.81  |  FB-IoU: 68.16 |  0: 48.59    |  1: 57.84    |  2: 57.57    |  3: 61.70    |  4: 38.33   
[Batch: 1931/3108] mIoU: 52.88  |  FB-IoU: 68.17 |  0: 48.59    |  1: 57.84    |  2: 57.57    |  3: 61.70    |  4: 38.70   
[Batch: 1932/3108] mIoU: 52.75  |  FB-IoU: 68.13 |  0: 48.59    |  1: 57.18    |  2: 57.57    |  3: 61.70    |  4: 38.70   
[Batch: 1933/3108] mIoU: 52.74  |  FB-IoU: 68.12 |  0: 48.59    |  1: 57.18    |  2: 57.57    |  3: 61.70    |  4: 38.66   
[Batch: 1934/3108] mIoU: 52.89  |  FB-IoU: 68.14 |  0: 48.59    |  1: 57.18    |  2: 57.57    |  3: 61.70    |  4: 39.42   
[Batch: 1935/3108] mIoU: 52.90  |  FB-IoU: 68.15 |  0: 48.61    |  1: 57.18    |  2: 57.57    |  3: 61.70    |  4: 39.42   
[Batch: 1936/3108] mIoU: 52.91  |  FB-IoU: 68.16 |  0: 48.61    |  1: 57.18    |  2: 57.57    |  3: 61.77    |  4: 39.42   
[Batch: 1937/3108] mIoU: 52.91  |  FB-IoU: 68.17 |  0: 48.62    |  1: 57.18    |  2: 57.57    |  3: 61.77    |  4: 39.42   
[Batch: 1938/3108] mIoU: 52.92  |  FB-IoU: 68.17 |  0: 48.62    |  1: 57.20    |  2: 57.57    |  3: 61.77    |  4: 39.42   
[Batch: 1939/3108] mIoU: 52.92  |  FB-IoU: 68.18 |  0: 48.64    |  1: 57.20    |  2: 57.57    |  3: 61.77    |  4: 39.42   
[Batch: 1940/3108] mIoU: 52.92  |  FB-IoU: 68.18 |  0: 48.64    |  1: 57.20    |  2: 57.59    |  3: 61.77    |  4: 39.42   
[Batch: 1941/3108] mIoU: 52.92  |  FB-IoU: 68.18 |  0: 48.64    |  1: 57.20    |  2: 57.59    |  3: 61.74    |  4: 39.42   
[Batch: 1942/3108] mIoU: 52.92  |  FB-IoU: 68.19 |  0: 48.66    |  1: 57.20    |  2: 57.59    |  3: 61.74    |  4: 39.42   
[Batch: 1943/3108] mIoU: 52.92  |  FB-IoU: 68.19 |  0: 48.67    |  1: 57.20    |  2: 57.59    |  3: 61.74    |  4: 39.42   
[Batch: 1944/3108] mIoU: 52.92  |  FB-IoU: 68.19 |  0: 48.67    |  1: 57.20    |  2: 57.59    |  3: 61.72    |  4: 39.42   
[Batch: 1945/3108] mIoU: 52.91  |  FB-IoU: 68.17 |  0: 48.63    |  1: 57.20    |  2: 57.59    |  3: 61.72    |  4: 39.42   
[Batch: 1946/3108] mIoU: 52.92  |  FB-IoU: 68.18 |  0: 48.63    |  1: 57.20    |  2: 57.59    |  3: 61.75    |  4: 39.42   
[Batch: 1947/3108] mIoU: 52.92  |  FB-IoU: 68.18 |  0: 48.64    |  1: 57.20    |  2: 57.59    |  3: 61.75    |  4: 39.42   
[Batch: 1948/3108] mIoU: 52.94  |  FB-IoU: 68.20 |  0: 48.73    |  1: 57.20    |  2: 57.59    |  3: 61.75    |  4: 39.42   
[Batch: 1949/3108] mIoU: 52.94  |  FB-IoU: 68.21 |  0: 48.74    |  1: 57.20    |  2: 57.59    |  3: 61.75    |  4: 39.42   
[Batch: 1950/3108] mIoU: 52.80  |  FB-IoU: 68.16 |  0: 48.74    |  1: 56.49    |  2: 57.59    |  3: 61.75    |  4: 39.42   
[Batch: 1951/3108] mIoU: 52.78  |  FB-IoU: 68.15 |  0: 48.74    |  1: 56.49    |  2: 57.59    |  3: 61.68    |  4: 39.42   
[Batch: 1952/3108] mIoU: 52.78  |  FB-IoU: 68.16 |  0: 48.74    |  1: 56.49    |  2: 57.59    |  3: 61.68    |  4: 39.42   
[Batch: 1953/3108] mIoU: 52.79  |  FB-IoU: 68.16 |  0: 48.75    |  1: 56.49    |  2: 57.59    |  3: 61.68    |  4: 39.42   
[Batch: 1954/3108] mIoU: 52.80  |  FB-IoU: 68.17 |  0: 48.75    |  1: 56.49    |  2: 57.59    |  3: 61.74    |  4: 39.42   
[Batch: 1955/3108] mIoU: 52.80  |  FB-IoU: 68.18 |  0: 48.76    |  1: 56.49    |  2: 57.59    |  3: 61.74    |  4: 39.42   
[Batch: 1956/3108] mIoU: 52.80  |  FB-IoU: 68.18 |  0: 48.77    |  1: 56.49    |  2: 57.59    |  3: 61.74    |  4: 39.42   
[Batch: 1957/3108] mIoU: 52.72  |  FB-IoU: 68.15 |  0: 48.77    |  1: 56.49    |  2: 57.18    |  3: 61.74    |  4: 39.42   
[Batch: 1958/3108] mIoU: 52.74  |  FB-IoU: 68.16 |  0: 48.77    |  1: 56.59    |  2: 57.18    |  3: 61.74    |  4: 39.42   
[Batch: 1959/3108] mIoU: 52.74  |  FB-IoU: 68.16 |  0: 48.77    |  1: 56.59    |  2: 57.18    |  3: 61.74    |  4: 39.42   
[Batch: 1960/3108] mIoU: 52.79  |  FB-IoU: 68.17 |  0: 48.77    |  1: 56.59    |  2: 57.41    |  3: 61.74    |  4: 39.42   
[Batch: 1961/3108] mIoU: 52.79  |  FB-IoU: 68.19 |  0: 48.77    |  1: 56.59    |  2: 57.41    |  3: 61.79    |  4: 39.42   
[Batch: 1962/3108] mIoU: 52.79  |  FB-IoU: 68.18 |  0: 48.76    |  1: 56.59    |  2: 57.41    |  3: 61.79    |  4: 39.42   
[Batch: 1963/3108] mIoU: 52.79  |  FB-IoU: 68.19 |  0: 48.76    |  1: 56.59    |  2: 57.41    |  3: 61.79    |  4: 39.42   
[Batch: 1964/3108] mIoU: 52.79  |  FB-IoU: 68.19 |  0: 48.77    |  1: 56.59    |  2: 57.41    |  3: 61.79    |  4: 39.42   
[Batch: 1965/3108] mIoU: 52.80  |  FB-IoU: 68.20 |  0: 48.80    |  1: 56.59    |  2: 57.41    |  3: 61.79    |  4: 39.42   
[Batch: 1966/3108] mIoU: 52.80  |  FB-IoU: 68.20 |  0: 48.80    |  1: 56.59    |  2: 57.41    |  3: 61.79    |  4: 39.42   
[Batch: 1967/3108] mIoU: 52.80  |  FB-IoU: 68.21 |  0: 48.81    |  1: 56.59    |  2: 57.41    |  3: 61.79    |  4: 39.42   
[Batch: 1968/3108] mIoU: 52.81  |  FB-IoU: 68.22 |  0: 48.83    |  1: 56.59    |  2: 57.41    |  3: 61.79    |  4: 39.42   
[Batch: 1969/3108] mIoU: 52.88  |  FB-IoU: 68.24 |  0: 48.83    |  1: 56.59    |  2: 57.80    |  3: 61.79    |  4: 39.42   
[Batch: 1970/3108] mIoU: 52.89  |  FB-IoU: 68.24 |  0: 48.83    |  1: 56.59    |  2: 57.80    |  3: 61.80    |  4: 39.42   
[Batch: 1971/3108] mIoU: 52.90  |  FB-IoU: 68.26 |  0: 48.89    |  1: 56.59    |  2: 57.80    |  3: 61.80    |  4: 39.42   
[Batch: 1972/3108] mIoU: 52.90  |  FB-IoU: 68.26 |  0: 48.90    |  1: 56.59    |  2: 57.80    |  3: 61.80    |  4: 39.42   
[Batch: 1973/3108] mIoU: 52.91  |  FB-IoU: 68.27 |  0: 48.90    |  1: 56.59    |  2: 57.80    |  3: 61.85    |  4: 39.42   
[Batch: 1974/3108] mIoU: 52.91  |  FB-IoU: 68.28 |  0: 48.90    |  1: 56.59    |  2: 57.81    |  3: 61.85    |  4: 39.42   
[Batch: 1975/3108] mIoU: 52.89  |  FB-IoU: 68.24 |  0: 48.80    |  1: 56.59    |  2: 57.81    |  3: 61.85    |  4: 39.42   
[Batch: 1976/3108] mIoU: 52.90  |  FB-IoU: 68.24 |  0: 48.81    |  1: 56.59    |  2: 57.81    |  3: 61.85    |  4: 39.42   
[Batch: 1977/3108] mIoU: 52.91  |  FB-IoU: 68.24 |  0: 48.81    |  1: 56.59    |  2: 57.87    |  3: 61.85    |  4: 39.42   
[Batch: 1978/3108] mIoU: 52.92  |  FB-IoU: 68.25 |  0: 48.81    |  1: 56.67    |  2: 57.87    |  3: 61.85    |  4: 39.42   
[Batch: 1979/3108] mIoU: 52.93  |  FB-IoU: 68.25 |  0: 48.81    |  1: 56.67    |  2: 57.87    |  3: 61.86    |  4: 39.42   
[Batch: 1980/3108] mIoU: 52.92  |  FB-IoU: 68.25 |  0: 48.81    |  1: 56.67    |  2: 57.87    |  3: 61.86    |  4: 39.42   
[Batch: 1981/3108] mIoU: 52.93  |  FB-IoU: 68.26 |  0: 48.82    |  1: 56.67    |  2: 57.87    |  3: 61.86    |  4: 39.42   
[Batch: 1982/3108] mIoU: 52.93  |  FB-IoU: 68.26 |  0: 48.83    |  1: 56.67    |  2: 57.87    |  3: 61.86    |  4: 39.42   
[Batch: 1983/3108] mIoU: 52.92  |  FB-IoU: 68.26 |  0: 48.83    |  1: 56.61    |  2: 57.87    |  3: 61.86    |  4: 39.42   
[Batch: 1984/3108] mIoU: 52.90  |  FB-IoU: 68.24 |  0: 48.83    |  1: 56.61    |  2: 57.87    |  3: 61.78    |  4: 39.42   
[Batch: 1985/3108] mIoU: 52.89  |  FB-IoU: 68.23 |  0: 48.79    |  1: 56.61    |  2: 57.87    |  3: 61.78    |  4: 39.42   
[Batch: 1986/3108] mIoU: 52.92  |  FB-IoU: 68.24 |  0: 48.79    |  1: 56.73    |  2: 57.87    |  3: 61.78    |  4: 39.42   
[Batch: 1987/3108] mIoU: 52.92  |  FB-IoU: 68.24 |  0: 48.80    |  1: 56.73    |  2: 57.87    |  3: 61.78    |  4: 39.42   
[Batch: 1988/3108] mIoU: 52.92  |  FB-IoU: 68.24 |  0: 48.80    |  1: 56.73    |  2: 57.87    |  3: 61.78    |  4: 39.42   
[Batch: 1989/3108] mIoU: 52.92  |  FB-IoU: 68.25 |  0: 48.81    |  1: 56.73    |  2: 57.87    |  3: 61.78    |  4: 39.42   
[Batch: 1990/3108] mIoU: 52.94  |  FB-IoU: 68.27 |  0: 48.81    |  1: 56.73    |  2: 57.87    |  3: 61.87    |  4: 39.42   
[Batch: 1991/3108] mIoU: 52.95  |  FB-IoU: 68.27 |  0: 48.81    |  1: 56.73    |  2: 57.93    |  3: 61.87    |  4: 39.42   
[Batch: 1992/3108] mIoU: 52.95  |  FB-IoU: 68.27 |  0: 48.81    |  1: 56.73    |  2: 57.93    |  3: 61.87    |  4: 39.42   
[Batch: 1993/3108] mIoU: 52.95  |  FB-IoU: 68.27 |  0: 48.83    |  1: 56.73    |  2: 57.93    |  3: 61.87    |  4: 39.42   
[Batch: 1994/3108] mIoU: 52.96  |  FB-IoU: 68.28 |  0: 48.83    |  1: 56.78    |  2: 57.93    |  3: 61.87    |  4: 39.42   
[Batch: 1995/3108] mIoU: 52.98  |  FB-IoU: 68.29 |  0: 48.83    |  1: 56.78    |  2: 57.93    |  3: 61.94    |  4: 39.42   
[Batch: 1996/3108] mIoU: 52.98  |  FB-IoU: 68.29 |  0: 48.83    |  1: 56.78    |  2: 57.93    |  3: 61.94    |  4: 39.42   
[Batch: 1997/3108] mIoU: 52.97  |  FB-IoU: 68.29 |  0: 48.83    |  1: 56.78    |  2: 57.93    |  3: 61.91    |  4: 39.42   
[Batch: 1998/3108] mIoU: 52.99  |  FB-IoU: 68.31 |  0: 48.83    |  1: 56.78    |  2: 57.93    |  3: 61.99    |  4: 39.42   
[Batch: 1999/3108] mIoU: 53.03  |  FB-IoU: 68.32 |  0: 48.83    |  1: 56.96    |  2: 57.93    |  3: 61.99    |  4: 39.42   
[Batch: 2000/3108] mIoU: 53.02  |  FB-IoU: 68.32 |  0: 48.83    |  1: 56.96    |  2: 57.93    |  3: 61.97    |  4: 39.42   
[Batch: 2001/3108] mIoU: 53.03  |  FB-IoU: 68.33 |  0: 48.83    |  1: 56.96    |  2: 57.93    |  3: 62.03    |  4: 39.42   
[Batch: 2002/3108] mIoU: 53.04  |  FB-IoU: 68.34 |  0: 48.83    |  1: 56.96    |  2: 57.93    |  3: 62.06    |  4: 39.42   
[Batch: 2003/3108] mIoU: 53.04  |  FB-IoU: 68.34 |  0: 48.84    |  1: 56.96    |  2: 57.93    |  3: 62.06    |  4: 39.42   
[Batch: 2004/3108] mIoU: 53.04  |  FB-IoU: 68.34 |  0: 48.84    |  1: 56.96    |  2: 57.93    |  3: 62.06    |  4: 39.42   
[Batch: 2005/3108] mIoU: 53.02  |  FB-IoU: 68.33 |  0: 48.84    |  1: 56.96    |  2: 57.93    |  3: 61.98    |  4: 39.42   
[Batch: 2006/3108] mIoU: 53.02  |  FB-IoU: 68.33 |  0: 48.84    |  1: 56.96    |  2: 57.93    |  3: 61.97    |  4: 39.42   
[Batch: 2007/3108] mIoU: 53.02  |  FB-IoU: 68.33 |  0: 48.84    |  1: 56.96    |  2: 57.93    |  3: 61.97    |  4: 39.42   
[Batch: 2008/3108] mIoU: 53.02  |  FB-IoU: 68.33 |  0: 48.84    |  1: 56.96    |  2: 57.93    |  3: 61.97    |  4: 39.42   
[Batch: 2009/3108] mIoU: 53.01  |  FB-IoU: 68.32 |  0: 48.84    |  1: 56.96    |  2: 57.85    |  3: 61.97    |  4: 39.42   
[Batch: 2010/3108] mIoU: 53.00  |  FB-IoU: 68.32 |  0: 48.84    |  1: 56.96    |  2: 57.85    |  3: 61.91    |  4: 39.42   
[Batch: 2011/3108] mIoU: 53.00  |  FB-IoU: 68.32 |  0: 48.85    |  1: 56.96    |  2: 57.85    |  3: 61.91    |  4: 39.42   
[Batch: 2012/3108] mIoU: 53.00  |  FB-IoU: 68.32 |  0: 48.86    |  1: 56.96    |  2: 57.85    |  3: 61.91    |  4: 39.42   
[Batch: 2013/3108] mIoU: 53.00  |  FB-IoU: 68.33 |  0: 48.86    |  1: 56.96    |  2: 57.85    |  3: 61.91    |  4: 39.42   
[Batch: 2014/3108] mIoU: 53.02  |  FB-IoU: 68.34 |  0: 48.86    |  1: 57.06    |  2: 57.85    |  3: 61.91    |  4: 39.42   
[Batch: 2015/3108] mIoU: 53.01  |  FB-IoU: 68.32 |  0: 48.82    |  1: 57.06    |  2: 57.85    |  3: 61.91    |  4: 39.42   
[Batch: 2016/3108] mIoU: 53.02  |  FB-IoU: 68.33 |  0: 48.82    |  1: 57.06    |  2: 57.85    |  3: 61.94    |  4: 39.42   
[Batch: 2017/3108] mIoU: 53.02  |  FB-IoU: 68.33 |  0: 48.84    |  1: 57.06    |  2: 57.85    |  3: 61.94    |  4: 39.42   
[Batch: 2018/3108] mIoU: 53.01  |  FB-IoU: 68.33 |  0: 48.84    |  1: 57.06    |  2: 57.85    |  3: 61.89    |  4: 39.42   
[Batch: 2019/3108] mIoU: 53.01  |  FB-IoU: 68.33 |  0: 48.84    |  1: 57.06    |  2: 57.85    |  3: 61.89    |  4: 39.42   
[Batch: 2020/3108] mIoU: 53.01  |  FB-IoU: 68.33 |  0: 48.83    |  1: 57.06    |  2: 57.85    |  3: 61.89    |  4: 39.42   
[Batch: 2021/3108] mIoU: 53.00  |  FB-IoU: 68.33 |  0: 48.83    |  1: 57.06    |  2: 57.83    |  3: 61.89    |  4: 39.42   
[Batch: 2022/3108] mIoU: 53.01  |  FB-IoU: 68.33 |  0: 48.83    |  1: 57.06    |  2: 57.83    |  3: 61.89    |  4: 39.42   
[Batch: 2023/3108] mIoU: 53.02  |  FB-IoU: 68.34 |  0: 48.83    |  1: 57.06    |  2: 57.90    |  3: 61.89    |  4: 39.42   
[Batch: 2024/3108] mIoU: 53.02  |  FB-IoU: 68.34 |  0: 48.83    |  1: 57.06    |  2: 57.90    |  3: 61.89    |  4: 39.42   
[Batch: 2025/3108] mIoU: 53.02  |  FB-IoU: 68.34 |  0: 48.83    |  1: 57.06    |  2: 57.90    |  3: 61.89    |  4: 39.44   
[Batch: 2026/3108] mIoU: 53.03  |  FB-IoU: 68.35 |  0: 48.85    |  1: 57.06    |  2: 57.90    |  3: 61.89    |  4: 39.44   
[Batch: 2027/3108] mIoU: 53.02  |  FB-IoU: 68.34 |  0: 48.83    |  1: 57.06    |  2: 57.90    |  3: 61.89    |  4: 39.44   
[Batch: 2028/3108] mIoU: 53.02  |  FB-IoU: 68.34 |  0: 48.81    |  1: 57.06    |  2: 57.90    |  3: 61.89    |  4: 39.44   
[Batch: 2029/3108] mIoU: 53.01  |  FB-IoU: 68.33 |  0: 48.81    |  1: 57.06    |  2: 57.90    |  3: 61.82    |  4: 39.44   
[Batch: 2030/3108] mIoU: 53.00  |  FB-IoU: 68.31 |  0: 48.76    |  1: 57.06    |  2: 57.90    |  3: 61.82    |  4: 39.44   
[Batch: 2031/3108] mIoU: 53.00  |  FB-IoU: 68.32 |  0: 48.78    |  1: 57.06    |  2: 57.90    |  3: 61.82    |  4: 39.44   
[Batch: 2032/3108] mIoU: 53.00  |  FB-IoU: 68.32 |  0: 48.78    |  1: 57.06    |  2: 57.90    |  3: 61.82    |  4: 39.44   
[Batch: 2033/3108] mIoU: 53.00  |  FB-IoU: 68.33 |  0: 48.78    |  1: 57.06    |  2: 57.90    |  3: 61.82    |  4: 39.44   
[Batch: 2034/3108] mIoU: 53.00  |  FB-IoU: 68.32 |  0: 48.77    |  1: 57.06    |  2: 57.90    |  3: 61.82    |  4: 39.44   
[Batch: 2035/3108] mIoU: 52.98  |  FB-IoU: 68.29 |  0: 48.69    |  1: 57.06    |  2: 57.90    |  3: 61.82    |  4: 39.44   
[Batch: 2036/3108] mIoU: 52.99  |  FB-IoU: 68.30 |  0: 48.69    |  1: 57.06    |  2: 57.90    |  3: 61.85    |  4: 39.44   
[Batch: 2037/3108] mIoU: 52.96  |  FB-IoU: 68.28 |  0: 48.69    |  1: 57.06    |  2: 57.90    |  3: 61.73    |  4: 39.44   
[Batch: 2038/3108] mIoU: 52.98  |  FB-IoU: 68.30 |  0: 48.69    |  1: 57.06    |  2: 57.90    |  3: 61.81    |  4: 39.44   
[Batch: 2039/3108] mIoU: 52.98  |  FB-IoU: 68.30 |  0: 48.69    |  1: 57.06    |  2: 57.90    |  3: 61.81    |  4: 39.44   
[Batch: 2040/3108] mIoU: 52.99  |  FB-IoU: 68.31 |  0: 48.69    |  1: 57.06    |  2: 57.90    |  3: 61.85    |  4: 39.44   
[Batch: 2041/3108] mIoU: 52.99  |  FB-IoU: 68.31 |  0: 48.69    |  1: 57.05    |  2: 57.90    |  3: 61.85    |  4: 39.44   
[Batch: 2042/3108] mIoU: 52.99  |  FB-IoU: 68.31 |  0: 48.69    |  1: 57.05    |  2: 57.90    |  3: 61.85    |  4: 39.44   
[Batch: 2043/3108] mIoU: 52.99  |  FB-IoU: 68.31 |  0: 48.70    |  1: 57.05    |  2: 57.90    |  3: 61.85    |  4: 39.44   
[Batch: 2044/3108] mIoU: 52.93  |  FB-IoU: 68.30 |  0: 48.70    |  1: 56.75    |  2: 57.90    |  3: 61.85    |  4: 39.44   
[Batch: 2045/3108] mIoU: 52.93  |  FB-IoU: 68.30 |  0: 48.70    |  1: 56.75    |  2: 57.90    |  3: 61.85    |  4: 39.44   
[Batch: 2046/3108] mIoU: 52.93  |  FB-IoU: 68.31 |  0: 48.70    |  1: 56.78    |  2: 57.90    |  3: 61.85    |  4: 39.44   
[Batch: 2047/3108] mIoU: 52.92  |  FB-IoU: 68.30 |  0: 48.70    |  1: 56.78    |  2: 57.90    |  3: 61.78    |  4: 39.44   
[Batch: 2048/3108] mIoU: 52.92  |  FB-IoU: 68.30 |  0: 48.71    |  1: 56.78    |  2: 57.90    |  3: 61.78    |  4: 39.44   
[Batch: 2049/3108] mIoU: 52.92  |  FB-IoU: 68.30 |  0: 48.72    |  1: 56.78    |  2: 57.90    |  3: 61.78    |  4: 39.44   
[Batch: 2050/3108] mIoU: 52.93  |  FB-IoU: 68.31 |  0: 48.72    |  1: 56.78    |  2: 57.90    |  3: 61.83    |  4: 39.44   
[Batch: 2051/3108] mIoU: 52.94  |  FB-IoU: 68.33 |  0: 48.72    |  1: 56.78    |  2: 57.90    |  3: 61.89    |  4: 39.44   
[Batch: 2052/3108] mIoU: 52.95  |  FB-IoU: 68.33 |  0: 48.72    |  1: 56.78    |  2: 57.90    |  3: 61.89    |  4: 39.44   
[Batch: 2053/3108] mIoU: 52.98  |  FB-IoU: 68.34 |  0: 48.72    |  1: 56.78    |  2: 58.06    |  3: 61.89    |  4: 39.44   
[Batch: 2054/3108] mIoU: 52.98  |  FB-IoU: 68.34 |  0: 48.73    |  1: 56.78    |  2: 58.06    |  3: 61.89    |  4: 39.44   
[Batch: 2055/3108] mIoU: 52.99  |  FB-IoU: 68.34 |  0: 48.73    |  1: 56.83    |  2: 58.06    |  3: 61.89    |  4: 39.44   
[Batch: 2056/3108] mIoU: 52.98  |  FB-IoU: 68.31 |  0: 48.65    |  1: 56.83    |  2: 58.06    |  3: 61.89    |  4: 39.44   
[Batch: 2057/3108] mIoU: 53.05  |  FB-IoU: 68.34 |  0: 48.65    |  1: 56.83    |  2: 58.45    |  3: 61.89    |  4: 39.44   
[Batch: 2058/3108] mIoU: 53.07  |  FB-IoU: 68.35 |  0: 48.65    |  1: 56.83    |  2: 58.45    |  3: 61.96    |  4: 39.44   
[Batch: 2059/3108] mIoU: 53.07  |  FB-IoU: 68.35 |  0: 48.67    |  1: 56.83    |  2: 58.45    |  3: 61.96    |  4: 39.44   
[Batch: 2060/3108] mIoU: 53.06  |  FB-IoU: 68.35 |  0: 48.67    |  1: 56.83    |  2: 58.45    |  3: 61.91    |  4: 39.44   
[Batch: 2061/3108] mIoU: 53.06  |  FB-IoU: 68.35 |  0: 48.68    |  1: 56.83    |  2: 58.45    |  3: 61.91    |  4: 39.44   
[Batch: 2062/3108] mIoU: 53.06  |  FB-IoU: 68.35 |  0: 48.68    |  1: 56.83    |  2: 58.45    |  3: 61.88    |  4: 39.44   
[Batch: 2063/3108] mIoU: 53.07  |  FB-IoU: 68.36 |  0: 48.73    |  1: 56.83    |  2: 58.45    |  3: 61.88    |  4: 39.44   
[Batch: 2064/3108] mIoU: 53.06  |  FB-IoU: 68.36 |  0: 48.73    |  1: 56.83    |  2: 58.45    |  3: 61.86    |  4: 39.44   
[Batch: 2065/3108] mIoU: 53.07  |  FB-IoU: 68.37 |  0: 48.73    |  1: 56.83    |  2: 58.45    |  3: 61.89    |  4: 39.44   
[Batch: 2066/3108] mIoU: 53.04  |  FB-IoU: 68.36 |  0: 48.73    |  1: 56.83    |  2: 58.45    |  3: 61.89    |  4: 39.31   
[Batch: 2067/3108] mIoU: 53.05  |  FB-IoU: 68.37 |  0: 48.73    |  1: 56.83    |  2: 58.45    |  3: 61.92    |  4: 39.31   
[Batch: 2068/3108] mIoU: 53.06  |  FB-IoU: 68.38 |  0: 48.73    |  1: 56.83    |  2: 58.45    |  3: 61.97    |  4: 39.31   
[Batch: 2069/3108] mIoU: 53.04  |  FB-IoU: 68.36 |  0: 48.73    |  1: 56.83    |  2: 58.45    |  3: 61.87    |  4: 39.31   
[Batch: 2070/3108] mIoU: 53.05  |  FB-IoU: 68.37 |  0: 48.76    |  1: 56.83    |  2: 58.45    |  3: 61.87    |  4: 39.31   
[Batch: 2071/3108] mIoU: 53.04  |  FB-IoU: 68.37 |  0: 48.76    |  1: 56.83    |  2: 58.45    |  3: 61.87    |  4: 39.31   
[Batch: 2072/3108] mIoU: 53.03  |  FB-IoU: 68.34 |  0: 48.69    |  1: 56.83    |  2: 58.45    |  3: 61.87    |  4: 39.31   
[Batch: 2073/3108] mIoU: 53.03  |  FB-IoU: 68.35 |  0: 48.70    |  1: 56.83    |  2: 58.45    |  3: 61.87    |  4: 39.31   
[Batch: 2074/3108] mIoU: 53.04  |  FB-IoU: 68.35 |  0: 48.71    |  1: 56.83    |  2: 58.45    |  3: 61.87    |  4: 39.31   
[Batch: 2075/3108] mIoU: 53.04  |  FB-IoU: 68.36 |  0: 48.71    |  1: 56.84    |  2: 58.45    |  3: 61.87    |  4: 39.31   
[Batch: 2076/3108] mIoU: 53.03  |  FB-IoU: 68.36 |  0: 48.70    |  1: 56.84    |  2: 58.45    |  3: 61.87    |  4: 39.31   
[Batch: 2077/3108] mIoU: 53.03  |  FB-IoU: 68.34 |  0: 48.66    |  1: 56.84    |  2: 58.45    |  3: 61.87    |  4: 39.31   
[Batch: 2078/3108] mIoU: 53.03  |  FB-IoU: 68.35 |  0: 48.66    |  1: 56.84    |  2: 58.45    |  3: 61.88    |  4: 39.31   
[Batch: 2079/3108] mIoU: 53.03  |  FB-IoU: 68.36 |  0: 48.68    |  1: 56.84    |  2: 58.45    |  3: 61.88    |  4: 39.31   
[Batch: 2080/3108] mIoU: 53.03  |  FB-IoU: 68.36 |  0: 48.68    |  1: 56.84    |  2: 58.45    |  3: 61.88    |  4: 39.31   
[Batch: 2081/3108] mIoU: 53.03  |  FB-IoU: 68.36 |  0: 48.68    |  1: 56.84    |  2: 58.45    |  3: 61.88    |  4: 39.31   
[Batch: 2082/3108] mIoU: 53.03  |  FB-IoU: 68.36 |  0: 48.67    |  1: 56.84    |  2: 58.45    |  3: 61.88    |  4: 39.31   
[Batch: 2083/3108] mIoU: 53.03  |  FB-IoU: 68.35 |  0: 48.67    |  1: 56.84    |  2: 58.45    |  3: 61.88    |  4: 39.31   
[Batch: 2084/3108] mIoU: 53.03  |  FB-IoU: 68.36 |  0: 48.67    |  1: 56.84    |  2: 58.45    |  3: 61.88    |  4: 39.31   
[Batch: 2085/3108] mIoU: 53.04  |  FB-IoU: 68.36 |  0: 48.69    |  1: 56.84    |  2: 58.45    |  3: 61.88    |  4: 39.31   
[Batch: 2086/3108] mIoU: 53.05  |  FB-IoU: 68.38 |  0: 48.75    |  1: 56.84    |  2: 58.45    |  3: 61.88    |  4: 39.31   
[Batch: 2087/3108] mIoU: 53.06  |  FB-IoU: 68.39 |  0: 48.75    |  1: 56.84    |  2: 58.45    |  3: 61.96    |  4: 39.31   
[Batch: 2088/3108] mIoU: 53.08  |  FB-IoU: 68.40 |  0: 48.75    |  1: 56.95    |  2: 58.45    |  3: 61.96    |  4: 39.31   
[Batch: 2089/3108] mIoU: 53.16  |  FB-IoU: 68.42 |  0: 48.75    |  1: 56.95    |  2: 58.81    |  3: 61.96    |  4: 39.31   
[Batch: 2090/3108] mIoU: 53.16  |  FB-IoU: 68.43 |  0: 48.76    |  1: 56.95    |  2: 58.81    |  3: 61.96    |  4: 39.31   
[Batch: 2091/3108] mIoU: 53.17  |  FB-IoU: 68.44 |  0: 48.76    |  1: 56.95    |  2: 58.81    |  3: 62.00    |  4: 39.31   
[Batch: 2092/3108] mIoU: 53.17  |  FB-IoU: 68.45 |  0: 48.76    |  1: 56.95    |  2: 58.81    |  3: 62.02    |  4: 39.31   
[Batch: 2093/3108] mIoU: 53.17  |  FB-IoU: 68.45 |  0: 48.77    |  1: 56.95    |  2: 58.81    |  3: 62.02    |  4: 39.31   
[Batch: 2094/3108] mIoU: 53.16  |  FB-IoU: 68.43 |  0: 48.71    |  1: 56.95    |  2: 58.81    |  3: 62.02    |  4: 39.31   
[Batch: 2095/3108] mIoU: 53.16  |  FB-IoU: 68.42 |  0: 48.70    |  1: 56.95    |  2: 58.81    |  3: 62.02    |  4: 39.31   
[Batch: 2096/3108] mIoU: 53.16  |  FB-IoU: 68.42 |  0: 48.70    |  1: 56.95    |  2: 58.81    |  3: 62.02    |  4: 39.31   
[Batch: 2097/3108] mIoU: 53.16  |  FB-IoU: 68.43 |  0: 48.71    |  1: 56.95    |  2: 58.81    |  3: 62.02    |  4: 39.31   
[Batch: 2098/3108] mIoU: 53.13  |  FB-IoU: 68.42 |  0: 48.71    |  1: 56.79    |  2: 58.81    |  3: 62.02    |  4: 39.31   
[Batch: 2099/3108] mIoU: 53.13  |  FB-IoU: 68.41 |  0: 48.70    |  1: 56.79    |  2: 58.81    |  3: 62.02    |  4: 39.31   
[Batch: 2100/3108] mIoU: 53.13  |  FB-IoU: 68.41 |  0: 48.70    |  1: 56.79    |  2: 58.81    |  3: 62.02    |  4: 39.32   
[Batch: 2101/3108] mIoU: 53.12  |  FB-IoU: 68.41 |  0: 48.70    |  1: 56.79    |  2: 58.81    |  3: 61.99    |  4: 39.32   
[Batch: 2102/3108] mIoU: 53.11  |  FB-IoU: 68.40 |  0: 48.70    |  1: 56.79    |  2: 58.81    |  3: 61.94    |  4: 39.32   
[Batch: 2103/3108] mIoU: 53.12  |  FB-IoU: 68.41 |  0: 48.73    |  1: 56.79    |  2: 58.81    |  3: 61.94    |  4: 39.32   
[Batch: 2104/3108] mIoU: 53.14  |  FB-IoU: 68.42 |  0: 48.73    |  1: 56.79    |  2: 58.91    |  3: 61.94    |  4: 39.32   
[Batch: 2105/3108] mIoU: 53.20  |  FB-IoU: 68.43 |  0: 48.73    |  1: 56.79    |  2: 58.91    |  3: 61.94    |  4: 39.63   
[Batch: 2106/3108] mIoU: 53.20  |  FB-IoU: 68.43 |  0: 48.73    |  1: 56.79    |  2: 58.91    |  3: 61.94    |  4: 39.63   
[Batch: 2107/3108] mIoU: 53.17  |  FB-IoU: 68.42 |  0: 48.73    |  1: 56.79    |  2: 58.76    |  3: 61.94    |  4: 39.63   
[Batch: 2108/3108] mIoU: 53.17  |  FB-IoU: 68.42 |  0: 48.73    |  1: 56.79    |  2: 58.76    |  3: 61.92    |  4: 39.63   
[Batch: 2109/3108] mIoU: 53.17  |  FB-IoU: 68.43 |  0: 48.75    |  1: 56.79    |  2: 58.76    |  3: 61.92    |  4: 39.63   
[Batch: 2110/3108] mIoU: 53.20  |  FB-IoU: 68.44 |  0: 48.75    |  1: 56.79    |  2: 58.89    |  3: 61.92    |  4: 39.63   
[Batch: 2111/3108] mIoU: 53.19  |  FB-IoU: 68.44 |  0: 48.75    |  1: 56.76    |  2: 58.89    |  3: 61.92    |  4: 39.63   
[Batch: 2112/3108] mIoU: 53.19  |  FB-IoU: 68.44 |  0: 48.76    |  1: 56.76    |  2: 58.89    |  3: 61.92    |  4: 39.63   
[Batch: 2113/3108] mIoU: 53.20  |  FB-IoU: 68.45 |  0: 48.79    |  1: 56.76    |  2: 58.89    |  3: 61.92    |  4: 39.63   
[Batch: 2114/3108] mIoU: 53.21  |  FB-IoU: 68.46 |  0: 48.85    |  1: 56.76    |  2: 58.89    |  3: 61.92    |  4: 39.63   
[Batch: 2115/3108] mIoU: 53.21  |  FB-IoU: 68.46 |  0: 48.85    |  1: 56.76    |  2: 58.89    |  3: 61.92    |  4: 39.63   
[Batch: 2116/3108] mIoU: 53.21  |  FB-IoU: 68.47 |  0: 48.86    |  1: 56.76    |  2: 58.89    |  3: 61.92    |  4: 39.63   
[Batch: 2117/3108] mIoU: 53.23  |  FB-IoU: 68.48 |  0: 48.86    |  1: 56.76    |  2: 59.01    |  3: 61.92    |  4: 39.63   
[Batch: 2118/3108] mIoU: 53.24  |  FB-IoU: 68.48 |  0: 48.86    |  1: 56.79    |  2: 59.01    |  3: 61.92    |  4: 39.63   
[Batch: 2119/3108] mIoU: 53.24  |  FB-IoU: 68.48 |  0: 48.86    |  1: 56.79    |  2: 59.01    |  3: 61.92    |  4: 39.63   
[Batch: 2120/3108] mIoU: 53.23  |  FB-IoU: 68.46 |  0: 48.81    |  1: 56.79    |  2: 59.01    |  3: 61.92    |  4: 39.63   
[Batch: 2121/3108] mIoU: 53.23  |  FB-IoU: 68.47 |  0: 48.82    |  1: 56.79    |  2: 59.01    |  3: 61.92    |  4: 39.63   
[Batch: 2122/3108] mIoU: 53.23  |  FB-IoU: 68.47 |  0: 48.82    |  1: 56.79    |  2: 59.01    |  3: 61.93    |  4: 39.63   
[Batch: 2123/3108] mIoU: 53.25  |  FB-IoU: 68.48 |  0: 48.89    |  1: 56.79    |  2: 59.01    |  3: 61.93    |  4: 39.63   
[Batch: 2124/3108] mIoU: 53.25  |  FB-IoU: 68.49 |  0: 48.88    |  1: 56.79    |  2: 59.01    |  3: 61.93    |  4: 39.63   
[Batch: 2125/3108] mIoU: 53.26  |  FB-IoU: 68.49 |  0: 48.88    |  1: 56.87    |  2: 59.01    |  3: 61.93    |  4: 39.63   
[Batch: 2126/3108] mIoU: 53.27  |  FB-IoU: 68.50 |  0: 48.91    |  1: 56.87    |  2: 59.01    |  3: 61.93    |  4: 39.63   
[Batch: 2127/3108] mIoU: 53.28  |  FB-IoU: 68.51 |  0: 48.91    |  1: 56.87    |  2: 59.01    |  3: 61.98    |  4: 39.63   
[Batch: 2128/3108] mIoU: 53.27  |  FB-IoU: 68.51 |  0: 48.89    |  1: 56.87    |  2: 59.01    |  3: 61.98    |  4: 39.63   
[Batch: 2129/3108] mIoU: 53.26  |  FB-IoU: 68.50 |  0: 48.89    |  1: 56.87    |  2: 58.93    |  3: 61.98    |  4: 39.63   
[Batch: 2130/3108] mIoU: 53.27  |  FB-IoU: 68.51 |  0: 48.89    |  1: 56.87    |  2: 58.93    |  3: 62.02    |  4: 39.63   
[Batch: 2131/3108] mIoU: 53.26  |  FB-IoU: 68.49 |  0: 48.83    |  1: 56.87    |  2: 58.93    |  3: 62.02    |  4: 39.63   
[Batch: 2132/3108] mIoU: 53.24  |  FB-IoU: 68.46 |  0: 48.75    |  1: 56.87    |  2: 58.93    |  3: 62.02    |  4: 39.63   
[Batch: 2133/3108] mIoU: 53.23  |  FB-IoU: 68.45 |  0: 48.75    |  1: 56.87    |  2: 58.93    |  3: 61.97    |  4: 39.63   
[Batch: 2134/3108] mIoU: 53.27  |  FB-IoU: 68.46 |  0: 48.75    |  1: 57.08    |  2: 58.93    |  3: 61.97    |  4: 39.63   
[Batch: 2135/3108] mIoU: 53.27  |  FB-IoU: 68.46 |  0: 48.75    |  1: 57.08    |  2: 58.93    |  3: 61.97    |  4: 39.63   
[Batch: 2136/3108] mIoU: 53.27  |  FB-IoU: 68.47 |  0: 48.75    |  1: 57.08    |  2: 58.93    |  3: 61.97    |  4: 39.63   
[Batch: 2137/3108] mIoU: 53.28  |  FB-IoU: 68.46 |  0: 48.75    |  1: 57.08    |  2: 58.93    |  3: 61.97    |  4: 39.68   
[Batch: 2138/3108] mIoU: 53.33  |  FB-IoU: 68.48 |  0: 48.75    |  1: 57.08    |  2: 59.16    |  3: 61.97    |  4: 39.68   
[Batch: 2139/3108] mIoU: 53.33  |  FB-IoU: 68.48 |  0: 48.75    |  1: 57.08    |  2: 59.15    |  3: 61.97    |  4: 39.68   
[Batch: 2140/3108] mIoU: 53.27  |  FB-IoU: 68.46 |  0: 48.75    |  1: 57.08    |  2: 58.84    |  3: 61.97    |  4: 39.68   
[Batch: 2141/3108] mIoU: 53.27  |  FB-IoU: 68.47 |  0: 48.75    |  1: 57.08    |  2: 58.84    |  3: 61.97    |  4: 39.68   
[Batch: 2142/3108] mIoU: 53.26  |  FB-IoU: 68.46 |  0: 48.75    |  1: 57.08    |  2: 58.84    |  3: 61.94    |  4: 39.68   
[Batch: 2143/3108] mIoU: 53.26  |  FB-IoU: 68.46 |  0: 48.77    |  1: 57.08    |  2: 58.84    |  3: 61.94    |  4: 39.68   
[Batch: 2144/3108] mIoU: 53.25  |  FB-IoU: 68.46 |  0: 48.77    |  1: 57.08    |  2: 58.84    |  3: 61.90    |  4: 39.68   
[Batch: 2145/3108] mIoU: 53.25  |  FB-IoU: 68.45 |  0: 48.75    |  1: 57.08    |  2: 58.84    |  3: 61.90    |  4: 39.68   
[Batch: 2146/3108] mIoU: 53.23  |  FB-IoU: 68.42 |  0: 48.66    |  1: 57.08    |  2: 58.84    |  3: 61.90    |  4: 39.68   
[Batch: 2147/3108] mIoU: 53.24  |  FB-IoU: 68.43 |  0: 48.69    |  1: 57.08    |  2: 58.84    |  3: 61.90    |  4: 39.68   
[Batch: 2148/3108] mIoU: 53.24  |  FB-IoU: 68.43 |  0: 48.68    |  1: 57.08    |  2: 58.84    |  3: 61.90    |  4: 39.68   
[Batch: 2149/3108] mIoU: 53.24  |  FB-IoU: 68.43 |  0: 48.69    |  1: 57.08    |  2: 58.84    |  3: 61.90    |  4: 39.68   
[Batch: 2150/3108] mIoU: 53.24  |  FB-IoU: 68.44 |  0: 48.69    |  1: 57.08    |  2: 58.84    |  3: 61.90    |  4: 39.68   
[Batch: 2151/3108] mIoU: 53.24  |  FB-IoU: 68.44 |  0: 48.69    |  1: 57.08    |  2: 58.84    |  3: 61.90    |  4: 39.68   
[Batch: 2152/3108] mIoU: 53.22  |  FB-IoU: 68.41 |  0: 48.60    |  1: 57.08    |  2: 58.84    |  3: 61.90    |  4: 39.68   
[Batch: 2153/3108] mIoU: 53.22  |  FB-IoU: 68.41 |  0: 48.61    |  1: 57.08    |  2: 58.84    |  3: 61.90    |  4: 39.68   
[Batch: 2154/3108] mIoU: 53.23  |  FB-IoU: 68.42 |  0: 48.61    |  1: 57.08    |  2: 58.84    |  3: 61.93    |  4: 39.68   
[Batch: 2155/3108] mIoU: 53.23  |  FB-IoU: 68.43 |  0: 48.61    |  1: 57.08    |  2: 58.84    |  3: 61.95    |  4: 39.68   
[Batch: 2156/3108] mIoU: 53.24  |  FB-IoU: 68.43 |  0: 48.61    |  1: 57.15    |  2: 58.84    |  3: 61.95    |  4: 39.68   
[Batch: 2157/3108] mIoU: 53.25  |  FB-IoU: 68.44 |  0: 48.61    |  1: 57.19    |  2: 58.84    |  3: 61.95    |  4: 39.68   
[Batch: 2158/3108] mIoU: 53.26  |  FB-IoU: 68.45 |  0: 48.61    |  1: 57.19    |  2: 58.84    |  3: 61.97    |  4: 39.68   
[Batch: 2159/3108] mIoU: 53.26  |  FB-IoU: 68.45 |  0: 48.61    |  1: 57.21    |  2: 58.84    |  3: 61.97    |  4: 39.68   
[Batch: 2160/3108] mIoU: 53.24  |  FB-IoU: 68.41 |  0: 48.51    |  1: 57.21    |  2: 58.84    |  3: 61.97    |  4: 39.68   
[Batch: 2161/3108] mIoU: 53.25  |  FB-IoU: 68.42 |  0: 48.51    |  1: 57.21    |  2: 58.84    |  3: 62.00    |  4: 39.68   
[Batch: 2162/3108] mIoU: 53.25  |  FB-IoU: 68.42 |  0: 48.53    |  1: 57.21    |  2: 58.84    |  3: 62.00    |  4: 39.68   
[Batch: 2163/3108] mIoU: 53.25  |  FB-IoU: 68.42 |  0: 48.53    |  1: 57.21    |  2: 58.84    |  3: 61.98    |  4: 39.68   
[Batch: 2164/3108] mIoU: 53.25  |  FB-IoU: 68.43 |  0: 48.54    |  1: 57.21    |  2: 58.84    |  3: 61.98    |  4: 39.68   
[Batch: 2165/3108] mIoU: 53.25  |  FB-IoU: 68.43 |  0: 48.54    |  1: 57.21    |  2: 58.84    |  3: 61.98    |  4: 39.68   
[Batch: 2166/3108] mIoU: 53.25  |  FB-IoU: 68.43 |  0: 48.54    |  1: 57.21    |  2: 58.84    |  3: 61.99    |  4: 39.68   
[Batch: 2167/3108] mIoU: 53.28  |  FB-IoU: 68.45 |  0: 48.54    |  1: 57.21    |  2: 58.98    |  3: 61.99    |  4: 39.68   
[Batch: 2168/3108] mIoU: 53.29  |  FB-IoU: 68.45 |  0: 48.56    |  1: 57.21    |  2: 58.98    |  3: 61.99    |  4: 39.68   
[Batch: 2169/3108] mIoU: 53.29  |  FB-IoU: 68.46 |  0: 48.58    |  1: 57.21    |  2: 58.98    |  3: 61.99    |  4: 39.68   
[Batch: 2170/3108] mIoU: 53.29  |  FB-IoU: 68.46 |  0: 48.58    |  1: 57.21    |  2: 58.98    |  3: 61.98    |  4: 39.68   
[Batch: 2171/3108] mIoU: 53.29  |  FB-IoU: 68.47 |  0: 48.58    |  1: 57.21    |  2: 58.98    |  3: 62.02    |  4: 39.68   
[Batch: 2172/3108] mIoU: 53.30  |  FB-IoU: 68.47 |  0: 48.58    |  1: 57.23    |  2: 58.98    |  3: 62.02    |  4: 39.68   
[Batch: 2173/3108] mIoU: 53.29  |  FB-IoU: 68.47 |  0: 48.58    |  1: 57.23    |  2: 58.98    |  3: 61.99    |  4: 39.68   
[Batch: 2174/3108] mIoU: 53.31  |  FB-IoU: 68.48 |  0: 48.58    |  1: 57.32    |  2: 58.98    |  3: 61.99    |  4: 39.68   
[Batch: 2175/3108] mIoU: 53.32  |  FB-IoU: 68.49 |  0: 48.58    |  1: 57.32    |  2: 58.98    |  3: 62.03    |  4: 39.68   
[Batch: 2176/3108] mIoU: 53.32  |  FB-IoU: 68.49 |  0: 48.58    |  1: 57.32    |  2: 58.98    |  3: 62.04    |  4: 39.68   
[Batch: 2177/3108] mIoU: 53.33  |  FB-IoU: 68.50 |  0: 48.58    |  1: 57.32    |  2: 58.98    |  3: 62.10    |  4: 39.68   
[Batch: 2178/3108] mIoU: 53.30  |  FB-IoU: 68.49 |  0: 48.58    |  1: 57.15    |  2: 58.98    |  3: 62.10    |  4: 39.68   
[Batch: 2179/3108] mIoU: 53.30  |  FB-IoU: 68.50 |  0: 48.59    |  1: 57.15    |  2: 58.98    |  3: 62.10    |  4: 39.68   
[Batch: 2180/3108] mIoU: 53.30  |  FB-IoU: 68.50 |  0: 48.59    |  1: 57.17    |  2: 58.98    |  3: 62.10    |  4: 39.68   
[Batch: 2181/3108] mIoU: 53.31  |  FB-IoU: 68.50 |  0: 48.61    |  1: 57.17    |  2: 58.98    |  3: 62.10    |  4: 39.68   
[Batch: 2182/3108] mIoU: 53.30  |  FB-IoU: 68.50 |  0: 48.61    |  1: 57.17    |  2: 58.98    |  3: 62.09    |  4: 39.68   
[Batch: 2183/3108] mIoU: 53.32  |  FB-IoU: 68.52 |  0: 48.61    |  1: 57.17    |  2: 58.98    |  3: 62.15    |  4: 39.68   
[Batch: 2184/3108] mIoU: 53.25  |  FB-IoU: 68.50 |  0: 48.61    |  1: 56.83    |  2: 58.98    |  3: 62.15    |  4: 39.68   
[Batch: 2185/3108] mIoU: 53.26  |  FB-IoU: 68.50 |  0: 48.63    |  1: 56.83    |  2: 58.98    |  3: 62.15    |  4: 39.68   
[Batch: 2186/3108] mIoU: 53.27  |  FB-IoU: 68.51 |  0: 48.63    |  1: 56.83    |  2: 58.98    |  3: 62.21    |  4: 39.68   
[Batch: 2187/3108] mIoU: 53.27  |  FB-IoU: 68.52 |  0: 48.63    |  1: 56.83    |  2: 58.98    |  3: 62.23    |  4: 39.68   
[Batch: 2188/3108] mIoU: 53.27  |  FB-IoU: 68.52 |  0: 48.63    |  1: 56.85    |  2: 58.98    |  3: 62.23    |  4: 39.68   
[Batch: 2189/3108] mIoU: 53.29  |  FB-IoU: 68.53 |  0: 48.63    |  1: 56.93    |  2: 58.98    |  3: 62.23    |  4: 39.68   
[Batch: 2190/3108] mIoU: 53.29  |  FB-IoU: 68.52 |  0: 48.63    |  1: 56.93    |  2: 58.98    |  3: 62.23    |  4: 39.68   
[Batch: 2191/3108] mIoU: 53.29  |  FB-IoU: 68.52 |  0: 48.64    |  1: 56.93    |  2: 58.98    |  3: 62.23    |  4: 39.68   
[Batch: 2192/3108] mIoU: 53.30  |  FB-IoU: 68.54 |  0: 48.69    |  1: 56.93    |  2: 58.98    |  3: 62.23    |  4: 39.68   
[Batch: 2193/3108] mIoU: 53.30  |  FB-IoU: 68.53 |  0: 48.69    |  1: 56.93    |  2: 58.98    |  3: 62.23    |  4: 39.68   
[Batch: 2194/3108] mIoU: 53.30  |  FB-IoU: 68.54 |  0: 48.69    |  1: 56.93    |  2: 58.98    |  3: 62.23    |  4: 39.68   
[Batch: 2195/3108] mIoU: 53.31  |  FB-IoU: 68.54 |  0: 48.71    |  1: 56.93    |  2: 58.98    |  3: 62.23    |  4: 39.68   
[Batch: 2196/3108] mIoU: 53.31  |  FB-IoU: 68.54 |  0: 48.72    |  1: 56.93    |  2: 58.98    |  3: 62.23    |  4: 39.68   
[Batch: 2197/3108] mIoU: 53.29  |  FB-IoU: 68.54 |  0: 48.72    |  1: 56.93    |  2: 58.87    |  3: 62.23    |  4: 39.68   
[Batch: 2198/3108] mIoU: 53.29  |  FB-IoU: 68.54 |  0: 48.73    |  1: 56.93    |  2: 58.87    |  3: 62.23    |  4: 39.68   
[Batch: 2199/3108] mIoU: 53.29  |  FB-IoU: 68.54 |  0: 48.73    |  1: 56.93    |  2: 58.87    |  3: 62.23    |  4: 39.68   
[Batch: 2200/3108] mIoU: 53.29  |  FB-IoU: 68.55 |  0: 48.73    |  1: 56.93    |  2: 58.87    |  3: 62.25    |  4: 39.68   
[Batch: 2201/3108] mIoU: 53.27  |  FB-IoU: 68.54 |  0: 48.73    |  1: 56.93    |  2: 58.77    |  3: 62.25    |  4: 39.68   
[Batch: 2202/3108] mIoU: 53.27  |  FB-IoU: 68.55 |  0: 48.73    |  1: 56.93    |  2: 58.77    |  3: 62.25    |  4: 39.68   
[Batch: 2203/3108] mIoU: 53.29  |  FB-IoU: 68.56 |  0: 48.73    |  1: 57.03    |  2: 58.77    |  3: 62.25    |  4: 39.68   
[Batch: 2204/3108] mIoU: 53.27  |  FB-IoU: 68.55 |  0: 48.73    |  1: 57.03    |  2: 58.77    |  3: 62.25    |  4: 39.56   
[Batch: 2205/3108] mIoU: 53.27  |  FB-IoU: 68.55 |  0: 48.74    |  1: 57.03    |  2: 58.77    |  3: 62.25    |  4: 39.56   
[Batch: 2206/3108] mIoU: 53.27  |  FB-IoU: 68.55 |  0: 48.73    |  1: 57.03    |  2: 58.77    |  3: 62.25    |  4: 39.56   
[Batch: 2207/3108] mIoU: 53.27  |  FB-IoU: 68.55 |  0: 48.73    |  1: 57.03    |  2: 58.77    |  3: 62.25    |  4: 39.56   
[Batch: 2208/3108] mIoU: 53.27  |  FB-IoU: 68.55 |  0: 48.73    |  1: 57.03    |  2: 58.77    |  3: 62.25    |  4: 39.56   
[Batch: 2209/3108] mIoU: 53.26  |  FB-IoU: 68.55 |  0: 48.73    |  1: 57.03    |  2: 58.77    |  3: 62.21    |  4: 39.56   
[Batch: 2210/3108] mIoU: 53.26  |  FB-IoU: 68.55 |  0: 48.73    |  1: 57.03    |  2: 58.77    |  3: 62.21    |  4: 39.56   
[Batch: 2211/3108] mIoU: 53.26  |  FB-IoU: 68.55 |  0: 48.75    |  1: 57.03    |  2: 58.77    |  3: 62.21    |  4: 39.56   
[Batch: 2212/3108] mIoU: 53.26  |  FB-IoU: 68.55 |  0: 48.75    |  1: 57.03    |  2: 58.77    |  3: 62.18    |  4: 39.56   
[Batch: 2213/3108] mIoU: 53.25  |  FB-IoU: 68.55 |  0: 48.75    |  1: 57.03    |  2: 58.73    |  3: 62.18    |  4: 39.56   
[Batch: 2214/3108] mIoU: 53.25  |  FB-IoU: 68.55 |  0: 48.75    |  1: 57.03    |  2: 58.73    |  3: 62.17    |  4: 39.56   
[Batch: 2215/3108] mIoU: 53.24  |  FB-IoU: 68.55 |  0: 48.75    |  1: 57.03    |  2: 58.73    |  3: 62.17    |  4: 39.50   
[Batch: 2216/3108] mIoU: 53.24  |  FB-IoU: 68.55 |  0: 48.76    |  1: 57.03    |  2: 58.73    |  3: 62.17    |  4: 39.50   
[Batch: 2217/3108] mIoU: 53.23  |  FB-IoU: 68.55 |  0: 48.76    |  1: 57.00    |  2: 58.73    |  3: 62.17    |  4: 39.50   
[Batch: 2218/3108] mIoU: 53.23  |  FB-IoU: 68.55 |  0: 48.76    |  1: 57.00    |  2: 58.73    |  3: 62.17    |  4: 39.50   
[Batch: 2219/3108] mIoU: 53.23  |  FB-IoU: 68.55 |  0: 48.77    |  1: 57.00    |  2: 58.73    |  3: 62.17    |  4: 39.50   
[Batch: 2220/3108] mIoU: 53.24  |  FB-IoU: 68.56 |  0: 48.77    |  1: 57.00    |  2: 58.73    |  3: 62.21    |  4: 39.50   
[Batch: 2221/3108] mIoU: 53.26  |  FB-IoU: 68.57 |  0: 48.77    |  1: 57.11    |  2: 58.73    |  3: 62.21    |  4: 39.50   
[Batch: 2222/3108] mIoU: 53.26  |  FB-IoU: 68.57 |  0: 48.77    |  1: 57.11    |  2: 58.73    |  3: 62.21    |  4: 39.50   
[Batch: 2223/3108] mIoU: 53.27  |  FB-IoU: 68.58 |  0: 48.78    |  1: 57.11    |  2: 58.73    |  3: 62.21    |  4: 39.50   
[Batch: 2224/3108] mIoU: 53.26  |  FB-IoU: 68.57 |  0: 48.75    |  1: 57.11    |  2: 58.73    |  3: 62.21    |  4: 39.50   
[Batch: 2225/3108] mIoU: 53.26  |  FB-IoU: 68.57 |  0: 48.77    |  1: 57.11    |  2: 58.73    |  3: 62.21    |  4: 39.50   
[Batch: 2226/3108] mIoU: 53.26  |  FB-IoU: 68.57 |  0: 48.77    |  1: 57.11    |  2: 58.73    |  3: 62.21    |  4: 39.50   
[Batch: 2227/3108] mIoU: 53.27  |  FB-IoU: 68.58 |  0: 48.77    |  1: 57.11    |  2: 58.73    |  3: 62.25    |  4: 39.50   
[Batch: 2228/3108] mIoU: 53.27  |  FB-IoU: 68.57 |  0: 48.74    |  1: 57.11    |  2: 58.73    |  3: 62.25    |  4: 39.50   
[Batch: 2229/3108] mIoU: 53.27  |  FB-IoU: 68.58 |  0: 48.74    |  1: 57.11    |  2: 58.73    |  3: 62.25    |  4: 39.50   
[Batch: 2230/3108] mIoU: 53.27  |  FB-IoU: 68.58 |  0: 48.77    |  1: 57.11    |  2: 58.73    |  3: 62.25    |  4: 39.50   
[Batch: 2231/3108] mIoU: 53.28  |  FB-IoU: 68.59 |  0: 48.77    |  1: 57.11    |  2: 58.73    |  3: 62.31    |  4: 39.50   
[Batch: 2232/3108] mIoU: 53.29  |  FB-IoU: 68.60 |  0: 48.77    |  1: 57.11    |  2: 58.73    |  3: 62.34    |  4: 39.50   
[Batch: 2233/3108] mIoU: 53.32  |  FB-IoU: 68.61 |  0: 48.77    |  1: 57.26    |  2: 58.73    |  3: 62.34    |  4: 39.50   
[Batch: 2234/3108] mIoU: 53.32  |  FB-IoU: 68.60 |  0: 48.76    |  1: 57.26    |  2: 58.73    |  3: 62.34    |  4: 39.50   
[Batch: 2235/3108] mIoU: 53.32  |  FB-IoU: 68.61 |  0: 48.78    |  1: 57.26    |  2: 58.73    |  3: 62.34    |  4: 39.50   
[Batch: 2236/3108] mIoU: 53.33  |  FB-IoU: 68.62 |  0: 48.78    |  1: 57.26    |  2: 58.73    |  3: 62.39    |  4: 39.50   
[Batch: 2237/3108] mIoU: 53.35  |  FB-IoU: 68.63 |  0: 48.86    |  1: 57.26    |  2: 58.73    |  3: 62.39    |  4: 39.50   
[Batch: 2238/3108] mIoU: 53.39  |  FB-IoU: 68.64 |  0: 48.86    |  1: 57.45    |  2: 58.73    |  3: 62.39    |  4: 39.50   
[Batch: 2239/3108] mIoU: 53.37  |  FB-IoU: 68.61 |  0: 48.77    |  1: 57.45    |  2: 58.73    |  3: 62.39    |  4: 39.50   
[Batch: 2240/3108] mIoU: 53.37  |  FB-IoU: 68.61 |  0: 48.77    |  1: 57.46    |  2: 58.73    |  3: 62.39    |  4: 39.50   
[Batch: 2241/3108] mIoU: 53.39  |  FB-IoU: 68.62 |  0: 48.77    |  1: 57.46    |  2: 58.81    |  3: 62.39    |  4: 39.50   
[Batch: 2242/3108] mIoU: 53.39  |  FB-IoU: 68.63 |  0: 48.77    |  1: 57.46    |  2: 58.81    |  3: 62.39    |  4: 39.50   
[Batch: 2243/3108] mIoU: 53.39  |  FB-IoU: 68.63 |  0: 48.77    |  1: 57.46    |  2: 58.81    |  3: 62.40    |  4: 39.50   
[Batch: 2244/3108] mIoU: 53.40  |  FB-IoU: 68.64 |  0: 48.77    |  1: 57.46    |  2: 58.81    |  3: 62.43    |  4: 39.50   
[Batch: 2245/3108] mIoU: 53.40  |  FB-IoU: 68.64 |  0: 48.78    |  1: 57.46    |  2: 58.81    |  3: 62.43    |  4: 39.50   
[Batch: 2246/3108] mIoU: 53.41  |  FB-IoU: 68.65 |  0: 48.83    |  1: 57.46    |  2: 58.81    |  3: 62.43    |  4: 39.50   
[Batch: 2247/3108] mIoU: 53.39  |  FB-IoU: 68.61 |  0: 48.72    |  1: 57.46    |  2: 58.81    |  3: 62.43    |  4: 39.50   
[Batch: 2248/3108] mIoU: 53.39  |  FB-IoU: 68.62 |  0: 48.72    |  1: 57.46    |  2: 58.81    |  3: 62.43    |  4: 39.50   
[Batch: 2249/3108] mIoU: 53.39  |  FB-IoU: 68.62 |  0: 48.72    |  1: 57.46    |  2: 58.81    |  3: 62.43    |  4: 39.50   
[Batch: 2250/3108] mIoU: 53.39  |  FB-IoU: 68.62 |  0: 48.73    |  1: 57.46    |  2: 58.81    |  3: 62.43    |  4: 39.50   
[Batch: 2251/3108] mIoU: 53.38  |  FB-IoU: 68.61 |  0: 48.69    |  1: 57.46    |  2: 58.81    |  3: 62.43    |  4: 39.50   
[Batch: 2252/3108] mIoU: 53.38  |  FB-IoU: 68.61 |  0: 48.68    |  1: 57.46    |  2: 58.81    |  3: 62.43    |  4: 39.50   
[Batch: 2253/3108] mIoU: 53.39  |  FB-IoU: 68.61 |  0: 48.68    |  1: 57.46    |  2: 58.85    |  3: 62.43    |  4: 39.50   
[Batch: 2254/3108] mIoU: 53.39  |  FB-IoU: 68.61 |  0: 48.68    |  1: 57.46    |  2: 58.85    |  3: 62.43    |  4: 39.50   
[Batch: 2255/3108] mIoU: 53.36  |  FB-IoU: 68.56 |  0: 48.54    |  1: 57.46    |  2: 58.85    |  3: 62.43    |  4: 39.50   
[Batch: 2256/3108] mIoU: 53.36  |  FB-IoU: 68.55 |  0: 48.52    |  1: 57.46    |  2: 58.85    |  3: 62.43    |  4: 39.50   
[Batch: 2257/3108] mIoU: 53.36  |  FB-IoU: 68.56 |  0: 48.52    |  1: 57.46    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2258/3108] mIoU: 53.36  |  FB-IoU: 68.57 |  0: 48.55    |  1: 57.46    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2259/3108] mIoU: 53.37  |  FB-IoU: 68.57 |  0: 48.55    |  1: 57.46    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2260/3108] mIoU: 53.40  |  FB-IoU: 68.58 |  0: 48.55    |  1: 57.63    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2261/3108] mIoU: 53.40  |  FB-IoU: 68.59 |  0: 48.58    |  1: 57.63    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2262/3108] mIoU: 53.40  |  FB-IoU: 68.59 |  0: 48.58    |  1: 57.62    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2263/3108] mIoU: 53.40  |  FB-IoU: 68.60 |  0: 48.59    |  1: 57.62    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2264/3108] mIoU: 53.41  |  FB-IoU: 68.60 |  0: 48.61    |  1: 57.62    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2265/3108] mIoU: 53.40  |  FB-IoU: 68.59 |  0: 48.58    |  1: 57.62    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2266/3108] mIoU: 53.40  |  FB-IoU: 68.59 |  0: 48.58    |  1: 57.62    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2267/3108] mIoU: 53.40  |  FB-IoU: 68.60 |  0: 48.59    |  1: 57.62    |  2: 58.85    |  3: 62.45    |  4: 39.50   
[Batch: 2268/3108] mIoU: 53.43  |  FB-IoU: 68.61 |  0: 48.59    |  1: 57.62    |  2: 59.00    |  3: 62.45    |  4: 39.50   
[Batch: 2269/3108] mIoU: 53.44  |  FB-IoU: 68.61 |  0: 48.60    |  1: 57.62    |  2: 59.00    |  3: 62.45    |  4: 39.50   
[Batch: 2270/3108] mIoU: 53.44  |  FB-IoU: 68.61 |  0: 48.60    |  1: 57.62    |  2: 59.01    |  3: 62.45    |  4: 39.50   
[Batch: 2271/3108] mIoU: 53.42  |  FB-IoU: 68.60 |  0: 48.60    |  1: 57.62    |  2: 59.01    |  3: 62.39    |  4: 39.50   
[Batch: 2272/3108] mIoU: 53.39  |  FB-IoU: 68.59 |  0: 48.60    |  1: 57.62    |  2: 58.85    |  3: 62.39    |  4: 39.50   
[Batch: 2273/3108] mIoU: 53.39  |  FB-IoU: 68.59 |  0: 48.58    |  1: 57.62    |  2: 58.85    |  3: 62.39    |  4: 39.50   
[Batch: 2274/3108] mIoU: 53.38  |  FB-IoU: 68.57 |  0: 48.53    |  1: 57.62    |  2: 58.85    |  3: 62.39    |  4: 39.50   
[Batch: 2275/3108] mIoU: 53.38  |  FB-IoU: 68.57 |  0: 48.52    |  1: 57.62    |  2: 58.85    |  3: 62.39    |  4: 39.50   
[Batch: 2276/3108] mIoU: 53.38  |  FB-IoU: 68.57 |  0: 48.53    |  1: 57.62    |  2: 58.85    |  3: 62.39    |  4: 39.50   
[Batch: 2277/3108] mIoU: 53.36  |  FB-IoU: 68.55 |  0: 48.53    |  1: 57.62    |  2: 58.85    |  3: 62.28    |  4: 39.50   
[Batch: 2278/3108] mIoU: 53.32  |  FB-IoU: 68.54 |  0: 48.53    |  1: 57.62    |  2: 58.85    |  3: 62.28    |  4: 39.31   
[Batch: 2279/3108] mIoU: 53.29  |  FB-IoU: 68.52 |  0: 48.53    |  1: 57.62    |  2: 58.85    |  3: 62.16    |  4: 39.31   
[Batch: 2280/3108] mIoU: 53.29  |  FB-IoU: 68.52 |  0: 48.53    |  1: 57.62    |  2: 58.85    |  3: 62.14    |  4: 39.31   
[Batch: 2281/3108] mIoU: 53.33  |  FB-IoU: 68.53 |  0: 48.53    |  1: 57.62    |  2: 59.06    |  3: 62.14    |  4: 39.31   
[Batch: 2282/3108] mIoU: 53.31  |  FB-IoU: 68.51 |  0: 48.53    |  1: 57.62    |  2: 59.06    |  3: 62.04    |  4: 39.31   
[Batch: 2283/3108] mIoU: 53.30  |  FB-IoU: 68.50 |  0: 48.53    |  1: 57.62    |  2: 59.06    |  3: 62.04    |  4: 39.25   
[Batch: 2284/3108] mIoU: 53.30  |  FB-IoU: 68.50 |  0: 48.54    |  1: 57.62    |  2: 59.06    |  3: 62.04    |  4: 39.25   
[Batch: 2285/3108] mIoU: 53.31  |  FB-IoU: 68.51 |  0: 48.57    |  1: 57.62    |  2: 59.06    |  3: 62.04    |  4: 39.25   
[Batch: 2286/3108] mIoU: 53.31  |  FB-IoU: 68.51 |  0: 48.57    |  1: 57.62    |  2: 59.06    |  3: 62.05    |  4: 39.25   
[Batch: 2287/3108] mIoU: 53.32  |  FB-IoU: 68.52 |  0: 48.57    |  1: 57.62    |  2: 59.06    |  3: 62.09    |  4: 39.25   
[Batch: 2288/3108] mIoU: 53.35  |  FB-IoU: 68.53 |  0: 48.57    |  1: 57.78    |  2: 59.06    |  3: 62.09    |  4: 39.25   
[Batch: 2289/3108] mIoU: 53.35  |  FB-IoU: 68.53 |  0: 48.57    |  1: 57.78    |  2: 59.06    |  3: 62.09    |  4: 39.25   
[Batch: 2290/3108] mIoU: 53.35  |  FB-IoU: 68.53 |  0: 48.58    |  1: 57.78    |  2: 59.06    |  3: 62.09    |  4: 39.25   
[Batch: 2291/3108] mIoU: 53.36  |  FB-IoU: 68.54 |  0: 48.61    |  1: 57.78    |  2: 59.06    |  3: 62.09    |  4: 39.25   
[Batch: 2292/3108] mIoU: 53.36  |  FB-IoU: 68.54 |  0: 48.62    |  1: 57.78    |  2: 59.06    |  3: 62.09    |  4: 39.25   
[Batch: 2293/3108] mIoU: 53.37  |  FB-IoU: 68.54 |  0: 48.62    |  1: 57.83    |  2: 59.06    |  3: 62.09    |  4: 39.25   
[Batch: 2294/3108] mIoU: 53.37  |  FB-IoU: 68.55 |  0: 48.64    |  1: 57.83    |  2: 59.06    |  3: 62.09    |  4: 39.25   
[Batch: 2295/3108] mIoU: 53.38  |  FB-IoU: 68.56 |  0: 48.64    |  1: 57.83    |  2: 59.06    |  3: 62.13    |  4: 39.25   
[Batch: 2296/3108] mIoU: 53.38  |  FB-IoU: 68.57 |  0: 48.67    |  1: 57.83    |  2: 59.06    |  3: 62.13    |  4: 39.25   
[Batch: 2297/3108] mIoU: 53.39  |  FB-IoU: 68.57 |  0: 48.68    |  1: 57.83    |  2: 59.06    |  3: 62.13    |  4: 39.25   
[Batch: 2298/3108] mIoU: 53.32  |  FB-IoU: 68.55 |  0: 48.68    |  1: 57.83    |  2: 58.73    |  3: 62.13    |  4: 39.25   
[Batch: 2299/3108] mIoU: 53.33  |  FB-IoU: 68.55 |  0: 48.68    |  1: 57.88    |  2: 58.73    |  3: 62.13    |  4: 39.25   
[Batch: 2300/3108] mIoU: 53.32  |  FB-IoU: 68.55 |  0: 48.68    |  1: 57.88    |  2: 58.67    |  3: 62.13    |  4: 39.25   
[Batch: 2301/3108] mIoU: 53.32  |  FB-IoU: 68.55 |  0: 48.68    |  1: 57.88    |  2: 58.67    |  3: 62.13    |  4: 39.25   
[Batch: 2302/3108] mIoU: 53.33  |  FB-IoU: 68.56 |  0: 48.68    |  1: 57.88    |  2: 58.67    |  3: 62.13    |  4: 39.30   
[Batch: 2303/3108] mIoU: 53.33  |  FB-IoU: 68.56 |  0: 48.68    |  1: 57.88    |  2: 58.67    |  3: 62.13    |  4: 39.30   
[Batch: 2304/3108] mIoU: 53.35  |  FB-IoU: 68.57 |  0: 48.68    |  1: 57.96    |  2: 58.67    |  3: 62.13    |  4: 39.30   
[Batch: 2305/3108] mIoU: 53.33  |  FB-IoU: 68.55 |  0: 48.68    |  1: 57.96    |  2: 58.67    |  3: 62.04    |  4: 39.30   
[Batch: 2306/3108] mIoU: 53.33  |  FB-IoU: 68.56 |  0: 48.68    |  1: 57.96    |  2: 58.67    |  3: 62.06    |  4: 39.30   
[Batch: 2307/3108] mIoU: 53.30  |  FB-IoU: 68.55 |  0: 48.68    |  1: 57.96    |  2: 58.51    |  3: 62.06    |  4: 39.30   
[Batch: 2308/3108] mIoU: 53.29  |  FB-IoU: 68.54 |  0: 48.65    |  1: 57.96    |  2: 58.51    |  3: 62.06    |  4: 39.30   
[Batch: 2309/3108] mIoU: 53.31  |  FB-IoU: 68.55 |  0: 48.65    |  1: 57.96    |  2: 58.51    |  3: 62.13    |  4: 39.30   
[Batch: 2310/3108] mIoU: 53.30  |  FB-IoU: 68.54 |  0: 48.65    |  1: 57.96    |  2: 58.51    |  3: 62.08    |  4: 39.30   
[Batch: 2311/3108] mIoU: 53.31  |  FB-IoU: 68.55 |  0: 48.65    |  1: 57.96    |  2: 58.51    |  3: 62.12    |  4: 39.30   
[Batch: 2312/3108] mIoU: 53.31  |  FB-IoU: 68.56 |  0: 48.65    |  1: 57.96    |  2: 58.51    |  3: 62.15    |  4: 39.30   
[Batch: 2313/3108] mIoU: 53.32  |  FB-IoU: 68.57 |  0: 48.65    |  1: 57.96    |  2: 58.51    |  3: 62.16    |  4: 39.30   
[Batch: 2314/3108] mIoU: 53.31  |  FB-IoU: 68.56 |  0: 48.64    |  1: 57.96    |  2: 58.51    |  3: 62.16    |  4: 39.30   
[Batch: 2315/3108] mIoU: 53.32  |  FB-IoU: 68.57 |  0: 48.64    |  1: 57.96    |  2: 58.51    |  3: 62.16    |  4: 39.30   
[Batch: 2316/3108] mIoU: 53.33  |  FB-IoU: 68.58 |  0: 48.64    |  1: 58.06    |  2: 58.51    |  3: 62.16    |  4: 39.30   
[Batch: 2317/3108] mIoU: 53.33  |  FB-IoU: 68.57 |  0: 48.63    |  1: 58.06    |  2: 58.51    |  3: 62.16    |  4: 39.30   
[Batch: 2318/3108] mIoU: 53.34  |  FB-IoU: 68.58 |  0: 48.66    |  1: 58.06    |  2: 58.51    |  3: 62.16    |  4: 39.30   
[Batch: 2319/3108] mIoU: 53.36  |  FB-IoU: 68.59 |  0: 48.66    |  1: 58.06    |  2: 58.63    |  3: 62.16    |  4: 39.30   
[Batch: 2320/3108] mIoU: 53.37  |  FB-IoU: 68.60 |  0: 48.66    |  1: 58.06    |  2: 58.63    |  3: 62.20    |  4: 39.30   
[Batch: 2321/3108] mIoU: 53.34  |  FB-IoU: 68.57 |  0: 48.66    |  1: 58.06    |  2: 58.63    |  3: 62.06    |  4: 39.30   
[Batch: 2322/3108] mIoU: 53.35  |  FB-IoU: 68.58 |  0: 48.70    |  1: 58.06    |  2: 58.63    |  3: 62.06    |  4: 39.30   
[Batch: 2323/3108] mIoU: 53.37  |  FB-IoU: 68.59 |  0: 48.70    |  1: 58.06    |  2: 58.74    |  3: 62.06    |  4: 39.30   
[Batch: 2324/3108] mIoU: 53.38  |  FB-IoU: 68.60 |  0: 48.70    |  1: 58.06    |  2: 58.74    |  3: 62.10    |  4: 39.30   
[Batch: 2325/3108] mIoU: 53.39  |  FB-IoU: 68.62 |  0: 48.70    |  1: 58.06    |  2: 58.74    |  3: 62.16    |  4: 39.30   
[Batch: 2326/3108] mIoU: 53.41  |  FB-IoU: 68.63 |  0: 48.70    |  1: 58.06    |  2: 58.74    |  3: 62.23    |  4: 39.30   
[Batch: 2327/3108] mIoU: 53.41  |  FB-IoU: 68.63 |  0: 48.72    |  1: 58.06    |  2: 58.74    |  3: 62.23    |  4: 39.30   
[Batch: 2328/3108] mIoU: 53.41  |  FB-IoU: 68.64 |  0: 48.74    |  1: 58.06    |  2: 58.74    |  3: 62.23    |  4: 39.30   
[Batch: 2329/3108] mIoU: 53.42  |  FB-IoU: 68.64 |  0: 48.75    |  1: 58.06    |  2: 58.74    |  3: 62.23    |  4: 39.30   
[Batch: 2330/3108] mIoU: 53.42  |  FB-IoU: 68.64 |  0: 48.77    |  1: 58.06    |  2: 58.74    |  3: 62.23    |  4: 39.30   
[Batch: 2331/3108] mIoU: 53.38  |  FB-IoU: 68.61 |  0: 48.77    |  1: 58.06    |  2: 58.74    |  3: 62.06    |  4: 39.30   
[Batch: 2332/3108] mIoU: 53.44  |  FB-IoU: 68.61 |  0: 48.77    |  1: 58.06    |  2: 58.74    |  3: 62.06    |  4: 39.56   
[Batch: 2333/3108] mIoU: 53.43  |  FB-IoU: 68.60 |  0: 48.77    |  1: 58.06    |  2: 58.74    |  3: 62.01    |  4: 39.56   
[Batch: 2334/3108] mIoU: 53.44  |  FB-IoU: 68.62 |  0: 48.77    |  1: 58.06    |  2: 58.74    |  3: 62.08    |  4: 39.56   
[Batch: 2335/3108] mIoU: 53.45  |  FB-IoU: 68.62 |  0: 48.78    |  1: 58.06    |  2: 58.74    |  3: 62.08    |  4: 39.56   
[Batch: 2336/3108] mIoU: 53.44  |  FB-IoU: 68.61 |  0: 48.78    |  1: 58.06    |  2: 58.74    |  3: 62.04    |  4: 39.56   
[Batch: 2337/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.78    |  1: 58.06    |  2: 58.74    |  3: 62.04    |  4: 39.23   
[Batch: 2338/3108] mIoU: 53.37  |  FB-IoU: 68.59 |  0: 48.80    |  1: 58.06    |  2: 58.74    |  3: 62.04    |  4: 39.23   
[Batch: 2339/3108] mIoU: 53.38  |  FB-IoU: 68.59 |  0: 48.80    |  1: 58.11    |  2: 58.74    |  3: 62.04    |  4: 39.23   
[Batch: 2340/3108] mIoU: 53.37  |  FB-IoU: 68.57 |  0: 48.75    |  1: 58.11    |  2: 58.74    |  3: 62.04    |  4: 39.23   
[Batch: 2341/3108] mIoU: 53.37  |  FB-IoU: 68.57 |  0: 48.75    |  1: 58.11    |  2: 58.74    |  3: 62.03    |  4: 39.23   
[Batch: 2342/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.75    |  1: 58.11    |  2: 58.74    |  3: 62.03    |  4: 39.23   
[Batch: 2343/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.75    |  1: 58.11    |  2: 58.74    |  3: 62.01    |  4: 39.23   
[Batch: 2344/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.76    |  1: 58.11    |  2: 58.74    |  3: 62.01    |  4: 39.23   
[Batch: 2345/3108] mIoU: 53.36  |  FB-IoU: 68.57 |  0: 48.76    |  1: 58.11    |  2: 58.74    |  3: 61.99    |  4: 39.23   
[Batch: 2346/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.78    |  1: 58.11    |  2: 58.74    |  3: 61.99    |  4: 39.23   
[Batch: 2347/3108] mIoU: 53.36  |  FB-IoU: 68.57 |  0: 48.78    |  1: 58.11    |  2: 58.74    |  3: 61.94    |  4: 39.23   
[Batch: 2348/3108] mIoU: 53.36  |  FB-IoU: 68.56 |  0: 48.78    |  1: 58.11    |  2: 58.74    |  3: 61.94    |  4: 39.22   
[Batch: 2349/3108] mIoU: 53.37  |  FB-IoU: 68.57 |  0: 48.78    |  1: 58.11    |  2: 58.74    |  3: 61.99    |  4: 39.22   
[Batch: 2350/3108] mIoU: 53.37  |  FB-IoU: 68.57 |  0: 48.80    |  1: 58.11    |  2: 58.74    |  3: 61.99    |  4: 39.22   
[Batch: 2351/3108] mIoU: 53.38  |  FB-IoU: 68.58 |  0: 48.82    |  1: 58.11    |  2: 58.74    |  3: 61.99    |  4: 39.22   
[Batch: 2352/3108] mIoU: 53.38  |  FB-IoU: 68.58 |  0: 48.82    |  1: 58.14    |  2: 58.74    |  3: 61.99    |  4: 39.22   
[Batch: 2353/3108] mIoU: 53.32  |  FB-IoU: 68.56 |  0: 48.82    |  1: 58.14    |  2: 58.40    |  3: 61.99    |  4: 39.22   
[Batch: 2354/3108] mIoU: 53.31  |  FB-IoU: 68.56 |  0: 48.82    |  1: 58.14    |  2: 58.40    |  3: 61.98    |  4: 39.22   
[Batch: 2355/3108] mIoU: 53.32  |  FB-IoU: 68.57 |  0: 48.82    |  1: 58.20    |  2: 58.40    |  3: 61.98    |  4: 39.22   
[Batch: 2356/3108] mIoU: 53.33  |  FB-IoU: 68.58 |  0: 48.84    |  1: 58.20    |  2: 58.40    |  3: 61.98    |  4: 39.22   
[Batch: 2357/3108] mIoU: 53.40  |  FB-IoU: 68.58 |  0: 48.84    |  1: 58.20    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2358/3108] mIoU: 53.40  |  FB-IoU: 68.58 |  0: 48.84    |  1: 58.20    |  2: 58.40    |  3: 61.96    |  4: 39.59   
[Batch: 2359/3108] mIoU: 53.41  |  FB-IoU: 68.59 |  0: 48.84    |  1: 58.25    |  2: 58.40    |  3: 61.96    |  4: 39.59   
[Batch: 2360/3108] mIoU: 53.42  |  FB-IoU: 68.60 |  0: 48.84    |  1: 58.25    |  2: 58.40    |  3: 62.01    |  4: 39.59   
[Batch: 2361/3108] mIoU: 53.41  |  FB-IoU: 68.59 |  0: 48.84    |  1: 58.25    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2362/3108] mIoU: 53.35  |  FB-IoU: 68.58 |  0: 48.84    |  1: 57.95    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2363/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.84    |  1: 58.04    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2364/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.85    |  1: 58.04    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2365/3108] mIoU: 53.37  |  FB-IoU: 68.57 |  0: 48.84    |  1: 58.04    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2366/3108] mIoU: 53.38  |  FB-IoU: 68.58 |  0: 48.84    |  1: 58.10    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2367/3108] mIoU: 53.38  |  FB-IoU: 68.58 |  0: 48.85    |  1: 58.10    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2368/3108] mIoU: 53.38  |  FB-IoU: 68.58 |  0: 48.85    |  1: 58.10    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2369/3108] mIoU: 53.38  |  FB-IoU: 68.59 |  0: 48.85    |  1: 58.10    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2370/3108] mIoU: 53.39  |  FB-IoU: 68.59 |  0: 48.88    |  1: 58.10    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2371/3108] mIoU: 53.39  |  FB-IoU: 68.59 |  0: 48.88    |  1: 58.10    |  2: 58.40    |  3: 61.98    |  4: 39.59   
[Batch: 2372/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.88    |  1: 58.10    |  2: 58.40    |  3: 61.90    |  4: 39.59   
[Batch: 2373/3108] mIoU: 53.38  |  FB-IoU: 68.59 |  0: 48.88    |  1: 58.10    |  2: 58.40    |  3: 61.94    |  4: 39.59   
[Batch: 2374/3108] mIoU: 53.40  |  FB-IoU: 68.59 |  0: 48.88    |  1: 58.10    |  2: 58.51    |  3: 61.94    |  4: 39.59   
[Batch: 2375/3108] mIoU: 53.41  |  FB-IoU: 68.59 |  0: 48.90    |  1: 58.10    |  2: 58.51    |  3: 61.94    |  4: 39.59   
[Batch: 2376/3108] mIoU: 53.35  |  FB-IoU: 68.57 |  0: 48.90    |  1: 58.10    |  2: 58.21    |  3: 61.94    |  4: 39.59   
[Batch: 2377/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.90    |  1: 58.10    |  2: 58.21    |  3: 61.94    |  4: 39.69   
[Batch: 2378/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.92    |  1: 58.10    |  2: 58.21    |  3: 61.94    |  4: 39.69   
[Batch: 2379/3108] mIoU: 53.38  |  FB-IoU: 68.59 |  0: 48.95    |  1: 58.10    |  2: 58.21    |  3: 61.94    |  4: 39.69   
[Batch: 2380/3108] mIoU: 53.37  |  FB-IoU: 68.58 |  0: 48.95    |  1: 58.04    |  2: 58.21    |  3: 61.94    |  4: 39.69   
[Batch: 2381/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.95    |  1: 58.04    |  2: 58.21    |  3: 61.93    |  4: 39.69   
[Batch: 2382/3108] mIoU: 53.35  |  FB-IoU: 68.58 |  0: 48.95    |  1: 58.04    |  2: 58.13    |  3: 61.93    |  4: 39.69   
[Batch: 2383/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.95    |  1: 58.04    |  2: 58.13    |  3: 61.93    |  4: 39.75   
[Batch: 2384/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.95    |  1: 58.04    |  2: 58.16    |  3: 61.93    |  4: 39.75   
[Batch: 2385/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.95    |  1: 58.04    |  2: 58.16    |  3: 61.90    |  4: 39.75   
[Batch: 2386/3108] mIoU: 53.35  |  FB-IoU: 68.58 |  0: 48.93    |  1: 58.04    |  2: 58.16    |  3: 61.90    |  4: 39.75   
[Batch: 2387/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.93    |  1: 58.04    |  2: 58.16    |  3: 61.90    |  4: 39.75   
[Batch: 2388/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.93    |  1: 58.04    |  2: 58.16    |  3: 61.90    |  4: 39.75   
[Batch: 2389/3108] mIoU: 53.36  |  FB-IoU: 68.59 |  0: 48.97    |  1: 58.04    |  2: 58.16    |  3: 61.90    |  4: 39.75   
[Batch: 2390/3108] mIoU: 53.37  |  FB-IoU: 68.59 |  0: 48.97    |  1: 58.04    |  2: 58.19    |  3: 61.90    |  4: 39.75   
[Batch: 2391/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.94    |  1: 58.04    |  2: 58.19    |  3: 61.90    |  4: 39.75   
[Batch: 2392/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.94    |  1: 58.04    |  2: 58.19    |  3: 61.90    |  4: 39.75   
[Batch: 2393/3108] mIoU: 53.35  |  FB-IoU: 68.56 |  0: 48.94    |  1: 58.04    |  2: 58.19    |  3: 61.82    |  4: 39.75   
[Batch: 2394/3108] mIoU: 53.35  |  FB-IoU: 68.57 |  0: 48.96    |  1: 58.04    |  2: 58.19    |  3: 61.82    |  4: 39.75   
[Batch: 2395/3108] mIoU: 53.35  |  FB-IoU: 68.57 |  0: 48.98    |  1: 58.04    |  2: 58.19    |  3: 61.82    |  4: 39.75   
[Batch: 2396/3108] mIoU: 53.35  |  FB-IoU: 68.57 |  0: 48.97    |  1: 58.04    |  2: 58.19    |  3: 61.82    |  4: 39.75   
[Batch: 2397/3108] mIoU: 53.35  |  FB-IoU: 68.58 |  0: 48.97    |  1: 58.04    |  2: 58.19    |  3: 61.82    |  4: 39.75   
[Batch: 2398/3108] mIoU: 53.31  |  FB-IoU: 68.57 |  0: 48.97    |  1: 58.04    |  2: 58.00    |  3: 61.82    |  4: 39.75   
[Batch: 2399/3108] mIoU: 53.34  |  FB-IoU: 68.57 |  0: 48.97    |  1: 58.15    |  2: 58.00    |  3: 61.82    |  4: 39.75   
[Batch: 2400/3108] mIoU: 53.31  |  FB-IoU: 68.55 |  0: 48.97    |  1: 58.15    |  2: 58.00    |  3: 61.69    |  4: 39.75   
[Batch: 2401/3108] mIoU: 53.31  |  FB-IoU: 68.55 |  0: 48.97    |  1: 58.15    |  2: 58.00    |  3: 61.69    |  4: 39.75   
[Batch: 2402/3108] mIoU: 53.31  |  FB-IoU: 68.55 |  0: 48.99    |  1: 58.15    |  2: 58.00    |  3: 61.69    |  4: 39.75   
[Batch: 2403/3108] mIoU: 53.32  |  FB-IoU: 68.56 |  0: 48.99    |  1: 58.15    |  2: 58.00    |  3: 61.71    |  4: 39.75   
[Batch: 2404/3108] mIoU: 53.34  |  FB-IoU: 68.57 |  0: 48.99    |  1: 58.25    |  2: 58.00    |  3: 61.71    |  4: 39.75   
[Batch: 2405/3108] mIoU: 53.34  |  FB-IoU: 68.57 |  0: 49.00    |  1: 58.25    |  2: 58.00    |  3: 61.71    |  4: 39.75   
[Batch: 2406/3108] mIoU: 53.34  |  FB-IoU: 68.57 |  0: 48.99    |  1: 58.25    |  2: 58.00    |  3: 61.71    |  4: 39.75   
[Batch: 2407/3108] mIoU: 53.34  |  FB-IoU: 68.57 |  0: 48.98    |  1: 58.25    |  2: 58.00    |  3: 61.71    |  4: 39.75   
[Batch: 2408/3108] mIoU: 53.32  |  FB-IoU: 68.54 |  0: 48.90    |  1: 58.25    |  2: 58.00    |  3: 61.71    |  4: 39.75   
[Batch: 2409/3108] mIoU: 53.31  |  FB-IoU: 68.53 |  0: 48.90    |  1: 58.25    |  2: 58.00    |  3: 61.66    |  4: 39.75   
[Batch: 2410/3108] mIoU: 53.32  |  FB-IoU: 68.54 |  0: 48.90    |  1: 58.25    |  2: 58.00    |  3: 61.70    |  4: 39.75   
[Batch: 2411/3108] mIoU: 53.32  |  FB-IoU: 68.54 |  0: 48.90    |  1: 58.25    |  2: 58.00    |  3: 61.70    |  4: 39.75   
[Batch: 2412/3108] mIoU: 53.34  |  FB-IoU: 68.56 |  0: 48.90    |  1: 58.25    |  2: 58.00    |  3: 61.78    |  4: 39.75   
[Batch: 2413/3108] mIoU: 53.33  |  FB-IoU: 68.55 |  0: 48.88    |  1: 58.25    |  2: 58.00    |  3: 61.78    |  4: 39.75   
[Batch: 2414/3108] mIoU: 53.33  |  FB-IoU: 68.55 |  0: 48.88    |  1: 58.25    |  2: 58.00    |  3: 61.78    |  4: 39.75   
[Batch: 2415/3108] mIoU: 53.33  |  FB-IoU: 68.55 |  0: 48.88    |  1: 58.25    |  2: 58.00    |  3: 61.77    |  4: 39.75   
[Batch: 2416/3108] mIoU: 53.34  |  FB-IoU: 68.56 |  0: 48.88    |  1: 58.25    |  2: 58.07    |  3: 61.77    |  4: 39.75   
[Batch: 2417/3108] mIoU: 53.36  |  FB-IoU: 68.57 |  0: 48.88    |  1: 58.25    |  2: 58.07    |  3: 61.82    |  4: 39.75   
[Batch: 2418/3108] mIoU: 53.35  |  FB-IoU: 68.57 |  0: 48.88    |  1: 58.25    |  2: 58.07    |  3: 61.79    |  4: 39.75   
[Batch: 2419/3108] mIoU: 53.35  |  FB-IoU: 68.57 |  0: 48.89    |  1: 58.25    |  2: 58.07    |  3: 61.79    |  4: 39.75   
[Batch: 2420/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.91    |  1: 58.25    |  2: 58.07    |  3: 61.79    |  4: 39.75   
[Batch: 2421/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.92    |  1: 58.25    |  2: 58.07    |  3: 61.79    |  4: 39.75   
[Batch: 2422/3108] mIoU: 53.36  |  FB-IoU: 68.58 |  0: 48.92    |  1: 58.25    |  2: 58.07    |  3: 61.79    |  4: 39.75   
[Batch: 2423/3108] mIoU: 53.37  |  FB-IoU: 68.59 |  0: 48.92    |  1: 58.25    |  2: 58.07    |  3: 61.84    |  4: 39.75   
[Batch: 2424/3108] mIoU: 53.31  |  FB-IoU: 68.58 |  0: 48.92    |  1: 58.25    |  2: 57.80    |  3: 61.84    |  4: 39.75   
[Batch: 2425/3108] mIoU: 53.32  |  FB-IoU: 68.58 |  0: 48.92    |  1: 58.30    |  2: 57.80    |  3: 61.84    |  4: 39.75   
[Batch: 2426/3108] mIoU: 53.32  |  FB-IoU: 68.58 |  0: 48.92    |  1: 58.30    |  2: 57.80    |  3: 61.82    |  4: 39.75   
[Batch: 2427/3108] mIoU: 53.32  |  FB-IoU: 68.58 |  0: 48.92    |  1: 58.30    |  2: 57.80    |  3: 61.82    |  4: 39.75   
[Batch: 2428/3108] mIoU: 53.35  |  FB-IoU: 68.59 |  0: 48.92    |  1: 58.45    |  2: 57.80    |  3: 61.82    |  4: 39.75   
[Batch: 2429/3108] mIoU: 53.35  |  FB-IoU: 68.60 |  0: 48.93    |  1: 58.45    |  2: 57.80    |  3: 61.82    |  4: 39.75   
[Batch: 2430/3108] mIoU: 53.36  |  FB-IoU: 68.61 |  0: 48.93    |  1: 58.45    |  2: 57.80    |  3: 61.85    |  4: 39.75   
[Batch: 2431/3108] mIoU: 53.36  |  FB-IoU: 68.61 |  0: 48.93    |  1: 58.44    |  2: 57.80    |  3: 61.85    |  4: 39.75   
[Batch: 2432/3108] mIoU: 53.41  |  FB-IoU: 68.62 |  0: 48.93    |  1: 58.44    |  2: 57.80    |  3: 61.85    |  4: 40.04   
[Batch: 2433/3108] mIoU: 53.42  |  FB-IoU: 68.62 |  0: 48.95    |  1: 58.44    |  2: 57.80    |  3: 61.85    |  4: 40.04   
[Batch: 2434/3108] mIoU: 53.42  |  FB-IoU: 68.63 |  0: 48.95    |  1: 58.44    |  2: 57.80    |  3: 61.85    |  4: 40.04   
[Batch: 2435/3108] mIoU: 53.42  |  FB-IoU: 68.63 |  0: 48.96    |  1: 58.44    |  2: 57.80    |  3: 61.85    |  4: 40.04   
[Batch: 2436/3108] mIoU: 53.42  |  FB-IoU: 68.62 |  0: 48.94    |  1: 58.44    |  2: 57.80    |  3: 61.85    |  4: 40.04   
[Batch: 2437/3108] mIoU: 53.42  |  FB-IoU: 68.62 |  0: 48.94    |  1: 58.44    |  2: 57.80    |  3: 61.85    |  4: 40.04   
[Batch: 2438/3108] mIoU: 53.42  |  FB-IoU: 68.63 |  0: 48.94    |  1: 58.44    |  2: 57.80    |  3: 61.85    |  4: 40.04   
[Batch: 2439/3108] mIoU: 53.42  |  FB-IoU: 68.64 |  0: 48.94    |  1: 58.44    |  2: 57.80    |  3: 61.89    |  4: 40.04   
[Batch: 2440/3108] mIoU: 53.43  |  FB-IoU: 68.64 |  0: 48.94    |  1: 58.44    |  2: 57.80    |  3: 61.92    |  4: 40.04   
[Batch: 2441/3108] mIoU: 53.43  |  FB-IoU: 68.65 |  0: 48.96    |  1: 58.44    |  2: 57.80    |  3: 61.92    |  4: 40.04   
[Batch: 2442/3108] mIoU: 53.43  |  FB-IoU: 68.65 |  0: 48.96    |  1: 58.43    |  2: 57.80    |  3: 61.92    |  4: 40.04   
[Batch: 2443/3108] mIoU: 53.44  |  FB-IoU: 68.66 |  0: 48.99    |  1: 58.43    |  2: 57.80    |  3: 61.92    |  4: 40.04   
[Batch: 2444/3108] mIoU: 53.44  |  FB-IoU: 68.66 |  0: 49.01    |  1: 58.43    |  2: 57.80    |  3: 61.92    |  4: 40.04   
[Batch: 2445/3108] mIoU: 53.43  |  FB-IoU: 68.66 |  0: 49.01    |  1: 58.43    |  2: 57.80    |  3: 61.87    |  4: 40.04   
[Batch: 2446/3108] mIoU: 53.43  |  FB-IoU: 68.65 |  0: 49.01    |  1: 58.43    |  2: 57.80    |  3: 61.85    |  4: 40.04   
[Batch: 2447/3108] mIoU: 53.43  |  FB-IoU: 68.66 |  0: 49.02    |  1: 58.43    |  2: 57.80    |  3: 61.85    |  4: 40.04   
[Batch: 2448/3108] mIoU: 53.43  |  FB-IoU: 68.66 |  0: 49.02    |  1: 58.43    |  2: 57.80    |  3: 61.88    |  4: 40.04   
[Batch: 2449/3108] mIoU: 53.45  |  FB-IoU: 68.67 |  0: 49.02    |  1: 58.43    |  2: 57.87    |  3: 61.88    |  4: 40.04   
[Batch: 2450/3108] mIoU: 53.45  |  FB-IoU: 68.67 |  0: 49.02    |  1: 58.43    |  2: 57.87    |  3: 61.88    |  4: 40.04   
[Batch: 2451/3108] mIoU: 53.45  |  FB-IoU: 68.67 |  0: 49.01    |  1: 58.43    |  2: 57.87    |  3: 61.88    |  4: 40.04   
[Batch: 2452/3108] mIoU: 53.44  |  FB-IoU: 68.67 |  0: 49.01    |  1: 58.43    |  2: 57.85    |  3: 61.88    |  4: 40.04   
[Batch: 2453/3108] mIoU: 53.44  |  FB-IoU: 68.67 |  0: 49.01    |  1: 58.43    |  2: 57.85    |  3: 61.86    |  4: 40.04   
[Batch: 2454/3108] mIoU: 53.44  |  FB-IoU: 68.67 |  0: 49.01    |  1: 58.43    |  2: 57.85    |  3: 61.86    |  4: 40.04   
[Batch: 2455/3108] mIoU: 53.44  |  FB-IoU: 68.67 |  0: 49.01    |  1: 58.43    |  2: 57.85    |  3: 61.86    |  4: 40.04   
[Batch: 2456/3108] mIoU: 53.44  |  FB-IoU: 68.68 |  0: 49.01    |  1: 58.43    |  2: 57.85    |  3: 61.89    |  4: 40.04   
[Batch: 2457/3108] mIoU: 53.45  |  FB-IoU: 68.68 |  0: 49.01    |  1: 58.43    |  2: 57.85    |  3: 61.89    |  4: 40.04   
[Batch: 2458/3108] mIoU: 53.46  |  FB-IoU: 68.69 |  0: 49.01    |  1: 58.43    |  2: 57.85    |  3: 61.94    |  4: 40.04   
[Batch: 2459/3108] mIoU: 53.45  |  FB-IoU: 68.68 |  0: 49.00    |  1: 58.43    |  2: 57.85    |  3: 61.94    |  4: 40.04   
[Batch: 2460/3108] mIoU: 53.46  |  FB-IoU: 68.69 |  0: 49.03    |  1: 58.43    |  2: 57.85    |  3: 61.94    |  4: 40.04   
[Batch: 2461/3108] mIoU: 53.46  |  FB-IoU: 68.70 |  0: 49.03    |  1: 58.43    |  2: 57.85    |  3: 61.96    |  4: 40.04   
[Batch: 2462/3108] mIoU: 53.45  |  FB-IoU: 68.69 |  0: 49.03    |  1: 58.43    |  2: 57.85    |  3: 61.89    |  4: 40.04   
[Batch: 2463/3108] mIoU: 53.49  |  FB-IoU: 68.69 |  0: 49.03    |  1: 58.43    |  2: 57.85    |  3: 61.89    |  4: 40.25   
[Batch: 2464/3108] mIoU: 53.49  |  FB-IoU: 68.69 |  0: 49.03    |  1: 58.43    |  2: 57.85    |  3: 61.91    |  4: 40.25   
[Batch: 2465/3108] mIoU: 53.49  |  FB-IoU: 68.69 |  0: 49.03    |  1: 58.43    |  2: 57.85    |  3: 61.89    |  4: 40.25   
[Batch: 2466/3108] mIoU: 53.49  |  FB-IoU: 68.70 |  0: 49.04    |  1: 58.43    |  2: 57.85    |  3: 61.89    |  4: 40.25   
[Batch: 2467/3108] mIoU: 53.58  |  FB-IoU: 68.71 |  0: 49.04    |  1: 58.43    |  2: 57.85    |  3: 61.89    |  4: 40.69   
[Batch: 2468/3108] mIoU: 53.58  |  FB-IoU: 68.72 |  0: 49.04    |  1: 58.45    |  2: 57.85    |  3: 61.89    |  4: 40.69   
[Batch: 2469/3108] mIoU: 53.58  |  FB-IoU: 68.72 |  0: 49.05    |  1: 58.45    |  2: 57.85    |  3: 61.89    |  4: 40.69   
[Batch: 2470/3108] mIoU: 53.58  |  FB-IoU: 68.71 |  0: 49.05    |  1: 58.45    |  2: 57.85    |  3: 61.86    |  4: 40.69   
[Batch: 2471/3108] mIoU: 53.58  |  FB-IoU: 68.72 |  0: 49.05    |  1: 58.45    |  2: 57.85    |  3: 61.87    |  4: 40.69   
[Batch: 2472/3108] mIoU: 53.58  |  FB-IoU: 68.72 |  0: 49.05    |  1: 58.45    |  2: 57.85    |  3: 61.87    |  4: 40.69   
[Batch: 2473/3108] mIoU: 53.58  |  FB-IoU: 68.72 |  0: 49.07    |  1: 58.45    |  2: 57.85    |  3: 61.87    |  4: 40.69   
[Batch: 2474/3108] mIoU: 53.58  |  FB-IoU: 68.73 |  0: 49.07    |  1: 58.45    |  2: 57.85    |  3: 61.87    |  4: 40.69   
[Batch: 2475/3108] mIoU: 53.60  |  FB-IoU: 68.73 |  0: 49.07    |  1: 58.53    |  2: 57.85    |  3: 61.87    |  4: 40.69   
[Batch: 2476/3108] mIoU: 53.60  |  FB-IoU: 68.74 |  0: 49.09    |  1: 58.53    |  2: 57.85    |  3: 61.87    |  4: 40.69   
[Batch: 2477/3108] mIoU: 53.61  |  FB-IoU: 68.74 |  0: 49.09    |  1: 58.53    |  2: 57.85    |  3: 61.87    |  4: 40.69   
[Batch: 2478/3108] mIoU: 53.60  |  FB-IoU: 68.74 |  0: 49.08    |  1: 58.53    |  2: 57.85    |  3: 61.87    |  4: 40.69   
[Batch: 2479/3108] mIoU: 53.60  |  FB-IoU: 68.75 |  0: 49.08    |  1: 58.53    |  2: 57.85    |  3: 61.87    |  4: 40.69   
[Batch: 2480/3108] mIoU: 53.61  |  FB-IoU: 68.75 |  0: 49.08    |  1: 58.53    |  2: 57.85    |  3: 61.91    |  4: 40.69   
[Batch: 2481/3108] mIoU: 53.61  |  FB-IoU: 68.76 |  0: 49.09    |  1: 58.53    |  2: 57.85    |  3: 61.91    |  4: 40.69   
[Batch: 2482/3108] mIoU: 53.61  |  FB-IoU: 68.76 |  0: 49.09    |  1: 58.53    |  2: 57.85    |  3: 61.90    |  4: 40.69   
[Batch: 2483/3108] mIoU: 53.58  |  FB-IoU: 68.75 |  0: 49.09    |  1: 58.53    |  2: 57.71    |  3: 61.90    |  4: 40.69   
[Batch: 2484/3108] mIoU: 53.59  |  FB-IoU: 68.76 |  0: 49.11    |  1: 58.53    |  2: 57.71    |  3: 61.90    |  4: 40.69   
[Batch: 2485/3108] mIoU: 53.59  |  FB-IoU: 68.76 |  0: 49.11    |  1: 58.53    |  2: 57.71    |  3: 61.91    |  4: 40.69   
[Batch: 2486/3108] mIoU: 53.59  |  FB-IoU: 68.76 |  0: 49.11    |  1: 58.53    |  2: 57.71    |  3: 61.91    |  4: 40.69   
[Batch: 2487/3108] mIoU: 53.60  |  FB-IoU: 68.77 |  0: 49.11    |  1: 58.53    |  2: 57.71    |  3: 61.95    |  4: 40.69   
[Batch: 2488/3108] mIoU: 53.60  |  FB-IoU: 68.77 |  0: 49.11    |  1: 58.53    |  2: 57.71    |  3: 61.95    |  4: 40.69   
[Batch: 2489/3108] mIoU: 53.60  |  FB-IoU: 68.77 |  0: 49.10    |  1: 58.53    |  2: 57.71    |  3: 61.95    |  4: 40.69   
[Batch: 2490/3108] mIoU: 53.60  |  FB-IoU: 68.77 |  0: 49.10    |  1: 58.53    |  2: 57.71    |  3: 61.95    |  4: 40.69   
[Batch: 2491/3108] mIoU: 53.62  |  FB-IoU: 68.77 |  0: 49.10    |  1: 58.53    |  2: 57.71    |  3: 61.95    |  4: 40.80   
[Batch: 2492/3108] mIoU: 53.62  |  FB-IoU: 68.78 |  0: 49.11    |  1: 58.53    |  2: 57.71    |  3: 61.95    |  4: 40.80   
[Batch: 2493/3108] mIoU: 53.65  |  FB-IoU: 68.79 |  0: 49.11    |  1: 58.53    |  2: 57.84    |  3: 61.95    |  4: 40.80   
[Batch: 2494/3108] mIoU: 53.65  |  FB-IoU: 68.80 |  0: 49.11    |  1: 58.53    |  2: 57.84    |  3: 61.98    |  4: 40.80   
[Batch: 2495/3108] mIoU: 53.67  |  FB-IoU: 68.81 |  0: 49.11    |  1: 58.53    |  2: 57.84    |  3: 62.05    |  4: 40.80   
[Batch: 2496/3108] mIoU: 53.67  |  FB-IoU: 68.81 |  0: 49.11    |  1: 58.53    |  2: 57.84    |  3: 62.05    |  4: 40.80   
[Batch: 2497/3108] mIoU: 53.68  |  FB-IoU: 68.82 |  0: 49.11    |  1: 58.60    |  2: 57.84    |  3: 62.05    |  4: 40.80   
[Batch: 2498/3108] mIoU: 53.62  |  FB-IoU: 68.80 |  0: 49.11    |  1: 58.60    |  2: 57.84    |  3: 62.05    |  4: 40.49   
[Batch: 2499/3108] mIoU: 53.63  |  FB-IoU: 68.81 |  0: 49.11    |  1: 58.60    |  2: 57.84    |  3: 62.10    |  4: 40.49   
[Batch: 2500/3108] mIoU: 53.63  |  FB-IoU: 68.81 |  0: 49.11    |  1: 58.60    |  2: 57.84    |  3: 62.10    |  4: 40.49   
[Batch: 2501/3108] mIoU: 53.62  |  FB-IoU: 68.80 |  0: 49.11    |  1: 58.60    |  2: 57.84    |  3: 62.06    |  4: 40.49   
[Batch: 2502/3108] mIoU: 53.62  |  FB-IoU: 68.81 |  0: 49.13    |  1: 58.60    |  2: 57.84    |  3: 62.06    |  4: 40.49   
[Batch: 2503/3108] mIoU: 53.61  |  FB-IoU: 68.80 |  0: 49.13    |  1: 58.60    |  2: 57.84    |  3: 61.99    |  4: 40.49   
[Batch: 2504/3108] mIoU: 53.62  |  FB-IoU: 68.81 |  0: 49.13    |  1: 58.60    |  2: 57.84    |  3: 62.04    |  4: 40.49   
[Batch: 2505/3108] mIoU: 53.64  |  FB-IoU: 68.81 |  0: 49.13    |  1: 58.68    |  2: 57.84    |  3: 62.04    |  4: 40.49   
[Batch: 2506/3108] mIoU: 53.65  |  FB-IoU: 68.82 |  0: 49.13    |  1: 58.68    |  2: 57.84    |  3: 62.09    |  4: 40.49   
[Batch: 2507/3108] mIoU: 53.65  |  FB-IoU: 68.83 |  0: 49.13    |  1: 58.68    |  2: 57.84    |  3: 62.09    |  4: 40.49   
[Batch: 2508/3108] mIoU: 53.65  |  FB-IoU: 68.82 |  0: 49.12    |  1: 58.68    |  2: 57.84    |  3: 62.09    |  4: 40.49   
[Batch: 2509/3108] mIoU: 53.65  |  FB-IoU: 68.83 |  0: 49.13    |  1: 58.68    |  2: 57.84    |  3: 62.09    |  4: 40.49   
[Batch: 2510/3108] mIoU: 53.65  |  FB-IoU: 68.83 |  0: 49.13    |  1: 58.68    |  2: 57.84    |  3: 62.11    |  4: 40.49   
[Batch: 2511/3108] mIoU: 53.65  |  FB-IoU: 68.83 |  0: 49.12    |  1: 58.68    |  2: 57.84    |  3: 62.11    |  4: 40.49   
[Batch: 2512/3108] mIoU: 53.65  |  FB-IoU: 68.83 |  0: 49.12    |  1: 58.71    |  2: 57.84    |  3: 62.11    |  4: 40.49   
[Batch: 2513/3108] mIoU: 53.65  |  FB-IoU: 68.82 |  0: 49.09    |  1: 58.71    |  2: 57.84    |  3: 62.11    |  4: 40.49   
[Batch: 2514/3108] mIoU: 53.65  |  FB-IoU: 68.82 |  0: 49.08    |  1: 58.71    |  2: 57.84    |  3: 62.11    |  4: 40.49   
[Batch: 2515/3108] mIoU: 53.63  |  FB-IoU: 68.81 |  0: 49.08    |  1: 58.71    |  2: 57.84    |  3: 62.11    |  4: 40.42   
[Batch: 2516/3108] mIoU: 53.64  |  FB-IoU: 68.82 |  0: 49.11    |  1: 58.71    |  2: 57.84    |  3: 62.11    |  4: 40.42   
[Batch: 2517/3108] mIoU: 53.64  |  FB-IoU: 68.82 |  0: 49.11    |  1: 58.71    |  2: 57.84    |  3: 62.11    |  4: 40.42   
[Batch: 2518/3108] mIoU: 53.64  |  FB-IoU: 68.83 |  0: 49.13    |  1: 58.71    |  2: 57.84    |  3: 62.11    |  4: 40.42   
[Batch: 2519/3108] mIoU: 53.71  |  FB-IoU: 68.84 |  0: 49.13    |  1: 58.71    |  2: 58.18    |  3: 62.11    |  4: 40.42   
[Batch: 2520/3108] mIoU: 53.72  |  FB-IoU: 68.85 |  0: 49.13    |  1: 58.71    |  2: 58.18    |  3: 62.16    |  4: 40.42   
[Batch: 2521/3108] mIoU: 53.72  |  FB-IoU: 68.86 |  0: 49.13    |  1: 58.71    |  2: 58.18    |  3: 62.16    |  4: 40.42   
[Batch: 2522/3108] mIoU: 53.72  |  FB-IoU: 68.86 |  0: 49.13    |  1: 58.71    |  2: 58.18    |  3: 62.16    |  4: 40.42   
[Batch: 2523/3108] mIoU: 53.72  |  FB-IoU: 68.86 |  0: 49.13    |  1: 58.71    |  2: 58.18    |  3: 62.18    |  4: 40.42   
[Batch: 2524/3108] mIoU: 53.72  |  FB-IoU: 68.86 |  0: 49.13    |  1: 58.71    |  2: 58.18    |  3: 62.17    |  4: 40.42   
[Batch: 2525/3108] mIoU: 53.72  |  FB-IoU: 68.86 |  0: 49.13    |  1: 58.71    |  2: 58.15    |  3: 62.17    |  4: 40.42   
[Batch: 2526/3108] mIoU: 53.72  |  FB-IoU: 68.87 |  0: 49.16    |  1: 58.71    |  2: 58.15    |  3: 62.17    |  4: 40.42   
[Batch: 2527/3108] mIoU: 53.73  |  FB-IoU: 68.87 |  0: 49.16    |  1: 58.71    |  2: 58.15    |  3: 62.19    |  4: 40.42   
[Batch: 2528/3108] mIoU: 53.66  |  FB-IoU: 68.85 |  0: 49.16    |  1: 58.71    |  2: 58.15    |  3: 62.19    |  4: 40.10   
[Batch: 2529/3108] mIoU: 53.66  |  FB-IoU: 68.84 |  0: 49.17    |  1: 58.71    |  2: 58.15    |  3: 62.19    |  4: 40.10   
[Batch: 2530/3108] mIoU: 53.58  |  FB-IoU: 68.82 |  0: 49.17    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2531/3108] mIoU: 53.58  |  FB-IoU: 68.82 |  0: 49.18    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2532/3108] mIoU: 53.58  |  FB-IoU: 68.82 |  0: 49.19    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2533/3108] mIoU: 53.58  |  FB-IoU: 68.83 |  0: 49.19    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2534/3108] mIoU: 53.58  |  FB-IoU: 68.83 |  0: 49.20    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2535/3108] mIoU: 53.59  |  FB-IoU: 68.83 |  0: 49.21    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2536/3108] mIoU: 53.59  |  FB-IoU: 68.83 |  0: 49.22    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2537/3108] mIoU: 53.58  |  FB-IoU: 68.82 |  0: 49.17    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2538/3108] mIoU: 53.58  |  FB-IoU: 68.82 |  0: 49.17    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2539/3108] mIoU: 53.58  |  FB-IoU: 68.82 |  0: 49.18    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2540/3108] mIoU: 53.58  |  FB-IoU: 68.81 |  0: 49.19    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2541/3108] mIoU: 53.58  |  FB-IoU: 68.81 |  0: 49.19    |  1: 58.71    |  2: 57.73    |  3: 62.19    |  4: 40.10   
[Batch: 2542/3108] mIoU: 53.59  |  FB-IoU: 68.81 |  0: 49.19    |  1: 58.71    |  2: 57.77    |  3: 62.19    |  4: 40.10   
[Batch: 2543/3108] mIoU: 53.60  |  FB-IoU: 68.82 |  0: 49.19    |  1: 58.71    |  2: 57.77    |  3: 62.22    |  4: 40.10   
[Batch: 2544/3108] mIoU: 53.60  |  FB-IoU: 68.83 |  0: 49.21    |  1: 58.71    |  2: 57.77    |  3: 62.22    |  4: 40.10   
[Batch: 2545/3108] mIoU: 53.48  |  FB-IoU: 68.79 |  0: 49.21    |  1: 58.09    |  2: 57.77    |  3: 62.22    |  4: 40.10   
[Batch: 2546/3108] mIoU: 53.48  |  FB-IoU: 68.80 |  0: 49.21    |  1: 58.09    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2547/3108] mIoU: 53.48  |  FB-IoU: 68.80 |  0: 49.21    |  1: 58.07    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2548/3108] mIoU: 53.49  |  FB-IoU: 68.81 |  0: 49.24    |  1: 58.07    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2549/3108] mIoU: 53.50  |  FB-IoU: 68.82 |  0: 49.24    |  1: 58.13    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2550/3108] mIoU: 53.49  |  FB-IoU: 68.80 |  0: 49.20    |  1: 58.13    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2551/3108] mIoU: 53.49  |  FB-IoU: 68.81 |  0: 49.20    |  1: 58.13    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2552/3108] mIoU: 53.52  |  FB-IoU: 68.81 |  0: 49.20    |  1: 58.29    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2553/3108] mIoU: 53.53  |  FB-IoU: 68.82 |  0: 49.22    |  1: 58.29    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2554/3108] mIoU: 53.54  |  FB-IoU: 68.83 |  0: 49.27    |  1: 58.29    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2555/3108] mIoU: 53.56  |  FB-IoU: 68.83 |  0: 49.27    |  1: 58.38    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2556/3108] mIoU: 53.56  |  FB-IoU: 68.84 |  0: 49.31    |  1: 58.38    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2557/3108] mIoU: 53.57  |  FB-IoU: 68.85 |  0: 49.32    |  1: 58.38    |  2: 57.77    |  3: 62.26    |  4: 40.10   
[Batch: 2558/3108] mIoU: 53.58  |  FB-IoU: 68.86 |  0: 49.32    |  1: 58.38    |  2: 57.77    |  3: 62.31    |  4: 40.10   
[Batch: 2559/3108] mIoU: 53.58  |  FB-IoU: 68.86 |  0: 49.34    |  1: 58.38    |  2: 57.77    |  3: 62.31    |  4: 40.10   
[Batch: 2560/3108] mIoU: 53.58  |  FB-IoU: 68.87 |  0: 49.34    |  1: 58.38    |  2: 57.77    |  3: 62.32    |  4: 40.10   
[Batch: 2561/3108] mIoU: 53.58  |  FB-IoU: 68.87 |  0: 49.33    |  1: 58.38    |  2: 57.77    |  3: 62.32    |  4: 40.10   
[Batch: 2562/3108] mIoU: 53.57  |  FB-IoU: 68.85 |  0: 49.33    |  1: 58.38    |  2: 57.77    |  3: 62.25    |  4: 40.10   
[Batch: 2563/3108] mIoU: 53.59  |  FB-IoU: 68.86 |  0: 49.33    |  1: 58.48    |  2: 57.77    |  3: 62.25    |  4: 40.10   
[Batch: 2564/3108] mIoU: 53.59  |  FB-IoU: 68.86 |  0: 49.34    |  1: 58.48    |  2: 57.77    |  3: 62.25    |  4: 40.10   
[Batch: 2565/3108] mIoU: 53.59  |  FB-IoU: 68.87 |  0: 49.36    |  1: 58.48    |  2: 57.77    |  3: 62.25    |  4: 40.10   
[Batch: 2566/3108] mIoU: 53.59  |  FB-IoU: 68.87 |  0: 49.37    |  1: 58.48    |  2: 57.77    |  3: 62.25    |  4: 40.10   
[Batch: 2567/3108] mIoU: 53.59  |  FB-IoU: 68.87 |  0: 49.36    |  1: 58.48    |  2: 57.77    |  3: 62.25    |  4: 40.10   
[Batch: 2568/3108] mIoU: 53.59  |  FB-IoU: 68.86 |  0: 49.33    |  1: 58.48    |  2: 57.77    |  3: 62.25    |  4: 40.10   
[Batch: 2569/3108] mIoU: 53.58  |  FB-IoU: 68.85 |  0: 49.32    |  1: 58.48    |  2: 57.77    |  3: 62.25    |  4: 40.10   
[Batch: 2570/3108] mIoU: 53.58  |  FB-IoU: 68.85 |  0: 49.32    |  1: 58.48    |  2: 57.77    |  3: 62.25    |  4: 40.10   
[Batch: 2571/3108] mIoU: 53.63  |  FB-IoU: 68.86 |  0: 49.32    |  1: 58.48    |  2: 57.77    |  3: 62.25    |  4: 40.35   
[Batch: 2572/3108] mIoU: 53.64  |  FB-IoU: 68.87 |  0: 49.33    |  1: 58.48    |  2: 57.77    |  3: 62.25    |  4: 40.35   
[Batch: 2573/3108] mIoU: 53.64  |  FB-IoU: 68.88 |  0: 49.33    |  1: 58.48    |  2: 57.77    |  3: 62.29    |  4: 40.35   
[Batch: 2574/3108] mIoU: 53.65  |  FB-IoU: 68.88 |  0: 49.34    |  1: 58.48    |  2: 57.77    |  3: 62.29    |  4: 40.35   
[Batch: 2575/3108] mIoU: 53.64  |  FB-IoU: 68.88 |  0: 49.34    |  1: 58.48    |  2: 57.77    |  3: 62.27    |  4: 40.35   
[Batch: 2576/3108] mIoU: 53.64  |  FB-IoU: 68.88 |  0: 49.35    |  1: 58.48    |  2: 57.77    |  3: 62.27    |  4: 40.35   
[Batch: 2577/3108] mIoU: 53.65  |  FB-IoU: 68.89 |  0: 49.37    |  1: 58.48    |  2: 57.77    |  3: 62.27    |  4: 40.35   
[Batch: 2578/3108] mIoU: 53.65  |  FB-IoU: 68.89 |  0: 49.39    |  1: 58.48    |  2: 57.77    |  3: 62.27    |  4: 40.35   
[Batch: 2579/3108] mIoU: 53.65  |  FB-IoU: 68.89 |  0: 49.39    |  1: 58.48    |  2: 57.77    |  3: 62.27    |  4: 40.35   
[Batch: 2580/3108] mIoU: 53.65  |  FB-IoU: 68.89 |  0: 49.39    |  1: 58.48    |  2: 57.77    |  3: 62.26    |  4: 40.35   
[Batch: 2581/3108] mIoU: 53.65  |  FB-IoU: 68.89 |  0: 49.39    |  1: 58.48    |  2: 57.77    |  3: 62.26    |  4: 40.35   
[Batch: 2582/3108] mIoU: 53.66  |  FB-IoU: 68.90 |  0: 49.39    |  1: 58.48    |  2: 57.77    |  3: 62.30    |  4: 40.35   
[Batch: 2583/3108] mIoU: 53.66  |  FB-IoU: 68.90 |  0: 49.40    |  1: 58.48    |  2: 57.77    |  3: 62.30    |  4: 40.35   
[Batch: 2584/3108] mIoU: 53.66  |  FB-IoU: 68.89 |  0: 49.39    |  1: 58.48    |  2: 57.77    |  3: 62.30    |  4: 40.35   
[Batch: 2585/3108] mIoU: 53.66  |  FB-IoU: 68.90 |  0: 49.39    |  1: 58.48    |  2: 57.77    |  3: 62.31    |  4: 40.35   
[Batch: 2586/3108] mIoU: 53.66  |  FB-IoU: 68.90 |  0: 49.40    |  1: 58.48    |  2: 57.77    |  3: 62.31    |  4: 40.35   
[Batch: 2587/3108] mIoU: 53.64  |  FB-IoU: 68.88 |  0: 49.40    |  1: 58.48    |  2: 57.77    |  3: 62.18    |  4: 40.35   
[Batch: 2588/3108] mIoU: 53.68  |  FB-IoU: 68.88 |  0: 49.40    |  1: 58.48    |  2: 57.77    |  3: 62.18    |  4: 40.55   
[Batch: 2589/3108] mIoU: 53.67  |  FB-IoU: 68.88 |  0: 49.40    |  1: 58.48    |  2: 57.77    |  3: 62.14    |  4: 40.55   
[Batch: 2590/3108] mIoU: 53.67  |  FB-IoU: 68.88 |  0: 49.40    |  1: 58.48    |  2: 57.77    |  3: 62.14    |  4: 40.55   
[Batch: 2591/3108] mIoU: 53.64  |  FB-IoU: 68.87 |  0: 49.40    |  1: 58.35    |  2: 57.77    |  3: 62.14    |  4: 40.55   
[Batch: 2592/3108] mIoU: 53.64  |  FB-IoU: 68.87 |  0: 49.40    |  1: 58.35    |  2: 57.77    |  3: 62.13    |  4: 40.55   
[Batch: 2593/3108] mIoU: 53.65  |  FB-IoU: 68.88 |  0: 49.42    |  1: 58.35    |  2: 57.77    |  3: 62.13    |  4: 40.55   
[Batch: 2594/3108] mIoU: 53.65  |  FB-IoU: 68.88 |  0: 49.42    |  1: 58.35    |  2: 57.77    |  3: 62.13    |  4: 40.55   
[Batch: 2595/3108] mIoU: 53.65  |  FB-IoU: 68.89 |  0: 49.42    |  1: 58.35    |  2: 57.81    |  3: 62.13    |  4: 40.55   
[Batch: 2596/3108] mIoU: 53.65  |  FB-IoU: 68.88 |  0: 49.42    |  1: 58.35    |  2: 57.81    |  3: 62.10    |  4: 40.55   
[Batch: 2597/3108] mIoU: 53.65  |  FB-IoU: 68.89 |  0: 49.42    |  1: 58.35    |  2: 57.81    |  3: 62.11    |  4: 40.55   
[Batch: 2598/3108] mIoU: 53.64  |  FB-IoU: 68.87 |  0: 49.42    |  1: 58.35    |  2: 57.81    |  3: 62.04    |  4: 40.55   
[Batch: 2599/3108] mIoU: 53.64  |  FB-IoU: 68.88 |  0: 49.43    |  1: 58.35    |  2: 57.81    |  3: 62.04    |  4: 40.55   
[Batch: 2600/3108] mIoU: 53.64  |  FB-IoU: 68.88 |  0: 49.46    |  1: 58.35    |  2: 57.81    |  3: 62.04    |  4: 40.55   
[Batch: 2601/3108] mIoU: 53.66  |  FB-IoU: 68.89 |  0: 49.46    |  1: 58.44    |  2: 57.81    |  3: 62.04    |  4: 40.55   
[Batch: 2602/3108] mIoU: 53.66  |  FB-IoU: 68.89 |  0: 49.47    |  1: 58.44    |  2: 57.81    |  3: 62.04    |  4: 40.55   
[Batch: 2603/3108] mIoU: 53.65  |  FB-IoU: 68.87 |  0: 49.43    |  1: 58.44    |  2: 57.81    |  3: 62.04    |  4: 40.55   
[Batch: 2604/3108] mIoU: 53.60  |  FB-IoU: 68.86 |  0: 49.43    |  1: 58.44    |  2: 57.54    |  3: 62.04    |  4: 40.55   
[Batch: 2605/3108] mIoU: 53.60  |  FB-IoU: 68.86 |  0: 49.43    |  1: 58.44    |  2: 57.54    |  3: 62.04    |  4: 40.55   
[Batch: 2606/3108] mIoU: 53.61  |  FB-IoU: 68.87 |  0: 49.43    |  1: 58.44    |  2: 57.54    |  3: 62.07    |  4: 40.55   
[Batch: 2607/3108] mIoU: 53.60  |  FB-IoU: 68.86 |  0: 49.43    |  1: 58.42    |  2: 57.54    |  3: 62.07    |  4: 40.55   
[Batch: 2608/3108] mIoU: 53.60  |  FB-IoU: 68.86 |  0: 49.43    |  1: 58.42    |  2: 57.54    |  3: 62.03    |  4: 40.55   
[Batch: 2609/3108] mIoU: 53.59  |  FB-IoU: 68.85 |  0: 49.43    |  1: 58.42    |  2: 57.54    |  3: 61.98    |  4: 40.55   
[Batch: 2610/3108] mIoU: 53.58  |  FB-IoU: 68.85 |  0: 49.42    |  1: 58.42    |  2: 57.54    |  3: 61.98    |  4: 40.55   
[Batch: 2611/3108] mIoU: 53.59  |  FB-IoU: 68.86 |  0: 49.44    |  1: 58.42    |  2: 57.54    |  3: 61.98    |  4: 40.55   
[Batch: 2612/3108] mIoU: 53.59  |  FB-IoU: 68.85 |  0: 49.45    |  1: 58.42    |  2: 57.54    |  3: 61.98    |  4: 40.55   
[Batch: 2613/3108] mIoU: 53.59  |  FB-IoU: 68.85 |  0: 49.44    |  1: 58.42    |  2: 57.54    |  3: 61.98    |  4: 40.55   
[Batch: 2614/3108] mIoU: 53.58  |  FB-IoU: 68.85 |  0: 49.43    |  1: 58.42    |  2: 57.54    |  3: 61.98    |  4: 40.55   
[Batch: 2615/3108] mIoU: 53.59  |  FB-IoU: 68.85 |  0: 49.43    |  1: 58.42    |  2: 57.54    |  3: 61.98    |  4: 40.55   
[Batch: 2616/3108] mIoU: 53.58  |  FB-IoU: 68.85 |  0: 49.43    |  1: 58.42    |  2: 57.52    |  3: 61.98    |  4: 40.55   
[Batch: 2617/3108] mIoU: 53.58  |  FB-IoU: 68.85 |  0: 49.41    |  1: 58.42    |  2: 57.52    |  3: 61.98    |  4: 40.55   
[Batch: 2618/3108] mIoU: 53.58  |  FB-IoU: 68.85 |  0: 49.42    |  1: 58.42    |  2: 57.52    |  3: 61.98    |  4: 40.55   
[Batch: 2619/3108] mIoU: 53.58  |  FB-IoU: 68.86 |  0: 49.42    |  1: 58.44    |  2: 57.52    |  3: 61.98    |  4: 40.55   
[Batch: 2620/3108] mIoU: 53.51  |  FB-IoU: 68.83 |  0: 49.42    |  1: 58.08    |  2: 57.52    |  3: 61.98    |  4: 40.55   
[Batch: 2621/3108] mIoU: 53.51  |  FB-IoU: 68.83 |  0: 49.40    |  1: 58.08    |  2: 57.52    |  3: 61.98    |  4: 40.55   
[Batch: 2622/3108] mIoU: 53.53  |  FB-IoU: 68.84 |  0: 49.40    |  1: 58.08    |  2: 57.64    |  3: 61.98    |  4: 40.55   
[Batch: 2623/3108] mIoU: 53.50  |  FB-IoU: 68.83 |  0: 49.40    |  1: 58.08    |  2: 57.48    |  3: 61.98    |  4: 40.55   
[Batch: 2624/3108] mIoU: 53.52  |  FB-IoU: 68.85 |  0: 49.49    |  1: 58.08    |  2: 57.48    |  3: 61.98    |  4: 40.55   
[Batch: 2625/3108] mIoU: 53.52  |  FB-IoU: 68.85 |  0: 49.49    |  1: 58.08    |  2: 57.48    |  3: 61.98    |  4: 40.55   
[Batch: 2626/3108] mIoU: 53.51  |  FB-IoU: 68.84 |  0: 49.49    |  1: 58.08    |  2: 57.48    |  3: 61.93    |  4: 40.55   
[Batch: 2627/3108] mIoU: 53.50  |  FB-IoU: 68.83 |  0: 49.46    |  1: 58.08    |  2: 57.48    |  3: 61.93    |  4: 40.55   
[Batch: 2628/3108] mIoU: 53.51  |  FB-IoU: 68.84 |  0: 49.48    |  1: 58.08    |  2: 57.48    |  3: 61.93    |  4: 40.55   
[Batch: 2629/3108] mIoU: 53.50  |  FB-IoU: 68.83 |  0: 49.48    |  1: 58.08    |  2: 57.48    |  3: 61.89    |  4: 40.55   
[Batch: 2630/3108] mIoU: 53.50  |  FB-IoU: 68.83 |  0: 49.47    |  1: 58.08    |  2: 57.48    |  3: 61.89    |  4: 40.55   
[Batch: 2631/3108] mIoU: 53.48  |  FB-IoU: 68.82 |  0: 49.47    |  1: 58.08    |  2: 57.48    |  3: 61.89    |  4: 40.48   
[Batch: 2632/3108] mIoU: 53.48  |  FB-IoU: 68.83 |  0: 49.47    |  1: 58.08    |  2: 57.48    |  3: 61.90    |  4: 40.48   
[Batch: 2633/3108] mIoU: 53.49  |  FB-IoU: 68.83 |  0: 49.47    |  1: 58.08    |  2: 57.48    |  3: 61.91    |  4: 40.48   
[Batch: 2634/3108] mIoU: 53.48  |  FB-IoU: 68.83 |  0: 49.47    |  1: 58.08    |  2: 57.48    |  3: 61.91    |  4: 40.48   
[Batch: 2635/3108] mIoU: 53.48  |  FB-IoU: 68.83 |  0: 49.46    |  1: 58.08    |  2: 57.48    |  3: 61.91    |  4: 40.48   
[Batch: 2636/3108] mIoU: 53.49  |  FB-IoU: 68.84 |  0: 49.48    |  1: 58.08    |  2: 57.48    |  3: 61.91    |  4: 40.48   
[Batch: 2637/3108] mIoU: 53.49  |  FB-IoU: 68.84 |  0: 49.51    |  1: 58.08    |  2: 57.48    |  3: 61.91    |  4: 40.48   
[Batch: 2638/3108] mIoU: 53.49  |  FB-IoU: 68.84 |  0: 49.51    |  1: 58.08    |  2: 57.48    |  3: 61.90    |  4: 40.48   
[Batch: 2639/3108] mIoU: 53.49  |  FB-IoU: 68.85 |  0: 49.51    |  1: 58.08    |  2: 57.48    |  3: 61.90    |  4: 40.48   
[Batch: 2640/3108] mIoU: 53.51  |  FB-IoU: 68.86 |  0: 49.51    |  1: 58.08    |  2: 57.48    |  3: 61.97    |  4: 40.48   
[Batch: 2641/3108] mIoU: 53.50  |  FB-IoU: 68.86 |  0: 49.51    |  1: 58.08    |  2: 57.48    |  3: 61.94    |  4: 40.48   
[Batch: 2642/3108] mIoU: 53.53  |  FB-IoU: 68.87 |  0: 49.51    |  1: 58.08    |  2: 57.61    |  3: 61.94    |  4: 40.48   
[Batch: 2643/3108] mIoU: 53.52  |  FB-IoU: 68.86 |  0: 49.51    |  1: 58.08    |  2: 57.61    |  3: 61.94    |  4: 40.48   
[Batch: 2644/3108] mIoU: 53.53  |  FB-IoU: 68.87 |  0: 49.54    |  1: 58.08    |  2: 57.61    |  3: 61.94    |  4: 40.48   
[Batch: 2645/3108] mIoU: 53.52  |  FB-IoU: 68.87 |  0: 49.54    |  1: 58.08    |  2: 57.61    |  3: 61.91    |  4: 40.48   
[Batch: 2646/3108] mIoU: 53.50  |  FB-IoU: 68.84 |  0: 49.54    |  1: 58.08    |  2: 57.61    |  3: 61.78    |  4: 40.48   
[Batch: 2647/3108] mIoU: 53.51  |  FB-IoU: 68.85 |  0: 49.54    |  1: 58.08    |  2: 57.68    |  3: 61.78    |  4: 40.48   
[Batch: 2648/3108] mIoU: 53.52  |  FB-IoU: 68.86 |  0: 49.56    |  1: 58.08    |  2: 57.68    |  3: 61.78    |  4: 40.48   
[Batch: 2649/3108] mIoU: 53.51  |  FB-IoU: 68.86 |  0: 49.56    |  1: 58.08    |  2: 57.68    |  3: 61.77    |  4: 40.48   
[Batch: 2650/3108] mIoU: 53.52  |  FB-IoU: 68.87 |  0: 49.56    |  1: 58.08    |  2: 57.68    |  3: 61.80    |  4: 40.48   
[Batch: 2651/3108] mIoU: 53.60  |  FB-IoU: 68.87 |  0: 49.56    |  1: 58.08    |  2: 57.68    |  3: 61.80    |  4: 40.89   
[Batch: 2652/3108] mIoU: 53.61  |  FB-IoU: 68.88 |  0: 49.57    |  1: 58.08    |  2: 57.68    |  3: 61.80    |  4: 40.89   
[Batch: 2653/3108] mIoU: 53.61  |  FB-IoU: 68.88 |  0: 49.57    |  1: 58.08    |  2: 57.68    |  3: 61.80    |  4: 40.89   
[Batch: 2654/3108] mIoU: 53.58  |  FB-IoU: 68.87 |  0: 49.57    |  1: 58.08    |  2: 57.68    |  3: 61.80    |  4: 40.74   
[Batch: 2655/3108] mIoU: 53.58  |  FB-IoU: 68.87 |  0: 49.58    |  1: 58.08    |  2: 57.68    |  3: 61.80    |  4: 40.74   
[Batch: 2656/3108] mIoU: 53.58  |  FB-IoU: 68.87 |  0: 49.59    |  1: 58.08    |  2: 57.68    |  3: 61.80    |  4: 40.74   
[Batch: 2657/3108] mIoU: 53.58  |  FB-IoU: 68.87 |  0: 49.58    |  1: 58.08    |  2: 57.68    |  3: 61.80    |  4: 40.74   
[Batch: 2658/3108] mIoU: 53.58  |  FB-IoU: 68.88 |  0: 49.59    |  1: 58.08    |  2: 57.68    |  3: 61.80    |  4: 40.74   
[Batch: 2659/3108] mIoU: 53.58  |  FB-IoU: 68.87 |  0: 49.59    |  1: 58.08    |  2: 57.68    |  3: 61.80    |  4: 40.74   
[Batch: 2660/3108] mIoU: 53.58  |  FB-IoU: 68.87 |  0: 49.59    |  1: 58.08    |  2: 57.68    |  3: 61.78    |  4: 40.74   
[Batch: 2661/3108] mIoU: 53.58  |  FB-IoU: 68.87 |  0: 49.61    |  1: 58.08    |  2: 57.68    |  3: 61.78    |  4: 40.74   
[Batch: 2662/3108] mIoU: 53.58  |  FB-IoU: 68.88 |  0: 49.61    |  1: 58.08    |  2: 57.68    |  3: 61.78    |  4: 40.74   
[Batch: 2663/3108] mIoU: 53.58  |  FB-IoU: 68.88 |  0: 49.63    |  1: 58.08    |  2: 57.68    |  3: 61.78    |  4: 40.74   
[Batch: 2664/3108] mIoU: 53.56  |  FB-IoU: 68.84 |  0: 49.52    |  1: 58.08    |  2: 57.68    |  3: 61.78    |  4: 40.74   
[Batch: 2665/3108] mIoU: 53.56  |  FB-IoU: 68.84 |  0: 49.53    |  1: 58.08    |  2: 57.68    |  3: 61.78    |  4: 40.74   
[Batch: 2666/3108] mIoU: 53.56  |  FB-IoU: 68.84 |  0: 49.52    |  1: 58.08    |  2: 57.68    |  3: 61.78    |  4: 40.74   
[Batch: 2667/3108] mIoU: 53.56  |  FB-IoU: 68.84 |  0: 49.52    |  1: 58.08    |  2: 57.68    |  3: 61.79    |  4: 40.74   
[Batch: 2668/3108] mIoU: 53.59  |  FB-IoU: 68.85 |  0: 49.52    |  1: 58.08    |  2: 57.68    |  3: 61.79    |  4: 40.88   
[Batch: 2669/3108] mIoU: 53.59  |  FB-IoU: 68.85 |  0: 49.52    |  1: 58.08    |  2: 57.68    |  3: 61.79    |  4: 40.88   
[Batch: 2670/3108] mIoU: 53.58  |  FB-IoU: 68.85 |  0: 49.52    |  1: 58.08    |  2: 57.68    |  3: 61.75    |  4: 40.88   
[Batch: 2671/3108] mIoU: 53.67  |  FB-IoU: 68.86 |  0: 49.52    |  1: 58.08    |  2: 57.68    |  3: 61.75    |  4: 41.29   
[Batch: 2672/3108] mIoU: 53.67  |  FB-IoU: 68.86 |  0: 49.52    |  1: 58.08    |  2: 57.68    |  3: 61.75    |  4: 41.29   
[Batch: 2673/3108] mIoU: 53.66  |  FB-IoU: 68.86 |  0: 49.52    |  1: 58.08    |  2: 57.68    |  3: 61.75    |  4: 41.29   
[Batch: 2674/3108] mIoU: 53.66  |  FB-IoU: 68.85 |  0: 49.49    |  1: 58.08    |  2: 57.68    |  3: 61.75    |  4: 41.29   
[Batch: 2675/3108] mIoU: 53.65  |  FB-IoU: 68.85 |  0: 49.49    |  1: 58.08    |  2: 57.68    |  3: 61.71    |  4: 41.29   
[Batch: 2676/3108] mIoU: 53.58  |  FB-IoU: 68.81 |  0: 49.49    |  1: 58.08    |  2: 57.68    |  3: 61.71    |  4: 40.94   
[Batch: 2677/3108] mIoU: 53.59  |  FB-IoU: 68.82 |  0: 49.49    |  1: 58.08    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2678/3108] mIoU: 53.58  |  FB-IoU: 68.81 |  0: 49.45    |  1: 58.08    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2679/3108] mIoU: 53.58  |  FB-IoU: 68.81 |  0: 49.45    |  1: 58.08    |  2: 57.68    |  3: 61.73    |  4: 40.94   
[Batch: 2680/3108] mIoU: 53.57  |  FB-IoU: 68.81 |  0: 49.45    |  1: 58.05    |  2: 57.68    |  3: 61.73    |  4: 40.94   
[Batch: 2681/3108] mIoU: 53.57  |  FB-IoU: 68.81 |  0: 49.45    |  1: 58.05    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2682/3108] mIoU: 53.57  |  FB-IoU: 68.81 |  0: 49.45    |  1: 58.05    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2683/3108] mIoU: 53.58  |  FB-IoU: 68.81 |  0: 49.45    |  1: 58.07    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2684/3108] mIoU: 53.58  |  FB-IoU: 68.81 |  0: 49.46    |  1: 58.07    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2685/3108] mIoU: 53.58  |  FB-IoU: 68.82 |  0: 49.48    |  1: 58.07    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2686/3108] mIoU: 53.59  |  FB-IoU: 68.83 |  0: 49.53    |  1: 58.07    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2687/3108] mIoU: 53.59  |  FB-IoU: 68.83 |  0: 49.54    |  1: 58.07    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2688/3108] mIoU: 53.60  |  FB-IoU: 68.84 |  0: 49.56    |  1: 58.07    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2689/3108] mIoU: 53.62  |  FB-IoU: 68.85 |  0: 49.56    |  1: 58.18    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2690/3108] mIoU: 53.64  |  FB-IoU: 68.85 |  0: 49.56    |  1: 58.27    |  2: 57.68    |  3: 61.74    |  4: 40.94   
[Batch: 2691/3108] mIoU: 53.64  |  FB-IoU: 68.86 |  0: 49.56    |  1: 58.27    |  2: 57.68    |  3: 61.76    |  4: 40.94   
[Batch: 2692/3108] mIoU: 53.64  |  FB-IoU: 68.84 |  0: 49.54    |  1: 58.27    |  2: 57.68    |  3: 61.76    |  4: 40.94   
[Batch: 2693/3108] mIoU: 53.63  |  FB-IoU: 68.84 |  0: 49.52    |  1: 58.27    |  2: 57.68    |  3: 61.76    |  4: 40.94   
[Batch: 2694/3108] mIoU: 53.62  |  FB-IoU: 68.82 |  0: 49.45    |  1: 58.27    |  2: 57.68    |  3: 61.76    |  4: 40.94   
[Batch: 2695/3108] mIoU: 53.61  |  FB-IoU: 68.81 |  0: 49.42    |  1: 58.27    |  2: 57.68    |  3: 61.76    |  4: 40.94   
[Batch: 2696/3108] mIoU: 53.61  |  FB-IoU: 68.81 |  0: 49.43    |  1: 58.27    |  2: 57.68    |  3: 61.76    |  4: 40.94   
[Batch: 2697/3108] mIoU: 53.63  |  FB-IoU: 68.82 |  0: 49.43    |  1: 58.27    |  2: 57.77    |  3: 61.76    |  4: 40.94   
[Batch: 2698/3108] mIoU: 53.63  |  FB-IoU: 68.82 |  0: 49.43    |  1: 58.27    |  2: 57.77    |  3: 61.76    |  4: 40.94   
[Batch: 2699/3108] mIoU: 53.63  |  FB-IoU: 68.82 |  0: 49.44    |  1: 58.27    |  2: 57.77    |  3: 61.76    |  4: 40.94   
[Batch: 2700/3108] mIoU: 53.63  |  FB-IoU: 68.83 |  0: 49.43    |  1: 58.27    |  2: 57.77    |  3: 61.76    |  4: 40.94   
[Batch: 2701/3108] mIoU: 53.65  |  FB-IoU: 68.83 |  0: 49.43    |  1: 58.27    |  2: 57.85    |  3: 61.76    |  4: 40.94   
[Batch: 2702/3108] mIoU: 53.65  |  FB-IoU: 68.83 |  0: 49.42    |  1: 58.27    |  2: 57.85    |  3: 61.76    |  4: 40.94   
[Batch: 2703/3108] mIoU: 53.64  |  FB-IoU: 68.83 |  0: 49.41    |  1: 58.27    |  2: 57.85    |  3: 61.76    |  4: 40.94   
[Batch: 2704/3108] mIoU: 53.65  |  FB-IoU: 68.83 |  0: 49.42    |  1: 58.27    |  2: 57.85    |  3: 61.76    |  4: 40.94   
[Batch: 2705/3108] mIoU: 53.56  |  FB-IoU: 68.81 |  0: 49.42    |  1: 58.27    |  2: 57.44    |  3: 61.76    |  4: 40.94   
[Batch: 2706/3108] mIoU: 53.57  |  FB-IoU: 68.81 |  0: 49.42    |  1: 58.27    |  2: 57.44    |  3: 61.78    |  4: 40.94   
[Batch: 2707/3108] mIoU: 53.57  |  FB-IoU: 68.81 |  0: 49.42    |  1: 58.27    |  2: 57.43    |  3: 61.78    |  4: 40.94   
[Batch: 2708/3108] mIoU: 53.57  |  FB-IoU: 68.82 |  0: 49.42    |  1: 58.27    |  2: 57.43    |  3: 61.80    |  4: 40.94   
[Batch: 2709/3108] mIoU: 53.56  |  FB-IoU: 68.80 |  0: 49.37    |  1: 58.27    |  2: 57.43    |  3: 61.80    |  4: 40.94   
[Batch: 2710/3108] mIoU: 53.59  |  FB-IoU: 68.81 |  0: 49.37    |  1: 58.27    |  2: 57.43    |  3: 61.80    |  4: 41.07   
[Batch: 2711/3108] mIoU: 53.63  |  FB-IoU: 68.82 |  0: 49.37    |  1: 58.27    |  2: 57.64    |  3: 61.80    |  4: 41.07   
[Batch: 2712/3108] mIoU: 53.62  |  FB-IoU: 68.81 |  0: 49.37    |  1: 58.27    |  2: 57.64    |  3: 61.76    |  4: 41.07   
[Batch: 2713/3108] mIoU: 53.62  |  FB-IoU: 68.81 |  0: 49.37    |  1: 58.27    |  2: 57.64    |  3: 61.76    |  4: 41.07   
[Batch: 2714/3108] mIoU: 53.58  |  FB-IoU: 68.80 |  0: 49.37    |  1: 58.27    |  2: 57.43    |  3: 61.76    |  4: 41.07   
[Batch: 2715/3108] mIoU: 53.58  |  FB-IoU: 68.79 |  0: 49.35    |  1: 58.27    |  2: 57.43    |  3: 61.76    |  4: 41.07   
[Batch: 2716/3108] mIoU: 53.58  |  FB-IoU: 68.79 |  0: 49.36    |  1: 58.27    |  2: 57.43    |  3: 61.76    |  4: 41.07   
[Batch: 2717/3108] mIoU: 53.58  |  FB-IoU: 68.80 |  0: 49.38    |  1: 58.27    |  2: 57.43    |  3: 61.76    |  4: 41.07   
[Batch: 2718/3108] mIoU: 53.65  |  FB-IoU: 68.81 |  0: 49.38    |  1: 58.27    |  2: 57.43    |  3: 61.76    |  4: 41.40   
[Batch: 2719/3108] mIoU: 53.63  |  FB-IoU: 68.79 |  0: 49.38    |  1: 58.27    |  2: 57.43    |  3: 61.68    |  4: 41.40   
[Batch: 2720/3108] mIoU: 53.64  |  FB-IoU: 68.80 |  0: 49.38    |  1: 58.27    |  2: 57.43    |  3: 61.73    |  4: 41.40   
[Batch: 2721/3108] mIoU: 53.64  |  FB-IoU: 68.80 |  0: 49.37    |  1: 58.27    |  2: 57.43    |  3: 61.73    |  4: 41.40   
[Batch: 2722/3108] mIoU: 53.64  |  FB-IoU: 68.80 |  0: 49.36    |  1: 58.27    |  2: 57.43    |  3: 61.73    |  4: 41.40   
[Batch: 2723/3108] mIoU: 53.65  |  FB-IoU: 68.81 |  0: 49.36    |  1: 58.27    |  2: 57.43    |  3: 61.77    |  4: 41.40   
[Batch: 2724/3108] mIoU: 53.66  |  FB-IoU: 68.81 |  0: 49.36    |  1: 58.35    |  2: 57.43    |  3: 61.77    |  4: 41.40   
[Batch: 2725/3108] mIoU: 53.66  |  FB-IoU: 68.81 |  0: 49.35    |  1: 58.35    |  2: 57.43    |  3: 61.77    |  4: 41.40   
[Batch: 2726/3108] mIoU: 53.67  |  FB-IoU: 68.82 |  0: 49.35    |  1: 58.35    |  2: 57.43    |  3: 61.82    |  4: 41.40   
[Batch: 2727/3108] mIoU: 53.67  |  FB-IoU: 68.82 |  0: 49.35    |  1: 58.35    |  2: 57.43    |  3: 61.82    |  4: 41.40   
[Batch: 2728/3108] mIoU: 53.67  |  FB-IoU: 68.82 |  0: 49.35    |  1: 58.35    |  2: 57.43    |  3: 61.82    |  4: 41.40   
[Batch: 2729/3108] mIoU: 53.68  |  FB-IoU: 68.82 |  0: 49.35    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 41.40   
[Batch: 2730/3108] mIoU: 53.69  |  FB-IoU: 68.82 |  0: 49.35    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 41.44   
[Batch: 2731/3108] mIoU: 53.60  |  FB-IoU: 68.79 |  0: 49.35    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 41.01   
[Batch: 2732/3108] mIoU: 53.60  |  FB-IoU: 68.79 |  0: 49.34    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 41.01   
[Batch: 2733/3108] mIoU: 53.60  |  FB-IoU: 68.78 |  0: 49.34    |  1: 58.35    |  2: 57.49    |  3: 61.78    |  4: 41.01   
[Batch: 2734/3108] mIoU: 53.53  |  FB-IoU: 68.76 |  0: 49.34    |  1: 58.35    |  2: 57.49    |  3: 61.78    |  4: 40.69   
[Batch: 2735/3108] mIoU: 53.54  |  FB-IoU: 68.76 |  0: 49.36    |  1: 58.35    |  2: 57.49    |  3: 61.78    |  4: 40.69   
[Batch: 2736/3108] mIoU: 53.54  |  FB-IoU: 68.77 |  0: 49.36    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2737/3108] mIoU: 53.54  |  FB-IoU: 68.77 |  0: 49.36    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2738/3108] mIoU: 53.53  |  FB-IoU: 68.75 |  0: 49.31    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2739/3108] mIoU: 53.53  |  FB-IoU: 68.75 |  0: 49.32    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2740/3108] mIoU: 53.53  |  FB-IoU: 68.76 |  0: 49.32    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2741/3108] mIoU: 53.53  |  FB-IoU: 68.76 |  0: 49.32    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2742/3108] mIoU: 53.54  |  FB-IoU: 68.76 |  0: 49.33    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2743/3108] mIoU: 53.54  |  FB-IoU: 68.76 |  0: 49.33    |  1: 58.35    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2744/3108] mIoU: 53.54  |  FB-IoU: 68.76 |  0: 49.33    |  1: 58.38    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2745/3108] mIoU: 53.54  |  FB-IoU: 68.76 |  0: 49.31    |  1: 58.38    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2746/3108] mIoU: 53.54  |  FB-IoU: 68.76 |  0: 49.31    |  1: 58.38    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2747/3108] mIoU: 53.54  |  FB-IoU: 68.76 |  0: 49.33    |  1: 58.38    |  2: 57.49    |  3: 61.82    |  4: 40.69   
[Batch: 2748/3108] mIoU: 53.55  |  FB-IoU: 68.77 |  0: 49.33    |  1: 58.38    |  2: 57.49    |  3: 61.84    |  4: 40.69   
[Batch: 2749/3108] mIoU: 53.54  |  FB-IoU: 68.77 |  0: 49.33    |  1: 58.38    |  2: 57.49    |  3: 61.83    |  4: 40.69   
[Batch: 2750/3108] mIoU: 53.54  |  FB-IoU: 68.77 |  0: 49.33    |  1: 58.38    |  2: 57.49    |  3: 61.83    |  4: 40.69   
[Batch: 2751/3108] mIoU: 53.54  |  FB-IoU: 68.77 |  0: 49.33    |  1: 58.38    |  2: 57.49    |  3: 61.80    |  4: 40.69   
[Batch: 2752/3108] mIoU: 53.55  |  FB-IoU: 68.78 |  0: 49.33    |  1: 58.38    |  2: 57.49    |  3: 61.84    |  4: 40.69   
[Batch: 2753/3108] mIoU: 53.54  |  FB-IoU: 68.77 |  0: 49.30    |  1: 58.38    |  2: 57.49    |  3: 61.84    |  4: 40.69   
[Batch: 2754/3108] mIoU: 53.53  |  FB-IoU: 68.76 |  0: 49.30    |  1: 58.38    |  2: 57.49    |  3: 61.81    |  4: 40.69   
[Batch: 2755/3108] mIoU: 53.49  |  FB-IoU: 68.75 |  0: 49.30    |  1: 58.16    |  2: 57.49    |  3: 61.81    |  4: 40.69   
[Batch: 2756/3108] mIoU: 53.48  |  FB-IoU: 68.74 |  0: 49.26    |  1: 58.16    |  2: 57.49    |  3: 61.81    |  4: 40.69   
[Batch: 2757/3108] mIoU: 53.42  |  FB-IoU: 68.72 |  0: 49.26    |  1: 57.82    |  2: 57.49    |  3: 61.81    |  4: 40.69   
[Batch: 2758/3108] mIoU: 53.42  |  FB-IoU: 68.72 |  0: 49.29    |  1: 57.82    |  2: 57.49    |  3: 61.81    |  4: 40.69   
[Batch: 2759/3108] mIoU: 53.41  |  FB-IoU: 68.71 |  0: 49.24    |  1: 57.82    |  2: 57.49    |  3: 61.81    |  4: 40.69   
[Batch: 2760/3108] mIoU: 53.40  |  FB-IoU: 68.69 |  0: 49.24    |  1: 57.82    |  2: 57.49    |  3: 61.73    |  4: 40.69   
[Batch: 2761/3108] mIoU: 53.40  |  FB-IoU: 68.70 |  0: 49.24    |  1: 57.87    |  2: 57.49    |  3: 61.73    |  4: 40.69   
[Batch: 2762/3108] mIoU: 53.40  |  FB-IoU: 68.69 |  0: 49.24    |  1: 57.87    |  2: 57.49    |  3: 61.73    |  4: 40.69   
[Batch: 2763/3108] mIoU: 53.41  |  FB-IoU: 68.70 |  0: 49.24    |  1: 57.87    |  2: 57.49    |  3: 61.75    |  4: 40.69   
[Batch: 2764/3108] mIoU: 53.41  |  FB-IoU: 68.70 |  0: 49.24    |  1: 57.87    |  2: 57.49    |  3: 61.75    |  4: 40.69   
[Batch: 2765/3108] mIoU: 53.41  |  FB-IoU: 68.70 |  0: 49.25    |  1: 57.87    |  2: 57.49    |  3: 61.75    |  4: 40.69   
[Batch: 2766/3108] mIoU: 53.41  |  FB-IoU: 68.70 |  0: 49.26    |  1: 57.87    |  2: 57.49    |  3: 61.75    |  4: 40.69   
[Batch: 2767/3108] mIoU: 53.41  |  FB-IoU: 68.71 |  0: 49.26    |  1: 57.87    |  2: 57.49    |  3: 61.75    |  4: 40.69   
[Batch: 2768/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.26    |  1: 57.91    |  2: 57.49    |  3: 61.75    |  4: 40.69   
[Batch: 2769/3108] mIoU: 53.42  |  FB-IoU: 68.72 |  0: 49.26    |  1: 57.91    |  2: 57.49    |  3: 61.77    |  4: 40.69   
[Batch: 2770/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.26    |  1: 57.91    |  2: 57.49    |  3: 61.74    |  4: 40.69   
[Batch: 2771/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.26    |  1: 57.91    |  2: 57.49    |  3: 61.74    |  4: 40.69   
[Batch: 2772/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.26    |  1: 57.91    |  2: 57.49    |  3: 61.74    |  4: 40.69   
[Batch: 2773/3108] mIoU: 53.41  |  FB-IoU: 68.70 |  0: 49.22    |  1: 57.91    |  2: 57.49    |  3: 61.74    |  4: 40.69   
[Batch: 2774/3108] mIoU: 53.41  |  FB-IoU: 68.70 |  0: 49.22    |  1: 57.91    |  2: 57.49    |  3: 61.74    |  4: 40.69   
[Batch: 2775/3108] mIoU: 53.40  |  FB-IoU: 68.70 |  0: 49.22    |  1: 57.91    |  2: 57.49    |  3: 61.69    |  4: 40.69   
[Batch: 2776/3108] mIoU: 53.41  |  FB-IoU: 68.71 |  0: 49.25    |  1: 57.91    |  2: 57.49    |  3: 61.69    |  4: 40.69   
[Batch: 2777/3108] mIoU: 53.40  |  FB-IoU: 68.70 |  0: 49.25    |  1: 57.91    |  2: 57.49    |  3: 61.66    |  4: 40.69   
[Batch: 2778/3108] mIoU: 53.39  |  FB-IoU: 68.70 |  0: 49.25    |  1: 57.85    |  2: 57.49    |  3: 61.66    |  4: 40.69   
[Batch: 2779/3108] mIoU: 53.39  |  FB-IoU: 68.70 |  0: 49.25    |  1: 57.85    |  2: 57.51    |  3: 61.66    |  4: 40.69   
[Batch: 2780/3108] mIoU: 53.39  |  FB-IoU: 68.71 |  0: 49.25    |  1: 57.85    |  2: 57.51    |  3: 61.66    |  4: 40.69   
[Batch: 2781/3108] mIoU: 53.36  |  FB-IoU: 68.70 |  0: 49.25    |  1: 57.85    |  2: 57.51    |  3: 61.66    |  4: 40.52   
[Batch: 2782/3108] mIoU: 53.37  |  FB-IoU: 68.71 |  0: 49.25    |  1: 57.85    |  2: 57.51    |  3: 61.72    |  4: 40.52   
[Batch: 2783/3108] mIoU: 53.38  |  FB-IoU: 68.72 |  0: 49.25    |  1: 57.85    |  2: 57.51    |  3: 61.76    |  4: 40.52   
[Batch: 2784/3108] mIoU: 53.38  |  FB-IoU: 68.72 |  0: 49.25    |  1: 57.85    |  2: 57.51    |  3: 61.77    |  4: 40.52   
[Batch: 2785/3108] mIoU: 53.38  |  FB-IoU: 68.73 |  0: 49.25    |  1: 57.85    |  2: 57.51    |  3: 61.79    |  4: 40.52   
[Batch: 2786/3108] mIoU: 53.38  |  FB-IoU: 68.73 |  0: 49.24    |  1: 57.85    |  2: 57.51    |  3: 61.79    |  4: 40.52   
[Batch: 2787/3108] mIoU: 53.38  |  FB-IoU: 68.72 |  0: 49.24    |  1: 57.85    |  2: 57.51    |  3: 61.79    |  4: 40.52   
[Batch: 2788/3108] mIoU: 53.37  |  FB-IoU: 68.71 |  0: 49.24    |  1: 57.85    |  2: 57.51    |  3: 61.73    |  4: 40.52   
[Batch: 2789/3108] mIoU: 53.37  |  FB-IoU: 68.71 |  0: 49.23    |  1: 57.85    |  2: 57.51    |  3: 61.73    |  4: 40.52   
[Batch: 2790/3108] mIoU: 53.37  |  FB-IoU: 68.72 |  0: 49.23    |  1: 57.85    |  2: 57.51    |  3: 61.75    |  4: 40.52   
[Batch: 2791/3108] mIoU: 53.37  |  FB-IoU: 68.72 |  0: 49.24    |  1: 57.85    |  2: 57.51    |  3: 61.75    |  4: 40.52   
[Batch: 2792/3108] mIoU: 53.37  |  FB-IoU: 68.72 |  0: 49.23    |  1: 57.85    |  2: 57.51    |  3: 61.75    |  4: 40.52   
[Batch: 2793/3108] mIoU: 53.37  |  FB-IoU: 68.73 |  0: 49.24    |  1: 57.85    |  2: 57.51    |  3: 61.75    |  4: 40.52   
[Batch: 2794/3108] mIoU: 53.37  |  FB-IoU: 68.71 |  0: 49.20    |  1: 57.85    |  2: 57.51    |  3: 61.75    |  4: 40.52   
[Batch: 2795/3108] mIoU: 53.41  |  FB-IoU: 68.72 |  0: 49.20    |  1: 57.85    |  2: 57.51    |  3: 61.75    |  4: 40.73   
[Batch: 2796/3108] mIoU: 53.41  |  FB-IoU: 68.72 |  0: 49.22    |  1: 57.85    |  2: 57.51    |  3: 61.75    |  4: 40.73   
[Batch: 2797/3108] mIoU: 53.43  |  FB-IoU: 68.74 |  0: 49.22    |  1: 57.85    |  2: 57.51    |  3: 61.82    |  4: 40.73   
[Batch: 2798/3108] mIoU: 53.43  |  FB-IoU: 68.74 |  0: 49.22    |  1: 57.85    |  2: 57.51    |  3: 61.85    |  4: 40.73   
[Batch: 2799/3108] mIoU: 53.43  |  FB-IoU: 68.75 |  0: 49.24    |  1: 57.85    |  2: 57.51    |  3: 61.85    |  4: 40.73   
[Batch: 2800/3108] mIoU: 53.44  |  FB-IoU: 68.76 |  0: 49.24    |  1: 57.85    |  2: 57.51    |  3: 61.87    |  4: 40.73   
[Batch: 2801/3108] mIoU: 53.45  |  FB-IoU: 68.77 |  0: 49.24    |  1: 57.85    |  2: 57.51    |  3: 61.94    |  4: 40.73   
[Batch: 2802/3108] mIoU: 53.46  |  FB-IoU: 68.77 |  0: 49.26    |  1: 57.85    |  2: 57.51    |  3: 61.94    |  4: 40.73   
[Batch: 2803/3108] mIoU: 53.46  |  FB-IoU: 68.78 |  0: 49.26    |  1: 57.85    |  2: 57.51    |  3: 61.96    |  4: 40.73   
[Batch: 2804/3108] mIoU: 53.46  |  FB-IoU: 68.78 |  0: 49.26    |  1: 57.85    |  2: 57.51    |  3: 61.97    |  4: 40.73   
[Batch: 2805/3108] mIoU: 53.47  |  FB-IoU: 68.79 |  0: 49.28    |  1: 57.85    |  2: 57.51    |  3: 61.97    |  4: 40.73   
[Batch: 2806/3108] mIoU: 53.47  |  FB-IoU: 68.79 |  0: 49.29    |  1: 57.85    |  2: 57.51    |  3: 61.97    |  4: 40.73   
[Batch: 2807/3108] mIoU: 53.47  |  FB-IoU: 68.79 |  0: 49.30    |  1: 57.85    |  2: 57.51    |  3: 61.97    |  4: 40.73   
[Batch: 2808/3108] mIoU: 53.48  |  FB-IoU: 68.79 |  0: 49.32    |  1: 57.85    |  2: 57.51    |  3: 61.97    |  4: 40.73   
[Batch: 2809/3108] mIoU: 53.48  |  FB-IoU: 68.79 |  0: 49.33    |  1: 57.85    |  2: 57.51    |  3: 61.97    |  4: 40.73   
[Batch: 2810/3108] mIoU: 53.47  |  FB-IoU: 68.80 |  0: 49.33    |  1: 57.85    |  2: 57.50    |  3: 61.97    |  4: 40.73   
[Batch: 2811/3108] mIoU: 53.47  |  FB-IoU: 68.80 |  0: 49.33    |  1: 57.85    |  2: 57.50    |  3: 61.96    |  4: 40.73   
[Batch: 2812/3108] mIoU: 53.47  |  FB-IoU: 68.80 |  0: 49.32    |  1: 57.85    |  2: 57.50    |  3: 61.96    |  4: 40.73   
[Batch: 2813/3108] mIoU: 53.46  |  FB-IoU: 68.78 |  0: 49.28    |  1: 57.85    |  2: 57.50    |  3: 61.96    |  4: 40.73   
[Batch: 2814/3108] mIoU: 53.40  |  FB-IoU: 68.75 |  0: 49.28    |  1: 57.85    |  2: 57.50    |  3: 61.96    |  4: 40.41   
[Batch: 2815/3108] mIoU: 53.40  |  FB-IoU: 68.76 |  0: 49.29    |  1: 57.85    |  2: 57.50    |  3: 61.96    |  4: 40.41   
[Batch: 2816/3108] mIoU: 53.41  |  FB-IoU: 68.76 |  0: 49.29    |  1: 57.90    |  2: 57.50    |  3: 61.96    |  4: 40.41   
[Batch: 2817/3108] mIoU: 53.35  |  FB-IoU: 68.74 |  0: 49.29    |  1: 57.90    |  2: 57.18    |  3: 61.96    |  4: 40.41   
[Batch: 2818/3108] mIoU: 53.35  |  FB-IoU: 68.75 |  0: 49.29    |  1: 57.90    |  2: 57.18    |  3: 61.98    |  4: 40.41   
[Batch: 2819/3108] mIoU: 53.35  |  FB-IoU: 68.75 |  0: 49.29    |  1: 57.90    |  2: 57.18    |  3: 61.98    |  4: 40.41   
[Batch: 2820/3108] mIoU: 53.35  |  FB-IoU: 68.75 |  0: 49.29    |  1: 57.90    |  2: 57.18    |  3: 61.98    |  4: 40.41   
[Batch: 2821/3108] mIoU: 53.35  |  FB-IoU: 68.75 |  0: 49.28    |  1: 57.90    |  2: 57.18    |  3: 61.98    |  4: 40.41   
[Batch: 2822/3108] mIoU: 53.35  |  FB-IoU: 68.76 |  0: 49.29    |  1: 57.90    |  2: 57.18    |  3: 61.98    |  4: 40.41   
[Batch: 2823/3108] mIoU: 53.36  |  FB-IoU: 68.76 |  0: 49.31    |  1: 57.90    |  2: 57.18    |  3: 61.98    |  4: 40.41   
[Batch: 2824/3108] mIoU: 53.34  |  FB-IoU: 68.75 |  0: 49.31    |  1: 57.90    |  2: 57.18    |  3: 61.91    |  4: 40.41   
[Batch: 2825/3108] mIoU: 53.32  |  FB-IoU: 68.72 |  0: 49.23    |  1: 57.90    |  2: 57.18    |  3: 61.91    |  4: 40.41   
[Batch: 2826/3108] mIoU: 53.33  |  FB-IoU: 68.73 |  0: 49.23    |  1: 57.90    |  2: 57.18    |  3: 61.96    |  4: 40.41   
[Batch: 2827/3108] mIoU: 53.35  |  FB-IoU: 68.73 |  0: 49.23    |  1: 57.97    |  2: 57.18    |  3: 61.96    |  4: 40.41   
[Batch: 2828/3108] mIoU: 53.45  |  FB-IoU: 68.76 |  0: 49.23    |  1: 57.97    |  2: 57.68    |  3: 61.96    |  4: 40.41   
[Batch: 2829/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.20    |  1: 57.97    |  2: 57.68    |  3: 61.96    |  4: 40.41   
[Batch: 2830/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.20    |  1: 57.97    |  2: 57.68    |  3: 61.96    |  4: 40.41   
[Batch: 2831/3108] mIoU: 53.45  |  FB-IoU: 68.75 |  0: 49.22    |  1: 57.97    |  2: 57.68    |  3: 61.96    |  4: 40.41   
[Batch: 2832/3108] mIoU: 53.45  |  FB-IoU: 68.76 |  0: 49.22    |  1: 57.97    |  2: 57.68    |  3: 61.99    |  4: 40.41   
[Batch: 2833/3108] mIoU: 53.46  |  FB-IoU: 68.77 |  0: 49.24    |  1: 57.97    |  2: 57.68    |  3: 61.99    |  4: 40.41   
[Batch: 2834/3108] mIoU: 53.46  |  FB-IoU: 68.77 |  0: 49.25    |  1: 57.97    |  2: 57.68    |  3: 61.99    |  4: 40.41   
[Batch: 2835/3108] mIoU: 53.46  |  FB-IoU: 68.77 |  0: 49.25    |  1: 57.97    |  2: 57.68    |  3: 61.99    |  4: 40.41   
[Batch: 2836/3108] mIoU: 53.46  |  FB-IoU: 68.77 |  0: 49.26    |  1: 57.97    |  2: 57.68    |  3: 61.99    |  4: 40.41   
[Batch: 2837/3108] mIoU: 53.47  |  FB-IoU: 68.77 |  0: 49.26    |  1: 58.02    |  2: 57.68    |  3: 61.99    |  4: 40.41   
[Batch: 2838/3108] mIoU: 53.46  |  FB-IoU: 68.76 |  0: 49.26    |  1: 58.02    |  2: 57.68    |  3: 61.93    |  4: 40.41   
[Batch: 2839/3108] mIoU: 53.44  |  FB-IoU: 68.76 |  0: 49.26    |  1: 58.02    |  2: 57.68    |  3: 61.93    |  4: 40.28   
[Batch: 2840/3108] mIoU: 53.44  |  FB-IoU: 68.76 |  0: 49.26    |  1: 58.02    |  2: 57.68    |  3: 61.93    |  4: 40.28   
[Batch: 2841/3108] mIoU: 53.44  |  FB-IoU: 68.76 |  0: 49.27    |  1: 58.02    |  2: 57.68    |  3: 61.93    |  4: 40.28   
[Batch: 2842/3108] mIoU: 53.39  |  FB-IoU: 68.75 |  0: 49.27    |  1: 57.79    |  2: 57.68    |  3: 61.93    |  4: 40.28   
[Batch: 2843/3108] mIoU: 53.34  |  FB-IoU: 68.73 |  0: 49.27    |  1: 57.79    |  2: 57.40    |  3: 61.93    |  4: 40.28   
[Batch: 2844/3108] mIoU: 53.34  |  FB-IoU: 68.74 |  0: 49.30    |  1: 57.79    |  2: 57.40    |  3: 61.93    |  4: 40.28   
[Batch: 2845/3108] mIoU: 53.34  |  FB-IoU: 68.73 |  0: 49.30    |  1: 57.79    |  2: 57.40    |  3: 61.91    |  4: 40.28   
[Batch: 2846/3108] mIoU: 53.34  |  FB-IoU: 68.74 |  0: 49.31    |  1: 57.79    |  2: 57.40    |  3: 61.91    |  4: 40.28   
[Batch: 2847/3108] mIoU: 53.34  |  FB-IoU: 68.74 |  0: 49.32    |  1: 57.79    |  2: 57.40    |  3: 61.91    |  4: 40.28   
[Batch: 2848/3108] mIoU: 53.34  |  FB-IoU: 68.75 |  0: 49.32    |  1: 57.79    |  2: 57.40    |  3: 61.91    |  4: 40.28   
[Batch: 2849/3108] mIoU: 53.31  |  FB-IoU: 68.73 |  0: 49.32    |  1: 57.79    |  2: 57.40    |  3: 61.91    |  4: 40.12   
[Batch: 2850/3108] mIoU: 53.31  |  FB-IoU: 68.74 |  0: 49.33    |  1: 57.79    |  2: 57.40    |  3: 61.91    |  4: 40.12   
[Batch: 2851/3108] mIoU: 53.31  |  FB-IoU: 68.74 |  0: 49.33    |  1: 57.79    |  2: 57.40    |  3: 61.91    |  4: 40.12   
[Batch: 2852/3108] mIoU: 53.30  |  FB-IoU: 68.74 |  0: 49.33    |  1: 57.79    |  2: 57.40    |  3: 61.88    |  4: 40.12   
[Batch: 2853/3108] mIoU: 53.31  |  FB-IoU: 68.74 |  0: 49.35    |  1: 57.79    |  2: 57.40    |  3: 61.88    |  4: 40.12   
[Batch: 2854/3108] mIoU: 53.31  |  FB-IoU: 68.74 |  0: 49.37    |  1: 57.79    |  2: 57.40    |  3: 61.88    |  4: 40.12   
[Batch: 2855/3108] mIoU: 53.31  |  FB-IoU: 68.74 |  0: 49.35    |  1: 57.79    |  2: 57.40    |  3: 61.88    |  4: 40.12   
[Batch: 2856/3108] mIoU: 53.34  |  FB-IoU: 68.74 |  0: 49.35    |  1: 57.79    |  2: 57.40    |  3: 61.88    |  4: 40.28   
[Batch: 2857/3108] mIoU: 53.36  |  FB-IoU: 68.74 |  0: 49.35    |  1: 57.79    |  2: 57.51    |  3: 61.88    |  4: 40.28   
[Batch: 2858/3108] mIoU: 53.36  |  FB-IoU: 68.75 |  0: 49.35    |  1: 57.79    |  2: 57.51    |  3: 61.88    |  4: 40.28   
[Batch: 2859/3108] mIoU: 53.37  |  FB-IoU: 68.75 |  0: 49.39    |  1: 57.79    |  2: 57.51    |  3: 61.88    |  4: 40.28   
[Batch: 2860/3108] mIoU: 53.37  |  FB-IoU: 68.75 |  0: 49.39    |  1: 57.79    |  2: 57.51    |  3: 61.87    |  4: 40.28   
[Batch: 2861/3108] mIoU: 53.38  |  FB-IoU: 68.76 |  0: 49.39    |  1: 57.79    |  2: 57.51    |  3: 61.91    |  4: 40.28   
[Batch: 2862/3108] mIoU: 53.38  |  FB-IoU: 68.77 |  0: 49.40    |  1: 57.79    |  2: 57.51    |  3: 61.91    |  4: 40.28   
[Batch: 2863/3108] mIoU: 53.38  |  FB-IoU: 68.77 |  0: 49.40    |  1: 57.79    |  2: 57.51    |  3: 61.91    |  4: 40.28   
[Batch: 2864/3108] mIoU: 53.37  |  FB-IoU: 68.75 |  0: 49.35    |  1: 57.79    |  2: 57.51    |  3: 61.91    |  4: 40.28   
[Batch: 2865/3108] mIoU: 53.43  |  FB-IoU: 68.76 |  0: 49.35    |  1: 57.79    |  2: 57.51    |  3: 61.91    |  4: 40.60   
[Batch: 2866/3108] mIoU: 53.43  |  FB-IoU: 68.76 |  0: 49.36    |  1: 57.79    |  2: 57.51    |  3: 61.91    |  4: 40.60   
[Batch: 2867/3108] mIoU: 53.43  |  FB-IoU: 68.76 |  0: 49.36    |  1: 57.79    |  2: 57.51    |  3: 61.89    |  4: 40.60   
[Batch: 2868/3108] mIoU: 53.43  |  FB-IoU: 68.76 |  0: 49.37    |  1: 57.79    |  2: 57.51    |  3: 61.89    |  4: 40.60   
[Batch: 2869/3108] mIoU: 53.44  |  FB-IoU: 68.77 |  0: 49.37    |  1: 57.83    |  2: 57.51    |  3: 61.89    |  4: 40.60   
[Batch: 2870/3108] mIoU: 53.44  |  FB-IoU: 68.77 |  0: 49.36    |  1: 57.83    |  2: 57.51    |  3: 61.89    |  4: 40.60   
[Batch: 2871/3108] mIoU: 53.44  |  FB-IoU: 68.77 |  0: 49.39    |  1: 57.83    |  2: 57.51    |  3: 61.89    |  4: 40.60   
[Batch: 2872/3108] mIoU: 53.44  |  FB-IoU: 68.77 |  0: 49.39    |  1: 57.83    |  2: 57.51    |  3: 61.89    |  4: 40.60   
[Batch: 2873/3108] mIoU: 53.45  |  FB-IoU: 68.78 |  0: 49.39    |  1: 57.83    |  2: 57.55    |  3: 61.89    |  4: 40.60   
[Batch: 2874/3108] mIoU: 53.43  |  FB-IoU: 68.77 |  0: 49.39    |  1: 57.83    |  2: 57.43    |  3: 61.89    |  4: 40.60   
[Batch: 2875/3108] mIoU: 53.43  |  FB-IoU: 68.77 |  0: 49.39    |  1: 57.83    |  2: 57.43    |  3: 61.89    |  4: 40.60   
[Batch: 2876/3108] mIoU: 53.47  |  FB-IoU: 68.78 |  0: 49.39    |  1: 57.83    |  2: 57.43    |  3: 61.89    |  4: 40.82   
[Batch: 2877/3108] mIoU: 53.47  |  FB-IoU: 68.78 |  0: 49.39    |  1: 57.83    |  2: 57.43    |  3: 61.88    |  4: 40.82   
[Batch: 2878/3108] mIoU: 53.50  |  FB-IoU: 68.78 |  0: 49.39    |  1: 57.83    |  2: 57.43    |  3: 61.88    |  4: 40.96   
[Batch: 2879/3108] mIoU: 53.49  |  FB-IoU: 68.78 |  0: 49.37    |  1: 57.83    |  2: 57.43    |  3: 61.88    |  4: 40.96   
[Batch: 2880/3108] mIoU: 53.49  |  FB-IoU: 68.78 |  0: 49.37    |  1: 57.83    |  2: 57.43    |  3: 61.88    |  4: 40.96   
[Batch: 2881/3108] mIoU: 53.49  |  FB-IoU: 68.78 |  0: 49.38    |  1: 57.83    |  2: 57.43    |  3: 61.88    |  4: 40.96   
[Batch: 2882/3108] mIoU: 53.48  |  FB-IoU: 68.76 |  0: 49.32    |  1: 57.83    |  2: 57.43    |  3: 61.88    |  4: 40.96   
[Batch: 2883/3108] mIoU: 53.49  |  FB-IoU: 68.76 |  0: 49.32    |  1: 57.83    |  2: 57.43    |  3: 61.89    |  4: 40.96   
[Batch: 2884/3108] mIoU: 53.49  |  FB-IoU: 68.77 |  0: 49.32    |  1: 57.83    |  2: 57.43    |  3: 61.92    |  4: 40.96   
[Batch: 2885/3108] mIoU: 53.49  |  FB-IoU: 68.77 |  0: 49.33    |  1: 57.83    |  2: 57.43    |  3: 61.92    |  4: 40.96   
[Batch: 2886/3108] mIoU: 53.49  |  FB-IoU: 68.77 |  0: 49.33    |  1: 57.83    |  2: 57.43    |  3: 61.92    |  4: 40.96   
[Batch: 2887/3108] mIoU: 53.49  |  FB-IoU: 68.77 |  0: 49.32    |  1: 57.83    |  2: 57.43    |  3: 61.92    |  4: 40.96   
[Batch: 2888/3108] mIoU: 53.49  |  FB-IoU: 68.77 |  0: 49.34    |  1: 57.83    |  2: 57.43    |  3: 61.92    |  4: 40.96   
[Batch: 2889/3108] mIoU: 53.48  |  FB-IoU: 68.76 |  0: 49.34    |  1: 57.83    |  2: 57.43    |  3: 61.83    |  4: 40.96   
[Batch: 2890/3108] mIoU: 53.50  |  FB-IoU: 68.76 |  0: 49.34    |  1: 57.83    |  2: 57.43    |  3: 61.83    |  4: 41.08   
[Batch: 2891/3108] mIoU: 53.50  |  FB-IoU: 68.76 |  0: 49.34    |  1: 57.83    |  2: 57.43    |  3: 61.83    |  4: 41.08   
[Batch: 2892/3108] mIoU: 53.50  |  FB-IoU: 68.76 |  0: 49.36    |  1: 57.83    |  2: 57.43    |  3: 61.83    |  4: 41.08   
[Batch: 2893/3108] mIoU: 53.50  |  FB-IoU: 68.76 |  0: 49.36    |  1: 57.83    |  2: 57.43    |  3: 61.81    |  4: 41.08   
[Batch: 2894/3108] mIoU: 53.42  |  FB-IoU: 68.74 |  0: 49.36    |  1: 57.83    |  2: 57.04    |  3: 61.81    |  4: 41.08   
[Batch: 2895/3108] mIoU: 53.47  |  FB-IoU: 68.75 |  0: 49.36    |  1: 57.83    |  2: 57.04    |  3: 61.81    |  4: 41.33   
[Batch: 2896/3108] mIoU: 53.47  |  FB-IoU: 68.75 |  0: 49.36    |  1: 57.83    |  2: 57.04    |  3: 61.81    |  4: 41.33   
[Batch: 2897/3108] mIoU: 53.47  |  FB-IoU: 68.74 |  0: 49.34    |  1: 57.83    |  2: 57.04    |  3: 61.81    |  4: 41.33   
[Batch: 2898/3108] mIoU: 53.47  |  FB-IoU: 68.74 |  0: 49.33    |  1: 57.83    |  2: 57.04    |  3: 61.81    |  4: 41.33   
[Batch: 2899/3108] mIoU: 53.47  |  FB-IoU: 68.74 |  0: 49.33    |  1: 57.85    |  2: 57.04    |  3: 61.81    |  4: 41.33   
[Batch: 2900/3108] mIoU: 53.47  |  FB-IoU: 68.75 |  0: 49.34    |  1: 57.85    |  2: 57.04    |  3: 61.81    |  4: 41.33   
[Batch: 2901/3108] mIoU: 53.51  |  FB-IoU: 68.75 |  0: 49.34    |  1: 57.85    |  2: 57.04    |  3: 61.81    |  4: 41.50   
[Batch: 2902/3108] mIoU: 53.51  |  FB-IoU: 68.76 |  0: 49.34    |  1: 57.85    |  2: 57.04    |  3: 61.83    |  4: 41.50   
[Batch: 2903/3108] mIoU: 53.51  |  FB-IoU: 68.76 |  0: 49.35    |  1: 57.85    |  2: 57.04    |  3: 61.83    |  4: 41.50   
[Batch: 2904/3108] mIoU: 53.51  |  FB-IoU: 68.77 |  0: 49.35    |  1: 57.85    |  2: 57.04    |  3: 61.83    |  4: 41.50   
[Batch: 2905/3108] mIoU: 53.50  |  FB-IoU: 68.75 |  0: 49.29    |  1: 57.85    |  2: 57.04    |  3: 61.83    |  4: 41.50   
[Batch: 2906/3108] mIoU: 53.50  |  FB-IoU: 68.75 |  0: 49.30    |  1: 57.85    |  2: 57.04    |  3: 61.83    |  4: 41.50   
[Batch: 2907/3108] mIoU: 53.50  |  FB-IoU: 68.74 |  0: 49.28    |  1: 57.85    |  2: 57.04    |  3: 61.83    |  4: 41.50   
[Batch: 2908/3108] mIoU: 53.47  |  FB-IoU: 68.71 |  0: 49.28    |  1: 57.85    |  2: 57.04    |  3: 61.68    |  4: 41.50   
[Batch: 2909/3108] mIoU: 53.40  |  FB-IoU: 68.68 |  0: 49.28    |  1: 57.85    |  2: 57.04    |  3: 61.68    |  4: 41.17   
[Batch: 2910/3108] mIoU: 53.43  |  FB-IoU: 68.69 |  0: 49.28    |  1: 57.85    |  2: 57.15    |  3: 61.68    |  4: 41.17   
[Batch: 2911/3108] mIoU: 53.43  |  FB-IoU: 68.70 |  0: 49.29    |  1: 57.85    |  2: 57.15    |  3: 61.68    |  4: 41.17   
[Batch: 2912/3108] mIoU: 53.44  |  FB-IoU: 68.70 |  0: 49.29    |  1: 57.85    |  2: 57.15    |  3: 61.72    |  4: 41.17   
[Batch: 2913/3108] mIoU: 53.43  |  FB-IoU: 68.70 |  0: 49.29    |  1: 57.85    |  2: 57.15    |  3: 61.70    |  4: 41.17   
[Batch: 2914/3108] mIoU: 53.44  |  FB-IoU: 68.71 |  0: 49.29    |  1: 57.85    |  2: 57.15    |  3: 61.73    |  4: 41.17   
[Batch: 2915/3108] mIoU: 53.44  |  FB-IoU: 68.71 |  0: 49.31    |  1: 57.85    |  2: 57.15    |  3: 61.73    |  4: 41.17   
[Batch: 2916/3108] mIoU: 53.44  |  FB-IoU: 68.71 |  0: 49.29    |  1: 57.85    |  2: 57.15    |  3: 61.73    |  4: 41.17   
[Batch: 2917/3108] mIoU: 53.44  |  FB-IoU: 68.71 |  0: 49.28    |  1: 57.85    |  2: 57.15    |  3: 61.73    |  4: 41.17   
[Batch: 2918/3108] mIoU: 53.45  |  FB-IoU: 68.72 |  0: 49.28    |  1: 57.85    |  2: 57.15    |  3: 61.78    |  4: 41.17   
[Batch: 2919/3108] mIoU: 53.44  |  FB-IoU: 68.72 |  0: 49.28    |  1: 57.85    |  2: 57.15    |  3: 61.77    |  4: 41.17   
[Batch: 2920/3108] mIoU: 53.45  |  FB-IoU: 68.72 |  0: 49.29    |  1: 57.85    |  2: 57.15    |  3: 61.77    |  4: 41.17   
[Batch: 2921/3108] mIoU: 53.45  |  FB-IoU: 68.73 |  0: 49.31    |  1: 57.85    |  2: 57.15    |  3: 61.77    |  4: 41.17   
[Batch: 2922/3108] mIoU: 53.46  |  FB-IoU: 68.73 |  0: 49.31    |  1: 57.88    |  2: 57.15    |  3: 61.77    |  4: 41.17   
[Batch: 2923/3108] mIoU: 53.45  |  FB-IoU: 68.72 |  0: 49.31    |  1: 57.88    |  2: 57.15    |  3: 61.73    |  4: 41.17   
[Batch: 2924/3108] mIoU: 53.44  |  FB-IoU: 68.72 |  0: 49.30    |  1: 57.88    |  2: 57.15    |  3: 61.73    |  4: 41.17   
[Batch: 2925/3108] mIoU: 53.44  |  FB-IoU: 68.72 |  0: 49.30    |  1: 57.88    |  2: 57.15    |  3: 61.72    |  4: 41.17   
[Batch: 2926/3108] mIoU: 53.44  |  FB-IoU: 68.72 |  0: 49.29    |  1: 57.88    |  2: 57.15    |  3: 61.72    |  4: 41.17   
[Batch: 2927/3108] mIoU: 53.45  |  FB-IoU: 68.73 |  0: 49.35    |  1: 57.88    |  2: 57.15    |  3: 61.72    |  4: 41.17   
[Batch: 2928/3108] mIoU: 53.45  |  FB-IoU: 68.72 |  0: 49.35    |  1: 57.88    |  2: 57.15    |  3: 61.68    |  4: 41.17   
[Batch: 2929/3108] mIoU: 53.43  |  FB-IoU: 68.71 |  0: 49.35    |  1: 57.88    |  2: 57.15    |  3: 61.68    |  4: 41.09   
[Batch: 2930/3108] mIoU: 53.43  |  FB-IoU: 68.72 |  0: 49.35    |  1: 57.88    |  2: 57.15    |  3: 61.68    |  4: 41.09   
[Batch: 2931/3108] mIoU: 53.43  |  FB-IoU: 68.72 |  0: 49.35    |  1: 57.88    |  2: 57.15    |  3: 61.70    |  4: 41.09   
[Batch: 2932/3108] mIoU: 53.43  |  FB-IoU: 68.72 |  0: 49.35    |  1: 57.88    |  2: 57.15    |  3: 61.68    |  4: 41.09   
[Batch: 2933/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.35    |  1: 57.88    |  2: 57.15    |  3: 61.64    |  4: 41.09   
[Batch: 2934/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.34    |  1: 57.88    |  2: 57.15    |  3: 61.64    |  4: 41.09   
[Batch: 2935/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.34    |  1: 57.88    |  2: 57.15    |  3: 61.64    |  4: 41.09   
[Batch: 2936/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.34    |  1: 57.88    |  2: 57.15    |  3: 61.65    |  4: 41.09   
[Batch: 2937/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.34    |  1: 57.88    |  2: 57.15    |  3: 61.65    |  4: 41.09   
[Batch: 2938/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.34    |  1: 57.88    |  2: 57.15    |  3: 61.65    |  4: 41.09   
[Batch: 2939/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.34    |  1: 57.88    |  2: 57.15    |  3: 61.65    |  4: 41.09   
[Batch: 2940/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.33    |  1: 57.88    |  2: 57.15    |  3: 61.65    |  4: 41.09   
[Batch: 2941/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.33    |  1: 57.88    |  2: 57.15    |  3: 61.65    |  4: 41.09   
[Batch: 2942/3108] mIoU: 53.44  |  FB-IoU: 68.73 |  0: 49.33    |  1: 57.88    |  2: 57.15    |  3: 61.72    |  4: 41.09   
[Batch: 2943/3108] mIoU: 53.44  |  FB-IoU: 68.74 |  0: 49.33    |  1: 57.88    |  2: 57.15    |  3: 61.75    |  4: 41.09   
[Batch: 2944/3108] mIoU: 53.44  |  FB-IoU: 68.74 |  0: 49.34    |  1: 57.88    |  2: 57.15    |  3: 61.75    |  4: 41.09   
[Batch: 2945/3108] mIoU: 53.45  |  FB-IoU: 68.74 |  0: 49.34    |  1: 57.95    |  2: 57.15    |  3: 61.75    |  4: 41.09   
[Batch: 2946/3108] mIoU: 53.45  |  FB-IoU: 68.75 |  0: 49.33    |  1: 57.95    |  2: 57.15    |  3: 61.75    |  4: 41.09   
[Batch: 2947/3108] mIoU: 53.46  |  FB-IoU: 68.75 |  0: 49.34    |  1: 57.95    |  2: 57.15    |  3: 61.75    |  4: 41.09   
[Batch: 2948/3108] mIoU: 53.45  |  FB-IoU: 68.75 |  0: 49.34    |  1: 57.95    |  2: 57.15    |  3: 61.73    |  4: 41.09   
[Batch: 2949/3108] mIoU: 53.45  |  FB-IoU: 68.74 |  0: 49.33    |  1: 57.95    |  2: 57.15    |  3: 61.73    |  4: 41.09   
[Batch: 2950/3108] mIoU: 53.45  |  FB-IoU: 68.74 |  0: 49.33    |  1: 57.95    |  2: 57.15    |  3: 61.72    |  4: 41.09   
[Batch: 2951/3108] mIoU: 53.43  |  FB-IoU: 68.71 |  0: 49.24    |  1: 57.95    |  2: 57.15    |  3: 61.72    |  4: 41.09   
[Batch: 2952/3108] mIoU: 53.43  |  FB-IoU: 68.71 |  0: 49.24    |  1: 57.95    |  2: 57.15    |  3: 61.72    |  4: 41.09   
[Batch: 2953/3108] mIoU: 53.43  |  FB-IoU: 68.71 |  0: 49.24    |  1: 57.95    |  2: 57.15    |  3: 61.72    |  4: 41.09   
[Batch: 2954/3108] mIoU: 53.43  |  FB-IoU: 68.71 |  0: 49.25    |  1: 57.95    |  2: 57.15    |  3: 61.72    |  4: 41.09   
[Batch: 2955/3108] mIoU: 53.43  |  FB-IoU: 68.71 |  0: 49.26    |  1: 57.95    |  2: 57.15    |  3: 61.72    |  4: 41.09   
[Batch: 2956/3108] mIoU: 53.43  |  FB-IoU: 68.71 |  0: 49.24    |  1: 57.95    |  2: 57.15    |  3: 61.72    |  4: 41.09   
[Batch: 2957/3108] mIoU: 53.43  |  FB-IoU: 68.70 |  0: 49.24    |  1: 57.95    |  2: 57.15    |  3: 61.72    |  4: 41.09   
[Batch: 2958/3108] mIoU: 53.38  |  FB-IoU: 68.68 |  0: 49.24    |  1: 57.95    |  2: 57.15    |  3: 61.72    |  4: 40.84   
[Batch: 2959/3108] mIoU: 53.39  |  FB-IoU: 68.69 |  0: 49.24    |  1: 57.95    |  2: 57.15    |  3: 61.76    |  4: 40.84   
[Batch: 2960/3108] mIoU: 53.39  |  FB-IoU: 68.70 |  0: 49.25    |  1: 57.95    |  2: 57.15    |  3: 61.76    |  4: 40.84   
[Batch: 2961/3108] mIoU: 53.39  |  FB-IoU: 68.70 |  0: 49.26    |  1: 57.95    |  2: 57.15    |  3: 61.76    |  4: 40.84   
[Batch: 2962/3108] mIoU: 53.40  |  FB-IoU: 68.70 |  0: 49.27    |  1: 57.95    |  2: 57.15    |  3: 61.76    |  4: 40.84   
[Batch: 2963/3108] mIoU: 53.40  |  FB-IoU: 68.70 |  0: 49.27    |  1: 57.95    |  2: 57.15    |  3: 61.77    |  4: 40.84   
[Batch: 2964/3108] mIoU: 53.39  |  FB-IoU: 68.70 |  0: 49.27    |  1: 57.95    |  2: 57.15    |  3: 61.74    |  4: 40.84   
[Batch: 2965/3108] mIoU: 53.39  |  FB-IoU: 68.69 |  0: 49.25    |  1: 57.95    |  2: 57.15    |  3: 61.74    |  4: 40.84   
[Batch: 2966/3108] mIoU: 53.39  |  FB-IoU: 68.70 |  0: 49.25    |  1: 57.95    |  2: 57.15    |  3: 61.74    |  4: 40.84   
[Batch: 2967/3108] mIoU: 53.39  |  FB-IoU: 68.70 |  0: 49.27    |  1: 57.95    |  2: 57.15    |  3: 61.74    |  4: 40.84   
[Batch: 2968/3108] mIoU: 53.41  |  FB-IoU: 68.71 |  0: 49.27    |  1: 58.07    |  2: 57.15    |  3: 61.74    |  4: 40.84   
[Batch: 2969/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.28    |  1: 58.07    |  2: 57.15    |  3: 61.74    |  4: 40.84   
[Batch: 2970/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.29    |  1: 58.07    |  2: 57.15    |  3: 61.74    |  4: 40.84   
[Batch: 2971/3108] mIoU: 53.42  |  FB-IoU: 68.71 |  0: 49.32    |  1: 58.07    |  2: 57.15    |  3: 61.74    |  4: 40.84   
[Batch: 2972/3108] mIoU: 53.43  |  FB-IoU: 68.72 |  0: 49.32    |  1: 58.07    |  2: 57.15    |  3: 61.75    |  4: 40.84   
[Batch: 2973/3108] mIoU: 53.41  |  FB-IoU: 68.71 |  0: 49.32    |  1: 58.07    |  2: 57.15    |  3: 61.75    |  4: 40.77   
[Batch: 2974/3108] mIoU: 53.41  |  FB-IoU: 68.71 |  0: 49.32    |  1: 58.07    |  2: 57.15    |  3: 61.75    |  4: 40.77   
[Batch: 2975/3108] mIoU: 53.41  |  FB-IoU: 68.71 |  0: 49.32    |  1: 58.07    |  2: 57.15    |  3: 61.75    |  4: 40.77   
[Batch: 2976/3108] mIoU: 53.40  |  FB-IoU: 68.71 |  0: 49.32    |  1: 58.07    |  2: 57.15    |  3: 61.71    |  4: 40.77   
[Batch: 2977/3108] mIoU: 53.39  |  FB-IoU: 68.68 |  0: 49.25    |  1: 58.07    |  2: 57.15    |  3: 61.71    |  4: 40.77   
[Batch: 2978/3108] mIoU: 53.39  |  FB-IoU: 68.68 |  0: 49.26    |  1: 58.07    |  2: 57.15    |  3: 61.71    |  4: 40.77   
[Batch: 2979/3108] mIoU: 53.40  |  FB-IoU: 68.69 |  0: 49.26    |  1: 58.07    |  2: 57.15    |  3: 61.74    |  4: 40.77   
[Batch: 2980/3108] mIoU: 53.39  |  FB-IoU: 68.69 |  0: 49.26    |  1: 58.05    |  2: 57.15    |  3: 61.74    |  4: 40.77   
[Batch: 2981/3108] mIoU: 53.48  |  FB-IoU: 68.71 |  0: 49.26    |  1: 58.05    |  2: 57.15    |  3: 61.74    |  4: 41.21   
[Batch: 2982/3108] mIoU: 53.48  |  FB-IoU: 68.70 |  0: 49.26    |  1: 58.05    |  2: 57.15    |  3: 61.74    |  4: 41.19   
[Batch: 2983/3108] mIoU: 53.48  |  FB-IoU: 68.70 |  0: 49.26    |  1: 58.05    |  2: 57.15    |  3: 61.74    |  4: 41.19   
[Batch: 2984/3108] mIoU: 53.48  |  FB-IoU: 68.70 |  0: 49.27    |  1: 58.05    |  2: 57.15    |  3: 61.74    |  4: 41.19   
[Batch: 2985/3108] mIoU: 53.48  |  FB-IoU: 68.70 |  0: 49.27    |  1: 58.05    |  2: 57.15    |  3: 61.74    |  4: 41.19   
[Batch: 2986/3108] mIoU: 53.48  |  FB-IoU: 68.71 |  0: 49.27    |  1: 58.05    |  2: 57.15    |  3: 61.76    |  4: 41.19   
[Batch: 2987/3108] mIoU: 53.49  |  FB-IoU: 68.71 |  0: 49.27    |  1: 58.05    |  2: 57.15    |  3: 61.77    |  4: 41.19   
[Batch: 2988/3108] mIoU: 53.48  |  FB-IoU: 68.71 |  0: 49.26    |  1: 58.05    |  2: 57.15    |  3: 61.77    |  4: 41.19   
[Batch: 2989/3108] mIoU: 53.49  |  FB-IoU: 68.72 |  0: 49.28    |  1: 58.05    |  2: 57.15    |  3: 61.77    |  4: 41.19   
[Batch: 2990/3108] mIoU: 53.49  |  FB-IoU: 68.72 |  0: 49.28    |  1: 58.05    |  2: 57.17    |  3: 61.77    |  4: 41.19   
[Batch: 2991/3108] mIoU: 53.49  |  FB-IoU: 68.72 |  0: 49.28    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.19   
[Batch: 2992/3108] mIoU: 53.49  |  FB-IoU: 68.72 |  0: 49.28    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.19   
[Batch: 2993/3108] mIoU: 53.49  |  FB-IoU: 68.72 |  0: 49.28    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.19   
[Batch: 2994/3108] mIoU: 53.49  |  FB-IoU: 68.72 |  0: 49.28    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.19   
[Batch: 2995/3108] mIoU: 53.50  |  FB-IoU: 68.73 |  0: 49.31    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.19   
[Batch: 2996/3108] mIoU: 53.50  |  FB-IoU: 68.73 |  0: 49.31    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.19   
[Batch: 2997/3108] mIoU: 53.50  |  FB-IoU: 68.74 |  0: 49.33    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.19   
[Batch: 2998/3108] mIoU: 53.50  |  FB-IoU: 68.73 |  0: 49.32    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.19   
[Batch: 2999/3108] mIoU: 53.50  |  FB-IoU: 68.73 |  0: 49.33    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.19   
[Batch: 3000/3108] mIoU: 53.48  |  FB-IoU: 68.73 |  0: 49.33    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.09   
[Batch: 3001/3108] mIoU: 53.47  |  FB-IoU: 68.72 |  0: 49.30    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.09   
[Batch: 3002/3108] mIoU: 53.48  |  FB-IoU: 68.73 |  0: 49.30    |  1: 58.05    |  2: 57.16    |  3: 61.79    |  4: 41.09   
[Batch: 3003/3108] mIoU: 53.48  |  FB-IoU: 68.73 |  0: 49.32    |  1: 58.05    |  2: 57.16    |  3: 61.79    |  4: 41.09   
[Batch: 3004/3108] mIoU: 53.48  |  FB-IoU: 68.73 |  0: 49.32    |  1: 58.05    |  2: 57.16    |  3: 61.77    |  4: 41.09   
[Batch: 3005/3108] mIoU: 53.49  |  FB-IoU: 68.74 |  0: 49.32    |  1: 58.05    |  2: 57.16    |  3: 61.81    |  4: 41.09   
[Batch: 3006/3108] mIoU: 53.49  |  FB-IoU: 68.74 |  0: 49.32    |  1: 58.06    |  2: 57.16    |  3: 61.81    |  4: 41.09   
[Batch: 3007/3108] mIoU: 53.49  |  FB-IoU: 68.74 |  0: 49.33    |  1: 58.06    |  2: 57.16    |  3: 61.81    |  4: 41.09   
[Batch: 3008/3108] mIoU: 53.49  |  FB-IoU: 68.74 |  0: 49.33    |  1: 58.06    |  2: 57.16    |  3: 61.81    |  4: 41.09   
[Batch: 3009/3108] mIoU: 53.49  |  FB-IoU: 68.74 |  0: 49.34    |  1: 58.06    |  2: 57.16    |  3: 61.81    |  4: 41.09   
[Batch: 3010/3108] mIoU: 53.49  |  FB-IoU: 68.74 |  0: 49.35    |  1: 58.06    |  2: 57.16    |  3: 61.81    |  4: 41.09   
[Batch: 3011/3108] mIoU: 53.49  |  FB-IoU: 68.74 |  0: 49.35    |  1: 58.06    |  2: 57.16    |  3: 61.81    |  4: 41.09   
[Batch: 3012/3108] mIoU: 53.49  |  FB-IoU: 68.73 |  0: 49.34    |  1: 58.06    |  2: 57.16    |  3: 61.81    |  4: 41.09   
[Batch: 3013/3108] mIoU: 53.49  |  FB-IoU: 68.73 |  0: 49.33    |  1: 58.06    |  2: 57.16    |  3: 61.81    |  4: 41.09   
[Batch: 3014/3108] mIoU: 53.48  |  FB-IoU: 68.73 |  0: 49.33    |  1: 58.06    |  2: 57.16    |  3: 61.77    |  4: 41.09   
[Batch: 3015/3108] mIoU: 53.50  |  FB-IoU: 68.73 |  0: 49.33    |  1: 58.06    |  2: 57.25    |  3: 61.77    |  4: 41.09   
[Batch: 3016/3108] mIoU: 53.50  |  FB-IoU: 68.73 |  0: 49.32    |  1: 58.06    |  2: 57.25    |  3: 61.77    |  4: 41.09   
[Batch: 3017/3108] mIoU: 53.50  |  FB-IoU: 68.74 |  0: 49.32    |  1: 58.06    |  2: 57.25    |  3: 61.78    |  4: 41.09   
[Batch: 3018/3108] mIoU: 53.50  |  FB-IoU: 68.74 |  0: 49.35    |  1: 58.06    |  2: 57.25    |  3: 61.78    |  4: 41.09   
[Batch: 3019/3108] mIoU: 53.51  |  FB-IoU: 68.75 |  0: 49.35    |  1: 58.06    |  2: 57.25    |  3: 61.80    |  4: 41.09   
[Batch: 3020/3108] mIoU: 53.51  |  FB-IoU: 68.75 |  0: 49.36    |  1: 58.06    |  2: 57.25    |  3: 61.80    |  4: 41.09   
[Batch: 3021/3108] mIoU: 53.52  |  FB-IoU: 68.76 |  0: 49.36    |  1: 58.06    |  2: 57.25    |  3: 61.82    |  4: 41.09   
[Batch: 3022/3108] mIoU: 53.52  |  FB-IoU: 68.76 |  0: 49.37    |  1: 58.06    |  2: 57.25    |  3: 61.82    |  4: 41.09   
[Batch: 3023/3108] mIoU: 53.51  |  FB-IoU: 68.76 |  0: 49.37    |  1: 58.06    |  2: 57.25    |  3: 61.80    |  4: 41.09   
[Batch: 3024/3108] mIoU: 53.51  |  FB-IoU: 68.76 |  0: 49.36    |  1: 58.06    |  2: 57.25    |  3: 61.80    |  4: 41.09   
[Batch: 3025/3108] mIoU: 53.52  |  FB-IoU: 68.77 |  0: 49.36    |  1: 58.06    |  2: 57.25    |  3: 61.85    |  4: 41.09   
[Batch: 3026/3108] mIoU: 53.50  |  FB-IoU: 68.75 |  0: 49.36    |  1: 58.06    |  2: 57.25    |  3: 61.74    |  4: 41.09   
[Batch: 3027/3108] mIoU: 53.50  |  FB-IoU: 68.75 |  0: 49.36    |  1: 58.06    |  2: 57.25    |  3: 61.74    |  4: 41.09   
[Batch: 3028/3108] mIoU: 53.50  |  FB-IoU: 68.75 |  0: 49.37    |  1: 58.06    |  2: 57.25    |  3: 61.74    |  4: 41.09   
[Batch: 3029/3108] mIoU: 53.50  |  FB-IoU: 68.76 |  0: 49.38    |  1: 58.06    |  2: 57.25    |  3: 61.74    |  4: 41.09   
[Batch: 3030/3108] mIoU: 53.48  |  FB-IoU: 68.75 |  0: 49.38    |  1: 58.06    |  2: 57.25    |  3: 61.74    |  4: 40.95   
[Batch: 3031/3108] mIoU: 53.49  |  FB-IoU: 68.75 |  0: 49.38    |  1: 58.14    |  2: 57.25    |  3: 61.74    |  4: 40.95   
[Batch: 3032/3108] mIoU: 53.51  |  FB-IoU: 68.76 |  0: 49.38    |  1: 58.14    |  2: 57.33    |  3: 61.74    |  4: 40.95   
[Batch: 3033/3108] mIoU: 53.56  |  FB-IoU: 68.77 |  0: 49.38    |  1: 58.14    |  2: 57.57    |  3: 61.74    |  4: 40.95   
[Batch: 3034/3108] mIoU: 53.56  |  FB-IoU: 68.77 |  0: 49.38    |  1: 58.14    |  2: 57.57    |  3: 61.73    |  4: 40.95   
[Batch: 3035/3108] mIoU: 53.56  |  FB-IoU: 68.77 |  0: 49.39    |  1: 58.14    |  2: 57.57    |  3: 61.73    |  4: 40.95   
[Batch: 3036/3108] mIoU: 53.57  |  FB-IoU: 68.79 |  0: 49.39    |  1: 58.14    |  2: 57.57    |  3: 61.80    |  4: 40.95   
[Batch: 3037/3108] mIoU: 53.44  |  FB-IoU: 68.74 |  0: 49.39    |  1: 58.14    |  2: 56.90    |  3: 61.80    |  4: 40.95   
[Batch: 3038/3108] mIoU: 53.43  |  FB-IoU: 68.74 |  0: 49.37    |  1: 58.14    |  2: 56.90    |  3: 61.80    |  4: 40.95   
[Batch: 3039/3108] mIoU: 53.44  |  FB-IoU: 68.74 |  0: 49.37    |  1: 58.19    |  2: 56.90    |  3: 61.80    |  4: 40.95   
[Batch: 3040/3108] mIoU: 53.44  |  FB-IoU: 68.74 |  0: 49.37    |  1: 58.19    |  2: 56.90    |  3: 61.80    |  4: 40.95   
[Batch: 3041/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.38    |  1: 58.19    |  2: 56.90    |  3: 61.80    |  4: 40.95   
[Batch: 3042/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.38    |  1: 58.19    |  2: 56.90    |  3: 61.80    |  4: 40.95   
[Batch: 3043/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.38    |  1: 58.19    |  2: 56.90    |  3: 61.78    |  4: 40.95   
[Batch: 3044/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.38    |  1: 58.19    |  2: 56.90    |  3: 61.78    |  4: 40.95   
[Batch: 3045/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.39    |  1: 58.19    |  2: 56.90    |  3: 61.78    |  4: 40.95   
[Batch: 3046/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.39    |  1: 58.19    |  2: 56.90    |  3: 61.77    |  4: 40.95   
[Batch: 3047/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.39    |  1: 58.19    |  2: 56.88    |  3: 61.77    |  4: 40.95   
[Batch: 3048/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.40    |  1: 58.19    |  2: 56.88    |  3: 61.77    |  4: 40.95   
[Batch: 3049/3108] mIoU: 53.44  |  FB-IoU: 68.75 |  0: 49.40    |  1: 58.19    |  2: 56.88    |  3: 61.77    |  4: 40.95   
[Batch: 3050/3108] mIoU: 53.44  |  FB-IoU: 68.76 |  0: 49.42    |  1: 58.19    |  2: 56.88    |  3: 61.77    |  4: 40.95   
[Batch: 3051/3108] mIoU: 53.44  |  FB-IoU: 68.76 |  0: 49.42    |  1: 58.19    |  2: 56.88    |  3: 61.77    |  4: 40.95   
[Batch: 3052/3108] mIoU: 53.45  |  FB-IoU: 68.76 |  0: 49.44    |  1: 58.19    |  2: 56.88    |  3: 61.77    |  4: 40.95   
[Batch: 3053/3108] mIoU: 53.45  |  FB-IoU: 68.76 |  0: 49.45    |  1: 58.19    |  2: 56.88    |  3: 61.77    |  4: 40.95   
[Batch: 3054/3108] mIoU: 53.45  |  FB-IoU: 68.77 |  0: 49.45    |  1: 58.21    |  2: 56.88    |  3: 61.77    |  4: 40.95   
[Batch: 3055/3108] mIoU: 53.45  |  FB-IoU: 68.77 |  0: 49.46    |  1: 58.21    |  2: 56.88    |  3: 61.77    |  4: 40.95   
[Batch: 3056/3108] mIoU: 53.46  |  FB-IoU: 68.78 |  0: 49.46    |  1: 58.21    |  2: 56.88    |  3: 61.81    |  4: 40.95   
[Batch: 3057/3108] mIoU: 53.46  |  FB-IoU: 68.77 |  0: 49.43    |  1: 58.21    |  2: 56.88    |  3: 61.81    |  4: 40.95   
[Batch: 3058/3108] mIoU: 53.46  |  FB-IoU: 68.77 |  0: 49.43    |  1: 58.21    |  2: 56.88    |  3: 61.81    |  4: 40.95   
[Batch: 3059/3108] mIoU: 53.47  |  FB-IoU: 68.78 |  0: 49.43    |  1: 58.27    |  2: 56.88    |  3: 61.81    |  4: 40.95   
[Batch: 3060/3108] mIoU: 53.48  |  FB-IoU: 68.78 |  0: 49.43    |  1: 58.27    |  2: 56.88    |  3: 61.81    |  4: 41.02   
[Batch: 3061/3108] mIoU: 53.39  |  FB-IoU: 68.75 |  0: 49.43    |  1: 58.27    |  2: 56.42    |  3: 61.81    |  4: 41.02   
[Batch: 3062/3108] mIoU: 53.39  |  FB-IoU: 68.76 |  0: 49.44    |  1: 58.27    |  2: 56.42    |  3: 61.81    |  4: 41.02   
[Batch: 3063/3108] mIoU: 53.39  |  FB-IoU: 68.75 |  0: 49.44    |  1: 58.27    |  2: 56.42    |  3: 61.80    |  4: 41.02   
[Batch: 3064/3108] mIoU: 53.39  |  FB-IoU: 68.74 |  0: 49.41    |  1: 58.27    |  2: 56.42    |  3: 61.80    |  4: 41.02   
[Batch: 3065/3108] mIoU: 53.38  |  FB-IoU: 68.74 |  0: 49.41    |  1: 58.27    |  2: 56.42    |  3: 61.80    |  4: 41.02   
[Batch: 3066/3108] mIoU: 53.39  |  FB-IoU: 68.75 |  0: 49.42    |  1: 58.27    |  2: 56.42    |  3: 61.80    |  4: 41.02   
[Batch: 3067/3108] mIoU: 53.40  |  FB-IoU: 68.76 |  0: 49.42    |  1: 58.27    |  2: 56.42    |  3: 61.86    |  4: 41.02   
[Batch: 3068/3108] mIoU: 53.40  |  FB-IoU: 68.76 |  0: 49.41    |  1: 58.27    |  2: 56.42    |  3: 61.86    |  4: 41.02   
[Batch: 3069/3108] mIoU: 53.40  |  FB-IoU: 68.77 |  0: 49.41    |  1: 58.27    |  2: 56.42    |  3: 61.90    |  4: 41.02   
[Batch: 3070/3108] mIoU: 53.36  |  FB-IoU: 68.75 |  0: 49.41    |  1: 58.27    |  2: 56.19    |  3: 61.90    |  4: 41.02   
[Batch: 3071/3108] mIoU: 53.36  |  FB-IoU: 68.76 |  0: 49.41    |  1: 58.27    |  2: 56.19    |  3: 61.91    |  4: 41.02   
[Batch: 3072/3108] mIoU: 53.37  |  FB-IoU: 68.76 |  0: 49.41    |  1: 58.27    |  2: 56.19    |  3: 61.94    |  4: 41.02   
[Batch: 3073/3108] mIoU: 53.34  |  FB-IoU: 68.76 |  0: 49.41    |  1: 58.27    |  2: 56.19    |  3: 61.94    |  4: 40.91   
[Batch: 3074/3108] mIoU: 53.34  |  FB-IoU: 68.76 |  0: 49.42    |  1: 58.27    |  2: 56.19    |  3: 61.94    |  4: 40.91   
[Batch: 3075/3108] mIoU: 53.36  |  FB-IoU: 68.76 |  0: 49.42    |  1: 58.34    |  2: 56.19    |  3: 61.94    |  4: 40.91   
[Batch: 3076/3108] mIoU: 53.36  |  FB-IoU: 68.77 |  0: 49.43    |  1: 58.34    |  2: 56.19    |  3: 61.94    |  4: 40.91   
[Batch: 3077/3108] mIoU: 53.36  |  FB-IoU: 68.77 |  0: 49.44    |  1: 58.34    |  2: 56.19    |  3: 61.94    |  4: 40.91   
[Batch: 3078/3108] mIoU: 53.37  |  FB-IoU: 68.78 |  0: 49.44    |  1: 58.34    |  2: 56.19    |  3: 61.97    |  4: 40.91   
[Batch: 3079/3108] mIoU: 53.36  |  FB-IoU: 68.78 |  0: 49.44    |  1: 58.34    |  2: 56.19    |  3: 61.97    |  4: 40.86   
[Batch: 3080/3108] mIoU: 53.34  |  FB-IoU: 68.77 |  0: 49.44    |  1: 58.23    |  2: 56.19    |  3: 61.97    |  4: 40.86   
[Batch: 3081/3108] mIoU: 53.34  |  FB-IoU: 68.78 |  0: 49.44    |  1: 58.23    |  2: 56.19    |  3: 62.00    |  4: 40.86   
[Batch: 3082/3108] mIoU: 53.34  |  FB-IoU: 68.78 |  0: 49.44    |  1: 58.23    |  2: 56.19    |  3: 61.97    |  4: 40.86   
[Batch: 3083/3108] mIoU: 53.34  |  FB-IoU: 68.77 |  0: 49.44    |  1: 58.23    |  2: 56.19    |  3: 61.97    |  4: 40.86   
[Batch: 3084/3108] mIoU: 53.34  |  FB-IoU: 68.78 |  0: 49.46    |  1: 58.23    |  2: 56.19    |  3: 61.97    |  4: 40.86   
[Batch: 3085/3108] mIoU: 53.32  |  FB-IoU: 68.77 |  0: 49.46    |  1: 58.23    |  2: 56.19    |  3: 61.97    |  4: 40.72   
[Batch: 3086/3108] mIoU: 53.32  |  FB-IoU: 68.77 |  0: 49.46    |  1: 58.27    |  2: 56.19    |  3: 61.97    |  4: 40.72   
[Batch: 3087/3108] mIoU: 53.33  |  FB-IoU: 68.77 |  0: 49.47    |  1: 58.27    |  2: 56.19    |  3: 61.97    |  4: 40.72   
[Batch: 3088/3108] mIoU: 53.34  |  FB-IoU: 68.78 |  0: 49.47    |  1: 58.27    |  2: 56.26    |  3: 61.97    |  4: 40.72   
[Batch: 3089/3108] mIoU: 53.35  |  FB-IoU: 68.79 |  0: 49.50    |  1: 58.27    |  2: 56.26    |  3: 61.97    |  4: 40.72   
[Batch: 3090/3108] mIoU: 53.35  |  FB-IoU: 68.79 |  0: 49.51    |  1: 58.27    |  2: 56.26    |  3: 61.97    |  4: 40.72   
[Batch: 3091/3108] mIoU: 53.34  |  FB-IoU: 68.78 |  0: 49.49    |  1: 58.27    |  2: 56.26    |  3: 61.97    |  4: 40.72   
[Batch: 3092/3108] mIoU: 53.36  |  FB-IoU: 68.79 |  0: 49.49    |  1: 58.33    |  2: 56.26    |  3: 61.97    |  4: 40.72   
[Batch: 3093/3108] mIoU: 53.36  |  FB-IoU: 68.79 |  0: 49.48    |  1: 58.33    |  2: 56.26    |  3: 61.97    |  4: 40.72   
[Batch: 3094/3108] mIoU: 53.36  |  FB-IoU: 68.79 |  0: 49.48    |  1: 58.33    |  2: 56.26    |  3: 61.99    |  4: 40.72   
[Batch: 3095/3108] mIoU: 53.35  |  FB-IoU: 68.79 |  0: 49.48    |  1: 58.33    |  2: 56.26    |  3: 61.96    |  4: 40.72   
[Batch: 3096/3108] mIoU: 53.35  |  FB-IoU: 68.79 |  0: 49.48    |  1: 58.33    |  2: 56.26    |  3: 61.96    |  4: 40.68   
[Batch: 3097/3108] mIoU: 53.34  |  FB-IoU: 68.79 |  0: 49.48    |  1: 58.33    |  2: 56.26    |  3: 61.96    |  4: 40.68   
[Batch: 3098/3108] mIoU: 53.34  |  FB-IoU: 68.79 |  0: 49.48    |  1: 58.30    |  2: 56.26    |  3: 61.96    |  4: 40.68   
[Batch: 3099/3108] mIoU: 53.34  |  FB-IoU: 68.79 |  0: 49.51    |  1: 58.30    |  2: 56.26    |  3: 61.96    |  4: 40.68   
[Batch: 3100/3108] mIoU: 53.34  |  FB-IoU: 68.79 |  0: 49.51    |  1: 58.30    |  2: 56.26    |  3: 61.96    |  4: 40.68   
[Batch: 3101/3108] mIoU: 53.34  |  FB-IoU: 68.79 |  0: 49.51    |  1: 58.30    |  2: 56.26    |  3: 61.96    |  4: 40.68   
[Batch: 3102/3108] mIoU: 53.35  |  FB-IoU: 68.79 |  0: 49.51    |  1: 58.30    |  2: 56.31    |  3: 61.96    |  4: 40.68   
[Batch: 3103/3108] mIoU: 53.35  |  FB-IoU: 68.80 |  0: 49.51    |  1: 58.30    |  2: 56.31    |  3: 61.96    |  4: 40.68   
[Batch: 3104/3108] mIoU: 53.35  |  FB-IoU: 68.79 |  0: 49.51    |  1: 58.30    |  2: 56.31    |  3: 61.96    |  4: 40.68   
[Batch: 3105/3108] mIoU: 53.36  |  FB-IoU: 68.80 |  0: 49.52    |  1: 58.30    |  2: 56.31    |  3: 61.96    |  4: 40.68   
[Batch: 3106/3108] mIoU: 53.35  |  FB-IoU: 68.80 |  0: 49.52    |  1: 58.30    |  2: 56.31    |  3: 61.96    |  4: 40.68   
[Batch: 3107/3108] mIoU: 53.36  |  FB-IoU: 68.80 |  0: 49.52    |  1: 58.30    |  2: 56.31    |  3: 61.99    |  4: 40.68   
[Batch: 3108/3108] mIoU: 53.36  |  FB-IoU: 68.81 |  0: 49.52    |  1: 58.30    |  2: 56.31    |  3: 61.99    |  4: 40.68   

*** Test [@Epoch 00] Avg L: 0.00000  mIoU: 53.36   FB-IoU: 68.81    |  0: 49.52    |  1: 58.30    |  2: 56.31    |  3: 61.99    |  4: 40.68   ***

Fold 0 mIoU: 53.36 	 FB-IoU: 68.81
==================== Finished Testing ====================
