Strange in train_mean_IOU

[x7hkvip]

When I training my own dataset,i'm using tensorboard to supervise the trend of my training,I found that my training accuracy going higher and higher,but the training mIOU going lower and lower?These two lines have the opposite trend but keep pace.
Could anyone else tell me why?Thanks a lot!