Hi guys, since PyTorch has upgraded to 1.0 and CUDA10, but Tensorboard(Tensorflow) does not. Minetorch 9 ( a tool like ignite 4 ) now supported matplotlib to generate curves in training process.
Images that the mnist example in Minetorch generated:
 
I have been using Minetorch for the pass 2 Kaggle competitions and it really helps. Hope more people can use it and contribute.