Ignite: Livelossplot logger

[Bartolo1024]

🚀 Feature - Livelossplot logger

The logger that is similar to Neptune, W&B, tensorboard loggers available in Ignite.
livelossplot:
https://github.com/stared/livelossplot
ignite plugin that is available in the livelossplot:https://github.com/stared/livelossplot/blob/master/livelossplot/inputs/pytorch_ignite.py
notebook example:
https://github.com/stared/livelossplot/blob/master/examples/pytorch-ignite.ipynb
The logger can be extended to log other things in addition to metrics (for ex. learning rate).

[sdesrozis]

@Bartolo1024 Thank you for this feature !! You already discussed with @vfdev-5 about this, we need to open a PR to discuss deeper :)

Do you want to contribute on it ? It would be a pleasure for us :)

[vfdev-5]

@Bartolo1024 thanks for opening FR here !

Let's discuss here a detail about your comment: https://github.com/stared/livelossplot/pull/105#issuecomment-633967435

Is it possible to do If we would like to log lr or batch loss per iteration in addition to logging metrics per epoch ?

And yes, as @sdesrozis proposed, feel free to send a PR if you would like to contribute !

[Bartolo1024]

Is it possible to do If we would like to log lr or batch loss per iteration in addition to logging metrics per epoch?

Yes, it is possible - each LogItem has value and step, which can be specified in plotlosses.update method.

And yes, as @sdesrozis proposed, feel free to send a PR if you would like to contribute !

Of course, it will be an awesome experience. I will prepare a PR :)

[vfdev-5]

Hey @Bartolo1024 how about the PR :)

[Bartolo1024]

Firstly I was busy and after that, I have forgotten about it :( Here is the PR #1167 but I have to add tests. Additionally, I have one question there.