Add tensorboard logger

[williamFalcon]

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[williamFalcon]

@neggert i think you mentioned adding this at some point. tagged you to track this issue

[yassersouri]

What kind of functionality do you expect for the tensoarboard logger?

[williamFalcon]

everything listed in the summarywriter. but we that for free. this PR of for a wrapper on that logger (see mlflow or testtube logger)

[tshrjn]

Also, a way to do custom logging, perhaps by getting access to SummaryWriter at end of each forward pass?

[williamFalcon]

you can use self.logger from anywhere to do whatever you want. check out the gan demo

[Borda]

@williamFalcon could you please update description of this ticket or at least remove the template text... Thx

[williamFalcon]

@Borda @yassersouri anyone interested in implementing this?

This would be a new logger using strictly summarywriter under the hood from PyTorch.