replace tensorboard by CSVLogger

[Borda]

🚀 Feature

Replace inline tensorboard (TB) with a simple chart from standard CSLoggers

Motivation

The inline tensorboard is a cool interactive tool, but:

• it requires saved logos that are missing in the notebook
• TB inside notebooks is a heavy JS object (~30MB)

Pitch

A reader would also see the progress immediately, maybe add plotting to the csvlogger?

Alternatives

Some other simple logger?

Additional context

[InCogNiTo124]

I'd like to work on this :)

[Borda]

Cool, let's do all in one PR 🐰

[InCogNiTo124]

@Borda im not sure how do I add plotting to the csv logger?

[Borda]

@Borda im not sure how do I add plotting to the csv logger?

see the visualization over here: https://github.com/Borda/kaggle_plant-pathology/blob/main/notebooks/Plant-Pathology-with-Lightning.ipynb

[kaushikb11]

@Borda Why not add both the loggers?

[Borda]

@Borda Why not add both the loggers?

good point, we can :]

[InCogNiTo124]

@Borda Why not add both the loggers?

good point, we can :]

Doesn't that kill the point:

• TB inside notebooks is a heavy JS object (~30MB)

[Borda]

yes, the suggestion is use both loggers but show the chart only from the CSV logger
but if a user wants he would have also logs in tensor board and show/open it separately

[InCogNiTo124]

Hey, I'm just letting you know that I won't be able to finish this up. Someone else should take it. sorry!