📃Update documentation

[ashwinvaidya17]

Description

Update documentation

• Readme
• HPO - need to add screenshot
• Logger
• Benchmarking
• Other artefacts in logger
• Possibly activation maps?
• Proposed new design for logging graph

Fixes

• log_graph = True for tensorboard logger doesn't show model graph. #240
• Create a section for Logging and HPO in README.md file. #227
• Add documentation for logging (tb/wandb)/HPO/benchmarking #260

[samet-akcay]

I think it's in a good shape to go. one final question would be whether it would be an idea to use gifs to show tensorboard and wandb stuff. What do you think?

[ashwinvaidya17]

I think it's in a good shape to go. one final question would be whether it would be an idea to use gifs to show tensorboard and wandb stuff. What do you think?

gifs are a good idea. I'll see if I can create gifs from a few clips of the videos

[ashwinvaidya17]

I think it's in a good shape to go. one final question would be whether it would be an idea to use gifs to show tensorboard and wandb stuff. What do you think?

gifs are a good idea. I'll see if I can create gifs from a few clips of the videos

I'll leave this for a different PR

[djdameln]

Thanks. All my comments have been addressed