[Tune Class API + PyTorch] Possible to add more custom scalars+weights+biases to Tensorboard events file?

You could try this: [RLlib] Writing to tensorboard during custom evaluation - #3 by RickLan

I used a custom eval function. An image will be written to tensorboard every evaluation_interval.