Dave Berenbaum

Looks like there was some related discussion in https://github.com/iterative/dvclive/pull/157#discussion_r706244029, but I find the behavior suggested in this issue to be more straightforward and expected. ~~In fact, `set_step()` should probably delete...

This would be nice to add in https://github.com/iterative/example-repos-dev/blob/cfa4ca4d4097cab26b2921026dfb3a41c70fadaf/example-get-started/code/src/evaluate.py#L72

Logging more data types sounds good. I found this link for wandb: https://docs.wandb.ai/guides/track/log Is this what you were thinking? Did you have a specific scenario in mind, and how would...

The initial example of logging arrays is pretty much already supported in dvc though as plots if I'm understanding correctly, so that is one type for which support could probably...

I don't think much thought has been put into how this would be supported in dvclive. Some options: 1. Each step logging an array/plot could replace the existing file, although...

Personally, out of the options above, I see #2 as the most useful.

Another visualization question: Does each step's array show up as a single plot side by side with other steps, or should all steps be shown overlaid on the same plot...

Not sure I understand what the data is in your example or how it's different from the scalar logging already being done. Is it about logging multiple epochs in one...

To me, this is a generalization of #189, where json outputs are saved at each step for plots. Some questions about how to generalize it: * Does all of this...

I don't see any issue with it. I'm not sure how valuable it is, since switching ML frameworks seems more likely to be an issue for internal testing than for...