Lukas

Add example notebook showcasing how to aggregate logs generated by CSVLogger and plot the results of multiple runs.

Proposition: replace `Makefile` with `Snakefile`. Snakemake is a workflow management system for reproducible and scalable data analyses. https://github.com/snakemake/snakemake https://snakemake.readthedocs.io/

Problems with DDP + hydra

8

There have been numerous issues about using DDP with hydra: https://github.com/ashleve/lightning-hydra-template/issues/231 https://github.com/ashleve/lightning-hydra-template/issues/289 https://github.com/ashleve/lightning-hydra-template/issues/229 https://github.com/ashleve/lightning-hydra-template/issues/226 https://github.com/ashleve/lightning-hydra-template/issues/194 https://github.com/ashleve/lightning-hydra-template/issues/352 Current state of things is well described here: https://github.com/facebookresearch/hydra/issues/2070 **tl;dr:** You should be good...

Add ability to resume training from latest checkpoint without specifying path

2

Add some kind of method to recursively go over everything in `logs/`, and find the latest saved checkpoint (find by date saved). Add config flag for resuming training from the...

`train.log` and `eval.log` are generated in current work dir

1

Currently `train.log` and `eval.log` are generated in current working directory. This issue has been already fixed by hydra devs and will disappear when the new `hydra-colorlog` package version is released...

Configuring yamlint from setup.cfg

4

Hi, is it possibile to configure all the flags from https://yamllint.readthedocs.io/en/stable/configuration.html with `setup.cfg`?