I totally agree with this and I built wandb (wandb.com) to solve this problem. We try to do this in as lightweight a way as possible - for example we can do ker

I totally agree with this and I built wandb (wandb.com) to solve this problem. We try to do this in as lightweight a way as possible - for example we can do keras tracking with a single line (https://www.wandb.com/articles/visualize-keras-models-with-one-line-of-code https://www.wandb.com/articles/visualize-keras-models-with-o...) and pytorch with just a couple lines (https://www.wandb.com/articles/monitor-your-pytorch-models-with-five-extra-lines-of-code https://www.wandb.com/articles/monitor-your-pytorch-models-w...). Would love any feedback on it.