Add logger for Azure Machine Learning
🚀 Feature
We already have PyTorch Lightning loggers for Comet, MLFlow, and Neptune. It would be great if we also had one for Azure Machine Learning (AML).
Motivation
A data scientist hoping to use PyTorch Lightning in AML currently has to build their own "logger adapter" to get logs from their training runs to show up in the AML "metrics" UI like this:

It would be great if a user could just "drop in" an AML logger and get those kinds of metrics for free.
Pitch
The AML logging API is very similar to PyTorch Lightning's, with the small caveat that AML uses the terms "experiment" and "run" slightly differently than PyTorch Lightning does. I've even coded up a preliminary implementation with unit tests here: dkmiller/pytorch-lightning.
Alternatives
The only alternative I can think of is for individual users to build their own AML :: PyTorch Lightning loggers.
Additional context
Full disclosure: I'm a data scientist in the Azure Machine Learning team.