MLFlow support in ignite
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- Python
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Description
🚀 Feature
Hi @vfdev-5 ,
As you may know, PyTorch and MLflow Integration announced last year: https://mlflow.org/news/2020/11/12/pytorch-mlflow-integration/index.html, it works well with PyTorch-Lightning but seems ignite doesn't support it so far?
What do you guys think about MLFlow? Is it possible to add support for it?
Here is the current API doc of MLFlow based on Lightning: https://www.mlflow.org/docs/latest/python_api/mlflow.pytorch.html
Thanks.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
The issue names no repository files, tests, or entry points. Start by reviewing the linked MLflow PyTorch API documentation and the referenced PyTorch-Lightning integration, then determine the scope of Ignite support. Done is not defined because the request does not specify which MLflow capabilities or acceptance criteria are required.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100