Skip to content

2998 Add MLFlowHandler#3099

Merged
wyli merged 9 commits into
Project-MONAI:devfrom
Nic-Ma:2998-add-mlflow-handler
Oct 11, 2021
Merged

2998 Add MLFlowHandler#3099
wyli merged 9 commits into
Project-MONAI:devfrom
Nic-Ma:2998-add-mlflow-handler

Conversation

@Nic-Ma

@Nic-Ma Nic-Ma commented Oct 11, 2021

Copy link
Copy Markdown
Contributor

Fixes #2998 .

Description

This PR added the MLFlowHandler for ignite based engines.
I will show the usage in some tutorial later.

Status

Ready

Types of changes

  • Non-breaking change (fix or new feature that would not break existing functionality).
  • Breaking change (fix or new feature that would cause existing functionality to change).
  • New tests added to cover the changes.
  • Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
  • Quick tests passed locally by running ./runtests.sh --quick --unittests.
  • In-line docstrings updated.
  • Documentation updated, tested make html command in the docs/ folder.

@Nic-Ma

Nic-Ma commented Oct 11, 2021

Copy link
Copy Markdown
Contributor Author

/black

Signed-off-by: Nic Ma <nma@nvidia.com>
@Nic-Ma

Nic-Ma commented Oct 11, 2021

Copy link
Copy Markdown
Contributor Author

Here is some MLFlow visualization results for the test with this handler during training:
image

Thanks.

Signed-off-by: Nic Ma <nma@nvidia.com>
@Nic-Ma

Nic-Ma commented Oct 11, 2021

Copy link
Copy Markdown
Contributor Author

/black

Signed-off-by: Nic Ma <nma@nvidia.com>
@Nic-Ma

Nic-Ma commented Oct 11, 2021

Copy link
Copy Markdown
Contributor Author

/black

@wyli

wyli commented Oct 11, 2021

Copy link
Copy Markdown
Contributor

/build

@wyli wyli left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Thanks, it looks good to me.

@wyli wyli merged commit 31f9c1e into Project-MONAI:dev Oct 11, 2021
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

mlflow handler implementation

2 participants