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2998 Add MLFlowHandler#3099

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

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

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

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.

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Nic-Ma commented Oct 11, 2021

/black

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Nic-Ma commented Oct 11, 2021

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

Thanks.

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Nic-Ma commented Oct 11, 2021

/black

Signed-off-by: Nic Ma <[email protected]>
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Nic-Ma commented Oct 11, 2021

/black

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wyli commented Oct 11, 2021

/build

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Thanks, it looks good to me.

@wyli wyli merged commit 31f9c1e into Project-MONAI:dev Oct 11, 2021
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mlflow handler implementation

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