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Add example of logging params and metrics for Tensorflow #8313

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merged 7 commits into from Apr 26, 2023

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dipanjank
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@dipanjank dipanjank commented Apr 24, 2023

Related Issues/PRs

#6099

What changes are proposed in this pull request?

(Please fill in changes proposed in this fix)
Add example of logging params and metrics for Tensorflow.

How is this patch tested?

  • Existing unit/integration tests
  • New unit/integration tests
  • Manual tests (describe details, including test results, below)

Does this PR change the documentation?

  • No. You can skip the rest of this section.
  • Yes. Make sure the changed pages / sections render correctly in the documentation preview.

Release Notes

Is this a user-facing change?

  • No. You can skip the rest of this section.
  • Yes. Give a description of this change to be included in the release notes for MLflow users.

(Details in 1-2 sentences. You can just refer to another PR with a description if this PR is part of a larger change.)

What component(s), interfaces, languages, and integrations does this PR affect?

Components

  • area/artifacts: Artifact stores and artifact logging
  • area/build: Build and test infrastructure for MLflow
  • area/docs: MLflow documentation pages
  • area/examples: Example code
  • area/model-registry: Model Registry service, APIs, and the fluent client calls for Model Registry
  • area/models: MLmodel format, model serialization/deserialization, flavors
  • area/recipes: Recipes, Recipe APIs, Recipe configs, Recipe Templates
  • area/projects: MLproject format, project running backends
  • area/scoring: MLflow Model server, model deployment tools, Spark UDFs
  • area/server-infra: MLflow Tracking server backend
  • area/tracking: Tracking Service, tracking client APIs, autologging

Interface

  • area/uiux: Front-end, user experience, plotting, JavaScript, JavaScript dev server
  • area/docker: Docker use across MLflow's components, such as MLflow Projects and MLflow Models
  • area/sqlalchemy: Use of SQLAlchemy in the Tracking Service or Model Registry
  • area/windows: Windows support

Language

  • language/r: R APIs and clients
  • language/java: Java APIs and clients
  • language/new: Proposals for new client languages

Integrations

  • integrations/azure: Azure and Azure ML integrations
  • integrations/sagemaker: SageMaker integrations
  • integrations/databricks: Databricks integrations

How should the PR be classified in the release notes? Choose one:

  • rn/breaking-change - The PR will be mentioned in the "Breaking Changes" section
  • rn/none - No description will be included. The PR will be mentioned only by the PR number in the "Small Bugfixes and Documentation Updates" section
  • rn/feature - A new user-facing feature worth mentioning in the release notes
  • rn/bug-fix - A user-facing bug fix worth mentioning in the release notes
  • rn/documentation - A user-facing documentation change worth mentioning in the release notes

Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>
@github-actions github-actions bot added area/docs Documentation issues rn/none List under Small Changes in Changelogs. labels Apr 24, 2023
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mlflow-automation commented Apr 24, 2023

Documentation preview for b4dd222 will be available here when this CircleCI job completes successfully.

More info

Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>
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LGTM! Can you resolve conflicts?

@harupy harupy enabled auto-merge (squash) April 26, 2023 09:53
@harupy harupy disabled auto-merge April 26, 2023 09:53
docs/source/models.rst Outdated Show resolved Hide resolved
dipanjank and others added 5 commits April 26, 2023 12:22
Co-authored-by: Harutaka Kawamura <hkawamura0130@gmail.com>
Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>
# Conflicts:
#	docs/source/models.rst
Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>
Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>
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LGTM! Can you resolve conflicts?

Done, can you please check again @harupy?

@harupy harupy merged commit 8860da3 into mlflow:master Apr 26, 2023
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lobrien pushed a commit to lobrien/mlflow that referenced this pull request May 10, 2023
* Add example of logging params and metrics for tensorflow

Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>

* Fix pre-commit error

Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>

* Update docs/source/models.rst

Co-authored-by: Harutaka Kawamura <hkawamura0130@gmail.com>
Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>

* Remove newline

Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>

* Remove newline

Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>

---------

Signed-off-by: Dipanjan Kailthya <dipanjan.kailthya@gmail.com>
Co-authored-by: Harutaka Kawamura <hkawamura0130@gmail.com>
Signed-off-by: Larry O’Brien <larry.obrien@databricks.com>
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