Do training on Vertex AI TPU #7
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Alikerin
reviewed
Oct 12, 2023
Alikerin
reviewed
Oct 13, 2023
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@Alikerin Could you review this PR once more? |
Alikerin
approved these changes
Nov 2, 2023
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Well done 👍 |
panford
added a commit
that referenced
this pull request
Dec 7, 2023
* add tpu training * add docker container for TPU * add docker container for TPU * add docker container for TPU * add job args and fix linting * fix linting issues * fix bug in encoding function * modify conflicting accelerator type name * Add train on tpu parts * fix tpu issues * modify xm parallel trial runs * separate functions into seperate modules * update unit test * update unit test * update unit test and xm runs * apply reversible encoding * fix type annotation * add unittesting for dataencoder * add description to functions * Restructure code and cleanup * Add method description to encoding methods
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Description
This feature adds TPUs training on Vertex AI Cloud TPU functionality to run the pipeline faster.
Types of changes
Updated container images that allows training on Cloud TPUs.
Distribute training across TPU devices.