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[WIP] Add e2e test for tune api with LLM hyperparameter optimization #2411

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helenxie-bit
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What this PR does / why we need it:
This PR adds E2E tests for the tune API in the following scenarios:

  • Creating Katib Experiment with custom objective using distributed training with PyTorchJob.
  • Creating Katib Experiment with external models and datasets using non-distributed training.
  • Creating Katib Experiment with external models and datasets using distributed training with PyTorchJob.

Which issue(s) this PR fixes (optional, in fixes #<issue number>(, fixes #<issue_number>, ...) format, will close the issue(s) when PR gets merged):
Fixes #

Checklist:

Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
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[APPROVALNOTIFIER] This PR is NOT APPROVED

This pull-request has been approved by:
Once this PR has been reviewed and has the lgtm label, please assign johnugeorge for approval. For more information see the Kubernetes Code Review Process.

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@helenxie-bit
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/area gsoc

@helenxie-bit
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Ref: #2339

Signed-off-by: helenxie-bit <[email protected]>
@helenxie-bit helenxie-bit changed the title [GSoC] Add e2e test for tune api with LLM hyperparameter optimization [WIP] Add e2e test for tune api with LLM hyperparameter optimization Aug 21, 2024
Signed-off-by: helenxie-bit <[email protected]>
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