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[air] DreamBooth example: Fix code for batch size > 1 #34398

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merged 3 commits into from
Apr 14, 2023

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krfricke
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Why are these changes needed?

The DreamBooth finetuning example currently throws an error when batch size > 1, even when the GPU memory is large enough. This is because the training batches are currently not created correctly.

This PR fixes the batch format and includes in-line comments to explain the new behavior.

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  • I've signed off every commit(by using the -s flag, i.e., git commit -s) in this PR.
  • I've run scripts/format.sh to lint the changes in this PR.
  • I've included any doc changes needed for https://docs.ray.io/en/master/.
    • I've added any new APIs to the API Reference. For example, if I added a
      method in Tune, I've added it in doc/source/tune/api/ under the
      corresponding .rst file.
  • I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/
  • Testing Strategy
    • Unit tests
    • Release tests
    • This PR is not tested :(

Kai Fricke added 2 commits April 14, 2023 16:12
Signed-off-by: Kai Fricke <[email protected]>
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@gjoliver gjoliver left a comment

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oh nice! thanks so much!

@krfricke krfricke merged commit df1c744 into ray-project:master Apr 14, 2023
@krfricke krfricke deleted the air/dreambooth-batch-size branch April 14, 2023 16:59
vitsai pushed a commit to vitsai/ray that referenced this pull request Apr 17, 2023
)

The DreamBooth finetuning example currently throws an error when batch size > 1, even when the GPU memory is large enough. This is because the training batches are currently not created correctly.

This PR fixes the batch format and includes in-line comments to explain the new behavior.

Signed-off-by: Kai Fricke <[email protected]>
elliottower pushed a commit to elliottower/ray that referenced this pull request Apr 22, 2023
)

The DreamBooth finetuning example currently throws an error when batch size > 1, even when the GPU memory is large enough. This is because the training batches are currently not created correctly.

This PR fixes the batch format and includes in-line comments to explain the new behavior.

Signed-off-by: Kai Fricke <[email protected]>
Signed-off-by: elliottower <[email protected]>
ProjectsByJackHe pushed a commit to ProjectsByJackHe/ray that referenced this pull request May 4, 2023
)

The DreamBooth finetuning example currently throws an error when batch size > 1, even when the GPU memory is large enough. This is because the training batches are currently not created correctly.

This PR fixes the batch format and includes in-line comments to explain the new behavior.

Signed-off-by: Kai Fricke <[email protected]>
Signed-off-by: Jack He <[email protected]>
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2 participants