Update final CPU offloading code for more diffusion pipelines #5589
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Add test to ensure all pipeline components are returned to CPU after execution with model offloading
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The documentation is not available anymore as the PR was closed or merged. |
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Great job @clarencechen, that's a very nice clean-up! |
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Hello @clarencechen I'm wondering if this PR would help with the following bug? Any idea? #5281 Thanks |
kashif
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Nov 11, 2023
…gface#5589) * Update final model offload for more pipelines Add test to ensure all pipeline components are returned to CPU after execution with model offloading * Add comment to explain early UNet offload in Text-to-Video pipeline * Style
yoonseokjin
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Dec 25, 2023
…gface#5589) * Update final model offload for more pipelines Add test to ensure all pipeline components are returned to CPU after execution with model offloading * Add comment to explain early UNet offload in Text-to-Video pipeline * Style
AmericanPresidentJimmyCarter
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Apr 26, 2024
…gface#5589) * Update final model offload for more pipelines Add test to ensure all pipeline components are returned to CPU after execution with model offloading * Add comment to explain early UNet offload in Text-to-Video pipeline * Style
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What does this PR do?
Propagates changes in #4514 updating CPU model offloading to use
maybe_free_model_hooks()to more diffusion pipelines, and adds a test to ensure all offloading-enabled pipeline components are returned to the CPU after a pipeline call is finished.Before submitting
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Who can review?
Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
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