Support tiled encode/decode for AutoencoderTiny
#4627
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Isotr0py
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AutoencoderTiny
sayakpaul
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Aug 16, 2023
sayakpaul
reviewed
Aug 16, 2023
sayakpaul
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Aug 16, 2023
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. |
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Let's make sure the CI is green before merging :-) |
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I think the CI should be green this time. Can you approve the worflows? @sayakpaul |
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Thanks for your amazing contribution! |
keturn
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Sep 13, 2023
…port. Now available in diffusers 0.21: huggingface/diffusers#4627
yoonseokjin
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Dec 25, 2023
* Impl tae slicing and tiling * add tae tiling test * add parameterized test * formatted code * fix failed test * style docs
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AmericanPresidentJimmyCarter
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Apr 26, 2024
* Impl tae slicing and tiling * add tae tiling test * add parameterized test * formatted code * fix failed test * style docs
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What does this PR do?
AutoencoderTinyThough
taesdreduce VRAM cost compared with vae, it still cost large amount VRAM for encode/decode extremely large image since memory scales linearly with size of the latents.According to my test, tiled-tae decoding only costs 1.2G VRAM with 64x64 tile.
The tile encode/decode are modified from the code presented in madebyollin/taesd#8.
Who can review?
Can you take a look at this? @sayakpaul