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Cherry pick SDXL demo update to 1.16.3 #18496

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merged 4 commits into from
Nov 18, 2023
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Description

Cherry pick SDXL demo update to 1.16.3

Motivation and Context

tianleiwu and others added 4 commits November 17, 2023 15:37
Update the SDXL demo with dynamic shape serving with CUDA EP.
Update SDXL demo to test more configurations (including every scheduler).
Update documents to add instructions for running demo in docker.
Update package version in requirements.
Enable custom fp16 VAE in TensorRT for fair comparison.
### Description
A few refinements:
(1) Use fixed optimized shape for dynamic engine of TRT.
(2) Use same seed in base and refiner.
(3) Save metadata to png file so that it is easy to reproduce.
(4) Disable EulerA scheduler for XL since it has issue in refiner with 1.16.2.
(5) Limit height and width to be divisible by 64.
(6) Update document to add a link of downloading optimized model.

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Co-authored-by: kunal-vaishnavi <115581922+kunal-vaishnavi@users.noreply.github.com>
Add option to disable refiner and only run base model.
@tianleiwu tianleiwu merged commit 2ac381c into rel-1.16.3 Nov 18, 2023
87 of 95 checks passed
@tianleiwu tianleiwu deleted the tlwu/rel-1.16.3-sdxl branch November 18, 2023 04:58
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3 participants