update sdxl demo #18889
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update sdxl demo #18889
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onnxruntime/python/tools/transformers/models/stable_diffusion/benchmark_controlnet.py
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onnxruntime/python/tools/transformers/models/stable_diffusion/demo_utils.py
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onnxruntime/python/tools/transformers/models/stable_diffusion/engine_builder_ort_cuda.py
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onnxruntime/python/tools/transformers/models/stable_diffusion/ort_utils.py
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onnxruntime/python/tools/transformers/models/stable_diffusion/ort_utils.py
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onnxruntime/python/tools/transformers/models/stable_diffusion/pipeline_stable_diffusion.py
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onnxruntime/python/tools/transformers/models/stable_diffusion/benchmark_controlnet.py
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onnxruntime/python/tools/transformers/models/stable_diffusion/pipeline_stable_diffusion.py
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wangyems
approved these changes
Dec 20, 2023
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Description
(1) Support importing model from Olive.
(2) Add backend engine Torch (Eager and Compile modes) to the demo.
(3) Use fp16 in most places.
(4) Remove some old pipeline scripts that are not useful anymore. They are replaced by the demo.
(5) Remove old benchmark results that are out of date.
(6) Add PIL image conversion to end to end latency (for fair comparison with diffusers since the default output type is pil)
(7) Remove some options are seldom used like force-rebuild-engine, hf-token, refit etc.
(8) For sdxl-turbo, generate images from a prompt set if no prompt is given.
Motivation and Context