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Olive: A user-friendly toolchain for hardware-aware model optimization

opensource.microsoft.com · published 26 June 2023

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https://github.com/microsoft/Olive
github.com
https://onnxruntime.ai/
onnxruntime.ai
https://microsoft.github.io/Olive/features/model_transformations_and_optimizations.html
microsoft.github.io
https://microsoft.github.io/Olive/examples.html
microsoft.github.io
https://build.microsoft.com/en-US/sessions/0ea15726-1273-4a7c-a71a-efc635172a3b?source=/speakers/e2acbbd7-85a7-4c87-bbb8-5658cb17475d
build.microsoft.com
https://github.com/microsoft/Olive/tree/main/examples/whisper
github.com
https://microsoft.github.io/Olive/extending_olive/how_to_add_optimization_pass.html
microsoft.github.io
https://github.com/microsoft/Olive/tree/main/examples/bert
github.com
https://cloudblogs.microsoft.com/opensource/2023/06/26/automate-optimization-techniques-for-transformer-models/
cloudblogs.microsoft.com
https://github.com/microsoft/Olive/tree/main/examples/resnet
github.com
https://microsoft.github.io/Olive/features/packaging_output_models.html
microsoft.github.io
https://microsoft.github.io/Olive/overview/options.html
microsoft.github.io
https://microsoft.github.io/Olive/features/huggingface_model_optimization.html
microsoft.github.io