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PyTorch 2 Export Quantization for OpenVINO torch.compile backend #3321

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daniil-lyakhov
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@daniil-lyakhov daniil-lyakhov commented Apr 11, 2025

Hello there!

In this example we would like to present a quantization pipeline that allows users to run quantized OpenVINO models optimally—without ever leaving the PyTorch ecosystem

CC: @alexsu52, @ynimmaga, @anzr299 @AlexKoff88

cc @jgong5 @mingfeima @XiaobingSuper @sanchitintel @ashokei @jingxu10 @ZailiWang @ZhaoqiongZ @leslie-fang-intel @Xia-Weiwen @sekahler2 @CaoE @zhuhaozhe @Valentine233

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pytorch-bot bot commented Apr 11, 2025

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/tutorials/3321

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@svekars
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svekars commented Apr 12, 2025

@HamidShojanazeri can someone from the partner's team take a look?

Introduction
--------------

**This is an experimental feature, the quantization API is subject to change.**
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Just a suggestion, but I'd put this in a note callout: .. note::

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Thanks! Done

@daniil-lyakhov daniil-lyakhov force-pushed the dl/fx/openvino_quantizer branch from 1c6bc7c to f09a85f Compare April 14, 2025 13:58
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7 participants