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Generalize weight compression via OpenVINO submodels #2727

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@github-actions github-actions bot added NNCF Common Pull request that updates NNCF Common NNCF OpenVINO Pull requests that updates NNCF OpenVINO NNCF PTQ Pull requests that updates NNCF PTQ labels Jun 11, 2024
@nikita-savelyevv nikita-savelyevv force-pushed the compress-via-openvino branch 4 times, most recently from 55cafaa to a68a63d Compare July 3, 2024 18:31
@nikita-savelyevv nikita-savelyevv force-pushed the compress-via-openvino branch 4 times, most recently from 6b98ddd to 3d9faa4 Compare July 16, 2024 14:19
@nikita-savelyevv nikita-savelyevv force-pushed the compress-via-openvino branch 6 times, most recently from 1c85732 to b527cac Compare September 6, 2024 11:11
@github-actions github-actions bot added the documentation Improvements or additions to documentation label Sep 6, 2024
@nikita-savelyevv nikita-savelyevv force-pushed the compress-via-openvino branch 2 times, most recently from ac3ea02 to 2a3a63c Compare September 11, 2024 12:59
@nikita-savelyevv nikita-savelyevv force-pushed the compress-via-openvino branch 2 times, most recently from fe30c13 to 19ea412 Compare October 21, 2024 08:52
Dynamic shapes WIP

BF16 support

End-to-end compression WIP

Add logic to compare numpy to ov computations

Added release_memory

Added a script to run multiple experiments sequentially

INT4 experiments

BF16 fix

INT4 performance gains

WIP

weight_lowering dir created

weight_lowering_ dir changes

Renamed

Something works

File updates

Removed dispatching
@nikita-savelyevv nikita-savelyevv force-pushed the compress-via-openvino branch 4 times, most recently from 2840631 to c14c8f2 Compare October 30, 2024 08:41
@nikita-savelyevv nikita-savelyevv force-pushed the compress-via-openvino branch 2 times, most recently from 432e2a6 to d20e593 Compare October 30, 2024 09:40
@nikita-savelyevv nikita-savelyevv force-pushed the compress-via-openvino branch 2 times, most recently from 061d23b to dc30d8d Compare November 1, 2024 16:09
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documentation Improvements or additions to documentation NNCF Common Pull request that updates NNCF Common NNCF OpenVINO Pull requests that updates NNCF OpenVINO NNCF PTQ Pull requests that updates NNCF PTQ
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