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Add weight_only support for PyTorch framework #297

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merged 25 commits into from
Sep 15, 2023
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PenghuiCheng
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Type of Change

feature
No API changed

Description

Add weight_only support for PyTorch framework

Expected Behavior & Potential Risk

the expected behavior that triggered by this PR

How has this PR been tested?

Quantized model with weight-only quantization successfully.

PenghuiCheng and others added 20 commits September 5, 2023 09:24
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
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@zhewang1-intc zhewang1-intc left a comment

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consider to sync with the latest QBits backend?

@VincyZhang
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@hshen14
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hshen14 commented Sep 13, 2023

Add a dependency: #297

@VincyZhang VincyZhang added the WIP label Sep 14, 2023
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Unexpected change?

Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
Signed-off-by: Cheng, Penghui <penghui.cheng@intel.com>
@VincyZhang
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Coverage Drop
Unit Test failed with lines coverage decrease -2.310%
Unit Test failed with branches coverage decrease -4.126%
please add UT to cover newly-added modules. @PenghuiCheng

@VincyZhang VincyZhang added ITREX v1.2 and removed WIP labels Sep 15, 2023
@VincyZhang VincyZhang merged commit 3a064fa into main Sep 15, 2023
@VincyZhang VincyZhang deleted the penghuic/qbits_porting branch September 15, 2023 10:58
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6 participants