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Merged
merged 14 commits into from
Jun 14, 2024
Merged

Add TF 3x Examples #1839

merged 14 commits into from
Jun 14, 2024

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zehao-intel
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Type of Change

example

Description

The list of added examples:
Image Recognition

  • ViT
    GraphNetwork
  • graphsage
    NLP
  • bert_large_squad_model_zoo
  • GPT-J
  • SQ LLM models(gpt2-medium and facebook/opt-125m)

How has this PR been tested?

Extension Test

Dependency Change?

No

@zehao-intel
Add TF 3x Examples
914c990 
Signed-off-by: zehao-intel <[email protected]>
@zehao-intel zehao-intel added INC3.X TensorFlow Related to Tensorflow/Keras F/W labels Jun 4, 2024
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github-actions bot commented Jun 4, 2024 •
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⚡ Required checks status: All passing 🟢

Groups summary

🟢 Code Scan Tests workflow
Check ID Status Error details
Code-Scan success ✅
Code-Scan (Bandit Code Scan Bandit) success ✅
Code-Scan (DocStyle Code Scan DocStyle) success ✅
Code-Scan (Pylint Code Scan Pylint) success ✅

These checks are required after the changes to neural_compressor/tensorflow/quantization/__init__.py, neural_compressor/tensorflow/quantization/autotune.py, neural_compressor/tensorflow/quantization/config.py, neural_compressor/tensorflow/utils/model_wrappers.py.

🟢 Unit Tests 3x-TensorFlow workflow
Check ID Status Error details
UT-3x-TensorFlow success ✅
UT-3x-TensorFlow (Coverage Compare CollectDatafiles) success ✅
UT-3x-TensorFlow (Unit Test 3x TensorFlow Unit Test 3x TensorFlow) success ✅
UT-3x-TensorFlow (Unit Test 3x TensorFlow baseline Unit Test 3x TensorFlow baseline) success ✅

These checks are required after the changes to neural_compressor/tensorflow/quantization/__init__.py, neural_compressor/tensorflow/quantization/autotune.py, neural_compressor/tensorflow/quantization/config.py, neural_compressor/tensorflow/utils/model_wrappers.py.

Thank you for your contribution! 💜

Note
This comment is automatically generated and will be updates every 180 seconds within the next 6 hours. If you have any other questions, contact chensuyue or XuehaoSun for help.

@chensuyue chensuyue self-requested a review June 5, 2024 07:43
@chensuyue chensuyue added this to the v2.6 milestone Jun 5, 2024
zehao-intel and others added 9 commits June 5, 2024 16:27
@chensuyue chensuyue merged commit 922b247 into master Jun 14, 2024
@chensuyue chensuyue deleted the zehao/3xexample branch June 14, 2024 04:33
xin3he pushed a commit that referenced this pull request Oct 11, 2024
@xinhe3
Squashed commit of the following:
be20c15 
commit 2bb257e
Author: Kaihui-intel <[email protected]>
Date:   Thu Oct 10 19:27:11 2024 +0800

    Add woq examples (#1982)

    Signed-off-by: Kaihui-intel <[email protected]>
    Signed-off-by: Sun, Xuehao <[email protected]>
    Co-authored-by: Sun, Xuehao <[email protected]>

commit 586eb88
Author: Huang, Tai <[email protected]>
Date:   Wed Oct 9 09:22:39 2024 +0800

    add transformers-like api link in readme (#2022)

    Signed-off-by: Huang, Tai <[email protected]>

commit 4e9c764
Author: Kaihui-intel <[email protected]>
Date:   Tue Oct 8 13:13:45 2024 +0800

    Remove itrex dependency for 3x example (#2016)

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    Co-authored-by: Sun, Xuehao <[email protected]>

commit a0066d4
Author: Kaihui-intel <[email protected]>
Date:   Mon Sep 30 18:17:32 2024 +0800

    Fix transformers rtn layer-wise quant (#2008)

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    Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

commit 802a5af
Author: Huang, Tai <[email protected]>
Date:   Mon Sep 30 17:02:52 2024 +0800

    add autoround EMNLP24 to pub list (#2014)

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commit 44795a1
Author: Kaihui-intel <[email protected]>
Date:   Mon Sep 30 16:55:22 2024 +0800

    Adapt transformers 4.45.1 (#2019)

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commit d4662ad
Author: Kaihui-intel <[email protected]>
Date:   Mon Sep 30 15:52:17 2024 +0800

    Add transformers-like api doc (#2018)

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commit 72398b6
Author: Wang, Chang <[email protected]>
Date:   Fri Sep 27 15:11:04 2024 +0800

    fix xpu device set weight and bias (#2010)

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commit 9d27743
Author: Sun, Xuehao <[email protected]>
Date:   Fri Sep 27 14:17:24 2024 +0800

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commit 7bbc473
Author: xinhe <[email protected]>
Date:   Fri Sep 27 11:47:00 2024 +0800

    add pad_to_buckets in evaluation for hpu performance (#2011)

    * add pad_to_buckets in evaluation for hpu performance
    ---------

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commit b6b7d7c
Author: Kaihui-intel <[email protected]>
Date:   Thu Sep 26 17:21:54 2024 +0800

    Update auto_round requirements for transformers example (#2013)

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commit ee600ba
Author: Wang, Chang <[email protected]>
Date:   Fri Sep 20 13:54:06 2024 +0800

    add repack_awq_to_optimum_format function (#1998)

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commit 4ee6861
Author: Sun, Xuehao <[email protected]>
Date:   Thu Sep 19 22:27:05 2024 +0800

    remove accelerate version in unit test (#2007)

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commit 2445811
Author: WeiweiZhang1 <[email protected]>
Date:   Sat Sep 14 18:13:30 2024 +0800

    enable auto_round format export (#2002)

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commit 906333a
Author: Kaihui-intel <[email protected]>
Date:   Sat Sep 14 16:17:46 2024 +0800

    Replace FORCE_DEVICE with INC_TARGET_DEVICE [transformers] (#2005)

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Date:   Fri Sep 13 21:35:32 2024 +0800

    add INC_FORCE_DEVICE introduction (#1988)

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    ---------

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commit 5de9a4f
Author: Kaihui-intel <[email protected]>
Date:   Fri Sep 13 20:48:22 2024 +0800

    Support transformers-like api for woq quantization (#1987)

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commit 9c39b42
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Date:   Thu Sep 12 14:34:49 2024 +0800

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    ---------

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commit 399cd44
Author: Kaihui-intel <[email protected]>
Date:   Tue Sep 3 16:37:09 2024 +0800

     Remove the save of gptq config (#1993)

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commit 05272c4
Author: Yi Liu <[email protected]>
Date:   Tue Sep 3 10:21:51 2024 +0800

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commit 82d8c06
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Date:   Fri Aug 30 21:21:00 2024 +0800

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commit e9f06af
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    Update installation_guide.md (#1989)

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commit 093c966
Author: Wang, Chang <[email protected]>
Date:   Fri Aug 30 17:45:54 2024 +0800

    add quantize, save, load function for transformers-like api (#1986)

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commit 4dd49a4
Author: xinhe <[email protected]>
Date:   Thu Aug 29 17:23:18 2024 +0800

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Author: chen, suyue <[email protected]>
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commit 7ba9fdc
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Date:   Mon Aug 19 14:50:50 2024 +0800

    support gptq `true_sequential` and `quant_lm_head` (#1977)

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Author: Sun, Xuehao <[email protected]>
Date:   Fri Aug 16 09:43:46 2024 +0800

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Date:   Thu Aug 15 14:13:26 2024 +0800

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commit 46d9192
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Date:   Thu Aug 15 09:57:22 2024 +0800

    update readme for fp8 (#1979)

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commit 842b715
Author: chen, suyue <[email protected]>
Date:   Tue Aug 13 12:09:25 2024 +0800

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commit 3845cdc
Author: Neo Zhang Jianyu <[email protected]>
Date:   Tue Aug 13 12:09:09 2024 +0800

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Date:   Sat Aug 10 23:28:43 2024 +0800

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    ---------

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commit de0fa21
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Date:   Fri Aug 9 22:32:37 2024 +0800

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commit 385da7c
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Date:   Fri Aug 9 21:53:51 2024 +0800

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commit acd8f4f
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Date:   Fri Aug 9 15:24:14 2024 +0800

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commit 74a4641
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Date:   Fri Aug 9 10:23:59 2024 +0800

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commit b99abae
Author: Kaihui-intel <[email protected]>
Date:   Tue Aug 6 16:02:03 2024 +0800

    Fix `opt_125m_woq_gptq_int4_dq_ggml` issue (#1965)

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commit b35ff8f
Author: Zixuan Cheng <[email protected]>
Date:   Fri Aug 2 09:06:35 2024 +0800

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Date:   Thu Aug 1 10:19:32 2024 +0800

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    ---------

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commit aa42e5e
Author: xinhe <[email protected]>
Date:   Wed Jul 31 15:36:06 2024 +0800

    replenish docstring (#1955)

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    ---------

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    Co-authored-by: Yi Liu <[email protected]>

commit 81a076d
Author: Neo Zhang Jianyu <[email protected]>
Date:   Wed Jul 31 13:51:33 2024 +0800

    fix welcome.html link issue (#1962)

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commit 87f02c1
Author: chen, suyue <[email protected]>
Date:   Wed Jul 31 10:09:47 2024 +0800

    fix docs link (#1959)

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commit 03813e2
Author: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Date:   Wed Jul 31 10:09:29 2024 +0800

    Bump tensorflow version (#1961)

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commit 3b5dbf6
Author: Kaihui-intel <[email protected]>
Date:   Tue Jul 30 17:27:21 2024 +0800

    Set low_gpu_mem_usage=False for AutoRound

    Signed-off-by: Kaihui-intel <[email protected]>

commit 41244d3
Author: chen, suyue <[email protected]>
Date:   Mon Jul 29 23:05:36 2024 +0800

    new previous results could not find all raise issues in CI model test (#1958)

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commit 190e6b2
Author: Kaihui-intel <[email protected]>
Date:   Mon Jul 29 19:39:57 2024 +0800

    Fix itrex qbits nf4/int8 training core dumped issue (#1954)

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commit 0e724a4
Author: Kaihui-intel <[email protected]>
Date:   Mon Jul 29 16:22:13 2024 +0800

    Add save/load for pt2e example (#1927)

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commit 50eb6fb
Author: chen, suyue <[email protected]>
Date:   Mon Jul 29 13:40:36 2024 +0800

    update 3x torch installation (#1957)

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commit 6e1b1da
Author: Zixuan Cheng <[email protected]>
Date:   Fri Jul 26 15:58:00 2024 +0800

    add ipex xpu example to 3x API (#1948)

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commit 19024b3
Author: zehao-intel <[email protected]>
Date:   Fri Jul 26 14:52:01 2024 +0800

    Enable yolov5 Example for TF 3x API  (#1943)

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commit d84a93f
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Date:   Thu Jul 25 14:45:19 2024 +0800

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commit fb85779
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Date:   Thu Jul 25 14:04:25 2024 +0800

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Date:   Thu Jul 25 13:39:06 2024 +0800

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commit d254d50
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Date:   Wed Jul 24 21:50:44 2024 +0800

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commit f253d35
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Date:   Wed Jul 24 17:48:05 2024 +0800

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Date:   Wed Jul 24 17:31:19 2024 +0800

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commit c80b68a
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Date:   Tue Jul 23 21:26:53 2024 +0800

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commit 9077b38
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Date:   Tue Jul 23 17:04:37 2024 +0800

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commit efcb293
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Date:   Tue Jul 23 10:15:41 2024 +0800

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commit b787940
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Date:   Tue Jul 23 10:12:34 2024 +0800

    add docstring for mx quant (#1932)

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commit 0c52e12
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Date:   Tue Jul 23 09:59:17 2024 +0800

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commit 08914d6
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Date:   Mon Jul 22 11:14:44 2024 +0800

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commit e106dea
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Date:   Sun Jul 21 21:48:51 2024 +0800

    Update Example for Pytorch 3x Mixed Precision (#1882)

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commit 1ebf698
Author: Zixuan Cheng <[email protected]>
Date:   Fri Jul 19 15:56:09 2024 +0800

    add docstring for static quant and smooth quant (#1936)

    * add docstring for static quant and smooth quant

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    * format fix

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    ---------

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commit 296c5d4
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Date:   Fri Jul 19 15:08:05 2024 +0800

    Add docstring for PT2E and HQQ (#1937)

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commit 437c8e7
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Date:   Thu Jul 18 10:00:41 2024 +0800

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commit ff37401
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Date:   Wed Jul 17 23:11:15 2024 +0800

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commit 6c27c19
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Date:   Wed Jul 17 20:35:42 2024 +0800

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commit 53e6ee6
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Date:   Wed Jul 17 20:35:03 2024 +0800

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Date:   Wed Jul 17 17:29:49 2024 +0800

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Date:   Wed Jul 17 15:31:38 2024 +0800

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Date:   Wed Jul 17 12:12:40 2024 +0800

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Date:   Wed Jul 17 12:05:32 2024 +0800

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Date:   Wed Jul 17 09:33:13 2024 +0800

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commit 5767aed
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Date:   Wed Jul 17 09:16:37 2024 +0800

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commit f909bca
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Date:   Tue Jul 16 21:12:54 2024 +0800

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Date:   Tue Jul 16 21:05:55 2024 +0800

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commit de43d85
Author: Kaihui-intel <[email protected]>
Date:   Tue Jul 16 17:18:12 2024 +0800

    Support absorb dict for awq (#1920)

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commit e976595
Author: Kaihui-intel <[email protected]>
Date:   Tue Jul 16 17:17:56 2024 +0800

    Support woq Autotune (#1921)

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commit d56075c
Author: Huang, Tai <[email protected]>
Date:   Tue Jul 16 15:21:06 2024 +0800

    fix typo in architecture diagram (#1924)

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commit 0a54239
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Date:   Tue Jul 16 15:12:43 2024 +0800

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commit be42d03
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Date:   Tue Jul 16 09:48:48 2024 +0800

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commit 7a4715c
Author: Kaihui-intel <[email protected]>
Date:   Mon Jul 15 14:59:03 2024 +0800

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commit 34f0a9f
Author: Yi Liu <[email protected]>
Date:   Mon Jul 15 09:10:14 2024 +0800

    Add `save`/`load` support for HQQ (#1913)

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commit d320460
Author: Yi Liu <[email protected]>
Date:   Fri Jul 12 14:48:12 2024 +0800

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commit 6c547f7
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Date:   Fri Jul 12 14:42:04 2024 +0800

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commit 1703658
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Date:   Fri Jul 12 11:14:48 2024 +0800

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commit f698c96
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Date:   Thu Jul 11 18:00:28 2024 +0800

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commit 4a45093
Author: Yi Liu <[email protected]>
Date:   Thu Jul 11 17:47:47 2024 +0800

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commit 16a7b11
Author: Yi Liu <[email protected]>
Date:   Thu Jul 11 17:13:24 2024 +0800

    Get default config based on the auto-detect CPU type (#1904)

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commit 2fc7255
Author: xinhe <[email protected]>
Date:   Thu Jul 11 13:22:52 2024 +0800

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     supports both Linux and Windows platform
     add benchmark documents
     dump benchmark summary
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    incbench --num_i 2 main.py: run 2 instances on NUMA:0.
    incbench --num_c 2 main.py: run multi-instances with 2 cores per instance on NUMA:0.
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    incbench -C 24-47 --num_c 4 main.py: run multi-instances with 4 COREs per instance on COREs:24-47.

    ---------

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commit de8577e
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Date:   Wed Jul 10 17:21:45 2024 +0800

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commit 01f16c4
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Date:   Wed Jul 10 17:19:57 2024 +0800

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commit 28578b9
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Date:   Wed Jul 10 13:19:27 2024 +0800

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commit 5fde50f
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Date:   Wed Jul 10 10:34:46 2024 +0800

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commit 3fe2fd9
Author: xinhe <[email protected]>
Date:   Tue Jul 9 15:01:25 2024 +0800

    fix bf16 symbolic_trace bug (#1892)

    Description: fix bf16 symbolic_trace bug,

    - cause abnormal recursive calling.
    - missing necessary attributes
    - By moving BF16 fallback ahead of quantization and removing bf16_symbolic_trace, we fix it.

    ---------

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commit e080e06
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Date:   Tue Jul 9 11:04:30 2024 +0800

    remove neural insight CI (#1903)

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commit f28fcee
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Date:   Fri Jul 5 15:47:37 2024 +0800

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commit 1386ac5
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Date:   Thu Jul 4 12:18:03 2024 +0800

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commit 856118e
Author: Wang, Chang <[email protected]>
Date:   Wed Jul 3 13:50:00 2024 +0800

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commit f75ff40
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Date:   Wed Jul 3 13:07:48 2024 +0800

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commit b9e73f5
Author: chen, suyue <[email protected]>
Date:   Wed Jul 3 11:10:45 2024 +0800

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commit 63b2912
Author: Yi Liu <[email protected]>
Date:   Tue Jul 2 14:46:02 2024 +0800

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commit 5592acc
Author: zehao-intel <[email protected]>
Date:   Tue Jul 2 14:18:51 2024 +0800

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commit 4372a76
Author: Kaihui-intel <[email protected]>
Date:   Fri Jun 28 14:55:10 2024 +0800

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commit 4ae2e87
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Date:   Thu Jun 27 09:56:52 2024 +0800

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commit cc763f5
Author: Dina Suehiro Jones <[email protected]>
Date:   Wed Jun 26 18:29:06 2024 -0700

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commit 1f58f02
Author: Yi Liu <[email protected]>
Date:   Thu Jun 20 22:03:45 2024 +0800

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commit 0341295
Author: Yi Liu <[email protected]>
Date:   Wed Jun 19 09:40:11 2024 +0800

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commit 503d9ef
Author: Kaihui-intel <[email protected]>
Date:   Tue Jun 18 17:12:12 2024 +0800

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commit 5a0374e
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Date:   Tue Jun 18 16:21:05 2024 +0800

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commit 90fb431
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Date:   Tue Jun 18 16:06:04 2024 +0800

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commit f4eb660
Author: Sun, Xuehao <[email protected]>
Date:   Mon Jun 17 16:12:06 2024 +0800

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commit 2928d85
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Date:   Fri Jun 14 21:51:13 2024 +0800

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commit 48c5e3a
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Date:   Fri Jun 14 21:10:14 2024 +0800

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commit 498af74
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Date:   Fri Jun 14 21:09:36 2024 +0800

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commit b401b02
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Date:   Fri Jun 14 17:48:03 2024 +0800

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commit e470f6c
Author: xinhe <[email protected]>
Date:   Fri Jun 14 17:34:26 2024 +0800

    [3x] add recommendation examples (#1844)

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commit a141512
Author: zehao-intel <[email protected]>
Date:   Fri Jun 14 14:56:30 2024 +0800

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commit b99a79d
Author: Zixuan Cheng <[email protected]>
Date:   Fri Jun 14 14:10:49 2024 +0800

    modify 3.x ipex example structure (#1858)

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    * minor fix

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    * minor fix

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    ---------

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    Co-authored-by: xinhe <[email protected]>

commit 922b247
Author: zehao-intel <[email protected]>
Date:   Fri Jun 14 12:33:39 2024 +0800

    Add TF 3x Examples (#1839)

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commit 70a1d50
Author: Zixuan Cheng <[email protected]>
Date:   Fri Jun 14 10:17:33 2024 +0800

    fix 3x ipex static quant regression (#1864)

    Description
    fix 3x ipex static quant regression
    cannot fallback with op type name ('linear')
    dump wrong op stats (no 'Linear&relu' op type)
    ---------

    Signed-off-by: Cheng, Zixuan <[email protected]>

commit 4e45f8f
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Date:   Fri Jun 14 10:04:11 2024 +0800

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commit 794b276
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Date:   Thu Jun 13 18:02:04 2024 +0800

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commit 0eced14
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Date:   Wed Jun 12 18:49:17 2024 -0700

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commit 6733dab
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Date:   Wed Jun 12 17:08:31 2024 +0800

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commit a0dee94
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Date:   Wed Jun 12 15:01:25 2024 +0800

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commit 2c3556d
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Date:   Wed Jun 12 14:46:14 2024 +0800

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Date:   Wed Jun 12 14:20:06 2024 +0800

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commit 5b5579b
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Date:   Wed Jun 12 14:12:00 2024 +0800

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commit e9cb48c
Author: xinhe <[email protected]>
Date:   Wed Jun 12 11:19:47 2024 +0800

    improve UT coverage of PT Utils and Quantization (#1842)

    * update UTs

    ---------

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commit 6b27383
Author: Yi Liu <[email protected]>
Date:   Wed Jun 12 11:11:50 2024 +0800

    Fix config expansion with empty options (#1861)

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commit 25c71aa
Author: WenjiaoYue <[email protected]>
Date:   Tue Jun 11 17:54:31 2024 +0800

    Delete the static resources of the JupyterLab extension after packaging (#1860)

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commit 455f1e1
Author: Wang, Mengni <[email protected]>
Date:   Tue Jun 11 15:28:40 2024 +0800

    Add UT and remove unused code for torch MX quant (#1854)

    * Add UT and remove unused code for torch MX quant
    ---------

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Signed-off-by: xinhe3 <[email protected]>
changwangss pushed a commit that referenced this pull request Nov 14, 2024
@HolyFalafel
[SW-202943] Merge 1.18.0 and other changes from public github to gerrit
3ab3b5f 
Merged from INC public master branch

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commit 74a4641390b4d8c11dc66ff8ef40df92c298b996
Author: Sun, Xuehao <[email protected]>
Date:   Fri Aug 9 10:23:59 2024 +0800

    remove unnecessary CI (#1966)

    Signed-off-by: Sun, Xuehao <[email protected]>

commit b99abae5d937380cf9df80c9050fce18bddfb72d
Author: Kaihui-intel <[email protected]>
Date:   Tue Aug 6 16:02:03 2024 +0800

    Fix `opt_125m_woq_gptq_int4_dq_ggml` issue (#1965)

    Signed-off-by: Kaihui-intel <[email protected]>

commit b35ff8f0044bdf12da87647d0404b62ae5ff7d3d
Author: Zixuan Cheng <[email protected]>
Date:   Fri Aug 2 09:06:35 2024 +0800

    example update for 3.x ipex sq (#1902)

    Signed-off-by: violetch24 <[email protected]>

commit 000946fce147a02ad6662538e337570c0a56329d
Author: Zixuan Cheng <[email protected]>
Date:   Thu Aug 1 10:19:32 2024 +0800

    add SDXL model example to INC 3.x (#1887)

    * add SDXL model example to INC 3.x

    Signed-off-by: Cheng, Zixuan <[email protected]>

    * add evaluation script

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    * add test script

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    * minor fix

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    * Update sdxl_smooth_quant.py

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    ---------

    Signed-off-by: Cheng, Zixuan <[email protected]>
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commit aa42e5edcd0b5196a21ee7bb68a7965125601fea
Author: xinhe <[email protected]>
Date:   Wed Jul 31 15:36:06 2024 +0800

    replenish docstring (#1955)

    * replenish docstring

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    * update  Quantizer API docstring

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    * Add docstring for auto accelerator (#1956)

    Signed-off-by: yiliu30 <[email protected]>

    * temporary remove torch/quantization and add it back after fp8 code is updated.

    * Update config.py

    ---------

    Signed-off-by: xin3he <[email protected]>
    Signed-off-by: yiliu30 <[email protected]>
    Co-authored-by: Yi Liu <[email protected]>

commit 81a076d7c59609be666ddddf64a574cacf1a5c36
Author: Neo Zhang Jianyu <[email protected]>
Date:   Wed Jul 31 13:51:33 2024 +0800

    fix welcome.html link issue (#1962)

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commit 87f02c15a2f1047a8b4bcb5b7f443a4cecb4dfc7
Author: chen, suyue <[email protected]>
Date:   Wed Jul 31 10:09:47 2024 +0800

    fix docs link (#1959)

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Date:   Wed Jul 31 10:09:29 2024 +0800

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commit 3b5dbf681d8e9beb47eb0d1be4c5a58f4018d42a
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Date:   Tue Jul 30 17:27:21 2024 +0800

    Set low_gpu_mem_usage=False for AutoRound

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commit 41244d3bc65fd646d2d6d88ca2c6686f2ab65bc6
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Date:   Mon Jul 29 23:05:36 2024 +0800

    new previous results could not find all raise issues in CI model test (#1958)

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commit 190e6b2be6b31158a1101729bcf621bc93e85531
Author: Kaihui-intel <[email protected]>
Date:   Mon Jul 29 19:39:57 2024 +0800

    Fix itrex qbits nf4/int8 training core dumped issue (#1954)

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    Signed-off-by: chensuyue <[email protected]>

commit 0e724a4d96ca0d6a170281688ca644b37fa340e0
Author: Kaihui-intel <[email protected]>
Date:   Mon Jul 29 16:22:13 2024 +0800

    Add save/load for pt2e example (#1927)

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commit 50eb6fb6f5924054b38d8ed99e78e0ebdab51f50
Author: chen, suyue <[email protected]>
Date:   Mon Jul 29 13:40:36 2024 +0800

    update 3x torch installation (#1957)

    Signed-off-by: chensuyue <[email protected]>

commit 6e1b1da712d20d9291e5932974bc3167b00dd214
Author: Zixuan Cheng <[email protected]>
Date:   Fri Jul 26 15:58:00 2024 +0800

    add ipex xpu example to 3x API (#1948)

    Signed-off-by: violetch24 <[email protected]>

commit 19024b351372ca76934db33b0d230552c13bff39
Author: zehao-intel <[email protected]>
Date:   Fri Jul 26 14:52:01 2024 +0800

    Enable yolov5 Example for TF 3x API  (#1943)

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commit d84a93f7db8eeb69099aa332a4c01a743c9f4090
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Date:   Thu Jul 25 14:45:19 2024 +0800

    Complement UT of calibration function for TF 3x API (#1945)

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commit fb8577931c11c3bdc55868e01576b73372d9912b
Author: zehao-intel <[email protected]>
Date:   Thu Jul 25 14:04:25 2024 +0800

    Update Examples for TF 3x API (#1901)

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commit 6b30207d0a3b6d6d497ecf8f6bb5891765d798ba
Author: zehao-intel <[email protected]>
Date:   Thu Jul 25 13:39:06 2024 +0800

    Add Docstring for TF 3x API and Torch 3x Mixed Precision (#1944)

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commit d254d508be9c6b14c474fd643ad448a4e261ca72
Author: Yi Liu <[email protected]>
Date:   Wed Jul 24 21:50:44 2024 +0800

    Update doc for client-usage and LWQ (#1947)

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commit f253d35a152b8003cfc8738fd3c6db7930149264
Author: Neo Zhang Jianyu <[email protected]>
Date:   Wed Jul 24 17:48:05 2024 +0800

    Update publish.yml (#1950)

commit 6cda338a042073aba61ba411a6fc563fc8731889
Author: Neo Zhang Jianyu <[email protected]>
Date:   Wed Jul 24 17:31:19 2024 +0800

    Update publish.yml (#1949)

    * Update publish.yml

    * Update publish.yml

commit c80b68afdba7a55b19898b1b9ff3e21d18b57427
Author: Kaihui-intel <[email protected]>
Date:   Tue Jul 23 21:26:53 2024 +0800

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commit 9077b382259e2e56ff5796084a1f4275e4387537
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Date:   Tue Jul 23 17:04:37 2024 +0800

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commit efcb2930be6b9d575b1fb8a6e86afdd6a09b5857
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Date:   Tue Jul 23 10:15:41 2024 +0800

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commit b787940ea2868e1fc8a56a81b94d62d4ea3d8454
Author: Wang, Mengni <[email protected]>
Date:   Tue Jul 23 10:12:34 2024 +0800

    add docstring for mx quant (#1932)

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commit 0c52e1243b78734e95fc348834303bc3c3cfe369
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Date:   Tue Jul 23 09:59:17 2024 +0800

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commit 08914d6b0e365212fee6016d03dcdc087bd7e441
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Date:   Mon Jul 22 11:14:44 2024 +0800

    add read permission token (#1942)

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commit e106dea73471ddecdb1cfc702e90fcb1a5d41452
Author: zehao-intel <[email protected]>
Date:   Sun Jul 21 21:48:51 2024 +0800

    Update Example for Pytorch 3x Mixed Precision (#1882)

    Signed-off-by: zehao-intel <[email protected]>

commit 1ebf6987bd054b926d3cdd5630ae058c8d3a66c2
Author: Zixuan Cheng <[email protected]>
Date:   Fri Jul 19 15:56:09 2024 +0800

    add docstring for static quant and smooth quant (#1936)

    * add docstring for static quant and smooth quant

    Signed-off-by: violetch24 <[email protected]>

    * format fix

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    ---------

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    Co-authored-by: violetch24 <[email protected]>

commit 296c5d4f1138e5bf33584fb75cea0f6ca5080122
Author: Yi Liu <[email protected]>
Date:   Fri Jul 19 15:08:05 2024 +0800

    Add docstring for PT2E and HQQ (#1937)

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commit 437c8e75706cff1767dcde115e428654766b3f18
Author: Kaihui-intel <[email protected]>
Date:   Thu Jul 18 10:00:41 2024 +0800

    Fix unused pkgs  import (#1931)

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commit ff3740146a829e845d79266acf233b202843d3fd
Author: chen, suyue <[email protected]>
Date:   Wed Jul 17 23:11:15 2024 +0800

    3.X API installation update (#1935)

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commit 6c27c19c3ec7a318455bd12d6e66ad9bb757ab93
Author: zehao-intel <[email protected]>
Date:   Wed Jul 17 20:35:42 2024 +0800

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commit 53e6ee6b75d476bae0382c7d6fb9aa1348c2ab5e
Author: Zixuan Cheng <[email protected]>
Date:   Wed Jul 17 20:35:03 2024 +0800

    Support xpu for ipex static quant (#1916)

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commit a1cc618df6efa823bb1834ff2f8be83531f91178
Author: chen, suyue <[email protected]>
Date:   Wed Jul 17 17:29:49 2024 +0800

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commit 30583882df76838ea3e4a719e25ddca7bb449b9b
Author: Yi Liu <[email protected]>
Date:   Wed Jul 17 15:31:38 2024 +0800

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commit 29471df05a9e2c36c4ad8083c0b0b285011748d8
Author: Kaihui-intel <[email protected]>
Date:   Wed Jul 17 12:12:40 2024 +0800

    Enhance load_empty_model import (#1930)

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commit fd96851f7f8339ec8bfabd602cf494ac6c31d17b
Author: Kaihui-intel <[email protected]>
Date:   Wed Jul 17 12:05:32 2024 +0800

    Integrate AutoRound v0.3 to 2x (#1926)

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commit bfa27e422dc4760f6a9b1783eee7dae10fe5324f
Author: Kaihui-intel <[email protected]>
Date:   Wed Jul 17 09:33:13 2024 +0800

    Integrate AutoRound v0.3 (#1925)

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commit 5767aed4dbc9a400f65f74bdc9c09209f0a4c145
Author: xinhe <[email protected]>
Date:   Wed Jul 17 09:16:37 2024 +0800

    add docstring for torch.quantization and torch.utils (#1928)

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commit f909bca86cfe7881119b62c4e75ca1f330718764
Author: chen, suyue <[email protected]>
Date:   Tue Jul 16 21:12:54 2024 +0800

    update itrex ut test (#1929)

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commit 649e6b148755bda737009bc323b735b92231c579
Author: Kaihui-intel <[email protected]>
Date:   Tue Jul 16 21:05:55 2024 +0800

    Support LayerWise for RTN/GPTQ (#1883)

    Signed-off-by: Kaihui-intel <[email protected]>
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commit de43d851a24a5f4290fe148f7d3607cad6d8433f
Author: Kaihui-intel <[email protected]>
Date:   Tue Jul 16 17:18:12 2024 +0800

    Support absorb dict for awq (#1920)

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commit e9765955f991e1270e3b65635285f6b6cb8fc38c
Author: Kaihui-intel <[email protected]>
Date:   Tue Jul 16 17:17:56 2024 +0800

    Support woq Autotune (#1921)

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commit d56075c7e9f6e3e85385abbff9f1b0d07d157a04
Author: Huang, Tai <[email protected]>
Date:   Tue Jul 16 15:21:06 2024 +0800

    fix typo in architecture diagram (#1924)

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commit 0a542397ac1ea8d6fe2edf04565d3cb673001b2c
Author: chen, suyue <[email protected]>
Date:   Tue Jul 16 15:12:43 2024 +0800

    update documentation for 3x API (#1923)

    Signed-off-by: chensuyue <[email protected]>
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    Signed-off-by: yiliu30 <[email protected]>

commit be42d033b25c6dd3bcac0ead964699f25f939014
Author: xinhe <[email protected]>
Date:   Tue Jul 16 09:48:48 2024 +0800

    implement TorchBaseConfig (#1911)

    Signed-off-by: xin3he <[email protected]>

commit 7a4715c1d488441e383b7c999fd1b574a3f6ceda
Author: Kaihui-intel <[email protected]>
Date:   Mon Jul 15 14:59:03 2024 +0800

    Support PT2E save and load (#1918)

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commit 34f0a9f450b385aa3227f7f34e8d0f16460080a9
Author: Yi Liu <[email protected]>
Date:   Mon Jul 15 09:10:14 2024 +0800

    Add `save`/`load` support for HQQ (#1913)

    Signed-off-by: yiliu30 <[email protected]>
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commit d3204604aad007f3db67c46dcb0575aa8f5cd584
Author: Yi Liu <[email protected]>
Date:   Fri Jul 12 14:48:12 2024 +0800

    remove 1x docs (#1900)

    Signed-off-by: yiliu30 <[email protected]>

commit 6c547f7c4cd71342e28a1b23f827a6aa7aa91bb8
Author: chen, suyue <[email protected]>
Date:   Fri Jul 12 14:42:04 2024 +0800

    fix CI docker container clean up issue (#1917)

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commit 17036587d84d2b42e0e9eb501d175e78d552c063
Author: chen, suyue <[email protected]>
Date:   Fri Jul 12 11:14:48 2024 +0800

    Remove deprecated modules (#1872)

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commit f698c96c817c56292a66aee07b3e1396e074b966
Author: chen, suyue <[email protected]>
Date:   Thu Jul 11 18:00:28 2024 +0800

    update Gaudi CI baseline artifacts name (#1912)

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commit 4a45093c1418f34da2660a54052a2ff5c2b4edff
Author: Yi Liu <[email protected]>
Date:   Thu Jul 11 17:47:47 2024 +0800

    Add export support for TEQ (#1910)

    Signed-off-by: yiliu30 <[email protected]>

commit 16a7b11508c008d4d4180a0fe0e31c75b8e5d662
Author: Yi Liu <[email protected]>
Date:   Thu Jul 11 17:13:24 2024 +0800

    Get default config based on the auto-detect CPU type (#1904)

    Signed-off-by: yiliu30 <[email protected]>

commit 2fc72555c987dc7bce8476b389720e1a29159a43
Author: xinhe <[email protected]>
Date:   Thu Jul 11 13:22:52 2024 +0800

    implement `incbench` command for ease-of-use benchmark (#1884)
     implement incbench command as entrypoint for ease-of-use benchmark
     automatically check numa/socket info and dump it with table for ease-of-understand
     supports both Linux and Windows platform
     add benchmark documents
     dump benchmark summary
     add benchmark UTs
    incbench main.py: run 1 instance on NUMA:0.
    incbench --num_i 2 main.py: run 2 instances on NUMA:0.
    incbench --num_c 2 main.py: run multi-instances with 2 cores per instance on NUMA:0.
    incbench -C 24-47 main.py: run 1 instance on COREs:24-47.
    incbench -C 24-47 --num_c 4 main.py: run multi-instances with 4 COREs per instance on COREs:24-47.

    ---------

    Signed-off-by: xin3he <[email protected]>
    Co-authored-by: chen, suyue <[email protected]>

commit de8577ef5874f85d39c3b08f63c98f22c3ce25c6
Author: chen, suyue <[email protected]>
Date:   Wed Jul 10 17:21:45 2024 +0800

    bump version into 3.0 (#1908)

    Signed-off-by: chensuyue <[email protected]>

commit 01f16c4e816fec9d05d34f9d2bd7e425a59b803c
Author: chen, suyue <[email protected]>
Date:   Wed Jul 10 17:19:57 2024 +0800

    support habana fp8 UT test in CI (#1909)

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commit 28578b96bf6217fa2b79699838e5a4af30843de4
Author: Yi Liu <[email protected]>
Date:   Wed Jul 10 13:19:27 2024 +0800

    Add docstring for `common` module (#1905)

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commit 5fde50f2c0476dbc08d59481b742515f5a210de1
Author: Wang, Chang <[email protected]>
Date:   Wed Jul 10 10:34:46 2024 +0800

    update fp4_e2m1 mapping list (#1906)

    * update fp4_e2m1 mapping list

    * Update utility.py

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    for more information, see https://pre-commit.ci

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commit 3fe2fd9aadda4991552d65fef09a75ba5127b5db
Author: xinhe <[email protected]>
Date:   Tue Jul 9 15:01:25 2024 +0800

    fix bf16 symbolic_trace bug (#1892)

    Description: fix bf16 symbolic_trace bug,

    - cause abnormal recursive calling.
    - missing necessary attributes
    - By moving BF16 fallback ahead of quantization and removing bf16_symbolic_trace, we fix it.

    ---------

    Signed-off-by: xin3he <[email protected]>
    Co-authored-by: Sun, Xuehao <[email protected]>

commit e080e06d38447d2ab869fe8265a04e464a732057
Author: Sun, Xuehao <[email protected]>
Date:   Tue Jul 9 11:04:30 2024 +0800

    remove neural insight CI (#1903)

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commit f28fcee6cc7bd6b3e1642157744f38686b1b9a91
Author: Yi Liu <[email protected]>
Date:   Fri Jul 5 15:47:37 2024 +0800

    Remove 1x API (#1865)

    Signed-off-by: yiliu30 <[email protected]>
    Co-authored-by: chen, suyue <[email protected]>

commit 1386ac5ec7be40608dfac082d2275307b8e4d14e
Author: Yi Liu <[email protected]>
Date:   Thu Jul 4 12:18:03 2024 +0800

    Port auto-detect absorb layers for TEQ (#1895)

    Signed-off-by: yiliu30 <[email protected]>

commit 856118e36f7670136c8d83dfbc232010d13d72a6
Author: Wang, Chang <[email protected]>
Date:   Wed Jul 3 13:50:00 2024 +0800

    remove import pdb (#1897)

    Signed-off-by: changwangss <[email protected]>

commit f75ff4082bc7a22d9367d3e91a3ea2c7aaec2bd2
Author: xinhe <[email protected]>
Date:   Wed Jul 3 13:07:48 2024 +0800

    support auto_host2device on RTN and GPTQ(#1894)

    Signed-off-by: He, Xin3 <[email protected]>

commit b9e73f5cf34f824a9b84d74f725c6157dc6430a2
Author: chen, suyue <[email protected]>
Date:   Wed Jul 3 11:10:45 2024 +0800

    tmp fix nas deps issue (#1896)

    Signed-off-by: chensuyue <[email protected]>

commit 63b29126b7c1958939af388d48e56fcceb85db6f
Author: Yi Liu <[email protected]>
Date:   Tue Jul 2 14:46:02 2024 +0800

    Refine HQQ UTs (#1888)

    Signed-off-by: yiliu30 <[email protected]>

commit 5592acc60562b7fccb308af0eaaba9cad53004a5
Author: zehao-intel <[email protected]>
Date:   Tue Jul 2 14:18:51 2024 +0800

    Remove Gelu Fusion for TF Newapi (#1886)

    Signed-off-by: zehao-intel <[email protected]>

commit 4372a762585189accc65196e081a0a7a85f5af9e
Author: Kaihui-intel <[email protected]>
Date:   Fri Jun 28 14:55:10 2024 +0800

    Fix sql injection for Neural Solution gRPC (#1879)

    Signed-off-by: Kaihui-intel <[email protected]>

commit 4ae2e87d2f98eb34c2e523a76ffa6ff77bf767e1
Author: xinhe <[email protected]>
Date:   Thu Jun 27 09:56:52 2024 +0800

    support quant_lm_head arg in all WOQ configs (#1881)

    Signed-off-by: xin3he <[email protected]>

commit cc763f5134f5f84b3020a8ea1bee409a60d15218
Author: Dina Suehiro Jones <[email protected]>
Date:   Wed Jun 26 18:29:06 2024 -0700

    Update the Gaudi container example in the README (#1885)

commit 1f58f024d812b6c1f7f3430b62e61051599cd1b2
Author: Yi Liu <[email protected]>
Date:   Thu Jun 20 22:03:45 2024 +0800

    Add `set_local` support for static quant with pt2e (#1870)

    Signed-off-by: yiliu30 <[email protected]>

commit 0341295de95dce5d5c775fdba78de85e3d3a041d
Author: Yi Liu <[email protected]>
Date:   Wed Jun 19 09:40:11 2024 +0800

    rm cov (#1878)

    Signed-off-by: yiliu30 <[email protected]>

commit 503d9ef4136023f1952e397a2ab0f7f476040901
Author: Kaihui-intel <[email protected]>
Date:   Tue Jun 18 17:12:12 2024 +0800

    Add op statistics dump for woq (#1876)

    Signed-off-by: Kaihui-intel <[email protected]>

commit 5a0374e7db23cac209af78f1ace9b38d23bebbb0
Author: Yi Liu <[email protected]>
Date:   Tue Jun 18 16:21:05 2024 +0800

    Enhance autotune to return the best `q_model` directly (#1875)

    Signed-off-by: yiliu30 <[email protected]>

commit 90fb43135397a035968b5334eba21931c18a83c0
Author: Kaihui-intel <[email protected]>
Date:   Tue Jun 18 16:06:04 2024 +0800

    fix layer match (#1873)

    Signed-off-by: Kaihui-intel <[email protected]>
    Co-authored-by: Sun, Xuehao <[email protected]>

commit f4eb66073fc2c3f13d624c31056d94f2b6735076
Author: Sun, Xuehao <[email protected]>
Date:   Mon Jun 17 16:12:06 2024 +0800

    Limit numpy versions (#1874)

    Signed-off-by: Sun, Xuehao <[email protected]>

commit 2928d856336d3cd2db9068950e054ce4f7c7bbe0
Author: chen, suyue <[email protected]>
Date:   Fri Jun 14 21:51:13 2024 +0800

    update v2.6 release readme (#1871)

    Signed-off-by: chensuyue <[email protected]>

commit 48c5e3a9c22b8f16446a6849d63fed0cdf4a0a7a
Author: Kaihui-intel <[email protected]>
Date:   Fri Jun 14 21:10:14 2024 +0800

    Modify WOQ examples structure (#1866)

    Signed-off-by: Kaihui-intel <[email protected]>
    Signed-off-by: chensuyue <[email protected]>

commit 498af747839af0f54e8b1e946ac20fb52b0fbb89
Author: Sun, Xuehao <[email protected]>
Date:   Fri Jun 14 21:09:36 2024 +0800

    Update SQ/WOQ status (#1869)

    Signed-off-by: Sun, Xuehao <[email protected]>
    Co-authored-by: chen, suyue <[email protected]>

commit b401b02db2cc7d7f4f8412a815fa435e66e330a0
Author: Kaihui-intel <[email protected]>
Date:   Fri Jun 14 17:48:03 2024 +0800

    Add PT2E cv&llm example (#1853)

    Signed-off-by: Kaihui-intel <[email protected]>

commit e470f6cdfbbad32fcf17be56903e649a05059780
Author: xinhe <[email protected]>
Date:   Fri Jun 14 17:34:26 2024 +0800

    [3x] add recommendation examples (#1844)

    Signed-off-by: xin3he <[email protected]>

commit a1415128a8d63af7e1d2798521f11b137eccec81
Author: zehao-intel <[email protected]>
Date:   Fri Jun 14 14:56:30 2024 +0800

    Improve UT Branch Coverage for TF 3x (#1867)

    Signed-off-by: zehao-intel <[email protected]>

commit b99a79d029e8010d234d3b4259994e598bec1a06
Author: Zixuan Cheng <[email protected]>
Date:   Fri Jun 14 14:10:49 2024 +0800

    modify 3.x ipex example structure (#1858)

    * modify 3.x ipex example structure

    Signed-off-by: Cheng, Zixuan <[email protected]>

    * add json path

    Signed-off-by: Cheng, Zixuan <[email protected]>

    * fix for sq

    Signed-off-by: Cheng, Zixuan <[email protected]>

    * minor fix

    Signed-off-by: Cheng, Zixuan <[email protected]>

    * Update run_clm_no_trainer.py

    * Update run_clm_no_trainer.py

    * Update run_clm_no_trainer.py

    * minor fix

    Signed-off-by: Cheng, Zixuan <[email protected]>

    * remove old files

    Signed-off-by: Cheng, Zixuan <[email protected]>

    * fix act_algo

    Signed-off-by: Cheng, Zixuan <[email protected]>

    ---------

    Signed-off-by: Cheng, Zixuan <[email protected]>
    Co-authored-by: xinhe <[email protected]>

commit 922b2471e617cc4c56376866e991302d0beb0640
Author: zehao-intel <[email protected]>
Date:   Fri Jun 14 12:33:39 2024 +0800

    Add TF 3x Examples (#1839)

    Signed-off-by: zehao-intel <[email protected]>

commit 70a1d501fdfee16a10e34385bca9f15eba4366b4
Author: Zixuan Cheng <[email protected]>
Date:   Fri Jun 14 10:17:33 2024 +0800

    fix 3x ipex static quant regression (#1864)

    Description
    fix 3x ipex static quant regression
    cannot fallback with op type name ('linear')
    dump wrong op stats (no 'Linear&relu' op type)
    ---------

    Signed-off-by: Cheng, Zixuan <[email protected]>

commit 4e45f8f68bf126ca0c9dd655fce03b21a93ec151
Author: zehao-intel <[email protected]>
Date:   Fri Jun 14 10:04:11 2024 +0800

    Improve UT Coverage for TF 3x  (#1852)

    Signed-off-by: zehao-intel <[email protected]>
    Signed-off-by: chensuyue <[email protected]>

commit 794b2762c0bb2f076973e1fca5fdecd23efec774
Author: xinhe <[email protected]>
Date:   Thu Jun 13 18:02:04 2024 +0800

    migrate export to 2x and 3x from deprecated (#1845)

    Signed-off-by: xin3he <[email protected]>

commit 0eced1478c6796a5e2dcb254a65bbc96af4d1b8b
Author: yuwenzho <[email protected]>
Date:   Wed Jun 12 18:49:17 2024 -0700

    Enhance INC WOQ model loading & support Huggingface WOQ model loading (#1826)

    Signed-off-by: yuwenzho <[email protected]>

commit 6733dabc4d48a6625e184e4a29a754949f415097
Author: Wang, Mengni <[email protected]>
Date:   Wed Jun 12 17:08:31 2024 +0800

    update mx script (#1838)

    Signed-off-by: Mengni Wang <[email protected]>

commit a0dee94dab0920ba30de049e871b19a72ddb8996
Author: Wang, Chang <[email protected]>
Date:   Wed Jun 12 15:01:25 2024 +0800

    Remove export_compressed_model in AWQConfig (#1831)

commit 2c3556d441de2f0963167db71ecdee7353bd76bb
Author: Huang, Tai <[email protected]>
Date:   Wed Jun 12 14:46:14 2024 +0800

    Add 3x architecture diagram (#1849)

    Signed-off-by: Huang, Tai <[email protected]>

commit 0e2cade66f8c3951e6ce7de226421f6700d2ad85
Author: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Date:   Wed Jun 12 14:20:06 2024 +0800

    Bump braces from 3.0.2 to 3.0.3 in /neural_insights/gui (#1862)

    Signed-off-by: dependabot[bot] <[email protected]>

commit 5b5579bf953cb24607dc18b3a01ffe1071c3b604
Author: Kaihui-intel <[email protected]>
Date:   Wed Jun 12 14:12:00 2024 +0800

    Fix Neural Solution security issue (#1856)

    Signed-off-by: Kaihui-intel <[email protected]>

commit e9cb48c9462fdc671c523f93611b30b41b6cff98
Author: xinhe <[email protected]>
Date:   Wed Jun 12 11:19:47 2024 +0800

    improve UT coverage of PT Utils and Quantization (#1842)

    * update UTs

    ---------

    Signed-off-by: xin3he <[email protected]>
    Signed-off-by: xinhe3 <[email protected]>

commit 6b2738390dfdab543de1ccd9242fe541c78b6a2e
Author: Yi Liu <[email protected]>
Date:   Wed Jun 12 11:11:50 2024 +0800

    Fix config expansion with empty options (#1861)

    Signed-off-by: yiliu30 <[email protected]>

commit 25c71aad5a55210d87d371257344f21762e3bb0e
Author: WenjiaoYue <[email protected]>
Date:   Tue Jun 11 17:54:31 2024 +0800

    Delete the static resources of the JupyterLab extension after packaging (#1860)

    Signed-off-by: Yue, Wenjiao <[email protected]>

commit 455f1e1f0f0284e87b46d257b6d126ca76fe1748
Author: Wang, Mengni <[email protected]>
Date:   Tue Jun 11 15:28:40 2024 +0800

    Add UT and remove unused code for torch MX quant (#1854)

    * Add UT and remove unused code for torch MX quant
    ---------

    Signed-off-by: Mengni Wang <[email protected]>

Change-Id: I543550ffcc16143d3e612fac2f9ea3a31a1143e1
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