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Enable yolov5 Example for TF 3x API #1943

Merged
merged 11 commits into from
Jul 26, 2024
Merged

Enable yolov5 Example for TF 3x API #1943

merged 11 commits into from
Jul 26, 2024

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zehao-intel
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Type of Change

Add Example

Description

Enable yolov5 for TF 3x API

How has this PR been tested?

Extension test

Dependency Change?

Yes, yolov5 library added.

Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
@zehao-intel zehao-intel added this to the v3.0 milestone Jul 23, 2024
@zehao-intel zehao-intel added the TensorFlow Related to Tensorflow/Keras F/W label Jul 23, 2024
Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
Signed-off-by: zehao-intel <zehao.huang@intel.com>
@chensuyue chensuyue merged commit 19024b3 into master Jul 26, 2024
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@chensuyue chensuyue deleted the zehao/yolo branch July 26, 2024 06:52
xin3he pushed a commit that referenced this pull request Oct 11, 2024
commit 2bb257e
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Thu Oct 10 19:27:11 2024 +0800

    Add woq examples (#1982)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>
    Co-authored-by: Sun, Xuehao <xuehao.sun@intel.com>

commit 586eb88
Author: Huang, Tai <tai.huang@intel.com>
Date:   Wed Oct 9 09:22:39 2024 +0800

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

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

commit 4e9c764
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Oct 8 13:13:45 2024 +0800

    Remove itrex dependency for 3x example (#2016)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Co-authored-by: Sun, Xuehao <xuehao.sun@intel.com>

commit a0066d4
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Mon Sep 30 18:17:32 2024 +0800

    Fix transformers rtn layer-wise quant (#2008)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

commit 802a5af
Author: Huang, Tai <tai.huang@intel.com>
Date:   Mon Sep 30 17:02:52 2024 +0800

    add autoround EMNLP24 to pub list (#2014)

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

commit 44795a1
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Mon Sep 30 16:55:22 2024 +0800

    Adapt transformers 4.45.1 (#2019)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Co-authored-by: changwangss <chang1.wang@intel.com>
    Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

commit d4662ad
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Mon Sep 30 15:52:17 2024 +0800

    Add transformers-like api doc (#2018)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 72398b6
Author: Wang, Chang <chang1.wang@intel.com>
Date:   Fri Sep 27 15:11:04 2024 +0800

    fix xpu device set weight and bias (#2010)

    Signed-off-by: changwangss <chang1.wang@intel.com>
    Co-authored-by: Sun, Xuehao <xuehao.sun@intel.com>

commit 9d27743
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Fri Sep 27 14:17:24 2024 +0800

    Update model accuracy (#2006)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

commit 7bbc473
Author: xinhe <xin3.he@intel.com>
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
    ---------

    Signed-off-by: xin3he <xin3.he@intel.com>

commit b6b7d7c
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Thu Sep 26 17:21:54 2024 +0800

    Update auto_round requirements for transformers example (#2013)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit ee600ba
Author: Wang, Chang <chang1.wang@intel.com>
Date:   Fri Sep 20 13:54:06 2024 +0800

    add repack_awq_to_optimum_format function (#1998)

    Signed-off-by: changwangss <chang1.wang@intel.com>

commit 4ee6861
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Thu Sep 19 22:27:05 2024 +0800

    remove accelerate version in unit test (#2007)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

commit 2445811
Author: WeiweiZhang1 <weiwei1.zhang@intel.com>
Date:   Sat Sep 14 18:13:30 2024 +0800

    enable auto_round format export (#2002)

    Signed-off-by: Zhang, Weiwei1 <weiwei1.zhang@intel.com>

commit 906333a
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Sat Sep 14 16:17:46 2024 +0800

    Replace FORCE_DEVICE with INC_TARGET_DEVICE [transformers] (#2005)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 443d007
Author: xinhe <xin3.he@intel.com>
Date:   Fri Sep 13 21:35:32 2024 +0800

    add INC_FORCE_DEVICE introduction (#1988)

    * add INC_FORCE_DEVICE introduction

    Signed-off-by: xin3he <xin3.he@intel.com>

    * Update PyTorch.md

    * Update PyTorch.md

    * Update docs/source/3x/PyTorch.md

    Co-authored-by: Yi Liu <yi4.liu@intel.com>

    * rename to INC_TARGET_DEVICE

    Signed-off-by: xin3he <xin3.he@intel.com>

    ---------

    Signed-off-by: xin3he <xin3.he@intel.com>
    Co-authored-by: Yi Liu <yi4.liu@intel.com>

commit 5de9a4f
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Fri Sep 13 20:48:22 2024 +0800

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

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
    Co-authored-by: Wang, Chang <chang1.wang@intel.com>

commit 9c39b42
Author: chen, suyue <suyue.chen@intel.com>
Date:   Thu Sep 12 14:34:49 2024 +0800

    update docker image prune rules (#2003)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 09d4f2d
Author: Huang, Tai <tai.huang@intel.com>
Date:   Mon Sep 9 09:24:35 2024 +0800

    Add recent publications (#1995)

    * add recent publications

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

    * update total count

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

    ---------

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

commit 399cd44
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Sep 3 16:37:09 2024 +0800

     Remove the save of gptq config (#1993)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 05272c4
Author: Yi Liu <yi4.liu@intel.com>
Date:   Tue Sep 3 10:21:51 2024 +0800

    add per_channel_minmax (#1990)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 82d8c06
Author: chen, suyue <suyue.chen@intel.com>
Date:   Fri Aug 30 21:21:00 2024 +0800

    update 3x pt binary build (#1992)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit e9f06af
Author: Huang, Tai <tai.huang@intel.com>
Date:   Fri Aug 30 17:49:48 2024 +0800

    Update installation_guide.md (#1989)

    Correct typo in installation doc

commit 093c966
Author: Wang, Chang <chang1.wang@intel.com>
Date:   Fri Aug 30 17:45:54 2024 +0800

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

    Signed-off-by: changwangss <chang1.wang@intel.com>

commit 4dd49a4
Author: xinhe <xin3.he@intel.com>
Date:   Thu Aug 29 17:23:18 2024 +0800

    add hasattr check for torch fp8 dtype (#1985)

    Signed-off-by: xin3he <xin3.he@intel.com>

commit f2c454f
Author: chen, suyue <suyue.chen@intel.com>
Date:   Thu Aug 29 13:45:39 2024 +0800

    update installation and ci test for 3x api (#1991)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 7ba9fdc
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Mon Aug 19 14:50:50 2024 +0800

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

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 68b1f8b
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Fri Aug 16 09:43:46 2024 +0800

    Fix UT env and upgrade torch to 2.4.0 (#1978)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

commit f9dfd54
Author: Yi Liu <yi4.liu@intel.com>
Date:   Thu Aug 15 14:13:26 2024 +0800

    Skip some tests for torch 2.4 (#1981)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 46d9192
Author: xinhe <xin3.he@intel.com>
Date:   Thu Aug 15 09:57:22 2024 +0800

    update readme for fp8 (#1979)

    Signed-off-by: xinhe3 <xinhe3@habana.ai>

commit 842b715
Author: chen, suyue <suyue.chen@intel.com>
Date:   Tue Aug 13 12:09:25 2024 +0800

    bump main version into v3.1 (#1974)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 3845cdc
Author: Neo Zhang Jianyu <jianyu.zhang@intel.com>
Date:   Tue Aug 13 12:09:09 2024 +0800

    fix online doc search issue (#1975)

    Co-authored-by: ZhangJianyu <zhang.jianyu@outlook.com>

commit 7056720
Author: chen, suyue <suyue.chen@intel.com>
Date:   Sun Aug 11 20:58:34 2024 +0800

    update main page (#1973)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 95197d1
Author: xinhe <xin3.he@intel.com>
Date:   Sat Aug 10 23:28:43 2024 +0800

    Cherry pick v1.17.0 (#1964)

    * [SW-184941] INC CI, CD and Promotion

    Change-Id: I60c420f9776e1bdab7bb9e02e5bcbdb6891bfe52

    * [SW-183320]updated setup.py

    Change-Id: I592af89486cb1d9e0b5197521c428920197a9103

    * [SW-177474] add HQT FP8 porting code

    Change-Id: I4676f13a5ed43c444f2ec68675cc41335e7234dd
    Signed-off-by: Zhou Yuwen <zyuwen@habana.ai>

    * [SW-189361] Fix white list extend

    Change-Id: Ic2021c248798fce37710d28014a6d59259c868a3

    * [SW-191317] Raise exception according to hqt config object

    Change-Id: I06ba8fa912c811c88912987c11e5c12ef328348a

    * [SW-184714] Port HQT code into INC

    HQT lib content was copied as is under fp8_quant

    Tests were copied to 3.x torch location

    Change-Id: Iec6e1fa7ac4bf1df1c95b429524c40e32bc13ac9

    * [SW-184714] Add internal folder to fp8 quant

    This is a folder used for experiments,
    not to be used by users

    Change-Id: I9e221ae582794e304e95392c0f37638f7bce69bc

    * [SW-177468] Removed unused code + cleanup

    Change-Id: I4d27c067e87c1a30eb1da9df16a16c46d092c638

    * Fix errors in regression_detection

    Change-Id: Iee5318bd5593ba349812516eb5641958ece3c438

    * [SW-187731] Save orig module as member of patched module

    This allows direct usage of the original module methods,
    which solves torch compile issue

    Change-Id: I464d8bd1bacdfc3cd1f128a67114e1e43f092632

    * [SW-190899] Install packages according to configuration

    Change-Id: I570b490658f5d2c5399ba1db93f8f52f56449525

    * [SW-184689] use finalize_calibration intrenaly for one step flow

    Change-Id: Ie0b8b426c951cf57ed7e6e678c86813fb2d05c89

    * [SW-191945] align requirement_pt.txt in gerrit INC with Github INC

    Change-Id: If5c0dbf21bf989af37a8e29246e4f8760cd215ef
    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * [SW-192358] Remove HQT reference in INC

    Change-Id: Ic25f9323486596fa2dc6d909cd568a37ab84dd5e

    * [SW-191415] update fp8 maxAbs observer  using torch.copy_

    Change-Id: I3923c832f9a8a2b14e392f3f4719d233a457702f

    * [SW-184943] Enhance INC WOQ model loading

    - Support loading huggingface WOQ model
    - Abstract WeightOnlyLinear base class. Add INCWeightOnlyLinear and HPUWeighOnlyLinear subclasses
    - Load woq linear weight module by module
    - Save hpu format tensor to reuse it once load it again

    Change-Id: I679a42759b49e1f45f52bbb0bdae8580a23d0bcf

    * [SW-190303] Implement HPUWeightOnlyLinear class in INC

    Change-Id: Ie05c8787e708e2c3559dce24ef0758d6c498ac41

    * [SW-192809] fix json_file bug when instantiating FP8Config class

    Change-Id: I4a715d0a706efe20ccdb49033755cabbc729ccdc
    Signed-off-by: Zhou Yuwen <zyuwen@habana.ai>

    * [SW-192931] align setup.py with github INC and remove fp8_convert

    Change-Id: Ibbc157646cfcfad64b323ecfd96b9bbda5ba9e2f
    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * [SW-192917] Update all HQT logic files with pre-commit check

    Change-Id: I119dc8578cb10932fd1a8a674a8bdbf61f978e42
    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * update docstring

    Signed-off-by: yuwenzho <yuwen.zhou@intel.com>

    * add fp8 example and document (#1639)

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * Update settings to be compatible with gerrit

    * enhance ut

    Signed-off-by: yuwenzho <yuwen.zhou@intel.com>

    * move fp8 sample to helloworld folder

    Signed-off-by: yuwenzho <yuwen.zhou@intel.com>

    * update torch version of habana docker

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * [pre-commit.ci] auto fixes from pre-commit.com hooks

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

    * update readme demo

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * update WeightOnlyLinear to INCWeightOnlyLinear

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * [pre-commit.ci] auto fixes from pre-commit.com hooks

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

    * add docstring for FP8Config

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * fix pylint

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * update fp8 test scripts

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * delete deps

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * update container into v1.17.0

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * update docker version

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * update pt ut

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * add lib path

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * fix dir issue

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * [pre-commit.ci] auto fixes from pre-commit.com hooks

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

    * update fp8 test scope

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * fix typo

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * update fp8 test scope

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * update pre-commit-ci

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * work around for hpu

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * fix UT

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * fix parameter

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * omit some test

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * update main page example to llm loading

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    * [pre-commit.ci] auto fixes from pre-commit.com hooks

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

    * fix autotune

    Signed-off-by: xinhe3 <xinhe3@hababa.ai>

    ---------

    Signed-off-by: Zhou Yuwen <zyuwen@habana.ai>
    Signed-off-by: xinhe3 <xinhe3@hababa.ai>
    Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
    Signed-off-by: chensuyue <suyue.chen@intel.com>
    Co-authored-by: yan tomsinsky <ytomsinsky@habana.ai>
    Co-authored-by: Ron Ben Moshe <rbenmoshe@habana.ai>
    Co-authored-by: Uri Livne <ulivne@habana.ai>
    Co-authored-by: Danny Semiat <dsemiat@habana.ai>
    Co-authored-by: smarkovichgolan <smarkovich@habana.ai>
    Co-authored-by: Dudi Lester <dlester@habana.ai>

commit de0fa21
Author: Huang, Tai <tai.huang@intel.com>
Date:   Fri Aug 9 22:32:37 2024 +0800

    Fix broken link in docs (#1969)

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

commit 385da7c
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Fri Aug 9 21:53:51 2024 +0800

    Add 3.x readme (#1971)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

commit acd8f4f
Author: Huang, Tai <tai.huang@intel.com>
Date:   Fri Aug 9 15:24:14 2024 +0800

    Add version mapping between INC and Gaudi SW Stack (#1967)

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

commit 74a4641
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Fri Aug 9 10:23:59 2024 +0800

    remove unnecessary CI (#1966)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

commit b99abae
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Aug 6 16:02:03 2024 +0800

    Fix `opt_125m_woq_gptq_int4_dq_ggml` issue (#1965)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit b35ff8f
Author: Zixuan Cheng <110808245+violetch24@users.noreply.github.com>
Date:   Fri Aug 2 09:06:35 2024 +0800

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

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

commit 000946f
Author: Zixuan Cheng <110808245+violetch24@users.noreply.github.com>
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 <zixuan.cheng@intel.com>

    * add evaluation script

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

    * add test script

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

    * minor fix

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

    * Update run_quant.sh

    * add iter limit

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

    * modify test script

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

    * update json

    Signed-off-by: chensuyue <suyue.chen@intel.com>

    * add requirements

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

    * Update run_benchmark.sh

    * Update sdxl_smooth_quant.py

    * minor fix

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

    ---------

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>
    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>
    Signed-off-by: chensuyue <suyue.chen@intel.com>
    Co-authored-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>
    Co-authored-by: chensuyue <suyue.chen@intel.com>

commit aa42e5e
Author: xinhe <xin3.he@intel.com>
Date:   Wed Jul 31 15:36:06 2024 +0800

    replenish docstring (#1955)

    * replenish docstring

    Signed-off-by: xin3he <xin3.he@intel.com>

    * update  Quantizer API docstring

    Signed-off-by: xin3he <xin3.he@intel.com>

    * Add docstring for auto accelerator (#1956)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

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

    * Update config.py

    ---------

    Signed-off-by: xin3he <xin3.he@intel.com>
    Signed-off-by: yiliu30 <yi4.liu@intel.com>
    Co-authored-by: Yi Liu <106061964+yiliu30@users.noreply.github.com>

commit 81a076d
Author: Neo Zhang Jianyu <jianyu.zhang@intel.com>
Date:   Wed Jul 31 13:51:33 2024 +0800

    fix welcome.html link issue (#1962)

    Co-authored-by: ZhangJianyu <zhang.jianyu@outlook.com>

commit 87f02c1
Author: chen, suyue <suyue.chen@intel.com>
Date:   Wed Jul 31 10:09:47 2024 +0800

    fix docs link (#1959)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

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)

    Signed-off-by: dependabot[bot] <support@github.com>

commit 3b5dbf6
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jul 30 17:27:21 2024 +0800

    Set low_gpu_mem_usage=False for AutoRound

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 41244d3
Author: chen, suyue <suyue.chen@intel.com>
Date:   Mon Jul 29 23:05:36 2024 +0800

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

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 190e6b2
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Mon Jul 29 19:39:57 2024 +0800

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

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 0e724a4
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Mon Jul 29 16:22:13 2024 +0800

    Add save/load for pt2e example (#1927)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 50eb6fb
Author: chen, suyue <suyue.chen@intel.com>
Date:   Mon Jul 29 13:40:36 2024 +0800

    update 3x torch installation (#1957)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 6e1b1da
Author: Zixuan Cheng <110808245+violetch24@users.noreply.github.com>
Date:   Fri Jul 26 15:58:00 2024 +0800

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

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

commit 19024b3
Author: zehao-intel <zehao.huang@intel.com>
Date:   Fri Jul 26 14:52:01 2024 +0800

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

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit d84a93f
Author: zehao-intel <zehao.huang@intel.com>
Date:   Thu Jul 25 14:45:19 2024 +0800

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

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit fb85779
Author: zehao-intel <zehao.huang@intel.com>
Date:   Thu Jul 25 14:04:25 2024 +0800

    Update Examples for TF 3x API (#1901)

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit 6b30207
Author: zehao-intel <zehao.huang@intel.com>
Date:   Thu Jul 25 13:39:06 2024 +0800

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

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit d254d50
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Wed Jul 24 21:50:44 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit f253d35
Author: Neo Zhang Jianyu <jianyu.zhang@intel.com>
Date:   Wed Jul 24 17:48:05 2024 +0800

    Update publish.yml (#1950)

commit 6cda338
Author: Neo Zhang Jianyu <jianyu.zhang@intel.com>
Date:   Wed Jul 24 17:31:19 2024 +0800

    Update publish.yml (#1949)

    * Update publish.yml

    * Update publish.yml

commit c80b68a
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jul 23 21:26:53 2024 +0800

    Update AutoRound commit version (#1941)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 9077b38
Author: zehao-intel <zehao.huang@intel.com>
Date:   Tue Jul 23 17:04:37 2024 +0800

    Refine Pytorch 3x Mixed Precision Example (#1946)

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit efcb293
Author: Neo Zhang Jianyu <jianyu.zhang@intel.com>
Date:   Tue Jul 23 10:15:41 2024 +0800

    Update for API 3.0 online doc (#1940)

    Co-authored-by: ZhangJianyu <zhang.jianyu@outlook.com>

commit b787940
Author: Wang, Mengni <mengni.wang@intel.com>
Date:   Tue Jul 23 10:12:34 2024 +0800

    add docstring for mx quant (#1932)

    Signed-off-by: Mengni Wang <mengni.wang@intel.com>
    Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
    Co-authored-by: xinhe <xin3.he@intel.com>

commit 0c52e12
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jul 23 09:59:17 2024 +0800

    Add docstring for WOQ&LayerWise (#1938)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
    Co-authored-by: xinhe <xin3.he@intel.com>

commit 08914d6
Author: Huang, Tai <tai.huang@intel.com>
Date:   Mon Jul 22 11:14:44 2024 +0800

    add read permission token (#1942)

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

commit e106dea
Author: zehao-intel <zehao.huang@intel.com>
Date:   Sun Jul 21 21:48:51 2024 +0800

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

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit 1ebf698
Author: Zixuan Cheng <110808245+violetch24@users.noreply.github.com>
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 <zixuan@aia-sdp-spr-117706.jf.intel.com>

    * format fix

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

    * update scan path

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

    * Update utility.py

    ---------

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>
    Co-authored-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

commit 296c5d4
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Fri Jul 19 15:08:05 2024 +0800

    Add docstring for PT2E and HQQ (#1937)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 437c8e7
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Thu Jul 18 10:00:41 2024 +0800

    Fix unused pkgs  import (#1931)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit ff37401
Author: chen, suyue <suyue.chen@intel.com>
Date:   Wed Jul 17 23:11:15 2024 +0800

    3.X API installation update (#1935)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 6c27c19
Author: zehao-intel <zehao.huang@intel.com>
Date:   Wed Jul 17 20:35:42 2024 +0800

    Support calib_func on TF 3x API (#1934)

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit 53e6ee6
Author: Zixuan Cheng <110808245+violetch24@users.noreply.github.com>
Date:   Wed Jul 17 20:35:03 2024 +0800

    Support xpu for ipex static quant (#1916)

    Signed-off-by: violetch24 <zixuan@aia-sdp-spr-117706.jf.intel.com>

commit a1cc618
Author: chen, suyue <suyue.chen@intel.com>
Date:   Wed Jul 17 17:29:49 2024 +0800

    remove peft version limit (#1933)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 3058388
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Wed Jul 17 15:31:38 2024 +0800

    Add doc for client usage (#1914)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 29471df
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Wed Jul 17 12:12:40 2024 +0800

    Enhance load_empty_model import (#1930)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit fd96851
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Wed Jul 17 12:05:32 2024 +0800

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

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit bfa27e4
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Wed Jul 17 09:33:13 2024 +0800

    Integrate AutoRound v0.3 (#1925)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 5767aed
Author: xinhe <xin3.he@intel.com>
Date:   Wed Jul 17 09:16:37 2024 +0800

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

    Signed-off-by: xin3he <xin3.he@intel.com>

commit f909bca
Author: chen, suyue <suyue.chen@intel.com>
Date:   Tue Jul 16 21:12:54 2024 +0800

    update itrex ut test (#1929)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 649e6b1
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jul 16 21:05:55 2024 +0800

    Support LayerWise for RTN/GPTQ (#1883)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Co-authored-by: chensuyue <suyue.chen@intel.com>

commit de43d85
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jul 16 17:18:12 2024 +0800

    Support absorb dict for awq (#1920)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit e976595
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jul 16 17:17:56 2024 +0800

    Support woq Autotune (#1921)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit d56075c
Author: Huang, Tai <tai.huang@intel.com>
Date:   Tue Jul 16 15:21:06 2024 +0800

    fix typo in architecture diagram (#1924)

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

commit 0a54239
Author: chen, suyue <suyue.chen@intel.com>
Date:   Tue Jul 16 15:12:43 2024 +0800

    update documentation for 3x API (#1923)

    Signed-off-by: chensuyue <suyue.chen@intel.com>
    Signed-off-by: xin3he <xin3.he@intel.com>
    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit be42d03
Author: xinhe <xin3.he@intel.com>
Date:   Tue Jul 16 09:48:48 2024 +0800

    implement TorchBaseConfig (#1911)

    Signed-off-by: xin3he <xin3.he@intel.com>

commit 7a4715c
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Mon Jul 15 14:59:03 2024 +0800

    Support PT2E save and load (#1918)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 34f0a9f
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Mon Jul 15 09:10:14 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>
    Co-authored-by: chen, suyue <suyue.chen@intel.com>

commit d320460
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Fri Jul 12 14:48:12 2024 +0800

    remove 1x docs (#1900)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 6c547f7
Author: chen, suyue <suyue.chen@intel.com>
Date:   Fri Jul 12 14:42:04 2024 +0800

    fix CI docker container clean up issue (#1917)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 1703658
Author: chen, suyue <suyue.chen@intel.com>
Date:   Fri Jul 12 11:14:48 2024 +0800

    Remove deprecated modules (#1872)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit f698c96
Author: chen, suyue <suyue.chen@intel.com>
Date:   Thu Jul 11 18:00:28 2024 +0800

    update Gaudi CI baseline artifacts name (#1912)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 4a45093
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Thu Jul 11 17:47:47 2024 +0800

    Add export support for TEQ (#1910)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 16a7b11
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Thu Jul 11 17:13:24 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 2fc7255
Author: xinhe <xin3.he@intel.com>
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 <xin3.he@intel.com>
    Co-authored-by: chen, suyue <suyue.chen@intel.com>

commit de8577e
Author: chen, suyue <suyue.chen@intel.com>
Date:   Wed Jul 10 17:21:45 2024 +0800

    bump version into 3.0 (#1908)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 01f16c4
Author: chen, suyue <suyue.chen@intel.com>
Date:   Wed Jul 10 17:19:57 2024 +0800

    support habana fp8 UT test in CI (#1909)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 28578b9
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Wed Jul 10 13:19:27 2024 +0800

    Add docstring for `common` module (#1905)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 5fde50f
Author: Wang, Chang <chang1.wang@intel.com>
Date:   Wed Jul 10 10:34:46 2024 +0800

    update fp4_e2m1 mapping list (#1906)

    * update fp4_e2m1 mapping list

    * Update utility.py

    * [pre-commit.ci] auto fixes from pre-commit.com hooks

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

    ---------

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

commit 3fe2fd9
Author: xinhe <xin3.he@intel.com>
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 <xin3.he@intel.com>
    Co-authored-by: Sun, Xuehao <xuehao.sun@intel.com>

commit e080e06
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Tue Jul 9 11:04:30 2024 +0800

    remove neural insight CI (#1903)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

commit f28fcee
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Fri Jul 5 15:47:37 2024 +0800

    Remove 1x API (#1865)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>
    Co-authored-by: chen, suyue <suyue.chen@intel.com>

commit 1386ac5
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Thu Jul 4 12:18:03 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 856118e
Author: Wang, Chang <chang1.wang@intel.com>
Date:   Wed Jul 3 13:50:00 2024 +0800

    remove import pdb (#1897)

    Signed-off-by: changwangss <chang1.wang@intel.com>

commit f75ff40
Author: xinhe <xin3.he@intel.com>
Date:   Wed Jul 3 13:07:48 2024 +0800

    support auto_host2device on RTN and GPTQ(#1894)

    Signed-off-by: He, Xin3 <xin3.he@intel.com>

commit b9e73f5
Author: chen, suyue <suyue.chen@intel.com>
Date:   Wed Jul 3 11:10:45 2024 +0800

    tmp fix nas deps issue (#1896)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 63b2912
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Tue Jul 2 14:46:02 2024 +0800

    Refine HQQ UTs (#1888)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 5592acc
Author: zehao-intel <zehao.huang@intel.com>
Date:   Tue Jul 2 14:18:51 2024 +0800

    Remove Gelu Fusion for TF Newapi (#1886)

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit 4372a76
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Fri Jun 28 14:55:10 2024 +0800

    Fix sql injection for Neural Solution gRPC (#1879)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 4ae2e87
Author: xinhe <xin3.he@intel.com>
Date:   Thu Jun 27 09:56:52 2024 +0800

    support quant_lm_head arg in all WOQ configs (#1881)

    Signed-off-by: xin3he <xin3.he@intel.com>

commit cc763f5
Author: Dina Suehiro Jones <dina.s.jones@intel.com>
Date:   Wed Jun 26 18:29:06 2024 -0700

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

commit 1f58f02
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Thu Jun 20 22:03:45 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 0341295
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Wed Jun 19 09:40:11 2024 +0800

    rm cov (#1878)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 503d9ef
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jun 18 17:12:12 2024 +0800

    Add op statistics dump for woq (#1876)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 5a0374e
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Tue Jun 18 16:21:05 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 90fb431
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jun 18 16:06:04 2024 +0800

    fix layer match (#1873)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Co-authored-by: Sun, Xuehao <xuehao.sun@intel.com>

commit f4eb660
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Mon Jun 17 16:12:06 2024 +0800

    Limit numpy versions (#1874)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

commit 2928d85
Author: chen, suyue <suyue.chen@intel.com>
Date:   Fri Jun 14 21:51:13 2024 +0800

    update v2.6 release readme (#1871)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 48c5e3a
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Fri Jun 14 21:10:14 2024 +0800

    Modify WOQ examples structure (#1866)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 498af74
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Fri Jun 14 21:09:36 2024 +0800

    Update SQ/WOQ status (#1869)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>
    Co-authored-by: chen, suyue <suyue.chen@intel.com>

commit b401b02
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Fri Jun 14 17:48:03 2024 +0800

    Add PT2E cv&llm example (#1853)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit e470f6c
Author: xinhe <xin3.he@intel.com>
Date:   Fri Jun 14 17:34:26 2024 +0800

    [3x] add recommendation examples (#1844)

    Signed-off-by: xin3he <xin3.he@intel.com>

commit a141512
Author: zehao-intel <zehao.huang@intel.com>
Date:   Fri Jun 14 14:56:30 2024 +0800

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

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit b99a79d
Author: Zixuan Cheng <110808245+violetch24@users.noreply.github.com>
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 <zixuan.cheng@intel.com>

    * add json path

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>

    * fix for sq

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>

    * minor fix

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>

    * 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 <zixuan.cheng@intel.com>

    * remove old files

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>

    * fix act_algo

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>

    ---------

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>
    Co-authored-by: xinhe <xin3.he@intel.com>

commit 922b247
Author: zehao-intel <zehao.huang@intel.com>
Date:   Fri Jun 14 12:33:39 2024 +0800

    Add TF 3x Examples (#1839)

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit 70a1d50
Author: Zixuan Cheng <110808245+violetch24@users.noreply.github.com>
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 <zixuan.cheng@intel.com>

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Date:   Fri Jun 14 10:04:11 2024 +0800

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Date:   Tue Jun 11 17:54:31 2024 +0800

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Date:   Tue Jun 11 15:28:40 2024 +0800

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changwangss pushed a commit that referenced this pull request Nov 14, 2024
Merged from INC public master branch

Squashed commit of the following:
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Date:   Tue Aug 6 16:02:03 2024 +0800

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Date:   Fri Aug 2 09:06:35 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 5767aed4dbc9a400f65f74bdc9c09209f0a4c145
Author: xinhe <xin3.he@intel.com>
Date:   Wed Jul 17 09:16:37 2024 +0800

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

    Signed-off-by: xin3he <xin3.he@intel.com>

commit f909bca86cfe7881119b62c4e75ca1f330718764
Author: chen, suyue <suyue.chen@intel.com>
Date:   Tue Jul 16 21:12:54 2024 +0800

    update itrex ut test (#1929)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 649e6b148755bda737009bc323b735b92231c579
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jul 16 21:05:55 2024 +0800

    Support LayerWise for RTN/GPTQ (#1883)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Co-authored-by: chensuyue <suyue.chen@intel.com>

commit de43d851a24a5f4290fe148f7d3607cad6d8433f
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jul 16 17:18:12 2024 +0800

    Support absorb dict for awq (#1920)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit e9765955f991e1270e3b65635285f6b6cb8fc38c
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jul 16 17:17:56 2024 +0800

    Support woq Autotune (#1921)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit d56075c7e9f6e3e85385abbff9f1b0d07d157a04
Author: Huang, Tai <tai.huang@intel.com>
Date:   Tue Jul 16 15:21:06 2024 +0800

    fix typo in architecture diagram (#1924)

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

commit 0a542397ac1ea8d6fe2edf04565d3cb673001b2c
Author: chen, suyue <suyue.chen@intel.com>
Date:   Tue Jul 16 15:12:43 2024 +0800

    update documentation for 3x API (#1923)

    Signed-off-by: chensuyue <suyue.chen@intel.com>
    Signed-off-by: xin3he <xin3.he@intel.com>
    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit be42d033b25c6dd3bcac0ead964699f25f939014
Author: xinhe <xin3.he@intel.com>
Date:   Tue Jul 16 09:48:48 2024 +0800

    implement TorchBaseConfig (#1911)

    Signed-off-by: xin3he <xin3.he@intel.com>

commit 7a4715c1d488441e383b7c999fd1b574a3f6ceda
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Mon Jul 15 14:59:03 2024 +0800

    Support PT2E save and load (#1918)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 34f0a9f450b385aa3227f7f34e8d0f16460080a9
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Mon Jul 15 09:10:14 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>
    Co-authored-by: chen, suyue <suyue.chen@intel.com>

commit d3204604aad007f3db67c46dcb0575aa8f5cd584
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Fri Jul 12 14:48:12 2024 +0800

    remove 1x docs (#1900)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 6c547f7c4cd71342e28a1b23f827a6aa7aa91bb8
Author: chen, suyue <suyue.chen@intel.com>
Date:   Fri Jul 12 14:42:04 2024 +0800

    fix CI docker container clean up issue (#1917)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 17036587d84d2b42e0e9eb501d175e78d552c063
Author: chen, suyue <suyue.chen@intel.com>
Date:   Fri Jul 12 11:14:48 2024 +0800

    Remove deprecated modules (#1872)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit f698c96c817c56292a66aee07b3e1396e074b966
Author: chen, suyue <suyue.chen@intel.com>
Date:   Thu Jul 11 18:00:28 2024 +0800

    update Gaudi CI baseline artifacts name (#1912)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 4a45093c1418f34da2660a54052a2ff5c2b4edff
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Thu Jul 11 17:47:47 2024 +0800

    Add export support for TEQ (#1910)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 16a7b11508c008d4d4180a0fe0e31c75b8e5d662
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Thu Jul 11 17:13:24 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 2fc72555c987dc7bce8476b389720e1a29159a43
Author: xinhe <xin3.he@intel.com>
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 <xin3.he@intel.com>
    Co-authored-by: chen, suyue <suyue.chen@intel.com>

commit de8577ef5874f85d39c3b08f63c98f22c3ce25c6
Author: chen, suyue <suyue.chen@intel.com>
Date:   Wed Jul 10 17:21:45 2024 +0800

    bump version into 3.0 (#1908)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 01f16c4e816fec9d05d34f9d2bd7e425a59b803c
Author: chen, suyue <suyue.chen@intel.com>
Date:   Wed Jul 10 17:19:57 2024 +0800

    support habana fp8 UT test in CI (#1909)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 28578b96bf6217fa2b79699838e5a4af30843de4
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Wed Jul 10 13:19:27 2024 +0800

    Add docstring for `common` module (#1905)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 5fde50f2c0476dbc08d59481b742515f5a210de1
Author: Wang, Chang <chang1.wang@intel.com>
Date:   Wed Jul 10 10:34:46 2024 +0800

    update fp4_e2m1 mapping list (#1906)

    * update fp4_e2m1 mapping list

    * Update utility.py

    * [pre-commit.ci] auto fixes from pre-commit.com hooks

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

    ---------

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

commit 3fe2fd9aadda4991552d65fef09a75ba5127b5db
Author: xinhe <xin3.he@intel.com>
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 <xin3.he@intel.com>
    Co-authored-by: Sun, Xuehao <xuehao.sun@intel.com>

commit e080e06d38447d2ab869fe8265a04e464a732057
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Tue Jul 9 11:04:30 2024 +0800

    remove neural insight CI (#1903)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

commit f28fcee6cc7bd6b3e1642157744f38686b1b9a91
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Fri Jul 5 15:47:37 2024 +0800

    Remove 1x API (#1865)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>
    Co-authored-by: chen, suyue <suyue.chen@intel.com>

commit 1386ac5ec7be40608dfac082d2275307b8e4d14e
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Thu Jul 4 12:18:03 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 856118e36f7670136c8d83dfbc232010d13d72a6
Author: Wang, Chang <chang1.wang@intel.com>
Date:   Wed Jul 3 13:50:00 2024 +0800

    remove import pdb (#1897)

    Signed-off-by: changwangss <chang1.wang@intel.com>

commit f75ff4082bc7a22d9367d3e91a3ea2c7aaec2bd2
Author: xinhe <xin3.he@intel.com>
Date:   Wed Jul 3 13:07:48 2024 +0800

    support auto_host2device on RTN and GPTQ(#1894)

    Signed-off-by: He, Xin3 <xin3.he@intel.com>

commit b9e73f5cf34f824a9b84d74f725c6157dc6430a2
Author: chen, suyue <suyue.chen@intel.com>
Date:   Wed Jul 3 11:10:45 2024 +0800

    tmp fix nas deps issue (#1896)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 63b29126b7c1958939af388d48e56fcceb85db6f
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Tue Jul 2 14:46:02 2024 +0800

    Refine HQQ UTs (#1888)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 5592acc60562b7fccb308af0eaaba9cad53004a5
Author: zehao-intel <zehao.huang@intel.com>
Date:   Tue Jul 2 14:18:51 2024 +0800

    Remove Gelu Fusion for TF Newapi (#1886)

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit 4372a762585189accc65196e081a0a7a85f5af9e
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Fri Jun 28 14:55:10 2024 +0800

    Fix sql injection for Neural Solution gRPC (#1879)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 4ae2e87d2f98eb34c2e523a76ffa6ff77bf767e1
Author: xinhe <xin3.he@intel.com>
Date:   Thu Jun 27 09:56:52 2024 +0800

    support quant_lm_head arg in all WOQ configs (#1881)

    Signed-off-by: xin3he <xin3.he@intel.com>

commit cc763f5134f5f84b3020a8ea1bee409a60d15218
Author: Dina Suehiro Jones <dina.s.jones@intel.com>
Date:   Wed Jun 26 18:29:06 2024 -0700

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

commit 1f58f024d812b6c1f7f3430b62e61051599cd1b2
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Thu Jun 20 22:03:45 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 0341295de95dce5d5c775fdba78de85e3d3a041d
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Wed Jun 19 09:40:11 2024 +0800

    rm cov (#1878)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 503d9ef4136023f1952e397a2ab0f7f476040901
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jun 18 17:12:12 2024 +0800

    Add op statistics dump for woq (#1876)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit 5a0374e7db23cac209af78f1ace9b38d23bebbb0
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Tue Jun 18 16:21:05 2024 +0800

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

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 90fb43135397a035968b5334eba21931c18a83c0
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Tue Jun 18 16:06:04 2024 +0800

    fix layer match (#1873)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Co-authored-by: Sun, Xuehao <xuehao.sun@intel.com>

commit f4eb66073fc2c3f13d624c31056d94f2b6735076
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Mon Jun 17 16:12:06 2024 +0800

    Limit numpy versions (#1874)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>

commit 2928d856336d3cd2db9068950e054ce4f7c7bbe0
Author: chen, suyue <suyue.chen@intel.com>
Date:   Fri Jun 14 21:51:13 2024 +0800

    update v2.6 release readme (#1871)

    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 48c5e3a9c22b8f16446a6849d63fed0cdf4a0a7a
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Fri Jun 14 21:10:14 2024 +0800

    Modify WOQ examples structure (#1866)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 498af747839af0f54e8b1e946ac20fb52b0fbb89
Author: Sun, Xuehao <xuehao.sun@intel.com>
Date:   Fri Jun 14 21:09:36 2024 +0800

    Update SQ/WOQ status (#1869)

    Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>
    Co-authored-by: chen, suyue <suyue.chen@intel.com>

commit b401b02db2cc7d7f4f8412a815fa435e66e330a0
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Fri Jun 14 17:48:03 2024 +0800

    Add PT2E cv&llm example (#1853)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit e470f6cdfbbad32fcf17be56903e649a05059780
Author: xinhe <xin3.he@intel.com>
Date:   Fri Jun 14 17:34:26 2024 +0800

    [3x] add recommendation examples (#1844)

    Signed-off-by: xin3he <xin3.he@intel.com>

commit a1415128a8d63af7e1d2798521f11b137eccec81
Author: zehao-intel <zehao.huang@intel.com>
Date:   Fri Jun 14 14:56:30 2024 +0800

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

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit b99a79d029e8010d234d3b4259994e598bec1a06
Author: Zixuan Cheng <110808245+violetch24@users.noreply.github.com>
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 <zixuan.cheng@intel.com>

    * add json path

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>

    * fix for sq

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>

    * minor fix

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>

    * 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 <zixuan.cheng@intel.com>

    * remove old files

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>

    * fix act_algo

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>

    ---------

    Signed-off-by: Cheng, Zixuan <zixuan.cheng@intel.com>
    Co-authored-by: xinhe <xin3.he@intel.com>

commit 922b2471e617cc4c56376866e991302d0beb0640
Author: zehao-intel <zehao.huang@intel.com>
Date:   Fri Jun 14 12:33:39 2024 +0800

    Add TF 3x Examples (#1839)

    Signed-off-by: zehao-intel <zehao.huang@intel.com>

commit 70a1d501fdfee16a10e34385bca9f15eba4366b4
Author: Zixuan Cheng <110808245+violetch24@users.noreply.github.com>
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 <zixuan.cheng@intel.com>

commit 4e45f8f68bf126ca0c9dd655fce03b21a93ec151
Author: zehao-intel <zehao.huang@intel.com>
Date:   Fri Jun 14 10:04:11 2024 +0800

    Improve UT Coverage for TF 3x  (#1852)

    Signed-off-by: zehao-intel <zehao.huang@intel.com>
    Signed-off-by: chensuyue <suyue.chen@intel.com>

commit 794b2762c0bb2f076973e1fca5fdecd23efec774
Author: xinhe <xin3.he@intel.com>
Date:   Thu Jun 13 18:02:04 2024 +0800

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

    Signed-off-by: xin3he <xin3.he@intel.com>

commit 0eced1478c6796a5e2dcb254a65bbc96af4d1b8b
Author: yuwenzho <yuwen.zhou@intel.com>
Date:   Wed Jun 12 18:49:17 2024 -0700

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

    Signed-off-by: yuwenzho <yuwen.zhou@intel.com>

commit 6733dabc4d48a6625e184e4a29a754949f415097
Author: Wang, Mengni <mengni.wang@intel.com>
Date:   Wed Jun 12 17:08:31 2024 +0800

    update mx script (#1838)

    Signed-off-by: Mengni Wang <mengni.wang@intel.com>

commit a0dee94dab0920ba30de049e871b19a72ddb8996
Author: Wang, Chang <chang1.wang@intel.com>
Date:   Wed Jun 12 15:01:25 2024 +0800

    Remove export_compressed_model in AWQConfig (#1831)

commit 2c3556d441de2f0963167db71ecdee7353bd76bb
Author: Huang, Tai <tai.huang@intel.com>
Date:   Wed Jun 12 14:46:14 2024 +0800

    Add 3x architecture diagram (#1849)

    Signed-off-by: Huang, Tai <tai.huang@intel.com>

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] <support@github.com>

commit 5b5579bf953cb24607dc18b3a01ffe1071c3b604
Author: Kaihui-intel <kaihui.tang@intel.com>
Date:   Wed Jun 12 14:12:00 2024 +0800

    Fix Neural Solution security issue (#1856)

    Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>

commit e9cb48c9462fdc671c523f93611b30b41b6cff98
Author: xinhe <xin3.he@intel.com>
Date:   Wed Jun 12 11:19:47 2024 +0800

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

    * update UTs

    ---------

    Signed-off-by: xin3he <xin3.he@intel.com>
    Signed-off-by: xinhe3 <xinhe3@habana.ai>

commit 6b2738390dfdab543de1ccd9242fe541c78b6a2e
Author: Yi Liu <106061964+yiliu30@users.noreply.github.com>
Date:   Wed Jun 12 11:11:50 2024 +0800

    Fix config expansion with empty options (#1861)

    Signed-off-by: yiliu30 <yi4.liu@intel.com>

commit 25c71aad5a55210d87d371257344f21762e3bb0e
Author: WenjiaoYue <wenjiao.yue@intel.com>
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 <wenjiao.yue@intel.com>

commit 455f1e1f0f0284e87b46d257b6d126ca76fe1748
Author: Wang, Mengni <mengni.wang@intel.com>
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 <mengni.wang@intel.com>

Change-Id: I543550ffcc16143d3e612fac2f9ea3a31a1143e1
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