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Adapt autoround format #2038
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Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
WeiweiZhang1
approved these changes
Oct 22, 2024
thuang6
approved these changes
Oct 22, 2024
changwangss
pushed a commit
that referenced
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Nov 14, 2024
Merged from INC public master branch
Squashed commit of the following:
commit 27f3e2657b2667e8bca8fb9c02a50d55f404a7e6
Author: Kaihui-intel <kaihui.tang@intel.com>
Date: Tue Oct 22 11:51:37 2024 +0800
Adapt autoround format (#2038)
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commit 7775768245ec8beea3210910b166e95e2e730586
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Date: Sun Oct 20 19:41:36 2024 +0800
remove autoround limit (#2036)
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Date: Sun Aug 11 20:58:34 2024 +0800
update main page (#1973)
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Date: Sat Aug 10 23:28:43 2024 +0800
Cherry pick v1.17.0 (#1964)
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- Save hpu format tensor to reuse it once load it again
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Support woq Autotune (#1921)
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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)
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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
yiliu30
added a commit
that referenced
this pull request
Feb 14, 2025
* 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>
* Improve UT Branch Coverage for TF 3x (#1867)
Signed-off-by: zehao-intel <zehao.huang@intel.com>
* [3x] add recommendation examples (#1844)
Signed-off-by: xin3he <xin3.he@intel.com>
* Add PT2E cv&llm example (#1853)
Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
* Update SQ/WOQ status (#1869)
Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>
Co-authored-by: chen, suyue <suyue.chen@intel.com>
* Modify WOQ examples structure (#1866)
Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
Signed-off-by: chensuyue <suyue.chen@intel.com>
* update v2.6 release readme (#1871)
Signed-off-by: chensuyue <suyue.chen@intel.com>
* Limit numpy versions (#1874)
Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>
* fix layer match (#1873)
Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
Co-authored-by: Sun, Xuehao <xuehao.sun@intel.com>
* Enhance autotune to return the best `q_model` directly (#1875)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
* Add op statistics dump for woq (#1876)
Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
* rm cov (#1878)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
* Add `set_local` support for static quant with pt2e (#1870)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
* Update the Gaudi container example in the README (#1885)
* support quant_lm_head arg in all WOQ configs (#1881)
Signed-off-by: xin3he <xin3.he@intel.com>
* Fix sql injection for Neural Solution gRPC (#1879)
Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
* Remove Gelu Fusion for TF Newapi (#1886)
Signed-off-by: zehao-intel <zehao.huang@intel.com>
* Refine HQQ UTs (#1888)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
* tmp fix nas deps issue (#1896)
Signed-off-by: chensuyue <suyue.chen@intel.com>
* support auto_host2device on RTN and GPTQ(#1894)
Signed-off-by: He, Xin3 <xin3.he@intel.com>
* remove import pdb (#1897)
Signed-off-by: changwangss <chang1.wang@intel.com>
* Port auto-detect absorb layers for TEQ (#1895)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
* Remove 1x API (#1865)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Co-authored-by: chen, suyue <suyue.chen@intel.com>
* remove neural insight CI (#1903)
Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>
* 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>
* 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>
* Add docstring for `common` module (#1905)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
* support habana fp8 UT test in CI (#1909)
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* bump version into 3.0 (#1908)
Signed-off-by: chensuyue <suyue.chen@intel.com>
* implement `incbench` command for ease-of-use benchmark (#1884)
# Description
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
# General Use Cases
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>
* Get default config based on the auto-detect CPU type (#1904)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
* Add export support for TEQ (#1910)
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* update Gaudi CI baseline artifacts name (#1912)
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* Remove deprecated modules (#1872)
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* fix CI docker container clean up issue (#1917)
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* remove 1x docs (#1900)
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* Add `save`/`load` support for HQQ (#1913)
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Co-authored-by: chen, suyue <suyue.chen@intel.com>
* Support PT2E save and load (#1918)
Signed-off-by: Kaihui-intel <kaihui.tang@intel.com>
* implement TorchBaseConfig (#1911)
Signed-off-by: xin3he <xin3.he@intel.com>
* update documentation for 3x API (#1923)
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Type of Change
feature
Description
detail description
Expected Behavior & Potential Risk
the expected behavior that triggered by this PR
How has this PR been tested?
how to reproduce the test (including hardware information)
Dependency Change?
any library dependency introduced or removed