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Multi-dimensional pruning #23

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@jpablomch jpablomch commented Dec 12, 2024 •
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This PR releases the code for MultiPruner. We include configuration files to reproduce the results in the paper.

@jpablomch jpablomch marked this pull request as ready for review December 12, 2024 21:21
@jpablomch jpablomch force-pushed the multipruner_dec24 branch 3 times, most recently from 16eaf78 to 4c942ac Compare December 14, 2024 01:04
jpablomch and others added 2 commits December 13, 2024 17:07
@jpablomch @Yuan0320
Squashed commit of MultiPruner
2825dad 
Co-authored-by: Yuan0320 <[email protected]>

commit 46c3a9dc1c2e39f88f99b75e529738e9172e83b5
Author: Yuan0320 <[email protected]>
Date:   Sat Dec 14 00:26:30 2024 +0800

    Improve the first README

    Signed-off-by: Yuan0320 <[email protected]>

commit a5e6d5fb4d13a9469cf3636df5739c2e8633d789
Author: Yuan0320 <[email protected]>
Date:   Fri Dec 13 22:49:41 2024 +0800

    Minor edit

    Signed-off-by: Yuan0320 <[email protected]>

commit 16cdbbb6d1128064ed7c5460dd942ca769d1c05c
Author: Yuan0320 <[email protected]>
Date:   Fri Dec 13 22:41:16 2024 +0800

    Remove invalid model links

    Signed-off-by: Yuan0320 <[email protected]>

commit 2271276d9d7bd937d39592807dad9c18cb1d2978
Author: Yuan0320 <[email protected]>
Date:   Fri Dec 13 22:36:06 2024 +0800

    Support more models

    Signed-off-by: Yuan0320 <[email protected]>

commit 8588651c74f7e33d0ecb4f4ba07517d572dfd8f4
Author: Yuan0320 <[email protected]>
Date:   Fri Dec 13 11:41:57 2024 +0800

    Upgrade transformers for llama>3.1

    Signed-off-by: Yuan0320 <[email protected]>

commit 68b3919fa63a2ccdd86a757066071154d91cbdac
Author: Yuan0320 <[email protected]>
Date:   Fri Dec 13 10:25:59 2024 +0800

    Fix model names in Table

    Signed-off-by: Yuan0320 <[email protected]>

commit f408188e2dade49bac1e3d0e95f7d5d21b56d4bc
Author: Yuan Jinjie <[email protected]>
Date:   Fri Dec 13 08:58:02 2024 +0800

    Remove supported models and improve table column width handling

commit 5c52e7a386c0a3dd4a19fece0ad962756628f9c0
Author: J. Pablo Muñoz <[email protected]>
Date:   Thu Dec 12 13:11:34 2024 -0800

    Improve install and readme

commit c7f3c0a11d48580e02ffdc132a0fc433fa1fa405
Merge: 7d702947 88f3e966
Author: Yuan0320 <[email protected]>
Date:   Thu Dec 12 22:39:36 2024 +0800

    Merge branch 'multi_pruner' of https://github.com/jpablomch/Hardware-Aware-Automated-Machine-Learning-DEV into multi_pruner

commit 7d702947c051b283fa47885e55de2cb6139643fa
Author: Yuan0320 <[email protected]>
Date:   Thu Dec 12 22:34:12 2024 +0800

    Add Acknowledgement and fix install.sh

    Signed-off-by: Yuan0320 <[email protected]>

commit 88f3e9660a64d980bbfa69d8aa66b00dc08be5b0
Author: Yuan0320 <[email protected]>
Date:   Wed Dec 11 20:52:35 2024 +0800

    Support GQA

    Signed-off-by: Yuan0320 <[email protected]>

commit 8ed7abe7a2919556f2d5c05998d8b0122bae90d8
Author: Yuan0320 <[email protected]>
Date:   Thu Dec 5 09:58:38 2024 +0800

    Refactor model type check to simplify

    Signed-off-by: Yuan0320 <[email protected]>

commit e54437935dffe88c110d5c8bb9be4206d039138c
Author: Yuan0320 <[email protected]>
Date:   Thu Dec 5 01:14:33 2024 +0800

    Update HF model links

    Signed-off-by: Yuan0320 <[email protected]>

commit 85aeaf6d0fc2ff7d6db9b44327da359ec9022f61
Author: Yuan0320 <[email protected]>
Date:   Wed Dec 4 23:51:16 2024 +0800

    Implement MultiPruner without NNCF

    Signed-off-by: Yuan0320 <[email protected]>

commit 04f136141f8060a2896c71734e0c451d6dda3750
Author: Yuan0320 <[email protected]>
Date:   Wed Dec 4 09:51:44 2024 +0800

    Rename MultiPruner to MultiPruner-NNCF

    Signed-off-by: Yuan0320 <[email protected]>

commit 54c27387c2817d2afe93eba6429e398e119df4db
Author: Yuan0320 <[email protected]>
Date:   Mon Oct 28 13:59:55 2024 +0800

    Improve README.md

    Signed-off-by: Yuan0320 <[email protected]>

commit d935f488505e54f3f7408fe85ada0e828fbe8997
Author: Yuan0320 <[email protected]>
Date:   Mon Oct 28 13:37:38 2024 +0800

    Add conditional import for NNCF library with warning message

    Signed-off-by: Yuan0320 <[email protected]>

commit cf98129d1dcfa485da051207c096d5332e5bc6d3
Author: Yuan0320 <[email protected]>
Date:   Mon Oct 28 13:05:07 2024 +0800

    Add device_map=auto

    Signed-off-by: Yuan0320 <[email protected]>

commit 2aabccea013c8ae3c681a66f00d72e37e862113e
Author: Yuan0320 <[email protected]>
Date:   Mon Oct 28 12:56:07 2024 +0800

    Ensure output_path directory exists before saving evaluation results

    Signed-off-by: Yuan0320 <[email protected]>

commit 1fe011ecdec403e5adc0120830cc487a31f5c960
Author: Yuan0320 <[email protected]>
Date:   Mon Oct 28 12:35:39 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit d75993e4db4b80f779ec820e7a1f5a5992ea0089
Author: Yuan Jinjie <[email protected]>
Date:   Mon Oct 28 12:29:33 2024 +0800

    Optimize import order and project root setup in finetune.py

commit f704a7e1e321740133bd826690fd512a86d71839
Author: Yuan0320 <[email protected]>
Date:   Sun Oct 27 20:48:02 2024 -0700

    Update type annotations for compatibility with Python < 3.10

    Signed-off-by: Yuan0320 <[email protected]>

commit 55548b38b289368019907be57450e588aab61e51
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 22:35:28 2024 +0800

    Minor edit

    Signed-off-by: Yuan0320 <[email protected]>

commit 87c0a05ce1c913fb0fb684ea542fcb2827e5c023
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 22:13:34 2024 +0800

    Change Per. to Relative Acc.

    Signed-off-by: Yuan0320 <[email protected]>

commit ab779032004c78cfe9c5290539c6989e37193007
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:56:58 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit f0221bbded7c2aa711124d6bede0f463e13a0c15
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:54:50 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit 8cac7d37d93c744b12c0dde79542e88bde579eab
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:43:48 2024 +0800

    Improve README.md

    Signed-off-by: Yuan0320 <[email protected]>

commit 9fb937181b94c017228f3be91abb98787fb577c0
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:24:13 2024 +0800

    Update README.md

    Signed-off-by: Yuan0320 <[email protected]>

commit 33cc29afc765ea4bb30b6a858e551608b3ea5898
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:15:56 2024 +0800

    Rename the patch for the version

    Signed-off-by: Yuan0320 <[email protected]>

commit c3e43c6622ec2ab504601eb09bf37e1c21bcf6d7
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:12:24 2024 +0800

    Move benchmark to internal folder

    Signed-off-by: Yuan0320 <[email protected]>

commit 911eb9fbda1b5a2a7275e4c01845cb4e57c71ece
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:11:06 2024 +0800

    Create install.sh, install_inference.sh and add patch for inference

    Signed-off-by: Yuan0320 <[email protected]>

commit 9be25f36152464e02919227ea656e25727f6b921
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:10:05 2024 +0800

    Update README.md and reorg finetuning script

    Signed-off-by: Yuan0320 <[email protected]>

commit aacdba7267e872995b9c912583578ef1920efcb2
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:08:24 2024 +0800

    Add patches for inference and delete blockpruning + ES

    Signed-off-by: Yuan0320 <[email protected]>

commit e9458c09d7d383f882348fe764c664d2587b7a9d
Author: Yuan0320 <[email protected]>
Date:   Wed Oct 16 23:00:59 2024 +0800

    Minor update

    Signed-off-by: Yuan0320 <[email protected]>

commit 5b32395cbdd6fdcc1ea36a439be169e3f044b499
Author: Yuan0320 <[email protected]>
Date:   Wed Oct 16 21:58:49 2024 +0800

    Remove useless code

    Signed-off-by: Yuan0320 <[email protected]>

commit 8e5c5893416b028c5d5b6ddc734591810a4ce788
Author: Yuan0320 <[email protected]>
Date:   Wed Oct 16 21:50:56 2024 +0800

    Add running commands and 13B/14B model results

    Signed-off-by: Yuan0320 <[email protected]>

commit 51376b09dc149667692ca6d7d350d4af0c5ce753
Author: Yuan0320 <[email protected]>
Date:   Wed Oct 16 20:44:13 2024 +0800

    Update README.md

    Signed-off-by: Yuan0320 <[email protected]>

commit 9664911ca4ba14a2d60fa847cda0e60a12d1dfd2
Author: Yuan0320 <[email protected]>
Date:   Sat Oct 5 12:42:34 2024 +0800

    Add NNCF configs for 13/14b models

    Signed-off-by: Yuan0320 <[email protected]>

commit 65d6e8e5fcb4178c4f5d4eb6bdaab48aebbea367
Author: Yuan0320 <[email protected]>
Date:   Mon Sep 30 13:44:08 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit bba8e8170655dcbbfd3333a164f018d804a7500c
Author: Yuan0320 <[email protected]>
Date:   Mon Sep 30 00:49:26 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit f19a89a3d4cc488f6deb26e49526c13e684a01d5
Author: Yuan0320 <[email protected]>
Date:   Mon Sep 30 00:47:01 2024 +0800

    Minor edit

    Signed-off-by: Yuan0320 <[email protected]>

commit 9ba32643ba5f4b4dd269b18f8704092eb8593377
Author: Yuan0320 <[email protected]>
Date:   Mon Sep 30 00:35:27 2024 +0800

    Add finetuned models release

    Signed-off-by: Yuan0320 <[email protected]>

commit fdff4d997e60e46d448e07904ab454cc10f3a232
Author: Yuan0320 <[email protected]>
Date:   Sun Sep 29 21:14:40 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit aa83f0e42286355fe6501dcd9e29e8a49e6029bc
Author: Yuan0320 <[email protected]>
Date:   Sun Sep 29 21:12:49 2024 +0800

    Add recovery results

    Signed-off-by: Yuan0320 <[email protected]>

commit da21536644203834d793233a793770ad255dd6f4
Author: Yuan0320 <[email protected]>
Date:   Sun Sep 29 19:49:44 2024 +0800

    Add pruning results

    Signed-off-by: Yuan0320 <[email protected]>

commit e80c2f0a684d8797e6615492c9df51a64ce47db9
Author: Yuan0320 <[email protected]>
Date:   Thu Sep 19 23:31:15 2024 +0800

    Support recovery finetuning

    Signed-off-by: Yuan0320 <[email protected]>

commit c98c78fb3fc81ae88393d3940a63538fa83e1a96
Author: Yuan0320 <[email protected]>
Date:   Thu Sep 19 21:19:33 2024 +0800

    Fix typos

    Signed-off-by: Yuan0320 <[email protected]>

commit 6554bfdef917a35091feb674512193b0ab68d1b2
Author: Yuan0320 <[email protected]>
Date:   Wed Sep 18 20:34:41 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit 4956108ae5efc9d856de2fe57bee5004b9af9104
Author: Yuan0320 <[email protected]>
Date:   Wed Sep 18 16:40:52 2024 +0800

    Fix links

    Signed-off-by: Yuan0320 <[email protected]>

commit 78d035ac0c685c4d6dc1c573c8a4edd19873a902
Author: Yuan0320 <[email protected]>
Date:   Wed Sep 18 16:38:06 2024 +0800

    Add released models

    Signed-off-by: Yuan0320 <[email protected]>

commit 55ad54e1c840dea7b6c43a4416e01e738b21032c
Author: Yuan0320 <[email protected]>
Date:   Wed Sep 18 16:28:05 2024 +0800

    Minfor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit acfd58820abce4b4b2290656736fe5600236fdfc
Author: Yuan0320 <[email protected]>
Date:   Wed Sep 18 16:20:31 2024 +0800

    Add prune results

    Signed-off-by: Yuan0320 <[email protected]>

commit da477f8c9057c9882f349272af5890addea3f63b
Author: Yuan0320 <[email protected]>
Date:   Wed Sep 18 16:09:18 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit 5ec3e482861be42529f07a9dbe46aae99d2754a7
Author: Yuan0320 <[email protected]>
Date:   Wed Sep 18 16:04:48 2024 +0800

    Add inference benchmark

    Signed-off-by: Yuan0320 <[email protected]>

commit 13195748e256dcc9b0aa2b7903d6de6a9747609f
Author: Yuan0320 <[email protected]>
Date:   Wed Sep 18 15:09:17 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit 3f4dede082f56ee9330eccc0d5d87f30f5ce5db7
Author: Yuan0320 <[email protected]>
Date:   Wed Sep 18 14:57:18 2024 +0800

    Support pruned block loading

    Signed-off-by: Yuan0320 <[email protected]>

commit e64f797127bccbbfb17bcf950aded0762bb9981e
Author: Yuan0320 <[email protected]>
Date:   Wed Sep 18 13:32:45 2024 +0800

    Code simplification

    Signed-off-by: Yuan0320 <[email protected]>

commit 44d75b501a84edf110b7a27517ef968a1ea2aff0
Author: Yuan Jinjie <[email protected]>
Date:   Thu Sep 12 09:45:33 2024 +0800

    Update extract_model.py

commit a542f46c7a0c02bd462b76327a9830c03e151056
Author: Yuan0320 <[email protected]>
Date:   Wed Aug 21 17:37:03 2024 +0800

    Add bitsandbytes install

    Signed-off-by: Yuan0320 <[email protected]>

commit 473e5576e074c7ca497bf2a47fb51afd06229411
Author: Yuan0320 <[email protected]>
Date:   Tue Aug 20 18:09:32 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit e2d237e5e8f9f3e1c2119dec01cb533b771bdd26
Author: Yuan0320 <[email protected]>
Date:   Tue Aug 20 18:02:26 2024 +0800

    Script rename

    Signed-off-by: Yuan0320 <[email protected]>

commit a7d4c5429f723c37fc2fb38f98445641504002ec
Author: Yuan0320 <[email protected]>
Date:   Tue Aug 20 17:44:26 2024 +0800

    Update Multipruner

    Signed-off-by: Yuan0320 <[email protected]>

commit 70523419c3ae2749f4370fc9892c3bb3f73beaaf
Author: Yuan0320 <[email protected]>
Date:   Tue Aug 20 15:14:21 2024 +0800

    Update script for multipruner

    Signed-off-by: Yuan0320 <[email protected]>

commit 21daf5caf6f8caae1069330de4d6c24bf32ecc76
Author: Yuan0320 <[email protected]>
Date:   Fri Aug 9 11:33:59 2024 +0800

    Update transformers patch

    Signed-off-by: Yuan0320 <[email protected]>

commit f70ed9b175649e7f832b9816c4f75fbcdadf5c52
Author: Yuan0320 <[email protected]>
Date:   Thu Aug 8 16:39:44 2024 +0800

    Add a simple script to extract a pruned model based on the depth and width configuration

    Signed-off-by: Yuan0320 <[email protected]>

commit a1f345c6f915ad295c0f3faeb4b4e71a405113ad
Author: Yuan0320 <[email protected]>
Date:   Wed Aug 7 21:49:58 2024 +0800

    Support sequential greedy pruning

    Signed-off-by: Yuan0320 <[email protected]>

commit d6180af1dea9db3fb505f143c42541185ae5db62
Author: J. Pablo Muñoz <[email protected]>
Date:   Mon Aug 5 13:36:10 2024 -0700

    Organize MultiPruner

commit 9d9d2422b093b9da761c0e64a642a9c968fde666
Author: Yuan0320 <[email protected]>
Date:   Mon Aug 5 16:29:35 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit 0e034e80b58aa489e385be34dece72eca9a7dac6
Author: Yuan0320 <[email protected]>
Date:   Mon Aug 5 15:59:17 2024 +0800

    Save the start pruning ratio into log

    Signed-off-by: Yuan0320 <[email protected]>

commit 14d364de73a93dde358f4adf1309492d51b2e3bf
Author: Yuan0320 <[email protected]>
Date:   Mon Aug 5 15:39:26 2024 +0800

    Init commit for multi-pruner

    Signed-off-by: Yuan0320 <[email protected]>

commit b196e947178bc0be8bc603bfeabdd7f8e83280ca
Author: Yuan0320 <[email protected]>
Date:   Mon Aug 5 15:09:40 2024 +0800

    Initial commit on multi_pruner branch

commit 9eff710e474ecba0b8cc1a33830a50b2179f4a95
Author: Yuan0320 <[email protected]>
Date:   Thu Aug 1 23:41:08 2024 +0800

    Minor edit

    Signed-off-by: Yuan0320 <[email protected]>

commit bc669381d283b4637a76051fd3557184fa527efb
Author: Yuan0320 <[email protected]>
Date:   Thu Aug 1 23:33:39 2024 +0800

    Support Evolutionary Search

    Signed-off-by: Yuan0320 <[email protected]>

commit 16ed0a2a3bede3fa3a83099f9025bf5fd9c9a2d1
Author: J. Pablo Muñoz <[email protected]>
Date:   Tue Jul 30 14:24:09 2024 -0700

    Remove Rebuttal from repo

commit 4bc34562e327f7029183910e9e145570cc76c9f2
Author: Yuan Jinjie <[email protected]>
Date:   Mon Jul 29 23:16:39 2024 +0800

    Update rebuttal.md

commit 126945221df414e2056b0adc9dad849dc704ad54
Author: Yuan Jinjie <[email protected]>
Date:   Mon Jul 29 23:14:40 2024 +0800

    Update rebuttal.md

commit edfc125115078478a416a15c4307e3e6c78946ba
Author: Yuan0320 <[email protected]>
Date:   Mon Jul 29 23:12:20 2024 +0800

    Upload rebuttal

    Signed-off-by: Yuan0320 <[email protected]>

commit c68726d7ec3a038d6350b2d8ddde59d709b73ed5
Author: Yuan0320 <[email protected]>
Date:   Thu Jul 25 16:38:38 2024 +0800

    Minor update

    Signed-off-by: Yuan0320 <[email protected]>

commit c2f9b53c408ac0f2bc6c1acb2bdf35281da357a8
Author: Yuan0320 <[email protected]>
Date:   Wed Jul 24 18:40:28 2024 +0800

    Support MHA pruning in width pruning

    Signed-off-by: Yuan0320 <[email protected]>

commit 08eefeb7d279724a2cef768d87afb98590caa3c7
Author: Yuan0320 <[email protected]>
Date:   Tue Jul 23 16:42:47 2024 +0800

    Add baichuan2 patch

    Signed-off-by: Yuan0320 <[email protected]>

commit 8705db02623c4a4b224719a10e738a9e7d2c3b5b
Author: Yuan0320 <[email protected]>
Date:   Tue Jul 23 14:49:09 2024 +0800

    Update NNCF patch

    Signed-off-by: Yuan0320 <[email protected]>

commit fe295d771ebcf64c5d1a43eda45c39ce49cdc881
Author: Yuan0320 <[email protected]>
Date:   Tue Jul 23 14:43:57 2024 +0800

    Support Qwen1.5 and Baichuan2

    Signed-off-by: Yuan0320 <[email protected]>

commit 573f92887f1a1aa5197b8049441797be9125e59f
Author: Yuan0320 <[email protected]>
Date:   Tue Jul 23 10:53:05 2024 +0800

    Modify model precision

    Signed-off-by: Yuan0320 <[email protected]>

commit 36b66ac5c2c0a63a99885c7092f0169f07c0da96
Author: Yuan0320 <[email protected]>
Date:   Tue Jul 23 10:51:32 2024 +0800

    Update nncf config

    Signed-off-by: Yuan0320 <[email protected]>

commit 02a3f88b659bbb3c322e6f1cab7e2490bc6c750b
Author: Yuan0320 <[email protected]>
Date:   Mon Jul 22 21:41:32 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit 6db476b79ad8bba598812630bbb3a740101d1569
Author: Yuan0320 <[email protected]>
Date:   Mon Jul 22 21:37:02 2024 +0800

    Add weight importance file

    Signed-off-by: Yuan0320 <[email protected]>

commit c0035fe004eaee3119899e27e0c118bd4c2c513f
Author: Yuan0320 <[email protected]>
Date:   Mon Jul 22 20:18:07 2024 +0800

    Support weight reordering

    Signed-off-by: Yuan0320 <[email protected]>

commit 07f911271d95d4fe1c278159636e27853e9802cf
Author: Yuan Jinjie <[email protected]>
Date:   Fri Jul 19 21:19:45 2024 +0800

    Update README.md

commit 7e00f5ecf4c66b95364a11b764c75056cd52114b
Author: Yuan0320 <[email protected]>
Date:   Fri Jul 19 20:33:21 2024 +0800

    Support block-width pruning

    Signed-off-by: Yuan0320 <[email protected]>

commit 3e0f5b3f59b9365bd9ad630e1bb3133b8783452e
Author: Yuan0320 <[email protected]>
Date:   Thu Jul 18 20:14:08 2024 +0800

    Minor fix

    Signed-off-by: Yuan0320 <[email protected]>

commit c84fe71af183a87a452f3982464130427f383701
Author: Yuan0320 <[email protected]>
Date:   Thu Jul 18 19:28:46 2024 +0800

    Support width pruning

    Signed-off-by: Yuan0320 <[email protected]>

commit 5f1d3c97b3f7470ea8420611ecf951fad108c3ee
Author: Yuan0320 <[email protected]>
Date:   Thu Jul 18 14:38:05 2024 +0800

    Move nncf config file to a new folder

    Signed-off-by: Yuan0320 <[email protected]>

commit 15d753c07297f658d726fa87b07759157daa9f2d
Author: Yuan0320 <[email protected]>
Date:   Thu Jul 18 14:33:19 2024 +0800

    Update README.md

    Signed-off-by: Yuan0320 <[email protected]>

commit 93de4d66fe0662a0d0c570292dac1d69d90683d7
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Date:   Thu Jul 18 14:20:04 2024 +0800

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commit 7a943556a6f8ce76e6afa43e6edef09377af5266
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Date:   Thu Jul 18 11:03:09 2024 +0800

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commit c2629d1de73c7c6fce774fe88168191466012ac5
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Date:   Thu Jul 18 10:41:02 2024 +0800

    Update version

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commit 4d55aa0859f574595ca131095e6955bef5b634d6
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Date:   Thu Jul 18 10:27:21 2024 +0800

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commit 37216d2aa95a543966a0a6c3f5e7b366451b682e
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Date:   Thu Jul 18 08:37:10 2024 +0800

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commit 119095d115be01d42ed4cd7ecbe9f74d77aa16cf
Author: J. Pablo Muñoz <[email protected]>
Date:   Wed Jul 17 15:58:47 2024 -0700

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commit b0e2de044974be7ead819ae9d0759eb51d3bcf34
Author: Yuan0320 <[email protected]>
Date:   Wed Jul 17 22:22:49 2024 +0800

    Update README.md for block pruning

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commit 894933c15b789350afbf0416b6d63cbaa02ffb8b
Author: Yuan0320 <[email protected]>
Date:   Wed Jul 17 21:12:26 2024 +0800

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commit 0d2433d18f4734a9c572500c86e085aa8da763f6
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Date:   Tue Jul 16 21:32:15 2024 +0800

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commit ce995132087b4f1dcc235225dfa874c7e0c46fc7
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Date:   Fri Jul 12 19:30:18 2024 +0800

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commit 121bf2534c854a9566df7df222b004f0e0a6d1e8
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Date:   Sat Jul 6 11:07:08 2024 +0800

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commit ac3e53dac3c8d15b7320eb6a5e80e52a0efd4ba8
Author: Yuan0320 <[email protected]>
Date:   Fri Jul 5 20:57:59 2024 +0800

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commit 8fcc9e3ff5cb5510f896579c4920fbe1f0cc0b81
Author: Yuan0320 <[email protected]>
Date:   Thu Jul 4 23:17:36 2024 +0800

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commit 2caa68a0616706351c04b1b0852e3e5141a58213
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Date:   Thu Jul 4 17:28:23 2024 +0800

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commit 50021e02832f811180dff33e50691068abf8b433
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Date:   Thu Jul 4 17:26:22 2024 +0800

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commit 09e54fc365832ce0eec1d67b0c43e78ac07acca1
Author: Yuan0320 <[email protected]>
Date:   Thu Jul 4 13:33:14 2024 +0800

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commit 6f64f7fb21a1ba872a0d3ab94ccefec5bdfecd95
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Date:   Wed Jul 3 23:13:56 2024 +0800

    Minor fix

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commit f68879bebc13d553829b59bf803ec808f1d79ce6
Author: Yuan0320 <[email protected]>
Date:   Wed Jul 3 23:05:13 2024 +0800

    Add notebooks

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commit 95f57596472bb1ccd6c5700396286fe0b8efc268
Author: Yuan0320 <[email protected]>
Date:   Tue Jul 2 20:56:32 2024 +0800

    Minor fix

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commit 8202b762d4e4cf949231fafce755754a5d89450d
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Date:   Tue Jul 2 16:00:12 2024 +0800

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commit dceb11d3f867a35a217bc67d1442d82c9e8dc2c3
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Date:   Tue Jul 2 15:57:37 2024 +0800

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commit 50f9f71f3b8838c11cdd13ef86335966df22b0e7
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Date:   Mon Jul 1 23:28:45 2024 +0800

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commit 8bce85bb2df26cbc1e1e7d1376063b28bb4de64f
Author: Yuan0320 <[email protected]>
Date:   Mon Jul 1 22:56:26 2024 +0800

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commit ae1851962f88a13798f2ba30fb543348acbb6004
Author: Yuan0320 <[email protected]>
Date:   Mon Jul 1 21:06:16 2024 +0800

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commit 206a7f3a2f1983f2b9c563960a1a1f93dfb15c81
Author: Yuan0320 <[email protected]>
Date:   Mon Jul 1 18:18:55 2024 +0800

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commit 401be4b1cbfa44c11d9e11f8c7c5f834de3b2a3d
Author: Yuan0320 <[email protected]>
Date:   Thu Jun 27 23:03:09 2024 +0800

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commit 1171d1b9444c0d347795f87e65b058484cd21dee
Author: Yuan0320 <[email protected]>
Date:   Thu Jun 27 18:07:16 2024 +0800

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commit c3fa0bc6ead9122efd167b12b0b5d543127587a7
Author: J. Pablo Muñoz <[email protected]>
Date:   Wed Jun 26 15:58:53 2024 -0700

    Example to quantize for TLD

commit 1ec9cadcef8167192f1e81a989f53c828090607a
Author: Yuan <[email protected]>
Date:   Tue Jun 25 18:13:07 2024 +0800

    Add code for SQFT Experiments on Xeon

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commit d78ea6c844a44611c3b71d98b0a8f05a90e4d0ad
Author: Yuan <[email protected]>
Date:   Fri Jun 21 23:12:36 2024 +0800

    Minor fix

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commit b31878e6a523d587fcccf49566a94e3393a3b2d5
Author: Yuan <[email protected]>
Date:   Fri Jun 21 13:53:32 2024 +0800

    Minor fix

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commit 677eacc6872daabe3cdf44e84bbe0b3fcb6188e3
Author: Yuan <[email protected]>
Date:   Fri Jun 21 13:47:36 2024 +0800

    SQFT Init

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commit 336ae9f531f9f4b844fc3070a3456e9b22836fd8
Author: J. Pablo Muñoz <[email protected]>
Date:   Tue Jun 18 16:07:42 2024 -0700

    ShearsV2 -> SQFT

commit 40fb4e167e40d68d741f15aee2dc33beb1904302
Author: J. Pablo Muñoz <[email protected]>
Date:   Tue Jun 18 16:02:10 2024 -0700

    ShearsV2 -> SQFT

commit 2b072c0b225039ab8597174c7ab2881d77253d01
Author: Yuan <[email protected]>
Date:   Thu Jun 13 09:14:26 2024 +0800

    Minor fix

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commit 1d900362e43ec5bbbe52c2cd067517801d2613ef
Author: Yuan <[email protected]>
Date:   Wed Jun 5 21:44:13 2024 +0800

    Update search.py

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commit f61764d9a35ecf839454edeeb348191326b4bb3c
Author: Yuan <[email protected]>
Date:   Tue Jun 4 21:21:10 2024 +0800

    Update search.py

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commit 826f87fe8c6364375be77ece453844aee63e56d0
Author: Yuan <[email protected]>
Date:   Mon Jun 3 19:09:20 2024 +0800

    Add hill climbing search algo.

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commit 505ec6b58088e23dd4c02818caf96f5e0ba42f5e
Author: Yuan <[email protected]>
Date:   Wed May 29 18:28:25 2024 +0800

    Minor fix

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commit ff2eeb4bfa3ff042f3f9fb5d51339e4116d73173
Author: Yuan <[email protected]>
Date:   Wed May 29 14:37:14 2024 +0800

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commit 31a8b1273934dcbbeb09e7287d2fad3ef2dd2c27
Author: Yuan <[email protected]>
Date:   Fri May 24 16:14:26 2024 +0800

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commit 64cb60401bb73c62a2aea74954a1381fe381131f
Author: Yuan <[email protected]>
Date:   Fri May 24 12:44:49 2024 +0800

    Minor fix

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commit ccb82d39d1a0ac8d614501199d5a20aa6e339cd5
Author: Yuan <[email protected]>
Date:   Fri May 24 12:41:33 2024 +0800

    Update README.md

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commit 19afb48374249ce4c83894e941c466ce75f91c08
Author: Yuan <[email protected]>
Date:   Fri May 24 12:38:36 2024 +0800

    Update README.md

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commit 1d1f164dd655bb7b34629eadebc8cd64ae3b3428
Author: Yuan <[email protected]>
Date:   Fri May 24 12:36:45 2024 +0800

    Update README.md

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commit 8aa9b3bd19c054f903e62809685499b397889643
Author: Yuan Jinjie <[email protected]>
Date:   Fri May 24 11:33:29 2024 +0800

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commit a570ee27504b8f82e97aeb3d51c92177e740f7ca
Author: Yuan <[email protected]>
Date:   Fri May 24 12:00:59 2024 +0800

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commit 9949db3db0038d3f15e8df9cffda4a6f9d2ab93c
Author: Yuan <[email protected]>
Date:   Thu May 23 00:10:08 2024 +0800

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commit 9666b5795659514affbc3536b99c3a47d35bc480
Author: Yuan <[email protected]>
Date:   Wed May 22 23:54:35 2024 +0800

    Update README.md

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commit eca8dab858c93553facc69c411f091dac4649737
Author: Yuan <[email protected]>
Date:   Wed May 22 23:49:45 2024 +0800

    Add wanda src code

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commit ddff28015a15483c9884842e277a87717192cbf8
Author: Yuan <[email protected]>
Date:   Wed May 22 18:24:52 2024 +0800

    Update README.md

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commit 18572a65bfe0d7866f2798f293a6909e272d427a
Author: Yuan <[email protected]>
Date:   Wed May 22 18:22:24 2024 +0800

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commit 82e177465972a76783e35ca635d6d63ec0da98e5
Author: Yuan <[email protected]>
Date:   Tue May 21 21:18:06 2024 +0800

    Update README.md

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commit 5ef6749c27a0f8c2728cf86bccb77eeb40eac0bb
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Date:   Tue May 21 17:38:15 2024 +0800

    Update sparsity checking

commit ef85fc82009b3e5f1430a06a0d0f62b115bbe254
Author: Yuan <[email protected]>
Date:   Thu May 16 08:50:41 2024 +0800

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commit 0e4cc96f01207bfb302259e7423a4b5aebded959
Author: Yuan <[email protected]>
Date:   Wed May 15 22:16:16 2024 +0800

    Minor fix

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commit c9e2888cf03e624bc8c9eebdde4886912a0c72c0
Author: Yuan <[email protected]>
Date:   Wed May 15 17:30:13 2024 +0800

    Update Shears V2

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commit fade470e0868a482958f2e6649f571201e6847d8
Author: Yuan <[email protected]>
Date:   Tue May 7 12:26:41 2024 +0800

    Minor fix

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commit 44ab384946bd3db82959f152a6b0d0e00c1708d1
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Date:   Tue May 7 12:09:59 2024 +0800

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commit 9a1a42ca65f7e40d104227f985e44b9c21f9106a
Author: Yuan <[email protected]>
Date:   Mon Apr 29 15:46:12 2024 +0800

    Update README.md

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commit 702df2a8048f834902047bd7c6511b789c8c8fc0
Author: Yuan <[email protected]>
Date:   Mon Apr 29 15:40:40 2024 +0800

    Update README.md

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commit 4f86bcde622551413928a064d43fbf4448019a4d
Author: Yuan <[email protected]>
Date:   Mon Apr 29 15:32:11 2024 +0800

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commit 06fa6bfde5afa49ec9dd78141038f433c48cda94
Author: Yuan <[email protected]>
Date:   Sun Apr 28 17:58:13 2024 +0800

    Init shearsv2

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commit 8ba3901b2d0c2aaaa987840cef6fbc08dfcdc109
Author: Yuan <[email protected]>
Date:   Sun Apr 28 14:31:34 2024 +0800

    Rename quantized shears

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commit b1c3fee2ddf2e43605c53d7933d16c673dc4b3f0
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Date:   Thu Apr 18 21:11:38 2024 +0800

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commit e4a538152c45eb12faa4d03d9a92ef713f60c40a
Author: Yuan <[email protected]>
Date:   Wed Apr 17 15:37:47 2024 +0800

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commit 2f692909ba95a9af45fbd0431e5f1ceb44708b73
Author: Yuan <[email protected]>
Date:   Wed Apr 17 11:37:08 2024 +0800

    Simplify nncf config

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commit 9ec981ae70f0474a13f8a8714b2c3e86f58b0280
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Date:   Tue Apr 16 22:37:32 2024 +0800

    Minor fix

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commit 21576270d404289fb799d1aab4234249fe07eace
Author: Yuan <[email protected]>
Date:   Tue Apr 16 18:54:07 2024 +0800

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commit b0a5d3d9efa033ea542b46cf5734fea00254cdeb
Author: Yuan <[email protected]>
Date:   Tue Apr 16 18:08:11 2024 +0800

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commit 7fcf90a47f80affc14d9431ec6d0099daf8ebb5b
Author: Yuan <[email protected]>
Date:   Tue Apr 16 17:37:08 2024 +0800

    Simplify nncf config

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commit 0d4016934b30f82da5884bdb07681f554cdc0d26
Author: Yuan <[email protected]>
Date:   Tue Apr 16 14:53:40 2024 +0800

    Minor fix

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commit 7ba1d2c2a9453164fec1f5a5697e50738c3d81cf
Author: Yuan <[email protected]>
Date:   Tue Apr 16 14:47:16 2024 +0800

    Update README.md

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commit e5ad6c2073331a63d9e5dfc09264b7b931ec68d0
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Date:   Tue Apr 16 14:02:45 2024 +0800

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commit b08708d184df01a44521826575f7daabf42ca7c2
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Date:   Mon Apr 15 16:12:14 2024 +0800

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commit 129b7dc3effcdca4522a0c74db52a321252a5528
Author: Yuan <[email protected]>
Date:   Fri Apr 12 18:16:55 2024 +0800

    Small fix

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commit feae994744e781f25adc1b9007379ef0dddaee51
Author: Yuan <[email protected]>
Date:   Fri Apr 12 18:12:43 2024 +0800

    Add PEQA impl.

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commit 117f9ad725505dc47e17c929e5ae05e7356f9fb1
Author: Yuan <[email protected]>
Date:   Fri Apr 12 11:52:14 2024 +0800

    Add BitLinear for inference

commit c6db6afbdbd73b8d4740868cae1dd57a635cb014
Author: Yuan <[email protected]>
Date:   Wed Apr 10 20:57:11 2024 +0800

    Minor fix

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commit be287763d720820248baa95117126bb091432a90
Author: Yuan <[email protected]>
Date:   Wed Apr 10 18:11:19 2024 +0800

    Add BitLoRA

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commit a04d59eadf987951c66cdd90190d5a6ab0f2a24d
Author: Yuan <[email protected]>
Date:   Sun Apr 7 16:20:20 2024 +0800

    Add the scripts from nncf_bootstrapnas_dev

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commit 106bc6c216fccc795767479635b573ce5e0c1845
Author: Yuan <[email protected]>
Date:   Sun Apr 7 16:14:48 2024 +0800

    Shears v2 init

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commit c9802d280611a20e54d04771a0979b01582204d9
Author: J. Pablo Muñoz <[email protected]>
Date:   Fri Apr 5 10:51:35 2024 -0700

    Init commit to ShearsV2 branch

commit 5af4017125c180562e8b145fc8e4586eb1273475
Author: Yuan0320 <[email protected]>
Date:   Wed Dec 11 20:52:35 2024 +0800

    Support GQA

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commit ee97a709690b0b5f045728b451c52070342f0d7c
Author: Yuan0320 <[email protected]>
Date:   Thu Dec 5 09:58:38 2024 +0800

    Refactor model type check to simplify

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commit 44aba7e01169b142cafdd562a1cb1583fe69cf6e
Author: Yuan0320 <[email protected]>
Date:   Thu Dec 5 01:14:33 2024 +0800

    Update HF model links

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commit 204f2f870b45cbb7a6412afdd45c5000ddd3f41c
Author: Yuan0320 <[email protected]>
Date:   Wed Dec 4 23:51:16 2024 +0800

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commit 764d214a83c6d7b4ba180904205f3e47347b5c98
Author: Yuan0320 <[email protected]>
Date:   Wed Dec 4 09:51:44 2024 +0800

    Rename MultiPruner to MultiPruner-NNCF

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commit f1dd48abd67522700875018485ba55803dfc1458
Merge: c2fb31e7 3b133a8c
Author: Yuan0320 <[email protected]>
Date:   Wed Dec 4 09:49:33 2024 +0800

    Merge branch 'main' into multi_pruner

commit c2fb31e7458c3061e51c1dcfdd687c407d0804d3
Author: Yuan0320 <[email protected]>
Date:   Mon Oct 28 13:59:55 2024 +0800

    Improve README.md

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commit ee7dc312985f50d398747c383bb501e21b130020
Author: Yuan0320 <[email protected]>
Date:   Mon Oct 28 13:37:38 2024 +0800

    Add conditional import for NNCF library with warning message

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commit e15be5c529685d8da2a791d08607c3539b77c197
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Date:   Mon Oct 28 13:05:07 2024 +0800

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commit 3d39785afd5af5adc7fd0afcea4e97ff1632dcd2
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Date:   Mon Oct 28 12:56:07 2024 +0800

    Ensure output_path directory exists before saving evaluation results

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commit acc331dea69553f51cd20a85db2b801e586f2898
Author: Yuan0320 <[email protected]>
Date:   Mon Oct 28 12:35:39 2024 +0800

    Minor fix

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commit 645bfa974966313298944ba535bdadb911834362
Author: Yuan Jinjie <[email protected]>
Date:   Mon Oct 28 12:29:33 2024 +0800

    Optimize import order and project root setup in finetune.py

commit 4f25755d7b45688d23b62a16712aa2f1b1c71e3f
Author: Yuan0320 <[email protected]>
Date:   Sun Oct 27 20:48:02 2024 -0700

    Update type annotations for compatibility with Python < 3.10

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commit ef240a5891e9aee8ca111fbd484ebfeb76f09aca
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 22:35:28 2024 +0800

    Minor edit

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commit cfb89efb82e5e9713f9309baf0dcb66f6b1a43df
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 22:13:34 2024 +0800

    Change Per. to Relative Acc.

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commit 1d913f9abc73e0178e0a6f62ac4bf9dfde7d75f5
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:56:58 2024 +0800

    Minor fix

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commit 6146fed93a0b844c7e3b3628d962990f5105bad4
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:54:50 2024 +0800

    Minor fix

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Date:   Fri Oct 25 21:43:48 2024 +0800

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commit 2ddb173730fa8532e30e64f4153ee5322edae866
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Date:   Fri Oct 25 21:24:13 2024 +0800

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commit 347bd1725a0021e562edb1fc73dc9edfa216ee31
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Date:   Fri Oct 25 21:15:56 2024 +0800

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commit f9b79977bd5703ec4447611d904afb31d8a24c1f
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Date:   Fri Oct 25 21:12:24 2024 +0800

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commit c2092b13f2f05497650ab644fad2a36642570319
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Date:   Fri Oct 25 21:11:06 2024 +0800

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commit 24e019d7e15a06c96845177e4e381f52003569e1
Author: Yuan0320 <[email protected]>
Date:   Fri Oct 25 21:10:05 2024 +0800

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commit d62086cd439caa2419ac4823c8b19fdbc52f50f4
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Date:   Fri Oct 25 21:08:24 2024 +0800

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commit 6781cad628e1f6186a97edfd48e1f3baef0700b0
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Date:   Wed Oct 16 23:00:59 2024 +0800

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commit 6649ab3eafc3949226465535bb782fbb0194a56b
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Date:   Wed Oct 16 21:58:49 2024 +0800

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commit 19ca16146dd64bad3d9855cff654c2a6b66ab506
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Date:   Wed Oct 16 21:50:56 2024 +0800

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commit 6a7c867e8a9ea1ebd41f5130d405110278381782
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Date:   Wed Oct 16 20:44:13 2024 +0800

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commit e305b97f1aedd28d1097368868541059bee6e74e
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Date:   Sat Oct 5 12:42:34 2024 +0800

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commit dda74063f111a373cfe94dc47088693c94ca33dd
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Date:   Mon Sep 30 13:44:08 2024 +0800

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commit 2ff85755e8310ab1826784b04d3882f720260211
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Date:   Mon Sep 30 00:49:26 2024 +0800

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commit c7f3b8fbc9f79650d92664577a3707c8cfd5d085
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Date:   Mon Sep 30 00:47:01 2024 +0800

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commit e522b4c056eec10c00fd2eadba76a4962c5ad4f4
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Date:   Mon Sep 30 00:35:27 2024 +0800

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commit f15e0ce7e3c80265425cac77b26096d04584632a
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Date:   Sun Sep 29 21:14:40 2024 +0800

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commit 07bc9aa7f9574ba84c58d271f9b1584c92399640
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Date:   Sun Sep 29 21:12:49 2024 +0800

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commit 8297bb7115e83e8a95038b5e4517e0f270edb5da
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Date:   Sun Sep 29 19:49:44 2024 +0800

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commit dc15adf13a613a5bd34e847f4a01981d80b8ae42
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Date:   Thu Sep 19 23:31:15 2024 +0800

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commit 0701d9e53fcdc14f8c6c939b49fa91fa419ecb4e
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Date:   Thu Sep 19 21:19:33 2024 +0800

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commit e076a984fae7e124a76b10e3b6f28ab491a807f3
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Date:   Wed Sep 18 20:34:41 2024 +0800

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commit 5b3b6a074e584b17f35be3140535ee180fad4b21
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Date:   Wed Sep 18 16:40:52 2024 +0800

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Date:   Wed Sep 18 16:38:06 2024 +0800

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Date:   Wed Sep 18 16:28:05 2024 +0800

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commit 626378f4a640b30ffe57a14eca66c1aceea8ecd5
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Date:   Wed Sep 18 16:20:31 2024 +0800

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commit ff098fd7dfbce81a942f3284b70b59014cf7e565
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Date:   Wed Sep 18 16:09:18 2024 +0800

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commit f66fcbc323ef24280f51fea5d61655ee3d6c3559
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Date:   Wed Sep 18 16:04:48 2024 +0800

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Date:   Wed Sep 18 15:09:17 2024 +0800

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commit 08bfafb646bf4140af466c478200d705ac14350e
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Date:   Wed Sep 18 14:57:18 2024 +0800

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Date:   Wed Sep 18 13:32:45 2024 +0800

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Date:   Thu Sep 12 09:45:33 2024 +0800

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commit 2675a53c3ffa62ec7b1ef8208ce9c5f576bb203b
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Date:   Wed Aug 21 17:37:03 2024 +0800

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commit 75d6d93c95d297eefb5750e082d3fad34fa38e24
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Date:   Tue Aug 20 18:09:32 2024 +0800

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commit 00b7a2e22b26eec9d1b9cd8911ed6ad4bfdcfe4e
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commit c75a290019ff0d44b93df267d1c02c2171d2b4e5
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Date:   Tue Aug 20 17:44:26 2024 +0800

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Date:   Tue Aug 20 15:14:21 2024 +0800

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commit a45f34db6586aaf72a2319fb1aa589228459c8bb
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Date:   Fri Aug 9 11:33:59 2024 +0800

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commit ef47fe716e4f97394478a31816524d69794bea7e
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Date:   Thu Aug 8 16:39:44 2024 +0800

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commit 3475920438ba68c85a57600e9cd890eb37fb18f0
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Date:   Wed Aug 7 21:49:58 2024 +0800

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commit 67c1b402a2610b5a60c6384460d4b9ac9409bc3a
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Date:   Mon Aug 5 13:36:10 2024 -0700

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commit 848793d78626737723676c3df815dade801d5448
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Date:   Mon Aug 5 23:41:38 2024 +0800

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Date:   Mon Aug 5 16:29:35 2024 +0800

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commit 69ac4d1c1d4c7446583df1e0ddc171c7eb87a4ab
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Date:   Mon Aug 5 15:59:17 2024 +0800

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commit faa02a097ff1cfb6fd699707d5ef3f6c8aad08ca
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Date:   Mon Aug 5 15:45:19 2024 +0800

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commit 0c1373a48a2a834cb1a3e6892d496099529f61e2
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Date:   Mon Aug 5 15:39:26 2024 +0800

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commit 0c064ebfd1094c169c98505a59fa2f64c5e9bc17
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Date:   Mon Aug 5 15:09:40 2024 +0800

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commit 3c05d9657bb7ac554ccdb564b2cfecb5fe3e57a5
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Date:   Thu Aug 1 23:41:08 2024 +0800

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commit adc7bd55d45dece11e2c8464464df50e127be76d
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Date:   Thu Aug 1 23:33:39 2024 +0800

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commit 3b503a4bf6b24b755d33ea7e1ccafe8c895e13c7
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Date:   Tue Jul 30 14:24:09 2024 -0700

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commit 4269a31f759d37dabbd59f9f890232907ccbaec9
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Date:   Mon Jul 29 23:16:39 2024 +0800

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commit d8afc86ec0fad86c31dd2fecabfa848af2620f7b
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Date:   Mon Jul 29 23:14:40 2024 +0800

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commit 88927c2cf6e0235bebf5d6bf613e4a142c11a077
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Date:   Mon Jul 29 23:12:20 2024 +0800

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Date:   Thu Jul 25 16:38:38 2024 +0800

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commit 55469141876c7f1b49d83d5472613d2023e317b9
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Date:   Wed Jul 24 18:40:28 2024 +0800

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commit c25fda75aaf1f5f1e4d3da4ab94e306649391818
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Date:   Tue Jul 23 16:42:47 2024 +0800

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commit 54e532bbdfc530ffa9815ec789d2a81fc9cdacb9
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Date:   Tue Jul 23 14:49:09 2024 +0800

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Date:   Tue Jul 23 14:43:57 2024 +0800

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commit 55106ad85e317b62dfbe4754fc07304d31bf7572
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Date:   Tue Jul 23 10:53:05 2024 +0800

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commit 5106e5af7f5c60b77d40642b87d03656f2c27592
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Date:   Tue Jul 23 10:51:32 2024 +0800

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commit 8599e96f587fe01a3e4200723775701a2e13397f
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Date:   Mon Jul 22 21:41:32 2024 +0800

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commit 22a6a5ba9e52c65f7c66faa0ae6d67bb20c7f1cc
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Date:   Mon Jul 22 21:37:02 2024 +0800

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commit 253d69cc7e7ed0a248d2831d18d1f5d1239b7621
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Date:   Mon Jul 22 20:18:07 2024 +0800

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commit 4e1d391a47bfa3fe973af1e7da227a39361b33c6
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Date:   Fri Jul 19 21:19:45 2024 +0800

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commit 9fb878fc7cbde972664fd8df443049939737af9d
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Date:   Fri Jul 19 20:33:21 2024 +0800

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Date:   Thu Jul 18 20:14:08 2024 +0800

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commit 6d44a46bb4ceb3697fa73f0ed8e172ad20c853c3
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Date:   Thu Jul 18 19:28:46 2024 +0800

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Date:   Thu Jul 18 14:38:05 2024 +0800

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Date:   Thu Jul 18 14:33:19 2024 +0800

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commit e413c67051245804b0edf7e33c4f58d2304a855c
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Date:   Thu Jul 18 14:20:04 2024 +0800

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commit fcd3b65a3c395f9432c1cdb13c404d4f46002db3
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Date:   Thu Jul 18 11:03:09 2024 +0800

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commit b741282184494a0a6132c9757536edd998ccfad8
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Date:   Thu Jul 18 10:41:02 2024 +0800

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commit 21f8f1a67265c0dc0d5969430eb9caf9b25f6ab4
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Date:   Thu Jul 18 10:27:21 2024 +0800

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Date:   Thu Jul 18 08:37:10 2024 +0800

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commit 6390ae90833325c81edf933516541fe38c65b11b
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Date:   Wed Jul 17 15:58:47 2024 -0700

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commit 3440797d2af5f8ff21b9ba146fbedde7cfbfc46f
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Date:   Wed Jul 17 22:22:49 2024 +0800

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commit 2dc5b1cf8d2e435b1a3eaba441c510333c2f60c3
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Date:   Wed Jul 17 21:12:26 2024 +0800

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commit 75b742519110ceddaee4b8af9d7fb6a90d972e32
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Date:   Tue Jul 16 21:32:15 2024 +0800

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commit 83e66e3c70f0f0ba7c85d30c522c4589a49792f9
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Date:   Fri Jul 12 19:30:18 2024 +0800

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commit 4beae2b449d6919698ba68e23f10f9fd6b39137d
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Date:   Sat Jul 6 11:07:08 2024 +0800

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commit 1f59836694966da6ef795254d47dc7096b037f1f
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Date:   Fri Jul 5 20:57:59 2024 +0800

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commit 5f0a35fc0e2599186ae3829d7da974d1c62d849d
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Date:   Thu Jul 4 23:17:36 2024 +0800

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commit 62d881b9dbae97a3bf73c27e3d00d8739dd9a5b8
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Date:   Thu Jul 4 17:28:23 2024 +0800

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Date:   Thu Jul 4 17:26:22 2024 +0800

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commit 171803cfc0d51125f07f29abb32d115d88fba7c3
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Date:   Thu Jul 4 15:23:08 2024 +0800

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commit 9cb0bc4a761fc90d793308eb2ce0d89c3ecc7fb2
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commit b77996ae88566d3a061d2b7a9f9223754e38a95e
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Date:   Wed Jul 3 23:13:56 2024 +0800

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commit 0d6cf503aba0a885d5fac047e8c748e456e8cbba
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Date:   Wed Jul 3 23:05:13 2024 +0800

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commit bed807bd75b24fd1753eab612458dc587aeebeb5
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Date:   Tue Jul 2 20:56:32 2024 +0800

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commit fca962dd651aeae82f9e952846baa71373f38f2a
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Date:   Tue Jul 2 16:00:12 2024 +0800

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commit ba331bcacaadff380034e0321a5a2079f5bc7ce2
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Date:   Tue Jul 2 15:57:37 2024 +0800

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commit ebf774a407374cc3b78e043c16eae7c43b9a45e4
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commit e3ca33ecfb95942af88352d5a0014c1c8528a223
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commit 71fa1fab990d6d8969ec81a0996cd2cdc9afb46d
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Date:   Mon Jul 1 21:06:16 2024 +0800

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commit 0688444c24955f6bbe168a834e45dc102003418f
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Date:   Mon Jul 1 18:18:55 2024 +0800

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commit d1e93280ab27b85d938071f755bb4e31af1b8828
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Date:   Thu Jun 27 23:03:09 2024 +0800

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commit 7270e35df8968b569e7225c5556445fa120e3599
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Date:   Thu Jun 27 18:07:16 2024 +0800

    Add kernel dev

    Signed-off-by: Yuan0320 <[email protected]>

commit 9da6d4a94096bcfee64f60c17a4db46788f9dad7
Author: J. Pablo Muñoz <[email protected]>
Date:   Wed Jun 26 15:58:53 2024 -0700

    Example to quantize for TLD

commit 09f40000bff83f920ccbceb7c7383b6bb527dbf5
Author: Yuan <[email protected]>
Date:   Tue Jun 25 18:13:07 2024 +0800

    Add code for SQFT Experiments on Xeon

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

commit b20edb84223d957a105172cb7c9b0f9c1832dba4
Author: Yuan <[email protected]>
Date:   Fri Jun 21 23:12:36 2024 +0800

    Minor fix

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

commit 3488b73facd7a479db7b6f154d4651c649596c39
Author: Yuan <[email protected]>
Date:   Fri Jun 21 14:29:57 2024 +0800

    Update README.md

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

commit e1715b911d5314745d04f8a04af6689086523411
Author: Yuan <[email protected]>
Date:   Fri Jun 21 14:24:47 2024 +0800

    Update README.md

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

commit 94e9810f41603e9d203e0c698213f2bf8a7bd99e
Author: Yuan <[email protected]>
Date:   Fri Jun 21 13:53:32 2024 +0800

    Minor fix

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

commit efb691faf87b2d7bbe3e42f007bfc0e6237d5566
Author: Yuan <[email protected]>
Date:   Fri Jun 21 13:50:20 2024 +0800

    Minor fix

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

commit 97ec97803ebf56d8dc097b518ae555240d70f292
Author: Yuan <[email protected]>
Date:   Fri Jun 21 13:47:36 2024 +0800

    SQFT Init

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

commit 83f94f61ebbfba639235e03b0187be5e9febfb50
Author: J. Pablo Muñoz <[email protected]>
Date:   Tue Jun 18 16:07:42 2024 -0700

    ShearsV2 -> SQFT

commit db76163211cbfcb81a891f7ddc48194c590705f9
Author: J. Pablo Muñoz <[email protected]>
Date:   Tue Jun 18 16:02:10 2024 -0700

    ShearsV2 -> SQFT

commit 6e5ad594c4cda0a7f4d3b0466babab33d96370e7
Author: Yuan <[email protected]>
Date:   Thu Jun 13 09:14:26 2024 +0800

    Minor fix

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

commit 3c03633e536b95d89aba23984cc85bf259b31d85
Author: Yuan <[email protected]>
Date:   Wed Jun 5 21:44:13 2024 +0800

    Update search.py

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

commit 6e4731a99e297e7f2289da332926ec02e7ed1eae
Author: Yuan <[email protected]>
Date:   Tue Jun 4 21:21:10 2024 +0800

    Update search.py

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

commit adbfec5ed92a67903bcd142730ad1fbe31f101a0
Author: Yuan <[email protected]>
Date:   Mon Jun 3 19:09:20 2024 +0800

    Add hill climbing search algo.

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

commit 844e8802c9dd5fcb361d4e7cd72c46b138dfb95e
Author: Yuan <[email protected]>
Date:   Wed May 29 18:28:25 2024 +0800

    Minor fix

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

commit 66e9c327c0b5f550254f1049c5aca58b36c6da33
Author: Yuan <[email protected]>
Date:   Wed May 29 14:37:14 2024 +0800

    Improvements

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

commit a06198b2c425684ab60a63e2966506936b2c28c1
Author: Yuan <[email protected]>
Date:   Fri May 24 16:14:26 2024 +0800

    Update run commands

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

commit d68cb96fb01026a26a5b425b13f843b8308ad84e
Author: Yuan <[email protected]>
Date:   Fri May 24 12:44:49 2024 +0800

    Minor fix

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

commit 1cb78f355aa9364df28101b4582fab41b0afb9f6
Author: Yuan <[email protected]>
Date:   Fri May 24 12:41:33 2024 +0800

    Update README.md

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

commit 4ba827a86c3438ca4fdb6fcddd5d559504c6b4b6
Author: Yuan <[email protected]>
Date:   Fri May 24 12:38:36 2024 +0800

    Update README.md

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

commit f2cd1fc34562518c0f296f3b0e9cd26849d744ee
Author: Yuan <[email protected]>
Date:   Fri May 24 12:36:45 2024 +0800

    Update README.md

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

commit eb978c32ce068b9240efdc9da5a849700d4ec5d3
Merge: 6be97708 716958db
Author: Yuan <[email protected]>
Date:   Fri May 24 12:01:28 2024 +0800

    Merge branch 'shears_v2' of https://github.com/jpablomch/Hardware-Aware-Automated-Machine-Learning-DEV into shears_v2

commit 6be97708d66b72af8132e2409a986762d3a24f8c
Author: Yuan <[email protected]>
Date:   Fri May 24 12:00:59 2024 +0800

    Add load_nncf_config.py

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

commit 716958db3f57ae8f4c66cb9fadf18acab8cb5039
Author: Yuan Jinjie <[email protected]>
Date:   Fri May 24 11:33:29 2024 +0800

    Update install.sh

commit 675d2cacb5e532194d649f4bd0f907de815b99ff
Author: Yuan <[email protected]>
Date:   Thu May 23 00:10:08 2024 +0800

    Update wanda src code

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

commit c3ce6d65fe1bb330e0bb223947001772c7c1ff3a
Author: Yuan <[email protected]>
Date:   Wed May 22 23:54:35 2024 +0800

    Update README.md

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

commit 16dbf45ce057be7a47251e577d3de38b8b5d59ac
Author: Yuan <[email protected]>
Date:   Wed May 22 23:49:45 2024 +0800

    Add wanda src code

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

commit 9b4cd42e35c5b6a23ea29975a9fedd0fd03bde00
Author: Yuan <[email protected]>
Date:   Wed May 22 18:24:52 2024 +0800

    Update README.md

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

commit 9c1e9ab23f07e1cc6c048f34e89e0e8a0d6c1392
Author: Yuan <[email protected]>
Date:   Wed May 22 18:22:24 2024 +0800

    Add NLS

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

commit 11c136b10332f0edcd8dd0ff67b0452513c71f76
Author: Yuan <[email protected]>
Date:   Tue May 21 21:18:06 2024 +0800

    Update README.md

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

commit 8c9a77b04c213a27be51564e33df38ac21e3e359
Author: Yuan Jinjie <[email protected]>
Date:   Tue May 21 17:38:15 2024 +0800

    Update sparsity checking

commit d7b543e34356eb4014e6fb6375b798aad45d324f
Author: Yuan <[email protected]>
Date:   Thu May 16 08:50:41 2024 +0800

    Add commands

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

commit b82c55e9f7d9ec59b77b71fc2374d994eef70341
Author: Yuan <[email protected]>
Date:   Wed May 15 22:16:16 2024 +0800

    Minor fix

    Signed-off-by: Yuan <jinjie.yuan@int…
@jpablomch
Fix typo in Shears notebook
bea39d0
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