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2020 Apr 09
3
RFC: a practical mechanism for applying Machine Learning for optimization policies in LLVM
...ogle.com> +Eugene Brevdo <ebrevdo at google.com> , our team members from the ML side. To avoid formatting issues, here is a link to the RFC <https://docs.google.com/document/d/1BoSGQlmgAh-yUZMn4sCDoWuY6KWed2tV58P4_472mDE/edit?usp=sharing>, open to comments. Thanks! On Wed, Apr 8, 2020 at 2:34 PM Mircea Trofin <mtrofin at google.com> wrote: > Unfortunately I needed to update the links. Here they are, hopefully these > work correctly. > > SPEC2006 > <https://docs.google.com/spreadsheets/d/e/2PACX-1vQNAcTDfyQvh6Jq7IRdCvK_fuluUFrzrsGL_75Ile29hX3caBSfT6_jHu...
2020 Apr 09
2
RFC: a practical mechanism for applying Machine Learning for optimization policies in LLVM
Sorry, I wasn't aware of that. I can make the google doc view-only, keeping the current comments. I'll wait a bit (few hrs) to see if there's any pushback to that. On Thu, Apr 9, 2020 at 9:57 AM Xinliang David Li <xinliangli at gmail.com> wrote: > One suggestion : should we consolidate the discussion into the main > thread? I know some folks are not willing to comment in Google docs. > > David > > On Wed, Apr 8, 2020 at 7:06 PM Mircea Trofin via llvm-d...
2020 Apr 08
2
RFC: a practical mechanism for applying Machine Learning for optimization policies in LLVM
It turns out it's me, sorry. Let me see how I can sort this out. In the meantime, here is the csv: SPEC2006 data: binary,base -Oz size,ML -Oz size,ML size shrink by,,perf: base -Oz scores,perf: ML -Oz scores,ML improvement by 400.perlbench,2054200,2086776,-1.59%,,2.9,2.9,0.00% 401.bzip2,1129976,1095544,3.05%,,6.4,6.2,-3.13% 403.gcc,4078488,4130840,-1.28%,,11.6,11.7,0.86% 429.mcf,1089368,1054552,3.20%,...