[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143999 >From 8b8932b55c8a6a087d516e174e1d57c9908259bd Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Thu, 12 Jun 2025 23:54:10 + Subject: [PATCH] Simplifying creation of Embedder --- llvm/docs/MLGO.rst

[llvm-branch-commits] [llvm] [NFC] Formatting PassRegistry.def (PR #144139)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/144139 >From 7fa87f2e42378d656ba743a4971e5c2ffaee8492 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 13 Jun 2025 18:22:10 + Subject: [PATCH] [NFC] Formatting PassRegistry.def --- llvm/lib/Passes/PassRegist

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143999 >From 8b8932b55c8a6a087d516e174e1d57c9908259bd Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Thu, 12 Jun 2025 23:54:10 + Subject: [PATCH] Simplifying creation of Embedder --- llvm/docs/MLGO.rst

[llvm-branch-commits] [llvm] [NFC] Formatting PassRegistry.def (PR #144139)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/144139 >From 7fa87f2e42378d656ba743a4971e5c2ffaee8492 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 13 Jun 2025 18:22:10 + Subject: [PATCH] [NFC] Formatting PassRegistry.def --- llvm/lib/Passes/PassRegist

[llvm-branch-commits] [llvm] Increasing tolerance in ApproximatelyEquals (PR #145117)

https://github.com/svkeerthy created https://github.com/llvm/llvm-project/pull/145117 None >From d05856c47337b3b6e9086a5ee06b7c39412d9103 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 20 Jun 2025 22:56:46 + Subject: [PATCH] Increasing tolerance in ApproximatelyEquals --- llvm/inclu

[llvm-branch-commits] [llvm] Overloading operator+ for Embeddngs (PR #145118)

https://github.com/svkeerthy created https://github.com/llvm/llvm-project/pull/145118 None >From cbd2c6e77eefb4ba7b8acbf6ea12f21486e7dbc8 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 20 Jun 2025 23:00:40 + Subject: [PATCH] Overloading operator+ for Embeddngs --- llvm/include/llvm/

[llvm-branch-commits] [llvm] Increasing tolerance in ApproximatelyEquals (PR #145117)

svkeerthy wrote: > [!WARNING] > This pull request is not mergeable via GitHub because a downstack PR is > open. Once all requirements are satisfied, merge this PR as a stack href="https://app.graphite.dev/github/pr/llvm/llvm-project/145117?utm_source=stack-comment-downstack-mergeability-warning

[llvm-branch-commits] [llvm] [IR2Vec] Scale embeddings once in vocab analysis instead of repetitive scaling (PR #143986)

@@ -104,7 +106,10 @@ MODULE_PASS("lower-ifunc", LowerIFuncPass()) MODULE_PASS("simplify-type-tests", SimplifyTypeTestsPass()) MODULE_PASS("lowertypetests", LowerTypeTestsPass()) MODULE_PASS("fatlto-cleanup", FatLtoCleanup()) -MODULE_PASS("pgo-force-function-attrs", PGOForceFunc

[llvm-branch-commits] [llvm] [IR2Vec] Scale embeddings once in vocab analysis instead of repetitive scaling (PR #143986)

@@ -259,32 +306,40 @@ Error IR2VecVocabAnalysis::readVocabulary() { return createFileError(VocabFile, BufOrError.getError()); auto Content = BufOrError.get()->getBuffer(); - json::Path::Root Path(""); + Expected ParsedVocabValue = json::parse(Content); if (!Parsed

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From a2bec77ad03e20cd76b6870149863049a96c4f9e Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143999 >From d71dd503f4794abf8a396ddb8a5deeafe0d75c83 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Thu, 12 Jun 2025 23:54:10 + Subject: [PATCH] Simplifying creation of Embedder --- llvm/docs/MLGO.rst

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From a2bec77ad03e20cd76b6870149863049a96c4f9e Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143999 >From d71dd503f4794abf8a396ddb8a5deeafe0d75c83 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Thu, 12 Jun 2025 23:54:10 + Subject: [PATCH] Simplifying creation of Embedder --- llvm/docs/MLGO.rst

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143999 >From 0d921416a0f81e5634705dc9dfc5363d721a55bf Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Thu, 12 Jun 2025 23:54:10 + Subject: [PATCH] Simplifying creation of Embedder --- llvm/docs/MLGO.rst

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143999 >From ea224dfb11b37573f5dbdd34ca118fee5a9808c1 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Thu, 12 Jun 2025 23:54:10 + Subject: [PATCH] Simplifying creation of Embedder --- llvm/docs/MLGO.rst

[llvm-branch-commits] [llvm] [NFC] Formatting PassRegistry.def (PR #144139)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/144139 >From cd6a0f4fbfa87df8bed4efcdf066530523f5ec0d Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 13 Jun 2025 18:22:10 + Subject: [PATCH] [NFC] Formatting PassRegistry.def --- llvm/lib/Passes/PassRegist

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From d3468ab37c05d4796661f13d61fffe31bcf47ba5 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 10 +

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From d3468ab37c05d4796661f13d61fffe31bcf47ba5 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 10 +

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From 96e4a8b7faac3855a552ca52ff227bfc677cc6be Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 12 +

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From 96e4a8b7faac3855a552ca52ff227bfc677cc6be Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 12 +

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143476 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143476 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143479 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] reachable BB (PR #143476)

svkeerthy wrote: > [!WARNING] > This pull request is not mergeable via GitHub because a downstack PR is > open. Once all requirements are satisfied, merge this PR as a stack href="https://app.graphite.dev/github/pr/llvm/llvm-project/143476?utm_source=stack-comment-downstack-mergeability-warning

[llvm-branch-commits] [llvm] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy ready_for_review https://github.com/llvm/llvm-project/pull/143479 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] reachable BB (PR #143476)

https://github.com/svkeerthy created https://github.com/llvm/llvm-project/pull/143476 None >From 79060df5f6ebb7f13bd88dd3128800790433a224 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 04:49:59 + Subject: [PATCH] reachable BB --- llvm/lib/Analysis/IR2Vec.cpp

[llvm-branch-commits] [llvm] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy created https://github.com/llvm/llvm-project/pull/143479 None >From 58c85ec93a7d81e89ef9d9dd594aa50056e36559 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .

[llvm-branch-commits] [llvm] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

svkeerthy wrote: > [!WARNING] > This pull request is not mergeable via GitHub because a downstack PR is > open. Once all requirements are satisfied, merge this PR as a stack href="https://app.graphite.dev/github/pr/llvm/llvm-project/143479?utm_source=stack-comment-downstack-mergeability-warning

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy ready_for_review https://github.com/llvm/llvm-project/pull/143476 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143476 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From 750cb2f730cb1f8d38fc29fa63b92efd53b82eac Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 10 +

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From 750cb2f730cb1f8d38fc29fa63b92efd53b82eac Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 10 +

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

@@ -83,9 +85,10 @@ void Embedding::scaleAndAdd(const Embedding &Src, float Factor) { bool Embedding::approximatelyEquals(const Embedding &RHS, double Tolerance) const { assert(this->size() == RHS.size() && "Vectors must have the same dimen

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From c1842ec938d27261a0b18bc9bcbb20328713f20a Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 10 +

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From 7f2012cd56db0fc6e1c430a8d5b38d360b33145f Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 10 +

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From 7f2012cd56db0fc6e1c430a8d5b38d360b33145f Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 10 +

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

@@ -218,9 +222,12 @@ void SymbolicEmbedder::computeEmbeddings(const BasicBlock &BB) const { void SymbolicEmbedder::computeEmbeddings() const { if (F.isDeclaration()) return; - for (const auto &BB : F) { -computeEmbeddings(BB); -FuncVector += BBVecMap[&BB]; + +

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

@@ -142,6 +142,10 @@ enum class FeatureIndex : size_t { INLINE_FEATURE_ITERATOR(POPULATE_INDICES) #undef POPULATE_INDICES +// IR2Vec embeddings svkeerthy wrote: Done https://github.com/llvm/llvm-project/pull/143479 _

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

@@ -186,6 +186,20 @@ MLInlineAdvisor::MLInlineAdvisor( EdgeCount += getLocalCalls(KVP.first->getFunction()); } NodeCount = AllNodes.size(); + + if (auto IR2VecVocabResult = MAM.getCachedResult(M)) { +if (!IR2VecVocabResult->isValid()) { + M.getContext().emitEr

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From b40003fb48e9c135dd1b1a06ba10f3cc2cd81d64 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From c200f67b92e6b6b3c79d5dcf17a5aa2105871de7 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 11 +

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143476 >From 716f3d2db74a7d3f21cfaf1340e62425c16d5fe1 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 04:49:59 + Subject: [PATCH] reachable BB --- llvm/lib/Analysis/IR2Vec.cpp | 13 +

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

@@ -294,8 +294,8 @@ Error IR2VecVocabAnalysis::readVocabulary() { return Error::success(); } -IR2VecVocabAnalysis::IR2VecVocabAnalysis(Vocab &&Vocabulary) -: Vocabulary(std::move(Vocabulary)) {} +IR2VecVocabAnalysis::IR2VecVocabAnalysis(Vocab Vocabulary) +: Vocabular

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143476 >From 716f3d2db74a7d3f21cfaf1340e62425c16d5fe1 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 04:49:59 + Subject: [PATCH] reachable BB --- llvm/lib/Analysis/IR2Vec.cpp | 13 +

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From b40003fb48e9c135dd1b1a06ba10f3cc2cd81d64 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

@@ -199,6 +199,29 @@ void FunctionPropertiesInfo::updateForBB(const BasicBlock &BB, #undef CHECK_OPERAND } } + + if (IR2VecVocab) { +// We instantiate the IR2Vec embedder each time, as having an unique +// pointer to the embedder as member of the class would mak

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

@@ -193,7 +196,8 @@ Embedding SymbolicEmbedder::getOperandEmbedding(const Value *Op) const { void SymbolicEmbedder::computeEmbeddings(const BasicBlock &BB) const { Embedding BBVector(Dimension, 0); - for (const auto &I : BB) { + // We consider only the non-debug and non-p

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

@@ -20,33 +21,102 @@ #include "llvm/Support/Compiler.h" #include "llvm/Support/SourceMgr.h" #include "llvm/Transforms/Utils/Cloning.h" +#include "gmock/gmock.h" #include "gtest/gtest.h" #include using namespace llvm; +using namespace testing; namespace llvm { LLVM_ABI

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143476 >From 173c3b1479f50923429d02e7cd666d3d033f0d65 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 04:49:59 + Subject: [PATCH] reachable BB --- llvm/lib/Analysis/IR2Vec.cpp | 13 +

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From 5d7a2b0f4e15da7c4322954bda4bf0e9a3795a66 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] Vocab changes1 (PR #143200)

svkeerthy wrote: > [!WARNING] > This pull request is not mergeable via GitHub because a downstack PR is > open. Once all requirements are satisfied, merge this PR as a stack href="https://app.graphite.dev/github/pr/llvm/llvm-project/143200?utm_source=stack-comment-downstack-mergeability-warning

[llvm-branch-commits] [llvm] Vocab changes1 (PR #143200)

https://github.com/svkeerthy created https://github.com/llvm/llvm-project/pull/143200 None >From d62a38bb0784972e363a7408ba362c31e404f02c Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h|

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143200 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy ready_for_review https://github.com/llvm/llvm-project/pull/143200 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143200 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143200 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

@@ -20,33 +21,102 @@ #include "llvm/Support/Compiler.h" #include "llvm/Support/SourceMgr.h" #include "llvm/Transforms/Utils/Cloning.h" +#include "gmock/gmock.h" #include "gtest/gtest.h" #include using namespace llvm; +using namespace testing; namespace llvm { LLVM_ABI

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From b7ec65230c731c77dea1f4a484df6731819729b5 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143476 >From 6e44bb095fa214a5146af383de0ffeb89606607b Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 04:49:59 + Subject: [PATCH] reachable BB --- llvm/lib/Analysis/IR2Vec.cpp | 13 +

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143476 >From 6e44bb095fa214a5146af383de0ffeb89606607b Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 04:49:59 + Subject: [PATCH] reachable BB --- llvm/lib/Analysis/IR2Vec.cpp | 13 +

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From b7ec65230c731c77dea1f4a484df6731819729b5 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] [IR2Vec] Scale embeddings once in vocab analysis instead of repetitive scaling (PR #143986)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143986 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Scale embeddings once in vocab analysis instead of repetitive scaling (PR #143986)

https://github.com/svkeerthy commented: @albertcohen - Please have a look. I am not able to add you as reviewer. https://github.com/llvm/llvm-project/pull/143986 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm

[llvm-branch-commits] [llvm] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy created https://github.com/llvm/llvm-project/pull/143999 None >From cc133a17f78f9ed2082930617ed4d94dbbf9bf97 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Thu, 12 Jun 2025 23:54:10 + Subject: [PATCH] Simplifying creation of Embedder --- llvm/docs/MLGO.rst

[llvm-branch-commits] [llvm] Simplifying creation of Embedder (PR #143999)

svkeerthy wrote: > [!WARNING] > This pull request is not mergeable via GitHub because a downstack PR is > open. Once all requirements are satisfied, merge this PR as a stack href="https://app.graphite.dev/github/pr/llvm/llvm-project/143999?utm_source=stack-comment-downstack-mergeability-warning

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143999 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

svkeerthy wrote: @albertcohen https://github.com/llvm/llvm-project/pull/143999 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143999 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy ready_for_review https://github.com/llvm/llvm-project/pull/143999 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143999 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143999 >From 1a051f18a4bab9f843c4fee84084d5cd31cecea1 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Thu, 12 Jun 2025 23:54:10 + Subject: [PATCH] Simplifying creation of Embedder --- llvm/docs/MLGO.rst

[llvm-branch-commits] [llvm] [IR2Vec] Simplifying creation of Embedder (PR #143999)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143999 >From 1a051f18a4bab9f843c4fee84084d5cd31cecea1 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Thu, 12 Jun 2025 23:54:10 + Subject: [PATCH] Simplifying creation of Embedder --- llvm/docs/MLGO.rst

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From 579c3c03fa1117382c810c8d322f5d83689d79dc Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From 579c3c03fa1117382c810c8d322f5d83689d79dc Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143476 >From cd2cdf560d4ffd9171a1104cbc12586bd06f5542 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 04:49:59 + Subject: [PATCH] reachable BB --- llvm/lib/Analysis/IR2Vec.cpp | 13 +

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

@@ -218,9 +222,12 @@ void SymbolicEmbedder::computeEmbeddings(const BasicBlock &BB) const { void SymbolicEmbedder::computeEmbeddings() const { if (F.isDeclaration()) return; - for (const auto &BB : F) { -computeEmbeddings(BB); -FuncVector += BBVecMap[&BB]; + +

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

@@ -53,7 +56,12 @@ class raw_ostream; enum class IR2VecKind { Symbolic }; namespace ir2vec { -/// Embedding is a datavtype that wraps std::vector. It provides + +LLVM_ABI extern cl::opt OpcWeight; svkeerthy wrote: #136623 adds LLVM_ABI tags to some globals an

[llvm-branch-commits] [llvm] [MLInliner][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143479 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/143479 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From d639ce4a4b3ad531e16d7a1c1fa33a53c7e7393a Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 10 +

[llvm-branch-commits] [llvm] [IR2Vec] Minor vocab changes and exposing weights (PR #143200)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143200 >From d639ce4a4b3ad531e16d7a1c1fa33a53c7e7393a Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 6 Jun 2025 20:32:32 + Subject: [PATCH] Vocab changes1 --- llvm/include/llvm/Analysis/IR2Vec.h| 10 +

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From 6085399a3d002b78a093d951c6a9b6c5bb3fb243 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143476 >From abee4cd2dd04ce8a99562b79df9ae1eeed10d030 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 04:49:59 + Subject: [PATCH] reachable BB --- llvm/lib/Analysis/IR2Vec.cpp | 15 +

[llvm-branch-commits] [llvm] [IR2Vec] Consider only reachable BBs and non-debug instructions (PR #143476)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143476 >From abee4cd2dd04ce8a99562b79df9ae1eeed10d030 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 04:49:59 + Subject: [PATCH] reachable BB --- llvm/lib/Analysis/IR2Vec.cpp | 15 +

[llvm-branch-commits] [llvm] [MLGO][IR2Vec] Integrating IR2Vec with MLInliner (PR #143479)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/143479 >From 6085399a3d002b78a093d951c6a9b6c5bb3fb243 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Tue, 10 Jun 2025 05:40:38 + Subject: [PATCH] [MLIniner][IR2Vec] Integrating IR2Vec with MLInliner --- .../Ana

[llvm-branch-commits] [llvm] [IR2Vec] Overloading `operator+` for `Embeddings` (PR #145118)

@@ -106,6 +106,7 @@ struct Embedding { const std::vector &getData() const { return Data; } /// Arithmetic operators + Embedding operator+(const Embedding &RHS) const; svkeerthy wrote: Sure. Will add them too! https://github.com/llvm/llvm-project/pull/1

[llvm-branch-commits] [llvm] [IR2Vec] Add out-of-place arithmetic operators to Embedding class (PR #145118)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/145118 >From 10019cae162bb53e147797b655da75aac33b0a20 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 20 Jun 2025 23:00:40 + Subject: [PATCH] Overloading operator+ for Embeddngs --- llvm/include/llvm/Analys

[llvm-branch-commits] [llvm] [IR2Vec] Overloading `operator+` for `Embeddings` (PR #145118)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/145118 >From f1976fa2454846d80822761f7a095b29c2062652 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 20 Jun 2025 23:00:40 + Subject: [PATCH] Overloading operator+ for Embeddngs --- llvm/include/llvm/Analys

[llvm-branch-commits] [llvm] [IR2Vec] Add out-of-place arithmetic operators to Embedding class (PR #145118)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/145118 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Overloading `operator+` for `Embeddings` (PR #145118)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/145118 >From f1976fa2454846d80822761f7a095b29c2062652 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 20 Jun 2025 23:00:40 + Subject: [PATCH] Overloading operator+ for Embeddngs --- llvm/include/llvm/Analys

[llvm-branch-commits] [llvm] [IR2Vec] Overloading `operator+` for `Embeddings` (PR #145118)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/145118 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits

[llvm-branch-commits] [llvm] [IR2Vec] Add out-of-place arithmetic operators to Embedding class (PR #145118)

@@ -71,20 +71,43 @@ inline bool fromJSON(const llvm::json::Value &E, Embedding &Out, // Embedding //===--===// +Embedding Embedding::operator+(const Embedding &RHS) const { + assert(this->size() == RHS.size

[llvm-branch-commits] [llvm] [IR2Vec] Add out-of-place arithmetic operators to Embedding class (PR #145118)

https://github.com/svkeerthy updated https://github.com/llvm/llvm-project/pull/145118 >From 10019cae162bb53e147797b655da75aac33b0a20 Mon Sep 17 00:00:00 2001 From: svkeerthy Date: Fri, 20 Jun 2025 23:00:40 + Subject: [PATCH] Overloading operator+ for Embeddngs --- llvm/include/llvm/Analys

[llvm-branch-commits] [llvm] [IR2Vec] Add out-of-place arithmetic operators to Embedding class (PR #145118)

https://github.com/svkeerthy edited https://github.com/llvm/llvm-project/pull/145118 ___ llvm-branch-commits mailing list llvm-branch-commits@lists.llvm.org https://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-branch-commits