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[LLVM][MLGO] Fix: Index correctly into features to get default inlining decision #141453

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Merged
merged 1 commit into from
May 26, 2025

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jellytabby
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Currently, InlineCostFeatureIndex::NumberOfFeatures results in an index in the middle of the feature vector, therefore not correctly setting the default inlining decision and overwriting another feature. FeatureIndex::NumberOfFeatures is the last index of the feature vector, where the default inlining decision gets appended to when enabled.

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@ivanradanov

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llvmbot commented May 26, 2025

@llvm/pr-subscribers-llvm-transforms

@llvm/pr-subscribers-mlgo

Author: Jellytabby (Jellytabby)

Changes

Currently, InlineCostFeatureIndex::NumberOfFeatures results in an index in the middle of the feature vector, therefore not correctly setting the default inlining decision and overwriting another feature. FeatureIndex::NumberOfFeatures is the last index of the feature vector, where the default inlining decision gets appended to when enabled.


Full diff: https://github.com/llvm/llvm-project/pull/141453.diff

2 Files Affected:

  • (modified) llvm/lib/Analysis/MLInlineAdvisor.cpp (+1-1)
  • (modified) llvm/test/Transforms/Inline/ML/interactive-mode.ll (+1)
diff --git a/llvm/lib/Analysis/MLInlineAdvisor.cpp b/llvm/lib/Analysis/MLInlineAdvisor.cpp
index b6c784b965f79..81a3bc94a6ad8 100644
--- a/llvm/lib/Analysis/MLInlineAdvisor.cpp
+++ b/llvm/lib/Analysis/MLInlineAdvisor.cpp
@@ -441,7 +441,7 @@ std::unique_ptr<InlineAdvice> MLInlineAdvisor::getAdviceImpl(CallBase &CB) {
   }
   // This one would have been set up to be right at the end.
   if (!InteractiveChannelBaseName.empty() && InteractiveIncludeDefault)
-    *ModelRunner->getTensor<int64_t>(InlineCostFeatureIndex::NumberOfFeatures) =
+    *ModelRunner->getTensor<int64_t>(FeatureIndex::NumberOfFeatures) =
         GetDefaultAdvice(CB);
   return getAdviceFromModel(CB, ORE);
 }
diff --git a/llvm/test/Transforms/Inline/ML/interactive-mode.ll b/llvm/test/Transforms/Inline/ML/interactive-mode.ll
index 00a64c6c34d07..0866d14c6ece7 100644
--- a/llvm/test/Transforms/Inline/ML/interactive-mode.ll
+++ b/llvm/test/Transforms/Inline/ML/interactive-mode.ll
@@ -23,6 +23,7 @@
 ; CHECK:      unsimplified_common_instructions: 5
 ; CHECK:      callee_users: 3
 ; CHECK-DEFAULT: inlining_default: 0
+; CHECK-DEFAULT: inlining_default: 1
 ; CHECK:      observation: 5
 ; CHECK-NOT:  observation: 6
 

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llvmbot commented May 26, 2025

@llvm/pr-subscribers-llvm-analysis

Author: Jellytabby (Jellytabby)

Changes

Currently, InlineCostFeatureIndex::NumberOfFeatures results in an index in the middle of the feature vector, therefore not correctly setting the default inlining decision and overwriting another feature. FeatureIndex::NumberOfFeatures is the last index of the feature vector, where the default inlining decision gets appended to when enabled.


Full diff: https://github.com/llvm/llvm-project/pull/141453.diff

2 Files Affected:

  • (modified) llvm/lib/Analysis/MLInlineAdvisor.cpp (+1-1)
  • (modified) llvm/test/Transforms/Inline/ML/interactive-mode.ll (+1)
diff --git a/llvm/lib/Analysis/MLInlineAdvisor.cpp b/llvm/lib/Analysis/MLInlineAdvisor.cpp
index b6c784b965f79..81a3bc94a6ad8 100644
--- a/llvm/lib/Analysis/MLInlineAdvisor.cpp
+++ b/llvm/lib/Analysis/MLInlineAdvisor.cpp
@@ -441,7 +441,7 @@ std::unique_ptr<InlineAdvice> MLInlineAdvisor::getAdviceImpl(CallBase &CB) {
   }
   // This one would have been set up to be right at the end.
   if (!InteractiveChannelBaseName.empty() && InteractiveIncludeDefault)
-    *ModelRunner->getTensor<int64_t>(InlineCostFeatureIndex::NumberOfFeatures) =
+    *ModelRunner->getTensor<int64_t>(FeatureIndex::NumberOfFeatures) =
         GetDefaultAdvice(CB);
   return getAdviceFromModel(CB, ORE);
 }
diff --git a/llvm/test/Transforms/Inline/ML/interactive-mode.ll b/llvm/test/Transforms/Inline/ML/interactive-mode.ll
index 00a64c6c34d07..0866d14c6ece7 100644
--- a/llvm/test/Transforms/Inline/ML/interactive-mode.ll
+++ b/llvm/test/Transforms/Inline/ML/interactive-mode.ll
@@ -23,6 +23,7 @@
 ; CHECK:      unsimplified_common_instructions: 5
 ; CHECK:      callee_users: 3
 ; CHECK-DEFAULT: inlining_default: 0
+; CHECK-DEFAULT: inlining_default: 1
 ; CHECK:      observation: 5
 ; CHECK-NOT:  observation: 6
 

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nice find, thanks for the fix!

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mtrofin commented May 26, 2025

@jellytabby do you need me to merge it?

@ivanradanov ivanradanov merged commit 18fced4 into llvm:main May 26, 2025
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@mtrofin Thank you for taking a look, I got it.

mtrofin added a commit to mtrofin/llvm-project that referenced this pull request May 27, 2025
Prompted by llvm#141453 - have the test check the feature that was previously clobbered in interactive mode, if the default decision was requested.
mtrofin added a commit that referenced this pull request May 27, 2025
Prompted by #141453 - have the test check the feature that was
previously clobbered in interactive mode, if the default decision was
requested.
sivan-shani pushed a commit to sivan-shani/llvm-project that referenced this pull request Jun 3, 2025
…ng decision (llvm#141453)

Currently, `InlineCostFeatureIndex::NumberOfFeatures` results in an
index in the middle of the feature vector, therefore not correctly
setting the default inlining decision and overwriting another feature.
`FeatureIndex::NumberOfFeatures` is the last index of the feature
vector, where the default inlining decision gets appended to when
enabled.
sivan-shani pushed a commit to sivan-shani/llvm-project that referenced this pull request Jun 3, 2025
Prompted by llvm#141453 - have the test check the feature that was
previously clobbered in interactive mode, if the default decision was
requested.
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4 participants