[Mlir-commits] [mlir] [mlir][Bufferization] Accelerate bufferization pass (PR #160655)
llvmlistbot at llvm.org
llvmlistbot at llvm.org
Thu Sep 25 22:19:35 PDT 2025
https://github.com/mingzheTerapines updated https://github.com/llvm/llvm-project/pull/160655
>From aae42457501c44b6c21303cc014b849b84dc0b5b Mon Sep 17 00:00:00 2001
From: mingzheTerapines <mingzhe.zhang at terapines.com>
Date: Thu, 25 Sep 2025 15:12:26 +0800
Subject: [PATCH 1/2] [mlir][Bufferization] Accelerate bufferization pass
Accelerate bufferization pass by caching the result of getAliasingOpOperands function.
---
.../IR/BufferizableOpInterface.h | 3 +++
.../IR/BufferizableOpInterface.cpp | 23 +++++++++++++++----
2 files changed, 22 insertions(+), 4 deletions(-)
diff --git a/mlir/include/mlir/Dialect/Bufferization/IR/BufferizableOpInterface.h b/mlir/include/mlir/Dialect/Bufferization/IR/BufferizableOpInterface.h
index f3b34f9fded7f..12ea3c81615a1 100644
--- a/mlir/include/mlir/Dialect/Bufferization/IR/BufferizableOpInterface.h
+++ b/mlir/include/mlir/Dialect/Bufferization/IR/BufferizableOpInterface.h
@@ -577,6 +577,9 @@ class AnalysisState {
/// regions.
DenseMap<std::pair<Operation *, Operation *>, bool>
insideMutuallyExclusiveRegionsCache;
+
+ /// Cache for getAliasingOpOperands results to avoid expensive recomputation.
+ mutable DenseMap<Value, AliasingOpOperandList> aliasingOpOperandsCache;
};
/// BufferizationState provides information about the state of the IR during the
diff --git a/mlir/lib/Dialect/Bufferization/IR/BufferizableOpInterface.cpp b/mlir/lib/Dialect/Bufferization/IR/BufferizableOpInterface.cpp
index f7b0b87085f3d..0d8f3c331410d 100644
--- a/mlir/lib/Dialect/Bufferization/IR/BufferizableOpInterface.cpp
+++ b/mlir/lib/Dialect/Bufferization/IR/BufferizableOpInterface.cpp
@@ -119,6 +119,7 @@ bool AnalysisState::insideMutuallyExclusiveRegions(Operation *op0,
void AnalysisState::resetCache() {
enclosingRepetitiveRegionCache.clear();
insideMutuallyExclusiveRegionsCache.clear();
+ aliasingOpOperandsCache.clear();
}
SymbolTableCollection &BufferizationState::getSymbolTables() {
@@ -413,12 +414,26 @@ static void setInsertionPointAfter(OpBuilder &b, Value value) {
/// Determine which OpOperand* will alias with `value` if the op is bufferized
/// in place. Return all tensor OpOperand* if the op is not bufferizable.
AliasingOpOperandList AnalysisState::getAliasingOpOperands(Value value) const {
+ // Check cache first
+ auto it = aliasingOpOperandsCache.find(value);
+ if (it != aliasingOpOperandsCache.end()) {
+ return it->second;
+ }
+
+ AliasingOpOperandList result;
if (Operation *op = getOwnerOfValue(value))
if (auto bufferizableOp = getOptions().dynCastBufferizableOp(op))
- return bufferizableOp.getAliasingOpOperands(value, *this);
-
- // The op is not bufferizable.
- return detail::unknownGetAliasingOpOperands(value);
+ result = bufferizableOp.getAliasingOpOperands(value, *this);
+ else
+ // The op is not bufferizable.
+ result = detail::unknownGetAliasingOpOperands(value);
+ else
+ // The op is not bufferizable.
+ result = detail::unknownGetAliasingOpOperands(value);
+
+ // Cache the result
+ aliasingOpOperandsCache[value] = result;
+ return result;
}
/// Determine which Values will alias with `opOperand` if the op is bufferized
>From 7869225e0bc7fbc50d30db6415364c98599fbeee Mon Sep 17 00:00:00 2001
From: mingzheTerapines <mingzhe.zhang at terapines.com>
Date: Fri, 26 Sep 2025 13:19:19 +0800
Subject: [PATCH 2/2] put code to lambda and check in debug build
---
.../IR/BufferizableOpInterface.cpp | 31 ++++++++++++-------
1 file changed, 20 insertions(+), 11 deletions(-)
diff --git a/mlir/lib/Dialect/Bufferization/IR/BufferizableOpInterface.cpp b/mlir/lib/Dialect/Bufferization/IR/BufferizableOpInterface.cpp
index 0d8f3c331410d..2ca21ab8f3404 100644
--- a/mlir/lib/Dialect/Bufferization/IR/BufferizableOpInterface.cpp
+++ b/mlir/lib/Dialect/Bufferization/IR/BufferizableOpInterface.cpp
@@ -414,24 +414,33 @@ static void setInsertionPointAfter(OpBuilder &b, Value value) {
/// Determine which OpOperand* will alias with `value` if the op is bufferized
/// in place. Return all tensor OpOperand* if the op is not bufferizable.
AliasingOpOperandList AnalysisState::getAliasingOpOperands(Value value) const {
+ // Lambda to compute aliasing operands
+ auto computeAliasingOpOperands = [&]() -> AliasingOpOperandList {
+ AliasingOpOperandList result;
+ if (Operation *op = getOwnerOfValue(value))
+ if (auto bufferizableOp = getOptions().dynCastBufferizableOp(op))
+ result = bufferizableOp.getAliasingOpOperands(value, *this);
+ else
+ // The op is not bufferizable.
+ result = detail::unknownGetAliasingOpOperands(value);
+ else
+ // The op is not bufferizable.
+ result = detail::unknownGetAliasingOpOperands(value);
+ return result;
+ };
+
// Check cache first
auto it = aliasingOpOperandsCache.find(value);
if (it != aliasingOpOperandsCache.end()) {
+#ifndef NDEBUG
+ assert(it->second == computeAliasingOpOperands() &&
+ "inconsistent cache result");
+#endif // NDEBUG
return it->second;
}
- AliasingOpOperandList result;
- if (Operation *op = getOwnerOfValue(value))
- if (auto bufferizableOp = getOptions().dynCastBufferizableOp(op))
- result = bufferizableOp.getAliasingOpOperands(value, *this);
- else
- // The op is not bufferizable.
- result = detail::unknownGetAliasingOpOperands(value);
- else
- // The op is not bufferizable.
- result = detail::unknownGetAliasingOpOperands(value);
-
// Cache the result
+ AliasingOpOperandList result = computeAliasingOpOperands();
aliasingOpOperandsCache[value] = result;
return result;
}
More information about the Mlir-commits
mailing list