[Mlir-commits] [mlir] [mlir][mesh] Add endomorphism simplification for all-reduce (PR #73150)

Mehdi Amini llvmlistbot at llvm.org
Thu Dec 7 21:30:10 PST 2023


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@@ -0,0 +1,189 @@
+//===- HomomorphismSimplification.h -----------------------------*- C++ -*-===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+
+#ifndef MLIR_TRANSFORMS_SIMPLIFY_HOMOMORPHISM_H_
+#define MLIR_TRANSFORMS_SIMPLIFY_HOMOMORPHISM_H_
+
+#include "mlir/IR/IRMapping.h"
+#include "mlir/IR/PatternMatch.h"
+#include "mlir/IR/Value.h"
+#include "mlir/Support/LLVM.h"
+#include "mlir/Support/LogicalResult.h"
+#include "llvm/ADT/SmallVector.h"
+#include "llvm/Support/Casting.h"
+#include <iterator>
+#include <optional>
+#include <type_traits>
+#include <utility>
+
+namespace mlir {
+
+// If `h` is an homomorphism with respect to the source algebraic structure
+// induced by function `s` and the target algebraic structure induced by
+// function `t`, transforms `s(h(x1), h(x2) ..., h(xn))` into
+// `h(t(x1, x2, ..., xn))`.
+//
+// Functors:
+// ---------
+// `GetHomomorphismOpOperandFn`: `(Operation*) -> OpOperand*`
+// Returns the operand relevant to the homomorphism.
+// There may be other operands that are not relevant.
+//
+// `GetHomomorphismOpResultFn`: `(Operation*) -> OpResult`
+// Returns the result relevant to the homomorphism.
+//
+// `GetSourceAlgebraicOpOperandsFn`: `(Operation*, SmallVector<OpOperand*>&) ->
+// void` Populates into the vector the operands relevant to the homomorphism.
+//
+// `GetSourceAlgebraicOpResultFn`: `(Operation*) -> OpResult`
+//  Return the result of the source algebraic operation relevant to the
+//  homomorphism.
+//
+// `GetTargetAlgebraicOpResultFn`: `(Operation*) -> OpResult`
+//  Return the result of the target algebraic operation relevant to the
+//  homomorphism.
+//
+// `IsHomomorphismOpFn`: `(Operation*, std::optional<Operation*>) -> bool`
+// Check if the operation is an homomorphism of the required type.
+// Additionally if the optional is present checks if the operations are
+// compatible homomorphisms.
+//
+// `IsSourceAlgebraicOpFn`: `(Operation*) -> bool`
+// Check if the operation is an operation of the algebraic structure.
+//
+// `CreateTargetAlgebraicOpFn`: `(Operation*, IRMapping& operandsRemapping,
+// PatternRewriter &rewriter) -> Operation*`
+template <typename GetHomomorphismOpOperandFn,
+          typename GetHomomorphismOpResultFn,
+          typename GetSourceAlgebraicOpOperandsFn,
+          typename GetSourceAlgebraicOpResultFn,
+          typename GetTargetAlgebraicOpResultFn, typename IsHomomorphismOpFn,
+          typename IsSourceAlgebraicOpFn, typename CreateTargetAlgebraicOpFn>
+struct HomomorphismSimplification : public RewritePattern {
+  template <typename GetHomomorphismOpOperandFnArg,
+            typename GetHomomorphismOpResultFnArg,
+            typename GetSourceAlgebraicOpOperandsFnArg,
+            typename GetSourceAlgebraicOpResultFnArg,
+            typename GetTargetAlgebraicOpResultFnArg,
+            typename IsHomomorphismOpFnArg, typename IsSourceAlgebraicOpFnArg,
+            typename CreateTargetAlgebraicOpFnArg,
+            typename... RewritePatternArgs>
+  HomomorphismSimplification(
+      GetHomomorphismOpOperandFnArg &&getHomomorphismOpOperand,
+      GetHomomorphismOpResultFnArg &&getHomomorphismOpResult,
+      GetSourceAlgebraicOpOperandsFnArg &&getSourceAlgebraicOpOperands,
+      GetSourceAlgebraicOpResultFnArg &&getSourceAlgebraicOpResult,
+      GetTargetAlgebraicOpResultFnArg &&getTargetAlgebraicOpResult,
+      IsHomomorphismOpFnArg &&isHomomorphismOp,
+      IsSourceAlgebraicOpFnArg &&isSourceAlgebraicOp,
+      CreateTargetAlgebraicOpFnArg &&createTargetAlgebraicOpFn,
+      RewritePatternArgs &&...args)
+      : RewritePattern(std::forward<RewritePatternArgs>(args)...),
+        getHomomorphismOpOperand(std::forward<GetHomomorphismOpOperandFnArg>(
+            getHomomorphismOpOperand)),
+        getHomomorphismOpResult(std::forward<GetHomomorphismOpResultFnArg>(
+            getHomomorphismOpResult)),
+        getSourceAlgebraicOpOperands(
+            std::forward<GetSourceAlgebraicOpOperandsFnArg>(
+                getSourceAlgebraicOpOperands)),
+        getSourceAlgebraicOpResult(
+            std::forward<GetSourceAlgebraicOpResultFnArg>(
+                getSourceAlgebraicOpResult)),
+        getTargetAlgebraicOpResult(
+            std::forward<GetTargetAlgebraicOpResultFnArg>(
+                getTargetAlgebraicOpResult)),
+        isHomomorphismOp(std::forward<IsHomomorphismOpFnArg>(isHomomorphismOp)),
+        isSourceAlgebraicOp(
+            std::forward<IsSourceAlgebraicOpFnArg>(isSourceAlgebraicOp)),
+        createTargetAlgebraicOpFn(std::forward<CreateTargetAlgebraicOpFnArg>(
+            createTargetAlgebraicOpFn)) {}
+
+  LogicalResult matchAndRewrite(Operation *op,
+                                PatternRewriter &rewriter) const override {
+    if (failed(matchOp(op, algebraicOpOperands))) {
+      return failure();
+    }
+    return rewriteOp(op, algebraicOpOperands, rewriter);
+  }
+
+private:
+  LogicalResult
+  matchOp(Operation *sourceAlgebraicOp,
+          SmallVector<OpOperand *> &sourceAlgebraicOpOperands) const {
+    if (!isSourceAlgebraicOp(sourceAlgebraicOp)) {
+      return failure();
+    }
+    sourceAlgebraicOpOperands.clear();
+    getSourceAlgebraicOpOperands(sourceAlgebraicOp, sourceAlgebraicOpOperands);
+    if (sourceAlgebraicOpOperands.empty()) {
+      return failure();
+    }
+
+    Operation *firstHomomorphismOp =
+        sourceAlgebraicOpOperands.front()->get().getDefiningOp();
+    if (!firstHomomorphismOp ||
+        !isHomomorphismOp(firstHomomorphismOp, std::nullopt)) {
+      return failure();
+    }
+    OpResult firstHomomorphismOpResult =
+        getHomomorphismOpResult(firstHomomorphismOp);
+    if (firstHomomorphismOpResult != sourceAlgebraicOpOperands.front()->get()) {
+      return failure();
+    }
+
+    for (auto operand : sourceAlgebraicOpOperands) {
+      Operation *homomorphismOp = operand->get().getDefiningOp();
+      if (!homomorphismOp ||
+          !isHomomorphismOp(homomorphismOp, firstHomomorphismOp)) {
+        return failure();
+      }
+    }
+    return success();
+  }
+
+  LogicalResult
+  rewriteOp(Operation *sourceAlgebraicOp,
+            const SmallVector<OpOperand *> &sourceAlgebraicOpOperands,
+            PatternRewriter &rewriter) const {
+    irMapping.clear();
+    for (auto operand : sourceAlgebraicOpOperands) {
+      Operation *homomorphismOp = operand->get().getDefiningOp();
+      irMapping.map(operand->get(),
+                    getHomomorphismOpOperand(homomorphismOp)->get());
+    }
+    Operation *targetAlgebraicOp =
+        createTargetAlgebraicOpFn(sourceAlgebraicOp, irMapping, rewriter);
+
+    irMapping.clear();
+    assert(!sourceAlgebraicOpOperands.empty());
+    Operation *firstHomomorphismOp =
+        sourceAlgebraicOpOperands[0]->get().getDefiningOp();
+    irMapping.map(getHomomorphismOpOperand(firstHomomorphismOp)->get(),
+                  getTargetAlgebraicOpResult(targetAlgebraicOp));
+    Operation *newHomomorphismOp =
+        rewriter.clone(*firstHomomorphismOp, irMapping);
+    rewriter.replaceAllUsesWith(getSourceAlgebraicOpResult(sourceAlgebraicOp),
+                                getHomomorphismOpResult(newHomomorphismOp));
+    return success();
+  }
+
+  GetHomomorphismOpOperandFn getHomomorphismOpOperand;
+  GetHomomorphismOpResultFn getHomomorphismOpResult;
+  GetSourceAlgebraicOpOperandsFn getSourceAlgebraicOpOperands;
+  GetSourceAlgebraicOpResultFn getSourceAlgebraicOpResult;
+  GetTargetAlgebraicOpResultFn getTargetAlgebraicOpResult;
+  IsHomomorphismOpFn isHomomorphismOp;
+  IsSourceAlgebraicOpFn isSourceAlgebraicOp;
+  CreateTargetAlgebraicOpFn createTargetAlgebraicOpFn;
+  mutable SmallVector<OpOperand *> algebraicOpOperands;
+  mutable IRMapping irMapping;
----------------
joker-eph wrote:

Actually I was wrong about threading, after building a "FrozenPatternSet" I believe we may be reusing them in cloned pass that be threaded, so this would be a race: https://github.com/llvm/llvm-project/blob/main/mlir/lib/Transforms/Canonicalizer.cpp#L69

https://github.com/llvm/llvm-project/pull/73150


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