MoveAccumulatorForContractLoop.cpp

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//===- MoveAccumulatorForContractLoop.cpp ---------------------------------===//
//
// 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
//
//===----------------------------------------------------------------------===//
 
#include "mlir/Dialect/SCF/IR/SCF.h"
#include "mlir/Dialect/Vector/IR/VectorOps.h"
#include "mlir/Dialect/Vector/Utils/VectorUtils.h"
#include "mlir/Dialect/X86/Transforms.h"
#include "mlir/Dialect/X86/Utils/X86Utils.h"
#include "mlir/Dialect/X86/X86Dialect.h"
 
#include "mlir/IR/BuiltinAttributes.h"
#include "mlir/IR/Dominance.h"
#include "mlir/IR/PatternMatch.h"
#include "llvm/Support/Casting.h"
 
#include "mlir/Pass/Pass.h"
#include "mlir/Transforms/GreedyPatternRewriteDriver.h"
 
using namespace mlir;
using namespace mlir::vector;
using namespace mlir::x86;
 
namespace {
// Transforms vector.contract(A, B, Acc) into vector.contract(A, B, 0) + Acc
// to decouple the contraction computation from the accumulator update.
struct MoveAccumulatorForContractLoop
    : public OpRewritePattern<vector::ContractionOp> {
  using OpRewritePattern<vector::ContractionOp>::OpRewritePattern;
 
  LogicalResult matchAndRewrite(vector::ContractionOp contractOp,
                                PatternRewriter &rewriter) const override {
 
    if (contractOp.getKind() != vector::CombiningKind::ADD)
      return rewriter.notifyMatchFailure(contractOp,
                                         "Expects add combining kind.");
 
    Operation *accReadOp =
        traceToVectorReadLikeParentOperation(contractOp.getAcc());
 
    Value contractValue = contractionUsersAfterYield(contractOp.getResult());
 
    if (!contractValue)
      return rewriter.notifyMatchFailure(
          contractOp, "Final acc write might have multiple users.");
 
    Operation *resultUserOp = *contractValue.getUsers().begin();
 
    if (!accReadOp || !resultUserOp)
      return rewriter.notifyMatchFailure(
          contractOp, "Read from acc matrix is not by "
                      "transfer_read/load/constant_zero or multiple users of "
                      "contract operation.");
 
    if (isa<arith::ConstantOp>(accReadOp))
      return rewriter.notifyMatchFailure(
          contractOp,
          "The input acc to contract is already a constant vector.");
 
    if ((accReadOp->getBlock() == contractOp->getBlock()) ||
        (resultUserOp->getBlock() == contractOp->getBlock()))
      return rewriter.notifyMatchFailure(
          contractOp, "Acc read/write should be in a separate block.");
 
    // Replace acc of a contraction operation with vector constant.
    Value accValue = accReadOp->getResult(0);
    if (!accValue.hasOneUse())
      return rewriter.notifyMatchFailure(
          contractOp, "The input accumulator has multiple users.");
 
    Operation *firstUser = *accValue.getUsers().begin();
    rewriter.setInsertionPoint(firstUser);
 
    auto vecTy = dyn_cast<VectorType>(accValue.getType());
    if (!vecTy)
      return rewriter.notifyMatchFailure(contractOp, "Expects vector type.");
 
    Location loc = accReadOp->getLoc();
    Type elemTy = vecTy.getElementType();
 
    Value zeroVec = arith::ConstantOp::create(
        rewriter, loc,
        DenseElementsAttr::get(vecTy, rewriter.getZeroAttr(elemTy)));
 
    accValue.replaceAllUsesWith(zeroVec);
 
    // Adds the initial acc value with contract results before storing to acc
    // matrix.
    rewriter.setInsertionPoint(resultUserOp);
    Location locUser = resultUserOp->getLoc();
 
    Value addition;
 
    if (isa<FloatType>(elemTy)) {
      addition =
          arith::AddFOp::create(rewriter, locUser, contractValue, accValue);
    } else if (isa<IntegerType>(elemTy)) {
      addition =
          arith::AddIOp::create(rewriter, locUser, contractValue, accValue);
    } else {
      llvm_unreachable("expected floating-point or integer element type");
    }
 
    resultUserOp->replaceUsesOfWith(contractValue, addition);
    return success();
  }
};
 
} // namespace
 
void x86::populateMoveAccumulatorForContractLoopPatterns(
    RewritePatternSet &patterns) {
  patterns.add<MoveAccumulatorForContractLoop>(patterns.getContext());
}