MemRefTransformOps.cpp

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//===- MemRefTransformOps.cpp - Implementation of Memref transform ops ----===//
//
// 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/MemRef/TransformOps/MemRefTransformOps.h"
 
#include "mlir/Analysis/DataLayoutAnalysis.h"
#include "mlir/Conversion/LLVMCommon/TypeConverter.h"
#include "mlir/Dialect/Affine/IR/AffineOps.h"
#include "mlir/Dialect/Arith/IR/Arith.h"
#include "mlir/Dialect/MemRef/IR/MemRef.h"
#include "mlir/Dialect/MemRef/Transforms/Passes.h"
#include "mlir/Dialect/MemRef/Transforms/Transforms.h"
#include "mlir/Dialect/MemRef/Utils/MemRefUtils.h"
#include "mlir/Dialect/NVGPU/IR/NVGPUDialect.h"
#include "mlir/Dialect/SCF/IR/SCF.h"
#include "mlir/Dialect/Transform/IR/TransformDialect.h"
#include "mlir/Dialect/Transform/IR/TransformInterfaces.h"
#include "mlir/Dialect/Vector/IR/VectorOps.h"
#include "mlir/Dialect/Vector/Transforms/VectorTransforms.h"
#include "mlir/Interfaces/LoopLikeInterface.h"
#include "mlir/Transforms/GreedyPatternRewriteDriver.h"
#include "llvm/Support/Debug.h"
 
using namespace mlir;
 
#define DEBUG_TYPE "memref-transforms"
#define DBGS() (llvm::dbgs() << '[' << DEBUG_TYPE << "] ")
 
//===----------------------------------------------------------------------===//
// Apply...ConversionPatternsOp
//===----------------------------------------------------------------------===//
 
std::unique_ptr<TypeConverter>
transform::MemrefToLLVMTypeConverterOp::getTypeConverter() {
  LowerToLLVMOptions options(getContext());
  options.allocLowering =
      (getUseAlignedAlloc() ? LowerToLLVMOptions::AllocLowering::AlignedAlloc
                            : LowerToLLVMOptions::AllocLowering::Malloc);
  options.useGenericFunctions = getUseGenericFunctions();
 
  if (getIndexBitwidth() != kDeriveIndexBitwidthFromDataLayout)
    options.overrideIndexBitwidth(getIndexBitwidth());
 
  // TODO: the following two options don't really make sense for
  // memref_to_llvm_type_converter specifically but we should have a single
  // to_llvm_type_converter.
  if (getDataLayout().has_value())
    options.dataLayout = llvm::DataLayout(getDataLayout().value());
  options.useBarePtrCallConv = getUseBarePtrCallConv();
 
  return std::make_unique<LLVMTypeConverter>(getContext(), options);
}
 
StringRef transform::MemrefToLLVMTypeConverterOp::getTypeConverterType() {
  return "LLVMTypeConverter";
}
 
//===----------------------------------------------------------------------===//
// Apply...PatternsOp
//===----------------------------------------------------------------------===//
 
namespace {
class AllocToAllocaPattern : public OpRewritePattern<memref::AllocOp> {
public:
  explicit AllocToAllocaPattern(Operation *analysisRoot, int64_t maxSize = 0)
      : OpRewritePattern<memref::AllocOp>(analysisRoot->getContext()),
        dataLayoutAnalysis(analysisRoot), maxSize(maxSize) {}
 
  LogicalResult matchAndRewrite(memref::AllocOp op,
                                PatternRewriter &rewriter) const override {
    return success(memref::allocToAlloca(
        rewriter, op, [this](memref::AllocOp alloc, memref::DeallocOp dealloc) {
          MemRefType type = alloc.getMemref().getType();
          if (!type.hasStaticShape())
            return false;
 
          const DataLayout &dataLayout = dataLayoutAnalysis.getAtOrAbove(alloc);
          int64_t elementSize = dataLayout.getTypeSize(type.getElementType());
          return maxSize == 0 || type.getNumElements() * elementSize < maxSize;
        }));
  }
 
private:
  DataLayoutAnalysis dataLayoutAnalysis;
  int64_t maxSize;
};
} // namespace
 
void transform::ApplyAllocToAllocaOp::populatePatterns(
    RewritePatternSet &patterns) {}
 
void transform::ApplyAllocToAllocaOp::populatePatternsWithState(
    RewritePatternSet &patterns, transform::TransformState &state) {
  patterns.insert<AllocToAllocaPattern>(
      state.getTopLevel(), static_cast<int64_t>(getSizeLimit().value_or(0)));
}
 
void transform::ApplyExpandOpsPatternsOp::populatePatterns(
    RewritePatternSet &patterns) {
  memref::populateExpandOpsPatterns(patterns);
}
 
void transform::ApplyExpandStridedMetadataPatternsOp::populatePatterns(
    RewritePatternSet &patterns) {
  memref::populateExpandStridedMetadataPatterns(patterns);
}
 
void transform::ApplyExtractAddressComputationsPatternsOp::populatePatterns(
    RewritePatternSet &patterns) {
  memref::populateExtractAddressComputationsPatterns(patterns);
}
 
void transform::ApplyFoldMemrefAliasOpsPatternsOp::populatePatterns(
    RewritePatternSet &patterns) {
  memref::populateFoldMemRefAliasOpPatterns(patterns);
}
 
void transform::ApplyResolveRankedShapedTypeResultDimsPatternsOp::
    populatePatterns(RewritePatternSet &patterns) {
  memref::populateResolveRankedShapedTypeResultDimsPatterns(patterns);
}
 
//===----------------------------------------------------------------------===//
// AllocaToGlobalOp
//===----------------------------------------------------------------------===//
 
DiagnosedSilenceableFailure
transform::MemRefAllocaToGlobalOp::apply(transform::TransformRewriter &rewriter,
                                         transform::TransformResults &results,
                                         transform::TransformState &state) {
  auto allocaOps = state.getPayloadOps(getAlloca());
 
  SmallVector<memref::GlobalOp> globalOps;
  SmallVector<memref::GetGlobalOp> getGlobalOps;
 
  // Transform `memref.alloca`s.
  for (auto *op : allocaOps) {
    auto alloca = cast<memref::AllocaOp>(op);
    MLIRContext *ctx = rewriter.getContext();
    Location loc = alloca->getLoc();
 
    memref::GlobalOp globalOp;
    {
      // Find nearest symbol table.
      Operation *symbolTableOp = SymbolTable::getNearestSymbolTable(op);
      assert(symbolTableOp && "expected alloca payload to be in symbol table");
      SymbolTable symbolTable(symbolTableOp);
 
      // Insert a `memref.global` into the symbol table.
      Type resultType = alloca.getResult().getType();
      OpBuilder builder(rewriter.getContext());
      // TODO: Add a better builder for this.
      globalOp = builder.create<memref::GlobalOp>(
          loc, StringAttr::get(ctx, "alloca"), StringAttr::get(ctx, "private"),
          TypeAttr::get(resultType), Attribute{}, UnitAttr{}, IntegerAttr{});
      symbolTable.insert(globalOp);
    }
 
    // Replace the `memref.alloca` with a `memref.get_global` accessing the
    // global symbol inserted above.
    rewriter.setInsertionPoint(alloca);
    auto getGlobalOp = rewriter.replaceOpWithNewOp<memref::GetGlobalOp>(
        alloca, globalOp.getType(), globalOp.getName());
 
    globalOps.push_back(globalOp);
    getGlobalOps.push_back(getGlobalOp);
  }
 
  // Assemble results.
  results.set(getGlobal().cast<OpResult>(), globalOps);
  results.set(getGetGlobal().cast<OpResult>(), getGlobalOps);
 
  return DiagnosedSilenceableFailure::success();
}
 
void transform::MemRefAllocaToGlobalOp::getEffects(
    SmallVectorImpl<MemoryEffects::EffectInstance> &effects) {
  producesHandle(getGlobal(), effects);
  producesHandle(getGetGlobal(), effects);
  consumesHandle(getAlloca(), effects);
  modifiesPayload(effects);
}
 
//===----------------------------------------------------------------------===//
// MemRefMultiBufferOp
//===----------------------------------------------------------------------===//
 
DiagnosedSilenceableFailure transform::MemRefMultiBufferOp::apply(
    transform::TransformRewriter &rewriter,
    transform::TransformResults &transformResults,
    transform::TransformState &state) {
  SmallVector<Operation *> results;
  for (Operation *op : state.getPayloadOps(getTarget())) {
    bool canApplyMultiBuffer = true;
    auto target = cast<memref::AllocOp>(op);
    LLVM_DEBUG(DBGS() << "Start multibuffer transform op: " << target << "\n";);
    // Skip allocations not used in a loop.
    for (Operation *user : target->getUsers()) {
      if (isa<memref::DeallocOp>(user))
        continue;
      auto loop = user->getParentOfType<LoopLikeOpInterface>();
      if (!loop) {
        LLVM_DEBUG(DBGS() << "--allocation not used in a loop\n";
                   DBGS() << "----due to user: " << *user;);
        canApplyMultiBuffer = false;
        break;
      }
    }
    if (!canApplyMultiBuffer) {
      LLVM_DEBUG(DBGS() << "--cannot apply multibuffering -> Skip\n";);
      continue;
    }
 
    auto newBuffer =
        memref::multiBuffer(rewriter, target, getFactor(), getSkipAnalysis());
 
    if (failed(newBuffer)) {
      LLVM_DEBUG(DBGS() << "--op failed to multibuffer\n";);
      return emitSilenceableFailure(target->getLoc())
             << "op failed to multibuffer";
    }
 
    results.push_back(*newBuffer);
  }
  transformResults.set(cast<OpResult>(getResult()), results);
  return DiagnosedSilenceableFailure::success();
}
 
//===----------------------------------------------------------------------===//
// MemRefEraseDeadAllocAndStoresOp
//===----------------------------------------------------------------------===//
 
DiagnosedSilenceableFailure
transform::MemRefEraseDeadAllocAndStoresOp::applyToOne(
    transform::TransformRewriter &rewriter, Operation *target,
    transform::ApplyToEachResultList &results,
    transform::TransformState &state) {
  // Apply store to load forwarding and dead store elimination.
  vector::transferOpflowOpt(rewriter, target);
  memref::eraseDeadAllocAndStores(rewriter, target);
  return DiagnosedSilenceableFailure::success();
}
 
void transform::MemRefEraseDeadAllocAndStoresOp::getEffects(
    SmallVectorImpl<MemoryEffects::EffectInstance> &effects) {
  transform::onlyReadsHandle(getTarget(), effects);
  transform::modifiesPayload(effects);
}
void transform::MemRefEraseDeadAllocAndStoresOp::build(OpBuilder &builder,
                                                       OperationState &result,
                                                       Value target) {
  result.addOperands(target);
}
 
//===----------------------------------------------------------------------===//
// MemRefMakeLoopIndependentOp
//===----------------------------------------------------------------------===//
 
DiagnosedSilenceableFailure transform::MemRefMakeLoopIndependentOp::applyToOne(
    transform::TransformRewriter &rewriter, Operation *target,
    transform::ApplyToEachResultList &results,
    transform::TransformState &state) {
  // Gather IVs.
  SmallVector<Value> ivs;
  Operation *nextOp = target;
  for (uint64_t i = 0, e = getNumLoops(); i < e; ++i) {
    nextOp = nextOp->getParentOfType<scf::ForOp>();
    if (!nextOp) {
      DiagnosedSilenceableFailure diag = emitSilenceableError()
                                         << "could not find " << i
                                         << "-th enclosing loop";
      diag.attachNote(target->getLoc()) << "target op";
      return diag;
    }
    ivs.push_back(cast<scf::ForOp>(nextOp).getInductionVar());
  }
 
  // Rewrite IR.
  FailureOr<Value> replacement = failure();
  if (auto allocaOp = dyn_cast<memref::AllocaOp>(target)) {
    replacement = memref::replaceWithIndependentOp(rewriter, allocaOp, ivs);
  } else {
    DiagnosedSilenceableFailure diag = emitSilenceableError()
                                       << "unsupported target op";
    diag.attachNote(target->getLoc()) << "target op";
    return diag;
  }
  if (failed(replacement)) {
    DiagnosedSilenceableFailure diag =
        emitSilenceableError() << "could not make target op loop-independent";
    diag.attachNote(target->getLoc()) << "target op";
    return diag;
  }
  results.push_back(replacement->getDefiningOp());
  return DiagnosedSilenceableFailure::success();
}
 
//===----------------------------------------------------------------------===//
// Transform op registration
//===----------------------------------------------------------------------===//
 
namespace {
class MemRefTransformDialectExtension
    : public transform::TransformDialectExtension<
          MemRefTransformDialectExtension> {
public:
  using Base::Base;
 
  void init() {
    declareGeneratedDialect<affine::AffineDialect>();
    declareGeneratedDialect<arith::ArithDialect>();
    declareGeneratedDialect<memref::MemRefDialect>();
    declareGeneratedDialect<nvgpu::NVGPUDialect>();
    declareGeneratedDialect<vector::VectorDialect>();
 
    registerTransformOps<
#define GET_OP_LIST
#include "mlir/Dialect/MemRef/TransformOps/MemRefTransformOps.cpp.inc"
        >();
  }
};
} // namespace
 
#define GET_OP_CLASSES
#include "mlir/Dialect/MemRef/TransformOps/MemRefTransformOps.cpp.inc"
 
void mlir::memref::registerTransformDialectExtension(
    DialectRegistry &registry) {
  registry.addExtensions<MemRefTransformDialectExtension>();
}