ConvertToSPIRVPass.cpp

Go to the documentation of this file.

//===- ConvertToSPIRVPass.cpp - MLIR SPIR-V Conversion --------------------===//
//
// 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/Conversion/ConvertToSPIRV/ConvertToSPIRVPass.h"
#include "mlir/Conversion/ArithToSPIRV/ArithToSPIRV.h"
#include "mlir/Conversion/FuncToSPIRV/FuncToSPIRV.h"
#include "mlir/Conversion/GPUToSPIRV/GPUToSPIRV.h"
#include "mlir/Conversion/IndexToSPIRV/IndexToSPIRV.h"
#include "mlir/Conversion/MemRefToSPIRV/MemRefToSPIRV.h"
#include "mlir/Conversion/SCFToSPIRV/SCFToSPIRV.h"
#include "mlir/Conversion/UBToSPIRV/UBToSPIRV.h"
#include "mlir/Conversion/VectorToSPIRV/VectorToSPIRV.h"
#include "mlir/Dialect/Arith/Transforms/Passes.h"
#include "mlir/Dialect/GPU/IR/GPUDialect.h"
#include "mlir/Dialect/SPIRV/IR/SPIRVAttributes.h"
#include "mlir/Dialect/SPIRV/IR/SPIRVDialect.h"
#include "mlir/Dialect/SPIRV/Transforms/SPIRVConversion.h"
#include "mlir/Dialect/Vector/IR/VectorOps.h"
#include "mlir/Dialect/Vector/Transforms/LoweringPatterns.h"
#include "mlir/Dialect/Vector/Transforms/VectorRewritePatterns.h"
#include "mlir/IR/PatternMatch.h"
#include "mlir/Pass/Pass.h"
#include "mlir/Rewrite/FrozenRewritePatternSet.h"
#include "mlir/Transforms/DialectConversion.h"
#include "mlir/Transforms/GreedyPatternRewriteDriver.h"
#include <memory>
 
#define DEBUG_TYPE "convert-to-spirv"
 
namespace mlir {
#define GEN_PASS_DEF_CONVERTTOSPIRVPASS
#include "mlir/Conversion/Passes.h.inc"
} // namespace mlir
 
using namespace mlir;
 
namespace {
 
/// Map memRef memory space to SPIR-V storage class.
void mapToMemRef(Operation *op, spirv::TargetEnvAttr &targetAttr) {
  spirv::TargetEnv targetEnv(targetAttr);
  bool targetEnvSupportsKernelCapability =
      targetEnv.allows(spirv::Capability::Kernel);
  spirv::MemorySpaceToStorageClassMap memorySpaceMap =
      targetEnvSupportsKernelCapability
          ? spirv::mapMemorySpaceToOpenCLStorageClass
          : spirv::mapMemorySpaceToVulkanStorageClass;
  spirv::MemorySpaceToStorageClassConverter converter(memorySpaceMap);
  spirv::convertMemRefTypesAndAttrs(op, converter);
}
 
/// Populate patterns for each dialect.
void populateConvertToSPIRVPatterns(const SPIRVTypeConverter &typeConverter,
                                    ScfToSPIRVContext &scfToSPIRVContext,
                                    RewritePatternSet &patterns) {
  arith::populateCeilFloorDivExpandOpsPatterns(patterns);
  arith::populateArithToSPIRVPatterns(typeConverter, patterns);
  populateBuiltinFuncToSPIRVPatterns(typeConverter, patterns);
  populateFuncToSPIRVPatterns(typeConverter, patterns);
  populateGPUToSPIRVPatterns(typeConverter, patterns);
  index::populateIndexToSPIRVPatterns(typeConverter, patterns);
  populateMemRefToSPIRVPatterns(typeConverter, patterns);
  populateVectorToSPIRVPatterns(typeConverter, patterns);
  populateSCFToSPIRVPatterns(typeConverter, scfToSPIRVContext, patterns);
  ub::populateUBToSPIRVConversionPatterns(typeConverter, patterns);
}
 
/// A pass to perform the SPIR-V conversion.
struct ConvertToSPIRVPass final
    : impl::ConvertToSPIRVPassBase<ConvertToSPIRVPass> {
  using ConvertToSPIRVPassBase::ConvertToSPIRVPassBase;
 
  void runOnOperation() override {
    Operation *op = getOperation();
    MLIRContext *context = &getContext();
 
    // Unroll vectors in function signatures to native size.
    if (runSignatureConversion && failed(spirv::unrollVectorsInSignatures(op)))
      return signalPassFailure();
 
    // Unroll vectors in function bodies to native size.
    if (runVectorUnrolling && failed(spirv::unrollVectorsInFuncBodies(op)))
      return signalPassFailure();
 
    // Generic conversion.
    if (!convertGPUModules) {
      spirv::TargetEnvAttr targetAttr = spirv::lookupTargetEnvOrDefault(op);
      std::unique_ptr<ConversionTarget> target =
          SPIRVConversionTarget::get(targetAttr);
      SPIRVTypeConverter typeConverter(targetAttr);
      RewritePatternSet patterns(context);
      ScfToSPIRVContext scfToSPIRVContext;
      mapToMemRef(op, targetAttr);
      populateConvertToSPIRVPatterns(typeConverter, scfToSPIRVContext,
                                     patterns);
      if (failed(applyPartialConversion(op, *target, std::move(patterns))))
        return signalPassFailure();
      return;
    }
 
    // Clone each GPU kernel module for conversion, given that the GPU
    // launch op still needs the original GPU kernel module.
    SmallVector<Operation *, 1> gpuModules;
    OpBuilder builder(context);
    op->walk([&](gpu::GPUModuleOp gpuModule) {
      builder.setInsertionPoint(gpuModule);
      gpuModules.push_back(builder.clone(*gpuModule));
    });
    // Run conversion for each module independently as they can have
    // different TargetEnv attributes.
    for (Operation *gpuModule : gpuModules) {
      spirv::TargetEnvAttr targetAttr =
          spirv::lookupTargetEnvOrDefault(gpuModule);
      std::unique_ptr<ConversionTarget> target =
          SPIRVConversionTarget::get(targetAttr);
      SPIRVTypeConverter typeConverter(targetAttr);
      RewritePatternSet patterns(context);
      ScfToSPIRVContext scfToSPIRVContext;
      mapToMemRef(gpuModule, targetAttr);
      populateConvertToSPIRVPatterns(typeConverter, scfToSPIRVContext,
                                     patterns);
      if (failed(applyFullConversion(gpuModule, *target, std::move(patterns))))
        return signalPassFailure();
    }
  }
};
 
} // namespace