//===- 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/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/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/Pass/PassOptions.h" #include "mlir/Rewrite/FrozenRewritePatternSet.h" #include "mlir/Transforms/DialectConversion.h" #include #define DEBUG_TYPE "test-convert-to-spirv" 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 TestConvertToSPIRVPass final : PassWrapper> { Option runSignatureConversion{ *this, "run-signature-conversion", llvm::cl::desc( "Run function signature conversion to convert vector types"), llvm::cl::init(true)}; Option runVectorUnrolling{ *this, "run-vector-unrolling", llvm::cl::desc( "Run vector unrolling to convert vector types in function bodies"), llvm::cl::init(true)}; Option convertGPUModules{ *this, "convert-gpu-modules", llvm::cl::desc("Clone and convert GPU modules"), llvm::cl::init(false)}; Option nestInGPUModule{ *this, "nest-in-gpu-module", llvm::cl::desc("Put converted SPIR-V module inside the gpu.module " "instead of alongside it."), llvm::cl::init(false)}; MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestConvertToSPIRVPass) StringRef getArgument() const final { return "test-convert-to-spirv"; } StringRef getDescription() const final { return "Conversion to SPIR-V pass only used for internal tests."; } void getDependentDialects(DialectRegistry ®istry) const override { registry.insert(); registry.insert(); } TestConvertToSPIRVPass() = default; TestConvertToSPIRVPass(bool convertGPUModules, bool nestInGPUModule) { this->convertGPUModules = convertGPUModules; this->nestInGPUModule = nestInGPUModule; }; TestConvertToSPIRVPass(const TestConvertToSPIRVPass &) {} 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 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 gpuModules; OpBuilder builder(context); op->walk([&](gpu::GPUModuleOp gpuModule) { if (nestInGPUModule) builder.setInsertionPointToStart(gpuModule.getBody()); else 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 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 namespace mlir::test { void registerTestConvertToSPIRVPass() { PassRegistration(); } std::unique_ptr createTestConvertToSPIRVPass(bool convertGPUModules, bool nestInGPUModule) { return std::make_unique(convertGPUModules, nestInGPUModule); } } // namespace mlir::test