//===- VectorToLLVM.cpp - Conversion from Vector to the LLVM dialect ------===// // // 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/VectorToLLVM/ConvertVectorToLLVM.h" #include "../PassDetail.h" #include "mlir/Conversion/ArmSVEToLLVM/ArmSVEToLLVM.h" #include "mlir/Conversion/StandardToLLVM/ConvertStandardToLLVM.h" #include "mlir/Conversion/StandardToLLVM/ConvertStandardToLLVMPass.h" #include "mlir/Dialect/AMX/AMXDialect.h" #include "mlir/Dialect/AMX/Transforms.h" #include "mlir/Dialect/AVX512/AVX512Dialect.h" #include "mlir/Dialect/AVX512/Transforms.h" #include "mlir/Dialect/ArmNeon/ArmNeonDialect.h" #include "mlir/Dialect/ArmSVE/ArmSVEDialect.h" #include "mlir/Dialect/LLVMIR/LLVMArmSVEDialect.h" #include "mlir/Dialect/LLVMIR/LLVMDialect.h" #include "mlir/Dialect/MemRef/IR/MemRef.h" #include "mlir/Dialect/StandardOps/IR/Ops.h" #include "mlir/Dialect/Vector/VectorOps.h" #include "mlir/Transforms/GreedyPatternRewriteDriver.h" using namespace mlir; using namespace mlir::vector; namespace { struct LowerVectorToLLVMPass : public ConvertVectorToLLVMBase { LowerVectorToLLVMPass(const LowerVectorToLLVMOptions &options) { this->reassociateFPReductions = options.reassociateFPReductions; this->enableIndexOptimizations = options.enableIndexOptimizations; this->enableArmNeon = options.enableArmNeon; this->enableArmSVE = options.enableArmSVE; this->enableAMX = options.enableAMX; this->enableAVX512 = options.enableAVX512; } // Override explicitly to allow conditional dialect dependence. void getDependentDialects(DialectRegistry ®istry) const override { registry.insert(); registry.insert(); if (enableArmNeon) registry.insert(); if (enableArmSVE) registry.insert(); if (enableAMX) registry.insert(); if (enableAVX512) registry.insert(); } void runOnOperation() override; }; } // namespace void LowerVectorToLLVMPass::runOnOperation() { // Perform progressive lowering of operations on slices and // all contraction operations. Also applies folding and DCE. { RewritePatternSet patterns(&getContext()); populateVectorToVectorCanonicalizationPatterns(patterns); populateVectorSlicesLoweringPatterns(patterns); populateVectorContractLoweringPatterns(patterns); (void)applyPatternsAndFoldGreedily(getOperation(), std::move(patterns)); } // Convert to the LLVM IR dialect. LLVMTypeConverter converter(&getContext()); RewritePatternSet patterns(&getContext()); populateVectorMaskMaterializationPatterns(patterns, enableIndexOptimizations); populateVectorToLLVMMatrixConversionPatterns(converter, patterns); populateVectorToLLVMConversionPatterns(converter, patterns, reassociateFPReductions); populateVectorToLLVMMatrixConversionPatterns(converter, patterns); // Architecture specific augmentations. LLVMConversionTarget target(getContext()); target.addLegalOp(); target.addLegalDialect(); target.addLegalDialect(); target.addLegalOp(); if (enableArmNeon) { // TODO: we may or may not want to include in-dialect lowering to // LLVM-compatible operations here. So far, all operations in the dialect // can be translated to LLVM IR so there is no conversion necessary. target.addLegalDialect(); } if (enableArmSVE) { target.addLegalDialect(); target.addIllegalDialect(); auto hasScalableVectorType = [](TypeRange types) { for (Type type : types) if (type.isa()) return true; return false; }; // Remove any ArmSVE-specific types from function signatures and results. populateFuncOpTypeConversionPattern(patterns, converter); target.addDynamicallyLegalOp([hasScalableVectorType](FuncOp op) { return !hasScalableVectorType(op.getType().getInputs()) && !hasScalableVectorType(op.getType().getResults()); }); target.addDynamicallyLegalOp( [hasScalableVectorType](Operation *op) { return !hasScalableVectorType(op->getOperandTypes()) && !hasScalableVectorType(op->getResultTypes()); }); populateArmSVEToLLVMConversionPatterns(converter, patterns); } if (enableAMX) { configureAMXLegalizeForExportTarget(target); populateAMXLegalizeForLLVMExportPatterns(converter, patterns); } if (enableAVX512) { configureAVX512LegalizeForExportTarget(target); populateAVX512LegalizeForLLVMExportPatterns(converter, patterns); } if (failed( applyPartialConversion(getOperation(), target, std::move(patterns)))) signalPassFailure(); } std::unique_ptr> mlir::createConvertVectorToLLVMPass(const LowerVectorToLLVMOptions &options) { return std::make_unique(options); }