//===- VectorToSPIRV.cpp - Vector to SPIR-V Patterns ----------------------===// // // 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 // //===----------------------------------------------------------------------===// // // This file implements patterns to convert Vector dialect to SPIRV dialect. // //===----------------------------------------------------------------------===// #include "mlir/Conversion/VectorToSPIRV/VectorToSPIRV.h" #include "../PassDetail.h" #include "mlir/Dialect/SPIRV/IR/SPIRVDialect.h" #include "mlir/Dialect/SPIRV/IR/SPIRVOps.h" #include "mlir/Dialect/SPIRV/IR/SPIRVTypes.h" #include "mlir/Dialect/SPIRV/Transforms/SPIRVConversion.h" #include "mlir/Dialect/Vector/IR/VectorOps.h" #include "mlir/IR/BuiltinAttributes.h" #include "mlir/Transforms/DialectConversion.h" #include "llvm/ADT/STLExtras.h" #include using namespace mlir; /// Gets the first integer value from `attr`, assuming it is an integer array /// attribute. static uint64_t getFirstIntValue(ArrayAttr attr) { return (*attr.getAsValueRange().begin()).getZExtValue(); } namespace { struct VectorBitcastConvert final : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::BitCastOp bitcastOp, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { auto dstType = getTypeConverter()->convertType(bitcastOp.getType()); if (!dstType) return failure(); if (dstType == adaptor.getSource().getType()) rewriter.replaceOp(bitcastOp, adaptor.getSource()); else rewriter.replaceOpWithNewOp(bitcastOp, dstType, adaptor.getSource()); return success(); } }; struct VectorBroadcastConvert final : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::BroadcastOp broadcastOp, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { if (broadcastOp.getSource().getType().isa() || !spirv::CompositeType::isValid(broadcastOp.getVectorType())) return failure(); SmallVector source(broadcastOp.getVectorType().getNumElements(), adaptor.getSource()); rewriter.replaceOpWithNewOp( broadcastOp, broadcastOp.getVectorType(), source); return success(); } }; struct VectorExtractOpConvert final : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::ExtractOp extractOp, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { // Only support extracting a scalar value now. VectorType resultVectorType = extractOp.getType().dyn_cast(); if (resultVectorType && resultVectorType.getNumElements() > 1) return failure(); auto dstType = getTypeConverter()->convertType(extractOp.getType()); if (!dstType) return failure(); if (adaptor.getVector().getType().isa()) { rewriter.replaceOp(extractOp, adaptor.getVector()); return success(); } int32_t id = getFirstIntValue(extractOp.getPosition()); rewriter.replaceOpWithNewOp( extractOp, adaptor.getVector(), id); return success(); } }; struct VectorExtractStridedSliceOpConvert final : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::ExtractStridedSliceOp extractOp, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { auto dstType = getTypeConverter()->convertType(extractOp.getType()); if (!dstType) return failure(); uint64_t offset = getFirstIntValue(extractOp.getOffsets()); uint64_t size = getFirstIntValue(extractOp.getSizes()); uint64_t stride = getFirstIntValue(extractOp.getStrides()); if (stride != 1) return failure(); Value srcVector = adaptor.getOperands().front(); // Extract vector<1xT> case. if (dstType.isa()) { rewriter.replaceOpWithNewOp(extractOp, srcVector, offset); return success(); } SmallVector indices(size); std::iota(indices.begin(), indices.end(), offset); rewriter.replaceOpWithNewOp( extractOp, dstType, srcVector, srcVector, rewriter.getI32ArrayAttr(indices)); return success(); } }; struct VectorFmaOpConvert final : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::FMAOp fmaOp, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { if (!spirv::CompositeType::isValid(fmaOp.getVectorType())) return failure(); rewriter.replaceOpWithNewOp( fmaOp, fmaOp.getType(), adaptor.getLhs(), adaptor.getRhs(), adaptor.getAcc()); return success(); } }; struct VectorInsertOpConvert final : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::InsertOp insertOp, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { // Special case for inserting scalar values into size-1 vectors. if (insertOp.getSourceType().isIntOrFloat() && insertOp.getDestVectorType().getNumElements() == 1) { rewriter.replaceOp(insertOp, adaptor.getSource()); return success(); } if (insertOp.getSourceType().isa() || !spirv::CompositeType::isValid(insertOp.getDestVectorType())) return failure(); int32_t id = getFirstIntValue(insertOp.getPosition()); rewriter.replaceOpWithNewOp( insertOp, adaptor.getSource(), adaptor.getDest(), id); return success(); } }; struct VectorExtractElementOpConvert final : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::ExtractElementOp extractElementOp, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { if (!spirv::CompositeType::isValid(extractElementOp.getVectorType())) return failure(); rewriter.replaceOpWithNewOp( extractElementOp, extractElementOp.getType(), adaptor.getVector(), extractElementOp.getPosition()); return success(); } }; struct VectorInsertElementOpConvert final : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::InsertElementOp insertElementOp, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { if (!spirv::CompositeType::isValid(insertElementOp.getDestVectorType())) return failure(); rewriter.replaceOpWithNewOp( insertElementOp, insertElementOp.getType(), insertElementOp.getDest(), adaptor.getSource(), insertElementOp.getPosition()); return success(); } }; struct VectorInsertStridedSliceOpConvert final : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::InsertStridedSliceOp insertOp, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { Value srcVector = adaptor.getOperands().front(); Value dstVector = adaptor.getOperands().back(); uint64_t stride = getFirstIntValue(insertOp.getStrides()); if (stride != 1) return failure(); uint64_t offset = getFirstIntValue(insertOp.getOffsets()); if (srcVector.getType().isa()) { assert(!dstVector.getType().isa()); rewriter.replaceOpWithNewOp( insertOp, dstVector.getType(), srcVector, dstVector, rewriter.getI32ArrayAttr(offset)); return success(); } uint64_t totalSize = dstVector.getType().cast().getNumElements(); uint64_t insertSize = srcVector.getType().cast().getNumElements(); SmallVector indices(totalSize); std::iota(indices.begin(), indices.end(), 0); std::iota(indices.begin() + offset, indices.begin() + offset + insertSize, totalSize); rewriter.replaceOpWithNewOp( insertOp, dstVector.getType(), dstVector, srcVector, rewriter.getI32ArrayAttr(indices)); return success(); } }; class VectorSplatPattern final : public OpConversionPattern { public: using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::SplatOp op, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { VectorType dstVecType = op.getType(); if (!spirv::CompositeType::isValid(dstVecType)) return failure(); SmallVector source(dstVecType.getNumElements(), adaptor.getInput()); rewriter.replaceOpWithNewOp(op, dstVecType, source); return success(); } }; struct VectorShuffleOpConvert final : public OpConversionPattern { using OpConversionPattern::OpConversionPattern; LogicalResult matchAndRewrite(vector::ShuffleOp shuffleOp, OpAdaptor adaptor, ConversionPatternRewriter &rewriter) const override { auto oldResultType = shuffleOp.getVectorType(); if (!spirv::CompositeType::isValid(oldResultType)) return failure(); auto newResultType = getTypeConverter()->convertType(oldResultType); auto oldSourceType = shuffleOp.getV1VectorType(); if (oldSourceType.getNumElements() > 1) { SmallVector components = llvm::to_vector<4>( llvm::map_range(shuffleOp.getMask(), [](Attribute attr) -> int32_t { return attr.cast().getValue().getZExtValue(); })); rewriter.replaceOpWithNewOp( shuffleOp, newResultType, adaptor.getV1(), adaptor.getV2(), rewriter.getI32ArrayAttr(components)); return success(); } SmallVector oldOperands = {adaptor.getV1(), adaptor.getV2()}; SmallVector newOperands; newOperands.reserve(oldResultType.getNumElements()); for (const APInt &i : shuffleOp.getMask().getAsValueRange()) { newOperands.push_back(oldOperands[i.getZExtValue()]); } rewriter.replaceOpWithNewOp( shuffleOp, newResultType, newOperands); return success(); } }; } // namespace void mlir::populateVectorToSPIRVPatterns(SPIRVTypeConverter &typeConverter, RewritePatternSet &patterns) { patterns.add(typeConverter, patterns.getContext()); }