07cc77187a
This adds the lowering for expm1 for GPU backends. Differential Revision: https://reviews.llvm.org/D96756
151 lines
6.7 KiB
C++
151 lines
6.7 KiB
C++
//===- LowerGpuOpsToROCDLOps.cpp - MLIR GPU to ROCDL lowering passes ------===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// This file implements a pass to generate ROCDLIR operations for higher-level
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// GPU operations.
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//
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//===----------------------------------------------------------------------===//
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#include "mlir/Conversion/GPUToROCDL/GPUToROCDLPass.h"
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#include "mlir/Conversion/StandardToLLVM/ConvertStandardToLLVMPass.h"
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#include "mlir/Conversion/VectorToLLVM/ConvertVectorToLLVM.h"
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#include "mlir/Conversion/VectorToROCDL/VectorToROCDL.h"
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#include "mlir/Dialect/GPU/GPUDialect.h"
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#include "mlir/Dialect/GPU/Passes.h"
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#include "mlir/Dialect/LLVMIR/ROCDLDialect.h"
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#include "mlir/Dialect/Math/IR/Math.h"
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#include "mlir/Dialect/Vector/VectorOps.h"
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#include "mlir/Pass/Pass.h"
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#include "mlir/Transforms/DialectConversion.h"
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#include "mlir/Transforms/GreedyPatternRewriteDriver.h"
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#include "llvm/Support/FormatVariadic.h"
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#include "../GPUCommon/GPUOpsLowering.h"
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#include "../GPUCommon/IndexIntrinsicsOpLowering.h"
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#include "../GPUCommon/OpToFuncCallLowering.h"
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#include "../PassDetail.h"
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using namespace mlir;
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namespace {
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/// Import the GPU Ops to ROCDL Patterns.
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#include "GPUToROCDL.cpp.inc"
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// A pass that replaces all occurrences of GPU device operations with their
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// corresponding ROCDL equivalent.
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//
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// This pass only handles device code and is not meant to be run on GPU host
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// code.
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struct LowerGpuOpsToROCDLOpsPass
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: public ConvertGpuOpsToROCDLOpsBase<LowerGpuOpsToROCDLOpsPass> {
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LowerGpuOpsToROCDLOpsPass() = default;
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LowerGpuOpsToROCDLOpsPass(unsigned indexBitwidth) {
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this->indexBitwidth = indexBitwidth;
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}
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void runOnOperation() override {
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gpu::GPUModuleOp m = getOperation();
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/// Customize the bitwidth used for the device side index computations.
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LowerToLLVMOptions options = {/*useBarePtrCallConv =*/false,
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/*emitCWrappers =*/true,
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/*indexBitwidth =*/indexBitwidth,
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/*useAlignedAlloc =*/false};
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LLVMTypeConverter converter(m.getContext(), options);
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OwningRewritePatternList patterns, llvmPatterns;
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populateGpuRewritePatterns(m.getContext(), patterns);
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(void)applyPatternsAndFoldGreedily(m, std::move(patterns));
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populateVectorToLLVMConversionPatterns(converter, llvmPatterns);
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populateVectorToROCDLConversionPatterns(converter, llvmPatterns);
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populateStdToLLVMConversionPatterns(converter, llvmPatterns);
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populateGpuToROCDLConversionPatterns(converter, llvmPatterns);
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LLVMConversionTarget target(getContext());
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configureGpuToROCDLConversionLegality(target);
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if (failed(applyPartialConversion(m, target, std::move(llvmPatterns))))
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signalPassFailure();
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}
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};
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} // anonymous namespace
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void mlir::configureGpuToROCDLConversionLegality(ConversionTarget &target) {
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target.addIllegalOp<FuncOp>();
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target.addLegalDialect<::mlir::LLVM::LLVMDialect>();
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target.addLegalDialect<ROCDL::ROCDLDialect>();
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target.addIllegalDialect<gpu::GPUDialect>();
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target.addIllegalOp<LLVM::CosOp, LLVM::ExpOp, LLVM::FAbsOp, LLVM::FCeilOp,
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LLVM::FFloorOp, LLVM::LogOp, LLVM::Log10Op, LLVM::Log2Op,
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LLVM::PowOp, LLVM::SinOp, LLVM::SqrtOp>();
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// TODO: Remove once we support replacing non-root ops.
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target.addLegalOp<gpu::YieldOp, gpu::GPUModuleOp, gpu::ModuleEndOp>();
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}
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void mlir::populateGpuToROCDLConversionPatterns(
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LLVMTypeConverter &converter, OwningRewritePatternList &patterns) {
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populateWithGenerated(converter.getDialect()->getContext(), patterns);
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patterns.insert<
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GPUIndexIntrinsicOpLowering<gpu::ThreadIdOp, ROCDL::ThreadIdXOp,
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ROCDL::ThreadIdYOp, ROCDL::ThreadIdZOp>,
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GPUIndexIntrinsicOpLowering<gpu::BlockDimOp, ROCDL::BlockDimXOp,
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ROCDL::BlockDimYOp, ROCDL::BlockDimZOp>,
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GPUIndexIntrinsicOpLowering<gpu::BlockIdOp, ROCDL::BlockIdXOp,
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ROCDL::BlockIdYOp, ROCDL::BlockIdZOp>,
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GPUIndexIntrinsicOpLowering<gpu::GridDimOp, ROCDL::GridDimXOp,
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ROCDL::GridDimYOp, ROCDL::GridDimZOp>,
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GPUReturnOpLowering>(converter);
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patterns.insert<GPUFuncOpLowering>(
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converter, /*allocaAddrSpace=*/5,
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Identifier::get(ROCDL::ROCDLDialect::getKernelFuncAttrName(),
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&converter.getContext()));
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patterns.insert<OpToFuncCallLowering<AbsFOp>>(converter, "__ocml_fabs_f32",
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"__ocml_fabs_f64");
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patterns.insert<OpToFuncCallLowering<math::AtanOp>>(
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converter, "__ocml_atan_f32", "__ocml_atan_f64");
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patterns.insert<OpToFuncCallLowering<math::Atan2Op>>(
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converter, "__ocml_atan2_f32", "__ocml_atan2_f64");
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patterns.insert<OpToFuncCallLowering<CeilFOp>>(converter, "__ocml_ceil_f32",
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"__ocml_ceil_f64");
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patterns.insert<OpToFuncCallLowering<math::CosOp>>(
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converter, "__ocml_cos_f32", "__ocml_cos_f64");
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patterns.insert<OpToFuncCallLowering<math::ExpOp>>(
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converter, "__ocml_exp_f32", "__ocml_exp_f64");
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patterns.insert<OpToFuncCallLowering<math::ExpM1Op>>(
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converter, "__ocml_expm1_f32", "__ocml_expm1_f64");
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patterns.insert<OpToFuncCallLowering<FloorFOp>>(converter, "__ocml_floor_f32",
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"__ocml_floor_f64");
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patterns.insert<OpToFuncCallLowering<math::LogOp>>(
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converter, "__ocml_log_f32", "__ocml_log_f64");
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patterns.insert<OpToFuncCallLowering<math::Log10Op>>(
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converter, "__ocml_log10_f32", "__ocml_log10_f64");
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patterns.insert<OpToFuncCallLowering<math::Log1pOp>>(
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converter, "__ocml_log1p_f32", "__ocml_log1p_f64");
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patterns.insert<OpToFuncCallLowering<math::Log2Op>>(
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converter, "__ocml_log2_f32", "__ocml_log2_f64");
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patterns.insert<OpToFuncCallLowering<math::PowFOp>>(
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converter, "__ocml_pow_f32", "__ocml_pow_f64");
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patterns.insert<OpToFuncCallLowering<math::RsqrtOp>>(
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converter, "__ocml_rsqrt_f32", "__ocml_rsqrt_f64");
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patterns.insert<OpToFuncCallLowering<math::SinOp>>(
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converter, "__ocml_sin_f32", "__ocml_sin_f64");
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patterns.insert<OpToFuncCallLowering<math::SqrtOp>>(
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converter, "__ocml_sqrt_f32", "__ocml_sqrt_f64");
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patterns.insert<OpToFuncCallLowering<math::TanhOp>>(
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converter, "__ocml_tanh_f32", "__ocml_tanh_f64");
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}
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std::unique_ptr<OperationPass<gpu::GPUModuleOp>>
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mlir::createLowerGpuOpsToROCDLOpsPass(unsigned indexBitwidth) {
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return std::make_unique<LowerGpuOpsToROCDLOpsPass>(indexBitwidth);
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}
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