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//===- ConvertGPULaunchFuncToVulkanLaunchFunc.cpp - MLIR conversion pass --===//
//
// 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 a pass to convert gpu launch function into a vulkan
// launch function. Creates a SPIR-V binary shader from the `spirv::ModuleOp`
// using `spirv::serialize` function, attaches binary data and entry point name
// as an attributes to vulkan launch call op.
//
//===----------------------------------------------------------------------===//
#include "mlir/Conversion/GPUToVulkan/ConvertGPUToVulkanPass.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"
#include "mlir/Dialect/GPU/IR/GPUDialect.h"
#include "mlir/Dialect/SPIRV/IR/SPIRVDialect.h"
#include "mlir/Dialect/SPIRV/IR/SPIRVOps.h"
#include "mlir/IR/Attributes.h"
#include "mlir/IR/Builders.h"
#include "mlir/IR/BuiltinOps.h"
#include "mlir/IR/BuiltinTypes.h"
#include "mlir/Pass/Pass.h"
#include "mlir/Target/SPIRV/Serialization.h"
namespace mlir {
#define GEN_PASS_DEF_CONVERTGPULAUNCHFUNCTOVULKANLAUNCHFUNC
#include "mlir/Conversion/Passes.h.inc"
} // namespace mlir
using namespace mlir;
static constexpr const char *kSPIRVBlobAttrName = "spirv_blob";
static constexpr const char *kSPIRVEntryPointAttrName = "spirv_entry_point";
static constexpr const char *kSPIRVElementTypesAttrName = "spirv_element_types";
static constexpr const char *kVulkanLaunch = "vulkanLaunch";
namespace {
/// A pass to convert gpu launch op to vulkan launch call op, by creating a
/// SPIR-V binary shader from `spirv::ModuleOp` using `spirv::serialize`
/// function and attaching binary data and entry point name as an attributes to
/// created vulkan launch call op.
class ConvertGpuLaunchFuncToVulkanLaunchFunc
: public impl::ConvertGpuLaunchFuncToVulkanLaunchFuncBase<
ConvertGpuLaunchFuncToVulkanLaunchFunc> {
public:
void runOnOperation() override;
private:
/// Creates a SPIR-V binary shader from the given `module` using
/// `spirv::serialize` function.
LogicalResult createBinaryShader(ModuleOp module,
std::vector<char> &binaryShader);
/// Converts the given `launchOp` to vulkan launch call.
void convertGpuLaunchFunc(gpu::LaunchFuncOp launchOp);
/// Checks where the given type is supported by Vulkan runtime.
bool isSupportedType(Type type) {
if (auto memRefType = dyn_cast_or_null<MemRefType>(type)) {
auto elementType = memRefType.getElementType();
return memRefType.hasRank() &&
(memRefType.getRank() >= 1 && memRefType.getRank() <= 3) &&
(elementType.isIntOrFloat());
}
return false;
}
/// Declares the vulkan launch function. Returns an error if the any type of
/// operand is unsupported by Vulkan runtime.
LogicalResult declareVulkanLaunchFunc(Location loc,
gpu::LaunchFuncOp launchOp);
private:
/// The number of vulkan launch configuration operands, placed at the leading
/// positions of the operand list.
static constexpr unsigned kVulkanLaunchNumConfigOperands = 3;
};
} // namespace
void ConvertGpuLaunchFuncToVulkanLaunchFunc::runOnOperation() {
bool done = false;
getOperation().walk([this, &done](gpu::LaunchFuncOp op) {
if (done) {
op.emitError("should only contain one 'gpu::LaunchFuncOp' op");
return signalPassFailure();
}
done = true;
convertGpuLaunchFunc(op);
});
// Erase `gpu::GPUModuleOp` and `spirv::Module` operations.
for (auto gpuModule :
llvm::make_early_inc_range(getOperation().getOps<gpu::GPUModuleOp>()))
gpuModule.erase();
for (auto spirvModule :
llvm::make_early_inc_range(getOperation().getOps<spirv::ModuleOp>()))
spirvModule.erase();
}
LogicalResult ConvertGpuLaunchFuncToVulkanLaunchFunc::declareVulkanLaunchFunc(
Location loc, gpu::LaunchFuncOp launchOp) {
auto builder = OpBuilder::atBlockEnd(getOperation().getBody());
// Workgroup size is written into the kernel. So to properly modelling
// vulkan launch, we have to skip local workgroup size configuration here.
SmallVector<Type, 8> gpuLaunchTypes(launchOp.getOperandTypes());
// The first kVulkanLaunchNumConfigOperands of the gpu.launch_func op are the
// same as the config operands for the vulkan launch call op.
SmallVector<Type, 8> vulkanLaunchTypes(gpuLaunchTypes.begin(),
gpuLaunchTypes.begin() +
kVulkanLaunchNumConfigOperands);
vulkanLaunchTypes.append(gpuLaunchTypes.begin() +
gpu::LaunchOp::kNumConfigOperands,
gpuLaunchTypes.end());
// Check that all operands have supported types except those for the
// launch configuration.
for (auto type :
llvm::drop_begin(vulkanLaunchTypes, kVulkanLaunchNumConfigOperands)) {
if (!isSupportedType(type))
return launchOp.emitError() << type << " is unsupported to run on Vulkan";
}
// Declare vulkan launch function.
auto funcType = builder.getFunctionType(vulkanLaunchTypes, {});
builder.create<func::FuncOp>(loc, kVulkanLaunch, funcType).setPrivate();
return success();
}
LogicalResult ConvertGpuLaunchFuncToVulkanLaunchFunc::createBinaryShader(
ModuleOp module, std::vector<char> &binaryShader) {
bool done = false;
SmallVector<uint32_t, 0> binary;
for (auto spirvModule : module.getOps<spirv::ModuleOp>()) {
if (done)
return spirvModule.emitError("should only contain one 'spirv.module' op");
done = true;
if (failed(spirv::serialize(spirvModule, binary)))
return failure();
}
binaryShader.resize(binary.size() * sizeof(uint32_t));
std::memcpy(binaryShader.data(), reinterpret_cast<char *>(binary.data()),
binaryShader.size());
return success();
}
void ConvertGpuLaunchFuncToVulkanLaunchFunc::convertGpuLaunchFunc(
gpu::LaunchFuncOp launchOp) {
ModuleOp module = getOperation();
OpBuilder builder(launchOp);
Location loc = launchOp.getLoc();
// Serialize `spirv::Module` into binary form.
std::vector<char> binary;
if (failed(createBinaryShader(module, binary)))
return signalPassFailure();
// Declare vulkan launch function.
if (failed(declareVulkanLaunchFunc(loc, launchOp)))
return signalPassFailure();
SmallVector<Value, 8> gpuLaunchOperands(launchOp.getOperands());
SmallVector<Value, 8> vulkanLaunchOperands(
gpuLaunchOperands.begin(),
gpuLaunchOperands.begin() + kVulkanLaunchNumConfigOperands);
vulkanLaunchOperands.append(gpuLaunchOperands.begin() +
gpu::LaunchOp::kNumConfigOperands,
gpuLaunchOperands.end());
// Create vulkan launch call op.
auto vulkanLaunchCallOp = builder.create<func::CallOp>(
loc, TypeRange{}, SymbolRefAttr::get(builder.getContext(), kVulkanLaunch),
vulkanLaunchOperands);
// Set SPIR-V binary shader data as an attribute.
vulkanLaunchCallOp->setAttr(
kSPIRVBlobAttrName,
builder.getStringAttr(StringRef(binary.data(), binary.size())));
// Set entry point name as an attribute.
vulkanLaunchCallOp->setAttr(kSPIRVEntryPointAttrName,
launchOp.getKernelName());
// Add MemRef element types before they're lost when lowering to LLVM.
SmallVector<Type> elementTypes;
for (Type type : llvm::drop_begin(launchOp.getOperandTypes(),
gpu::LaunchOp::kNumConfigOperands)) {
// The below cast always succeeds as it has already been verified in
// 'declareVulkanLaunchFunc' that these are MemRefs with compatible element
// types.
elementTypes.push_back(cast<MemRefType>(type).getElementType());
}
vulkanLaunchCallOp->setAttr(kSPIRVElementTypesAttrName,
builder.getTypeArrayAttr(elementTypes));
launchOp.erase();
}
std::unique_ptr<mlir::OperationPass<mlir::ModuleOp>>
mlir::createConvertGpuLaunchFuncToVulkanLaunchFuncPass() {
return std::make_unique<ConvertGpuLaunchFuncToVulkanLaunchFunc>();
}
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