#include "mlir/Conversion/GPUToSPIRV/GPUToSPIRVPass.h"
#include "mlir/Conversion/ArithToSPIRV/ArithToSPIRV.h"
#include "mlir/Conversion/FuncToSPIRV/FuncToSPIRV.h"
#include "mlir/Conversion/GPUToSPIRV/GPUToSPIRV.h"
#include "mlir/Conversion/MemRefToSPIRV/MemRefToSPIRV.h"
#include "mlir/Conversion/SCFToSPIRV/SCFToSPIRV.h"
#include "mlir/Conversion/VectorToSPIRV/VectorToSPIRV.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/Dialect/SPIRV/Transforms/SPIRVConversion.h"
#include "mlir/IR/PatternMatch.h"
namespace mlir {
#define GEN_PASS_DEF_CONVERTGPUTOSPIRV
#include "mlir/Conversion/Passes.h.inc"
}
using namespace mlir;
namespace {
struct GPUToSPIRVPass final : impl::ConvertGPUToSPIRVBase<GPUToSPIRVPass> {
explicit GPUToSPIRVPass(bool mapMemorySpace)
: mapMemorySpace(mapMemorySpace) {}
void runOnOperation() override;
private:
bool mapMemorySpace;
};
void GPUToSPIRVPass::runOnOperation() {
MLIRContext *context = &getContext();
ModuleOp module = getOperation();
SmallVector<Operation *, 1> gpuModules;
OpBuilder builder(context);
auto targetEnvSupportsKernelCapability = [](gpu::GPUModuleOp moduleOp) {
Operation *gpuModule = moduleOp.getOperation();
auto targetAttr = spirv::lookupTargetEnvOrDefault(gpuModule);
spirv::TargetEnv targetEnv(targetAttr);
return targetEnv.allows(spirv::Capability::Kernel);
};
module.walk([&](gpu::GPUModuleOp moduleOp) {
if (targetEnvSupportsKernelCapability(moduleOp)) {
builder.setInsertionPoint(moduleOp.getBody(),
moduleOp.getBody()->begin());
} else {
builder.setInsertionPoint(moduleOp.getOperation());
}
gpuModules.push_back(builder.clone(*moduleOp.getOperation()));
});
for (Operation *gpuModule : gpuModules) {
spirv::TargetEnvAttr targetAttr =
spirv::lookupTargetEnvOrDefault(gpuModule);
if (mapMemorySpace) {
spirv::MemorySpaceToStorageClassMap memorySpaceMap =
targetEnvSupportsKernelCapability(
dyn_cast<gpu::GPUModuleOp>(gpuModule))
? spirv::mapMemorySpaceToOpenCLStorageClass
: spirv::mapMemorySpaceToVulkanStorageClass;
spirv::MemorySpaceToStorageClassConverter converter(memorySpaceMap);
spirv::convertMemRefTypesAndAttrs(gpuModule, converter);
std::unique_ptr<ConversionTarget> target =
spirv::getMemorySpaceToStorageClassTarget(*context);
gpuModule->walk([&target, this](Operation *childOp) {
if (target->isIllegal(childOp)) {
childOp->emitOpError("failed to legalize memory space");
signalPassFailure();
return WalkResult::interrupt();
}
return WalkResult::advance();
});
}
std::unique_ptr<ConversionTarget> target =
SPIRVConversionTarget::get(targetAttr);
SPIRVConversionOptions options;
options.use64bitIndex = this->use64bitIndex;
SPIRVTypeConverter typeConverter(targetAttr, options);
populateMMAToSPIRVCoopMatrixTypeConversion(typeConverter);
RewritePatternSet patterns(context);
populateGPUToSPIRVPatterns(typeConverter, patterns);
populateGpuWMMAToSPIRVCoopMatrixKHRConversionPatterns(typeConverter,
patterns);
ScfToSPIRVContext scfContext;
populateSCFToSPIRVPatterns(typeConverter, scfContext, patterns);
mlir::arith::populateArithToSPIRVPatterns(typeConverter, patterns);
populateMemRefToSPIRVPatterns(typeConverter, patterns);
populateFuncToSPIRVPatterns(typeConverter, patterns);
populateVectorToSPIRVPatterns(typeConverter, patterns);
if (failed(applyFullConversion(gpuModule, *target, std::move(patterns))))
return signalPassFailure();
}
module.walk([&](gpu::GPUModuleOp moduleOp) {
if (targetEnvSupportsKernelCapability(moduleOp)) {
moduleOp.walk([&](gpu::GPUFuncOp funcOp) {
builder.setInsertionPoint(funcOp);
auto newFuncOp = builder.create<func::FuncOp>(
funcOp.getLoc(), funcOp.getName(), funcOp.getFunctionType());
auto entryBlock = newFuncOp.addEntryBlock();
builder.setInsertionPointToEnd(entryBlock);
builder.create<func::ReturnOp>(funcOp.getLoc());
newFuncOp->setAttr(gpu::GPUDialect::getKernelFuncAttrName(),
builder.getUnitAttr());
funcOp.erase();
});
}
});
}
}
std::unique_ptr<OperationPass<ModuleOp>>
mlir::createConvertGPUToSPIRVPass(bool mapMemorySpace) {
return std::make_unique<GPUToSPIRVPass>(mapMemorySpace);
}