CodeQL / Analyze (actions) (push) Canceled after 0s
CodeQL / Analyze (python) (push) Canceled after 0s
pre-commit / pre-commit (push) Canceled after 0s
Multi-Arch CI / setup (push) Canceled after 0s
Publish build_manylinux_x86_64 images / publish_build_manylinux_x86_64 (push) Canceled after 0s
Setup (Multi-Arch) / setup (push) Canceled after 0s
Multi-Arch CI / Linux::${{ fromJSON(needs.setup.outputs.linux_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubi10 image / publish_no_rocm_image_ubi10 (push) Canceled after 0s
Multi-Arch CI / Windows::${{ fromJSON(needs.setup.outputs.windows_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Multi-Arch CI / Manifest Diff (push) Canceled after 0s
TheRock Manifest Diff Report / Generate Manifest Diff Report (push) Canceled after 0s
Multi-Arch CI / CI Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_ocl_rt images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_rocgdb images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Unit Tests / Unit Tests :: ubuntu-24.04 (push) Canceled after 0s
Unit Tests / Unit Tests :: windows-2022 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_media (push) Canceled after 0s
Unit Tests / Unit Tests Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_openmpi (push) Canceled after 0s
189 lines
6.3 KiB
C++
189 lines
6.3 KiB
C++
//===----------------------------------------------------------------------===//
|
|
//
|
|
// 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
|
|
//
|
|
//===----------------------------------------------------------------------===//
|
|
///
|
|
/// \file
|
|
/// This file contains the definition of the GpuMathTest class, a test harness
|
|
/// that orchestrates running a math function on a device (GPU) and verifying
|
|
/// its results.
|
|
///
|
|
//===----------------------------------------------------------------------===//
|
|
|
|
#ifndef MATHTEST_GPUMATHTEST_HPP
|
|
#define MATHTEST_GPUMATHTEST_HPP
|
|
|
|
#include "mathtest/DeviceContext.hpp"
|
|
#include "mathtest/DeviceResources.hpp"
|
|
#include "mathtest/HostRefChecker.hpp"
|
|
#include "mathtest/InputGenerator.hpp"
|
|
#include "mathtest/Support.hpp"
|
|
#include "mathtest/TestResult.hpp"
|
|
|
|
#include "llvm/ADT/ArrayRef.h"
|
|
#include "llvm/ADT/StringRef.h"
|
|
#include "llvm/Support/Error.h"
|
|
|
|
#include <cassert>
|
|
#include <cstddef>
|
|
#include <cstdint>
|
|
#include <memory>
|
|
#include <string>
|
|
#include <tuple>
|
|
#include <utility>
|
|
|
|
namespace mathtest {
|
|
|
|
template <auto Func, typename Checker = HostRefChecker<Func>>
|
|
class [[nodiscard]] GpuMathTest final {
|
|
using FunctionTraits = FunctionTraits<Func>;
|
|
using OutType = typename FunctionTraits::ReturnType;
|
|
using InTypesTuple = typename FunctionTraits::ArgTypesTuple;
|
|
|
|
template <typename... Ts>
|
|
using PartialResultType = TestResult<OutType, Ts...>;
|
|
using KernelSignature = KernelSignatureOf_t<Func>;
|
|
|
|
template <typename... Ts>
|
|
using TypeIdentitiesTuple = std::tuple<TypeIdentityOf<Ts>...>;
|
|
using InTypeIdentitiesTuple =
|
|
ApplyTupleTypes_t<InTypesTuple, TypeIdentitiesTuple>;
|
|
|
|
static constexpr std::size_t DefaultBufferSize =
|
|
DefaultBufferSizeFor_v<OutType, InTypesTuple>;
|
|
static constexpr uint32_t DefaultGroupSize = 512;
|
|
|
|
public:
|
|
using FunctionConfig = FunctionConfig<Func>;
|
|
using ResultType = ApplyTupleTypes_t<InTypesTuple, PartialResultType>;
|
|
using GeneratorType = ApplyTupleTypes_t<InTypesTuple, InputGenerator>;
|
|
|
|
[[nodiscard]] static llvm::Expected<GpuMathTest>
|
|
create(std::shared_ptr<DeviceContext> Context, llvm::StringRef Provider,
|
|
llvm::StringRef DeviceBinaryDir) {
|
|
assert(Context && "Context must not be null");
|
|
|
|
auto ExpectedKernel = getKernel(*Context, Provider, DeviceBinaryDir);
|
|
if (!ExpectedKernel)
|
|
return ExpectedKernel.takeError();
|
|
|
|
return GpuMathTest(std::move(Context), Provider, *ExpectedKernel);
|
|
}
|
|
|
|
ResultType run(GeneratorType &Generator,
|
|
std::size_t BufferSize = DefaultBufferSize,
|
|
uint32_t GroupSize = DefaultGroupSize) const noexcept {
|
|
assert(BufferSize > 0 && "Buffer size must be a positive value");
|
|
assert(GroupSize > 0 && "Group size must be a positive value");
|
|
|
|
auto [InBuffersTuple, OutBuffer] = createBuffers(BufferSize);
|
|
ResultType FinalResult;
|
|
|
|
while (true) {
|
|
const std::size_t BatchSize = std::apply(
|
|
[&](auto &...Buffers) { return Generator.fill(Buffers...); },
|
|
InBuffersTuple);
|
|
|
|
if (BatchSize == 0)
|
|
break;
|
|
|
|
const auto BatchResult =
|
|
processBatch(InBuffersTuple, OutBuffer, BatchSize, GroupSize);
|
|
|
|
FinalResult.accumulate(BatchResult);
|
|
}
|
|
|
|
return FinalResult;
|
|
}
|
|
|
|
[[nodiscard]] std::shared_ptr<DeviceContext> getContext() const noexcept {
|
|
return Context;
|
|
}
|
|
|
|
[[nodiscard]] std::string getProvider() const noexcept { return Provider; }
|
|
|
|
private:
|
|
explicit GpuMathTest(std::shared_ptr<DeviceContext> Context,
|
|
llvm::StringRef Provider,
|
|
DeviceKernel<KernelSignature> Kernel)
|
|
: Context(std::move(Context)), Provider(Provider), Kernel(Kernel) {}
|
|
|
|
static llvm::Expected<DeviceKernel<KernelSignature>>
|
|
getKernel(const DeviceContext &Context, llvm::StringRef Provider,
|
|
llvm::StringRef DeviceBinaryDir) {
|
|
llvm::StringRef BinaryName = Provider;
|
|
|
|
auto ExpectedImage = Context.loadBinary(DeviceBinaryDir, BinaryName);
|
|
if (!ExpectedImage)
|
|
return ExpectedImage.takeError();
|
|
|
|
auto ExpectedKernel = Context.getKernel<KernelSignature>(
|
|
*ExpectedImage, FunctionConfig::KernelName);
|
|
if (!ExpectedKernel)
|
|
return ExpectedKernel.takeError();
|
|
|
|
return *ExpectedKernel;
|
|
}
|
|
|
|
[[nodiscard]] auto createBuffers(std::size_t BufferSize) const {
|
|
auto InBuffersTuple = std::apply(
|
|
[&](auto... InTypeIdentities) {
|
|
return std::make_tuple(
|
|
Context->createManagedBuffer<
|
|
typename decltype(InTypeIdentities)::type>(BufferSize)...);
|
|
},
|
|
InTypeIdentitiesTuple{});
|
|
auto OutBuffer = Context->createManagedBuffer<OutType>(BufferSize);
|
|
|
|
return std::make_pair(std::move(InBuffersTuple), std::move(OutBuffer));
|
|
}
|
|
|
|
template <typename InBuffersTupleType>
|
|
[[nodiscard]] ResultType
|
|
processBatch(const InBuffersTupleType &InBuffersTuple,
|
|
ManagedBuffer<OutType> &OutBuffer, std::size_t BatchSize,
|
|
uint32_t GroupSize) const noexcept {
|
|
const uint32_t NumGroups = (BatchSize + GroupSize - 1) / GroupSize;
|
|
const auto KernelArgsTuple = std::apply(
|
|
[&](const auto &...InBuffers) {
|
|
return std::make_tuple(InBuffers.data()..., OutBuffer.data(),
|
|
BatchSize);
|
|
},
|
|
InBuffersTuple);
|
|
|
|
std::apply(
|
|
[&](const auto &...KernelArgs) {
|
|
Context->launchKernel(Kernel, NumGroups, GroupSize, KernelArgs...);
|
|
},
|
|
KernelArgsTuple);
|
|
|
|
return check(InBuffersTuple, OutBuffer, BatchSize);
|
|
}
|
|
|
|
template <typename InBuffersTupleType>
|
|
[[nodiscard]] static ResultType
|
|
check(const InBuffersTupleType &InBuffersTuple,
|
|
const ManagedBuffer<OutType> &OutBuffer,
|
|
std::size_t BatchSize) noexcept {
|
|
const auto InViewsTuple = std::apply(
|
|
[&](auto &...InBuffers) {
|
|
return std::make_tuple(
|
|
llvm::ArrayRef(InBuffers.data(), BatchSize)...);
|
|
},
|
|
InBuffersTuple);
|
|
const auto OutView = llvm::ArrayRef<OutType>(OutBuffer.data(), BatchSize);
|
|
|
|
return Checker::check(InViewsTuple, OutView);
|
|
}
|
|
|
|
std::shared_ptr<DeviceContext> Context;
|
|
std::string Provider;
|
|
DeviceKernel<KernelSignature> Kernel;
|
|
};
|
|
} // namespace mathtest
|
|
|
|
#endif // MATHTEST_GPUMATHTEST_HPP
|