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TheRock/rocm-libraries/projects/rocwmma/test/gemm/gemm_kernel_base.hpp
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/*******************************************************************************
*
* MIT License
*
* Copyright (C) 2021-2025 Advanced Micro Devices, Inc. All rights reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*
*******************************************************************************/
#ifndef ROCWMMA_KERNEL_BASE_HPP
#define ROCWMMA_KERNEL_BASE_HPP
#include <iostream>
#include <sstream>
#include <string>
#include "gemm_resource.hpp"
#include "hip_device.hpp"
namespace rocwmma
{
// Basic structure to hold runtime problem
// parameters
struct ProblemParams
{
std::pair<int64_t, int64_t> threadBlockSize;
std::tuple<int64_t, int64_t, int64_t> problemSize;
double alpha;
double beta;
};
// Typeless Kernel interface to use with testing harness.
struct KernelI
{
KernelI() {}
virtual ~KernelI(){};
virtual void setup(ProblemParams const& problem) = 0;
virtual void exec() = 0;
virtual void validateResults() = 0;
virtual void reportResults(std::ostream& stream,
bool omitHeader,
bool omitSkipped,
bool omitFailed,
bool omitPassed)
= 0;
virtual void tearDown() = 0;
virtual HipResource* getResource() const = 0;
virtual std::ostream& printHeader(std::ostream& stream) const = 0;
virtual std::ostream& printKernel(std::ostream& stream) const = 0;
static bool sHeaderPrinted;
};
inline std::ostream& operator<<(std::ostream& stream, KernelI const& kernel)
{
kernel.printHeader(stream);
kernel.printKernel(stream);
return stream;
}
// Typed GEMM kernel that provides the basis for GEMM tests.
// This class provides common implementation code.
template <uint32_t BlockM,
uint32_t BlockN,
uint32_t BlockK,
typename InputT,
typename OutputT,
typename ComputeT,
typename LayoutA,
typename LayoutB,
typename LayoutC,
typename LayoutD = LayoutC>
struct GemmKernelBase : public KernelI
{
protected: // Types
// Shared access to Gemm storage
using DataStorage = GemmResource<InputT, OutputT>;
// Using Hip device backend
using DeviceInfo = HipDevice;
// Interface to device kernel
using KernelFunc = void (*)(uint32_t, // M
uint32_t, // N
uint32_t, // K
InputT const*, // A
InputT const*, // B
OutputT const*, // C
OutputT*, // D
uint32_t, // lda
uint32_t, // ldb
uint32_t, // ldc
uint32_t, // ldd
ComputeT, // Alpha
ComputeT); // Beta
protected:
GemmKernelBase();
virtual ~GemmKernelBase();
// Kernels MUST provide the device kernel function.
virtual KernelFunc kernelImpl() const = 0;
// Launch parameters.
// Base calculations for grid and block dimensions
// assume one output block per wave.
virtual uint32_t ldsUsage() const;
virtual dim3 gridDim() const;
virtual dim3 blockDim() const;
// Kernel run checks.
// True = run test
// False = skip test
virtual bool checkDevice() const;
virtual bool checkSizes() const;
virtual bool checkLds() const;
virtual bool checkQuirks() const;
// Reset all members to default values
virtual void reset();
// Helper function to dispatch kernel guards
// with runtime TBlockX, TBlockY, WaveSize and Device Arch
template <template <uint32_t, uint32_t, uint32_t, uint32_t> class TestGuard>
bool dispatchGuard() const;
template <template <uint32_t, uint32_t, uint32_t, uint32_t> class KernelClass>
KernelFunc dispatchKernelFunc() const;
public:
// KernelI interface fulfillment
virtual void setup(ProblemParams const& problem) override;
virtual void exec() override;
virtual void validateResults() override;
virtual void reportResults(std::ostream& stream,
bool omitHeader,
bool omitSkipped,
bool omitFailed,
bool omitPassed) override;
virtual void tearDown() override;
virtual HipResource* getResource() const override;
virtual std::ostream& printHeader(std::ostream& stream) const override;
virtual std::ostream& printKernel(std::ostream& stream) const override;
protected:
// Problem params for kernel
uint32_t mTBlockX, mTBlockY;
uint32_t mM, mN, mK;
uint32_t mLda, mLdb, mLdc, mLdd;
ComputeT mAlpha, mBeta;
// Execution flow control
uint32_t mColdRuns;
uint32_t mHotRuns;
bool mRunFlag = true;
bool mValidationResult = false;
double mMaxRelativeError;
// Performance
float64_t mElapsedTimeMs, mTotalGFlops, mMeasuredTFlopsPerSec;
int32_t mEfficiency;
// Reference
float64_t mRefMeasuredTFlopsPerSec;
int32_t mRefEfficiency;
static const bool mIsCpuRef;
static const bool mRunRefFlag;
static const bool mBenchRef;
};
} // namespace rocwmma
#include "gemm_kernel_base_dispatch_impl.hpp"
#endif // ROCWMMA_KERNEL_BASE_HPP