Adding a simple EmptyKernelTest to measure launch latency (#910)

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gilbertlee-amd
2023-10-04 17:22:48 -06:00
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부모 a6ff4618c7
커밋 7dbf47e07b
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/*
Copyright (c) 2023 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.
*/
#include <hip/hip_runtime.h>
#include <iostream>
// Helper macro for catching HIP errors
#define HIP_CALL(cmd) \
do { \
hipError_t error = (cmd); \
if (error != hipSuccess) \
{ \
std::cerr << "Encountered HIP error (" << hipGetErrorString(error) \
<< ") at line " << __LINE__ << " in file " << __FILE__ << "\n"; \
exit(-1); \
} \
} while (0)
__global__ void EmptyKernel(){};
int main(int argc, char **argv)
{
int numIterations = (argc > 1 ? atoi(argv[1]) : 10);
int gridSize = (argc > 2 ? atoi(argv[2]) : 1);
int blockSize = (argc > 3 ? atoi(argv[3]) : 1);
int numWarmups = 3;
printf("Running %d iterations <<<%d,%d>>>\n", numIterations, gridSize, blockSize);
// Create events and stream
hipEvent_t startEvent, stopEvent;
HIP_CALL(hipEventCreate(&startEvent));
HIP_CALL(hipEventCreate(&stopEvent));
hipStream_t stream;
HIP_CALL(hipStreamCreate(&stream));
// Run untimed warmup iterations (to cache kernel code)
for (int iteration = 0; iteration < numWarmups; iteration++)
{
EmptyKernel<<<gridSize, blockSize, 0, stream>>>();
}
HIP_CALL(hipStreamSynchronize(stream));
// Launch empty kernel
// NOTE: Timing is done per-iteration, instead of batching multiple iterations
double cpuSum = 0.0;
double gpuSum = 0.0;
for (int iteration = 0; iteration < numIterations; iteration++)
{
// Start timing
auto cpuStart = std::chrono::high_resolution_clock::now();
HIP_CALL(hipEventRecord(startEvent, stream));
// Launch kernel and wait for completion
EmptyKernel<<<gridSize, blockSize, 0, stream>>>();
HIP_CALL(hipEventRecord(stopEvent, stream));
HIP_CALL(hipStreamSynchronize(stream));
// Collect timing info
auto cpuDelta = std::chrono::high_resolution_clock::now() - cpuStart;
double cpuDeltaMsec = std::chrono::duration_cast<std::chrono::duration<double>>(cpuDelta).count() * 1000.0;
float gpuDeltaMsec;
HIP_CALL(hipEventElapsedTime(&gpuDeltaMsec, startEvent, stopEvent));
// Report timing
printf("Iteration %03d Kernel Launch Time (usec) %10.5f (CPU) %10.5f (GPU)\n", iteration, cpuDeltaMsec *1000.0, gpuDeltaMsec * 1000.0);
cpuSum += cpuDeltaMsec * 1000.0;
gpuSum += gpuDeltaMsec * 1000.0;
}
printf("\n");
// Report averages
double avgCpuUsec = cpuSum / numIterations;
double avgGpuUsec = gpuSum / numIterations;
printf("Average Kernel Launch time (usec) %10.5f (CPU) %10.5f (GPU)\n", avgCpuUsec, avgGpuUsec);
// Cleanup events and stream
HIP_CALL(hipStreamDestroy(stream));
HIP_CALL(hipEventDestroy(startEvent));
HIP_CALL(hipEventDestroy(stopEvent));
return 0;
}
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CXX=/opt/rocm/bin/hipcc
EmptyKernelTest: EmptyKernelTest.cpp
$(CXX) EmptyKernelTest.cpp -o EmptyKernelTest
clean:
rm -f ./EmptyKernelTest