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195 lines
6.1 KiB
C++
195 lines
6.1 KiB
C++
/*
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* Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
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*
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* SPDX-License-Identifier: MIT
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*/
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/**
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* @addtogroup hipPerfDispatchSpeed hipPerfDispatchSpeed
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* @{
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* @ingroup PerformanceTestDispatch
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*/
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// #define ENABLE_DEBUG 1
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#include <hip_test_common.hh>
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#include <string.h>
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#include <complex>
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/**
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* Test Description
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* ------------------------
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* - Verify the hipPerf Dispatch and Execution speed, AKA total kernel latency
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* Test source
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* ------------------------
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* - performance/scenarios/dispatch/hipPerfDispatchSpeed.cc
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* Test requirements
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* ------------------------
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* - HIP_VERSION >= 5.6
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*/
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unsigned int testList[] = {1, 10, 100, 1000, 10000};
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// dummy kernel that just dispatches and does nothing
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__global__ void _dispatchSpeed(float* outBuf) {
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int i = (blockIdx.x * blockDim.x + threadIdx.x);
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if (i < 0) outBuf[i] = 0.0f;
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};
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// kernel that has an execution of count, in GPU clock ticks
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__global__ void _TimingKernel(uint64_t count) {
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uint64_t begin_time = wall_clock64();
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uint64_t curr_time = begin_time;
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do {
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curr_time = wall_clock64();
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} while (begin_time + count > curr_time);
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}
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enum TimingMode { TimingMode_WallTime, TimingMode_HIPEvent, TimingMode_NumModes };
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HIP_TEST_CASE(Performance_hipPerfDispatchAndExecutionSpeed) {
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hipError_t err = hipSuccess;
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unsigned int testListSize = sizeof(testList) / sizeof(testList[0]);
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int numTests = testListSize;
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int warmup = 10; // number of warmup iterations
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DEBUG_PRINT("numTests %d", numTests);
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// set up timing kernel
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uint64_t timer_freq_in_hz;
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int clock_rate = 0; // in kHz
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HIP_CHECK(hipDeviceGetAttribute(&clock_rate, hipDeviceAttributeWallClockRate, 0));
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timer_freq_in_hz = clock_rate * 1000;
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uint64_t timing_in_us = 4; // CHANGE THIS TO CHANGE EXECUTION TIME
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const uint64_t timing_count = timer_freq_in_hz * timing_in_us / 1000000;
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int iterations = 100; // number of times to run the test to get an average time
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float* srcBuffer = NULL;
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unsigned int bufSize_ = 64 * sizeof(float);
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err = hipMalloc(&srcBuffer, bufSize_);
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REQUIRE(err == hipSuccess);
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hipEvent_t startEvent, stopEvent;
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HIP_CHECK(hipEventCreate(&startEvent));
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HIP_CHECK(hipEventCreate(&stopEvent));
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// run twice for both dispatch speed and full kernel latency
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for (int j = 0; j < 2; j++) {
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bool useTimingKernel = (j == 1);
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if (useTimingKernel) {
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CONSOLE_PRINT("\nTIMING KERNEL TEST ()");
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CONSOLE_PRINT("--------------------------------------------------------------");
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} else {
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CONSOLE_PRINT("EMPTY KERNEL TEST");
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CONSOLE_PRINT("--------------------------------------------------------------");
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}
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// loop through all possible timing methods
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for (unsigned int i = 0; i < TimingMode_NumModes; i++) {
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TimingMode mode = static_cast<TimingMode>(i);
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CONSOLE_PRINT("\nTIMING METHOD:");
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switch (mode) {
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case TimingMode_WallTime:
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CONSOLE_PRINT("Wall Time");
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break;
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case TimingMode_HIPEvent:
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CONSOLE_PRINT("HIP Events");
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break;
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default:
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CONSOLE_PRINT("Unknown Mode");
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}
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// go through test iterations
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for (int test = 0; test < numTests; test++) {
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int openTest = test % testListSize;
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int threads = (bufSize_ / sizeof(float));
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int threads_per_block = 64;
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int blocks = (threads / threads_per_block) + (threads % threads_per_block);
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double finalPerf = 0.0;
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double wallMicroSec = 0.0;
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std::chrono::high_resolution_clock::time_point startWall, stopWall;
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// warmup
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for (int i = 0; i < warmup; i++) {
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hipLaunchKernelGGL(_TimingKernel, dim3(blocks), dim3(threads_per_block), 0,
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hipStream_t(0), timing_count);
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}
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HIP_CHECK(hipStreamSynchronize(0));
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for (int it = 0; it < iterations; it++) {
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switch (mode) {
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case TimingMode_WallTime:
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startWall = std::chrono::high_resolution_clock::now();
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break;
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case TimingMode_HIPEvent:
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HIP_CHECK(hipEventRecord(startEvent, 0));
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break;
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default:
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CONSOLE_PRINT("Unknown Mode");
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}
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for (unsigned int i = 0; i < testList[openTest]; i++) {
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if (useTimingKernel) {
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// use the timing kernel to measure dispatch and execution speed
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hipLaunchKernelGGL(_TimingKernel, dim3(blocks), dim3(threads_per_block), 0,
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hipStream_t(0), timing_count);
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} else {
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// use the dispatch speed kernel
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hipLaunchKernelGGL(_dispatchSpeed, dim3(blocks), dim3(threads_per_block), 0,
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hipStream_t(0), srcBuffer);
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}
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}
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switch (mode) {
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case TimingMode_WallTime: {
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err = hipStreamSynchronize(0);
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REQUIRE(err == hipSuccess);
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stopWall = std::chrono::high_resolution_clock::now();
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wallMicroSec =
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std::chrono::duration<double, std::micro>(stopWall - startWall).count();
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finalPerf += wallMicroSec / testList[openTest];
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break;
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}
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case TimingMode_HIPEvent: {
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HIP_CHECK(hipEventRecord(stopEvent, 0));
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HIP_CHECK(hipEventSynchronize(stopEvent));
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float elapsed;
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HIP_CHECK(hipEventElapsedTime(&elapsed, startEvent, stopEvent)); // in milliseconds
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finalPerf += (elapsed * 1000.0f) / testList[openTest]; // convert ms to µs
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break;
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}
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default:
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CONSOLE_PRINT("Unknown Mode");
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}
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}
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finalPerf /= iterations; // average the performance over all iterations
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CONSOLE_PRINT("HIPPerfDispatchSpeed[%3d] %7d dispatches (us/disp) %3f", test,
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testList[openTest], (float)finalPerf);
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}
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}
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}
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HIP_CHECK(hipEventDestroy(startEvent));
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HIP_CHECK(hipEventDestroy(stopEvent));
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HIP_CHECK(hipFree(srcBuffer));
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}
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/**
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* End doxygen group perfDispatchTest.
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* @}
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*/
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