/* 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 #include #include #include "Common.hpp" #include #include struct SyncData { uint64_t cpuStart; uint64_t cpuStop; int32_t xccId; }; __global__ void SyncKernel(volatile uint64_t* cpuTime, volatile uint32_t* abortFlag, SyncData* syncData) { // Collect timestamp upon kernel entry uint64_t cpuStart = *cpuTime; // Wait for abort flag to be modified while (*abortFlag == 0); // Collect timestamps after abort flag uint64_t cpuStop = *cpuTime; // Save timestamps syncData[blockIdx.x].cpuStart = cpuStart; syncData[blockIdx.x].cpuStop = cpuStop; GetXccId(syncData[blockIdx.x].xccId); } void UpdateCpuTime(volatile uint64_t* cpuTimestamp, volatile bool& abortThread) { while (!abortThread) { *cpuTimestamp = std::chrono::steady_clock::now().time_since_epoch().count(); } } int main(int argc, char **argv) { int numBlocks = (argc > 1 ? atoi(argv[1]) : 4); int numIterations = (argc > 2 ? atoi(argv[2]) : 1); int numWarmups = (argc > 3 ? atoi(argv[3]) : 100); int numSleepUsec = (argc > 4 ? atoi(argv[4]) : 20); int totalIterations = numWarmups + numIterations; int numGpus; HIP_CALL(hipGetDeviceCount(&numGpus)); printf("Running %d GPUs with %d block(s) each, %d timed iterations, %d untimed warmup iterations, sleeping for %d usec\n", numGpus, numBlocks, numIterations, numWarmups, numSleepUsec); for (int i = 0; i < numGpus; i++) { hipDeviceProp_t prop; HIP_CALL(hipGetDeviceProperties(&prop, i)); printf("GPU %02d: %s\n", i, prop.gcnArchName); } typedef typename std::ratio_multiply::type MicroSec; printf("std::chrono::steady_clock precision: %8.3f usec\n", static_cast(MicroSec::num)/MicroSec::den); // Allocate pinned host memory for CPU timestamp / abort flag volatile uint64_t* cpuTimestamp; volatile uint32_t* abortFlag; HIP_CALL(hipHostMalloc((void**)&cpuTimestamp, sizeof(uint64_t))); HIP_CALL(hipHostMalloc((void**)&abortFlag, sizeof(uint32_t))); // Allocate device memory for collecting timestamps std::vector syncDataList(numGpus); std::vectorstreams(numGpus); for (int i = 0; i < numGpus; i++) { HIP_CALL(hipSetDevice(i)); HIP_CALL(hipMalloc((void**)&syncDataList[i], numIterations * numBlocks * sizeof(SyncData))); HIP_CALL(hipStreamCreate(&streams[i])); } // Start update thread // NOTE: NPKit usually runs 1 GPU per process which means 1 update thread per GPU // However in this case, only a single CPU update thread is used volatile bool abortThread = false; std::thread updateThread(UpdateCpuTime, cpuTimestamp, std::ref(abortThread)); // Launch one thread per GPU std::vector cpuAbortTime(totalIterations); std::vector> cpuStartList(numGpus, std::vector(totalIterations, 0)); std::vector> cpuReturnList(numGpus, std::vector(totalIterations, 0)); std::vector> cpuStopList(numGpus, std::vector(totalIterations, 0)); uint64_t cpuAbort; #pragma omp parallel num_threads(numGpus) { int deviceId = omp_get_thread_num(); HIP_CALL(hipSetDevice(deviceId)); for (int iteration = 0; iteration < totalIterations; iteration++) { // Single thread resets abort flag #pragma omp single *abortFlag = 0; // Prepare for this iteration SyncData* syncData = syncDataList[deviceId] + (iteration * numBlocks); // Wait for all threads to arrive before launching all kernels #pragma omp barrier uint64_t cpuStart = std::chrono::steady_clock::now().time_since_epoch().count(); SyncKernel<<>>(cpuTimestamp, abortFlag, syncData); uint64_t cpuReturn = std::chrono::steady_clock::now().time_since_epoch().count(); // Busy wait performs more accurately than usleep / sleep_for if (deviceId == 0) { while (std::chrono::steady_clock::now().time_since_epoch().count() - cpuStart < numSleepUsec * 1000); *abortFlag = 1; cpuAbort = std::chrono::steady_clock::now().time_since_epoch().count(); } // Wait for kernels to finish HIP_CALL(hipStreamSynchronize(streams[deviceId])); uint64_t cpuStop = std::chrono::steady_clock::now().time_since_epoch().count(); // Store values (after all timings to avoid false sharing) cpuStartList[deviceId][iteration] = cpuStart; cpuReturnList[deviceId][iteration] = cpuReturn; #pragma omp single cpuAbortTime[iteration] = cpuAbort; cpuStopList[deviceId][iteration] = cpuStop; #pragma omp barrier } } abortThread = true; updateThread.join(); for (int iteration = 1; iteration <= numIterations; iteration++) { // Ignore warmup iterations int iter = iteration + numWarmups - 1; printf("---------------------------------------------------------------------------------------------------\n"); printf("Iteration %d: (All times in usec)\n", iteration); uint64_t origin = cpuStartList[0][iter]; for (int gpu = 0; gpu < numGpus; gpu++) { for (int block = 0; block < numBlocks; block++) { origin = std::min(origin, cpuStartList[gpu][iter]); origin = std::min(origin, syncDataList[gpu][iter * numBlocks + block].cpuStart); origin = std::min(origin, cpuAbortTime[iter]); origin = std::min(origin, syncDataList[gpu][iter * numBlocks + block].cpuStop); origin = std::min(origin, cpuStopList[gpu][iter]); } } printf("| GPU | BLOCK | XCC | START(CPU) | RETURN(CPU)| START(GPU) | ABORT(CPU) | STOP (GPU) | STOP (CPU) |\n"); double minCpuStart, minGpuStart, minCpuReturn, minCpuAbort, minGpuStop, minCpuStop; double maxCpuStart, maxGpuStart, maxCpuReturn, maxCpuAbort, maxGpuStop, maxCpuStop; for (int gpu = 0; gpu < numGpus; gpu++) { for (int block = 0; block < numBlocks; block++) { int xccId = syncDataList[gpu][iter * numBlocks + block].xccId; double cpuStart = (cpuStartList[gpu][iter] - origin) / 1000.0; double gpuStart = (syncDataList[gpu][iter * numBlocks + block].cpuStart - origin) / 1000.0; double cpuReturn = (cpuReturnList[gpu][iter] - origin) / 1000.0; double cpuAbort = (cpuAbortTime[iter] - origin) / 1000.0; double gpuStop = (syncDataList[gpu][iter * numBlocks + block].cpuStop - origin) / 1000.0; double cpuStop = (cpuStopList[gpu][iter] - origin) / 1000.0; minCpuStart = ((gpu == 0 && block == 0) || (minCpuStart > cpuStart)) ? cpuStart : minCpuStart; maxCpuStart = ((gpu == 0 && block == 0) || (maxCpuStart < cpuStart)) ? cpuStart : maxCpuStart; minGpuStart = ((gpu == 0 && block == 0) || (minGpuStart > gpuStart)) ? gpuStart : minGpuStart; maxGpuStart = ((gpu == 0 && block == 0) || (maxGpuStart < gpuStart)) ? gpuStart : maxGpuStart; minCpuReturn = ((gpu == 0 && block == 0) || (minCpuReturn > cpuReturn)) ? cpuReturn : minCpuReturn; maxCpuReturn = ((gpu == 0 && block == 0) || (maxCpuReturn < cpuReturn)) ? cpuReturn : maxCpuReturn; minCpuAbort = ((gpu == 0 && block == 0) || (minCpuAbort > cpuAbort)) ? cpuAbort : minCpuAbort; maxCpuAbort = ((gpu == 0 && block == 0) || (maxCpuAbort < cpuAbort)) ? cpuAbort : maxCpuAbort; minGpuStop = ((gpu == 0 && block == 0) || (minGpuStop > gpuStop)) ? gpuStop : minGpuStop; maxGpuStop = ((gpu == 0 && block == 0) || (maxGpuStop < gpuStop)) ? gpuStop : maxGpuStop; minCpuStop = ((gpu == 0 && block == 0) || (minCpuStop > gpuStop)) ? gpuStop : minCpuStop; maxCpuStop = ((gpu == 0 && block == 0) || (maxCpuStop < gpuStop)) ? gpuStop : maxCpuStop; printf("| %3d | %3d | %3d | %10.3f | %10.3f | %10.3f | %10.3f | %10.3f | %10.3f |\n", gpu, block, xccId, cpuStart, cpuReturn, gpuStart, cpuAbort, gpuStop, cpuStop); } } printf("---------------------------------------------------------------------------------------------------\n"); printf("| MIN | %10.3f | %10.3f | %10.3f | %10.3f | %10.3f | %10.3f |\n", minCpuStart, minCpuReturn, minGpuStart, minCpuAbort, minGpuStop, minCpuStop); printf("| MAX | %10.3f | %10.3f | %10.3f | %10.3f | %10.3f | %10.3f |\n", maxCpuStart, maxCpuReturn, maxGpuStart, maxCpuAbort, maxGpuStop, maxCpuStop); printf("| DIFF | %10.3f | %10.3f | %10.3f | %10.3f | %10.3f | %10.3f |\n", maxCpuStart - minCpuStart, maxCpuReturn - minCpuReturn, maxGpuStart - minGpuStart, maxCpuAbort - minCpuAbort, maxGpuStop - minGpuStop, maxCpuStop - minCpuStop); } return 0; }