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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. */ /** * @addtogroup hipMemcpyAsync * @{ * @ingroup perfMemoryTest * `hipError_t hipMemcpyPeerAsync(void* dst, int dstDevice, const void* src, int srcDevice, size_t sizeBytes, hipStream_t stream) ` - * Copies data between devices. */ #include #include #include #include #include #include #define VERIFY_DATA static constexpr size_t N = 1024 * 1024 * 256; static constexpr size_t dataBytes = N * sizeof(int); // 1Gb or 1073741824 bytes static constexpr int nIters = 10; // interation number for test /** * Test Description * ------------------------ * - Verify device 0 to all devices copy performance. * It also verify the copy performance of indiviual devices like device 0 * to device 1, device 0 to device 2,...., device 0 to device 7. * Test source * ------------------------ * - perftests/memory/hipPerfBufferCopyInterGpuPerformance.cc * Test requirements * ------------------------ * - HIP_VERSION >= 7.0 */ TEST_CASE("Perf_PerfBufferCopySpeedAll2All_Inter_GPU") { int nGpus = 0; HIP_CHECK(hipGetDeviceCount(&nGpus)); if (nGpus < 2) { fprintf(stderr, "Need at least 2 GPUs, skipped!\n"); return; } int** ArrayOfDevicePointers = reinterpret_cast(malloc(nGpus * sizeof(int*))); for (int local = 0; local < nGpus; local++) { HIP_CHECK(hipSetDevice(local)); HIP_CHECK(hipMalloc(&ArrayOfDevicePointers[local], dataBytes)); } HIP_CHECK(hipSetDevice(0)); hipStream_t* streams = reinterpret_cast(malloc(nGpus * sizeof(hipStream_t))); for (int stream = 0; stream < nGpus; stream++) { HIP_CHECK(hipStreamCreateWithFlags(&streams[stream], hipStreamNonBlocking)); } std::vector srcData(dataBytes); std::fill_n(srcData.begin(), N, 9); HIP_CHECK(hipMemcpy(ArrayOfDevicePointers[0], srcData.data(), dataBytes, hipMemcpyHostToDevice)); // warmup operation for (int dstDeviceId = 1; dstDeviceId < nGpus; dstDeviceId++) { HIP_CHECK(hipMemcpyPeerAsync(ArrayOfDevicePointers[dstDeviceId], dstDeviceId, ArrayOfDevicePointers[0], 0, dataBytes, streams[dstDeviceId])); } HIP_CHECK(hipDeviceSynchronize()); for (int dstDeviceId = 1; dstDeviceId < nGpus; dstDeviceId++) { auto cpuStart = std::chrono::steady_clock::now(); for (int it = 0; it < nIters; it++) { HIP_CHECK(hipMemcpyPeerAsync(ArrayOfDevicePointers[dstDeviceId], dstDeviceId, ArrayOfDevicePointers[0], 0, dataBytes, streams[dstDeviceId])); } HIP_CHECK(hipStreamSynchronize(streams[dstDeviceId])); std::chrono::duration cpuMS = std::chrono::steady_clock::now() - cpuStart; fprintf(stderr, "Time: %f ms, transfer of %f GB data and Data transfer rate : %f " "GB/s from device : 0 to device : %d\n", cpuMS.count() / nIters, dataBytes / 1e9, (dataBytes * 1000) / ((cpuMS.count() / nIters) * 1024 * 1024 * 1024), dstDeviceId); } // copy device 0 to all the devices auto cpuStart = std::chrono::steady_clock::now(); for (int it = 0; it < nIters; it++) { for (int dstDeviceId = 1; dstDeviceId < nGpus; dstDeviceId++) { HIP_CHECK(hipMemcpyPeerAsync(ArrayOfDevicePointers[dstDeviceId], dstDeviceId, ArrayOfDevicePointers[0], 0, dataBytes, streams[dstDeviceId])); } HIP_CHECK(hipDeviceSynchronize()); } std::chrono::duration cpuMS = std::chrono::steady_clock::now() - cpuStart; fprintf(stderr, "Time: %f ms, transfer of %f GB data and Data transfer rate : %f " "GB/s from device : 0 to All devices\n", cpuMS.count() / nIters, dataBytes / 1e9, (dataBytes * 1000) / ((cpuMS.count() / nIters) * 1024 * 1024 * 1024)); // validation #ifdef VERIFY_DATA for (int dstDeviceId = 1; dstDeviceId < nGpus; dstDeviceId++) { HIP_CHECK(hipSetDevice(dstDeviceId)); std::vector dstData(dataBytes); std::fill_n(dstData.begin(), N, 0); HIP_CHECK(hipMemcpy(dstData.data(), ArrayOfDevicePointers[dstDeviceId], dataBytes, hipMemcpyDeviceToHost)); for (int i = 0; i < N; i++) { if (dstData[i] != 9) std::cout << "data transfer failed\n"; } } #endif for (int i = 0; i < nGpus; i++) { HIP_CHECK(hipFree(ArrayOfDevicePointers[i])); HIP_CHECK(hipStreamDestroy(streams[i])); } } /** * End doxygen group perfMemoryTest. * @} */