/* Copyright (c) 2021 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 // Kernel function __global__ void MallcMangdFlgTst(int n, float *x, float *y) { int index = blockIdx.x * blockDim.x + threadIdx.x; int stride = blockDim.x * gridDim.x; for (int i = index; i < n; i += stride) y[i] = x[i] * x[i]; } // The following function prints info on attributes related to HMM static int HmmAttrPrint() { int managed = 0; INFO("The following are the attribute values related to HMM for" " device 0:\n"); HIP_CHECK(hipDeviceGetAttribute(&managed, hipDeviceAttributeDirectManagedMemAccessFromHost, 0)); INFO("hipDeviceAttributeDirectManagedMemAccessFromHost: " << managed); HIP_CHECK(hipDeviceGetAttribute(&managed, hipDeviceAttributeConcurrentManagedAccess, 0)); INFO("hipDeviceAttributeConcurrentManagedAccess: " << managed); HIP_CHECK(hipDeviceGetAttribute(&managed, hipDeviceAttributePageableMemoryAccess, 0)); INFO("hipDeviceAttributePageableMemoryAccess: " << managed); HIP_CHECK(hipDeviceGetAttribute(&managed, hipDeviceAttributePageableMemoryAccessUsesHostPageTables, 0)); INFO("hipDeviceAttributePageableMemoryAccessUsesHostPageTables:" << managed); HIP_CHECK(hipDeviceGetAttribute(&managed, hipDeviceAttributeManagedMemory, 0)); INFO("hipDeviceAttributeManagedMemory: " << managed); return managed; } // The following section tests working of hipMallocManaged with flag parameters TEST_CASE("Unit_hipMallocManaged_FlgParam") { int managed = HmmAttrPrint(); if (managed == 1) { std::atomic DataMismatch{0}; bool IfTestPassed = true; float *HmmAG = NULL, *HmmAH1 = NULL, *HmmAH2 = NULL, INIT_VAL = 2.5; int NumDevs = 0, NUM_ELMS = 4096; HIP_CHECK(hipGetDeviceCount(&NumDevs)); float *Ad = NULL, *Ah = NULL; Ah = new float[NUM_ELMS]; // Testing hipMemAttachGlobal Flag HIP_CHECK(hipMallocManaged(&HmmAG, NUM_ELMS * sizeof(float), hipMemAttachGlobal)); // Initializing HmmAG memory for (int i = 0; i < NUM_ELMS; i++) { HmmAG[i] = INIT_VAL; Ah[i] = 0; } int blockSize = 256; int numBlocks = (NUM_ELMS + blockSize - 1) / blockSize; dim3 dimGrid(numBlocks, 1, 1); dim3 dimBlock(blockSize, 1, 1); hipStream_t strm; for (int i = 0; i < NumDevs; i++) { HIP_CHECK(hipSetDevice(i)); HIP_CHECK(hipStreamCreate(&strm)); HIP_CHECK(hipMalloc(&Ad, NUM_ELMS * sizeof(float))); HIP_CHECK(hipMemset(Ad, 0, NUM_ELMS * sizeof(float))); MallcMangdFlgTst<<>>(NUM_ELMS, HmmAG, Ad); HIP_CHECK(hipStreamSynchronize(strm)); HIP_CHECK(hipMemcpy(Ah, Ad, NUM_ELMS * sizeof(float), hipMemcpyDeviceToHost)); for (int j = 0; j < NUM_ELMS; ++j) { if (Ah[j] != (INIT_VAL * INIT_VAL)) { DataMismatch++; } } if (DataMismatch != 0) { WARN("Data Mismatch observed when kernel launched on"); WARN(" device: " << i); IfTestPassed = false; } DataMismatch = 0; HIP_CHECK(hipFree(Ad)); HIP_CHECK(hipStreamDestroy(strm)); } delete[] Ah; HIP_CHECK(hipFree(HmmAG)); DataMismatch = 0; HIP_CHECK(hipMallocManaged(&HmmAH1, NUM_ELMS * sizeof(float), hipMemAttachHost)); HIP_CHECK(hipMallocManaged(&HmmAH2, NUM_ELMS * sizeof(float), hipMemAttachHost)); // Initializing HmmAH memory for (int i = 0; i < NUM_ELMS; i++) { HmmAH1[i] = INIT_VAL; HmmAH2[i] = 0; } for (int i = 0; i < NumDevs; i++) { HIP_CHECK(hipSetDevice(i)); HIP_CHECK(hipStreamCreate(&strm)); HIP_CHECK(hipMemset(HmmAH2, 0, NUM_ELMS * sizeof(float))); MallcMangdFlgTst<<>>(NUM_ELMS, HmmAH1, HmmAH2); HIP_CHECK(hipStreamSynchronize(strm)); for (int j = 0; j < NUM_ELMS; ++j) { if (HmmAH2[j] != (INIT_VAL * INIT_VAL)) { DataMismatch++; } } if (DataMismatch != 0) { WARN("Data Mismatch observed when kernel launched on"); WARN(" device: " << i); IfTestPassed = false; } HIP_CHECK(hipStreamDestroy(strm)); } HIP_CHECK(hipFree(HmmAH1)); HIP_CHECK(hipFree(HmmAH2)); REQUIRE(IfTestPassed); } else { SUCCEED("Gpu doesnt support HMM! Hence skipping the test with PASS result"); } } // The following function tests Memory access allocated using hipMallocManaged // in multiple streams TEST_CASE("Unit_hipMallocManaged_AccessMultiStream") { int managed = HmmAttrPrint(); if (managed == 1) { std::atomic DataMismatch{0}; bool IfTestPassed = true; float *HmmAG = NULL, *HmmAH1 = NULL, *HmmAH2 = NULL, INIT_VAL = 2.5; int NumStrms = 0, MultiDevice = 0, NUM_ELMS = 4096; HIP_CHECK(hipGetDeviceCount(&MultiDevice)); if (MultiDevice >= 2) { HIP_CHECK(hipGetDeviceCount(&NumStrms)); } else { NumStrms = 4; } hipStream_t **Stream = new hipStream_t*[NumStrms]; for (int i = 0; i < NumStrms; ++i) { Stream[i] = reinterpret_cast(malloc(sizeof(hipStream_t))); } float *Ad = NULL, *Ah = NULL; Ah = new float[NUM_ELMS]; for (int i = 0; i < NumStrms; ++i) { if (MultiDevice >= 2) { HIP_CHECK(hipSetDevice(i)); } HIP_CHECK(hipStreamCreate(Stream[i])); } HIP_CHECK(hipSetDevice(0)); // Testing hipMemAttachGlobal Flag HIP_CHECK(hipMallocManaged(&HmmAG, NUM_ELMS * sizeof(float), hipMemAttachGlobal)); // Initializing HmmAG memory for (int i = 0; i < NUM_ELMS; i++) { HmmAG[i] = INIT_VAL; Ah[i] = 0; } int blockSize = 256; int numBlocks = (NUM_ELMS + blockSize - 1) / blockSize; dim3 dimGrid(numBlocks, 1, 1); dim3 dimBlock(blockSize, 1, 1); for (int i = 0; i < NumStrms; i++) { if (MultiDevice >= 2) { HIP_CHECK(hipSetDevice(i)); } HIP_CHECK(hipMalloc(&Ad, NUM_ELMS * sizeof(float))); HIP_CHECK(hipMemset(Ad, 0, NUM_ELMS * sizeof(float))); MallcMangdFlgTst<<>>(NUM_ELMS, HmmAG, Ad); HIP_CHECK(hipStreamSynchronize(*(Stream[i]))); // Validating the results HIP_CHECK(hipMemcpy(Ah, Ad, NUM_ELMS * sizeof(float), hipMemcpyDeviceToHost)); for (int j = 0; j < NUM_ELMS; ++j) { if (Ah[j] != (INIT_VAL * INIT_VAL)) { DataMismatch++; } } if (DataMismatch != 0) { WARN("Data Mismatch observed when kernel launched on"); WARN(" device: " << i); IfTestPassed = false; } DataMismatch = 0; HIP_CHECK(hipFree(Ad)); } delete[] Ah; HIP_CHECK(hipFree(HmmAG)); DataMismatch = 0; HIP_CHECK(hipMallocManaged(&HmmAH1, NUM_ELMS * sizeof(float), hipMemAttachHost)); HIP_CHECK(hipMallocManaged(&HmmAH2, NUM_ELMS * sizeof(float), hipMemAttachHost)); // Initializing HmmAH memory for (int i = 0; i < NUM_ELMS; i++) { HmmAH1[i] = INIT_VAL; HmmAH2[i] = 0; } for (int i = 0; i < NumStrms; i++) { if (MultiDevice >= 2) { HIP_CHECK(hipSetDevice(i)); } HIP_CHECK(hipMemset(HmmAH2, 0, NUM_ELMS * sizeof(float))); MallcMangdFlgTst<<>>(NUM_ELMS, HmmAH1, HmmAH2); HIP_CHECK(hipStreamSynchronize(*(Stream[i]))); for (int j = 0; j < NUM_ELMS; ++j) { if (HmmAH2[j] != (INIT_VAL * INIT_VAL)) { DataMismatch++; break; } } if (DataMismatch != 0) { WARN("Data Mismatch observed when kernel launched on"); WARN(" device: " << i); IfTestPassed = false; } } HIP_CHECK(hipFree(HmmAH1)); HIP_CHECK(hipFree(HmmAH2)); for (int i = 0; i < NumStrms; ++i) { HIP_CHECK(hipStreamDestroy(*(Stream[i]))); } REQUIRE(IfTestPassed); } else { SUCCEED("Gpu doesnt support HMM! Hence skipping the test with PASS result"); } }