/* Copyright (c) 2020 - 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. */ /* Test 6 is disabled */ /* HIT_START * BUILD: %t %s ../../test_common.cpp NVCC_OPTIONS -std=c++11 * TEST_NAMED: %t hipMallocManaged1 --tests 1 * TEST_NAMED: %t hipMallocManaged2 --tests 2 * TEST_NAMED: %t hipMallocManagedNegativeTests --tests 3 * TEST_NAMED: %t hipMallocManagedMultiChunkSingleDevice --tests 4 * TEST_NAMED: %t hipMallocManagedMultiChunkMultiDevice --tests 5 * TEST_NAMED: %t hipMallocManagedOversubscription --tests 6 EXCLUDE_HIP_PLATFORM nvidia EXCLUDE_HIP_RUNTIME rocclr * HIT_END */ #include #include "test_common.h" #define N 1048576 // equals to (1024*1024) #define INIT_VAL 123 /* * Kernel function to perform addition operation. */ template __global__ void vector_sum(T *Ad1, T *Ad2, size_t NUM_ELMTS) { size_t offset = (blockIdx.x * blockDim.x + threadIdx.x); size_t stride = blockDim.x * gridDim.x; for (size_t i = offset; i < NUM_ELMTS; i += stride) { Ad2[i] = Ad1[i] + Ad1[i]; } } // The following Test case tests the following scenario: // A large chunk of hipMallocManaged() memory(Hmm) is created // Equal parts of Hmm is accessed on available gpus and // kernel is launched on acessed chunk of hmm memory // and checks if there are any inconsistencies or access issues bool MultiChunkMultiDevice(int NumDevices) { std::atomic DataMismatch{0}; bool IfTestPassed = true; int Counter = 0; unsigned int NUM_ELMS = (1024 * 1024); float *Ad[NumDevices], *Hmm = NULL, *Ah = new float[NUM_ELMS]; hipStream_t stream[NumDevices]; for (int Oloop = 0; Oloop < NumDevices; ++Oloop) { HIPCHECK(hipSetDevice(Oloop)); HIPCHECK(hipMalloc(&Ad[Oloop], NUM_ELMS * sizeof(float))); HIPCHECK(hipMemset(Ad[Oloop], 0, NUM_ELMS * sizeof(float))); HIPCHECK(hipStreamCreate(&stream[Oloop])); } HIPCHECK(hipMallocManaged(&Hmm, (NumDevices * NUM_ELMS * sizeof(float)))); for (int i = 0; i < NumDevices; ++i) { for (; Counter < ((i + 1) * NUM_ELMS); ++Counter) { Hmm[Counter] = INIT_VAL + i; } } const unsigned threadsPerBlock = 256; const unsigned blocks = (NUM_ELMS + 255)/256; for (int Klaunch = 0; Klaunch < NumDevices; ++Klaunch) { // If without setting device, Hmm value will be read as 0 in kernel on // GPU where Hmm isn't allocated by hipMallocManaged(). This looks like // a bug of cuda. The following line is to fix the bug on cuda only. HIPCHECK(hipSetDevice(Klaunch)); vector_sum <<>> (&Hmm[Klaunch * NUM_ELMS], Ad[Klaunch], NUM_ELMS); } for (int m = 0; m < NumDevices; ++m) { HIPCHECK(hipStreamSynchronize(stream[m])); HIPCHECK(hipMemcpy(Ah, Ad[m], NUM_ELMS * sizeof(float), hipMemcpyDeviceToHost)); for (int n = 0; n < NUM_ELMS; ++n) { if (Ah[n] != ((INIT_VAL + m) * 2)) { DataMismatch++; } } memset(reinterpret_cast(Ah), 0, NUM_ELMS * sizeof(float)); } if (DataMismatch.load() != 0) { printf("MultiChunkMultiDevice: Mismatch observed!\n"); IfTestPassed = false; } for (int i = 0; i < NumDevices; ++i) { HIPCHECK(hipFree(Ad[i])); HIPCHECK(hipStreamDestroy(stream[i])); } HIPCHECK(hipFree(Hmm)); free(Ah); return IfTestPassed; } // The following Test case tests the following scenario: // A large chunk of hipMallocManaged() memory(Hmm) is created // Equal parts of Hmm is accessed and // kernel is launched on acessed chunk of hmm memory // and checks if there are any inconsistencies or access issues bool MultiChunkSingleDevice(int NumDevices) { std::atomic DataMismatch{0}; int Chunks = 4, Counter = 0; bool IfTestPassed = true; unsigned int NUM_ELMS = (1024 * 1024); float *Ad[Chunks], *Hmm = NULL, *Ah = new float[NUM_ELMS]; hipStream_t stream[Chunks]; for (int i = 0; i < Chunks; ++i) { HIPCHECK(hipMalloc(&Ad[i], NUM_ELMS * sizeof(float))); HIPCHECK(hipMemset(Ad[i], 0, NUM_ELMS * sizeof(float))); HIPCHECK(hipStreamCreate(&stream[i])); } HIPCHECK(hipMallocManaged(&Hmm, (Chunks * NUM_ELMS * sizeof(float)))); for (int i = 0; i < Chunks; ++i) { for (; Counter < ((i + 1) * NUM_ELMS); ++Counter) { Hmm[Counter] = (INIT_VAL + i); } } const unsigned threadsPerBlock = 256; const unsigned blocks = (NUM_ELMS + 255)/256; for (int k = 0; k < Chunks; ++k) { vector_sum <<>> (&Hmm[k * NUM_ELMS], Ad[k], NUM_ELMS); } HIPCHECK(hipDeviceSynchronize()); for (int m = 0; m < Chunks; ++m) { HIPCHECK(hipMemcpy(Ah, Ad[m], NUM_ELMS * sizeof(float), hipMemcpyDeviceToHost)); for (int n = 0; n < NUM_ELMS; ++n) { if (Ah[n] != ((INIT_VAL + m) * 2)) { DataMismatch++; } } } if (DataMismatch.load() != 0) { printf("MultiChunkSingleDevice: Mismatch observed!\n"); IfTestPassed = false; } for (int i = 0; i < Chunks; ++i) { HIPCHECK(hipFree(Ad[i])); HIPCHECK(hipStreamDestroy(stream[i])); } HIPCHECK(hipFree(Hmm)); free(Ah); return IfTestPassed; } // The following tests oversubscription hipMallocManaged() api // Currently disabled. bool TestOversubscriptionMallocManaged(int NumDevices) { bool IfTestPassed = true; hipError_t err; void *A = NULL; size_t total = 0, free = 0; HIPCHECK(hipMemGetInfo(&free, &total)); // ToDo: In case of HMM, memory over-subscription is allowed. Hence, relook // into how out of memory can be tested. // Demanding more mem size than available err = hipMallocManaged(&A, (free +1), hipMemAttachGlobal); if (hipErrorOutOfMemory != err) { printf("hipMallocManaged: Returned %s for size value > device memory\n", hipGetErrorString(err)); IfTestPassed = false; } return IfTestPassed; } // The following test does negative testing of hipMallocManaged() api // by passing invalid values and check if the behavior is as expected bool NegativeTestsMallocManaged(int NumDevices) { bool IfTestPassed = true; hipError_t err; void *A; size_t total = 0, free = 0; HIPCHECK(hipMemGetInfo(&free, &total)); err = hipMallocManaged(NULL, 1024, hipMemAttachGlobal); if (hipErrorInvalidValue != err) { printf("hipMallocManaged: Returned %s when devPtr is null\n", hipGetErrorString(err)); IfTestPassed = false; } // cuda api doc says : If size is 0, cudaMallocManaged returns // cudaErrorInvalidValue. However, it is observed that cuda 11.2 api returns // success and contradicts with api doc. // With size(0), api expected to return error code (or) // reset ptr while returning success (to accommodate cuda 11.2 api behavior). err = hipMallocManaged(&A, 0, hipMemAttachGlobal); if ((hipErrorInvalidValue == err) || ((hipSuccess == err) && (nullptr == A))) { IfTestPassed &= true; } else { IfTestPassed = false; } err = hipMallocManaged(NULL, 0, hipMemAttachGlobal); if (hipErrorInvalidValue != err) { printf("hipMallocManaged: Returned %s when devPtr & size is null & 0\n", hipGetErrorString(err)); IfTestPassed = false; } err = hipMallocManaged(NULL, 1024, hipMemAttachHost); if (hipErrorInvalidValue != err) { printf("hipMallocManaged: Returned %s for 'hipMemAttachHost' flag\n", hipGetErrorString(err)); IfTestPassed = false; } // cuda api doc says : If size is 0, cudaMallocManaged returns // cudaErrorInvalidValue. However, it is observed that cuda 11.2 api returns // success and contradicts with api doc. // With size(0), api expected to return error code (or) // reset ptr while returning success (to accommodate cuda 11.2 api behavior). err = hipMallocManaged(&A, 0, hipMemAttachHost); if ((hipErrorInvalidValue == err) || ((hipSuccess == err) && (nullptr == A))) { IfTestPassed &= true; } else { IfTestPassed = false; } err = hipMallocManaged(NULL, 0, hipMemAttachHost); if (hipErrorInvalidValue != err) { printf("hipMallocManaged: Returned %s when devPtr & size is null & 0\n", hipGetErrorString(err)); IfTestPassed = false; } err = hipMallocManaged(NULL, 0, 0); if (hipErrorInvalidValue != err) { printf("hipMallocManaged: Returned %s when params are null, 0, 0\n", hipGetErrorString(err)); IfTestPassed = false; } err = hipMallocManaged(&A, 1024, 145); if (hipErrorInvalidValue != err) { printf("hipMallocManaged: Returned %s when flag param is numerical 145\n", hipGetErrorString(err)); IfTestPassed = false; } err = hipMallocManaged(&A, -10, hipMemAttachGlobal); if (hipErrorOutOfMemory != err) { printf("hipMallocManaged: Returned %s for negative size value.\n", hipGetErrorString(err)); IfTestPassed = false; } return IfTestPassed; } // Allocate two pointers using hipMallocManaged(), initialize, // then launch kernel using these pointers directly and // later validate the content without using any Memcpy. template bool TestMallocManaged2(int NumDevices) { bool IfTestPassed = true; T *Hmm1 = NULL, *Hmm2 = NULL; for (int i = 0; i < NumDevices; ++i) { HIPCHECK(hipSetDevice(i)); std::atomic DataMismatch{0}; HIPCHECK(hipMallocManaged(&Hmm1, N * sizeof(T))); HIPCHECK(hipMallocManaged(&Hmm2, N * sizeof(T))); for (int m = 0; m < N; ++m) { Hmm1[m] = m; Hmm2[m] = 0; } const unsigned threadsPerBlock = 256; const unsigned blocks = (N + 255)/256; // Kernel launch vector_sum <<>> (Hmm1, Hmm2, N); HIPCHECK(hipDeviceSynchronize()); for (int v = 0; v < N; ++v) { if (Hmm2[v] != (v + v)) { DataMismatch++; } } if (DataMismatch.load() != 0) { IfTestPassed = false; } HIPCHECK(hipFree(Hmm1)); HIPCHECK(hipFree(Hmm2)); } return IfTestPassed; } // In the following test, a memory is created using hipMallocManaged() by // setting a device and verified if it is accessible when the context is set // to all other devices. This include verification and Device two Device // transfers and kernel launch o discover if there any access issues. template bool TestMallocManaged1(int NumDevices) { std::atomic DataMismatch; bool TestPassed = true; T *Ah1 = new T[N], *Ah2 = new T[N], *Ad = NULL, *Hmm = NULL; for (int i =0; i < N; ++i) { Ah1[i] = INIT_VAL; Ah2[i] = 0; } for (int Oloop = 0; Oloop < NumDevices; ++Oloop) { DataMismatch = 0; HIPCHECK(hipSetDevice(Oloop)); HIPCHECK(hipMallocManaged(&Hmm, N * sizeof(T))); for (int Iloop = 0; Iloop < NumDevices; ++Iloop) { HIPCHECK(hipSetDevice(Iloop)); HIPCHECK(hipMalloc(&Ad, N * sizeof(T))); // Copy data from host to hipMallocMananged memory and verify HIPCHECK(hipMemcpy(Hmm, Ah1, N * sizeof(T), hipMemcpyHostToDevice)); for (int v = 0; v < N; ++v) { if (Hmm[v] != INIT_VAL) { DataMismatch++; } } if (DataMismatch.load() != 0) { printf("Mismatch is observed with host data at device %d", Iloop); printf(" while hipMallocManaged memory set to the device %d\n", Oloop); TestPassed = false; DataMismatch = 0; } // Executing D2D transfer with hipMallocManaged memory and verify HIPCHECK(hipMemcpy(Ad, Hmm, N * sizeof(T), hipMemcpyDeviceToDevice)); HIPCHECK(hipMemcpy(Ah2, Ad, N * sizeof(T), hipMemcpyDeviceToHost)); for (int k = 0; k < N; ++k) { if (Ah2[k] != INIT_VAL) { DataMismatch++; } } if (DataMismatch.load() != 0) { printf("Mismatch is observed with D2D transfer at device %d\n", Iloop); printf(" while hipMallocManaged memory set to the device %d\n", Oloop); TestPassed = false; DataMismatch = 0; } HIPCHECK(hipMemset(Ad, 0, N * sizeof(T))); const unsigned threadsPerBlock = 256; const unsigned blocks = (N + 255)/256; // Launching the kernel to check if there is any access issue with // hipMallocManaged memory and local device's memory vector_sum <<>> (Hmm, Ad, N); hipDeviceSynchronize(); HIPCHECK(hipMemcpy(Ah2, Ad, N * sizeof(T), hipMemcpyDeviceToHost)); for (int m = 0; m < N; ++m) { if (Ah2[m] != 246) { DataMismatch++; } } if (DataMismatch.load() != 0) { printf("Data Mismatch observed after kernel lch device %d\n", Iloop); TestPassed = false; DataMismatch = 0; } HIPCHECK(hipFree(Ad)); } HIPCHECK(hipFree(Hmm)); } free(Ah1); free(Ah2); return TestPassed; } int main(int argc, char* argv[]) { HipTest::parseStandardArguments(argc, argv, true); if ((p_tests <= 0) || (p_tests > 5)) { failed("Valid arguments are from 1 to 5"); } int managed_memory = 0; HIPCHECK(hipDeviceGetAttribute(&managed_memory, hipDeviceAttributeManagedMemory, p_gpuDevice)); if (!managed_memory) { printf("info: managed memory access not supported on device %d\n Skipped\n", p_gpuDevice); passed(); } int NumDevices = 0; HIPCHECK(hipGetDeviceCount(&NumDevices)); bool TestStatus = true, OverAllStatus = true; if (p_tests == 1) { TestStatus = TestMallocManaged1(NumDevices); if (!TestStatus) { printf("Test Failed with float datatype.\n"); OverAllStatus = false; } TestStatus = TestMallocManaged1(NumDevices); if (!TestStatus) { printf("Test Failed with int datatype.\n"); OverAllStatus = false; } TestStatus = TestMallocManaged1(NumDevices); if (!TestStatus) { printf("Test Failed with unsigned char datatype.\n"); OverAllStatus = false; } TestStatus = TestMallocManaged1(NumDevices); if (!TestStatus) { printf("Test Failed with double datatype.\n"); OverAllStatus = false; } if (!OverAllStatus) { failed("\n"); } } if (p_tests == 2) { TestStatus = TestMallocManaged2(NumDevices); if (!TestStatus) { failed("Test Failed with float datatype."); } } if (p_tests == 3) { TestStatus = NegativeTestsMallocManaged(NumDevices); if (!TestStatus) { failed("Negative Tests with hipMallocManaged() failed!."); } } if (p_tests == 4) { TestStatus = MultiChunkSingleDevice(NumDevices); if (!TestStatus) { failed("hipMallocManaged: MultiChunkSingleDevice test failed!"); } } if (p_tests == 5) { TestStatus = MultiChunkMultiDevice(NumDevices); if (!TestStatus) { failed("hipMallocManaged: MultiChunkMultiDevice test failed!"); } } if (p_tests == 6) { TestStatus = TestOversubscriptionMallocManaged(NumDevices); if (!TestStatus) { failed("hipMallocManaged: TestOversubscriptionMallocManaged failed!"); } } passed(); }