[dtest] Tests for loading hip apis dynamically
SWDEV-238517 for enhancing hip unit tests Change-Id: I9b6ef41db2f02ee3679360d0fae709a404a0ea4f
Tento commit je obsažen v:
odevzdal
Mohan Kumar Mithur
rodič
3c4208aa7d
revize
e112d1e13f
@@ -1,6 +1,5 @@
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/*
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Copyright (c) 2019 Advanced Micro Devices, Inc. All rights reserved.
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Copyright (c) 2020-present Advanced Micro Devices, Inc. All rights reserved.
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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@@ -20,10 +19,13 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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THE SOFTWARE.
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*/
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/* Test for loading device kernels from a library created with extern "C" function
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*/
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/* HIT_START
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* BUILD_CMD: libfoo_amd %hc %S/%s -o libfoo.so -Xcompiler -fPIC -lpthread -shared -DTEST_SHARED_LIBRARY EXCLUDE_HIP_PLATFORM nvcc
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* BUILD_CMD: libfoo_nvidia %hc %S/%s -o libfoo.so -Xcompiler -fPIC -lpthread -shared -DTEST_SHARED_LIBRARY EXCLUDE_HIP_PLATFORM hcc rocclr
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* BUILD_CMD: %t %hc %S/%s -o %T/%t -ldl
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* BUILD_CMD: libLazyLoad_amd %hc %S/%s -o liblazyLoad.so -I%S/.. -fPIC -lpthread -shared -DTEST_SHARED_LIBRARY EXCLUDE_HIP_PLATFORM nvcc
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* BUILD_CMD: libLazyLoad_nvidia %hc %S/%s --std=c++11 -o liblazyLoad.so -I%S/.. -Xcompiler -fPIC -lpthread -shared -DTEST_SHARED_LIBRARY EXCLUDE_HIP_PLATFORM hcc rocclr
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* BUILD_CMD: %t %hc %S/%s --std=c++11 -o %T/%t -I%S/.. -ldl
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* TEST: %t
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* HIT_END
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*/
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@@ -32,17 +34,7 @@ THE SOFTWARE.
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#include <dlfcn.h>
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#include <iostream>
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#include <hip/hip_runtime.h>
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#define CHECK(cmd) \
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{ \
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hipError_t error = cmd; \
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if (error != hipSuccess) { \
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fprintf(stderr, "error: '%s'(%d) at %s:%d\n", hipGetErrorString(error), error, \
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__FILE__, __LINE__); \
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return (EXIT_FAILURE); \
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} \
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}
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#include "test_common.h"
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__global__ void vector_add(float* C, float* A, float* B, size_t N) {
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size_t offset = hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x;
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@@ -52,160 +44,325 @@ __global__ void vector_add(float* C, float* A, float* B, size_t N) {
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}
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}
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int launch_local_kernel() {
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float *A_d, *B_d, *C_d;
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float *A_h, *B_h, *C_h;
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size_t N = 1000000;
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size_t Nbytes = N * sizeof(float);
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static int device = 0;
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CHECK(hipSetDevice(device));
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hipDeviceProp_t props;
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CHECK(hipGetDeviceProperties(&props, device /*deviceID*/));
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A_h = (float*)malloc(Nbytes);
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CHECK(A_h == 0 ? hipErrorOutOfMemory : hipSuccess);
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B_h = (float*)malloc(Nbytes);
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CHECK(B_h == 0 ? hipErrorOutOfMemory : hipSuccess);
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C_h = (float*)malloc(Nbytes);
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CHECK(C_h == 0 ? hipErrorOutOfMemory : hipSuccess);
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// Fill with Phi + i
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for (size_t i = 0; i < N; i++) {
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A_h[i] = 1.618f + i;
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B_h[i] = 1.618f + i;
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bool launch_local_kernel() {
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bool testResult = true;
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float *A_d, *B_d, *C_d;
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float *A_h, *B_h, *C_h;
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size_t N = 1000000;
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size_t Nbytes = N * sizeof(float);
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static int device = 0;
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HIPCHECK(hipSetDevice(device));
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hipDeviceProp_t props;
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HIPCHECK(hipGetDeviceProperties(&props, device /*deviceID*/));
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A_h = reinterpret_cast<float*>(malloc(Nbytes));
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HIPCHECK(A_h == nullptr ? hipErrorOutOfMemory : hipSuccess);
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B_h = reinterpret_cast<float*>(malloc(Nbytes));
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HIPCHECK(B_h == nullptr ? hipErrorOutOfMemory : hipSuccess);
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C_h = reinterpret_cast<float*>(malloc(Nbytes));
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HIPCHECK(C_h == nullptr ? hipErrorOutOfMemory : hipSuccess);
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// Fill with Phi + i
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for (size_t i = 0; i < N; i++) {
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A_h[i] = 1.618f + i;
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B_h[i] = 1.618f + i;
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}
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HIPCHECK(hipMalloc(&A_d, Nbytes));
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HIPCHECK(hipMalloc(&B_d, Nbytes));
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HIPCHECK(hipMalloc(&C_d, Nbytes));
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HIPCHECK(hipMemcpy(A_d, A_h, Nbytes, hipMemcpyHostToDevice));
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HIPCHECK(hipMemcpy(B_d, B_h, Nbytes, hipMemcpyHostToDevice));
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const unsigned blocks = 512;
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const unsigned threadsPerBlock = 256;
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hipLaunchKernelGGL(vector_add, dim3(blocks), dim3(threadsPerBlock),
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0, 0, C_d, A_d, B_d, N);
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HIPCHECK(hipMemcpy(C_h, C_d, Nbytes, hipMemcpyDeviceToHost));
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for (size_t i=0; i < N ; i++) {
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if (C_h[i] != (A_h[i] + B_h[i])) {
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printf("data mismatch. Local kernel failed");
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testResult = false;
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break;
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}
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}
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CHECK(hipMalloc(&A_d, Nbytes));
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CHECK(hipMalloc(&B_d, Nbytes));
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CHECK(hipMalloc(&C_d, Nbytes));
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CHECK(hipMemcpy(A_d, A_h, Nbytes, hipMemcpyHostToDevice));
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CHECK(hipMemcpy(B_d, B_h, Nbytes, hipMemcpyHostToDevice));
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HIPCHECK(hipFree(A_d));
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HIPCHECK(hipFree(B_d));
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HIPCHECK(hipFree(C_d));
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const unsigned blocks = 512;
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const unsigned threadsPerBlock = 256;
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hipLaunchKernelGGL(vector_add, dim3(blocks), dim3(threadsPerBlock), 0, 0, C_d, A_d, B_d, N);
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CHECK(hipMemcpy(C_h, C_d, Nbytes, hipMemcpyDeviceToHost));
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free(A_h);
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free(B_h);
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free(C_h);
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CHECK(hipFree(A_d));
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CHECK(hipFree(B_d));
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CHECK(hipFree(C_d));
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free(A_h);
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free(B_h);
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free(C_h);
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std::cout << "PASSED!\n";
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return 0;
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std::cout << "Local kernel executed successfully\n";
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return testResult;
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}
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int launch_dynamically_loaded_kernel() {
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void* handle = dlopen("./libfoo.so", RTLD_LAZY);
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bool launch_dynamically_loaded_kernel() {
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bool testResult = true;
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int ret = 1;
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void* handle = dlopen("./liblazyLoad.so", RTLD_LAZY);
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if (!handle) {
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std::cout << dlerror() << "\n";
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return -1;
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testResult = false;
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return testResult;
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}
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std::cout << "loaded libfoo.so\n";
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void* sym = dlsym(handle, "foo");
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std::cout << "loaded liblazyLoad.so\n";
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void* sym = dlsym(handle, "lazyLoad");
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if (!sym) {
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std::cout << "unable to locate foo within libfoo.so\n";
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std::cout << "unable to locate lazyLoad within lazyLoad.so\n";
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std::cout << dlerror() << "\n";
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dlclose(handle);
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return -1;
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testResult = false;
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return testResult;
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}
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int(*fp)() = reinterpret_cast<int(*)()>(sym);
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int ret = fp();
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if (ret) {
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ret = fp();
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if (ret == 0) {
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std::cout << "dynamic launch failed\n";
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testResult = false;
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} else {
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std::cout << "dynamic launch succeeded\n";
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}
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dlclose(handle);
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return ret;
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return testResult;
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}
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int main() {
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int ret = 0;
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ret = launch_local_kernel();
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if (ret) {
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return ret;
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}
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bool testResult = true;
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ret = launch_dynamically_loaded_kernel();
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if (ret) {
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return ret;
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}
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testResult &= launch_local_kernel();
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testResult &= launch_dynamically_loaded_kernel();
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return 0;
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if (testResult == true) {
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passed();
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} else {
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failed("One or more tests failed");
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}
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}
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#else // !defined(TEST_SHARED_LIBRARY)
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#else // !defined(TEST_SHARED_LIBRARY)
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#include <dlfcn.h>
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#include <iostream>
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#include <hip/hip_runtime.h>
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#include "test_common.h"
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#define CHECK(cmd) \
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{ \
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hipError_t error = cmd; \
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if (error != hipSuccess) { \
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fprintf(stderr, "error: '%s'(%d) at %s:%d\n", hipGetErrorString(error), error, \
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__FILE__, __LINE__); \
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return (EXIT_FAILURE); \
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} \
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}
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__global__ void vadd(float* C, float* A, float* B, size_t N) {
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__global__ void vAdd(float* C, float* A, float* B, size_t N) {
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size_t offset = hipBlockIdx_x * hipBlockDim_x + hipThreadIdx_x;
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size_t stride = hipBlockDim_x * hipGridDim_x;
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for (size_t i = offset; i < N; i += stride) {
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C[i] = A[i] + B[i];
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}
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}
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extern "C" int foo() {
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float *A_d, *B_d, *C_d;
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float *A_h, *B_h, *C_h;
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size_t N = 1000000;
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size_t Nbytes = N * sizeof(float);
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static int device = 0;
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CHECK(hipSetDevice(device));
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hipDeviceProp_t props;
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CHECK(hipGetDeviceProperties(&props, device /*deviceID*/));
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A_h = (float*)malloc(Nbytes);
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CHECK(A_h == 0 ? hipErrorOutOfMemory : hipSuccess);
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B_h = (float*)malloc(Nbytes);
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CHECK(B_h == 0 ? hipErrorOutOfMemory : hipSuccess);
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C_h = (float*)malloc(Nbytes);
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CHECK(C_h == 0 ? hipErrorOutOfMemory : hipSuccess);
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// Fill with Phi + i
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for (size_t i = 0; i < N; i++) {
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A_h[i] = 1.618f + i;
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B_h[i] = 1.618f + i;
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int vectorAddKernelTest() {
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int testResult = 1;
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float *A_d, *B_d, *C_d;
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float *A_h, *B_h, *C_h;
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size_t N = 1000000;
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size_t Nbytes = N * sizeof(float);
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static int device = 0;
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HIPCHECK(hipSetDevice(device));
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hipDeviceProp_t props;
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HIPCHECK(hipGetDeviceProperties(&props, device /*deviceID*/));
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A_h = reinterpret_cast<float*>(malloc(Nbytes));
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HIPCHECK(A_h == nullptr ? hipErrorOutOfMemory : hipSuccess);
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B_h = reinterpret_cast<float*>(malloc(Nbytes));
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HIPCHECK(B_h == nullptr ? hipErrorOutOfMemory : hipSuccess);
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C_h = reinterpret_cast<float*>(malloc(Nbytes));
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HIPCHECK(C_h == nullptr ? hipErrorOutOfMemory : hipSuccess);
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// Fill with Phi + i
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for (size_t i = 0; i < N; i++) {
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A_h[i] = 1.618f + i;
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B_h[i] = 1.618f + i;
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}
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HIPCHECK(hipMalloc(&A_d, Nbytes));
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HIPCHECK(hipMalloc(&B_d, Nbytes));
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HIPCHECK(hipMalloc(&C_d, Nbytes));
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HIPCHECK(hipMemcpy(A_d, A_h, Nbytes, hipMemcpyHostToDevice));
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HIPCHECK(hipMemcpy(B_d, B_h, Nbytes, hipMemcpyHostToDevice));
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const unsigned blocks = 512;
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const unsigned threadsPerBlock = 256;
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std::cout << "info: Launching vAdd kernel\n";
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hipLaunchKernelGGL(vAdd, dim3(blocks), dim3(threadsPerBlock),
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0, 0, C_d, A_d, B_d, N);
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HIPCHECK(hipMemcpy(C_h, C_d, Nbytes, hipMemcpyDeviceToHost));
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for (size_t i=0; i < N ; i++) {
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if (C_h[i] != (A_h[i] + B_h[i])) {
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printf("info: data mismatch. vAdd kernel failed");
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testResult = 0;
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break;
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}
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}
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CHECK(hipMalloc(&A_d, Nbytes));
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CHECK(hipMalloc(&B_d, Nbytes));
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CHECK(hipMalloc(&C_d, Nbytes));
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CHECK(hipMemcpy(A_d, A_h, Nbytes, hipMemcpyHostToDevice));
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CHECK(hipMemcpy(B_d, B_h, Nbytes, hipMemcpyHostToDevice));
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if (testResult) {
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std::cout << "info: vAdd kernel executed fine\n";
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}
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const unsigned blocks = 512;
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const unsigned threadsPerBlock = 256;
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std::cout << "Launch vadd\n";
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hipLaunchKernelGGL(vadd, dim3(blocks), dim3(threadsPerBlock), 0, 0, C_d, A_d, B_d, N);
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CHECK(hipMemcpy(C_h, C_d, Nbytes, hipMemcpyDeviceToHost));
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HIPCHECK(hipFree(A_d));
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HIPCHECK(hipFree(B_d));
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HIPCHECK(hipFree(C_d));
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CHECK(hipFree(A_d));
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CHECK(hipFree(B_d));
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CHECK(hipFree(C_d));
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free(A_h);
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free(B_h);
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free(C_h);
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return 0;
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free(A_h);
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free(B_h);
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free(C_h);
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return testResult;
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}
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#endif // !defined(TEST_SHARED_LIBRARY)
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#include "hip/hip_runtime.h"
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#include "hip/hip_runtime_api.h"
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#include "hip/hip_cooperative_groups.h"
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namespace cg = cooperative_groups;
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static const uint BufferSizeInDwords = 448 * 1024 * 1024;
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__global__ void test_gws(uint* buf, uint bufSize,
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long* tmpBuf, long* result) {
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extern __shared__ long tmp[];
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uint offset = blockIdx.x * blockDim.x + threadIdx.x;
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uint stride = gridDim.x * blockDim.x;
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cg::grid_group gg = cg::this_grid();
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long sum = 0;
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for (uint i = offset; i < bufSize; i += stride) {
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sum += buf[i];
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}
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tmp[threadIdx.x] = sum;
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__syncthreads();
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if (threadIdx.x == 0) {
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sum = 0;
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for (uint i = 0; i < blockDim.x; i++) {
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sum += tmp[i];
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}
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tmpBuf[blockIdx.x] = sum;
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}
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gg.sync();
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if (offset == 0) {
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for (uint i = 1; i < gridDim.x; ++i) {
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sum += tmpBuf[i];
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}
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*result = sum;
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}
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}
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int cooperativeKernelTest() {
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int testResult = 1;
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uint* dA;
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long* dB;
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long* dC;
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long* Ah;
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hipDeviceProp_t deviceProp;
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hipGetDeviceProperties(&deviceProp, 0);
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if (!deviceProp.cooperativeLaunch) {
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std::cout << "info: Device doesn't support cooperative launch!"
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"skipping the test!\n";
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return testResult;
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}
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uint32_t* init = new uint32_t[BufferSizeInDwords];
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for (uint32_t i = 0; i < BufferSizeInDwords; ++i) {
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init[i] = i;
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}
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std::cout << "info: Launch kernel to test hipLaunchCooperativeKernel api\n";
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std::cout << "info: running on bus 0x" << deviceProp.pciBusID << " " <<
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deviceProp.name << "\n";
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size_t SIZE = BufferSizeInDwords * sizeof(uint);
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HIPCHECK(hipMalloc(reinterpret_cast<void**>(&dA), SIZE));
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HIPCHECK(hipMalloc(reinterpret_cast<void**>(&dC), sizeof(long)));
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HIPCHECK(hipMemcpy(dA, init, SIZE, hipMemcpyHostToDevice));
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Ah = reinterpret_cast<long*>(malloc(sizeof(long)));
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hipStream_t stream;
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HIPCHECK(hipStreamCreate(&stream));
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dim3 dimBlock = dim3(1);
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dim3 dimGrid = dim3(1);
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int numBlocks = 0;
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uint workgroups[4] = {32, 64, 128, 256};
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for (uint i = 0; i < 4; ++i) {
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dimBlock.x = workgroups[i];
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/* Calculate the device occupancy to know how many blocks can be
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run concurrently */
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hipOccupancyMaxActiveBlocksPerMultiprocessor(&numBlocks,
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test_gws, dimBlock.x * dimBlock.y * dimBlock.z, dimBlock.x * sizeof(long));
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dimGrid.x = deviceProp.multiProcessorCount * std::min(numBlocks, 32);
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HIPCHECK(hipMalloc(reinterpret_cast<void**>(&dB),
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dimGrid.x * sizeof(long)));
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void *params[4];
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params[0] = reinterpret_cast<void*>(&dA);
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params[1] = (void*)&BufferSizeInDwords;
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params[2] = reinterpret_cast<void*>(&dB);
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||||
params[3] = reinterpret_cast<void*>(&dC);
|
||||
|
||||
std::cout << "Testing with grid size = " << dimGrid.x <<
|
||||
" and block size = " << dimBlock.x << "\n";
|
||||
|
||||
HIPCHECK(hipLaunchCooperativeKernel(reinterpret_cast<void*>(test_gws),
|
||||
dimGrid, dimBlock, params,
|
||||
dimBlock.x * sizeof(long), stream));
|
||||
|
||||
HIPCHECK(hipMemcpy(Ah, dC, sizeof(long), hipMemcpyDeviceToHost));
|
||||
|
||||
if (*Ah != (((long)(BufferSizeInDwords) * (BufferSizeInDwords - 1)) / 2)) {
|
||||
std::cout << "Data validation failed for grid size = " << dimGrid.x <<
|
||||
" and block size = " << dimBlock.x << "\n";
|
||||
HIPCHECK(hipFree(dB));
|
||||
std::cout << "Test failed! \n";
|
||||
testResult = 0;
|
||||
break;
|
||||
|
||||
} else {
|
||||
std::cout << "info: data validated!\n";
|
||||
HIPCHECK(hipFree(dB));
|
||||
}
|
||||
}
|
||||
|
||||
if (testResult) {
|
||||
std::cout <<"info: hipLaunchCooperativeKernel api executed fine\n";
|
||||
}
|
||||
|
||||
HIPCHECK(hipStreamDestroy(stream));
|
||||
HIPCHECK(hipFree(dC));
|
||||
HIPCHECK(hipFree(dA));
|
||||
delete [] init;
|
||||
free(Ah);
|
||||
return testResult;
|
||||
}
|
||||
|
||||
extern "C" int lazyLoad() {
|
||||
return vectorAddKernelTest() & cooperativeKernelTest();
|
||||
}
|
||||
|
||||
#endif // !defined(TEST_SHARED_LIBRARY)
|
||||
|
||||
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