/* ************************************************************************ * Copyright 2013 Advanced Micro Devices, Inc. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. * ************************************************************************/ #include #include #include /* Include CLBLAS header. It automatically includes needed OpenCL header, * so we can drop out explicit inclusion of cl.h header. */ #include /* This example uses predefined matrices and their characteristics for * simplicity purpose. */ #define M 4 #define N 3 #define K 5 static const clblasOrder order = clblasRowMajor; static const cl_float alpha = 10; static const clblasTranspose transA = clblasNoTrans; static const cl_float A[M*K] = { 11, 12, 13, 14, 15, 21, 22, 23, 24, 25, 31, 32, 33, 34, 35, 41, 42, 43, 44, 45, }; static const size_t lda = K; /* i.e. lda = K */ static const clblasTranspose transB = clblasNoTrans; static const cl_float B[K*N] = { 11, 12, 13, 21, 22, 23, 31, 32, 33, 41, 42, 43, 51, 52, 53, }; static const size_t ldb = N; /* i.e. ldb = N */ static const cl_float beta = 20; static cl_float C[M*N] = { 11, 12, 13, 21, 22, 23, 31, 32, 33, 41, 42, 43, }; static const size_t ldc = N; /* i.e. ldc = N */ static cl_float result[M*N]; static const size_t off = 1; static const size_t offA = K + 1; /* K + off */ static const size_t offB = N + 1; /* N + off */ static const size_t offC = N + 1; /* N + off */ static void printResult(const char* str) { size_t i, j, nrows; printf("%s:\n", str); nrows = (sizeof(result) / sizeof(cl_float)) / ldc; for (i = 0; i < nrows; i++) { for (j = 0; j < ldc; j++) { printf("%d ", (int)result[i * ldc + j]); } printf("\n"); } } int main(void) { cl_int err; cl_platform_id platform = 0; cl_device_id device = 0; cl_context_properties props[3] = { CL_CONTEXT_PLATFORM, 0, 0 }; cl_context ctx = 0; cl_command_queue queue = 0; cl_mem bufA, bufB, bufC; cl_event event = NULL; int ret = 0; /* Setup OpenCL environment. */ err = clGetPlatformIDs(1, &platform, NULL); if (err != CL_SUCCESS) { printf( "clGetPlatformIDs() failed with %d\n", err ); return 1; } err = clGetDeviceIDs(platform, CL_DEVICE_TYPE_GPU, 1, &device, NULL); if (err != CL_SUCCESS) { printf( "clGetDeviceIDs() failed with %d\n", err ); return 1; } props[1] = (cl_context_properties)platform; ctx = clCreateContext(props, 1, &device, NULL, NULL, &err); if (err != CL_SUCCESS) { printf( "clCreateContext() failed with %d\n", err ); return 1; } queue = clCreateCommandQueue(ctx, device, 0, &err); if (err != CL_SUCCESS) { printf( "clCreateCommandQueue() failed with %d\n", err ); clReleaseContext(ctx); return 1; } /* Setup clblas. */ err = clblasSetup(); if (err != CL_SUCCESS) { printf("clblasSetup() failed with %d\n", err); clReleaseCommandQueue(queue); clReleaseContext(ctx); return 1; } /* Prepare OpenCL memory objects and place matrices inside them. */ bufA = clCreateBuffer(ctx, CL_MEM_READ_ONLY, M * K * sizeof(*A), NULL, &err); bufB = clCreateBuffer(ctx, CL_MEM_READ_ONLY, K * N * sizeof(*B), NULL, &err); bufC = clCreateBuffer(ctx, CL_MEM_READ_WRITE, M * N * sizeof(*C), NULL, &err); err = clEnqueueWriteBuffer(queue, bufA, CL_TRUE, 0, M * K * sizeof(*A), A, 0, NULL, NULL); err = clEnqueueWriteBuffer(queue, bufB, CL_TRUE, 0, K * N * sizeof(*B), B, 0, NULL, NULL); err = clEnqueueWriteBuffer(queue, bufC, CL_TRUE, 0, M * N * sizeof(*C), C, 0, NULL, NULL); /* Call clblas extended function. Perform gemm for the lower right sub-matrices */ err = clblasSgemm(order, transA, transB, M - off, N - off, K - off, alpha, bufA, offA, lda, bufB, offB, ldb, beta, bufC, offC, ldc, 1, &queue, 0, NULL, &event); if (err != CL_SUCCESS) { printf("clblasSgemmEx() failed with %d\n", err); ret = 1; } else { /* Wait for calculations to be finished. */ err = clWaitForEvents(1, &event); /* Fetch results of calculations from GPU memory. */ err = clEnqueueReadBuffer(queue, bufC, CL_TRUE, 0, M * N * sizeof(*result), result, 0, NULL, NULL); /* At this point you will get the result of SGEMM placed in 'result' array. */ puts(""); printResult("clblasSgemmEx result"); } /* Release OpenCL events. */ clReleaseEvent(event); /* Release OpenCL memory objects. */ clReleaseMemObject(bufC); clReleaseMemObject(bufB); clReleaseMemObject(bufA); /* Finalize work with clblas. */ clblasTeardown(); /* Release OpenCL working objects. */ clReleaseCommandQueue(queue); clReleaseContext(ctx); return ret; }