clBLAS  2.11
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example_ssyr2k.c

This is an example of how to use the clblasSsyr2kEx function.

/* ************************************************************************
* 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 <sys/types.h>
#include <stdio.h>
#include <string.h>
/* Include CLBLAS header. It automatically includes needed OpenCL header,
* so we can drop out explicit inclusion of cl.h header.
*/
#include <clBLAS.h>
/* This example uses predefined matrices and their characteristics for
* simplicity purpose.
*/
static const clblasOrder order = clblasRowMajor;
static const clblasUplo uplo = clblasUpper;
static const clblasTranspose transAB = clblasNoTrans;
static const size_t N = 5;
static const size_t K = 4;
static const cl_float alpha = 10;
static const cl_float A[] = {
11, 12, 13, 14,
21, 22, 23, 24,
31, 32, 33, 34,
41, 42, 43, 44,
51, 52, 53, 54
};
static const size_t lda = 4; /* i.e. lda = K */
static cl_float B[] = {
11, 12, 13, 14,
21, 22, 23, 24,
31, 32, 33, 34,
41, 42, 43, 44,
51, 52, 53, 54
};
static const size_t ldb = 4; /* i.e. ldb = K */
static const cl_float beta = 20;
static cl_float C[] = {
11, 12, 13, 14, 15,
12, 22, 23, 24, 25,
13, 23, 33, 34, 35,
14, 24, 34, 44, 45,
15, 25, 35, 45, 55
};
static const size_t ldc = 5; /* i.e. ldc = N */
static cl_float result[5*5]; /* ldc * N */
const size_t off = 1;
static const size_t offA = 4 + 1; /* K + off */
static const size_t offB = 4 + 1; /* K + off */
static const size_t offC = 5 + 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, N * K * sizeof(*A),
NULL, &err);
bufB = clCreateBuffer(ctx, CL_MEM_READ_ONLY, N * K * sizeof(*B),
NULL, &err);
bufC = clCreateBuffer(ctx, CL_MEM_READ_WRITE, N * N * sizeof(*C),
NULL, &err);
err = clEnqueueWriteBuffer(queue, bufA, CL_TRUE, 0,
N * K * sizeof(*A), A, 0, NULL, NULL);
err = clEnqueueWriteBuffer(queue, bufB, CL_TRUE, 0,
N * K * sizeof(*B), B, 0, NULL, NULL);
err = clEnqueueWriteBuffer(queue, bufC, CL_TRUE, 0,
N * N * sizeof(*C), C, 0, NULL, NULL);
/* Call clblas extended function. Perform SYR2K for the lower right sub-matrices */
err = clblasSsyr2k(order, uplo, transAB, 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("clblasSsyr2kEx() 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,
N * N * sizeof(*result),
result, 0, NULL, NULL);
/* At this point you will get the result of SSYR2K placed in 'result' array. */
puts("");
printResult("clblasSsyr2kEx result");
}
/* Release OpenCL events. */
clReleaseEvent(event);
/* Release OpenCL memory objects. */
clReleaseMemObject(bufC);
clReleaseMemObject(bufB);
clReleaseMemObject(bufA);
/* Finalize work with clblas. */
/* Release OpenCL working objects. */
clReleaseCommandQueue(queue);
clReleaseContext(ctx);
return ret;
}