简单的OpenCL程序编译并运行但输出不正确
我根据SDK编写了一个简单的OpenCL程序,它编译并运行,但输出是错误的。我做错了什么吗?
非常感谢任何有关学习调试 C 和 OpenCL 的建议。我对这个平台还很陌生。
代码如下。
数组 c 中的输出全为零。
谢谢。
test_opencl.h
#ifndef _TEST_OPENCL_H_
#define _TEST_OPENCL_H_
int main( int argc, const char** argv);
int runTest( int argc, const char** argv);
#endif
test_opencl.cl
// simple test of adding a[i] to b[i] to get c[i]
__kernel void add_array(__global float *a, __global float *b, __global float *c)
{
int xid = get_global_id(0);
c[xid] = a[xid] + b[xid];
}
test_opencl.cpp
// standard utility and system includes
#include <oclUtils.h>
#include "test_opencl.h"
// OpenCL error catcher
cl_int err = 0;
// Main Program
// *********************************************************************
int main( int argc, const char** argv)
{
// set logfile name and start logs
shrSetLogFileName ("test_opencl.txt");
shrLog(LOGBOTH, 0, "%s Starting...\n\n", argv[0]);
// run the main test
int result = runTest(argc, argv);
shrCheckError(result, 0);
// finish
shrEXIT(argc, argv);
}
//! Run a simple test for OPENCL
// *********************************************************************
int runTest( int argc, const char** argv)
{
cl_context gpu_context;
cl_command_queue cmd_queue;
cl_program program;
cl_kernel test_kernel;
const size_t szGlobalWorkSize = 10;
const size_t szLocalWorkSize = 10;
// size of memory required to store the array
const unsigned int mem_size = sizeof(int) * 10;
// create the OpenCL context on a GPU device
gpu_context = clCreateContextFromType(0, CL_DEVICE_TYPE_GPU, NULL, NULL, &err);
shrCheckError(err, CL_SUCCESS);
// get devices
cl_device_id device;
if( shrCheckCmdLineFlag(argc, argv, "device") ) {
int device_nr = 0;
shrGetCmdLineArgumenti(argc, argv, "device", &device_nr);
device = oclGetDev(gpu_context, device_nr);
} else {
device = oclGetMaxFlopsDev(gpu_context);
}
// create a command-queue
cmd_queue = clCreateCommandQueue(gpu_context, device, 0, &err);
shrCheckError(err, CL_SUCCESS);
// allocate and initalize host memory
int a[10], b[10], c[10];
for (int i = 0; i < 10; i++) {
a[i] = i;
b[i] = i * i;
}
// create buffers on device
cl_mem vol_a = clCreateBuffer(gpu_context, CL_MEM_READ_ONLY | CL_MEM_COPY_HOST_PTR, mem_size, a, &err);
shrCheckError(err, CL_SUCCESS);
cl_mem vol_b = clCreateBuffer(gpu_context, CL_MEM_READ_ONLY | CL_MEM_COPY_HOST_PTR, mem_size, b, &err);
shrCheckError(err, CL_SUCCESS);
cl_mem vol_c = clCreateBuffer(gpu_context, CL_MEM_WRITE_ONLY | CL_MEM_COPY_HOST_PTR, mem_size, c, &err);
shrCheckError(err, CL_SUCCESS);
// copy data from host to device
err = clEnqueueWriteBuffer(cmd_queue, vol_a, CL_TRUE, 0, mem_size, a, 0, NULL, NULL);
err |= clEnqueueWriteBuffer(cmd_queue, vol_b, CL_TRUE, 0, mem_size, b, 0, NULL, NULL);
shrCheckError(err, CL_SUCCESS);
// Program Setup
size_t program_length;
char* source_path = shrFindFilePath("test_opencl.cl", argv[0]);
shrCheckError(source_path != NULL, shrTRUE);
char *source = oclLoadProgSource(source_path, "", &program_length);
shrCheckError(source != NULL, shrTRUE);
// create the program
program = clCreateProgramWithSource(gpu_context, 1, (const char **)&source, &program_length, &err);
shrCheckError(err, CL_SUCCESS);
// build the program
err = clBuildProgram(program, 0, NULL, NULL, NULL, NULL);
if (err != CL_SUCCESS)
{
// write out standard error, Build Log and PTX, then return error
shrLog(LOGBOTH | ERRORMSG, err, STDERROR);
return(EXIT_FAILURE);
}
clFinish(cmd_queue);
shrLog(LOGBOTH, 0, "%s Starting kernel operation...\n\n", argv[0]);
// create the test kernel
test_kernel = clCreateKernel(program, "add_array", &err);
shrCheckError(err, CL_SUCCESS);
// set the args values for the kernel
err = clSetKernelArg(test_kernel, 0, sizeof(cl_mem), (void *) &vol_a);
err |= clSetKernelArg(test_kernel, 1, sizeof(cl_mem), (void *) &vol_b);
err |= clSetKernelArg(test_kernel, 2, sizeof(cl_mem), (void *) &vol_c);
shrCheckError(err, CL_SUCCESS);
err = clEnqueueNDRangeKernel(cmd_queue, test_kernel, 1, NULL, &szGlobalWorkSize, NULL, 0, NULL, NULL);
shrCheckError(err, CL_SUCCESS);
clFinish(cmd_queue);
// copy result from device to host
err = clEnqueueReadBuffer(cmd_queue, vol_c, CL_TRUE, 0, mem_size, c, 0, NULL, NULL);
shrCheckError(err, CL_SUCCESS);
int d[10];
err = clEnqueueReadBuffer(cmd_queue, vol_a, CL_TRUE, 0, mem_size, d, 0, NULL, NULL);
shrCheckError(err, CL_SUCCESS);
clFinish(cmd_queue);
shrLog(LOGBOTH, 0, "%s Finished kernel operation...\n\n", argv[0]);
bool passed = true;
for (int i = 0; i < 10; i++) {
if (c[i] != i + i * i)
passed = false;
shrLog(LOGBOTH, 0, "c = %d d = %d\n", c[i], d[i]);
}
if (passed)
shrLog(LOGBOTH, 0, "%s Test Passed\n\n", argv[0]);
else
shrLog(LOGBOTH, 0, "%s Test Failed\n\n", argv[0]);
// cleanup OpenCL
clReleaseMemObject(vol_a);
clReleaseMemObject(vol_b);
clReleaseMemObject(vol_c);
clReleaseKernel(test_kernel);
clReleaseProgram(program);
clReleaseCommandQueue(cmd_queue);
clReleaseContext(gpu_context);
return 0;
}
I wrote a simply OpenCL program based off the SDK and it compiles and runs, however the output is wrong. Is there something I'm doing wrong?
Any suggestions for learning to debug C and OpenCL is much appreciated. I'm quite new to the platform.
Code is below.
The output in array c is all zeros.
Thanks.
test_opencl.h
#ifndef _TEST_OPENCL_H_
#define _TEST_OPENCL_H_
int main( int argc, const char** argv);
int runTest( int argc, const char** argv);
#endif
test_opencl.cl
// simple test of adding a[i] to b[i] to get c[i]
__kernel void add_array(__global float *a, __global float *b, __global float *c)
{
int xid = get_global_id(0);
c[xid] = a[xid] + b[xid];
}
test_opencl.cpp
// standard utility and system includes
#include <oclUtils.h>
#include "test_opencl.h"
// OpenCL error catcher
cl_int err = 0;
// Main Program
// *********************************************************************
int main( int argc, const char** argv)
{
// set logfile name and start logs
shrSetLogFileName ("test_opencl.txt");
shrLog(LOGBOTH, 0, "%s Starting...\n\n", argv[0]);
// run the main test
int result = runTest(argc, argv);
shrCheckError(result, 0);
// finish
shrEXIT(argc, argv);
}
//! Run a simple test for OPENCL
// *********************************************************************
int runTest( int argc, const char** argv)
{
cl_context gpu_context;
cl_command_queue cmd_queue;
cl_program program;
cl_kernel test_kernel;
const size_t szGlobalWorkSize = 10;
const size_t szLocalWorkSize = 10;
// size of memory required to store the array
const unsigned int mem_size = sizeof(int) * 10;
// create the OpenCL context on a GPU device
gpu_context = clCreateContextFromType(0, CL_DEVICE_TYPE_GPU, NULL, NULL, &err);
shrCheckError(err, CL_SUCCESS);
// get devices
cl_device_id device;
if( shrCheckCmdLineFlag(argc, argv, "device") ) {
int device_nr = 0;
shrGetCmdLineArgumenti(argc, argv, "device", &device_nr);
device = oclGetDev(gpu_context, device_nr);
} else {
device = oclGetMaxFlopsDev(gpu_context);
}
// create a command-queue
cmd_queue = clCreateCommandQueue(gpu_context, device, 0, &err);
shrCheckError(err, CL_SUCCESS);
// allocate and initalize host memory
int a[10], b[10], c[10];
for (int i = 0; i < 10; i++) {
a[i] = i;
b[i] = i * i;
}
// create buffers on device
cl_mem vol_a = clCreateBuffer(gpu_context, CL_MEM_READ_ONLY | CL_MEM_COPY_HOST_PTR, mem_size, a, &err);
shrCheckError(err, CL_SUCCESS);
cl_mem vol_b = clCreateBuffer(gpu_context, CL_MEM_READ_ONLY | CL_MEM_COPY_HOST_PTR, mem_size, b, &err);
shrCheckError(err, CL_SUCCESS);
cl_mem vol_c = clCreateBuffer(gpu_context, CL_MEM_WRITE_ONLY | CL_MEM_COPY_HOST_PTR, mem_size, c, &err);
shrCheckError(err, CL_SUCCESS);
// copy data from host to device
err = clEnqueueWriteBuffer(cmd_queue, vol_a, CL_TRUE, 0, mem_size, a, 0, NULL, NULL);
err |= clEnqueueWriteBuffer(cmd_queue, vol_b, CL_TRUE, 0, mem_size, b, 0, NULL, NULL);
shrCheckError(err, CL_SUCCESS);
// Program Setup
size_t program_length;
char* source_path = shrFindFilePath("test_opencl.cl", argv[0]);
shrCheckError(source_path != NULL, shrTRUE);
char *source = oclLoadProgSource(source_path, "", &program_length);
shrCheckError(source != NULL, shrTRUE);
// create the program
program = clCreateProgramWithSource(gpu_context, 1, (const char **)&source, &program_length, &err);
shrCheckError(err, CL_SUCCESS);
// build the program
err = clBuildProgram(program, 0, NULL, NULL, NULL, NULL);
if (err != CL_SUCCESS)
{
// write out standard error, Build Log and PTX, then return error
shrLog(LOGBOTH | ERRORMSG, err, STDERROR);
return(EXIT_FAILURE);
}
clFinish(cmd_queue);
shrLog(LOGBOTH, 0, "%s Starting kernel operation...\n\n", argv[0]);
// create the test kernel
test_kernel = clCreateKernel(program, "add_array", &err);
shrCheckError(err, CL_SUCCESS);
// set the args values for the kernel
err = clSetKernelArg(test_kernel, 0, sizeof(cl_mem), (void *) &vol_a);
err |= clSetKernelArg(test_kernel, 1, sizeof(cl_mem), (void *) &vol_b);
err |= clSetKernelArg(test_kernel, 2, sizeof(cl_mem), (void *) &vol_c);
shrCheckError(err, CL_SUCCESS);
err = clEnqueueNDRangeKernel(cmd_queue, test_kernel, 1, NULL, &szGlobalWorkSize, NULL, 0, NULL, NULL);
shrCheckError(err, CL_SUCCESS);
clFinish(cmd_queue);
// copy result from device to host
err = clEnqueueReadBuffer(cmd_queue, vol_c, CL_TRUE, 0, mem_size, c, 0, NULL, NULL);
shrCheckError(err, CL_SUCCESS);
int d[10];
err = clEnqueueReadBuffer(cmd_queue, vol_a, CL_TRUE, 0, mem_size, d, 0, NULL, NULL);
shrCheckError(err, CL_SUCCESS);
clFinish(cmd_queue);
shrLog(LOGBOTH, 0, "%s Finished kernel operation...\n\n", argv[0]);
bool passed = true;
for (int i = 0; i < 10; i++) {
if (c[i] != i + i * i)
passed = false;
shrLog(LOGBOTH, 0, "c = %d d = %d\n", c[i], d[i]);
}
if (passed)
shrLog(LOGBOTH, 0, "%s Test Passed\n\n", argv[0]);
else
shrLog(LOGBOTH, 0, "%s Test Failed\n\n", argv[0]);
// cleanup OpenCL
clReleaseMemObject(vol_a);
clReleaseMemObject(vol_b);
clReleaseMemObject(vol_c);
clReleaseKernel(test_kernel);
clReleaseProgram(program);
clReleaseCommandQueue(cmd_queue);
clReleaseContext(gpu_context);
return 0;
}
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代码中的问题及解决办法可以参见
The problems in the code and the solution can be found here.