高通平台下安卓opencl小例子

时间:2021-08-03 22:36:34

1、从高通官网下载Adreon SDK(需要注册为会员)

2、解压以后,把文件夹Development/Inc/内的CL文件夹拷贝到:android-ndk-r9d/platforms/android-19/arch-arm/usr/include/(请自行选择拷贝到哪个版本下)

3、连接手机到电脑,在终端运行:adb pull /system/vendor/lib/libOpenCL.so,此时会把手机里的libOpenCL.so拷贝到电脑当前文件夹下,把该文件拷贝到:android-ndk-r9d/platforms/android-19/arch-arm/usr/lib/(请自行选择拷贝到哪个版本下)

4、新建安卓工程,NDK开发。不知道NDK怎么弄,请移步这里

5、java代码:

public class MainActivity extends ActionBarActivity {

static
{
System.loadLibrary("ocl");
}
public native String testopencl();
public native String getPlatformName();
public native String getDeviceName();
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
setContentView(R.layout.activity_main);

TextView testView2=(TextView)findViewById(R.id.textView2);
TextView testView4=(TextView)findViewById(R.id.textView4);
TextView testView6=(TextView)findViewById(R.id.textView6);
testView6.setText(testopencl());
testView2.setText(getPlatformName());
testView4.setText(getDeviceName());

}



}

6、NDK代码:ocl.cpp文件

#include <jni.h>
#include <CL/cl.h>
#include<malloc.h>
#include<stdio.h>
#include<stdlib.h>
#include"com_example_ocl_MainActivity.h"
#define LEN(arr) sizeof(arr) / sizeof(arr[0])
#define N 1024
#define NUM_THREAD 128

cl_uint num_device;
cl_uint num_platform;
cl_platform_id *platform;
cl_device_id *devices;
cl_int err;
cl_context context;
cl_command_queue cmdQueue;
cl_mem buffer,sum_buffer;
cl_program program ;
cl_kernel kernel;
const char* src[] = {
" __kernel void redution( \n"
"__global int *data, \n"
"__global int *output, \n"
"__local int *data_local \n"
") \n"
" { \n"
"int gid=get_group_id(0); \n"
"int tid=get_global_id(0); \n"
"int size=get_local_size(0); \n"
"int id=get_local_id(0); \n"
"data_local[id]=data[tid]; \n"
"barrier(CLK_LOCAL_MEM_FENCE); \n"
"for(int i=size/2;i>0;i>>=1){ \n"
"if(id<i){ \n"
"data_local[id]+=data_local[id+i]; \n"
"} \n"
"barrier(CLK_LOCAL_MEM_FENCE); \n"
"} \n"
"if(id==0){ \n"
"output[gid]=data_local[0]; \n"
"} \n"
" } \n"

};
int num_block;


int test()
{
int* in,*out;
num_block=N/NUM_THREAD;
in=(int*)malloc(sizeof(int)*N);
out=(int*)malloc(sizeof(int)*num_block);
for(int i=0;i<N;i++){
in[i]=1;
}
Init_OpenCL();
Context_cmd();
Create_Buffer(in);
Create_program();
Set_arg();
Execution();
CopyOutResult(out);
int sum=0;
for(int i=0;i<num_block;i++){
sum+=out[i];
}
return sum;
}

JNIEXPORT jstring JNICALL Java_com_example_ocl_MainActivity_testopencl (JNIEnv * env, jobject thisobject)
{
char result[10];
sprintf(result,"%d\n",test());
return env->NewStringUTF(result);
}
JNIEXPORT jstring JNICALL Java_com_example_ocl_MainActivity_getPlatformName(JNIEnv *env , jobject thisobject)
{
char buffer[1024];
clGetPlatformInfo(platform[0],CL_PLATFORM_NAME,sizeof(buffer),buffer,NULL);
return env->NewStringUTF(buffer);
}
JNIEXPORT jstring JNICALL Java_com_example_ocl_MainActivity_getDeviceName(JNIEnv *env , jobject thisobject)
{

char buffer[1024];
clGetDeviceInfo(devices[0],CL_DEVICE_NAME,sizeof(buffer),buffer,NULL);
return env->NewStringUTF(buffer);
}

void Init_OpenCL()
{
size_t nameLen1;
char platformName[1024];

err = clGetPlatformIDs(0, 0, &num_platform);
platform=(cl_platform_id*)malloc(sizeof(cl_platform_id)*num_platform);
err = clGetPlatformIDs(num_platform, platform, NULL);

err=clGetDeviceIDs(platform[0],CL_DEVICE_TYPE_GPU,0,NULL,&num_device);
devices=(cl_device_id*)malloc(sizeof(cl_device_id)*num_device);
err=clGetDeviceIDs(platform[0],CL_DEVICE_TYPE_GPU,num_device,devices,NULL);

}

void Context_cmd()
{
context=clCreateContext(NULL,num_device,devices,NULL,NULL,&err);
cmdQueue=clCreateCommandQueue(context,devices[0],0,&err);
}

void Create_Buffer(int *data)
{

buffer=clCreateBuffer(context,CL_MEM_READ_ONLY|CL_MEM_COPY_HOST_PTR,sizeof(int)*N,data,&err);
sum_buffer=clCreateBuffer(context,CL_MEM_WRITE_ONLY,sizeof(int)*num_block,0,&err);
}

void Create_program()
{
program=clCreateProgramWithSource(context, LEN(src), src, NULL, NULL);
err=clBuildProgram(program,num_device,devices,NULL,NULL,NULL);
kernel = clCreateKernel(program, "redution", NULL);
}

void Set_arg()
{
err=clSetKernelArg(kernel,0,sizeof(cl_mem),&buffer);
err=clSetKernelArg(kernel,1,sizeof(cl_mem),&sum_buffer);
err=clSetKernelArg(kernel,2,sizeof(int)*NUM_THREAD,NULL);
}

void Execution()
{
const size_t globalWorkSize[1]={N};
const size_t localWorkSize[1]={NUM_THREAD};
err=clEnqueueNDRangeKernel(cmdQueue,kernel,1,NULL,globalWorkSize,localWorkSize,0,NULL,NULL);
clFinish(cmdQueue);
}

void CopyOutResult(int*out)
{
err=clEnqueueReadBuffer(cmdQueue,sum_buffer,CL_TRUE,0,sizeof(int)*num_block,out,0,NULL,NULL);
}






7、Android.mk代码:

LOCAL_PATH := $(call my-dir)

include $(CLEAR_VARS)
LOCAL_MODULE := ocl
LOCAL_SRC_FILES := ocl.cpp
LOCAL_LDFLAGS += -llog -lOpenCL
include $(BUILD_SHARED_LIBRARY)

8、执行结果:

高通平台下安卓opencl小例子

搞定!!!