| | |
| | | #ifdef GPU |
| | | #include "opencl.h" |
| | | #include <stdio.h> |
| | | #include <stdlib.h> |
| | | #include <string.h> |
| | | #include <time.h> |
| | | #include <unistd.h> |
| | | |
| | | #ifdef CLBLAS |
| | | #include <clBLAS.h> |
| | | #endif |
| | | |
| | | #include "opencl.h" |
| | | #include "utils.h" |
| | | #include "activations.h" |
| | | |
| | | cl_info cl = {0}; |
| | | |
| | | void check_error(cl_info info) |
| | | { |
| | | clFinish(cl.queue); |
| | | // clFinish(cl.queue); |
| | | if (info.error != CL_SUCCESS) { |
| | | printf("\n Error number %d", info.error); |
| | | abort(); |
| | | exit(1); |
| | | } |
| | | } |
| | | |
| | | #define MAX_DEVICES 10 |
| | | |
| | | cl_info cl_init() |
| | | cl_info cl_init(int index) |
| | | { |
| | | cl_info info; |
| | | info.initialized = 0; |
| | |
| | | printf(" DEVICE_MAX_CLOCK_FREQUENCY = %u\n", (unsigned int)buf_uint); |
| | | clGetDeviceInfo(devices[i], CL_DEVICE_GLOBAL_MEM_SIZE, sizeof(buf_ulong), &buf_ulong, NULL); |
| | | printf(" DEVICE_GLOBAL_MEM_SIZE = %llu\n", (unsigned long long)buf_ulong); |
| | | clGetDeviceInfo(devices[i], CL_DEVICE_MAX_MEM_ALLOC_SIZE, sizeof(buf_ulong), &buf_ulong, NULL); |
| | | printf(" DEVICE_MAX_MEM_ALLOC_SIZE = %llu\n", (unsigned long long)buf_ulong); |
| | | clGetDeviceInfo(devices[i], CL_DEVICE_MAX_WORK_GROUP_SIZE, sizeof(buf_ulong), &buf_ulong, NULL); |
| | | printf(" DEVICE_MAX_WORK_GROUP_SIZE = %llu\n", (unsigned long long)buf_ulong); |
| | | cl_uint items; |
| | |
| | | printf(" DEVICE_MAX_WORK_ITEM_SIZES = %u / %u / %u \n", (unsigned int)workitem_size[0], (unsigned int)workitem_size[1], (unsigned int)workitem_size[2]); |
| | | |
| | | } |
| | | int index = getpid()%num_devices; |
| | | index = index%num_devices; |
| | | printf("%d rand, %d devices, %d index\n", getpid(), num_devices, index); |
| | | //info.device = devices[index]; |
| | | info.device = devices[0]; |
| | | info.device = devices[index]; |
| | | fprintf(stderr, "Found %d device(s)\n", num_devices); |
| | | check_error(info); |
| | | |
| | |
| | | check_error(info); |
| | | info.queue = clCreateCommandQueue(info.context, info.device, 0, &info.error); |
| | | check_error(info); |
| | | #ifdef CLBLAS |
| | | info.error = clblasSetup(); |
| | | #endif |
| | | check_error(info); |
| | | info.initialized = 1; |
| | | return info; |
| | | } |
| | |
| | | char src[64*1024]; |
| | | memset(src, 0, 64*1024); |
| | | FILE *fil=fopen(filename,"r"); |
| | | if(fil == 0) file_error(filename); |
| | | srcsize=fread(src, sizeof src, 1, fil); |
| | | fclose(fil); |
| | | const char *srcptr[]={src}; |
| | |
| | | return prog; |
| | | } |
| | | |
| | | void cl_setup() |
| | | void cl_setup(int index) |
| | | { |
| | | if(!cl.initialized){ |
| | | cl = cl_init(); |
| | | printf("initializing\n"); |
| | | cl = cl_init(index); |
| | | } |
| | | } |
| | | |
| | | cl_kernel get_kernel(char *filename, char *kernelname, char *options) |
| | | { |
| | | cl_setup(); |
| | | cl_program prog = cl_fprog(filename, options, cl); |
| | | cl_kernel kernel=clCreateKernel(prog, kernelname, &cl.error); |
| | | check_error(cl); |
| | |
| | | |
| | | void cl_read_array(cl_mem mem, float *x, int n) |
| | | { |
| | | cl_setup(); |
| | | clEnqueueReadBuffer(cl.queue, mem, CL_TRUE, 0, sizeof(float)*n,x,0,0,0); |
| | | cl.error = clEnqueueReadBuffer(cl.queue, mem, CL_TRUE, 0, sizeof(float)*n,x,0,0,0); |
| | | check_error(cl); |
| | | } |
| | | |
| | | float cl_checksum(cl_mem mem, int n) |
| | | { |
| | | |
| | | float *x = calloc(n, sizeof(float)); |
| | | cl_read_array(mem, x, n); |
| | | float sum = sum_array(x, n); |
| | | free(x); |
| | | return sum; |
| | | } |
| | | |
| | | void cl_write_array(cl_mem mem, float *x, int n) |
| | | { |
| | | cl_setup(); |
| | | clEnqueueWriteBuffer(cl.queue, mem, CL_TRUE, 0,sizeof(float)*n,x,0,0,0); |
| | | cl.error = clEnqueueWriteBuffer(cl.queue, mem, CL_TRUE, 0,sizeof(float)*n,x,0,0,0); |
| | | check_error(cl); |
| | | } |
| | | |
| | | void cl_copy_array(cl_mem src, cl_mem dst, int n) |
| | | { |
| | | cl_setup(); |
| | | clEnqueueCopyBuffer(cl.queue, src, dst, 0, 0, sizeof(float)*n,0,0,0); |
| | | cl.error = clEnqueueCopyBuffer(cl.queue, src, dst, 0, 0, sizeof(float)*n,0,0,0); |
| | | check_error(cl); |
| | | } |
| | | |
| | |
| | | return sub; |
| | | } |
| | | |
| | | |
| | | cl_mem cl_make_array(float *x, int n) |
| | | { |
| | | cl_setup(); |
| | | cl_mem mem = clCreateBuffer(cl.context, |
| | | CL_MEM_READ_WRITE|CL_MEM_COPY_HOST_PTR, |
| | | sizeof(float)*n, x, &cl.error); |
| | | check_error(cl); |
| | | activate_array_ongpu(mem, n, LINEAR); |
| | | return mem; |
| | | } |
| | | |
| | | cl_mem cl_make_int_array(int *x, int n) |
| | | { |
| | | cl_mem mem = clCreateBuffer(cl.context, |
| | | CL_MEM_READ_WRITE|CL_MEM_COPY_HOST_PTR, |
| | | sizeof(int)*n, x, &cl.error); |
| | | check_error(cl); |
| | | return mem; |
| | | } |
| | | |