From aa5996d58e68edfbefe51061856aecd549dd09c4 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Tue, 13 Jan 2015 01:27:08 +0000
Subject: [PATCH] Faster
---
src/opencl.c | 182 ++++++++++++++++++++++++++++++++++-----------
1 files changed, 136 insertions(+), 46 deletions(-)
diff --git a/src/opencl.c b/src/opencl.c
index 8f9edd3..cff4d0e 100644
--- a/src/opencl.c
+++ b/src/opencl.c
@@ -1,112 +1,189 @@
+int gpu_index;
#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);
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;
+ if(index < 0) error("Won't initialize negative gpu id\n");
cl_uint num_platforms, num_devices;
// Fetch the Platform and Device IDs; we only want one.
cl_device_id devices[MAX_DEVICES];
info.error=clGetPlatformIDs(1, &info.platform, &num_platforms);
check_error(info);
+
info.error=clGetDeviceIDs(info.platform, CL_DEVICE_TYPE_ALL, MAX_DEVICES, devices, &num_devices);
- if(num_devices > MAX_DEVICES) num_devices = MAX_DEVICES;
- int index = getpid()%num_devices;
- printf("%d rand, %d devices, %d index\n", getpid(), num_devices, index);
- //info.device = devices[index];
- info.device = devices[1];
- fprintf(stderr, "Found %d device(s)\n", num_devices);
+ check_error(info);
+
+ index = index%num_devices;
+ info.device = devices[index];
check_error(info);
cl_context_properties properties[]={
- CL_CONTEXT_PLATFORM, (cl_context_properties)info.platform,
- 0};
+ CL_CONTEXT_PLATFORM, (cl_context_properties)info.platform, 0};
+
// Note that nVidia's OpenCL requires the platform property
info.context=clCreateContext(properties, 1, &info.device, 0, 0, &info.error);
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;
+
+#ifdef VERBOSE
+ printf("=== %d OpenCL platform(s) found: ===\n", num_platforms);
+ char buffer[10240];
+ clGetPlatformInfo(info.platform, CL_PLATFORM_PROFILE, 10240, buffer, NULL);
+ printf(" PROFILE = %s\n", buffer);
+ clGetPlatformInfo(info.platform, CL_PLATFORM_VERSION, 10240, buffer, NULL);
+ printf(" VERSION = %s\n", buffer);
+ clGetPlatformInfo(info.platform, CL_PLATFORM_NAME, 10240, buffer, NULL);
+ printf(" NAME = %s\n", buffer);
+ clGetPlatformInfo(info.platform, CL_PLATFORM_VENDOR, 10240, buffer, NULL);
+ printf(" VENDOR = %s\n", buffer);
+ clGetPlatformInfo(info.platform, CL_PLATFORM_EXTENSIONS, 10240, buffer, NULL);
+ printf(" EXTENSIONS = %s\n", buffer);
+ check_error(info);
+
+ if(num_devices > MAX_DEVICES) num_devices = MAX_DEVICES;
+ printf("=== %d OpenCL device(s) found on platform:\n", num_devices);
+ int i;
+ for (i=0; i<num_devices; i++){
+ char buffer[10240];
+ cl_uint buf_uint;
+ cl_ulong buf_ulong;
+ printf(" -- %d --\n", i);
+ clGetDeviceInfo(devices[i], CL_DEVICE_NAME, sizeof(buffer), buffer, NULL);
+ printf(" DEVICE_NAME = %s\n", buffer);
+ clGetDeviceInfo(devices[i], CL_DEVICE_VENDOR, sizeof(buffer), buffer, NULL);
+ printf(" DEVICE_VENDOR = %s\n", buffer);
+ clGetDeviceInfo(devices[i], CL_DEVICE_VERSION, sizeof(buffer), buffer, NULL);
+ printf(" DEVICE_VERSION = %s\n", buffer);
+ clGetDeviceInfo(devices[i], CL_DRIVER_VERSION, sizeof(buffer), buffer, NULL);
+ printf(" DRIVER_VERSION = %s\n", buffer);
+ clGetDeviceInfo(devices[i], CL_DEVICE_MAX_COMPUTE_UNITS, sizeof(buf_uint), &buf_uint, NULL);
+ printf(" DEVICE_MAX_COMPUTE_UNITS = %u\n", (unsigned int)buf_uint);
+ clGetDeviceInfo(devices[i], CL_DEVICE_MAX_CLOCK_FREQUENCY, sizeof(buf_uint), &buf_uint, NULL);
+ 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;
+ clGetDeviceInfo( devices[i], CL_DEVICE_MAX_WORK_ITEM_DIMENSIONS, sizeof(cl_uint),
+ &items, NULL);
+ printf(" DEVICE_MAX_WORK_ITEM_DIMENSIONS = %u\n", (unsigned int)items);
+ size_t workitem_size[10];
+ clGetDeviceInfo(devices[i], CL_DEVICE_MAX_WORK_ITEM_SIZES, 10*sizeof(workitem_size), workitem_size, NULL);
+ 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]);
+ printf("%d devices, %d index\n", num_devices, index);
+
+ }
+#endif
return info;
}
cl_program cl_fprog(char *filename, char *options, cl_info info)
{
- size_t srcsize;
- char src[8192];
- memset(src, 0, 8192);
- FILE *fil=fopen(filename,"r");
- srcsize=fread(src, sizeof src, 1, fil);
- fclose(fil);
- const char *srcptr[]={src};
- // Submit the source code of the example kernel to OpenCL
- cl_program prog=clCreateProgramWithSource(info.context,1, srcptr, &srcsize, &info.error);
- check_error(info);
- char build_c[4096];
- // and compile it (after this we could extract the compiled version)
- info.error=clBuildProgram(prog, 0, 0, options, 0, 0);
- if ( info.error != CL_SUCCESS ) {
- fprintf(stderr, "Error Building Program: %d\n", info.error);
- clGetProgramBuildInfo( prog, info.device, CL_PROGRAM_BUILD_LOG, 4096, build_c, 0);
- fprintf(stderr, "Build Log for %s program:\n%s\n", filename, build_c);
- }
- check_error(info);
- return prog;
+ size_t srcsize;
+ 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};
+ // Submit the source code of the example kernel to OpenCL
+ cl_program prog=clCreateProgramWithSource(info.context,1, srcptr, &srcsize, &info.error);
+ check_error(info);
+ char build_c[1024*64];
+ // and compile it (after this we could extract the compiled version)
+ info.error=clBuildProgram(prog, 0, 0, options, 0, 0);
+ if ( info.error != CL_SUCCESS ) {
+ fprintf(stderr, "Error Building Program: %d\n", info.error);
+ clGetProgramBuildInfo( prog, info.device, CL_PROGRAM_BUILD_LOG, 1024*64, build_c, 0);
+ fprintf(stderr, "Build Log for %s program:\n%s\n", filename, build_c);
+ }
+ check_error(info);
+ return prog;
}
void cl_setup()
{
- if(!cl.initialized){
- cl = cl_init();
- }
+ if(!cl.initialized){
+ fprintf(stderr, "Initializing OpenCL\n");
+ cl = cl_init(gpu_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);
- return kernel;
+ cl_program prog = cl_fprog(filename, options, cl);
+ cl_kernel kernel=clCreateKernel(prog, kernelname, &cl.error);
+ check_error(cl);
+ return kernel;
}
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);
+ if(gpu_index < 0) return;
+ 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);
+ if(gpu_index < 0) return;
+ 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);
}
@@ -115,17 +192,30 @@
cl_buffer_region r;
r.origin = offset*sizeof(float);
r.size = size*sizeof(float);
- cl_mem sub = clCreateSubBuffer(src, CL_MEM_USE_HOST_PTR, CL_BUFFER_CREATE_TYPE_REGION, &r, 0);
+ cl_mem sub = clCreateSubBuffer(src, CL_MEM_READ_WRITE, CL_BUFFER_CREATE_TYPE_REGION, &r, &cl.error);
+ check_error(cl);
return sub;
}
+
cl_mem cl_make_array(float *x, int n)
{
- cl_setup();
+ if(gpu_index < 0) return 0;
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)
+{
+ if(gpu_index < 0) return 0;
+ 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;
}
--
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