1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
|
#include "utest_helper.hpp"
#include <cmath>
#include <algorithm>
#include <string.h>
#define udebug 0
#define printf_c(...) \
{\
printf("\033[1m\033[40;31m");\
printf( __VA_ARGS__ );\
printf("\033[0m");\
}
namespace {
const float ori_data[] = {-20.5, -1, -0.9, -0.01, 0, 0.01, 0.9, 1.0, 20.5};
const int count_input_ori = sizeof(ori_data) / sizeof(ori_data[0]);
const int count_input = count_input_ori * count_input_ori;
float input_data1[count_input];
float input_data2[count_input];
const int max_function = 2; // builtin_pow.cl has 2 outputs: pow(src1,src2) and src1
static void cpu_compiler_math(const float *src1, const float *src2, float *dst)
{
dst[0] = powf(src1[0], src2[0]);
dst[1] = src1[0];
}
static void builtin_pow(void)
{
// Setup kernel and buffers
int k, i, index_cur;
float ULPSIZE_NO_FAST_MATH = 16.0;
float gpu_data[max_function * count_input] = {0}, cpu_data[max_function * count_input] = {0};
for(i=0; i<count_input_ori;i++)
for(k=0; k<count_input_ori;k++)
{
input_data1[i*count_input_ori+k] = ori_data[i];
input_data2[i*count_input_ori+k] = ori_data[k];
}
cl_device_fp_config fp_config;
clGetDeviceInfo(device, CL_DEVICE_SINGLE_FP_CONFIG, sizeof(cl_device_fp_config), &fp_config, 0);
bool denormals_supported = fp_config & CL_FP_DENORM;
float ULPSIZE_FACTOR = select_ulpsize(ULPSIZE_FAST_MATH,ULPSIZE_NO_FAST_MATH);
OCL_CREATE_KERNEL("builtin_pow");
OCL_CREATE_BUFFER(buf[0], CL_MEM_READ_WRITE, count_input * max_function * sizeof(float), NULL);
OCL_CREATE_BUFFER(buf[1], CL_MEM_READ_WRITE, count_input * max_function * sizeof(float), NULL);
OCL_CREATE_BUFFER(buf[2], CL_MEM_READ_WRITE, count_input * max_function * sizeof(float), NULL);
OCL_CREATE_BUFFER(buf[3], CL_MEM_READ_WRITE, sizeof(int), NULL);
OCL_SET_ARG(0, sizeof(cl_mem), &buf[0]);
OCL_SET_ARG(1, sizeof(cl_mem), &buf[1]);
OCL_SET_ARG(2, sizeof(cl_mem), &buf[2]);
OCL_SET_ARG(3, sizeof(cl_mem), &buf[3]);
globals[0] = count_input;
locals[0] = 1;
clEnqueueWriteBuffer( queue, buf[1], CL_TRUE, 0, count_input * sizeof(float), input_data1, 0, NULL, NULL);
clEnqueueWriteBuffer( queue, buf[2], CL_TRUE, 0, count_input * sizeof(float), input_data2, 0, NULL, NULL);
int maxfunc = max_function;
clEnqueueWriteBuffer( queue, buf[3], CL_TRUE, 0, sizeof(int), &maxfunc, 0, NULL, NULL);
// Run the kernel
OCL_NDRANGE( 1 );
clEnqueueReadBuffer( queue, buf[0], CL_TRUE, 0, sizeof(float) * max_function * count_input, gpu_data, 0, NULL, NULL);
for (k = 0; (uint)k < count_input; k++)
{
cpu_compiler_math( input_data1 + k, input_data2 + k, cpu_data + k * max_function);
for (i = 0; i < max_function; i++)
{
index_cur = k * max_function + i;
#if udebug
if ( (std::isinf(cpu_data[index_cur]) && !std::isinf(gpu_data[index_cur])) ||
(std::isnan(cpu_data[index_cur]) && !std::isnan(gpu_data[index_cur])) ||
(fabs(gpu_data[index_cur] - cpu_data[index_cur]) > cl_FLT_ULP(cpu_data[index_cur]) * ULPSIZE_FACTOR
&& (denormals_supported || gpu_data[index_cur]!=0 || std::fpclassify(cpu_data[index_cur])!=FP_SUBNORMAL) ) )
{
printf_c("%d/%d: x:%f, y:%f -> gpu:%f cpu:%f\n", k, i, input_data1[k], input_data2[k], gpu_data[index_cur], cpu_data[index_cur]);
}
else
printf("%d/%d: x:%f, y:%f -> gpu:%f cpu:%f\n", k, i, input_data1[k], input_data2[k], gpu_data[index_cur], cpu_data[index_cur]);
#else
if (std::isinf(cpu_data[index_cur]))
OCL_ASSERT(std::isinf(gpu_data[index_cur]));
else if (std::isnan(cpu_data[index_cur]))
OCL_ASSERT(std::isnan(gpu_data[index_cur]));
else
{
OCL_ASSERT((fabs(gpu_data[index_cur] - cpu_data[index_cur]) < cl_FLT_ULP(cpu_data[index_cur]) * ULPSIZE_FACTOR) ||
(!denormals_supported && gpu_data[index_cur]==0 && std::fpclassify(cpu_data[index_cur])==FP_SUBNORMAL) );
}
#endif
}
}
}
MAKE_UTEST_FROM_FUNCTION(builtin_pow)
}
|
