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
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
|
/*
* Copyright (c) 2018 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to
* deal in the Software without restriction, including without limitation the
* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
* sell copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
#include "helpers.h"
#if defined(VECTOR_SIZE) && defined(START) && defined(STEP) && defined(DATA_TYPE)
/** Generates a sequence of numbers starting from START and extends by increments of 'STEP' up to but not including 'END'.
*
* @note starting value of the sequence must be given as a preprocessor argument using -DSTART=value. e.g. -DSTART=0
* @note difference between consequtive elements of the sequence must be given as a preprocessor argument using -DSTEP=value. e.g. -DSTEP=1
* @note Datatype must be given as a preprocessor argument using -DDATA_TYPE=type. e.g. -DDATA_TYPE=short
* @note vector size supported by the device must be given as a preprocessor argument using -DVECTOR_SIZE=value. e.g. -DDATA_TYPE=4
*
* @param[out] out_ptr Pointer to the destination tensor. Supported data types: U8/S8/U16/S16/U32/S32/F16/F32.
* @param[in] out_stride_x Stride of the destination tensor in X dimension (in bytes)
* @param[in] out_step_x dst_stride_x * number of elements along X processed per workitem(in bytes)
* @param[in] out_offset_first_element_in_bytes The offset of the first element in the destination tensor
*/
__kernel void range(
VECTOR_DECLARATION(out))
{
uint id = get_global_id(0) * VECTOR_SIZE;
__global void *dst_ptr = out_ptr + out_offset_first_element_in_bytes + id * sizeof(DATA_TYPE);
#if VECTOR_SIZE == 1
DATA_TYPE seq;
seq = (DATA_TYPE)START + (DATA_TYPE)id * (DATA_TYPE)STEP;
*((__global DATA_TYPE *)dst_ptr) = seq;
#else // VECTOR_SIZE == 1
VEC_DATA_TYPE(DATA_TYPE, VECTOR_SIZE)
seq;
seq.s0 = ((DATA_TYPE)START + (DATA_TYPE)id * (DATA_TYPE)STEP);
#if VECTOR_SIZE > 1
seq.s1 = seq.s0 + (DATA_TYPE)STEP;
#if VECTOR_SIZE > 2
seq.s2 = seq.s1 + (DATA_TYPE)STEP;
#if VECTOR_SIZE > 3
seq.s3 = seq.s2 + (DATA_TYPE)STEP;
#if VECTOR_SIZE > 4
seq.s4 = seq.s3 + (DATA_TYPE)STEP;
#if VECTOR_SIZE > 5
seq.s5 = seq.s4 + (DATA_TYPE)STEP;
#if VECTOR_SIZE > 6
seq.s6 = seq.s5 + (DATA_TYPE)STEP;
#if VECTOR_SIZE > 7
seq.s7 = seq.s6 + (DATA_TYPE)STEP;
#endif // VECTOR_SIZE > 7
#endif // VECTOR_SIZE > 6
#endif // VECTOR_SIZE > 5
#endif // VECTOR_SIZE > 4
#endif // VECTOR_SIZE > 3
#endif // VECTOR_SIZE > 2
#endif // VECTOR_SIZE > 1
VSTORE(VECTOR_SIZE)
(seq, 0, ((__global DATA_TYPE *)dst_ptr));
#endif //VECTOR_SIZE == 1
}
#if defined(OFFSET_OUT) && defined(SCALE_OUT)
#define CONVERT_RTE(x, type) (convert_##type##_rte((x)))
#define CONVERT_DOWN(x, type) CONVERT_RTE(x, type)
/** Generates a sequence of numbers starting from START and extends by increments of 'STEP' up to but not including 'END'.
*
* @note starting value of the sequence must be given as a preprocessor argument using -DSTART=value. e.g. -DSTART=0
* @note difference between consequtive elements of the sequence must be given as a preprocessor argument using -DSTEP=value. e.g. -DSTEP=1
* @note Datatype must be given as a preprocessor argument using -DDATA_TYPE=type. e.g. -DDATA_TYPE=short
* @note vector size supported by the device must be given as a preprocessor argument using -DVECTOR_SIZE=vector_size. e.g. -DDATA_TYPE=4
* @note The quantization offset of the output must be passed at compile time using -DOFFSET_OUT, i.e. -DOFFSET_OUT=10
* @note The quantization scale of the output must be passed at compile time using -DSCALE_OUT, i.e. -DSCALE_OUT=10
*
* @param[out] out_ptr Pointer to the destination tensor. Supported data types: QASYMM8.
* @param[in] out_stride_x Stride of the destination tensor in X dimension (in bytes)
* @param[in] out_step_x dst_stride_x * number of elements along X processed per workitem(in bytes)
* @param[in] out_offset_first_element_in_bytes The offset of the first element in the destination tensor
*/
__kernel void range_quantized(
VECTOR_DECLARATION(out))
{
size_t id = get_global_id(0) * VECTOR_SIZE;
__global void *dst_ptr = out_ptr + out_offset_first_element_in_bytes + id * sizeof(DATA_TYPE);
#if VECTOR_SIZE == 1
float seq;
seq = (float)START + (float)id * (float)STEP;
seq = (DATA_TYPE)(int)(seq / ((float)SCALE_OUT) + (float)OFFSET_OUT);
seq = max(0.0f, min(seq, 255.0f));
*((__global uchar *)dst_ptr) = CONVERT_SAT(CONVERT_DOWN(seq, int), uchar);
#else // VECTOR_SIZE == 1
VEC_DATA_TYPE(float, VECTOR_SIZE)
seq;
seq.s0 = (float)START + id * (float)STEP;
#if VECTOR_SIZE > 1
seq.s1 = seq.s0 + (float)STEP;
#if VECTOR_SIZE > 2
seq.s2 = seq.s1 + (float)STEP;
#if VECTOR_SIZE > 3
seq.s3 = seq.s2 + (float)STEP;
#if VECTOR_SIZE > 4
seq.s4 = seq.s3 + (float)STEP;
#if VECTOR_SIZE > 5
seq.s5 = seq.s4 + (float)STEP;
#if VECTOR_SIZE > 6
seq.s6 = seq.s5 + (float)STEP;
#if VECTOR_SIZE > 7
seq.s7 = seq.s6 + (float)STEP;
#endif // VECTOR_SIZE > 7
#endif // VECTOR_SIZE > 6
#endif // VECTOR_SIZE > 5
#endif // VECTOR_SIZE > 4
#endif // VECTOR_SIZE > 3
#endif // VECTOR_SIZE > 2
#endif // VECTOR_SIZE > 1
seq = seq / ((VEC_DATA_TYPE(float, VECTOR_SIZE))((float)SCALE_OUT)) + ((VEC_DATA_TYPE(float, VECTOR_SIZE))((float)OFFSET_OUT));
seq = max((VEC_DATA_TYPE(float, VECTOR_SIZE))(0.0f), min(seq, (VEC_DATA_TYPE(float, VECTOR_SIZE))(255.0f)));
VEC_DATA_TYPE(uchar, VECTOR_SIZE)
res = CONVERT_SAT(CONVERT_DOWN(seq, VEC_DATA_TYPE(int, VECTOR_SIZE)), VEC_DATA_TYPE(uchar, VECTOR_SIZE));
VSTORE(VECTOR_SIZE)
(res, 0, ((__global DATA_TYPE *)dst_ptr));
#endif // VECTOR_SIZE == 1
}
#endif // defined(OFFSET_OUT) && defined(SCALE_OUT)
#endif // defined(VECTOR_SIZE) && defined(START) && defined(STEP) && defined(DATA_TYPE)
|
