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
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
|
/*
* Copyright (c) 2021, 2023 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.
*/
#ifndef ARM_COMPUTE_CL_ELEMENTWISE_OPERATIONS_H
#define ARM_COMPUTE_CL_ELEMENTWISE_OPERATIONS_H
#include "arm_compute/function_info/ActivationLayerInfo.h"
#include "src/gpu/cl/ClCompileContext.h"
#include "src/gpu/cl/IClOperator.h"
namespace arm_compute
{
namespace opencl
{
/** Basic function to run @ref opencl::kernels::ClArithmeticKernel for division
*
* @note The tensor data type for the inputs must be F16/F32.
* @note The function performs an arithmetic division between two tensors.
*/
class ClElementwiseDivision : public IClOperator
{
public:
/** Configure function for a given list of arguments.
*
* @param[in] compile_context The compile context to be used.
* @param[in] src1 First source tensor info. Data types supported: F16/F32.
* @param[in] src2 Second source tensor info. same as @p src1.
* @param[out] dst Destination tensor info. Data types supported: same as @p src1.
* @param[in] act_info (Optional) Activation layer information in case of a fused activation.
*/
void configure(const ClCompileContext &compile_context,
ITensorInfo *src1,
ITensorInfo *src2,
ITensorInfo *dst,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
/** Static function to check if given info will lead to a valid configuration
*
* Similar to @ref ClElementwiseDivision::configure()
*
* @return a status
*/
static Status validate(const ITensorInfo *src1,
const ITensorInfo *src2,
const ITensorInfo *dst,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
};
/** Basic function to run @ref opencl::kernels::ClArithmeticKernel for max
*
* @note The tensor data type for the inputs must be U8/QASYMM8/S16/QSYMM16/S32/U32/F16/F32.
* @note The function performs a max operation between two tensors.
*/
class ClElementwiseMax : public IClOperator
{
public:
/** Configure function for a given list of arguments.
*
* @param[in] compile_context The compile context to be used.
* @param[in] src1 First source tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/S32/U32/F16/F32.
* @param[in] src2 Second source tensor info. Data types supported: same as @p src1.
* @param[out] dst Destination tensor info. Data types supported: same as @p src1.
* @param[in] act_info (Optional) Activation layer information in case of a fused activation.
*/
void configure(const ClCompileContext &compile_context,
ITensorInfo *src1,
ITensorInfo *src2,
ITensorInfo *dst,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
/** Static function to check if given info will lead to a valid configuration
*
* Similar to @ref ClElementwiseMax::configure()
*
* @return a status
*/
static Status validate(const ITensorInfo *src1,
const ITensorInfo *src2,
const ITensorInfo *dst,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
};
/** Basic function to run @ref opencl::kernels::ClArithmeticKernel for min
*
* @note The tensor data type for the inputs must be U8/QASYMM8/S16/QSYMM16/S32/U32/F16/F32.
* @note The function performs a max operation between two tensors.
*/
class ClElementwiseMin : public IClOperator
{
public:
/** Configure function for a given list of arguments.
*
* @param[in] compile_context The compile context to be used.
* @param[in] src1 First source tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/S32/U32/F16/F32.
* @param[in] src2 Second source tensor info. Data types supported: same as @p src1.
* @param[out] dst Destination tensor info. Data types supported: same as @p src1.
* @param[in] act_info (Optional) Activation layer information in case of a fused activation.
*/
void configure(const ClCompileContext &compile_context,
ITensorInfo *src1,
ITensorInfo *src2,
ITensorInfo *dst,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
/** Static function to check if given info will lead to a valid configuration
*
* Similar to @ref ClElementwiseMin::configure()
*
* @return a status
*/
static Status validate(const ITensorInfo *src1,
const ITensorInfo *src2,
const ITensorInfo *dst,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
};
/** Basic function to run @ref opencl::kernels::ClArithmeticKernel for squared difference
*
* @note The tensor data type for the inputs must be QASYMM8/U8/S16/QSYMM16/F16/F32.
* @note The function performs a squared different operation between two tensors (i.e., out[i] = (in1[i] - in2[i])^2
*/
class ClElementwiseSquaredDiff : public IClOperator
{
public:
/** Configure function for a given list of arguments.
*
* @param[in] compile_context The compile context to be used.
* @param[in] src1 First source tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32.
* @param[in] src2 Second source tensor info. Data types supported: same as @p src1.
* @param[out] dst Destination tensor info. Data types supported: same as @p src1.
* @param[in] act_info (Optional) Activation layer information in case of a fused activation.
*/
void configure(const ClCompileContext &compile_context,
ITensorInfo *src1,
ITensorInfo *src2,
ITensorInfo *dst,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
/** Static function to check if given info will lead to a valid configuration
*
* Similar to @ref ClElementwiseSquaredDiff::configure()
*
* @return a status
*/
static Status validate(const ITensorInfo *src1,
const ITensorInfo *src2,
const ITensorInfo *dst,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
};
/** Basic function to run @ref opencl::kernels::ClArithmeticKernel for power
*
* @note The tensor data type for the inputs must be F16/F32.
* @note The function performs an elementwise power of in1 to in2 (i.e., out[i] = in1[i] ^ in2[i])
*/
class ClElementwisePower : public IClOperator
{
public:
/** Configure function for a given list of arguments.
*
* @param[in] compile_context The compile context to be used.
* @param[in] src1 First source tensor info. Data types supported: F16/F32.
* @param[in] src2 Second source tensor info. Data types supported: F16/F32.
* @param[out] dst Destination tensor info. Data types supported:F16/F32.
* @param[in] act_info (Optional) Activation layer information in case of a fused activation.
*/
void configure(const ClCompileContext &compile_context,
ITensorInfo *src1,
ITensorInfo *src2,
ITensorInfo *dst,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
/** Static function to check if given info will lead to a valid configuration
*
* Similar to @ref ClElementwisePower::configure()
*
* @return a status
*/
static Status validate(const ITensorInfo *src1,
const ITensorInfo *src2,
const ITensorInfo *dst,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
};
} // namespace opencl
} // namespace arm_compute
#endif /* ARM_COMPUTE_CL_ELEMENTWISE_OPERATIONS_H */
|
