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
|
/*
* Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved
* Copyright (c) 2016-2018 ARM Limited.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include "helpers.h"
#ifndef VEC_SIZE
#define VEC_SIZE 1
#endif
#if defined(DATA_TYPE)
/** Returns true value of squared_difference of two tensors.
*
* @attention Data type can be passed using the -DDATA_TYPE compile flag, e.g. -DDATA_TYPE=float
* @attention Vector size should be given as a preprocessor argument using -DVEC_SIZE=size. e.g. -DVEC_SIZE=16
* @note Can only take floating point data types.
*
* @param[in] input1_ptr Pointer to the source image. Supported data types: F16/F32
* @param[in] input1_stride_x Stride of the source image in X dimension (in bytes)
* @param[in] input1_step_x input1_stride_x * number of elements along X processed per workitem(in bytes)
* @param[in] input1_stride_y Stride of the source image in Y dimension (in bytes)
* @param[in] input1_step_y input1_stride_y * number of elements along Y processed per workitem(in bytes)
* @param[in] input1_stride_z Stride of the source tensor in Z dimension (in bytes)
* @param[in] input1_step_z input1_stride_z * number of elements along Z processed per workitem(in bytes)
* @param[in] input1_offset_first_element_in_bytes The offset of the first element in the source image
*
* @param[in] input2_ptr Pointer to the source image. Supported data types: F16/F32
* @param[in] input2_stride_x Stride of the source image in X dimension (in bytes)
* @param[in] input2_step_x input2_stride_x * number of elements along X processed per workitem(in bytes)
* @param[in] input2_stride_y Stride of the source image in Y dimension (in bytes)
* @param[in] input2_step_y input2_stride_y * number of elements along Y processed per workitem(in bytes)
* @param[in] input2_stride_z Stride of the source tensor in Z dimension (in bytes)
* @param[in] input2_step_z input2_stride_z * number of elements along Z processed per workitem(in bytes)
* @param[in] input2_offset_first_element_in_bytes The offset of the first element in the source image
*
* @param[out] output_ptr Pointer to the destination image. Supported data types: F16/F32
* @param[in] output_stride_x Stride of the destination image in X dimension (in bytes)
* @param[in] output_step_x output_stride_x * number of elements along X processed per workitem(in bytes)
* @param[in] output_stride_y Stride of the destination image in Y dimension (in bytes)
* @param[in] output_step_y output_stride_y * number of elements along Y processed per workitem(in bytes)
* @param[in] output_stride_z Stride of the source tensor in Z dimension (in bytes)
* @param[in] output_step_z output_stride_z * number of elements along Z processed per workitem(in bytes)
* @param[in] output_offset_first_element_in_bytes The offset of the first element in the destination image
*/
__kernel void squared_difference(
TENSOR3D_DECLARATION(input1),
TENSOR3D_DECLARATION(input2),
TENSOR3D_DECLARATION(output))
{
Tensor3D input1 = CONVERT_TO_TENSOR3D_STRUCT(input1);
Tensor3D input2 = CONVERT_TO_TENSOR3D_STRUCT(input2);
Tensor3D output = CONVERT_TO_TENSOR3D_STRUCT(output);
VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)
diff = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)input1.ptr)- VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)input2.ptr);
VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)
sq_diff = diff * diff;
VSTORE(VEC_SIZE)
(sq_diff, 0, (__global DATA_TYPE *)output.ptr);
}
#endif // defined(DATA_TYPE)
|
