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
|
/* ----------------------------------------------------------------------
* Project: CMSIS DSP Library
* Title: arm_svm_polynomial_init_f16.c
* Description: SVM Polynomial Instance Initialization
*
* $Date: 23 April 2021
* $Revision: V1.9.0
*
* Target Processor: Cortex-M and Cortex-A cores
* -------------------------------------------------------------------- */
/*
* Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
*
* SPDX-License-Identifier: Apache-2.0
*
* 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
*
* 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 "dsp/svm_functions_f16.h"
#if defined(ARM_FLOAT16_SUPPORTED)
#include <limits.h>
#include <math.h>
/**
@ingroup groupSVM
*/
/**
@defgroup polysvm Polynomial SVM
Polynomial SVM classifier
*/
/**
* @addtogroup polysvm
* @{
*/
/**
* @brief SVM polynomial instance init function
*
* Classes are integer used as output of the function (instead of having -1,1
* as class values).
*
* @param[in] S points to an instance of the polynomial SVM structure.
* @param[in] nbOfSupportVectors Number of support vectors
* @param[in] vectorDimension Dimension of vector space
* @param[in] intercept Intercept
* @param[in] dualCoefficients Array of dual coefficients
* @param[in] supportVectors Array of support vectors
* @param[in] classes Array of 2 classes ID
* @param[in] degree Polynomial degree
* @param[in] coef0 coeff0 (scikit-learn terminology)
* @param[in] gamma gamma (scikit-learn terminology)
* @return none.
*
*/
void arm_svm_polynomial_init_f16(arm_svm_polynomial_instance_f16 *S,
uint32_t nbOfSupportVectors,
uint32_t vectorDimension,
float16_t intercept,
const float16_t *dualCoefficients,
const float16_t *supportVectors,
const int32_t *classes,
int32_t degree,
float16_t coef0,
float16_t gamma
)
{
S->nbOfSupportVectors = nbOfSupportVectors;
S->vectorDimension = vectorDimension;
S->intercept = intercept;
S->dualCoefficients = dualCoefficients;
S->supportVectors = supportVectors;
S->classes = classes;
S->degree = degree;
S->coef0 = coef0;
S->gamma = gamma;
}
/**
* @} end of polysvm group
*/
#endif /* #if defined(ARM_FLOAT16_SUPPORTED) */
|
