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50 lines
1.8 KiB
C++
50 lines
1.8 KiB
C++
/* ----------------------------------------------------------------------
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* Project: CMSIS DSP Library
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* Title: arm_svm_polynomial_predict_f32.c
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* Description: SVM Polynomial Classifier
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*
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*
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* Target Processor: Cortex-M and Cortex-A cores
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* -------------------------------------------------------------------- */
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/*
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* Copyright (C) 2010-2019 ARM Limited or its affiliates. All rights reserved.
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*
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* SPDX-License-Identifier: Apache-2.0
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*
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* Licensed under the Apache License, Version 2.0 (the License); you may
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* not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an AS IS BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#ifndef _SVMDEFH_
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#define _SVMDEFH_
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#include "arm_math.h"
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typedef struct
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{
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uint32_t nbOfSupportVectors; /**< Number of support vectors */
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uint32_t vectorDimension; /**< Dimension of vector space */
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float32_t intercept; /**< Intercept */
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const float32_t *dualCoefficients; /**< Dual coefficients */
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const float32_t *supportVectors; /**< Support vectors */
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const int32_t *classes; /**< The two SVM classes */
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int32_t degree; /**< Polynomial degree */
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float32_t coef0; /**< Polynomial constant */
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float32_t gamma; /**< Gamma factor */
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} arm_svm_polynomial_instance_f32;
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void arm_svm_polynomial_predict_f32(const arm_svm_polynomial_instance_f32 *S,
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const float32_t * in,
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float32_t * pResult);
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#endif
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