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67 lines
2.0 KiB
C
67 lines
2.0 KiB
C
/**
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******************************************************************************
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* @file layers_ml_linearclassifier.h
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* @author SRA
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* @brief header file of AI platform LinearClassifier datatypes
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******************************************************************************
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* @attention
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*
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* Copyright (c) 2021 STMicroelectronics.
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* All rights reserved.
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*
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* This software is licensed under terms that can be found in the LICENSE file
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* in the root directory of this software component.
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* If no LICENSE file comes with this software, it is provided AS-IS.
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*
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******************************************************************************
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*/
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#ifndef LAYERS_LINEARCLASSIFIER_H
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#define LAYERS_LINEARCLASSIFIER_H
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#include "layers_common.h"
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#include "layers_nl.h"
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/*!
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* @defgroup layers_linearclassifier Layers Definitions
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* @brief definition
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*
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*/
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AI_API_DECLARE_BEGIN
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/*!
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* @struct ai_layer_linearclassifier
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* @ingroup layers_linearclassifier
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* @brief Linearclassifier layer
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*
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* The type of svmreg function is handled by the specific forward function
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* @ref forward_linearclassifier
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*/
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typedef AI_ALIGNED_TYPE(struct, 4) ai_layer_linearclassifier_ {
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AI_LAYER_COMMON_FIELDS_DECLARE
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func_nl nl_func; /*!< function pointer to non linear transform */ \
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ai_bool multi_class; /*!< Indicates whether to do OvR or multinomial */
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ai_bool has_classlabels_int; /*!< if True, LinearClassifier returns classlabels int, else classlabels string */
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} ai_layer_linearclassifier;
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/******************************************************************************/
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/* Forward Functions Section */
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/******************************************************************************/
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/*!
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* @brief Decodes the LinearClassifier ML operator.
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* @ingroup layers_linaerclassifier
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* @param layer linear classifier layer
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*/
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AI_INTERNAL_API
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void forward_linearclassifier(ai_layer *pLayer);
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AI_API_DECLARE_END
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#endif /*LAYERS_LINEARCLASSIFIER_H*/
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