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106 lines
2.8 KiB
C
106 lines
2.8 KiB
C
#ifndef LAYERS_DENSE_H
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#define LAYERS_DENSE_H
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/**
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******************************************************************************
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* @file layers_dense.h
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* @author AST Embedded Analytics Research Platform
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* @brief header file of AI platform dense layers datatypes
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******************************************************************************
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* @attention
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*
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* Copyright (c) 2018 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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#include "layers_common.h"
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/*!
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* @defgroup layers Normalization 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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* @brief Computes the activations of a fixed point dense (fully connected) layer.
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* @ingroup layers_dense
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* @param layer the dense layer
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*/
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AI_INTERNAL_API
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void forward_dense_fixed(ai_layer *pLayer);
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/*!
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* @brief Computes the activations of a integer dense (fully connected) layer.
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* @ingroup layers_dense
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* @param layer the dense layer
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*/
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AI_INTERNAL_API
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void forward_dense_integer(ai_layer *pLayer);
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/*!
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* @brief Computes the activations of a integer dense (fully connected) layer
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* for SSSA per layer quantized scheme
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* @ingroup layers_dense
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* @param layer the dense layer
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*/
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AI_INTERNAL_API
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void forward_dense_integer_SSSA(ai_layer *pLayer);
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/*!
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* @brief Computes the activations of a integer dense (fully connected) layer
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* for SSSA per channel quantized scheme
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* @ingroup layers_dense
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* @param layer the dense layer
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*/
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AI_INTERNAL_API
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void forward_dense_integer_SSSA_ch(ai_layer *pLayer);
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/*!
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* @brief Computes the activations of a integer dense (fully connected) layer
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* for SSUA per layer quantized scheme
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* @ingroup layers_dense
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* @param layer the dense layer
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*/
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AI_INTERNAL_API
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void forward_dense_integer_SSUA(ai_layer *pLayer);
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/*!
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* @brief Computes the activations of a integer dense (fully connected) layer
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* for SSUA per channel quantized scheme
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* @ingroup layers_dense
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* @param layer the dense layer
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*/
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AI_INTERNAL_API
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void forward_dense_integer_SSUA_ch(ai_layer *pLayer);
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/*!
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* @brief Computes the activations of a integer dense (fully connected) layer
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* for UAUA per layer quantized scheme
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* @ingroup layers_dense
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* @param layer the dense layer
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*/
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AI_INTERNAL_API
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void forward_dense_integer_UAUA(ai_layer *pLayer);
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/*!
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* @brief Computes the activations of a integer dense (fully connected) layer
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* for UAUA per channel quantized scheme
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* @ingroup layers_dense
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* @param layer the dense layer
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*/
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AI_INTERNAL_API
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void forward_dense_integer_UAUA_ch(ai_layer *pLayer);
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AI_API_DECLARE_END
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#endif /*LAYERS_DENSE_H*/
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