61 lines
1.2 KiB
C
61 lines
1.2 KiB
C
/*
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* Copyright (c) 2018-2020
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* Jianjia Ma
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* majianjia@live.com
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*
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* SPDX-License-Identifier: Apache-2.0
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*
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* Change Logs:
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* Date Author Notes
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* 2020-08-27 Jianjia Ma The first version
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*/
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#ifndef __NNOM_GRU_CELL_H__
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#define __NNOM_GRU_CELL_H__
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#ifdef __cplusplus
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extern "C" {
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#endif
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#include "nnom_rnn.h"
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#include "nnom_activation.h"
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typedef struct _nnom_gru_cell_config_t
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{
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nnom_layer_config_t super;
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nnom_tensor_t *weights;
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nnom_tensor_t* recurrent_weights;
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nnom_tensor_t *bias;
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nnom_qformat_param_t q_dec_z, q_dec_h; // z, r, h
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uint16_t units;
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} nnom_gru_cell_config_t;
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typedef struct _nnom_gru_cell_t
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{
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nnom_rnn_cell_t super;
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nnom_tensor_t* weights;
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nnom_tensor_t* recurrent_weights;
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nnom_tensor_t* bias;
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// decide later.
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// z, r, h
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nnom_qformat_param_t q_dec_z, q_dec_h;
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nnom_qformat_param_t oshift_iw, oshift_hw, bias_shift;
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} nnom_gru_cell_t;
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// gru
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nnom_rnn_cell_t *gru_cell_s(const nnom_gru_cell_config_t* config);
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nnom_status_t gru_cell_free(nnom_rnn_cell_t* cell);
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nnom_status_t gru_cell_build(nnom_rnn_cell_t* cell);
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nnom_status_t gru_cell_run(nnom_rnn_cell_t* cell);
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#ifdef __cplusplus
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}
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#endif
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#endif /* __NNOM_GRU_CELL_H__ */
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