Job_SignsPads/STM32/Code/STM32F405/nnom_inc/nnom_tensor.h
2025-04-22 10:29:37 +08:00

55 lines
1.6 KiB
C

/*
* Copyright (c) 2018-2020
* Jianjia Ma
* majianjia@live.com
*
* SPDX-License-Identifier: Apache-2.0
*
* Change Logs:
* Date Author Notes
* 2019-02-05 Jianjia Ma The first version
* 2019-02-10 Jianjia Ma Compiler supports dense net connection
*/
#ifndef __NNOM_TENSOR_H__
#define __NNOM_TENSOR_H__
#ifdef __cplusplus
extern "C" {
#endif
#include "nnom.h"
void delete_tensor(nnom_tensor_t* t);
nnom_tensor_t* new_tensor(nnom_qtype_t type, uint32_t num_dim, uint32_t num_channel);
// set tensor by value
// for tensor with quantized type NNOM_QTYPE_PER_TENSOR
nnom_tensor_t* tensor_set_attr_v(nnom_tensor_t* t,
nnom_qformat_param_t dec_bit, nnom_qformat_param_t offset, nnom_shape_data_t* dim, uint32_t num_dim, uint8_t bitwidth);
nnom_tensor_t* tensor_set_attr(nnom_tensor_t* t,
nnom_qformat_param_t*dec_bit, nnom_qformat_param_t *offset, nnom_shape_data_t* dim, uint32_t num_dim, uint8_t bitwidth);
nnom_tensor_t* tensor_cpy_attr(nnom_tensor_t* des, nnom_tensor_t* src);
size_t tensor_get_num_channel(nnom_tensor_t* t);
size_t tensor_size(nnom_tensor_t* t);
size_t tensor_size_byte(nnom_tensor_t* t);
// only support 3d tensor
// change format from CHW to HWC
// the shape of the data, input data, output data
void tensor_hwc2chw_q7(nnom_tensor_t* des, nnom_tensor_t* src);
// change format from CHW to HWC
// the shape of the data, input data, output data
void tensor_chw2hwc_q7(nnom_tensor_t* des, nnom_tensor_t* src);
// deprecated.
void hwc2chw_q7(nnom_3d_shape_t shape, q7_t* p_in, q7_t* p_out);
void chw2hwc_q7(nnom_3d_shape_t shape, q7_t* p_in, q7_t* p_out);
#ifdef __cplusplus
}
#endif
#endif /*__NNOM_TENSOR_H__ */