You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
75 lines
2.2 KiB
75 lines
2.2 KiB
8 years ago
|
#ifndef __PADDLE_CAPI_GRADIENT_MACHINE_H__
|
||
|
|
#define __PADDLE_CAPI_GRADIENT_MACHINE_H__
|
||
|
|
#include "arguments.h"
|
||
|
|
#include "config.h"
|
||
|
|
#include "error.h"
|
||
|
|
|
||
|
|
#ifdef __cplusplus
|
||
|
|
extern "C" {
|
||
|
|
#endif
|
||
|
|
/**
|
||
|
|
* @brief GradientMachine means a neural network.
|
||
|
|
*/
|
||
|
|
typedef void* paddle_gradient_machine;
|
||
|
|
|
||
|
|
/**
|
||
|
|
* @brief Create a gradient machine used for model inference.
|
||
|
|
* @param [out] machine that used for model inference.
|
||
|
|
* @param [in] modelConfigProtobuf
|
||
|
|
* @param [in] size
|
||
|
|
* @return paddle_error
|
||
|
|
*/
|
||
|
|
PD_API paddle_error paddle_gradient_machine_create_for_inference(
|
||
|
|
paddle_gradient_machine* machine, void* modelConfigProtobuf, int size);
|
||
|
|
|
||
|
|
/**
|
||
|
|
* @brief Load parameter from disk.
|
||
|
|
* @param machine Gradient Machine.
|
||
|
|
* @param path local directory path.
|
||
|
|
* @return paddle_error
|
||
|
|
*/
|
||
|
|
PD_API paddle_error paddle_gradient_machine_load_parameter_from_disk(
|
||
|
|
paddle_gradient_machine machine, const char* path);
|
||
|
|
|
||
|
|
/**
|
||
|
|
* @brief Forward a gradient machine
|
||
|
|
* @param machine Gradient machine
|
||
|
|
* @param inArgs input arguments
|
||
|
|
* @param outArgs output arguments
|
||
|
|
* @param isTrain is train or not
|
||
|
|
* @return paddle_error
|
||
|
|
*/
|
||
|
|
PD_API paddle_error
|
||
|
|
paddle_gradient_machine_forward(paddle_gradient_machine machine,
|
||
|
|
paddle_arguments inArgs,
|
||
|
|
paddle_arguments outArgs,
|
||
|
|
bool isTrain);
|
||
|
|
|
||
|
|
/**
|
||
|
|
* @brief Create a gradient machine, which parameters are shared from another
|
||
|
|
* gradient machine.
|
||
|
|
* @param [in] origin gradient machine
|
||
|
|
* @param [in] modelConfigProtobuf model config protobuf
|
||
|
|
* @param [in] size of model config buffer.
|
||
|
|
* @param [out] slave gradient machine, the output value.
|
||
|
|
* @return paddle_error
|
||
|
|
*/
|
||
|
|
PD_API paddle_error
|
||
|
|
paddle_gradient_machine_create_shared_param(paddle_gradient_machine origin,
|
||
|
|
void* modelConfigProtobuf,
|
||
|
|
int size,
|
||
|
|
paddle_gradient_machine* slave);
|
||
|
|
|
||
|
|
/**
|
||
|
|
* @brief Destroy a gradient machine
|
||
|
|
* @param machine that need to destroy
|
||
|
|
* @return paddle_error
|
||
|
|
*/
|
||
|
|
PD_API paddle_error
|
||
|
|
paddle_gradient_machine_destroy(paddle_gradient_machine machine);
|
||
|
|
|
||
|
|
#ifdef __cplusplus
|
||
|
|
}
|
||
|
|
#endif
|
||
|
|
#endif
|