morapi_DnnLayerCB Struct Reference
Callback functions for dnn layer.
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#include <morapi_softneuro.h>
Public Types
| typedef void *(* | morapi_Create_DnnLayerCB) (morapi_Env *env) |
| typedef morapi_Result(* | morapi_Destroy_DnnLayerCB) (morapi_Env *env, void *self) |
| typedef const morapi_Char *(* | morapi_DnnLayerCB_GetDefaultParams) (void *self) |
| typedef morapi_Result(* | morapi_DnnLayerCB_Init) (void *self, morapi_DnnLayer *i_layer) |
| typedef morapi_Result(* | morapi_DnnLayerCB_Cleanup) (void *self) |
| typedef morapi_Result(* | morapi_DnnLayerCB_OptimizeWeight) (void *self, morapi_Tensors *o_optimized, const morapi_Char *i_weight_name, const morapi_Char *i_format) |
Public Member Functions
| morapi_Result | morapi_DnnLayerCB_clear (morapi_DnnLayerCB *self) |
Data Fields
Detailed Description
Callback functions for dnn layer.
Member Typedef Documentation
morapi_Create_DnnLayerCB
typedef void*(* morapi_Create_DnnLayerCB) (morapi_Env *env)
Creates a layer object.
Parameters
- env : environment where the object will be created
morapi_Destroy_DnnLayerCB
typedef morapi_Result(* morapi_Destroy_DnnLayerCB) (morapi_Env *env, void *self)
Destroys the layer object.
Parameters
- env : environment where the object was created
- self : layer callback object
morapi_DnnLayerCB_GetDefaultParams
typedef const morapi_Char*(* morapi_DnnLayerCB_GetDefaultParams) (void *self)
Gets the default parameters.
Parameters
- self : layer callback object
morapi_DnnLayerCB_Init
typedef morapi_Result(* morapi_DnnLayerCB_Init) (void *self, morapi_DnnLayer *i_layer)
Initializes the layer object.
In this function, do the following: (1) get input and weight tensors and set them as member variables. (2) parse layer parameters (morapi_DnnLayer_getParams()) and set them as member variables. (3) decide shapes of output tensors, enable them by morapi_DnnLayer_enableOutputTensor() and set them as member varialbes. (4) set the number of operations by morapi_DnnLayer_setOps(). (5) set inplace by morapi_DnnLayer_setInplace() if necessary.
Parameters
- self : layer callback object
- self : layer object
morapi_DnnLayerCB_Cleanup
typedef morapi_Result(* morapi_DnnLayerCB_Cleanup) (void *self)
Cleans up the layer object.
Parameters
- self : layer callback object
morapi_DnnLayerCB_OptimizeWeight
typedef morapi_Result(* morapi_DnnLayerCB_OptimizeWeight) (void *self, morapi_Tensors *o_optimized, const morapi_Char *i_weight_name, const morapi_Char *i_format)
Optimizes a weight.
Parameters
- self : layer callback object
- o_optimized : output optimized tensors
- i_weight_name : weight to be optimized
- i_format : optimization format
Member Function Documentation
morapi_DnnLayerCB_clear()
morapi_Result morapi_DnnLayerCB_clear (morapi_DnnLayerCB * self)
Clears the callback functions for a dnn layer.
Parameters
- self : layer callback object
Field Documentation
create
morapi_Create_DnnLayerCB create
creates a layer object.
destroy
morapi_Destroy_DnnLayerCB destroy
destroys the layer object.
get_default_params
morapi_DnnLayerCB_GetDefaultParams get_default_params
gets the default parameters.
init
morapi_DnnLayerCB_Init init
initializes the layer object.
cleanup
morapi_DnnLayerCB_Cleanup cleanup
cleans up the layer object.
optimize_weight
morapi_DnnLayerCB_OptimizeWeight optimize_weight
optimizes a weight.