prof

dnn

Dnn profiling for tuning.
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Data Structures

struct	morapi_DnnProf
struct	morapi_DnnRoutinePlan
struct	morapi_DnnSchemaPlan
struct	morapi_DnnLayerPlan
struct	morapi_DnnNetPlan
struct	morapi_DnnPlan
struct	morapi_DnnOptimizer
struct	morapi_DnnRecipe

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Typedefs

typedef void(*

morapi_DnnProfProgressedCB) (void *, morapi_DnnProf *)

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Enumerations

enum	morapi_DnnProfEstimateMode { MORAPI_DNN_PROF_ESTIMATE_MODE_MIN, MORAPI_DNN_PROF_ESTIMATE_MODE_AVE, MORAPI_DNN_PROF_ESTIMATE_MODE_ROBUST }

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Functions

void	morapi_DnnProfProgressedCB_default (void *obj, morapi_DnnProf *i_prof)
morapi_Result	morapi_DnnProf_static_readDnnFileName (morapi_Env *env, morapi_Char *o_buffer, morapi_Int32 *io_buffer_size, const morapi_Char *i_prof_filename, const void *i_password, morapi_Int32 i_password_len)

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Detailed Description

Dnn profiling for tuning.

Profiles and optimizes the dnn on the target device, then makes a recipe for tuning.

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Typedef Documentation

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morapi_DnnProfProgressedCB

typedef void(* morapi_DnnProfProgressedCB) (void *, morapi_DnnProf *)

Callback function for profiling progress.

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Enumeration Type Documentation

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morapi_DnnProfEstimateMode

enum morapi_DnnProfEstimateMode

Estimation mode of profiling data.

Enumerator
MORAPI_DNN_PROF_ESTIMATE_MODE_MIN	Min estimation.
MORAPI_DNN_PROF_ESTIMATE_MODE_AVE	Average estimation.
MORAPI_DNN_PROF_ESTIMATE_MODE_ROBUST	Robust estimation.

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Function Documentation

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morapi_DnnProfProgressedCB_default()

void morapi_DnnProfProgressedCB_default (void * obj,
                                         morapi_DnnProf * i_prof)

Default callback function for profiling progress.

Parameters

• obj : this argument is not used.
• i_prof : the profiler object that calls the callback.

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morapi_DnnProf_static_readDnnFileName()

morapi_Result morapi_DnnProf_static_readDnnFileName (morapi_Env * env,
                                                     morapi_Char * o_buffer,
                                                     morapi_Int32 * io_buffer_size,
                                                     const morapi_Char * i_prof_filename,
                                                     const void * i_password,
                                                     morapi_Int32 i_password_len)

Reads a dnn file name from a profile file name.