onert_micro Namespace Reference

Namespaces
namespace	core
namespace	execute
namespace	import
namespace	optimize
namespace	test_model
namespace	train

Data Structures
struct	OMConfig
class	OMInterpreter
struct	OMTrainingContext
class	OMTrainingInterpreter

Enumerations
enum	OMTrainOptimizer { SGD , ADAM }
enum	OMMetrics {   MSE_METRICS , MAE_METRICS , CROSS_ENTROPY_METRICS , ACCURACY ,   SPARSE_CROSS_ENTROPY_ACCURACY , NONE }
enum	OMLoss {   BINARY_CROSS_ENTROPY , CROSS_ENTROPY , MSE , MAE ,   SPARSE_CROSS_ENTROPY }
enum	OMStatus {   Ok , UnsupportedType , UnsupportedQuantizationType , UnsupportedActivation ,   UnsupportedOp , UnknownError , ModelNotImport , FailedCheckCondition ,   NoQuantization , UnsupportedDynamicShapeCase , FailReadWOFFile , FailReadCheckpointFile ,   CmsisNNError }

Enumeration Type Documentation

OMLoss

enum onert_micro::OMLoss

Enumerator
BINARY_CROSS_ENTROPY
CROSS_ENTROPY
MSE
MAE
SPARSE_CROSS_ENTROPY

Definition at line 51 of file OMConfig.h.

{
  BINARY_CROSS_ENTROPY,
  CROSS_ENTROPY,
  MSE,
  MAE,
  SPARSE_CROSS_ENTROPY,
};

OMMetrics

enum onert_micro::OMMetrics

Enumerator
MSE_METRICS
MAE_METRICS
CROSS_ENTROPY_METRICS
ACCURACY
SPARSE_CROSS_ENTROPY_ACCURACY
NONE

Definition at line 38 of file OMConfig.h.

{
  MSE_METRICS,
  MAE_METRICS,
  CROSS_ENTROPY_METRICS,
  ACCURACY,
  SPARSE_CROSS_ENTROPY_ACCURACY,
  NONE,
};

OMStatus

enum onert_micro::OMStatus

Enumerator
Ok
UnsupportedType
UnsupportedQuantizationType
UnsupportedActivation
UnsupportedOp
UnknownError
ModelNotImport
FailedCheckCondition
NoQuantization
UnsupportedDynamicShapeCase
FailReadWOFFile
FailReadCheckpointFile
CmsisNNError

Definition at line 23 of file OMStatus.h.

{
  Ok,
  UnsupportedType,
  UnsupportedQuantizationType,
  UnsupportedActivation,
  UnsupportedOp,
  UnknownError,
  ModelNotImport,
  FailedCheckCondition,
  NoQuantization,
  UnsupportedDynamicShapeCase,
  FailReadWOFFile,
  FailReadCheckpointFile,
  CmsisNNError,
};

OMTrainOptimizer

enum onert_micro::OMTrainOptimizer

Enumerator
SGD
ADAM

Definition at line 29 of file OMConfig.h.

{
  SGD,
  ADAM,
};