api/spec/ml_types.h File Reference

ODP Machine Learning (ML) types. More...

#include <odp/visibility_begin.h>
#include <odp/api/event_types.h>
#include <odp/api/queue_types.h>
#include <odp/api/std_types.h>
#include <odp/visibility_end.h>

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Data Structures
struct	odp_ml_compl_pool_capability_t
	ML completion event pool capabilities. More...
struct	odp_ml_compl_pool_param_t
	ML completion event pool parameters. More...
struct	odp_ml_capability_t
	Machine learning capabilities. More...
struct	odp_ml_config_t
	Machine learning configuration parameters. More...
struct	odp_ml_shape_info_t
	Model input / output data shape information. More...
struct	odp_ml_input_info_t
	Model input information. More...
struct	odp_ml_output_info_t
	Model output information. More...
struct	odp_ml_model_info_t
	Model information. More...
struct	odp_ml_data_format_t
	Model input / output data format. More...
struct	odp_ml_model_param_t
	Machine learning model parameters. More...
struct	odp_ml_run_result_t
	Results of model run operation. More...
struct	odp_ml_load_result_t
	Result of model load / unload operation. More...
struct	odp_ml_compl_param_t
	ML completion parameters. More...
struct	odp_ml_data_seg_t
	Model input / output data segment. More...
struct	odp_ml_data_t
	Model input / output data for a model inference run. More...
struct	odp_ml_run_param_t
	Parameters for model run. More...
struct	odp_ml_extra_stat_info_t
	ML extra statistics counter information. More...

Macros
#define	ODP_ML_MAX_DIMS   8
	Maximum number of dimensions in input / output data shape.
#define	ODP_ML_DIM_DYNAMIC   0
	Dimension size is dynamic.
#define	ODP_ML_COMPL_MODE_SYNC   0x1u
	Synchronous operation.
#define	ODP_ML_COMPL_MODE_POLL   0x2u
	Asynchronous poll mode operation. More...
#define	ODP_ML_COMPL_MODE_EVENT   0x4u
	Asynchronous event mode operation. More...

Typedefs
typedef uint32_t	odp_ml_compl_mode_t
	ML completion mode.
typedef struct odp_ml_compl_pool_capability_t	odp_ml_compl_pool_capability_t
	ML completion event pool capabilities. More...
typedef struct odp_ml_compl_pool_param_t	odp_ml_compl_pool_param_t
	ML completion event pool parameters. More...
typedef struct odp_ml_capability_t	odp_ml_capability_t
	Machine learning capabilities.
typedef struct odp_ml_config_t	odp_ml_config_t
	Machine learning configuration parameters.
typedef struct odp_ml_shape_info_t	odp_ml_shape_info_t
	Model input / output data shape information.
typedef struct odp_ml_input_info_t	odp_ml_input_info_t
	Model input information.
typedef struct odp_ml_output_info_t	odp_ml_output_info_t
	Model output information.
typedef struct odp_ml_model_info_t	odp_ml_model_info_t
	Model information.
typedef struct odp_ml_data_format_t	odp_ml_data_format_t
	Model input / output data format.
typedef struct odp_ml_model_param_t	odp_ml_model_param_t
	Machine learning model parameters. More...
typedef struct odp_ml_run_result_t	odp_ml_run_result_t
	Results of model run operation.
typedef struct odp_ml_load_result_t	odp_ml_load_result_t
	Result of model load / unload operation.
typedef struct odp_ml_compl_param_t	odp_ml_compl_param_t
	ML completion parameters. More...
typedef struct odp_ml_data_seg_t	odp_ml_data_seg_t
	Model input / output data segment.
typedef struct odp_ml_data_t	odp_ml_data_t
	Model input / output data for a model inference run.
typedef struct odp_ml_run_param_t	odp_ml_run_param_t
	Parameters for model run. More...
typedef struct odp_ml_extra_stat_info_t	odp_ml_extra_stat_info_t
	ML extra statistics counter information.

Enumerations
enum	odp_ml_data_type_t {   ODP_ML_DATA_TYPE_NONE = 0 , ODP_ML_DATA_TYPE_INT8 , ODP_ML_DATA_TYPE_UINT8 , ODP_ML_DATA_TYPE_INT16 ,   ODP_ML_DATA_TYPE_UINT16 , ODP_ML_DATA_TYPE_INT24 , ODP_ML_DATA_TYPE_UINT24 , ODP_ML_DATA_TYPE_INT32 ,   ODP_ML_DATA_TYPE_UINT32 , ODP_ML_DATA_TYPE_INT64 , ODP_ML_DATA_TYPE_UINT64 , ODP_ML_DATA_TYPE_FP16 ,   ODP_ML_DATA_TYPE_BFP16 , ODP_ML_DATA_TYPE_FP32 , ODP_ML_DATA_TYPE_FP64 }
	Model input / output data type enumeration. More...
enum	odp_ml_shape_type_t { ODP_ML_SHAPE_NONE = 0 , ODP_ML_SHAPE_STATIC , ODP_ML_SHAPE_BATCH }
	Model input / output data shape type. More...

Detailed Description

ODP Machine Learning (ML) types.

Definition in file api/spec/ml_types.h.