mltk.core.tflite_micro.TfliteMicroModelDetails¶

class TfliteMicroModelDetails[source]¶

TF-Lite Micro Model Details

Properties

`accelerator`	Accelerater kernels loaded into TFLM interpreter
`classes`	List of class labels
`date`	Date of model in ISO8601 format
`description`	Description of model
`hash`	Unique hash of model data
`memory_plan`	The generated tensor buffer layout used for this model
`name`	Name of model
`runtime_memory_size`	Total amount of RAM required at runtime to run model
`version`	Version of model

Methods

__init__(wrapper_details)[source]¶

property name: str¶

Name of model

property version: int¶

Version of model

property date: str¶

Date of model in ISO8601 format

property description: str¶

Description of model

property classes: List[str]¶

List of class labels

property hash: str¶

Unique hash of model data

property accelerator: str¶

Accelerater kernels loaded into TFLM interpreter

property runtime_memory_size: int¶

Total amount of RAM required at runtime to run model

property memory_plan: TfliteMicroMemoryPlan¶

The generated tensor buffer layout used for this model