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1. Definition 2. Functional Requirements 3. Syntax 4. Semantics

1    Definition

A Data Type an instance of which results from the application of training data to a process.

2     Functional Requirements

A Machine Learning Model enables the performance of specific functions such as classification most of which are target of MPAI Technical Specifications.

3     Syntax

https://schemas.mpai.community/AIF/V2.1/data/MLModel.json

4     Semantics

Label Size Description
Header N1 Bytes Machine Learning Model Header
– Standard-MachineLearningModel 9 Bytes The characters “AIF-MLM-V”
– Version N2 Bytes Major version – 1 or 2 characters
– Dot-separator 1 Byte The character “.”
– Subversion N3 Bytes Minor version – 1 or 2 characters
MInstanceID N4 Bytes Identifier of M-Instance.
MLModelID N5 Bytes Identifier of Machine Learning Model.
MLModelQualifier N6 Bytes Qualifier of Machine Learning Model
MLModelDataLength N7 Bytes Length in Bytes of ML Model, i.e., Base Image that is required to operate the ML Model.
MLModeDataURI N8 Bytes URI of Machine Learning Model Data
DescrMetadata N9 Bytes Descriptive Metadata.

 

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