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. |