This release AVEVA E3D DESIGN 3.1.5 introduces the ability to import trained machine learning models with Microsoft ML.NET Models to AVEVA PML via a PMLNETCALLABLE Object. Import of a Microsoft ML.NET Model can be executed from the Model module user interface via the Developer tab, Machine Learning button.
The user must complete all fields in the prompted Machine Learning form.
| Field Name | Data Type | Description |
|---|---|---|
| Model Name | STRING | Used to define the name of the PMLNETCALLABLE object. |
| Seed | REAL | Seed for Microsoft MLContext’s random number generator. If a fixed seed is provided, the ML.NET model environment becomes deterministic, meaning that the results are repeatable and will remain the same across multiple runs. Please refer to the Microsoft ML.NET documentation for further information. |
| ML.NET Location | File Path (STRING) | Used to locate the trained Microsoft ML.NET model. |
| PML Callable Location | File Path (STRING) | Used to define the output location of the PMLNETCALLABLE dll. |