Export NeurEco Compression model with the command line interface
Export NeurEco Compression model with the command line interface#
Format |
Precision |
Description |
---|---|---|
FMU |
double |
The Functional Mock-up Interface (or FMI) defines a standardized interface to be used in computer simulations to develop complex cyber-physical systems. More details are available at these pages: https://fmi-standard.org/, and https://en.wikipedia.org/wiki/Functional_Mock-up_Interface |
ONNX |
double, float, float16 |
The Open Neural Network Exchange (ONNX) is an open-source artificial intelligence ecosystem of technology companies and research organizations that establish open standards for representing machine learning algorithms and software tools to promote innovation and collaboration in the AI sector. More details are available at these pages: https://onnx.ai, and https://en.wikipedia.org/wiki/Open_Neural_Network_Exchange |
C format |
double or float |
generates a header file containing a C representation of the neural network inside a single procedure. |
VBA format |
double or float |
generates a visual basic macro representing the neural network for the use from Excel files. |
To export the model to a C format (header_file) in double precision,run:
neurecoDNN exportC path/to/saved/model.ednn path/where/to/save/model.h double
To export the model to the ONNX format in float16 precision, run:
neurecoDNN exportONNX path/to/saved/model.ednn path/where/to/save/model.onnx float16
To export the model to the VBA format in float precision, run:
neurecoDNN exportVBA path/to/saved/model.ednn path/where/to/save/model.onnx float
To export the model to the FMU format, run:
neurecoDNN exportFMU path/to/saved/model.ednn path/where/to/save/model.fmu