Mathematica Asked by Fortsaint on April 10, 2021
Mathematica 12.2 on Linux (Debian)
Here’s a simple Named Entity Recognition model:
net = NetChain[{
EmbeddingLayer[64, 64],
GatedRecurrentLayer@64,
NetMapOperator@{10, SoftmaxLayer[]}
}, "Input" -> 50
] // NetInitialize
This model cannot be exported to onnx format:
Export["~/net.onnx", net]
Export::onnxunslyr2: Layers {EmbeddingLayer,NetMapOperator} are not supported for export to ONNX.
It can be exported to MXNet but then it cannot be imported back:
Export["~/net.json", net, "MXNet"]
"~/net.json"
Import["~/net.json", "MXNet"]
General::deprec: MXNet import is deprecated and will not be supported in future versions of the Wolfram Language. Use ONNX import instead.
Import::invmxlayer: Layer named "1$0_3" couldn’t be created, layer type "_PlusScalar" is not supported.
I would like to export this NER to a format that can be loaded in Python. What alternatives are there?
Thanks
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