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by squarecog
3207 days ago
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hdf5, Feather, Arrow, protobufs, json, xml -- all solve the problem of binary representation of data on disk. They all leave the question of how to map said data to a specific problem domain up to the developer. Projects like ONNX define said mapping for a specific domain (in ONNX's case, by agreeing on a proto schema for ML models, and its interpretation). To use a simplistic metaphor: protobufs are the .docx format; onnx is a resume template you can fill out in Word. |
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