[HN Gopher] Show HN: Compile ML models into dependency-free sour...
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Show HN: Compile ML models into dependency-free source code for
easy deployment
I'm a machine learning engineer who always found it annoying to
integrate ML models into phone apps, smartwatch apps,
microcontroller firmware etc... Why do we need all these libraries
and runtimes with all the overhead, compatibility issues and other
headaches, when it's just some math to be executed? So I made a
compiler that simply converts the model into plain source code with
no dependencies, and it actually solved all my deployment problems.
Now I'm curious if it can help anyone else too. Through the link
you can submit your model file (Keras h5, onnx soon to be
supported), and I'll use my compiler to convert it into source code
for you. It might not work for everyone, but I'll use your input to
make the compiler better and hopefully turn it into a full-fledged
product someday. Thanks a bunch for any contribution!
Author : gustafwaveworks
Score : 17 points
Date : 2023-04-05 15:24 UTC (7 hours ago)
(HTM) web link (waveworks.dk)
(TXT) w3m dump (waveworks.dk)
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