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thalnet

Open-source implementation of ThalNet (https://arxiv.org/pdf/1706.05744.pdf)


Oct 13th Mnist success!

All models are under 60,000 total parameters.

MLP

GRU

ThalNet-GRU

ThalNet-FF-GRU

Learning Curve Comparison

MNIST reding weights visualization

Initial reading weights

After training

Demonstrate ensemble property (MNIST)

This section includes tests on deleting side modules after training

Cut all side modules

Cut module 2

Cut module 3

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Reproducing some results from the ThalNet paper (https://arxiv.org/pdf/1706.05744.pdf)

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  • Python 100.0%