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Pytorch implementation of 'Semi-Implicit Methods for Deep Neural Networks'
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data/synthseg
datasets
log
networks
README.md
gen_loss_plots.py
gen_val_plots.py
synth.py
utils.py

README.md

SemiImplicitDNNs

Pytorch implementation of IMEXnet - A Forward Stable Deep Neural Network demonstrated on the synthetic Qtips dataset.

Use

To run IMEXnet python synth.py

To run the ResNet baseline python synth.py --net_type resnet

After running both models, you can compare the results with gen_val_plots.py and gen_loss_plots.py.

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