This repository contains source code to compare quantum and pseudorandom initialization of convolutional and recurrent neural networks.
To evaluate quantum random numbers, pseudorandom, and pseudo-quantum numbers for CNN initialization on MNIST run ./scripts/run_cnn_exps.sh.
Similarly for the rnn case run ./scripts/run_rnn_exps.sh .
The source code in this repository was developed and tested on Ubuntu 20.04 and Scientific Linux 7.9 using PyTorch 1.7.1 .