PhiNet on MNIST

This repository contains checkpoints for the MNIST dataset for the following combinations of PhiNet's hyperparameters:

Model	Top 1 Accuracy	Top 5 Accuracy
`PhiNet(alpha=0.5, beta=1, t_zero=6, num_layers=4)`	99.12%	100%
`PhiNet(alpha=0.75, beta=1, t_zero=6, num_layers=5)`	98.94%	99.98%

To download and use this repo:

from micromind import PhiNet
model = PhiNet.from_pretrained("MNIST", alpha=0.5, beta=1.0, t_zero=6, num_layers=4, num_classes=10, resolution=28)

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