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micromind/MNIST

sourceHugging Facemitupdated 4y agoView on Hugging Face

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micromind checkpoints for MNIST

This repository contains checkpoints for the MNIST dataset for the following networks:

Model	Top 1 Accuracy	Top 5 Accuracy
`PhiNet(alpha=0.5, beta=1, t_zero=6, num_layers=4, resolution=28)`	98.96%	100%
`PhiNet(alpha=0.75, beta=1, t_zero=6, num_layers=5, resolution=28)`	99.03%	99.98%
`PhiNet(alpha=0.35, beta=1, t_zero=6, num_layers=7, resolution=28)`	98.72%	99.99%
`PhiNet(alpha=0.25, beta=1, t_zero=6, num_layers=7, resolution=28)`	98.84%	99.99%
`PhiNet(alpha=0.25, beta=1, t_zero=5, num_layers=7, resolution=28)`	98.76%	99.97%

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)

license: mit ---