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micromind/
CIFAR-10

Name: CIFAR-10
Availability: InStock

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micromind checkpoints for CIFAR-10

This repository contains checkpoints for the CIFAR-10 dataset for the following networks:

Model	Top 1 Accuracy	Top 5 Accuracy
`PhiNet(alpha=3, beta=0.75, t_zero=6, num_layers=7, resolution=160)`	93.61%	99.77%
`PhiNet(alpha=0.75, beta=1, t_zero=6, num_layers=5, resolution=160)`	86.8%	99.5%
`PhiNet(alpha=0.35, beta=1, t_zero=6, num_layers=7, resolution=160)`	88.08%	99.48%
`PhiNet(alpha=0.25, beta=1, t_zero=6, num_layers=7, resolution=160)`	84.97%	99.3%
`PhiNet(alpha=0.25, beta=1, t_zero=5, num_layers=7, resolution=160)`	83.01%	99.2%

To download and use this repo:

from micromind import PhiNet
model = PhiNet.from_pretrained("CIFAR-10", alpha=3.0, beta=0.75, t_zero=6, num_layers=7, num_classes=10, resolution=160)