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- README.md +23 -1
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phinet_a3.0_b0.75_tzero6.0_Nlayers7_res160.pth.tar filter=lfs diff=lfs merge=lfs -text
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phinet_a0.75_b1.0_tzero6.0_Nlayers5_res160.pth.tar filter=lfs diff=lfs merge=lfs -text
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phinet_a3.0_b0.75_tzero6.0_Nlayers7_res160.pth.tar filter=lfs diff=lfs merge=lfs -text
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phinet_a0.75_b1.0_tzero6.0_Nlayers5_res160.pth.tar filter=lfs diff=lfs merge=lfs -text
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phinet_a0.35_b1.0_tzero6.0_Nlayers7_res160.pth.tar filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: mit
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# micromind checkpoints for CIFAR-10
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This repository contains checkpoints for the CIFAR-10 dataset for the following networks:
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| Model | Top 1 Accuracy | Top 5 Accuracy |
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| ------------------ |---------------- | -------------- |
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| `PhiNet(alpha=3, beta=0.75, t_zero=6, num_layers=7, resolution=160)` | 93.53% | 99.68% |
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| `PhiNet(alpha=0.75, beta=1, t_zero=6, num_layers=5, resolution=160)` | 87.32% | 99.4% |
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| `PhiNet(alpha=0.35, beta=1, t_zero=6, num_layers=7, resolution=160)` | 87.99% | 99.57% |
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To download and use this repo:
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```
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from micromind import PhiNet
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model = PhiNet.from_pretrained("MNIST", alpha=0.5, beta=1.0, t_zero=6, num_layers=4, num_classes=10, resolution=160)
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```
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## Authors
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- [@fpaissan](https://www.github.com/fpaissan)
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- [@matteobeltrami](https://www.github.com/matteobeltrami)
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---
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license: mit
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---
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phinet_a0.35_b1.0_tzero6.0_Nlayers7_res160.pth.tar
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version https://git-lfs.github.com/spec/v1
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oid sha256:640080b51a2c083876de1e691ffde82341b086cc243d00ba044f9c258093d5a4
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size 1189467
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