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Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152

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Name		Name	Last commit message	Last commit date
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.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
ResNet.py		ResNet.py
main.py		main.py
ops.py		ops.py
utils.py		utils.py

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ResNet-Tensorflow

Simple Tensorflow implementation of pre-activation ResNet18, ResNet34, ResNet50, ResNet101, ResNet152

Summary

dataset

tiny_imagenet
cifar10, cifar100, mnist, fashion-mnist in keras (pip install keras)

Train

python main.py --phase train --dataset tiny --res_n 18 --lr 0.1

Test

python main.py --phase test --dataset tiny --res_n 18 --lr 0.1

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Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152

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Python 100.0%