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TF2-EvoNorm

This repository implements candidates B0 and S0 defined in Evolving Normalization-Activation Layers in TensorFlow 2.0.

Benchmark

As of today, the layers have been tested in a ResNet18 architecture against CIFAR10 & 100. It shows some gain performance compared to a BN-ReLU ResNet18.

All TensorBoards logs are available here.

Requirements

Tensorflow Versions

If you want to launch the training, you will need to install Click and Loguru.

EvoNorm S0

EvoNorm B0

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TensorFlow 2.0 implementation of Evonorm

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