/PyramidNet_Shake-Drop

PyramidNet + Shake Drop in Chainer

Primary LanguageJupyter Notebook

PyramidNet_Shake Drop_CIFAR10

ShakeDrop Regularization for Deep Residual Learning
PyramidNet + Shake Drop + Cosine Annealing Learning Rate in Chainer with Colaboratory (without Random Erasing)

Although I made PyramidNet + Shake Drop implimentation code, in Colaboratory it takes 15 days in training (LoL). Therefore, I can't train this network.
If you want to train this network, please change format (i.e. ipynb -> py) after downloading this code.
But, since I didn't finish to train this network, I can't ensure whether or not this code is collect.

Great thanks to @shunk031! (PyramidNet in Chainer)

Requirement

・ Chainer 5.0.0 (Google Colaboratory at 25/3/2019)