Torch tutorials for Deep Learning, Tools and Methods workshop (July 4-5-6, Idiap)

MNIST-autograd example shows usage of autograd to train neural networks and visualize t-SNE embeddings of learned features
pretrained-resnet shows how to load pretrain ResNet networks, visualize it and propagate a single image to predict it's classes
wide-resnet-multiGPU shows how to train state-of-the-art networks on CIFAR using multiple GPUs on a single machine.

Credits

Sergey Zagoruyko, Soumith Chintala, July 2016

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
README.md		README.md
mnist-autograd.ipynb		mnist-autograd.ipynb
pretrained-resnet.ipynb		pretrained-resnet.ipynb
wide-resnet-multiGPU.ipynb		wide-resnet-multiGPU.ipynb