Scratch Implementation of Vision Transformer in PyTorch

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  • PyTorch-Vision-Transformer-ViT-MNIST-CIFAR10

    Simplified Pytorch implementation of Vision Transformer (ViT) for small datasets like MNIST, FashionMNIST, SVHN and CIFAR10.

  • In the encoder class, ViTs use prenorm not post-norm like BERT. That is the first norm layer should be before the attention and the second norm layer should be before "self.fc1" https://github.com/s-chh/PyTorch-Vision-Transformer-ViT-MNIST/blob/main/model.py

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