- pytorch
- transformer
- docker
- engineering
- academic
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Container for Deep Learning Environment
containerizing and deploying deep learning environments (e.g., Docker, Apptainer)
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Vision Transformer from scratch
a step-by-step implementation of Vision Transformer (ViT) model introduced in the paper An Image is Worth 16x16 Wordd Transformers for Image Recognition at Scale (ICLR 2021) with PyTorch.
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Transformer model from scratch
a step-by-step implementation of Transformer model introduced in the paper Attention is All You Need (NeurIPS 2017) with PyTorch.
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Distributed Training with PyTorch
a summary of some experiences about distributed training with PyTorch.