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Accelerating Neural Network Training with Semi-Structured (2:4) Sparsity

PyTorch Blog · published 20 June 2024

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https://github.com/pytorch/ao/tree/main/torchao/sparsity
github.com
https://github.com/pytorch/ao/tree/main/torchao/sparsity/training
github.com
https://github.com/facebookresearch/dinov2
github.com
https://developer.nvidia.com/blog/structured-sparsity-in-the-nvidia-ampere-architecture-and-applications-in-search-engines/
developer.nvidia.com
https://docs.nvidia.com/cuda/cusparselt/index.html
docs.nvidia.com
https://arxiv.org/pdf/2104.08378
arxiv.org
https://github.com/pytorch/pytorch/pull/122350
github.com
https://en.wikipedia.org/wiki/Sorting_network
en.wikipedia.org
https://www.reddit.com/r/CUDA/comments/gkpjxe/what_is_warp_divergence/
reddit.com
https://arxiv.org/pdf/1903.05662
arxiv.org
https://arxiv.org/pdf/2310.02065
arxiv.org
https://arxiv.org/pdf/2310.06927
arxiv.org
https://github.com/pytorch/ao
github.com
Elsewhere on pytorch.org (2)