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PyTorch 1.12: TorchArrow, Functional API for Modules and nvFuser, are now available

PyTorch Blog · 28 June 2022 · 10 min read

A post on pytorch.org, published 28 June 2022, has not been cited by any blog yet (corpus.blog, measured 12 October 2026).

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https://github.com/pytorch/pytorch/releases/tag/v1.12.0 Who cites this page
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https://github.com/facebookincubator/velox Who cites this page
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https://github.com/pytorch/torcharrow/blob/main/tutorial/tutorial.ipynb Who cites this page
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https://github.com/pytorch/torcharrow Who cites this page
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https://github.com/google/jax Who cites this page
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https://github.com/pytorch/pytorch/blob/release/1.12/torch/csrc/jit/codegen/cuda/README.md Who cites this page
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https://medium.com/pytorch/training-a-1-trillion-parameter-model-with-pytorch-fully-sharded-data-parallel-on-aws-3ac13aa96cff
medium.com
https://github.com/pytorch/pytorch/issues Who cites this page
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https://twitter.com/PyTorch Who cites this page
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https://medium.com/pytorch
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Elsewhere on pytorch.org (15)
https://pytorch.org/blog/pytorch-1.12-released/
pytorch.org
https://pytorch.org/torcharrow/beta/
pytorch.org
https://pytorch.org/tutorials/search.html?q=forward-mode+automatic+differentiation+%28beta%29&check_keywords=yes&area=default
pytorch.org
https://pytorch.org/functorch/stable/notebooks/ensembling.html
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https://pytorch.org/functorch/stable/notebooks/jacobians_hessians.html
pytorch.org
https://pytorch.org/functorch/stable/notebooks/per_sample_grads.html
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https://pytorch.org/functorch/stable/
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https://pytorch.org/functorch/stable/install.html
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https://pytorch.org/functorch/
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https://pytorch.org/docs/master/generated/torch.set_float32_matmul_precision.html?highlight=precision
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Introducing Accelerated PyTorch Training on Mac Read at pytorch.org (opens in a new tab)
pytorch.org
Introducing PyTorch Fully Sharded Data Parallel (FSDP) API Read at pytorch.org (opens in a new tab)
pytorch.org
https://pytorch.org/docs/1.11/fsdp.html?highlight=fsdp
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Getting Started with Fully Sharded Data Parallel (FSDP2) Read at pytorch.org (opens in a new tab)
pytorch.org
https://discuss.pytorch.org/ Who cites this page
discuss.pytorch.org

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