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Practical Quantization in PyTorch

PyTorch Blog · published 8 February 2022

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2blogs citing

First cited: 2 Sept 2022
Most recent: 9 Aug 2024
Rank this month: not ranked
External links: 10
Words captured: 3,104

Cited by

Blog

In the post

Date

hello-fri-end.github.io

Model Compression: A Survey of Techniques Read at the source ↗

9 Aug 2024

sayak.dev

Building an Efficient Machine Learning API Read at the source ↗

2 Sept 2022

Links from this post

Link

Host

https://arxiv.org/pdf/2103.13630.pdf

arxiv.org

https://arxiv.org/pdf/1806.08342.pdf

arxiv.org

https://github.com/PyTorch/PyTorch/blob/748d9d24940cd17938df963456c90fa1a13f3932/torch/ao/quantization/observer.py

github.com

https://arxiv.org/abs/2004.09602

arxiv.org

https://github.com/pytorch/FBGEMM

github.com

https://github.com/pytorch/QNNPACK

github.com

https://github.com/pytorch/rfcs/blob/master/RFC-0019-Extending-PyTorch-Quantization-to-Custom-Backends.md

github.com

https://github.com/PyTorch/PyTorch/blob/d6b15bfcbdaff8eb73fa750ee47cef4ccee1cd92/torch/ao/quantization/qconfig.py

github.com

https://github.com/pytorch/pytorch/blob/master/torch/ao/quantization/_learnable_fake_quantize.py

github.com

https://s3.amazonaws.com/assets.pytorch.org/ptdd2021/posters/C8.png

s3.amazonaws.com

Elsewhere on pytorch.org (6)

https://pytorch.org/docs/stable/fx.html

pytorch.org

https://pytorch.org/docs/stable/quantization.html

pytorch.org

https://pytorch.org/tutorials/recipes/fuse.html

pytorch.org

https://pytorch.org/tutorials/prototype/numeric_suite_tutorial.html

pytorch.org

https://pytorch.org/assets/images/quantization-practice/quantization-flowchart2.png

pytorch.org

https://discuss.pytorch.org/u/suraj.pt/

discuss.pytorch.org