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Spark in me - Internet, data science, math, deep learning, philosophy

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Spark in me - Internet, data science, math, deep learning, philosophy

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PyTorch 1.12 github.com/pytorch…/v1.12.0 Looks like lots and lots low level improvements. Not sure about their highlights. They used to weave release notes around experimental => beta => stable features and write corresponding blog posts, now it is a bit more messy. ------------------------- Functional Module API to functionally apply module computation with a given set of parameters Complex32 and Complex Convolutions in PyTorch DataPipes from TorchData fully backward compatible with DataLoader Functorch with improved coverage for APIs nvFuser a deep learning compiler for PyTorch Changes to float32 matrix multiplication precision on Ampere and later CUDA hardware TorchArrow, a new beta library for machine learning preprocessing over batch data
Release PyTorch 1.12: TorchArrow, Functional API for Modules and nvFuser, are now available · pytorch/pytorch

PyTorch 1.12 Release Notes Highlights Backwards Incompatible Change New Features Improvements Performance Documentation Highlights We are excited to announce the release of PyTorch 1.12! This rel...

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