PyTorch 1.11, TorchData, and functorch are now available
PyTorch 1.11 Release Notes
Highlights
Backwards Incompatible Change
New Features
Improvements
Performance
Documentation
Highlights
We are excited to announce the release of PyTorch 1.11. This release is composed of over 3,300 commits since 1.10, made by 434 contributors. Along with 1.11, we are releasing beta versions of TorchData and functorch. We want to sincerely thank our community for continuously improving PyTorch.
TorchData is a new library for common modular data loading primitives for easily constructing flexible and performant data pipelines. View it on GitHub.
functorch, a library that adds composable function transforms to PyTorch, is now available in beta. View it on GitHub.
Distributed Data Parallel (DDP) static graph optimizations available in stable.
You can check the blogpost that shows the new features here.
Backwards Incompatible changes
Python API
Fixed python deepcopy to correctly copy all attributes on Tensor objects (#65584)
This change ensures that the deepcopy operation on Tensor properly copies all the attributes (and not just the plain Tensor properties).
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Bumps torch from 1.10.0 to 1.11.0.
Release notes
Sourced from torch's releases.
... (truncated)
Commits
bc2c6ed
Re-enable Windows debug libtorch (#73900)46f8586
Also install c10d headers with .h extension (#73422) (#73497)a556333
scatter_reduce
documentation (#73125) (#73365)3c14fe2
Introduce an environment variable to change c10 log level (#71746) (#73357)055052b
Improvements to C10d log (#73358)68ef2a2
Documenting cuda 11.5 windows issue (#73013) (#73312)9647fb7
Use "large" macos for binary buildse494487
stop sccache server after building (#72794) (#73122)bbf2c0e
Disable test history as it's fragilee6e8877
avoiding adding some functions to the public python API before 1.11 release (...Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting
@dependabot rebase
.Dependabot commands and options
You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)