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For more details about these highlighted features, you can look at the release blogpost. Below are the full release notes for this release.
Backwards Incompatible Changes
Build Frontend
Strengthened SVE compile checks in FindARM.cmake, which may reject previously accepted but incorrect SVE configurations (#176646)
Source builds that enable SVE now validate the compiler configuration more strictly. If a build previously passed with an incomplete or mismatched SVE setup, it may now fail during CMake configuration instead of later in compilation. Update the compiler/toolchain flags so they accurately describe the target SVE support, or disable SVE for that build.
Updated the minimum CUDA version required to build PyTorch from source to CUDA 12.6 (#178925)
Building PyTorch from source with CUDA versions older than 12.6 is no longer supported. Users building custom binaries should install CUDA 12.6 or newer and make sure CUDA_HOME points to that installation.
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dependenciesPull requests that update a dependency filepythonPull requests that update python code
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Bumps torch from 2.1.0 to 2.12.0.
Release notes
Sourced from torch's releases.
... (truncated)
Commits
0d62256[release] Dockerfile: skip torchaudio install when CUDA_PATH=cu132 (#183346)7661cd9[MPS] Fix SDPA wrong output for permuted q/k/v with B > 1 (#181886)9da6087Fix stale PYTORCH_RELEASES_CODE_CC dict (fixes #182250) (#182369)e4c37ccAvoid raw stream name collisions in Inductor (#182178)822d047[MPS] Fix bool mask handling in 1-pass SDPA decode kernel (#182285) (#182311)5c5e523Add enable_gqa parameter to SDPA MPS meta registration (#181550)eece52e[AOTI] Add BC-safe c_shim v2 for _scaled_dot_product_attention_math_for_mps e...b39330b[Inductor] Call latest c_shim version for versioned fallback ops (#181548)06f10d0Revert "[FSDP2] add fqn to communication ops" (#182100) (#182157)449e339Revert "[Inductor] Improve materialization heuristic for a chain of computaio...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
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@dependabot rebasewill rebase this PR@dependabot recreatewill recreate this PR, overwriting any edits that have been made to it@dependabot show <dependency name> ignore conditionswill show all of the ignore conditions of the specified dependency@dependabot ignore this major versionwill 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 versionwill 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 dependencywill close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)You can disable automated security fix PRs for this repo from the Security Alerts page.