dependabot[bot] opened a new pull request, #38911: URL: https://github.com/apache/beam/pull/38911
Bumps [torch](https://github.com/pytorch/pytorch) from 2.7.1 to 2.12.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/pytorch/pytorch/releases";>torch's releases</a>.</em></p> <blockquote> <h1>PyTorch 2.12.0 Release Notes</h1> <ul> <li><a href="https://github.com/pytorch/pytorch/blob/HEAD/#highlights";>Highlights</a></li> <li><a href="https://github.com/pytorch/pytorch/blob/HEAD/#backwards-incompatible-changes";>Backwards Incompatible Changes</a></li> <li><a href="https://github.com/pytorch/pytorch/blob/HEAD/#deprecations";>Deprecations</a></li> <li><a href="https://github.com/pytorch/pytorch/blob/HEAD/#new-features";>New Features</a></li> <li><a href="https://github.com/pytorch/pytorch/blob/HEAD/#improvements";>Improvements</a></li> <li><a href="https://github.com/pytorch/pytorch/blob/HEAD/#bug-fixes";>Bug fixes</a></li> <li><a href="https://github.com/pytorch/pytorch/blob/HEAD/#performance";>Performance</a></li> <li><a href="https://github.com/pytorch/pytorch/blob/HEAD/#documentation";>Documentation</a></li> <li><a href="https://github.com/pytorch/pytorch/blob/HEAD/#developers";>Developers</a></li> <li><a href="https://github.com/pytorch/pytorch/blob/HEAD/#security";>Security</a></li> </ul> <h1>Highlights</h1> <!-- raw HTML omitted --> <p>For more details about these highlighted features, you can look at the release blogpost. Below are the full release notes for this release.</p> <h1>Backwards Incompatible Changes</h1> <h2>Build Frontend</h2> <ul> <li> <p>Strengthened SVE compile checks in <code>FindARM.cmake</code>, which may reject previously accepted but incorrect SVE configurations (<a href="https://redirect.github.com/pytorch/pytorch/pull/176646";>#176646</a>)</p> <p>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.</p> </li> <li> <p>Updated the minimum CUDA version required to build PyTorch from source to CUDA 12.6 (<a href="https://redirect.github.com/pytorch/pytorch/pull/178925";>#178925</a>)</p> <p>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 <code>CUDA_HOME</code> points to that installation.</p> <p>Version 2.11:</p> <pre lang="bash"><code>CUDA_HOME=/usr/local/cuda-12.4 python setup.py develop </code></pre> <p>Version 2.12:</p> <pre lang="bash"><code>CUDA_HOME=/usr/local/cuda-12.6 python setup.py develop </code></pre> </li> <li> <p>Enforced a C++20 minimum in CMake build files (<a href="https://redirect.github.com/pytorch/pytorch/pull/178662";>#178662</a>)</p> </li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/pytorch/pytorch/commit/0d62256a2b23365f8e1604297eb23a6545102aa8";><code>0d62256</code></a> [release] Dockerfile: skip torchaudio install when CUDA_PATH=cu132 (<a href="https://redirect.github.com/pytorch/pytorch/issues/183346";>#183346</a>)</li> <li><a href="https://github.com/pytorch/pytorch/commit/7661cd9c6b841b62b7f411aa52ec51f05457263b";><code>7661cd9</code></a> [MPS] Fix SDPA wrong output for permuted q/k/v with B > 1 (<a href="https://redirect.github.com/pytorch/pytorch/issues/181886";>#181886</a>)</li> <li><a href="https://github.com/pytorch/pytorch/commit/9da6087ab64ab6a2118686420ca5353c90dd7e1f";><code>9da6087</code></a> Fix stale PYTORCH_RELEASES_CODE_CC dict (fixes <a href="https://redirect.github.com/pytorch/pytorch/issues/182250";>#182250</a>) (<a href="https://redirect.github.com/pytorch/pytorch/issues/182369";>#182369</a>)</li> <li><a href="https://github.com/pytorch/pytorch/commit/e4c37cc011d47246ce8ea4b99c9b28fb7f400224";><code>e4c37cc</code></a> Avoid raw stream name collisions in Inductor (<a href="https://redirect.github.com/pytorch/pytorch/issues/182178";>#182178</a>)</li> <li><a href="https://github.com/pytorch/pytorch/commit/822d047dc8dd8d919f83c3ad5c786e405075d1f0";><code>822d047</code></a> [MPS] Fix bool mask handling in 1-pass SDPA decode kernel (<a href="https://redirect.github.com/pytorch/pytorch/issues/182285";>#182285</a>) (<a href="https://redirect.github.com/pytorch/pytorch/issues/182311";>#182311</a>)</li> <li><a href="https://github.com/pytorch/pytorch/commit/5c5e523cd520e6986006e45be243b3ee927ea546";><code>5c5e523</code></a> Add enable_gqa parameter to SDPA MPS meta registration (<a href="https://redirect.github.com/pytorch/pytorch/issues/181550";>#181550</a>)</li> <li><a href="https://github.com/pytorch/pytorch/commit/eece52ead16886e5463c3dcee9b04db783cc68d5";><code>eece52e</code></a> [AOTI] Add BC-safe c_shim v2 for _scaled_dot_product_attention_math_for_mps e...</li> <li><a href="https://github.com/pytorch/pytorch/commit/b39330bbe210b9628207e84d8ba2cabb7975fbac";><code>b39330b</code></a> [Inductor] Call latest c_shim version for versioned fallback ops (<a href="https://redirect.github.com/pytorch/pytorch/issues/181548";>#181548</a>)</li> <li><a href="https://github.com/pytorch/pytorch/commit/06f10d088229a25ac52bd14b6cacc04a4161f6ca";><code>06f10d0</code></a> Revert "[FSDP2] add fqn to communication ops" (<a href="https://redirect.github.com/pytorch/pytorch/issues/182100";>#182100</a>) (<a href="https://redirect.github.com/pytorch/pytorch/issues/182157";>#182157</a>)</li> <li><a href="https://github.com/pytorch/pytorch/commit/449e3393139a1aca9afec120c9a63f98f12d55b0";><code>449e339</code></a> Revert "[Inductor] Improve materialization heuristic for a chain of computaio...</li> <li>Additional commits viewable in <a href="https://github.com/pytorch/pytorch/compare/v2.7.1...v2.12.0";>compare view</a></li> </ul> </details> <br /> [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. 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