Sourced from torch's releases.

PyTorch 2.7.0 Release Notes

• Highlights
• Tracked Regressions
• Backwards Incompatible Changes
• Deprecations
• New Features
• Improvements
• Bug fixes
• Performance
• Documentation
• Developers

Highlights

... (truncated)

Sourced from torch's changelog.

Releasing PyTorch

• Release Compatibility Matrix
• Release Cadence
• General Overview
  • Frequently Asked Questions
• Cutting a release branch preparations
• Cutting release branches
  • pytorch/pytorch
  • PyTorch ecosystem libraries
  • Making release branch specific changes for PyTorch
  • Making release branch specific changes for ecosystem libraries
• Running Launch Execution team Core XFN sync
• Drafting RCs (https://github.com/pytorch/pytorch/blob/main/Release Candidates) for PyTorch and domain libraries
  • Release Candidate Storage
  • Release Candidate health validation
  • Cherry Picking Fixes
    • How to do Cherry Picking
  • Cherry Picking Reverts
• Preparing and Creating Final Release Candidate
• Promoting RCs to Stable
• Additional Steps to prepare for release day
  • Modify release matrix
  • Open Google Colab issue
• Patch Releases
  • Patch Release Criteria
  • Patch Release Process
    • Patch Release Process Description
    • Triage
    • Issue Tracker for Patch releases
    • Building a release schedule / cherry picking
    • Building Binaries / Promotion to Stable
• Hardware / Software Support in Binary Build Matrix
  • Python
  • Accelerator Software
    • Special support cases
  • Operating Systems
• Submitting Tutorials
• Special Topics
  • Updating submodules for a release
  • Triton dependency for the release

Release Compatibility Matrix

Following is the Release Compatibility Matrix for PyTorch releases:

... (truncated)

• 1341794 Gracefully handle optree less than minimum version, part 2 (#151323)
• 0739127 Gracefully handle optree less than minimum version (#150977)
• 0c236f3 Update triton wheel build, setuptools pin (#150953)
• c7ff78d Fix inplacing with multiple, fused uses (#150892)
• 894909a Revert "[CUDA] Only use vec128 if CUDA version is newer than 12.8" (#150855)
• ef2b139 [Manylinux 2.28] Correct Linux aarch64 cuda binaries wheel name (#150820)
• 3f236f1 [CUDA] Only use vec128 if CUDA version is newer than 12.8 (#150818)
• 35f1e76 Reland of "[ROCm] change preferred blas lib defaults (#150249)"" (#150707)
• a6321d6 Revert "Dont exclude constant_pad_nd in prologue fusion" (#150699)
• 1cc51c6 [CUDA][avgpool2d] Fix backward launch bounds again for sm100, sm120 (#150...
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