Pytorch release 2.0 - Execution Update

[jasonckliang]

2.0 Release Twice-Weekly Update (12d until launch!)

UPCOMING MILESTONES:

• M4: Release Branch Finalized ( 02/27 → 03/03);
• • In progress - target to complete final RC today (domain-build over the weekend)
• M6: Release Day (03/15)

RELENG OUTSTANDING TASKS: (M6 BLOCKING) -

• Nikita Shulga Publish pytorch-triton to pypi
• • Andrey Talman Publish PR/cherry-pick to integrate the triton package in PyTorch.
  • Andrey Talman Test triton package with PyTorch
• [unowned ] Anaconda release channel storage limit issue (RelEng team)
• Resolve outstanding domain issues (pytorch/data, pytorch/text are good to go)
• • pytorch/vision
  • • Andrey Talman Failure w/ Test linux 3.10: https://github.com/pytorch/vision/actions/runs/4241754989/jobs/7399248727
    • Nicolas Hug failure on CI https://app.circleci.com/pipelines/github/pytorch/vision/23730/workflows/18bd3c5f-faf3-4442-9d63-5ec0dbaa4f92
    • Andrey Talman failure on CI https://app.circleci.com/pipelines/github/pytorch/vision/23730/workflows/cc5b51af-3611-4c2a-b39d-f7cb9565a4e7
  • pytorch/audio
  • • Zhaoheng Ni Unit Tests: https://hud.pytorch.org/hud/pytorch/audio/release%2F2.0
    • Zhaoheng Ni Doc build: https://github.com/pytorch/audio/actions/runs/4295625732/jobs/7486294872
    • Andrey Talman CircleCI failure: https://app.circleci.com/…/0106b84f-86fb…/jobs/1145518
    • Andrey Talman CircleCI failure https://app.circleci.com/…/06ff3731-4194-4e63-815a…
    • Zhaoheng Ni Cicle CI https://app.circleci.com/pipelines/github/pytorch/audio/15237/workflows/44717a0b-ee64-472c-a15a-a3a6ac544ef2
• Run the inductor performance dashboard with RC2 to compare with nightly runs
• • Wei Wang Run the inductor performance tests (amp and float32)
  • Wei Wang Dashboard complete. Compare with nightly run
• Wei Wang Run inductor performance dashboard again with final RC
• Issue: Manual Installation of Jinja (for wheel env) or networkx (for conda) Package is Required to Use Torch.Compile · Issue #95671 · pytorch/pytorch · GitHub
• • (non RC blocking) Wei Wang Missing torch.compile() smoke test in binary (wheel/conda) testing/smoke test currently would fail due to missing packages like jinja2 (nightly wheels) and networkx (conda rc binaries) and jinja2 (conda nightly binaries), related to PyTorch 2.0 smoke test requirements · Issue #94914 · pytorch/pytorch · GitHub
  • Andrey Talman https://github.com/pytorch/vision/pull/7359 (related)
  • Wei Wang Jinja dependency in packaging for wheels (fix in https://github.com/pytorch/pytorch/pull/95691) Not needed for RC
  • Nikita ShulgaJinja dependency in packaging for conda
• Jason Ansel Triton issue related ( https://github.com/pytorch/pytorch/issues/95775)
• • tweak max_autotune and cherry-pick it into release (fix in https://github.com/pytorch/pytorch/pull/95840)
• Natalia Gimelshein Triton CUDA IMA issue ( https://github.com/pytorch/pytorch/issues/95794)
• • Fix is in https://github.com/pytorch/pytorch/pull/95833
• Make decision on Python 3.11 support for Conda (Meeting scheduled for Monday, Feb 27: https://fburl.com/meeting/rglm747j)
• • Publish announce on dev discuss: https://dev-discuss.pytorch.org/t/pytorch-2-0-message-concerning-python-3-11-support-on-anaconda-platform/1087
  • Eli Uriegas Publish update to get started page

OTHER WORKSTREAMS

• doc eng - Svetlana Karslioglu - ontrack - status
• • Hidet tutorial is pending (not blocking)
  • Intel to make update to the performance tuning guide submited
• release notes for pytorch/pytorch - Driss Guessous - ontrack - status
• • All categories are in. Final cherry pick phase and in review.
• marketing & blog - Jerry Park / Helen Suk - ontrack
• • Intel’s coverage on submitted feature (inductor)