Pytorch release 2.0 - Execution Update

[jasonckliang]

2.0 Release Twice-Weekly Update (15d until launch!)

UPCOMING MILESTONES:

• M4: Release Branch Finalized ( 02/27 → 03/03);
• • Final RC cut date pushed out to fix remaining issues; low risk to 03/15 date.
  • Not accepting more cherry pick
• M6: Release Day (03/15)

Notatable comm

• PyTorch 2.0 Message concerning Python 3.11 support on Anaconda platform

RELENG OUTSTANDING TASKS: (M6 BLOCKING) -

• Andrey Talman Finish the cherry picks for core ( https://github.com/pytorch/pytorch/issues/94937), 9 cherry picks outstanding, 5 MPS and 4 other fixes.
• Nikita Shulga Publish pytorch-triton to pypi
• Resolve outstanding domain issues (pytorch/data, pytorch/text are good to go)
• • pytorch/vision
  • • Andrey Talman Failure w/ Test linux 3.10: [Cherry-pick] Add warnings checks for v2 namespaces (#7298) · pytorch/vision@ee7fd31 · GitHub
    • 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: PyTorch CI HUD <!-- -->
    • Zhaoheng Ni Doc build: Fix doc builds (#3116) · pytorch/audio@eca98af · GitHub
    • Andrey Talman CircleCI failure: https://app.circleci.com/pipelines/github/pytorch/audio/15148/workflows/0106b84f-86fb-4884-a37b-2c65cde3a98c/jobs/1145518
    • Andrey Talman CircleCI failure https://app.circleci.com/pipelines/github/pytorch/audio/15148/workflows/06ff3731-4194-4e63-815a-ae5b27e51cdb
• 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
• Issue: Manual Installation of Jinja (for wheel env) or networkx (for conda) Package is Required to Use Torch.Compile · Issue #95671 · pytorch/pytorch · GitHub
• • 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 Add smoke test Using a simple RN50 with torch.compile by atalman · Pull Request #7359 · pytorch/vision · GitHub (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
• 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
• Eli Uriegas Resolve https://github.com/pytorch/pytorch/issues/91067 ( torch-2.0.0-rc1 and torch-1.13.1 can not be installed on Ubuntu 20.04 ) (NOT RELEASE BLOCKING)

OTHER WORKSTREAMS

• doc eng - Svetlana Karslioglu - ontrack - status
• • Hidet tutorial is pending.
  • Intel to make update to the performance tuning guide
• release notes for pytorch/pytorch - Driss Guessous - ontrack - status
• marketing & blog - Jerry Park / Helen Suk - ontrack
• • Intel’s coverage on submitted feature (inductor)