Bump torch from 2.1.2 to 2.2.2

[dependabot[bot]]

Bumps torch from 2.1.2 to 2.2.2.

Release notes

Sourced from torch's releases.

PyTorch 2.2.2 Release, bug fix release

This release is meant to fix the following issues (regressions / silent correctness):

• Properly raise an error when trying to use inductor backend on non-supported platforms such as Windows (pytorch/pytorch#115969)
• Fix mkldnn performance issue on Windows platform (pytorch/pytorch#121618)
• Fix RuntimeError: cannot create std::vector larger than max_size() in torch.nn.functional.conv1d on non-contiguous cpu inputs by patching OneDNN (pytorch/builder#1742) (pytorch/builder#1744)
• Add support for torch.distributed.fsdp.StateDictType.FULL_STATE_DICT for when using torch.distributed.fsdp.FullyShardedDataParallel with the device_mesh argument (pytorch/pytorch#120837)
• Fix make triton command on release branch for users building the release branch from source (pytorch/pytorch#121169)
• Ensure gcc>=9.0 for build from source and cpp_extensions (pytorch/pytorch#120126)
• Fix cxx11-abi build in release branch (pytorch/builder#1709)
• Fix building from source on Windows source MSVC 14.38 - VS 2022 (pytorch/pytorch#122120)

Release tracker pytorch/pytorch#120999 contains all relevant pull requests related to this release as well as links to related issues.

PyTorch 2.2.1 Release, bug fix release

This release is meant to fix the following issues (regressions / silent correctness):

• Fix missing OpenMP support on Apple Silicon binaries (pytorch/builder#1697)
• Fix crash when mixing lazy and non-lazy tensors in one operation (pytorch/pytorch#117653)
• Fix PyTorch performance regression on Linux aarch64 (pytorch/builder#1696)
• Fix silent correctness in DTensor _to_copy operation (pytorch/pytorch#116426)
• Fix properly assigning param.grad_fn for next forward (pytorch/pytorch#116792)
• Ensure gradient clear out pending AsyncCollectiveTensor in FSDP Extension (pytorch/pytorch#116122)
• Fix processing unflatten tensor on compute stream in FSDP Extension (pytorch/pytorch#116559)
• Fix FSDP AssertionError on tensor subclass when setting sync_module_states=True (pytorch/pytorch#117336)
• Fix DCP state_dict cannot correctly find FQN when the leaf module is wrapped by FSDP (pytorch/pytorch#115592)
• Fix OOM when when returning a AsyncCollectiveTensor by forcing _gather_state_dict() to be synchronous with respect to the mian stream. (pytorch/pytorch#118197) (pytorch/pytorch#119716)
• Fix Windows runtime torch.distributed.DistNetworkError: [WinError 32] The process cannot access the file because it is being used by another process (pytorch/pytorch#118860)
• Update supported python versions in package description (pytorch/pytorch#119743)
• Fix SIGILL crash during import torch on CPUs that do not support SSE4.1 (pytorch/pytorch#116623)
• Fix DCP RuntimeError in get_state_dict and set_state_dict (pytorch/pytorch#119573)
• Fixes for HSDP + TP integration with device_mesh (pytorch/pytorch#112435) (pytorch/pytorch#118620) (pytorch/pytorch#119064) (pytorch/pytorch#118638) (pytorch/pytorch#119481)
• Fix numerical error with mixedmm on NVIDIA V100 (pytorch/pytorch#118591)
• Fix RuntimeError when using SymInt input invariant when splitting graphs (pytorch/pytorch#117406)
• Fix compile DTensor.from_local in trace_rule_look up (pytorch/pytorch#119659)
• Improve torch.compile integration with CUDA-11.8 binaries (pytorch/pytorch#119750)

Release tracker pytorch/pytorch#119295 contains all relevant pull requests related to this release as well as links to related issues.

PyTorch 2.2: FlashAttention-v2, AOTInductor

PyTorch 2.2 Release Notes

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

... (truncated)

Commits

• 39901f2 Fix lower precision check for MKLDNN on Windows (#122645)
• 9e6f42d Pin protobuf to 3.20.2 on macOS (#121918) (#122207)
• 13a5142 Fix MSVC 14.38 - VS 2022 Build (#122120)
• c1f8ec5 chore: add unit test to verify split_by_tags output_type (#121262) (#122122)
• abe172e fix: set codegen in _SplitterBase partitioner (#120361) (#122121)
• 49022c7 Fix missing permission in create release workflow (#118681) (#120518)
• 5ba8a77 [Release only] Disable triton build workflows (#121934)
• da3f590 [CPP] Update GCC minversion check to 9 or newer (#120126) (#121419)
• d37ef49 Windows Dynamo Error Removal CI Check (#121026)
• 3184b6f [FSDP][StateDict] Allow FULL_STATE_DICT option for 2D (#120837) (#121250)
• Additional commits viewable in compare view

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Superseded by #215.