Update TorchBench commit to main (#145455)
Summary:
I'm adding sam2 to TorchBench https://github.com/pytorch/benchmark/issues/2566, so, as part of that, I'm updating PyTorch CI to use latest TorchBench commit.
The corresponding change from TorchBench is https://github.com/pytorch/benchmark/pull/2584
The main thing to call out that the newer transformers added by https://github.com/pytorch/benchmark/pull/2488 is regressing several models. This needs to be investigated further, and I pin the version to unblock this change.
* `hf_Roberta_base` a new model added by https://github.com/pytorch/benchmark/pull/2279, not sure why it fails accuracy on A10G, but it works fine on A100
* `speech_transformer` failures are pre-existing trunk failures, i.e. https://github.com/pytorch/pytorch/actions/runs/13040114684/job/36380989702#step:22:2408
X-link: https://github.com/pytorch/pytorch/pull/145455
Approved by: https://github.com/kit1980
Reviewed By: ZainRizvi
Differential Revision: D69056903
fbshipit-source-id: 6b98c246b9dc8811257ec46d4821ba6ee3363dfe
