[test] Enable FX graph caching for all benchmarks

[masnesral]

Stack from ghstack (oldest at bottom):

• -> [test] Enable FX graph caching for all benchmarks #126260
• Enable FX graph cache for huggingface and timm benchmarks #126205

cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang

[pytorch-bot]

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/126260

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❌ 1 New Failure, 1 Unrelated Failure

As of commit 319fe61 with merge base aac215a ():

NEW FAILURE - The following job has failed:

• inductor / cuda12.1-py3.10-gcc9-sm86 / test (dynamic_inductor_torchbench, 2, 2, linux.g5.4xlarge.nvidia.gpu) (gh)
  soft_actor_critic

FLAKY - The following job failed but was likely due to flakiness present on trunk:

• inductor / cuda12.1-py3.10-gcc9-sm86 / test (dynamic_inductor_timm, 2, 2, linux.g5.4xlarge.nvidia.gpu) (gh) (similar failure)
  sebotnet33ts_256

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