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Re-add PyTorch benchmarks into PyTorch image. Update CUDA version. #11286

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Re-add PyTorch benchmarks into PyTorch image. Update CUDA version.

The PyTorch benchmarks were removed in
9304ed4#diff-fd8d6db82d75e1038ed6136c9930c17d6985ff5d22f2ed9e5e8910661de14228
but the Kubernetes PyTorch Kubernetes benchmarks actually depended on them.

The PyTorch benchmarks were removed in
9304ed4#diff-fd8d6db82d75e1038ed6136c9930c17d6985ff5d22f2ed9e5e8910661de14228
but the Kubernetes PyTorch Kubernetes benchmarks actually depended on them.

PiperOrigin-RevId: 705271243
@copybara-service copybara-service bot added the exported Issue was exported automatically label Dec 12, 2024
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