This is a complete pull from upstream using the third-party/update_benchmark.sh script.
Main motivation is addressing #64417. The requirements.txt file has
been moved to third-party/benchmark/tools/requirements.txt, and is
reduced to:
numpy == 1.25 scipy == 1.10.0
achieving the desired effect - bumping the numpy and scipy versions. The
pandas dependency was removed.
cherrypicked a31e2859a8229af3574ab2e931624b7c15551fb8