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Documentation update: use concurrency terminology in benchmark docstrings (facebook#4924)
Summary: Pull Request resolved: facebook#4924 Updates docstrings in `BenchmarkMethod`, `BenchmarkExecutionSettings`, and `nightly.py` to use "concurrency" terminology instead of "parallelism" where appropriate. Also applies a formatting fix to a multi-line `BenchmarkExecutionSettings(...)` call in `nightly.py`. No interface or behavioral changes. Reviewed By: saitcakmak Differential Revision: D93771883 fbshipit-source-id: cd394bb76df63063d3829163be43681e28d35b4f
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ax/benchmark/benchmark_method.py

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class BenchmarkMethod(Base):
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"""Benchmark method, represented in terms of Ax generation strategy (which tells us
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which models to use when) and Orchestrator options (which tell us extra execution
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information like maximum parallelism, early stopping configuration, etc.).
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information like maximum concurrency, early stopping configuration, etc.).
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Args:
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name: String description. Defaults to the name of the generation strategy.

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