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Rename num_parallel_jobs to num_concurrent_jobs in BenchmarkExecutionSettings#4924

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mgrange1998 wants to merge 3 commits intofacebook:mainfrom
mgrange1998:export-D93771883
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Rename num_parallel_jobs to num_concurrent_jobs in BenchmarkExecutionSettings#4924
mgrange1998 wants to merge 3 commits intofacebook:mainfrom
mgrange1998:export-D93771883

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Summary: Renames num_parallel_jobs to num_concurrent_jobs in BenchmarkExecutionSettings and all nightly benchmark configurations. Also updates the docstring in BenchmarkMethod to reference "pending trials" instead of "parallelism". This is a mechanical rename with no behavioral change.

Differential Revision: D93771883

…tch_utils

Summary: Renames the `max_parallelism` parameter to `max_concurrency` across GenerationStep, GenerationNode, and the generation strategy dispatch utilities. Adds backward-compatible deprecated `max_parallelism` parameters with deprecation warnings where the public API is affected (`choose_generation_strategy`). Internal variable names (`sobol_parallelism`, `bo_parallelism`) are renamed to `sobol_concurrency`, `bo_concurrency` for consistency.

Differential Revision: D92457714
Summary: Renames the `parallelism` parameter to `concurrency` in `Client.run_trials()` and adds backward-compatible deprecated `max_parallelism` parameters in `AxClient.create_experiment()` and `AxClient.get_max_parallelism()` → `get_max_concurrency()`. Both include deprecation warnings guiding callers to use the new parameter names, with validation that old and new parameters are not specified simultaneously.

Differential Revision: D93771849
…Settings

Summary: Renames `num_parallel_jobs` to `num_concurrent_jobs` in `BenchmarkExecutionSettings` and all nightly benchmark configurations. Also updates the docstring in `BenchmarkMethod` to reference "pending trials" instead of "parallelism". This is a mechanical rename with no behavioral change.

Differential Revision: D93771883
@meta-cla meta-cla bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Feb 20, 2026
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