Microbench

Microbench是一个小的Python包，用于对Python函数进行基准测试，并可选地捕获额外的运行时/环境信息。它在集群/分布式环境中最有用，在集群/分布式环境中，相同的功能在不同的环境下运行，并且被设计为可通过新功能进行扩展。除了基准测试之外，这还可以通过记录关键Python包的版本，甚至是加载到全局环境中的所有包来帮助重现性。其他捕获的元数据可以包括CPU和RAM使用率、环境变量和硬件规格。

Microbench is a lightweight Python package for benchmarking Python functions, with optional support for capturing additional runtime and environmental information. It is particularly useful in cluster or distributed environments, where identical functions are executed across different contexts, and it is engineered to be extensible with new features. Beyond benchmarking, it aids reproducibility by logging the versions of critical Python packages, or even all packages loaded into the global environment. Other captured metadata can include CPU and RAM utilization, environment variables, and hardware specifications.

搜集汇总

背景与挑战

背景概述

Microbench是一个Python基准测试工具包，适用于分布式环境，支持捕获运行时和环境信息，由范德比尔特大学于2022年发布。