microbench | A micro-benchmarking library | Machine Learning library

microbench is a Rust library typically used in Artificial Intelligence, Machine Learning applications. microbench has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

microbench uses linear regression to estimate the execution time of code segments. For example, the following table might represent data collected by microbench about a code segment. microbench of course takes many more than 5 samples and the number of iterations grows geometrically rather than linearly, but the idea remains the same. After collecting data like this, microbench uses ordinary least squares (OLS) linear regression to estimate the actual execution time of the code segment. Using OLS with the above data would yield an estimated execution time of 9.6 nanoseconds with a goodness of fit (R²) of 0.992.