SolverBenchmark.jl documentation
This package provides general tools for benchmarking solvers, focusing on a few guidelines:
- The output of a solver's run on a suite of problems is a
DataFrame
, where each row is a different problem.- Since naming issues may arise (e.g., same problem with different number of variables), there must be an ID column;
- The collection of two or more solver runs (
DataFrame
s), is aDict{Symbol,DataFrame}
, where each key is a solver;
This package is developed focusing on Krylov.jl and JSOSolvers.jl, but they should be general enough to be used in other places.