Benchmarks Package

(hivenas.benchmarks)

Modules relating to numerical benchmarks. Although HiveNAS is built as a NAS framework, numerical benchmarks are used to study the optimization process and help empirically deduce the best optimizer configuration.

• Base
  • NumericalBenchmark
    • dim
    • maxv
    • minv
    • minimization
    • fully_train_best_model
    • get_neighbor
    • is_minimize
    • maximum
    • minimum
    • sample
• Rosenbrock
  • Rosenbrock
    • evaluate
    • momentum_eval
• Sphere
  • Sphere
    • evaluate
    • momentum_eval