Commit 16b44722 authored by Konstantinos Chatzilygeroudis's avatar Konstantinos Chatzilygeroudis
Browse files

A bit more reasonable regression benchmark config [ci skip]

parent 7b4ee454
[
{ "name" : "regression_benchmark",
"functions" : ["Rastrigin", "Ackley", "GramacyLee", "Step", "Levy", "SixHumpCamel", "RobotArm", "OTLCircuit", "PistonSimulation", "PlanarInverseDynamicsI", "PlanarInverseDynamicsII"],
"dimensions" : [[1,2,4,8], [1,2,4,8], [1], [1], [1,2,4,8], [2], [8], [6], [7], [6], [6]],
"points" : [40, 80, 100, 200, 400, 600],
"functions" : ["Rastrigin", "Ackley", "GramacyLee", "Step", "SixHumpCamel", "RobotArm", "OTLCircuit", "PistonSimulation", "PlanarInverseDynamicsI", "PlanarInverseDynamicsII"],
"dimensions" : [[1,2,4,8], [1,2,4,8], [1], [1], [2], [8], [6], [7], [6], [6]],
"points" : [50, 100, 200, 400, 600],
"randomness": ["uniform"],
"noise" : "true",
"models" : [{"name" : "GP-SE-Full", "type" : "GP", "kernel" : {"type": "SquaredExpARD", "optimize_noise" : "true", "params" : {"sigma_sq" : ["double", 1.0]}}, "mean" : {"type": "NullFunction", "has_defaults" : "false"}, "hp_opt" : {"type" : "KernelLFOpt", "optimizer" : "Rprop", "params" : {"eps_stop" : ["double", 1e-6]}}},
{"name" : "GP-SE", "type" : "GP", "kernel" : {"type": "SquaredExpARD", "optimize_noise" : "false", "params" : {"sigma_sq" : ["double", 1.0]}}, "mean" : {"type": "NullFunction", "has_defaults" : "false"}, "hp_opt" : {"type" : "KernelLFOpt", "optimizer" : "Rprop", "params" : {"eps_stop" : ["double", 1e-6]}}},
{"name" : "GP-LOO-CV", "type" : "GP", "kernel" : {"type": "SquaredExpARD", "optimize_noise" : "true", "params" : {"sigma_sq" : ["double", 1.0]}}, "mean" : {"type": "NullFunction", "has_defaults" : "false"}, "hp_opt" : {"type" : "KernelLooOpt", "optimizer" : "Rprop", "params" : {"eps_stop" : ["double", 1e-6]}}}]
{"name" : "GP-SE", "type" : "GP", "kernel" : {"type": "SquaredExpARD", "optimize_noise" : "false", "params" : {"sigma_sq" : ["double", 1.0]}}, "mean" : {"type": "NullFunction", "has_defaults" : "false"}, "hp_opt" : {"type" : "KernelLFOpt", "optimizer" : "Rprop", "params" : {"eps_stop" : ["double", 1e-6]}}}]
}]
Supports Markdown
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment