Subkey |
Description |
---|---|
use |
If True, use SMAC as the optimization strategy. |
n_smac_cores |
Number of independent, parallel SMAC instances to use. |
budget_type |
Type of budget to use for the SMAC optimization, either an evaluation limit or a time limit. |
budget |
Size of the budget, which depends on the type of budget. Number of evaluations for an evaluation limit, or wallclock seconds for a time limit. |
init_method |
Initialization method of SMAC. Supported are a random initialization or a sobol sequence. |
init_budget |
Number of evaluations used for the initialization. Always an evaluation limit, regardless of the budget type choice of the optimization. |