Optimized search results¶
The results of the optimized config search will include:
The initial value used for that run of the optimizer.
The status returned by the optimizer (the following table lists the possible statuses).
The configuration to which the optimizer converged.
The objective value that was achieved.
The optimizer status should be checked before interpreting the rest of the results. The following table lists the optimizer status values.
No. |
Optimizer status |
Comment |
|---|---|---|
1 |
SUCCESS |
The optimizer successfully converged on a solution. |
2 |
CONSTRAIN_FAILURE |
The optimizer stopped without meeting all the constraints. |
3 |
NUMERICAL_FAILURE |
The optimizer encountered a numerical failure internally. |
4 |
EXCEED_MAX_ITER |
The optimizer exceeded the max allowed number of iterations of its algorithm. Max_iterations = 2 * max_evaluations. |
5 |
EXCEED_MAX_EVAL |
The optimizer exceeded the max allowed number of evaluations. |
6 |
UNKNOWN_ERROR |
The optimizer returned an unknown error. |