Observation Update
https://api.sigopt.com/v1/experiments/EXPERIMENT_ID/observations/OBSERVATION_ID
Updates an existing Observation.
Request Method: PUT
Parameters
| Name | Type | Required? | Description |
|---|---|---|---|
assignments | Assignments | N | Provide suggestion or assignments. Only provide if you want to manually specify values that the parameters held during this trial. |
failed | boolean | N | A boolean indicating whether this observation failed for some reason. SigOpt takes this into consideration when optimizing. It is invalid for both failed to be true, and value to be present. The default value is false. |
metadata | Metadata | N | Optional user-provided object. See Using Metadata for more information. |
suggestion | string | N | Provide suggestion or assignments. The id of the Suggestion you are reporting on. |
value | float | N | The observed metric value from this trial. |
value_stddev | float | N | The standard deviation in value that was observed in this trial. |
Response
Observation object.Example Request
Response
{
"assignments": {
"degree": 2,
"gamma": 3.6,
"kernel": "rbf"
},
"created": 1565896951,
"experiment": "1",
"failed": false,
"id": "1",
"metadata": null,
"object": "observation",
"suggestion": "1",
"value": 1,
"value_stddev": 0.1,
"values": [
{
"name": "Accuracy",
"object": "metric_evaluation",
"value": 1,
"value_stddev": 0.1
}
]
}