The response time for a Scorer input query is expected to be milliseconds. However, Scorer performance strongly depends on the available CPU and memory resources, trained model, model size, and the request to score.
Scorer expects to use the AML file output by the AMLGenerator (ML Engine) function. Using an AML file created or manipulated by a third-party can cause Scorer failure or incorrect scoring results.