Definition

The mean latency test ensures that the mean latency for the data is within a given range.

To enable this test, the data published/streamed to Openlayer must have a column with the latency for each row. In the data config, the name of this column is specified in the latencyColumnName field.

Taxonomy

  • Category: Performance.
  • Task types: LLM, tabular classification, tabular regression, text classification.
  • Availability: .

Why it matters

  • The latency of a model directly impacts the user experience. Setting up tests to monitor the latency ensures that the latency is kept within a given range.