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Inference_Time

Computational Efficiency

Inference Time

Direction

Lower is Better

Value Range

[0, ∞] seconds

Category

Computational Efficiency

Training and inference performance

Description

Time to embed all cells through the trained encoder

Mathematical Formula

Wall-clock time for one forward pass through encoder

Interpretation Guide

Time to generate latent representations from data. Critical for interactive applications.

Related Metrics

Other metrics in the Computational Efficiency category