Measurement

How to measure model accuracy and pipeline performance on Metis hardware.

Page	What it covers
Performance Metrics	Pipeline modes for throughput vs accuracy comparison. Host FPS, System FPS, CPU usage, and stream timing. Using --show-stats to identify bottlenecks with the per-element timing table.
Accuracy Metrics	How mAP, top-1/top-5, and other accuracy metrics are computed. How to run accuracy measurement against a validation dataset using inference.py dataset.

For a step-by-step guide to running accuracy measurement, see Measure Accuracy.