Edge AI Power Benchmarking — Part 4: Measuring the Power Efficiency of Axelera Metis

Reproducing — and surpassing — Axelera’s published resnet50 benchmark on the Metis, with independent power measurement.

May 7, 2026 · 14 min · Mario Bergeron

Edge AI Power Benchmarking — Part 3: Measuring Edge AI Power with INA228

Reproducing the Hailo-8 reference methodology with an Adafruit INA228 I2C power measurement board.

May 5, 2026 · 6 min · Mario Bergeron

Edge AI Power Benchmarking — Part 2: Power Insertion with ElmorLabs

Reproducing the Hailo-8 reference methodology with an ElmorLabs PMD2 with PCIe to M.2 adapter with power insertion.

May 4, 2026 · 8 min · Mario Bergeron