Edge AI Yocto Integration — Part 1: AMD PetaLinux 2025.2
A compile-survey of vendor Yocto layers (meta-hailo, meta-axelera, meta-deepx-m1, memx-yocto) against the scarthgap LTS release, on AMD Zynq-UltraScale+ platforms.
Hailo-8
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.
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.
Edge AI Power Benchmarking — Part 1: Hailo-8, the Reference Methodology
An overview of Hailo’s reference methodology for power efficiency on the Hailo-8 — the baseline this series will reproduce independently.