Recent content on Mario Bergeron
How I turned a hard-won OpenCV frame-navigation recipe — first written by hand, then re-discovered by AI coding the painful way — into a persistent skill that future AI sessions can reuse.
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.
Reproducing MemryX’s published resnet50 benchmark on the MX3, with independent power measurement.
Reproducing DeepX’s published resnet50 benchmark on the M1, with independent power measurement.
A short story about my intersection with Jeff Bier, and how his advice still drives me after more than a decade.
Reproducing — and surpassing — Axelera’s published resnet50 benchmark on the Metis, with independent power measurement.
Reproducing the Hailo-8 reference methodology with an Adafruit INA228 I2C power measurement board.
Reproducing the Hailo-8 reference methodology with an ElmorLabs PMD2 with PCIe to M.2 adapter with power insertion.
An overview of Hailo’s reference methodology for power efficiency on the Hailo-8 — the baseline this series will reproduce independently.
A short story about reacting to loss.
A short story about my first job as an ASIC Engineer.