https://mariobergeron.com/Recent content on Mario BergeronHugoen-usMon, 10 Aug 2026 18:24:19 -0400https://mariobergeron.com/posts/edge-ai-coding-p01-claude-code/Wed, 22 Jul 2026 00:00:00 -0400https://mariobergeron.com/posts/edge-ai-coding-p01-claude-code/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.https://mariobergeron.com/posts/edge-ai-yocto-p01-amd-petalinux-2025-2/Sun, 12 Jul 2026 00:00:00 -0400https://mariobergeron.com/posts/edge-ai-yocto-p01-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.https://mariobergeron.com/posts/edge-ai-power-p06-memryx-mx3/Fri, 19 Jun 2026 00:00:00 -0400https://mariobergeron.com/posts/edge-ai-power-p06-memryx-mx3/Reproducing MemryX’s published resnet50 benchmark on the MX3, with independent power measurement.https://mariobergeron.com/posts/edge-ai-power-p05-deepx-m1/Wed, 10 Jun 2026 00:00:00 -0400https://mariobergeron.com/posts/edge-ai-power-p05-deepx-m1/Reproducing DeepX’s published resnet50 benchmark on the M1, with independent power measurement.https://mariobergeron.com/posts/bird-by-bird-with-jeff-bier/Fri, 29 May 2026 00:00:00 -0400https://mariobergeron.com/posts/bird-by-bird-with-jeff-bier/A short story about my intersection with Jeff Bier, and how his advice still drives me after more than a decade.https://mariobergeron.com/posts/edge-ai-power-p04-axelera-metis/Thu, 07 May 2026 00:00:00 -0400https://mariobergeron.com/posts/edge-ai-power-p04-axelera-metis/Reproducing — and surpassing — Axelera’s published resnet50 benchmark on the Metis, with independent power measurement.https://mariobergeron.com/posts/edge-ai-power-p03-ina228/Tue, 05 May 2026 00:00:00 -0400https://mariobergeron.com/posts/edge-ai-power-p03-ina228/Reproducing the Hailo-8 reference methodology with an Adafruit INA228 I2C power measurement board.https://mariobergeron.com/posts/edge-ai-power-p02-elmorlabs/Mon, 04 May 2026 00:00:00 -0400https://mariobergeron.com/posts/edge-ai-power-p02-elmorlabs/Reproducing the Hailo-8 reference methodology with an ElmorLabs PMD2 with PCIe to M.2 adapter with power insertion.https://mariobergeron.com/posts/edge-ai-power-p01-hailo8/Fri, 01 May 2026 00:00:00 -0400https://mariobergeron.com/posts/edge-ai-power-p01-hailo8/An overview of Hailo’s reference methodology for power efficiency on the Hailo-8 — the baseline this series will reproduce independently.https://mariobergeron.com/posts/my-gold-fish-moment/Wed, 21 Jan 2026 12:55:24 -0500https://mariobergeron.com/posts/my-gold-fish-moment/A short story about reacting to loss.https://mariobergeron.com/posts/my-first-asic-teamwork/Mon, 25 Aug 2025 00:00:00 -0400https://mariobergeron.com/posts/my-first-asic-teamwork/A short story about my first job as an ASIC Engineer.