FPGA

2 items

ARTICLE↑ trendingReddit r/LocalLLaMA·4/26/2026

Thoughts on using an AMD Alveo V80 FPGA PCI card as a poor man’s Taalas HC1 (LLM-burned-onto-a-chip).

The author explores using an AMD Alveo V80 FPGA card for LLM inference, aiming to approximate the performance of a dedicated Taalas HC1 chip. After consulting Gemini Pro, potential speeds of 1,400-3,200 tk/s were estimated, and the author seeks community input on this speculative approach.

AI hardware FPGA LLM inference

Thoughts on using an AMD Alveo V80 FPGA PCI card as a poor man’s Taalas HC1 (LLM-burned-onto-a-chip).

RESEARCHDEV.to AI·5/2/2026

Accelerating CNN inference on FPGAs: A Survey

This survey paper examines various techniques and methods for accelerating Convolutional Neural Network (CNN) inference specifically on Field-Programmable Gate Arrays (FPGAs). It provides an overview of existing research and architectural approaches to improve the performance and efficiency of CNN deployments on hardware.

Hardware Acceleration deep learning FPGA computer vision