IEEE

A 83.7% Resource Reduced FPGA-based Wired-Logic DNN Processor by Using Mixed-Precision Module Embedding Into Non-Linear Function LUT

Abstract: Wired-logic processor architecture is a promising technology for energy-efficient FPGA-based DNN processors by eliminating power-intensive DRAM/BRAM accesses. A key challenge of wired-logic ...
IEEE

Hardware Accelerator Design for Sparse DNN Inference and Training: A Tutorial

Abstract: Deep neural networks (DNNs) are widely used in many fields, such as artificial intelligence generated content (AIGC) and robotics. To efficiently support these tasks, the model pruning ...
lablab

AMD Developer Cloud Tutorial: Host Your First LLM on AMD GPU for AI Hackathons

If you've been building AI applications but relying entirely on managed API endpoints, this tutorial is your entry point into running models on raw GPU hardware, your own endpoint, your own model, ...