Posts by Vin Huang
Unlocking Sparse Acceleration on AMD GPUs with hipSPARSELt
- 17 February 2026
Sparse computation is a cornerstone of modern AI acceleration. As models like LLaMA and DINOv2 ViT-L scale in size and complexity, the demand for efficient matrix operations becomes increasingly critical. To address this, semi-structured sparsity, also known as the 2:4 structured sparsity pattern, has emerged as a powerful optimization technique.