GPU Hardware, VRAM Optimization & Next-Gen Driver Updates

GPU Hardware, VRAM Optimization & Next-Gen Driver Updates Today's Highlights This week features a deep dive into VRAM efficiency with a new Triton-based KV-cache compression engine, a look at DLSS 4.5 and Path Tracing's potential on the rumored RTX 5080, and a critical review of ASUS's 12VHPWR power delivery solution. [P] I built a Triton KV-cache compression engine: 3.37x compression, 0.69ms P99 on an A10 (r/CUDA) Source: https://reddit.com/r/CUDA/comments/1szeh3m/p_i_built_a_triton_kvcache