Achieving 232x Speedup on GPU QR Factorization: A Contest Retrospective

Re-evaluating Warp Specialization for Modern Tensor Core GPUs

This technical blog post examines the necessity of warp specialization for high-performance kernels on modern Tensor Core GPUs like NVIDIA's

Rethinking Graphics API Complexity: A Call for Simplifying GPU Programming

This technical blog post critiques the growing complexity of modern graphics APIs and shader frameworks, arguing that the current state of G

AI-Driven Approach for Portable GPU Kernels in High-Performance Computing

This academic paper from North Carolina State University researchers presents an approach to leveraging AI ecosystems for creating portable

Accelerating Diffusers and xDiT Image Generation with MXFP4 using AMD Quark on AMD Instinct™ MI350 GPUs

Scaling Karpathy's Autoresearch: Parallel GPU Processing Enables New AI Experimentation Strategies

The article describes an experiment where researchers scaled Andrej Karpathy's autoresearch system by giving it access to 16 GPUs on a Kuber

GPU-Accelerated Cuckoo Filter Implementation Using CUDA

This article describes a GPU-accelerated Cuckoo Filter implementation using CUDA, developed as part of a thesis project. The library provide