NVIDIA's Blackwell consumer GPU (GB203/SM_120) features a unified TensorCore pipeline where all 12 non-FP64 precision formats share identical 29-cycle latency and 23-cycle throughput, reducing precisi…
FlashLib, a new GPU library for classical machine learning operators, achieves speedups of up to 208× over cuML on Hopper GPUs for algorithms including KMeans, KNN, and PCA. The library is designed to…
NVIDIA released CUDA 13.3, introducing tile programming in C++ that automates low-level GPU management for optimized kernel development across all supported architectures. The update also includes CUD…
Nvidia's Hopper and Blackwell GPU architectures introduced spatial scheduling through warp specialization, requiring developers to divide pipeline work between different warp groups for data movement …
Nvidia's Blackwell B200 GPU is the company's first chiplet design, using two reticle-sized dies that appear as a single GPU to software, moving away from the monolithic approach used in prior generati…