Max Woolf reported that modern agentic LLMs can write Rust code 2x-20x faster than state-of-the-art approaches when given appropriate guardrails and constraints, following months of testing since the …
MarkTechPost published a practical tutorial on building and accelerating machine learning workflows with NVIDIA cuML and RAPIDS, covering GPU environment setup, zero-code scikit-learn acceleration via…
NVIDIA has released educational resources for its cuDF and cuML libraries, including Colab notebooks and tutorials for exploring pandas accelerator mode and cuML's accelerator mode. The materials cove…
Researchers from UC Berkeley and UT Austin released Flash-KMeans, an IO-aware, exact k-means library that runs over 200× faster than FAISS on GPUs by restructuring data movement. The open-source libra…
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…