The world of big data analytics is constantly seeking ways to accelerate processing and reduce infrastructure costs. Apache Spark has become a leading platform...
CUDA C++ Compiler Updates Impacting ELF Visibility and Linkage
In the next CUDA major release, CUDA 13.0, NVIDIA is introducing two significant changes to the NVIDIA CUDA Compiler Driver (NVCC) that will impact ELF...
Note: This blog post was originally published on Jan 25, 2017, but has been edited to reflect new updates. This post is a super simple introduction to CUDA, the...
NVIDIA Blackwell and NVIDIA CUDA 12.9 Introduce Family-Specific Architecture Features
One of the earliest architectural design decisions that went into the CUDA platform for NVIDIA GPUs was support for backward compatibility of GPU code. This...
Stacking Generalization with HPO: Maximize Accuracy in 15 Minutes with NVIDIA cuML
Stacking generalization is a widely used technique among machine learning (ML) engineers, where multiple models are combined to boost overall predictive...
Kaggle Grandmasters Unveil Winning Strategies for Data Science Superpowers
Kaggle Grandmasters David Austin and Chris Deotte from NVIDIA and Ruchi Bhatia from HP joined Brenda Flynn from Kaggle at this year’s Google Cloud Next...
Real-Time GPU-Accelerated Gaussian Splatting with NVIDIA DesignWorks Sample vk_gaussian_splatting
Gaussian splatting is a novel approach to rendering complex 3D scenes by representing them as a collection of anisotropic Gaussians in 3D space. This technique...
NVIDIA cuPyNumeric 25.03 Now Fully Open Source with PIP and HDF5 Support
NVIDIA cuPyNumeric is a library that aims to provide a distributed and accelerated drop-in replacement for NumPy built on top of the Legate framework. It brings...
Optimizing Transformer-Based Diffusion Models for Video Generation with NVIDIA TensorRT
State-of-the-art image diffusion models take tens of seconds to process a single image. This makes video diffusion even more challenging, requiring significant...
Accelerating Apache Parquet Scans on Apache Spark with GPUs
As data sizes have grown in enterprises across industries, Apache Parquet has become a prominent format for storing data. Apache Parquet is a columnar storage...
NVIDIA Blackwell Delivers Massive Performance Leaps in MLPerf Inference v5.0
The compute demands for large language model (LLM) inference are growing rapidly, fueled by the combination of growing model sizes, real-time latency...
Automating AI Factories with NVIDIA Mission Control
Advanced AI models such as DeepSeek-R1 are proving that enterprises can now build cutting-edge AI models specialized with their own data and expertise. These...
