Cockpit of futuristic autonomous car
Technical Walkthrough 14

Developing an End-to-End Auto Labeling Pipeline for Autonomous Vehicle Perception

Accurately annotated datasets are crucial for camera-based deep learning algorithms to perform autonomous vehicle perception. However, manually labeling data is... 6 MIN READ
Technical Walkthrough 17

Maximizing Performance with Massively Parallel Hash Maps on GPUs

Decades of computer science history have been devoted to devising solutions for efficient storage and retrieval of information. Hash maps (or hash tables) are a... 19 MIN READ
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Just Released: CUDA Toolkit 12.1

Available now for download, the CUDA Toolkit 12.1 release provides support for NVIDIA Hopper and NVIDIA Ada Lovelace architecture. < 1
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Just Released: NVIDIA Nsight Compute 2023.1

NVIDIA Nsight Compute 2023.1 adds more metrics and usability to the source view, a sample for shared memory banks, and improves the application replay... < 1
Technical Walkthrough 5

Fast Large-Scale Agent-based Simulations on NVIDIA GPUs with FLAME GPU

The COVID-19 pandemic has brought the focus of agent-based modeling and simulation (ABMS) to the public’s attention. It’s a powerful computational technique... 19 MIN READ
NumPy Legion cuNumeric graphic
Technical Walkthrough 6

Accelerating Python Applications with cuNumeric and Legate

cuNumeric is a library that aims to provide a distributed and accelerated drop-in replacement for the NumPy API that supports all NumPy features, such as... 13 MIN READ