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Month: September 2024
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Improved Data Loading with Threads
Data loading is a critical aspect of deep learning workflows, whether you’re focused on training or inference. However, it often presents a paradox: the need…
Data loading is a critical aspect of deep learning workflows, whether you’re focused on training or inference. However, it often presents a paradox: the need for a highly convenient solution that is simultaneously customizable. These two goals are notoriously difficult to reconcile. One of the traditional solutions to this problem is to scale out the processing and parallelize the user…
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Accelerate 1.0.0
Rise and shine — Capcom’s latest action-adventure game, Dead Rising Deluxe Remaster, heads to the cloud at launch next week. It’s part of nine new titles joining the extensive GeForce NOW library. ‘Dead Rising’ Coming Soon Dead Rising Deluxe Remaster returns with modern graphics. More than just a remaster, this Deluxe Remaster is a full
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Today, over 80% of internet traffic is video. This content is generated by and consumed across various devices, including IoT gadgets, smartphones, computers,…
Today, over 80% of internet traffic is video. This content is generated by and consumed across various devices, including IoT gadgets, smartphones, computers, and TVs. As pixel density and the number of connected devices grow, continued investment in fast, efficient, high-quality video encoding and decoding is essential. The latest NVIDIA data center GPUs, such as the NVIDIA L40S and NVIDIA…
The One Billion Row Challenge is a fun benchmark to showcase basic data processing operations. It was originally launched as a pure-Java competition, and has…
The One Billion Row Challenge is a fun benchmark to showcase basic data processing operations. It was originally launched as a pure-Java competition, and has gathered a community of developers in other languages, including Python, Rust, Go, Swift, and more. The challenge has been useful for many software engineers with an interest in exploring the details of text file reading…
Equipping agentic AI applications with tools will usher in the next phase of AI. By enabling autonomous agents and other AI applications to fetch real-time…
Equipping agentic AI applications with tools will usher in the next phase of AI. By enabling autonomous agents and other AI applications to fetch real-time data, perform actions, and interact with external systems, developers can bridge the gap to new, real-world use cases that significantly enhance productivity and the user experience. xpander AI, a member of the NVIDIA Inception program for…
CUDA Graphs are a way to define and batch GPU operations as a graph rather than a sequence of stream launches. A CUDA Graph groups a set of CUDA kernels and…
CUDA Graphs are a way to define and batch GPU operations as a graph rather than a sequence of stream launches. A CUDA Graph groups a set of CUDA kernels and other CUDA operations together and executes them with a specified dependency tree. It speeds up the workflow by combining the driver activities associated with CUDA kernel launches and CUDA API calls. It also enforces the dependencies with…
Stephen Jones, a leading expert and distinguished NVIDIA CUDA architect, offers his guidance and insights with a deep dive into the complexities of mapping…
Stephen Jones, a leading expert and distinguished NVIDIA CUDA architect, offers his guidance and insights with a deep dive into the complexities of mapping applications onto massively parallel machines. Going beyond the basics to explore the intricacies of GPU programming, he focuses on practical techniques such as parallel program design and specific details of GPU optimization for improving the…
Machine Learning algorithms are beginning to revolutionize modern agriculture. Enabling farmers to combat pests and diseases in real time, the technology is…
Machine Learning algorithms are beginning to revolutionize modern agriculture. Enabling farmers to combat pests and diseases in real time, the technology is improving crop production and profits, while reducing waste, greenhouse gas emissions, and pesticide use. Around 6% of the world’s CO2 emissions come from farming. And every year, up to 40% of crops are lost due to pests and disease.