Category: Deep Learning

AI

How AI is Used by Researchers to Help Mitigate Misinformation?

Researchers tackling the challenge of visual misinformation — think the TikTok video of Tom Cruise supposedly golfing in Italy during the pandemic — must continuously advance their tools to identify AI-generated images. NVIDIA is furthering this effort by collaborating with researchers to develop and test detector algorithms on our state-of-the-art image-generation models. Crafting a dataset …

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a100 80gb gpu server

The Best GPU for Deep Learning

Historically, the training phase of the deep learning pipeline has been the most time-consuming. Not only is this a time-consuming process, but it is also an expensive one. The most significant component of a deep learning pipeline is the human component — data scientists frequently wait hours or even days for training to complete, reducing …

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nvidia gigabyte geforce rtx 3090 turbo 24gb

Why gaming GPU are not used for HPC?

Does using gaming GPUs for high-performance computing (HPC) make sense? It’s a yes and a no. Although gaming GPUs are significantly less expensive, they still have several drawbacks that make them unsuitable for high-performance computing (HPC) environments. Gamming GPUs come in all shapes and sizes, and it’s easy to see why when you look at …

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artificial intelligence

What is Artificial Intelligence (AI)?

Artificial intelligence uses computers and machines to simulate the human mind’s problem-solving and decision-making abilities. John McCarthy’s concept of artificial intelligence (AI) in a 2004 paper is one of many definitions that have appeared over the past few decades, “It is a branch of engineering and research that deals with the creation of intelligent devices, …

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Nvidia CUDA

What is CUDA Programming: Introduction and Examples

What is CUDA Programming? In order to take advantage of NVIDIA’s parallel computing technologies, you can use CUDA programming. Graphics processing units (GPUs) can benefit from the CUDA platform and application programming interface (API) (GPU). The interface is built on C/C++, but it allows you to integrate other programming languages and frameworks as well. CUDA …

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nvidia a100 80GB gpu

The complete guide to NVIDIA A100

Overview Data center-grade graphics processing units (GPUs) such as the NVIDIA A100 can be used by enterprises to develop large-scale machine learning infrastructures. Based on the Ampere GA100 GPU, it’s a dual-slot 10.5-inch PCI Express Gen4 card. Designed and tuned for deep learning workloads, A100 is the world’s fastest deep learning GPU on the market. …

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nvidia a100 80GB gpu

NVIDIA Unveils A100 80GB GPU Accelerator card

In order to power the world’s highest-performing elastic data centers for artificial intelligence (AI), data analytics, and high-performance computing (HPC) applications, the NVIDIA® A100 80GB PCIe card provides unprecedented acceleration. NVIDIA A100 Tensor Core technology is capable of supporting a wide variety of math precisions, allowing a single accelerator to be used for virtually any …

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