Nvidia

21 Posts

Different Nvidia cloud-computing services
Nvidia

Chipmaker Boosts AI as a Service: Nvidia Launches Cloud Service for NLP Models

Nvidia, known for chips designed to process AI systems, is providing access to large language models. Nvidia announced early access to NeMo LLM and BioNeMo, cloud-computing services that enable developers to generate text and biological sequences respectively.
2 min read
Gif shows closeup images of graphics processing units from Nvidia and AMD.
Nvidia

The Geopolitics of GPUs: US Bans Nvidia and AMD Chip Sales to China

The ban impacts Nvidia's A100 and H100 chips, and AMD's MI250.
2 min read
Nvidia Chip
Nvidia

Transformer Accelerator

Is your colossal text generator bogged down in training? Nvidia announced a chip designed to accelerate the transformer architecture, the basis of large language models such as GPT-3.
2 min read
Yoav Shoham
Nvidia

Yoav Shoham: Language Models That Reason

I believe that natural language processing in 2022 will re-embrace symbolic reasoning, harmonizing it with the statistical operation of modern neural networks. Let me explain what I mean by this.
2 min read
smaller town bigger tree
Nvidia

Trillions of Parameters: Are AI Models With Trillions of Parameters the New Normal?

The trend toward ever-larger models crossed the threshold from immense to ginormous. Google kicked off 2021 with Switch Transformer, the first published work to exceed a trillion parameters, weighing in at 1.6 trillion.
2 min read
Two images showing RETRO Architecture and Gopher (280B) vs State of the Art
Nvidia

Large Language Models Shrink: Gopher and RETRO Prove Lean Language Models Can Push Boundaries

DeepMind released three papers that push the boundaries — and examine the issues — of large language models.
2 min read
AI system monitoring urban traffic
Nvidia

Meet the New Smart-Cities Champ

Chinese researchers for the first time swept a competition to develop AI systems that monitor urban traffic. Chinese universities and companies won first and second place place in all five categories of the 2021 AI City Challenge.
1 min read
System designed to isolate changes in the pose of a two-dimensional figure
Nvidia

Motion Mapper

In some animated games, different characters can perform the same actions — say, walking, jumping, or casting spells. A new system learned from unlabeled data to transfer such motions from one character to another.
2 min read
Data showing information related to AI strategy status in OECD countries
Nvidia

Computation as a National Resource

How much processing power do various nations have on hand to drive their AI strategy? An international trade group aims to find out. The Organisation for Economic Co-operation and Development (OECD) is launching an effort to measure the computing capacity available in countries around the world.
1 min read
Data related to Nvidia's Pay Attention When Required (Par) approach
Nvidia

Selective Attention

Large transformer networks work wonders with natural language, but they require enormous amounts of computation. New research slashes processor cycles without compromising performance.
1 min read
Series of images showing how Maxine, a media streaming platform, works
Nvidia

Data Compression By AI

In this work-from-home era, who hasn’t spent a video conference wishing they could read an onscreen document without turning their eyes from the person they’re talking with? Or simply hoping the stream wouldn’t stutter or stall? Deep learning can fill in the missing pieces.
1 min read
Examples of AI generated images
Nvidia

GANs for Smaller Data

Trained on a small dataset, generative adversarial networks (GANs) tend to generate either replicas of the training data or noisy output. A new method spurs them to produce satisfying variations.
2 min read
Graphs and data related to RubiksShift
Nvidia

More Efficient Action Recognition

Recognizing actions performed in a video requires understanding each frame and relationships between the frames. Previous research devised a way to analyze individual images efficiently known as Active Shift Layer (ASL). New research extends this technique to the steady march of video frames.
2 min read
AI chip and graphics processing unit
Nvidia

AI Chip Leaders Join Forces

A major corporate acquisition could reshape the hardware that makes AI tick.What’s new: U.S. processor giant Nvidia, the world’s leading vendor of the graphics processing units (GPUs) that perform calculations for deep learning, struck a deal to purchase UK chip designer Arm for $40 billion.
2 min read
Graphs and data related to AI chips
Nvidia

Built for Speed

Chips specially designed for AI are becoming much faster at training neural networks, judging from recent trials. MLPerf, an organization that’s developing standards for hardware performance in machine learning tasks, released results from its third benchmark competition.
1 min read

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