MLCommons releases latest MLPerf Training benchmark results

Open engineering consortium MLCommons has released its latest MLPerf Training community benchmark results.

MLPerf Training is a full system benchmark that tests machine learning models, software, and hardware.

The results are split into two divisions: closed and open. Closed submissions are better for comparing like-for-like performance as they use the same reference model to ensure a level playing field. Open submissions, meanwhile, allow participants to submit a...

Enterprise AI platform Dataiku announces fully-managed online service

Dataiku has announced a fully-managed online version of its enterprise AI platform to help smaller companies get started.

The data science platform enables raw data to be converted into actionable insights through data visualisation or the creation of dashboards and also supports training machine learning models.

https://www.youtube.com/watch?v=XTBms2LeGII

“Accessibility has always been of the utmost importance at Dataiku. We developed Dataiku Online to address...

NVIDIA breakthrough emulates images from small datasets for groundbreaking AI training

NVIDIA’s latest breakthrough emulates new images from existing small datasets with truly groundbreaking potential for AI training.

The company demonstrated its latest AI model using a small dataset – just a fraction of the size typically used for a Generative Adversarial Network (GAN) – of artwork from the Metropolitan Museum of Art.

From the dataset, NVIDIA’s AI was able to create new images which replicate the style of the original artist’s work. These images...

Nvidia and ARM will open ‘world-class’ AI centre in Cambridge

Nvidia is already putting its $40 billion ARM acquisition to good use by opening a “world-class” AI centre in Cambridge.

British chip designer ARM’s technology is at the heart of most mobile devices. Meanwhile, Nvidia’s GPUs are increasingly being used for AI computation in servers, desktops, and even things like self-driving vehicles.

However, Nvidia was most interested in ARM’s presence in edge devices—which it estimates to be in the region of 180...

NVIDIA’s AI-focused Ampere GPUs are now available in Google Cloud

Google Cloud users can now harness the power of NVIDIA’s Ampere GPUs for their AI workloads.

The specific GPU added to Google Cloud is the NVIDIA A100 Tensor Core which was announced just last month. NVIDIA says the A100 “has come to the cloud faster than any NVIDIA GPU in history.”

NVIDIA claims the A100 boosts training and inference performance by up to 20x over its predecessors. Large AI models like BERT can be trained in just 37 minutes on a cluster of 1,024...

MIT has removed a dataset which leads to misogynistic, racist AI models

MIT has apologised for, and taken offline, a dataset which trains AI models with misogynistic and racist tendencies.

The dataset in question is called 80 Million Tiny Images and was created in 2008. Designed for training AIs to detect objects, the dataset is a huge collection of pictures which are individually labelled based on what they feature.

Machine-learning models are trained using these images and their labels. An image of a street – when fed into an AI trained...

Do you even AI, bro? OpenAI Safety Gym enhances reinforcement learning

Elon Musk-founded OpenAI has opened the doors of its "Safety Gym" designed to enhance the training of reinforcement learning agents.

OpenAI describes Safety Gym as "a suite of environments and tools for measuring progress towards reinforcement learning agents that respect safety constraints while training."

Basically, Safety Gym is the software equivalent of your spotter making sure you're not going to injure yourself. And just like a good spotter, it will check your...

IBM causes a stir after releasing Flickr photos it used for AI training

IBM has caused something of a stir after releasing thousands of photos it obtained from Flickr to train its AI.

The computing giant was technically within its rights to obtain and use the photos as they were posted by users under a Creative Commons license allowing free use.

Flickr CEO Don MacAskill sent a couple of tweets on Tuesday about IBM’s use of the photos:

"We love & support photographers and their right to choose their own licenses for their...