Computer vision, Learning, Machine learning, Natural language processing, Artificial intelligence, Ai

Reengineering Facebook AI’s deep learning platforms for interoperability

On Dec 22, 2020
@ylecun shared
RT @_willfalcon: Super cool! Excited to announce our partnership with @facebookai to help standardize research and production code with @PyTorchLightnin. If you're a company not using lightning, look into it! It's great for research AND production :) https://t.co/EZMKBob2tL
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Having a single set of interchangeable building blocks across different AI subfields will help accelerate progress. We’re reengineering our platforms, using Hydra for configs, and offering greater integration with PyTorch Lightning.

ai.facebook.com
On Dec 22, 2020
@ylecun shared
RT @_willfalcon: Super cool! Excited to announce our partnership with @facebookai to help standardize research and production code with @PyTorchLightnin. If you're a company not using lightning, look into it! It's great for research AND production :) https://t.co/EZMKBob2tL
Open

Reengineering Facebook AI’s deep learning platforms for interoperability

Reengineering Facebook AI’s deep learning platforms for interoperability

Having a single set of interchangeable building blocks across different AI subfields will help accelerate progress. We’re reengineering our platforms, using Hydra for configs, and offering ...

2020 AI Predictions: Black Box Cloud Seen Lifting, RPA in Enterprise, AI at Work in Cybersecurity

2020 AI Predictions: Black Box Cloud Seen Lifting, RPA in Enterprise, AI at Work in Cybersecurity

We invited readers to submit their top predictions for the impact of AI on business in 2020. Here is a selection of responses.

PyTorch adds new dev tools as it hits production scale

PyTorch adds new dev tools as it hits production scale

We're highlighting ways companies are using PyTorch 1.0, and also sharing PyTorch 1.1 details and showcasing new development tools from the community.

The Plain English Guide to Machine Learning vs. Deep Learning

The Plain English Guide to Machine Learning vs. Deep Learning

Ever wonder why Netflix seems to predict the shows you'll enjoy so accurately? Learn all about the technology that 30% of companies will be using by 2020.

Machine Learning & AI Main Developments in 2018 and Key Trends for 2019

Machine Learning & AI Main Developments in 2018 and Key Trends for 2019

Below are the responses from Anima Anandkumar, Andriy Burkov, Pedro Domingos, Ajit Jaokar, Nikita Johnson, Zachary Chase Lipton, Matthew Mayo, Brandon Rohrer, Elena Sharova, Rachel Thomas, ...

Artificial intelligence: From expert-only to everywhere TMT Predictions 2019

Artificial intelligence: From expert-only to everywhere TMT Predictions 2019

While AI’s initial benefits accrued mainly to early adopters with strong IT infrastructures and deep pockets, those early adopters have now rolled out cloud-based AI services that are ...

10 misconceptions about AI—dispelled

10 misconceptions about AI—dispelled

AI is now thoroughly integrated into our everyday lives. But there are a lot of misconceptions ranging from the absurd to the all too plausible.

A Deep Dive into Deep Learning in 2019

A Deep Dive into Deep Learning in 2019

If there is any one area in Data Science that has led to the progress of artificial intelligence (AI) and machine learning (ML) in the last few years it is deep learning. It has been around ...

ICML 2018: An AI party in our own backyard

ICML 2018: An AI party in our own backyard

ICML 2018: An AI party in our own backyard

Deep learning applications are the future and these 14 companies are ahead of the curve

Deep learning applications are the future and these 14 companies are ahead of the curve

Deep learning is being deployed in new and innovative ways all the time. And though it remains a work in progress, its potential is vast.

Machine Learning vs. AI: What’s the Difference?

Machine Learning vs. AI: What’s the Difference?

Although machine learning, deep learning, and artificial intelligence (AI) are related, the differences can be confusing. This post explains them in plain language.

10 Amazing Examples Of How Deep Learning AI Is Used In Practice?

10 Amazing Examples Of How Deep Learning AI Is Used In Practice?

Deep learning, a subset of machine learning represents the next stage of development for AI. By using artificial neural networks that act very much like a human brain, machines can take ...

The 10 Best Free Online Artificial Intelligence And Machine Learning Courses For 2020

The 10 Best Free Online Artificial Intelligence And Machine Learning Courses For 2020

Demand for people with artificial intelligence and machine learning skills has never been bigger. Demand clearly outstrips supply. If you want to boost your AI and ML skills, then these 10 ...

IT Pro Panel: The practical CIO’s guide to AI

IT Pro Panel: The practical CIO’s guide to AI

Smart machines are all the rage, but what are they actually doing?