Introducing the TensorFlow Research Cloud
Researchers require enormous computational resources to train the machine learning (ML) models that have delivered recent breakthroughs in
The TensorFlow Research Cloud offers researchers the following benefits:
- Access to Google’s all-new Cloud TPUs that accelerate both training and inference
- Up to 180 teraflops of floating-point performance per Cloud TPU
- 64 GB of ultra-high-bandwidth memory per Cloud TPU
- Familiar TensorFlow programming interfaces
You can sign up here to request to be notified when the TensorFlow Research Cloud application process opens, and you can optionally share more information about your computational needs. We plan …Read More
Source:: Introducing the TensorFlow Research Cloud
News Feed FYI: New Updates to Reduce Clickbait Headlines
By Arun Babu, Engineer, Annie Liu, Engineer, and Jordan Zhang, Engineer
People tell us they don’t like stories that are misleading, sensational or spammy. That includes clickbait headlines that are designed to get attention and lure visitors into clicking on a link. In an effort to support an informed community, we’re always working to determine what stories might have clickbait headlines so we can show them less often.
Last year we made an update to News Feed to reduce stories from sources that consistently post clickbait headlines that withhold and exaggerate information. Today, we are making three updates that build …Read More
Source:: News Feed FYI: New Updates to Reduce Clickbait Headlines
Using Machine Learning to Explore Neural Network Architecture
At Google, we have successfully applied deep learning models to many applications, from
To make this process of designing machine learning models much more accessible, we’ve been exploring ways to automate the design of machine learning models. Among many algorithms we’ve studied, evolutionary algorithms [1] and reinforcement learning algorithms [2] have shown great promise. But in this blog post, …Read More
Source:: Using Machine Learning to Explore Neural Network Architecture
Efficient Smart Reply, now for Gmail
Last year we launched Smart Reply, a feature for
Each module processes inputs and provides transformed representations of those inputs on its outputs (which are, in turn, available for the next level). In the Smart Reply system, and the figure above, the repeated structure has two layers of hierarchy. The first makes each feature useful as a predictor of the final result, and the second combines these features. By definition, the second works at a more abstract representation and considers a wider timescale.
By …Read More
Source:: Efficient Smart Reply, now for Gmail
The latest Twitter data for the UK #GE2017
On June 8th the UK will head to the polls for #GE2017. On a weekly basis we here at Twitter UK will be ploughing through the millions of related Tweets, looking at the main topics of debate, and seeing which MPs and parties are setting Twitter alight
8 Things to Do During Your First Week as a Social Media Manager
It’s your first day as a social media manager for a new company. Where do you even start?
This question is a common one, but one that often goes unasked as people are worried about seeming inexperienced or making a bad impression when they start a new job. Really, it’s a very reasonable question. Making a critical error would be far more costly than asking colleagues for help.
You can’t just jump in and start tweeting on behalf of a business you’re unfamiliar with. Every company has a different audience, different needs, and different goals for their social media presence. But you …Read More
Source:: 8 Things to Do During Your First Week as a Social Media Manager