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Tag: deep learning

Nvidia Inference Engine Keeps BERT Latency Within a Millisecond

It’s a shame when your data scientists dial in the accuracy on a deep learning model to a very high degree, only to be forced to gut the model for inference because of resource constraints. But that will seldom be the Read more…

Deci Shows a NAC for Automated Neural Net Construction

Deep learning researchers have been dancing around a looming performance wall in recent months, as huge neural networks push the limits in terms of computation and power consumption. But now a company called Deci says it Read more…

Machine Learning, from Single Core to Whole Cluster

The demand for production-quality software for mining insights from datasets across scales has exploded in the last several years. The growing size of datasets throughout industry, government, and other fields has increa Read more…

Deep Learning Is Our Best Hope for Cybersecurity, Deep Instinct Says

Thanks to the exponential growth of malware, traditional heuristics-based detection regimes have been overwhelmed, leaving computers at risk. Machine learning approaches can help, but the bottleneck presented by the feat Read more…

From Amazon to Uber, Companies Are Adopting Ray

What if you could use your favorite machine learning library to code an AI program on your laptop, and have it automatically transferred to run in a massive, distributed fashion on the cloud? That’s the general idea be Read more…

How AI Plus HPC Equals the Future of Advanced Analytics

Combining artificial intelligence (AI) and high-performance computing (HPC) can unlock the potential of each of these powerful analytics disciplines. This in turn can drive increased business agility, innovation, and Read more…

A Nutrition Label for AI

It can be difficult to understand exactly what’s going on inside of a deep learning model, which is a real problem for companies concerned about bias, ethics, and explainability. Now IBM is developing something called Read more…

LLNL Uses ‘Self-Trained’ Deep Learning for Better Diagnosis

Improving disease diagnosis is one of the most popular applications for deep learning researchers – and now, they’re looking to streamline the process: new research from Lawrence Livermore National Laboratory (LLNL) Read more…

Five Real-World Applications for Sports Analytics

When Moneyball first published nearly two decades ago, it was a chronicle of an industry slow to adopt advanced statistical methods for evaluating player worth. Since then however, and due in no small part to the book it Read more…

DeepCube Unveils Deep Learning Suite

DeepCube is launching a new suite of products and services, including a software-based deep learning accelerator which runs on a range of current and next-generation hardware. The suite targets neural network training Read more…

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