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Escher Erases Batching Lines for Efficient FPGA Deep Learning

April 25, 2017 Nicole Hemsoth Prickett 1

Aside from the massive parallelism available in modern FPGAs, there are other two other key reasons why reconfigurable hardware is finding a fit in neural network processing in both training and inference. …

AI

Taking the Heavy Lifting Out of TensorFlow at Extreme Scale

April 25, 2017 Nicole Hemsoth Prickett 0

There is no real middle ground when it comes to TensorFlow use cases. …

AI

Machine Learning Gets An InfiniBand Boost With Caffe2

April 19, 2017 Timothy Prickett Morgan 5

Scaling the performance of machine learning frameworks so they can train larger neural networks – or so the same training a lot faster – has meant that the hyperscalers of the world who are essentially creating this technology have had to rely on increasingly beefy compute nodes, these days almost universally augmented with GPUs. …

AI

FPGAs To Shake Up Stodgy Relational Databases

April 18, 2017 Timothy Prickett Morgan 4

So you are a system architect, and you want to make the databases behind your applications run a lot faster. …

AI

Machine Learning Storms Into Climate Research

April 18, 2017 Jeffrey Burt 0

The fields where machine learning and neural networks can have positive impacts seem almost limitless. …

AI

Does Google’s TPU Investment Make Sense Going Forward?

April 12, 2017 Timothy Prickett Morgan 8

Google created quite a stir when it released architectural details and performance metrics for its homegrown Tensor Processing Unit (TPU) accelerator for machine learning algorithms last week. …

AI

A Look at Facebook’s Interactive Neural Network Visualization System

April 12, 2017 Nicole Hemsoth Prickett 0

There has been much discussion about the “black box” problem of neural networks. …

AI

Risk or Reward: First Nvidia DGX-1 Boxes Hit the Cloud

April 11, 2017 Nicole Hemsoth Prickett 0

If you can’t beat the largest cloud players at economies of scale, the only option is to try to outrun them in performance, capabilities, or price. …

AI

From Mainframes to Deep Learning Clusters: IBM’s Speech Journey

April 7, 2017 Nicole Hemsoth Prickett 1

Here at The Next Platform, we tend to focus on deep learning as it relates to hardware and systems versus algorithmic innovation, but at times, it is useful to look at the co-evolution of both code and machines over time to see what might be around the next corner. …

AI

Flare Gives Spark SQL a Performance Boost

April 5, 2017 Jeffrey Burt 0

Spark has grown rapidly over the past several years to become a significant tool in the big data world. …

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The Next Platform is part of the Situation Publishing family, which includes the enterprise and business technology publication, The Register.

TNP  offers in-depth coverage of high-end computing at large enterprises, supercomputing centers, hyperscale data centers, and public clouds. Read more…

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