By Serdar Yegulalp Microsoft has released DeepSpeed, a new deep learning optimization library for PyTorch, that is designed to reduce memory use and train models with better parallelism on existing hardware. According …read more Source:: OpenSource
Tag: deep learning
The best machine learning and deep learning libraries
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•By Martin Heller If you’re starting a new machine learning or deep learning project, you may be confused about which framework to choose. As we’ll discuss, there are several good options for both …read more Source:: OpenSource
Can artificial intelligence tell a teapot from a golf ball?
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•How smart is the form of artificial intelligence known as deep learning computer networks, and how closely do these machines mimic the human brain? They have improved greatly in recent …read more Source:: Science
LinkedIn open-sources a tool to run TensorFlow on Hadoop
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•By Serdar Yegulalp LinkedIn has open-sourced a project for scaling and managing deep learning jobs in TensorFlow, using the YARN (Yet Another Resource Negotiator) job scheduling system in Hadoop. The Tony project came about …read more Source:: OpenSource
6 predictions for the future of deep learning
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•By James Kobielus Deep learning is many things, but it isn’t simple. Even if you’re a data scientist who has mastered the basics of artificial neural networks, you may need time to get up …read more Source:: OpenSource
Baidu’s deep learning framework adopts Kubernetes
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•By Serdar Yegulalp PaddlePaddle, Baidu’s open source framework for deep learning, is now compatible with the Kubernetes cluster management system to allow large models to be trained anywhere Kubernetes can …read more Source:: OpenSource
Review: The best frameworks for machine learning and deep learning
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•By Martin Heller Over the past year I’ve reviewed half a dozen open source machine learning and/or deep learning frameworks: Caffe, Microsoft Cognitive Toolkit (aka CNTK 2), MXNet, Scikit-learn, …read more Source:: OpenSource
Amazon’s deep learning darling MXNet hits Apache Incubator
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•By Serdar Yegulalp MXNet, chosen by Amazon as its “deep learning framework of choice,” has been accepted into the Apache Software Foundation (ASF) Incubator to support its future development. This is not the …read more Source:: OpenSource
TensorFlow 1.0 unlocks machine learning on smartphones
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•By Serdar Yegulalp TensorFlow, Google’s open source deep learning framework, has announced a release candidate for a full-blown version 1.0. Version 1.0 not only brings improvements to the framework’s gallery of machine learning …read more Source:: OpenSource
Intel’s BigDL deep learning framework snubs GPUs for CPUs
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•By Serdar Yegulalp Last week Intel unveiled BigDL, a Spark-powered framework for distributed deep learning, available as an open source project. With most of the major IT vendors releasing machine learning …read more Source:: OpenSource