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Avoid Bottlenecks in distributed Deep Learning pipelines with Horovod

Avoid Bottlenecks in distributed Deep Learning pipelines with Horovod

Categories: Data Science | Tags: GPU, Deep Learning, Horovod, Keras, TensorFlow

The Deep Learning training process can be greatly speed up using a cluster of GPUs. When dealing with huge amounts of data, distributed computing quickly becomes a challenge. A common obstacle whichā€¦

GrƩgor JOUET

By GrƩgor JOUET

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TensorFlow installation on Docker

TensorFlow installation on Docker

Categories: Containers Orchestration, Data Science, Learning | Tags: CPU, Jupyter, Linux, AI, Deep Learning, Docker, TensorFlow

TensorFlow is an Open Source software from Google for numerical computation using a graph representation: Vertex (nodes) represent mathematical operations Edges represent N-dimensional data arrayā€¦

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By Pierre SAUVAGE

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LXD: The Missing Piece

LXD: The Missing Piece

Categories: Containers Orchestration | Tags: CPU, Linux, LXD, VM, Docker, Kubernetes

LXD stands for Linux Container Daemon. Yet another container technology. But LXD is very different. It stands apart from the pack. It is not necessarily better nor much faster nor more secure! But itā€¦

Tariq SAHNOUNI

By Tariq SAHNOUNI

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TensorFlow on Spark 2.3: The Best of Both Worlds

TensorFlow on Spark 2.3: The Best of Both Worlds

Categories: Data Science, DataWorks Summit 2018 | Tags: Mesos, C++, CPU, GPU, Tuning, Spark, YARN, JavaScript, Keras, Kubernetes, Machine Learning, Python, TensorFlow

The integration of TensorFlow With Spark has a lot of potential and creates new opportunities. This article is based on a conference seen at the DataWorks Summit 2018 in Berlin. It was about the newā€¦

Yliess HATI

By Yliess HATI

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OS module on steroids with the SIGAR Node binding

OS module on steroids with the SIGAR Node binding

Categories: Node.js | Tags: C++, CPU, File system, Metrics, Monitoring, Network

Today we are announcing the first release of the Node binding to the SIGAR library. Visit the project website or the source code repository on GitHub. SIGAR is a cross platform interface for gatheringā€¦

David WORMS

By David WORMS

Jan 11, 2012

Canada - Morocco - France

We are a team of Open Source enthusiasts doing consulting in Big Data, Cloud, DevOps, Data Engineering, Data Scienceā€¦

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