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DTSTART;TZID=Europe/Stockholm:20220201T090000
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DTSTAMP:20260427T021938
CREATED:20211122T115138Z
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UID:11670-1643706000-1643889600@enccs.se
SUMMARY:Upscaling A.I. with Containers
DESCRIPTION:Overview\nActive practitioners in deep learning primarily develop and train their networks on local computing devices. Nonetheless\, the accuracy of such networks is dependent on their depth and the amount of training data. Moreover\, since local computing devices such as laptops or clusters provide limited computational capacity\, training a deep neural network (NN) requires access to large clusters\, i.e.\, supercomputers. \nIn this workshop\, we will learn the basics of containers\, how to work with Docker and Singularity\, and how to run distributed training using the Horovod framework on a supercomputer. \nThe workshop will be entirely online using zoom. \nOutcomes\n\nYou will be able to create\, deploy\, and update containers locally or on a cluster.\nYou will train\, and upscale traditional Convolutional NN (CNN) in TensorFlow.\nYou will learn to upscale CNN using Horovod.\n\nPrerequisites\nBasic knowledge of UNIX OS and familiarity with NNs are required. \nPreliminary Agenda\nDay 1 – Tuesday 1 February 2022\n[ninja_tables id=”11680″] \nDay 2 – Wednesday 2 February 2022\n[ninja_tables id=”11681″] \nDay 3 – Thursday 3 February 2022\n[ninja_tables id=”11682″] \nRegistration\nTo register for this event\, please follow this link https://events.prace-ri.eu/event/1292/registrations/952/. \nFor questions regarding this event please contact us at training@enccs.se. \n————\nThis training is intended for users established in the European Union or a country associated to Horizon 2020.
URL:https://enccs.se/events/2022-02-upscaling-ai-with-containers/
LOCATION:Online
CATEGORIES:ENCCS Event
ATTACH;FMTTYPE=image/jpeg:https://media.enccs.se/2021/11/AI-with-containers.jpg
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