Facebook Trains ImageNet in 1 Hour – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-15T17:01:30Z http://www.open-lab.net/blog/feed/ Brad Nemire <![CDATA[Facebook Trains ImageNet in 1 Hour]]> https://news.www.open-lab.net/?p=8506 2022-08-21T23:43:36Z 2017-06-08T23:42:56Z Facebook published a paper today detailing how they are able to train nearly 1.3 million images in under an hour using 256 Tesla P100 GPUs that previously took...]]> Facebook published a paper today detailing how they are able to train nearly 1.3 million images in under an hour using 256 Tesla P100 GPUs that previously took...

Facebook published a paper today detailing how they are able to train nearly 1.3 million images in under an hour using 256 Tesla P100 GPUs that previously took days on a single system. The team reduced the training time of a ResNet-50 deep learning model on ImageNet from 29 hours to one �C which they did so by distributing training in larger minibatches across more GPUs. Previously��

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