Marek Kolodziej – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2022-08-21T23:38:24Z http://www.open-lab.net/blog/feed/ Marek Kolodziej <![CDATA[Scaling Keras Model Training to Multiple GPUs]]> http://www.open-lab.net/blog/parallelforall/?p=8269 2022-08-21T23:38:24Z 2017-08-16T16:59:34Z Keras is a powerful deep learning meta-framework which sits on top of existing frameworks such as TensorFlow and Theano.?Keras is highly productive for...]]>

Keras is a powerful deep learning meta-framework which sits on top of existing frameworks such as TensorFlow and Theano. Keras is highly productive for developers; it often requires 50% less code to define a model than native APIs of deep learning frameworks require (here’s an example of LeNet-5 trained on MNIST data in Keras (71 lines) and TensorFlow (156 lines)). This productivity has made it…

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