TensorFlow* Sample Codes for Distributed Image Classification

Published: 10/31/2018  

Last Updated: 10/31/2018

By Michael Steyer

The TensorFlow* image classification sample codes below describe a step-by-step approach to modify the code in order to scale the deep learning training across multiple nodes of HPC data centers. The detailed descriptions of each step are part of a separate article that is going to be published.

All samples are based on original samples from the TensorFlow* repository.

The samples were tested on a CentOS* 7  installation with an Intel optimized TensorFlow* version 1.10 that makes use of the Intel® Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN) library along with the Horovod* framework.

Attachment Size
tensorflow-samples.tgz 5.9 KB

Product and Performance Information

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Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex.