Train a CNN Model on Multiple Intel® Arc™ GPUs | Intel Software
18Distributed training for deep learning usually requires datacenter or cloud platform. Watch this demo to learn how to perform distributed training of a TensorFlow CNN model using a PC with two Intel® Arc™ 380 GPUs.
Training deep learning models usually requires distributing the workload across multiple GPUs, which typically means you need access to cloud or enterprise platforms.
This demo walks through an example available in Intel® Extension for TensorFlow*. This example shows how to perform distributed training of a CNN model on a PC with 2 Intel® Arc™ 380 GPUs. It leverages Intel® Optimization for Horovod*, which speeds up distributed training running on Intel GPUs.
The video walks through the steps so you can follow along to download and install all the tools necessary to run this distributed training workload.
Example: https://github.com/intel/intel-extension-for-tensorflow/tree/main/examples/train_horovod/mnist
Intel Extension for TensorFlow: https://www.intel.com/content/www/us/en/developer/tools/oneapi/optimization-for-tensorflow.html
Intel AI Software: https://www.developer.intel.com/ai
About Intel Software:
Intel® Developer Zone is committed to empowering and assisting software developers in creating applications for Intel hardware and software products. The Intel Software YouTube channel is an excellent resource for those seeking to enhance their knowledge. Our channel provides the latest news, helpful tips, and engaging product demos from Intel and our numerous industry partners. Our videos cover various topics; you can explore them further by following the links.
Connect with Intel Software:
INTEL SOFTWARE WEBSITE: https://intel.ly/2KeP1hD
INTEL SOFTWARE on FACEBOOK: http://bit.ly/2z8MPFF
INTEL SOFTWARE on TWITTER: http://bit.ly/2zahGSn
INTEL SOFTWARE GITHUB: http://bit.ly/2zaih6z
INTEL DEVELOPER ZONE LINKEDIN: http://bit.ly/2z979qs
INTEL DEVELOPER ZONE INSTAGRAM: http://bit.ly/2z9Xsby
INTEL GAME DEV TWITCH: http://bit.ly/2BkNshu
#IntelSoftware #AI
Train a CNN Model on Multiple Intel® Arc™ GPUs | Intel Software