Tutorial

OpenStack* Enhanced Platform Awareness: Feature Breakdown and Analysis

OpenStack* Enhanced Platform Awareness (EPA) features enable OpenStack to accurately assign the workload to the best HW resource. Learn about each feature, its benefits, and how to configure.
  • Linux*
  • Networking
  • Network Functions Virtualization (NFV)
  • Software Defined Networking (SDN)
  • Profiling Tensorflow* workloads with Intel® VTune™ Amplifier

    Machine learning applications are very compute intensive by their nature. That is why optimization for performance is quite important for them. One of the most popular libraries, Tensorflow*, already has an embedded timeline feature that helps understand which parts of the computational graph are causing bottlenecks but it lacks some advanced features like an architectural analysis.

  • Linux*
  • Microsoft Windows* 10
  • Artificial Intelligence
  • C/C++
  • Python*
  • Beginner
  • Intermediate
  • Intel® Parallel Studio XE
  • Intel® VTune™ Amplifier
  • VTune
  • TensorFlow
  • timeline
  • JSON
  • Debugging
  • Development Tools
  • Machine Learning
  • An Example of a Convolutional Neural Network for Image Super-Resolution—Tutorial

    This tutorial describes one way to implement a CNN (convolutional neural network) for single image super-resolution optimized on Intel® architecture from the Caffe* deep learning framework and Intel® Distribution for Python*, which will let us take advantage of Intel processors and Intel libraries to accelerate training and testing of this CNN.

  • Professional
  • Professors
  • Students
  • Linux*
  • Artificial Intelligence
  • Python*
  • Intermediate
  • Caffe*
  • Machine Learning
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