Artículo técnico

Оптимизировали, оптимизировали, да не выоптимизировали!

Оптимизация? Конечно, каждый сталкивался с данной задачей при разработке своих, сколь-нибудь значительных, требующих определённых вычислений, приложений. При этом способов оптимизировать код существует огромное множество, и, как следствие, различных путей сделать это в автоматическом режиме с помощью опций компилятора. Вот здесь и возникает проблема – как выбрать то, что нужно нам и не запутаться?

借助针对英特尔® 架构优化的 Caffe* 来训练和部署深度学习网络

Caffe* is a deep learning framework developed by the Berkeley Vision and Learning Center (BVLC). Caffe optimized for Intel architecture is currently integrated with the latest release of Intel® Math Kernel Library (Intel® MKL) 2017 optimized for Advanced Vector Extensions (AVX)-2 and AVX-512 instructions which are supported in Intel® Xeon® and Intel® Xeon Phi™ processors (among others). This article describes how to build Caffe optimized for Intel architecture, train deep network models using one or more compute nodes, and deploy networks. In addition, various functionalities of Caffe are explored in detail including how to fine-tune, extract and view features of different models, and use the Caffe Python API.
  • Inteligencia artificial
  • C/C++
  • Python*
  • Principiante
  • Intermedio
  • Caffe
  • deep learning
  • Knights Landing
  • Big data (datos a gran escala)
  • Optimización
  • Computación en paralelo
  • Link Aggregation Configuration and Usage in Open vSwitch* with DPDK

    Link aggregation is a feature of DPDK ports on OVS. Benefits include high availability, traffic load balancing and extending the link capacity. Learn how to configure.
  • Linux*
  • Redes
  • Virtualización de funciones de red (NFV, por sus siglas en inglés)
  • Red definida por software (SDN, por sus siglas en inglés)
  • Intel® Deep Learning SDK Tutorial: Getting Started with Intel® Deep Learning SDK Training Tool

    The Training Tool is a web application running on a Linux* server and provides a user-friendly, intuitive interface for building and training deep learning models. With the Intel Deep Learning SDK Training Tool, you can easily prepare training data, design models, and train models with automated experiments and advanced visualizations.And secondly, Simplify the installation and usage of popular deep learning frameworks optimized for Intel platforms.
  • Inteligencia artificial
  • Intel® Deep Learning SDK
  • deep learning
  • 英特尔® 实感™ 摄像头 R200 增强摄影代码示例

    This article and sample application show you how to use the Intel® RealSense™ camera (R200) and the Enhanced Photography functionality that is part of the Intel® RealSense™ SDK. The article separates the Intel RealSense SDK functionality from the GUI layer code to make it easier to focus on the R200 Enhanced Photography functionality.
  • Microsoft Windows* 10
  • Microsoft Windows* 8.x
  • Tecnología Intel® RealSense™
  • C#
  • Principiante
  • SDK de Intel® RealSense™
  • Tecnología Intel® RealSense™
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