Technical Article

Benefits of Intel® Optimized Caffe* in comparison with BVLC Caffe*


 This article introduces Berkeley Vision and Learning Center (BVLC) Caffe* and  a custom version of Caffe*, Intel® Optimized Caffe*. We explain why and how Intel® Optimized Caffe* performs efficiently on Intel® architecture via Intel® VTune™ Amplifier and the time profiling option of Caffe* itself.

  • Linux*
  • Microsoft Windows* (XP, Vista, 7)
  • Microsoft Windows* 10
  • Microsoft Windows* 8.x
  • Artificial Intelligence
  • C/C++
  • Python*
  • Intel® Math Kernel Library
  • Intel® VTune™ Amplifier
  • Caffe*
  • BVLC
  • Intel® Optimized Caffe*
  • Intel® Advanced Vector Extensions (Intel® AVX)
  • OpenCV*
  • Artificial Intelligence
  • Machine Learning
  • Optimization
  • Doctor Fortran in "It Takes All KINDs"

    Recently there was an extended thread in the comp.lang.fortran newsgroup about Fortran KIND values, started by someone learning Fortran who had a basic misunderstanding of how they worked. Most of the advice in the thread was good, but there were some folk who, while very knowledgeable and whose expertise I admire, offered a suggestion I thought flat-out wrong. Thus begat this post.

    在 Matlab* 上使用英特尔® 数据分析加速库

    英特尔® 数据分析加速库(英特尔® DAAL)是一种高性能库,它提供了丰富的算法集,从面向数据集的最基本的描述统计,到更高级的数据挖掘和机器学习算法。它可以帮助开发人员轻松地开发高度优化的大数据算法。该加速库支持众多常见的数据平台,例如 Hadoop*、Spark*, R和 Matlab*。

    Matlab* 是一种多模式数值计算和交互式软件,广泛用于解决各种设计和科学问题。

    本文旨在为 Matlab* 和英特尔 DAAL 开发人员展示如何使用来自 Matlab* 的英特尔 DAAL。


    在您的系统上安装英特尔® DAAL

    安装 C++ 编译器,例如 Microsoft Visual Studio* 2015 (MSVS 2015);

    在系统上安装 Matlab*;

  • Artificial Intelligence
  • C/C++
  • Advanced
  • Intermediate
  • Intel® Data Analytics Acceleration Library (Intel® DAAL)
  • Intel® Streaming SIMD Extensions
  • Development Tools
  • Machine Learning
  • Artificial Intelligence
  • 英特尔® 深度学习 SDK 教程:英特尔® 深度学习 SDK 训练工具入门指南

    训练工具是一款在 Linux* 服务器上运行的 web 应用,为构建和训练深度学习模型提供了一个易用且直观的界面。借助英特尔深度学习 SDK 训练工具,您可以轻松地准备训练数据,设计模型并通过自动化实验和高级可视化训练模型。其次,简化针对英特尔平台优化的常用深度学习框架的安装和使用。
  • Artificial Intelligence
  • Deep Learning Training Tool from Intel
  • Deep Learning
  • Machine Learning
  • Artificial Intelligence
  • Introduction to Developing and Optimizing Display Technology

    Digital displays and signs are all around you.  You may have seen them cropping up at shopping centers and doctors’ offices. From video walls, to AR fitting mirrors, to ordering menus, digital signs are pervasive and are becoming a part of everyday shopping experience.

  • Professional
  • Internet of Things
  • Advanced
  • Intermediate
  • Intel® Active Management Technology
  • OpenCV*
  • Retail
  • Retail Displays
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