Technical Article

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.
  • Artificial Intelligence
  • C/C++
  • Python*
  • Beginner
  • Intermediate
  • Caffe
  • Deep Learning
  • Knights Landing
  • Big Data
  • Optimization
  • Parallel Computing
  • Data Plane Development Kit Link Aggregation Configuration and Use in Open vSwitch*

    Configure the DPDK link aggregation feature. Link aggregation combines multiple network connections in parallel to increase throughput beyond what a single connection could sustain.
  • Linux*
  • Networking
  • Network Functions Virtualization (NFV)
  • Software Defined Networking (SDN)
  • 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
  • Intel® RealSense™ Technology
  • C#
  • Beginner
  • Intel® RealSense™ SDK
  • Intel® RealSense™ Technology
  • 英特尔® Software Guard Extensions 教程系列:第二部分,应用设计

    The second part in the Intel® Software Guard Extensions (Intel® SGX) tutorial series is a high-level specification for the application we’ll be developing: a simple password manager that provides the same core functions as a commercial product while following good security practices, which we'll then use as a learning vehicle for designing for Intel SGX.
  • Business Client
  • Windows*
  • Intel® Software Guard Extensions (Intel® SGX)
  • 英特尔® Software Guard Extensions 教程系列:第一部分,英特尔® SGX 基础

    This first article in the Intel® Software Guard Extensions (Intel® SGX) tutorial series is a brief overview of the technology. Learn how Intel SGX can protect your application's private information, including passwords, account numbers, financial information, encryption keys, and health records.
  • Business Client
  • Windows*
  • Intel® Software Guard Extensions (Intel® SGX)
  • 推出英特尔® Software Guard Extensions 教程系列

    Announcing a new multi-part tutorial series to help software developers integrate Intel® Software Guard Extensions (Intel® SGX) into their applications. The series will guide you through building an Intel SGX application, beginning at application design and running through development, testing, packaging, and deployment. This in-depth look at enabling Intel SGX in a single application provides developers with a hands-on and holistic view of the technology as it is woven into a real-world application.
  • Microsoft Windows* (XP, Vista, 7)
  • Microsoft Windows* 10
  • Microsoft Windows* 8.x
  • Business Client
  • Windows*
  • Intel® Software Guard Extensions (Intel® SGX)
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