Getting Started with Intel® Software Optimization for Theano* and Intel® Distribution for Python*

Theano* is a Python* library developed at the LISA lab to define, optimize, and evaluate mathematical expressions, including the ones with multi-dimensional arrays. Theano can be installed and used with several combinations of development tools and libraries on a variety of platforms. This tutorial provides one such recipe describing steps to build and install Intel-optimized Theano with Intel® compilers and Intel® MKL 2017 on CentOS* and Ubuntu* based systems.
  • Linux*
  • Inteligencia artificial
  • Python*
  • Intermedio
  • Intel® Parallel Studio XE
  • Intel® Distribution for Python*
  • Biblioteca central de matemáticas Intel®
  • Intel® Advanced Vector Extensions
  • Theano*
  • CentOS*
  • Ubuntu*
  • Académico
  • Big data (datos a gran escala)
  • Aprendizaje mecánico
  • Optimización
  • Vectorización
  • How to Mount a Shared Directory on Intel® Xeon Phi™ Coprocessor

    In order to run a native program on the Intel® Xeon Phi™ coprocessor, the program and any dependencies must be copied to the target platform. However, this approach takes away memory from the native application. To reserve memory resource (16-GB GDDR5 memory on board the Intel Xeon Phi coprocessor), it is practical to mount a Network File System (NFS) shared directory on the Intel Xeon Phi coprocessor from the host server so that most of its memory can be used for applications.

  • Linux*
  • Servidor
  • Arquitectura Intel® para muchos núcleos integrados
  • Jumbo Frames in Open vSwitch* with DPDK

    Learn about the concept of jumbo frames in Open vSwitch* with the Data Plane Development Kit (OvS-DPDK), as well as how to configure and test jumbo frame support for DPDK-enabled ports on an OvS bridge.
  • Redes
  • Virtualización de funciones de red (NFV, por sus siglas en inglés)
  • Red definida por software (SDN, por sus siglas en inglés)
  • Intel® Software Guard Extensions Tutorial Series: Part 4, Enclave Design

    In Part 4 of the Intel® Software Guard Extensions (Intel® SGX) tutorial series we'll create the project infrastructure necessary to integrate the enclave into our application. Downloadable source code is included.
  • Microsoft Windows* 10
  • Microsoft Windows* 8.x
  • Cliente empresarial
  • Windows*
  • Software Guard Extensions
  • Seguridad
  • How to use Disk I/O analysis in Intel® VTune™ Amplifier for systems


    The Intel® VTune™ Amplifier XE 2017 has a new feature called disk input and output analysis that can be used to analyze disk-related performance issues based on device utilization, latency of requests and bandwidth to the device.  This provides a consistent view of the storage subsystem combined with the hardware events like device queue utilization, I/O transfer rate and an easy to use method to match user-level source code with I/O packets executed by hardware.

  • Linux*
  • Intel® System Studio
  • Amplificador Intel® VTune™
  • Disk I/O
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