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BigDL: Distributed Deep Learning on Apache Spark

BigDL is a distributed deep learning library for Apache Spark*; with BigDL, users can write their deep learning applications as standard Spark programs, which can directly run on top of existing Sp

Автор: Gerald M. (Intel) Последнее обновление: 11.03.2019 - 13:17
Видео

BigDL:一种面向 Apache Spark 的分布式深度学习库

BigDL is a distributed deep learning library for Apache Spark*; with BigDL, users can write their deep learning applications as standard Spark programs, which can directly run on top of existing Sp

Автор: IDZSupport K. Последнее обновление: 11.03.2019 - 13:17
Article

Bare-metal performance for Big Data workloads on Docker* Containers

BlueData® and Intel® have collaborated in an unprecedented benchmark of the performance of Big Data workloads.

Автор: Mike P. (Intel) Последнее обновление: 01.06.2017 - 11:30
Article

在英特尔® 数学核心函数库中引入 DNN 基元

    深度神经网络 (DNN) 处于机器学习领域的前沿。这些算法在 20 世纪 90 年代后期得到了行业的广泛采用,最初应用于诸如银行支票手写识别等任务。深度神经网络在这一任务领域已得到广泛运用,达到甚至超过了人类能力。如今,DNN 已用于图像识别、视频和自然语言处理以及解决复杂的视觉理解问题,如自主驾驶等。DNN 在计算资源及其必须处理的数据量方面要求非常苛刻。

Автор: Vadim Pirogov (Intel) Последнее обновление: 21.03.2019 - 12:08
Блоги

Top Ten Intel® Software Developer Stories | April

April showers bring you Python* code samples, a recap of GDC, machine learning in retail and an update to Intel® Threading Building Blocks. Read on!
Автор: Carman, Vicky (Intel) Последнее обновление: 21.06.2019 - 15:53
Article

BigDL – Apache Spark* 集群上的横向扩展深度学习

要点综述
Автор: Sunny G. (Intel) Последнее обновление: 11.03.2019 - 13:17
Article

Docker* 容器中大数据工作负载的裸机性能

BlueData® 和英特尔® 密切协作,史无前例地推出了一套面向大数据工作负载的性能指标。分别在裸机环境中和基于容器的环境(使用 BlueData EPIC™ 软件平台)中对这些工作负载进行性能指标评测。两种测试环境的工作负载在基于英特尔® 至强® 的架构上运行同等配置。

Автор: Mike P. (Intel) Последнее обновление: 09.08.2017 - 22:30
Article

BigDL: Bring Deep Learning to the Fingertips of Big Data Users and Data Scientists

Big data and analytics play a central role in today’s smart and connected world, and are continuously driving the convergence of big data, analytics, and machine learning/deep learning. We open sourced BigDL, a distributed deep learning library for Apache Spark*, for the very purpose of uniting the deep learning community and the big data community
Автор: Jason Dai (Intel) Последнее обновление: 11.03.2019 - 13:17
Article

Building Large-Scale Image Feature Extraction with BigDL at JD.com

This article shares the experience and lessons learned from Intel and JD teams in building a large-scale image feature extraction framework using deep learning on Apache Spark* and BigDL.
Автор: Jason Dai (Intel) Последнее обновление: 30.05.2019 - 15:56
Article

解析京东大数据下高效图像特征提取方案

本文主要分享英特尔和京东在基于Spark*和BigDL*的深度学习技术在搭建大规模图片特征提取框架上的实战经验。

Автор: Jason Dai (Intel) Последнее обновление: 30.05.2019 - 15:55