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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

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
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

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
Блоги

AI DevCamp:Chicago

I write this as an observer of something I had yet to witness.

Автор: Karl Fezer (Intel) Последнее обновление: 14.08.2018 - 16:20