Faster and Memory-Efficient PyTorch models using AMP

栏目: IT技术 · 发布时间: 4年前

内容简介:Do you know that the Backpropagation algorithm was given in 1986 in the NatureAlso, the Convnets were first presented by Yann le cun in 1998 for digit classification where he used a single convolution layer. It was only later in 2012 that Alexnet populariz

Faster and Memory-Efficient PyTorch models using AMP

By just adding a few lines of Code

Mar 9 ·6min read

Do you know that the Backpropagation algorithm was given in 1986 in the Nature paper by Geoffrey Hinton?

Also, the Convnets were first presented by Yann le cun in 1998 for digit classification where he used a single convolution layer. It was only later in 2012 that Alexnet popularized Convnets by using multiple convolution layers to achieve state of the art on imagenet.

So what made them so famous just now and not before?

It is only with the vast computing resources at our disposal, were we able to experiment and utilize Deep Learning to its full potential in the recent past.

But are we using our computing resources well enough? Can we do better?

This post is about utilizing Tensor Cores and Automatic Mixed Precision for faster training of Deep Learning Networks.


以上就是本文的全部内容,希望本文的内容对大家的学习或者工作能带来一定的帮助,也希望大家多多支持 码农网

查看所有标签

猜你喜欢:

本站部分资源来源于网络,本站转载出于传递更多信息之目的,版权归原作者或者来源机构所有,如转载稿涉及版权问题,请联系我们

创业在路上

创业在路上

罗永浩 / 中信出版集团 / 2018-9 / 58.00 元

★ 罗永浩的人生经历就是一本典型的创业宝典,对于如今的年轻人,具有可借鉴的实用价值。 ★ 还原了真实的、区别于公众形象的罗永浩。 ★ 送给创业者满满的干货: 比如“并不是所有人都适合创业。”“管控公司zui重要的三件事:找钱、找人和定战略方向。”“不要试图去补短板,一定不要自己去补自己不擅长的”等 ★ 《创业在路上》集结了2017年超长对话栏目《长谈》、罗永浩的创业分享课的......一起来看看 《创业在路上》 这本书的介绍吧!

HTML 压缩/解压工具
HTML 压缩/解压工具

在线压缩/解压 HTML 代码

在线进制转换器
在线进制转换器

各进制数互转换器