https://imaginghub.com/blog/10-a-comparison-of-four-deep-learning-frameworks-tensorflow-cntk-mxnet-and-caffe This article will focus on some basic information about all of these, and some key points of differentiation to keep in mind which will allow…

http://blog.revolutionanalytics.com/2016/08/deep-learning-part-1.html Deep Learning Part 1: Comparison of Symbolic Deep Learning Frameworks by Anusua Trivedi, Microsoft Data Scientist Background and Approach This blog series is based on my upcoming t…

 Summary on deep learning framework --- TensorFlow Updated on 2018-07-22 21:28:11 1. Check failed: s.ok() could not find cudnnCreate in cudnn DSO;  tensorflow/stream_executor/cuda/cuda_dnn.cc:221] Check failed: s.ok() could not find cudnnCreate in cu…

OS:Mac Python:3.6 一.先安装Keras,再安装TensorFlow 1. 安装Keras Package Version---------- -------h5py 2.7.1 Keras 2.1.6 numpy 1.14.3 PyYAML 3.12 scipy 1.1.0 six 1.11.0 2. 安装TensorFlow Package Version ----------- -----------absl-py 0.2.1 astor 0.6.2 bleach 1.5.…

将深度学习模型的训练从单GPU扩展到多GPU主要面临以下问题:(1)训练框架必须支持GPU间的通信,(2)用户必须更改大量代码以使用多GPU进行训练.为了克服这些问题,本文提出了Horovod,它通过Ring Allreduce实现高效的GPU间通信,而且仅仅更改少量代码就可以实现多GPU训练. TensorFlow中提供了一些分布式训练的API,这些API适用于不同的环境.这就导致用户往往不知道如何更改代码以进行分布式训练,而且debug也很困难.再者,TensorFlow的分布式训练性能与理…

Frequently Asked Questions Congratulations to be part of the first class of the Deep Learning Specialization! This form is here to help you find the answers to the commonly asked questions. We will update it as we receive new questions that we think…

常用的deep learning frameworks 基本转自:http://www.codeceo.com/article/10-open-source-framework.html 1. Caffe 基于C++开发 2. Theano 大部分代码是使用CYthon开发的,主页有很详细的教程,在github上有Theano的软件包,另外还有一份pdf的tutorial 基于theano派生了许多的深度学习python软件包:Keras(documents).Lasagne(documents…

声明:所有内容来自coursera,作为个人学习笔记记录在这里. Regularization Welcome to the second assignment of this week. Deep Learning models have so much flexibility and capacity that overfitting can be a serious problem, if the training dataset is not big enough. Sure it do…

What's the most effective way to get started with deep learning?       29 Answers     Yoshua Bengio, My lab has been one of the three that started the deep learning approach, back in 2006, along with Hinton's... Answered Jan 20, 2016   Originally Ans…

Learning Deep Learning with Keras Piotr Migdał - blog Projects Articles Publications Resume About Photos Learning Deep Learning with Keras 30 Apr 2017 • Piotr Migdał • [machine-learning] [deep-learning] [overview] I teach deep learning both for a liv…