deep learning

Deep learning training speed with 1080 Ti and M1200

I compared the speed of Nvidia’s 1080 Ti on a desktop (Intel i5-3470 CPU, 3.2G Hz, 32G memory) and NVIDIA Quadro M1200 w/4GB GDDR5,...
Xu Cui
1 min read

Learning deep learning (project 5, generate new celebrity faces)

In this class project, I used generative adversarial network (GAN) to generate new images of faces, similar to celebrity faces in the database. The...
Xu Cui
37 sec read

Learning deep learning (project 4, language translation)

In this project, I built a neural network for machine translation (English -> French).  I built and trained a sequence to sequence model on...
Xu Cui
27 sec read

Deep learning speed test, my laptop vs AWS g2.2xlarge…

It requires a lot of resources, especially GPU and GPU memory, to train a deep-learning model efficiently. Here I test the time it took...
Xu Cui
2 min read

PubMed 有中文版啦!

PubMed是生物和医学领域必不可少的搜索引擎,每天百万名医生、教授、学生及其他科研人员等都会通过PubMed搜索自己感兴趣的科学文献、病例、综述、最新进展等。 可惜,PubMed是全英文的!!! 为了让中国的医生、科研人员、学生等能更迅速地从PubMed搜寻信息,我们Stork开发了这款 PubMed中文版。 您可以用中英文关键词搜索。中文关键词(比如“皮肤癌”)会自动被翻译成英文。搜索的结果用中英文显示,期刊根据影响因子高亮显示: 您点开一篇文献后,PubMed中文版会把摘要也翻译出来,方便您快速掌握文章内容,以节省您的宝贵时间: 您可能会问,这是机器还是人工翻译的?答案是具有深度学习能力的人工智能! 怎么访问这个网站呢?PubMed中文版的网址是 https://www.storkapp.me/pubmed/。这是Stork的高级功能,需要注册Stork账户并购买这个功能。
Xu Cui
3 sec read

Learning deep learning (project 3, generate TV script)

In this class project, I generated my own Simpsons TV scripts using RNNs trained by the Simpsons dataset of scripts from 27 seasons. The...
Xu Cui
47 sec read

GPU is 40-80x faster than CPU in tensorflow for…

The speed difference of CPU and GPU can be significant in deep learning. But how much? Let’s do a test. The computer: The computer...
Xu Cui
1 min read

Learning deep learning (project 2, image classification)

In this class project, I built a network to classify images in the CIFAR-10 dataset. This dataset is freely available. The dataset contains 60K...
Xu Cui
1 min read

Learning deep learning on Udacity

I am taking Udacity’s deep learning class at https://www.udacity.com/course/deep-learning-nanodegree-foundation–nd101 I have done the first project, creating a neural network with 1 hidden layer (so not...
Xu Cui
26 sec read

Deep learning

In the past months, I am shocked by the progress of artificial intelligence (mostly implemented by deep learning). In March 2016, AlphaGo won Lee...
Xu Cui
1 min read