Deep-Learning-in-Production

Readme
Python
跨平台
2021-11-17
首席测试

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Logo

Convert PyTorch Models in Production:

Convert PyTorch Models to C++:

Deploy TensorFlow Models in Production:

Convert Keras Models in Production:

Deploy MXNet Models in Production:

Deploy Machine Learning Models with Go:

General Deep Learning Deployment Toolkits:

Huawei Deep Learning Framework:

General Deep Learning Compiler Stack:

Model Conversion between Deep Learning Frameworks:

Some Caffe2 Tutorials:

Some Useful Resources for Designing UI (Front-End Development):

Mobile & Embedded Devices Development:

Back-End Development Part:

GPU Management Libraries:

Speed-up & Scalabale Python Codes:

Hardware Notes for Deep Learning:

Other:

加载中

暂无资讯

暂无问答

Deep Learning 1.1

这个是吴恩达深度学习 第一门课第二部分的 numpy的作业. 本来是ipython 的, 这里转成markdown.可能个别格式不是很好.

2018/05/02 17:24
38
0
Geometric Deep Learning

看了一遍Geometric Deep Learning 这篇综述。详细看了ChebNet 和Geodesic CNN的原文。 Spetral—fixed domain. charting – multiple domains. 如果要做shape correspondence 的话GeodesicC...

2018/03/12 16:07
29
0
Deep Mutual Learning

论文地址: https://arxiv.org/abs/1706.00384 论文简介 该论文探讨了一种与模型蒸馏(model distillation)相关却不同的模型---即相互学习(mutual learning)。 蒸馏从一个强大的大型预训练教师...

2019/03/03 22:26
17
0
Regularization for Deep learning

深度学习正则的应用 To be continue.

2016/04/24 12:20
56
1
Log Analytics With Deep Learning And Machine Learning

log-analytics-with-deep-learning-machine-learning.png Deep Learning Deep Learning is a type of Neural Network Algorithm that takes metadata as an input and process the data thro...

2017/08/05 22:56
4
0
Coursera, Deep Learning 1, Neural Networks and Deep Learning - week4, Deep Neural Networks

Deep Neural Network       Getting your matrix dimention right                            选hyper-pamameter 完全是凭经验       补充阅读: cost 函数的计算...

2018/05/23 14:09
13
0
Deep Learning 之 最优化方法

Deep Learning 之 最优化方法 2017年05月21日 22:18:40 阅读数:5910 写在前面本文主要是对Deep Learning一书最优化方法的总结,具体详细的算法,另起博文展开。 整个优化系列文章列表: De...

2018/07/03 16:18
34
0
How To Improve Deep Learning Performance

如何提高深度学习性能 20 Tips, Tricks and Techniques That You Can Use To Fight Overfitting and Get Better Generalization How can you get better performance from your deep learnin...

2018/10/12 21:28
21
0
Deep Learning for Information Retrieval

最近关注了一些Deep Learning在Information Retrieval领域的应用,得益于Deep Model在对文本的表达上展现的优势(比如RNN和CNN),我相信在IR的领域引入Deep Model也会取得很好的效果。 IR的...

2018/02/26 21:12
5
0
Preface to Deep Learning Notes

Preface to Deep Learning Notes 我的深度学习之旅 为什么学习深度学习 该怎么去学深度学习 我的深度学习之旅 为什么学习深度学习 1.这篇文章是一个完全小白为了学习而写的博客,希望各位大佬...

2020/08/04 11:09
2
0

没有更多内容

加载失败,请刷新页面

返回顶部
顶部