- 合适的参数初始化十分重要,影响模型性能的上限。
- 在合适的参数初始化下,网络结构也并非越复杂越好,而是要求“合理”(即卷积层和全连接层的数量的合理搭配)
- 网络结构复杂会使学习过程变慢。
- 相同参数初始化和相同网络结构下,较大的学习率会加速学习过程。
- 不同的参数初始化,合适的学习率是不同的。
学习率、网络结构、参数初始化三者之间需要合理搭配,才能使学习过程顺畅地进行,并最终提升性能。
学习率、网络结构、参数初始化三者之间需要合理搭配,才能使学习过程顺畅地进行,并最终提升性能。
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.