rooa / eve Goto Github PK
View Code? Open in Web Editor NEWSource code for Eve: A Gradient Based Optimization Method with Locally and Globally Adaptive Learning Rates
Home Page: https://arxiv.org/abs/1611.01505
License: MIT License
Source code for Eve: A Gradient Based Optimization Method with Locally and Globally Adaptive Learning Rates
Home Page: https://arxiv.org/abs/1611.01505
License: MIT License
Hey, I think there is an issue here in the code where the switch statement. It checks if t is greater the 1 however t is 1. because there is t = self.iterations + 1
above. For me this was returning d_t on the first step and causing the loss to diverge instantly. I set the value to 2 and everything works now. I am using this optimizer with tensorflow and not Keras so maybe that is messing something up too...
https://github.com/rooa/eve/blob/master/eve/optim/eve.py#L67
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ 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. ๐๐๐
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 โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.