kaiminghe / resnet-1k-layers Goto Github PK
View Code? Open in Web Editor NEWDeep Residual Networks with 1K Layers
Deep Residual Networks with 1K Layers
I hope to train your network on Caffe or MXNet. Do you have your network spec file with Caffe or MXNet format?
"For the first Residual Unit (that follows a stand-alone convolutional layer, conv1), we adopt the first activation right after conv1 and before splitting into two paths."
This is a part of your paper "Identity Mappings in Deep Residual Networks". What make me confusing is that the "resnet-1k-layers" doesn't obey that. Why? I will be great thankful if you can answer the question.
@KaimingHe Referencing your paper (http://arxiv.org/abs/1603.05027) ,I reimplement the pre-activation unit of ResNet-110, also the baseline ResNet-110 in (http://arxiv.org/abs/1512.03385) with caffe. The baseline 's performance is pretty good, but the pre-activation unit is not. This is the network structure of pre-act ResNet-110: (http://ethereon.github.io/netscope/#/gist/41d6e48f15d1c0b154b499602fb4a529) Are there any problem?
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.