Comments (6)
I read the paper carefully.
It says that the rank experiment is performed "we don’t employ any other tricks
like dropout [21], cutout [6] or mixup [28]". When compared with ProxylessNAS, they said they used the training tricks like google's MNASNET(google used dropout.).
Thus, it should be two different experiments.
from fairnas.
Ok that, so the final result FairNAS-A got 75.34 top-1 on ImageNet using dropout? And is there any additional tricks?
from fairnas.
I think so. However, I need to reproduce it to answer your question.
from fairnas.
@PistonY As @cxxgtxy says, in order to rank models, the sampled models are not trained with dropout. For the published model, it is thus trained to be on par with MnasNet, ProxylessNet.
from fairnas.
@PistonY Please refer Section 6.3 as we use similar hyperparameters and tricks like in literature MnasNet [24]. So the FairNAS-A is indeed trained with dropout.
from fairnas.
@cxxgtxy @fairnas Ok, thanks! I also want to reproduce the results of the paper myself, so I need to make sure my understanding is right.
from fairnas.
Related Issues (8)
- Will you release model-searching codes in future? HOT 3
- How about the inference time on different platforms? HOT 2
- Can you release training network code? HOT 3
- 参数为什么要一起更新? HOT 2
- where can I find the training network code?
- Kendall Tau in FAIRNAS HOT 1
- How do you deal with the tail and head in FairNAS
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from fairnas.