Comments (4)
When we save a checkpoint, we save the EMA model weights. Then when you restore you get the restored EMA weights and can use those directly.
from mixmatch.
Thanks for your response. Just to confirm what you mean, so you are saying the EMA model weights are already saved in the code, and when we use saver.restore(sess, save_path) we already get the EMA weights? Or are you saying people who uses the code should do it themselves?
from mixmatch.
Both are saved if I remember correctly. If you run
Lines 188 to 198 in 1011a1d
then you should be able to see both the raw (no EMA) and EMA model predictions.
from mixmatch.
In the code snippet what is the self.tune(16384) doing? why 16384?
Thanks again, I'm really interested in your work!
from mixmatch.
Related Issues (20)
- When will Remixmatch (ICLR'20) be available? HOT 3
- A question about "post_ops" in mixmatch.py HOT 2
- Implemented on other models HOT 1
- What are the most important things to reproduce the result on my own dataset? HOT 2
- Use MixMatch on tabular data. HOT 6
- A question about lambda_u HOT 2
- Is there any reason why you chose to use Beta Distribution? HOT 1
- Reason for ramping up weight of unlabelled loss function(lambda_u). HOT 3
- Comparison of fully supervised models with MixMatch. HOT 2
- How to chose total number of training steps HOT 5
- how to save the train and test accuracies to disk HOT 2
- question about mixmatch/scripts/create_split.py line113-130
- Working with higher resolution images HOT 1
- Hello, can I use it for multi label classification? If so, what should I pay attention to in the process of tag prediction? For multi label classification, sigmoid is generally used as the loss function. In this case, can you change your loss function to sigmoid? HOT 3
- what is the proper behavior of consistency loss HOT 1
- why not using dropout in the wide resnet as done in the wide resnet paper? HOT 4
- In your implementation of Mean teacher, isn't the student model and the teacher model the same? HOT 1
- ModuleNotFoundError: No module named 'libml' HOT 1
- Project dependencies may have API risk issues HOT 1
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 mixmatch.