Comments (2)
tscholak
commented on July 26, 2024
Hi @sanjayss34, we are using Pytorch’s automatic mixed precision mode, which was introduced in 1.6 and originates from NVidia’s own APEX project. I recommend you read up on it here: https://pytorch.org/docs/stable/amp.html
from duorat.
tscholak
commented on July 26, 2024
with regards to where and how the automatic mixed precision is implemented in duorat, please have a look at the training loop, specifically, around here: https://github.com/ElementAI/duorat/blob/master/scripts/train.py#L275
from duorat.
Related Issues (14)
- Pre-trained model HOT 2
- input token tensor has been truncated HOT 8
- Is this the model that reached 65.4 EM on the test set? （#7，DuoRAT + BERT (DB content used)） HOT 1
- asdl license HOT 2
- How to obtain ActionInfo in duorat/asdl/action_info.py ?
- docker: Error response from daemon: Unknown runtime specified nvidia.
- License for commercial use HOT 2
- Nonstandard Beam Search (?) HOT 2
- Running git submodule update --init HOT 2
- How to get around 69 exact_match performance? HOT 9
- Is it possible to run BERT Large with Multiple-GPUs? HOT 1
- Requirements HOT 1
- Problems loading jsonnet files 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 duorat.