Comments (2)
Also would make sense to add gradient clipping as a part of the solution to this issue.
from unda.
Scratch that, gradient clipping should be an extra feature in the core autodiff engine, i don't know why I was thinking these things are related.
from unda.
Related Issues (20)
- Constant import HOT 1
- Model save/load HOT 3
- Improve dimensionality checks HOT 1
- Printed AST parsing HOT 2
- Support all XLA element types HOT 2
- Operations for Dense Networks HOT 4
- Get rid of build warnings HOT 1
- Optimize Context::compile and get rid of boilerplate
- Rethink error handling? HOT 2
- bf16 problem
- Softmax Activation
- Softmax + MatMul diff issues
- Autodiff support for higher dimensional Jacobians
- Automatic layer construction + initialization HOT 1
- Dynamic batch sizes
- Separate model/optimizer step, implement basic optimizers and batch normalization HOT 2
- Parameter structure abstraction HOT 1
- Data prefetching? HOT 1
- Use StreamWriter or BufWriter in HLO serialization
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 unda.