dnrops
/
burn
mirror of https://github.com/tracel-ai/burn.git
1
0
Fork 0
Code Issues Packages Projects Releases Wiki Activity

doc: update README

This commit is contained in:
nathaniel 2022-07-27 16:15:48 -04:00
parent 305438a476
commit bfbdfbeb77
1 changed files with 22 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

24
README.md
View File

@ -1,2 +1,22 @@
# burn
BURN: Burn Unstoppable Rusty Neurons
# BURN
> BURN: Burn Unstoppable Rusty Neurons
This library aims to be a complete deep learning framework with extreme flexibility written in Rust.
The goal would be to satisfy researchers as well as practitioners making it easier to experiment, train and deploy your solution.
## Why Rust?
A big benefit of using Rust instead of Python is to allow performant multi-threaded deep learning networks which might open new doors for more efficient models.
Scale seems to be very important, but the only tool we currently have to achieve it is big matrix multiplication on GPUs.
This often implies big batch sizes, which is impossible for online learning.
Also, asynchronus sparsely activated networks without copying weights is kind of impossible to achieve with Python (or really hard without proper threading).
## Burn-Tensor
BURN has its own tensor library supporting multiple backends, it can also be used for other scientific computing applications.
Click [here](./burn-tensor/) for more details.
## Module Definition
Currently working on it ... 💻