burn
rust-ecosystem
| burn | rust-ecosystem | |
|---|---|---|
| 9 | 8 | |
| 7,384 | 863 | |
| 4.2% | 0.6% | |
| 9.8 | 7.0 | |
| 5 days ago | about 1 month ago | |
| Rust | Rust | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
burn
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3 years of fulltime Rust game development, and why we're leaving Rust behind
You can use libtorch directly via `tch-rs`, and at present I'm porting over to Burn (see https://burn.dev) which appears incredibly promising. My impression is it's in a good place, if of course not close to the ecosystem of Python/C++. At very least I've gotten my nn models training and running without too much difficulty. (I'm moving to Burn for the thread safety - their `Tensor` impl is `Sync` - libtorch doesn't have such a guarantee.)
Burn has Candle as one of its backends, which I understand is also quite popular.
- Burn: Deep Learning Framework built using Rust
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Transitioning From PyTorch to Burn
[package] name = "resnet_burn" version = "0.1.0" edition = "2021" [dependencies] burn = { git = "https://github.com/tracel-ai/burn.git", rev = "75cb5b6d5633c1c6092cf5046419da75e7f74b11", features = ["ndarray"] } burn-import = { git = "https://github.com/tracel-ai/burn.git", rev = "75cb5b6d5633c1c6092cf5046419da75e7f74b11" } image = { version = "0.24.7", features = ["png", "jpeg"] }
- Burn Deep Learning Framework Release 0.12.0 Improved API and PyTorch Integration
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Supercharge Web AI Model Testing: WebGPU, WebGL, and Headless Chrome
Great!
For Burn project, we have WebGPU example and I was looking into how we could add automated tests in the browser. Now it seems possible.
Here is the image classification example if you'd like to check out:
https://github.com/tracel-ai/burn/tree/main/examples/image-c...
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Burn Deep Learning Framework 0.11.0 Released: Just-in-Time Automatic Kernel Fusion & Founding Announcement
Full Release Note: https://github.com/tracel-ai/burn/releases/tag/v0.11.0
- Burn Deep Learning Framework v0.11.0 Released: Just-in-Time Kernel Fusion
- Burn – comprehensive dynamic Deep Learning Framework built using Rust
- Burn: Deep Learning Framework in Rust
rust-ecosystem
- 3 years of fulltime Rust game development, and why we're leaving Rust behind
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Rust – Are We Game Yet?
These are issues that I'm aware of that are "tracking" the status of Rust on console:
* <https://github.com/rust-gamedev/wg/issues/90>
* <https://github.com/EmbarkStudios/rust-ecosystem/issues/18>
I say scare quote tracking because due to the nature of console NDAs it's unlikely you'll see much if any useful details in an open public forum.
The issues aren't dissimilar to those facing Godot (although it has the benefit it's able to use existing C++ compilers) and the project has previously outlined some of the issues involved:
* <https://docs.godotengine.org/en/4.0/tutorials/platform/conso...>
* <https://godotengine.org/article/godot-consoles-all-you-need-...>
The current "solution" seems to be console-related development activity occurring via the recently established W4 Games (https://w4games.com/2023/02/28/godot-support-for-consoles-is...) but that's obviously never going to be openly developed without console platform approval (same as any other game engine).
- Useful Clippy lint rules outside of defaults?
- More use of Rust is inevitable in open source software
- How I got involved in the Rust community
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What's the advantages of Rust over C/C++ today ? Is it possible to create the best 3d engine in Rust or a AAA game like Elden Ring, FF7 remake, GTA etc with it ? If it's possible why it asn't been done yet ?
Some companies are betting on Rust, like Embark Studio (though I'm not sure their next big game, ARC Raiders, is actually fully based on Rust... but it will come !)
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Why haven't the community created an open-source version of this game?
Next generation uses Rust https://github.com/EmbarkStudios/rust-ecosystem
- Embark Rust Ecosystem
What are some alternatives?
dfdx - Deep learning in Rust, with shape checked tensors and neural networks
downlords-faf-client - Official client for Forged Alliance Forever
candle - Minimalist ML framework for Rust
gdextension - Rust bindings for Godot 4 [Moved to: https://github.com/godot-rust/gdext]
wonnx - A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web
rx - 👾 Modern and minimalist pixel editor
tch-rs - Rust bindings for the C++ api of PyTorch.
bevy - A refreshingly simple data-driven game engine built in Rust
rust-mlops-template - A work in progress to build out solutions in Rust for MLOPs
sqlite3-ocaml - OCaml bindings to the SQLite3 database
llama2.rs - A fast llama2 decoder in pure Rust.
oxidator - RTS game/engine in Rust and WebGPU