svd2rust
tch-rs
svd2rust | tch-rs | |
---|---|---|
2 | 37 | |
654 | 3,843 | |
0.9% | - | |
9.1 | 7.5 | |
12 days ago | 9 days 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.
svd2rust
-
Rust on Espressif chips – 18-10-2021
https://github.com/rust-embedded/svd2rust
Additionally, I use vanilla VS Code and rust analyser so no need to use manufacturer supplied lock-in IDEs. There are many compiler targets to choose from for cross compilation and tools like probe-run to flash chips.
One major issue is lack of manufacturer provided code examples written in Rust. For that I rely on the Rust community. A typical example being nrf-hal for Nordic Bluetooth chips.
-
Rust programming language: We want to take it into the mainstream, says Facebook
In the case of rust you can use svd2rust to automatically generate types that represent registers on the hardware you are working with if you have a svd file. This can generate a lot of code depending on the hardware you have.
tch-rs
- Tch-Rs
-
Llama2.rs: One-file Rust implementation of Llama2
I wanted to do something like this but then I would miss on proper CUDA acceleration and lose performance compared to using torchlib.
I wrote a forgettable llama implementation for https://github.com/LaurentMazare/tch-rs (pytorch's torchlib rust binding).
-
Playing Atari Games in OCaml
I first encountered OCaml's PyTorch bindings because apparently they generate a C wrapper around PyTorch's C++ API, and Rust's PyTorch bindings use OCaml's C wrapper. See: https://github.com/LaurentMazare/tch-rs
-
llm: a Rust crate/CLI for CPU inference of LLMs, including LLaMA, GPT-NeoX, GPT-J and more
You could try looking at the min-GPT example of tch-rs. I'd also strongly suggest watching Karpathy's video to understand what's going on.
-
Simply explained: How does GPT work?
If you pefer to see it in code there's a succint gpt implementation here https://github.com/LaurentMazare/tch-rs/blob/main/examples/m...
-
Will I ever need python again if I learn rust other than for AI stuff?
Rust is fully compatible w/ C bindings, so even Python libraries written in C can be easily set up to work in Rust (and have been). For example, see PyTorch Rust bindings, which actually works faster than in Python because all of the glue code around the C++ API is in Rust instead of Python.
-
A Rust client library for interacting with Microsoft Airsim https://github.com/Sollimann/airsim-client
Pytorch
- [D] HuggingFace in Julia or Rust ?
- This year I tried solving AoC using Rust, here are my impressions coming from Python!
-
[Help Needed] Deployment of torchscript using rust
I have looked into this a bit and found some crates which help in loading torchscript models called tch-rs
What are some alternatives?
EdenSCM - A Scalable, User-Friendly Source Control System. [Moved to: https://github.com/facebook/sapling]
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
espflash - Serial flasher utility for Espressif SoCs and modules based on esptool.py
candle - Minimalist ML framework for Rust
sccache - Sccache is a ccache-like tool. It is used as a compiler wrapper and avoids compilation when possible. Sccache has the capability to utilize caching in remote storage environments, including various cloud storage options, or alternatively, in local storage.
cbindgen - A project for generating C bindings from Rust code
rust-esp32-std-demo - Rust on ESP32 STD demo app. A demo STD binary crate for the ESP32[XX] and ESP-IDF, which connects to WiFi, Ethernet, drives a small HTTP server and draws on a LED screen.
wtpsplit - Code for Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation
rtic - Real-Time Interrupt-driven Concurrency (RTIC) framework for ARM Cortex-M microcontrollers
veloren - An open world, open source voxel RPG inspired by Dwarf Fortress and Cube World. This repository is a mirror. Please submit all PRs and issues on our GitLab page.
rustc_codegen_cranelift - Cranelift based backend for rustc
rustlearn - Machine learning crate for Rust