tractjs
steelix

tractjs | steelix | |
---|---|---|
1 | 2 | |
75 | 47 | |
- | - | |
0.0 | 10.0 | |
about 2 years ago | about 2 years ago | |
Rust | Rust | |
GNU General Public License v3.0 or later | MIT License |
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.
tractjs
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Run WASM, a client side Python runtime
Tensorflow (and by extension Keras) offload most of the actual work to C++ or C, so having those compile to WebAssembly would (I imagine) be a herculean effort.
Instead, The TF team maintains TFJS, which can run on WebAssembly[0].
There are also tractjs[1], and onnyxjs[2], both of which allow you to run (most) ONNX models (which is an open standard for specifying ML models) using WebAssembly and WebGL(only onnyxjs supports WebGL). A bunch of frameworks (caffe, pytorch, TF) support exporting to/importing from ONNX.
[0] https://blog.tensorflow.org/2020/03/introducing-webassembly-...
[1] https://github.com/bminixhofer/tractjs
[2] https://github.com/microsoft/onnxjs
steelix
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Steelix - CLI for ONNX model analysis
repo: https://github.com/FL33TW00D/steelix
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[P] ONNX model analysis tool in Rust
Check it out here: https://github.com/FL33TW00D/steelix Disclaimer: It's very much early days and may not work 100% for your model!
What are some alternatives?
onnxruntime-rs - Rust wrapper for Microsoft's ONNX Runtime (version 1.8)
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference [Moved to: https://github.com/sonos/tract]
neuronika - Tensors and dynamic neural networks in pure Rust.
wonnx - A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference
ortex - ONNX Runtime bindings for Elixir
run-wasm - Run WASM based code executions in the browser easily
blindai - Confidential AI deployment with secure enclaves :lock:
kosmonaut - A web browser engine for the space age :rocket:
onnxjs - ONNX.js: run ONNX models using JavaScript
altius - Small ONNX inference runtime written in Rust
