steelix VS tractjs

Compare steelix vs tractjs and see what are their differences.

steelix

Your one stop CLI for ONNX model analysis. (by FL33TW00D)
flops-counter Machine Learning Onnx Visualization
Source Code
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tractjs

Run ONNX and TensorFlow inference in the browser. (by bminixhofer)
Onnx tensorflow-inference Machine Learning Rust neural-networks WASM Browser
Source Code
bminixhofer.github.io
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steelix tractjs
2 1
43 76
- -
10.0 0.0
over 1 year ago over 1 year ago
Rust Rust
MIT License GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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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.

steelix

Posts with mentions or reviews of steelix. We have used some of these posts to build our list of alternatives and similar projects.

tractjs

Posts with mentions or reviews of tractjs. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-26.
  • Run WASM, a client side Python runtime
    3 projects | news.ycombinator.com | 26 Sep 2021
    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

What are some alternatives?

When comparing steelix and tractjs you can also consider the following projects:

onnxruntime-rs - Rust wrapper for Microsoft's ONNX Runtime (version 1.8)

neuronika - Tensors and dynamic neural networks in pure Rust.

blindai - Confidential AI deployment with secure enclaves :lock:

run-wasm - Run WASM based code executions in the browser easily

altius - Small ONNX inference runtime written in Rust

kosmonaut - A web browser engine for the space age :rocket:

tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference [Moved to: https://github.com/sonos/tract]

onnxjs - ONNX.js: run ONNX models using JavaScript

ortex - ONNX Runtime bindings for Elixir

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

steelix vs onnxruntime-rs tractjs vs neuronika steelix vs blindai tractjs vs run-wasm steelix vs altius tractjs vs kosmonaut steelix vs tract tractjs vs onnxjs steelix vs ortex tractjs vs onnxruntime-rs steelix vs wonnx tractjs vs tract