FAI VS WebDNN

Compare FAI vs WebDNN and see what are their differences.

FAI

Haskell Foreign Accelerate Interface (by Qinka)
Accelerate
Source Code
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WebDNN

The Fastest DNN Running Framework on Web Browser (by mil-tokyo)
Machine Learning deep-neural-networks Accelerate Optimization JavaScript Webgpu
Source Code
mil-tokyo.github.io
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FAI WebDNN
- 3
0 1,970
- 0.2%
0.0 0.0
over 5 years ago about 1 year ago
TypeScript
GNU Lesser General Public License v3.0 only MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

FAI

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

We haven't tracked posts mentioning FAI yet.
Tracking mentions began in Dec 2020.

WebDNN

Posts with mentions or reviews of WebDNN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-03.
  • I want to talk about WebGPU
    15 projects | news.ycombinator.com | 3 May 2023
    I haven't tried it myself, but it looks like several are already looking at implementing machine learning with WebGPU, and that this is one of the goals of WebGPU. Some info I found:

    * "WebGPU powered machine learning in the browser with Apache TVM" - https://octoml.ai/blog/webgpu-powered-machine-learning-in-th...

    * "Fastest DNN Execution Framework on Web Browser" https://mil-tokyo.github.io/webdnn/

    * "Google builds WebGPU into Chrome to speed up rendering and AI tasks" https://siliconangle.com/2023/04/07/google-builds-webgpu-chr...

  • Get started with GPU Compute on the web
    2 projects | news.ycombinator.com | 19 Jul 2022
    I think WebDNN[0] is working on enabling this sort of thing using WebGPU compute as a backend, but no experience with ML myself sorry. I do think WebGPU's compute API would be sufficient for ML inference, but can't say for sure.

    [0] https://mil-tokyo.github.io/webdnn/

  • webdnn: the fastest DNN running framework on Web Browser
    1 project | news.ycombinator.com | 30 Apr 2022

What are some alternatives?

When comparing FAI and WebDNN you can also consider the following projects:

accelerate-kullback-liebler

Keras.js - Run Keras models in the browser, with GPU support using WebGL

hashable-accelerate - A class for types that can be converted to a hash value

Synaptic.js - architecture-free neural network library for node.js and the browser

containers-accelerate

deeplearn.js

Brain.js - Simple feed-forward neural network in JavaScript

Synapses - A group of neural-network libraries for functional and mainstream languages

Dannjs - Easy to use Deep Neural Network Library for JavaScript.

neurojs - A JavaScript deep learning and reinforcement learning library.

Mind.js - A neural network library built in JavaScript

natural - general natural language facilities for node

FAI vs accelerate-kullback-liebler WebDNN vs Keras.js FAI vs hashable-accelerate WebDNN vs Synaptic.js FAI vs containers-accelerate WebDNN vs deeplearn.js WebDNN vs Brain.js WebDNN vs Synapses WebDNN vs Dannjs WebDNN vs neurojs WebDNN vs Mind.js WebDNN vs natural