accelerate-kullback-liebler
WebDNN
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| accelerate-kullback-liebler | WebDNN | |
|---|---|---|
| - | 3 | |
| - | 1,970 | |
| - | 0.2% | |
| - | 0.0 | |
| - | about 1 year ago | |
| TypeScript | ||
| BSD 3-clause "New" or "Revised" License | MIT License |
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accelerate-kullback-liebler
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Tracking mentions began in Dec 2020.
WebDNN
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I want to talk about WebGPU
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...
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Get started with GPU Compute on the web
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.
- webdnn: the fastest DNN running framework on Web Browser
What are some alternatives?
hashable-accelerate - A class for types that can be converted to a hash value
Keras.js - Run Keras models in the browser, with GPU support using WebGL
lightseq - LightSeq: A High Performance Library for Sequence Processing and Generation
Synaptic.js - architecture-free neural network library for node.js and the browser
FAI - Haskell Foreign Accelerate Interface
deeplearn.js
containers-accelerate
Brain.js - Simple feed-forward neural network in JavaScript
axel - Lightweight CLI download accelerator
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.