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Generate table of op support and their backend implementation status

See original GitHub issue

As discussed, it would be very valuable to the community to have a point of reference somewhere for a table that summarizes all supported TFJS ops and on which backends each has been implemented or not, and if so, if that is full or partial support.

Something like this:

Op Name   |   JS   |   WASM   |   WebGL   |   React Native   |   Node.js   |   WebGPU   |   etc...
----------------------------------------------------------------------------------------------------
Relu           |  Yes   |   Partial   |      Yes       |           Yes          |      Yes       |         No       |    No

This would help requests like this to be able to identify the offending op:

https://discuss.tensorflow.org/t/weird-output-with-tfjs-on-wasm-backend-with-no-warnings/3326

Issue Analytics

State:
Created 2 years ago
Reactions:3
Comments:9 (2 by maintainers)

Top GitHub Comments

2reactions

jinjingforevercommented, Aug 26, 2021

Hi @rthadur, here is the spreadsheet: https://docs.google.com/spreadsheets/d/1D25XtWaBrmUEErbGQB0QmNhH-xtwHo9LDl59w0TbxrI/edit#gid=0. Please help link it from the main README file. Thank you!

1reaction

vladmandiccommented, Aug 31, 2021

btw, here’s a live link on git pages: https://vladmandic.github.io/tfjs-utils/src/kernels.html

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