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Not an issue, but a suggestion/query #55

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massisenergy opened this issue Apr 16, 2023 · 5 comments
Closed

Not an issue, but a suggestion/query #55

massisenergy opened this issue Apr 16, 2023 · 5 comments

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@massisenergy
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massisenergy commented Apr 16, 2023

This is a very useful app, especially with the .svg download option 馃憤馃徑

My question is - is there any plan to include more complicated Deep Learning algorithmic structures such as the Transformers (such as BERT, ViT, etc.)?

@alexlenail
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Hi @massisenergy
What kind of diagram would you want to represent a transformer?

@lhallee
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lhallee commented Apr 1, 2024

I second this question. The field sorely needs automatic structuring of transformer like diagrams, especially with the introduction of MOE and state space models.
image
How to do this effectively? Not sure. Some cross between the AlexNet style and AlphaFold style would be really interesting.
image

@alexlenail
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Is there a sort of graphic that is tedious to make with powerpoint to represent transformers (similar to all the lines in an FCNN)?

Another important question is: is a lightweight web tool better for making these than a hypothetical python utility which parses your code to generate a diagram?

@lhallee
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lhallee commented Apr 3, 2024

Parsing to code to generate a diagram would be much better! For example, orienting all the layers correctly from a print of a Pytorch model or something.

@alexlenail
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Agreed -- I think there should be a python utility you download to your machine to parse your code -- it's out of scope for a web tool like NN-SVG. I'd love to see a "pytorch-SVG" utility!

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3 participants