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Lux.jl model visualizer #1214

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NeroBlackstone opened this issue Jan 20, 2025 · 2 comments
Open

Lux.jl model visualizer #1214

NeroBlackstone opened this issue Jan 20, 2025 · 2 comments

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@NeroBlackstone
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Is there a tool like netron that can visualize the Lux model?
Or a convenient plot library that can plot the Lux model.

@avik-pal
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Once (if) lutzroeder/netron#1044, we will be able to export Lux models using reactant and load them directly in netron.

In the short term, updating https://github.com/rmsrosa/ChainPlots.jl to include lux as well would be very nice.

@wsmoses
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wsmoses commented Jan 20, 2025

you can already use Reactant to export to tensorboard (e.g. I use the kernel profiling feature of with_profile to emit the log dir and generate EnzymeAD/Enzyme-JAX#256 (comment)). That's obviously the kernel view, but you can ask it to visualize the graph like in https://www.tensorflow.org/tensorboard/graphs .

Probably worth writing a reactant tutorial for profiling/graphs, x/ref EnzymeAD/Reactant.jl#581

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