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Simplify LeNet #394

Merged
merged 10 commits into from
May 22, 2023
Merged

Simplify LeNet #394

merged 10 commits into from
May 22, 2023

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mcabbott
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@mcabbott mcabbott commented Feb 11, 2023

There's a lot of junk in these files. Perhaps we should clean them up.

Text can go in README. Code should encourage interactive use, and hence avoid big functions called exactly once. No more parameter structs.

Readable version, since the diff is huge: https://github.com/FluxML/model-zoo/blob/simpler_lenet/vision/conv_mnist/conv_mnist.jl

WIP, would like FluxML/Flux.jl#2186 and JuliaML/MLUtils.jl#144 . Edit: or just FluxML/Flux.jl#2240 now.

@mcabbott mcabbott added the update making a model work with latest Flux, etc label Feb 11, 2023
@mcabbott mcabbott mentioned this pull request Apr 25, 2023
@mcabbott mcabbott marked this pull request as ready for review May 12, 2023 01:58

# Check that it now agrees with the earlier, trained, model:

lenet2(cpu(x1)) ≈ cpu(lenet(x1))
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Just repeating the suggestion in #397 (comment) to print some of these out so that users running the script directly aren't completely left without feedback.

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See what you think of 9bf6c63, adds more @show.

It doesn't print many headings etc. when run as a script. Could add more but it's all extra clutter. If you run this as a script, I think you need the source open in another window to learn anything anyway.

@mcabbott mcabbott merged commit 887cba1 into master May 22, 2023
@mcabbott mcabbott deleted the simpler_lenet branch May 22, 2023 15:45
@mcabbott mcabbott mentioned this pull request Jul 25, 2023
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