Code

Overhaul of ResNet API#174

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darsnack merged 67 commits intoFluxML:masterFluxML/Metalhead.jl:masterfrom theabhirath:resnet-plustheabhirath/Metalhead.jl:resnet-plusCopy head branch name to clipboardAug 2, 2022

+2,539-2,201

Commits

Commits on Jun 27, 2022

• Add DropBlock

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• Initial commit for new ResNet API

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• Cleanup

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• Get some stuff to work

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• Tweaks - I

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• Make pretrain condition explicit

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Commits on Jun 28, 2022

• More declarative interface for ResNet

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• Make DropBlock really work

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Commits on Jun 29, 2022

• Construct the stem outside and pass it into resnet

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• Add ResNeXt back

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Commits on Jun 30, 2022

• Enable CI for Windows

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• Add more general implementation of SE layer

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Commits on Jul 1, 2022

• Tweaks III + Some more docs

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Commits on Jul 3, 2022

• Fix DropBlock on the GPU

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• Add SEResNet and SEResNeXt

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Commits on Jul 4, 2022

• More docs, more tweaks

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Commits on Jul 8, 2022

• More aggressive GC

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Commits on Jul 9, 2022

• Tweaks don't stop

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• Reorganisation and formatting

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• Refactor shortcut connections

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Commits on Jul 10, 2022

• Generalise resnet further

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• Documentation

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Commits on Jul 12, 2022

• Add classifier and backbone methods

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Commits on Jul 17, 2022

• Refactor of resnet core

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Commits on Jul 22, 2022

• Add DropBlock

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• Initial commit for new ResNet API

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• Cleanup

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• Get some stuff to work

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• Tweaks - I

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• Make pretrain condition explicit

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• More declarative interface for ResNet

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• Make DropBlock really work

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• Construct the stem outside and pass it into resnet

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• Add ResNeXt back

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• Add more general implementation of SE layer

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• Tweaks III + Some more docs

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• Fix DropBlock on the GPU

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• Add SEResNet and SEResNeXt

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• More docs, more tweaks

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• More aggressive GC

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• Tweaks don't stop

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• Reorganisation and formatting

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• Refactor shortcut connections

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• Generalise resnet further

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• Documentation

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• Add classifier and backbone methods

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• Refactor of resnet core

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• Refactor of resnet core II

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• Merge branch 'resnet-plus' of https://github.com/theabhirath/Metalhead.jl into resnet-plus

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• Allow prenorm

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Commits on Jul 23, 2022

• Cleanup

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Commits on Jul 24, 2022

• Reorganisation

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Commits on Jul 26, 2022

• Reorganisation

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Commits on Jul 27, 2022

• Merge branch 'resnet-plus' of https://github.com/theabhirath/Metalhead.jl into resnet-plus

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• Remove templating for now

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Commits on Jul 28, 2022

• Fix tests, hopefully

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• Revert "Remove templating for now"

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Commits on Jul 29, 2022

• Merge branch 'master' into resnet-plus

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• MobileNet tweaks

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• Make templating work again

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• Tests just don't fix themselves

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• Fifth refactor is a charm

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• Cleanup - docs and code

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• Make all config dicts const and capitalise

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Commits on Jul 30, 2022

• Formatting, and some tweaks

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• Add WideResNet

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Commits on Aug 2, 2022

• Don't use globals

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