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Fiddling with EfficientNet x/h defs, MobileNet-v4. #2123

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@rwightman rwightman marked this pull request as draft March 23, 2024 00:56
@HuggingFaceDocBuilderDev

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

@rwightman rwightman changed the title Fiddling with efficientnet x/h defs, is it worth adding & training any? Fiddling with efficientnet x/h defs, MobileNet-v4. May 23, 2024
@rwightman rwightman mentioned this pull request May 23, 2024
@rwightman rwightman changed the title Fiddling with efficientnet x/h defs, MobileNet-v4. Fiddling with EfficientHet x/h defs, MobileNet-v4. May 23, 2024
@rwightman rwightman changed the title Fiddling with EfficientHet x/h defs, MobileNet-v4. Fiddling with EfficientNet x/h defs, MobileNet-v4. May 23, 2024
* missed final norm after post pooling 1x1 PW head conv
* improve repr of model by flipping a few modules to None when not used, nn.Sequential for MultiQueryAttention query/key/value/output
* allow layer scaling to be enabled/disabled at model variant level, conv variants don't use it
…ls. Update MobileNetV4 model defs, resolutions. Fix #599

* create_aa helper function centralized for all timm uses (resnet, convbnact helper)
* allow BlurPool w/ pre-defined channels (expand)
* mobilenetv4 UIB block using ConvNormAct layers for improved clarity, esp with AA added
* improve more mobilenetv3 and efficientnet related type annotations
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