Mega merge #2196
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Mega merge #2196
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* 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
…rmediates API to fastvit
… disable support to ConvNormAct layers
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Several PRs became intertwined w/ overlapping changes