khV2dZddlmZddlmZddlmZdZy)zQ Create Conv2d Factory Method Hacked together by / Copyright 2020 Ross Wightman ) MixedConv2d) CondConv2d)create_conv2d_padc Lt|tr=d|vsJd|vr#|jd}||k(rd|d<n|dk(sJt|||fi|}|S|jdd}|r|n|jdd}d|vr|ddkDrt |||fd|i|}|St |||fd|i|}|S)z Select a 2d convolution implementation based on arguments Creates and returns one of torch.nn.Conv2d, Conv2dSame, MixedConv2d, or CondConv2d. Used extensively by EfficientNet, MobileNetv3 and related networks. num_expertsgroupsT depthwiserF) isinstancelistpoprrr) in_channels out_channels kernel_sizekwargsrmr s U/var/www/teggl/fontify/venv/lib/python3.12/site-packages/timm/layers/create_conv2d.py create_conv2dr s +t$F*** v ZZ)F$&*{#{"{  \; I& I HJJ{E2 )vzz(A/F F "vm'rs &#* r