12 Commits (xsepconv)

Author	SHA1	Message	Date
Ross Wightman	f1d5f8a6c4	Update comments for Selective Kernel and DropBlock/Path impl, add skresnet34 weights	5 years ago
Ross Wightman	569419b38d	Tweak some comments, add SKNet models with weights to sotabench, remove an unused branch	5 years ago
Ross Wightman	fa38f24967	Update SK network configs, add weights for skresnet8 and skresnext50	5 years ago
Ross Wightman	f902bcd54c	Layer refactoring continues, ResNet downsample rewrite for proper dilation in 3x3 and avg_pool cases ... * select_conv2d -> create_conv2d * added create_attn to create attention module from string/bool/module * factor padding helpers into own file, use in both conv2d_same and avg_pool2d_same * add some more test eca resnet variants * minor tweaks, naming, comments, consistency	5 years ago
Ross Wightman	13746a33fc	Big move, layer modules and fn to timm/models/layers	5 years ago
Ross Wightman	13e8da2b46	SelectKernel split_input works best when input channels split like grouped conv, but output is full width. Disable zero_init for SK nets, seems a bad combo.	5 years ago
Ross Wightman	7d07ebb660	Adding some configs to sknet, incl ResNet50 variants from 'Compounding ... Assembled Techniques' paper and original SKNet50	5 years ago
Ross Wightman	a9d2424fd1	Add separate zero_init_last_bn function to support more block variety without a mess	5 years ago
Ross Wightman	9f11b4e8a2	Add ConvBnAct layer to parallel integrated SelectKernelConv, add support for DropPath and DropBlock to ResNet base and SK blocks	5 years ago
Ross Wightman	cefc9b7761	Move SelectKernelConv to conv2d_layers and more ... * always apply attention in SelectKernelConv, leave MixedConv for no attention alternative * make MixedConv torchscript compatible * refactor first/previous dilation name to make more sense in ResNet* networks	5 years ago
Ross Wightman	9abe610931	Used wrong channel var for split	5 years ago
Ross Wightman	58e28dc7e7	Move Selective Kernel blocks/convs to their own sknet.py file	5 years ago