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add 'once_differentiable' for dcn and modify 'configs/cityscapes/README.md' #701
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…d use 'BaseStem'&'Bottleneck' to simply codes
…ount of indentation and code duplication
…, and add dilation into ResNetHead
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…ME.md' (facebookresearch#701) * make pixel indexes 0-based for bounding box in pascal voc dataset * replacing all instances of torch.distributed.deprecated with torch.distributed * replacing all instances of torch.distributed.deprecated with torch.distributed * add GroupNorm * add GroupNorm -- sort out yaml files * use torch.nn.GroupNorm instead, replace 'use_gn' with 'conv_block' and use 'BaseStem'&'Bottleneck' to simply codes * modification on 'group_norm' and 'conv_with_kaiming_uniform' function * modification on yaml files in configs/gn_baselines/ and reduce the amount of indentation and code duplication * use 'kaiming_uniform' to initialize resnet, disable gn after fc layer, and add dilation into ResNetHead * agnostic-regression for bbox * please set 'STRIDE_IN_1X1' to be 'False' when backbone use GN * add README.md for GN * add dcn from mmdetection * add documentation for finetuning cityscapes * add documentation for finetuning cityscapes * add documentation for finetuning cityscapes * add 'once_differentiable' for dcn and modify 'configs/cityscapes/README.md'
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