Current config for 8 GPUs with 32 mini-batch size each.
The layer names are designed to match MSRA released pre-trained models to allow for finetuning. You may need to enable/disable bias on conv1 to use these prototxts with some pretrained models.
Running the ResNet-50 as-is gets a few percent lower accuracy than MSRA if done without random reshape & crop.