What is the largest network (in number of params and layers) considered in the literature for image recognition/segmentation task? I am in particular interested in ResNet architectures. Any recommendation for literature is appreciated.
For natural language processing, the largest models are of order of billions, such as Megatron-LM, or DeepSeed with Zero. Is this also the case for image-classification?