If the dollar amounts refer to the training cost for the cheapest DL model, do you have references for them? A group of people at fast.ai trained an ImageNet model for 26$, presumably after spending a couple hundered on getting everything just right: http://www.fast.ai/2018/04/30/dawnbench-fastai/