Before revision:  For example, with NASGD , on CIFAR-10, our method designs and trains networks with an error rate of 4.06 in only 12 hours on a single GPU.
After revision:  For example, using NASGD on CIFAR-10, our method designs and trains networks with an error rate of 4.06 in only 12 hours on a single GPU.