Accuracy at various sizes for Learn2Compress models and full-sized baseline networks on CIFAR-10 (left) and ImageNet (right) image classification tasks. Student networks used to produce the compressed variants for CIFAR-10 and ImageNet are modeled using NASNet and MobileNet-inspired architectures, respectively. |