Detailed Instructions: In this task, you are given the abstract of a research paper. Your task is to generate a summary of this abstract. Your summary should not be very short, but it's better if it's not more than 30 words.
Problem:We propose a new anytime neural network which allows partial evaluation by subnetworks with different widths as well as depths. Compared to conventional anytime networks only with the depth controllability, the increased architectural diversity leads to higher resource utilization and consequent performance improvement under various and dynamic resource budgets. We highlight architectural features to make our scheme feasible as well as efficient, and show its effectiveness in image classification tasks.
Solution:
We propose a new anytime neural network which allows partial evaluation by subnetworks with different widths as well as depths.