Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search

Sławomir Kierat, Mateusz Sieniawski, Denys Fridman +4

We propose three novel pruning techniques to improve the cost and results of inference-aware Differentiable Neural Architecture Search (DNAS). First, we introduce Prunode, a stocha…