In this work, we build on the concept of slimmable net- works and propose a novel adaptive optimal width search. (AOWS) for efficiently searching neural network ...

May 21, 2020 · We introduce a novel efficient one-shot NAS approach to optimally search for channel numbers, given latency constraints on a specific hardware.

We introduce an efficient one-shot NAS approach to optimally search CNN channel numbers, given latency constraints on a specific ... A BLACK-BOX LATENCY MODEL FOR ...

May 21, 2020 · In this work, we build on the concept of slimmable net- works and propose a novel adaptive optimal width search. (AOWS) for efficiently ...

A. Latency model: biased sampling. We describe the biased sampling strategy for the latency model, as described in section 4. Using the notations of.

We introduce a novel efficient one-shot NAS approach to optimally search for channel numbers, given latency constraints on a specific hardware.

AOWS: Adaptive and Optimal Network Width Search With Latency Constraints ... MRF-UNets extends and improves the recent adaptive and optimal network width search ...

Adaptive and optimal network width search with latency constraints, Maxim Berman, Leonid Pishchulin, Ning Xu, Matthew B. Blaschko, Gérard Medioni, NAS workshop

We introduce a novel efficient one-shot NAS approach to optimally search for channel numbers, given latency constraints on a specific hardware. We first show ...

Duration: 4:56
Posted: Jun 12, 2020