Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2021.3132361
Abstract: Training a neural network requires retraining the same model many times to search for the configuration of hyper-parameters with the best training result. It is common to launch multiple training jobs and evaluate them in… read more here.
Keywords: coflow scheduling; stage aware; network; stage ... See more keywords
Morphologic Features and Deep Learning–Based Analysis of Canine Spermatogenic Stages
Sign Up to like & getrecommendations! Published in 2022 at "Toxicologic Pathology"
DOI: 10.1177/01926233221117747
Abstract: In nonclinical toxicity studies, stage-aware evaluation is often expected to assess drug-induced testicular toxicity. Although stage-aware evaluation does not require identification of specific stages, it is important to understand microscopic features of spermatogenic staging. Staging… read more here.
Keywords: stage aware; morphologic features; spermatogenic stages; analysis ... See more keywords