Search Results for author: Dong-Jin Shin

Found 2 papers, 0 papers with code

Stage-based Hyper-parameter Optimization for Deep Learning

no code implementations24 Nov 2019 Ahnjae Shin, Dong-Jin Shin, Sungwoo Cho, Do Yoon Kim, Eunji Jeong, Gyeong-In Yu, Byung-Gon Chun

As deep learning techniques advance more than ever, hyper-parameter optimization is the new major workload in deep learning clusters.

JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs

no code implementations4 Dec 2018 Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, Dong-Jin Shin, Byung-Gon Chun

The rapid evolution of deep neural networks is demanding deep learning (DL) frameworks not only to satisfy the requirement of quickly executing large computations, but also to support straightforward programming models for quickly implementing and experimenting with complex network structures.

Cannot find the paper you are looking for? You can Submit a new open access paper.