Get our free extension to see links to code for papers anywhere online!

Add to Chrome

Add to Firefox

Picture for Eunji Jeong

Eunji Jeong

Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs

Jan 23, 2022
Taebum Kim, Eunji Jeong, Geon-Woo Kim, Yunmo Koo, Sehoon Kim, Gyeong-In Yu, Byung-Gon Chun

Figure 1 for Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs

Figure 2 for Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs

Figure 3 for Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs

Figure 4 for Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs

* 35th Conference on Neural Information Processing Systems (NeurIPS 2021)

Access Paper or Ask Questions

Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning

Dec 04, 2020
Woosuk Kwon, Gyeong-In Yu, Eunji Jeong, Byung-Gon Chun

Figure 1 for Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning

Figure 2 for Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning

Figure 3 for Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning

Figure 4 for Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning

* In NeurIPS 2020

Access Paper or Ask Questions

Stage-based Hyper-parameter Optimization for Deep Learning

Nov 24, 2019
Ahnjae Shin, Dong-Jin Shin, Sungwoo Cho, Do Yoon Kim, Eunji Jeong, Gyeong-In Yu, Byung-Gon Chun

Figure 1 for Stage-based Hyper-parameter Optimization for Deep Learning

Figure 2 for Stage-based Hyper-parameter Optimization for Deep Learning

Figure 3 for Stage-based Hyper-parameter Optimization for Deep Learning

Figure 4 for Stage-based Hyper-parameter Optimization for Deep Learning

* Workshop on Systems for ML at NeurIPS 2019

Access Paper or Ask Questions

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

Dec 04, 2018
Eunji Jeong, Sungwoo Cho, Gyeong-In Yu, Joo Seong Jeong, DongJin Shin, Byung-Gon Chun

Figure 1 for JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs

Figure 2 for JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs

Figure 3 for JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs

Figure 4 for JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs

* NSDI 2019
* To appear at NSDI 2019

Access Paper or Ask Questions

Improving the Expressiveness of Deep Learning Frameworks with Recursion

Sep 04, 2018
Eunji Jeong, Joo Seong Jeong, Soojeong Kim, Gyeong-In Yu, Byung-Gon Chun

Figure 1 for Improving the Expressiveness of Deep Learning Frameworks with Recursion

Figure 2 for Improving the Expressiveness of Deep Learning Frameworks with Recursion

Figure 3 for Improving the Expressiveness of Deep Learning Frameworks with Recursion

Figure 4 for Improving the Expressiveness of Deep Learning Frameworks with Recursion

* EuroSys 2018: Thirteenth EuroSys Conference, April 23-26, 2018, Porto, Portugal
* Appeared in EuroSys 2018. 13 pages, 11 figures

Access Paper or Ask Questions