Tung D. Le

According to our database, Tung D. Le authored at least 11 papers between 2016 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Compiling ONNX Neural Network Models Using MLIR.

Tung D. Le, Gheorghe-Teodor Bercea, Tong Chen, Alexandre E. Eichenberger, Haruki Imai, Tian Jin, Kiyokuni Kawachiya, Yasushi Negishi, Kevin O'Brien

CoRR, 2020

Acceleration of Large Deep Learning Training with Hybrid GPU Memory Management of Swapping and Re-computing.

Haruki Imai, Tung D. Le, Yasushi Negishi, Kiyokuni Kawachiya

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Profiling based Out-of-core Hybrid Method for Large Neural Networks.

Yuki Ito, Haruki Imai, Tung Le Duc, Yasushi Negishi, Kiyokuni Kawachiya, Ryo Matsumiya, Toshio Endo

CoRR, 2019

Profiling based out-of-core hybrid method for large neural networks: poster.

Yuki Ito, Haruki Imai, Tung D. Le, Yasushi Negishi, Kiyokuni Kawachiya, Ryo Matsumiya, Toshio Endo

Proceedings of the 24th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2019

High Resolution Medical Image Segmentation Using Data-Swapping Method.

Haruki Imai, Samuel Matzek, Tung D. Le, Yasushi Negishi, Kiyokuni Kawachiya

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Automatic GPU memory management for large neural models in TensorFlow.

Tung D. Le, Haruki Imai, Yasushi Negishi, Kiyokuni Kawachiya

Proceedings of the 2019 ACM SIGPLAN International Symposium on Memory Management, 2019

Large Data Flow Graphs in Limited GPU Memory.

Geert Janssen, Vladimir Zolotov, Tung D. Le

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method.

Haruki Imai, Samuel Matzek, Tung D. Le, Yasushi Negishi, Kiyokuni Kawachiya

CoRR, 2018

TFLMS: Large Model Support in TensorFlow by Graph Rewriting.

Tung D. Le, Haruki Imai, Yasushi Negishi, Kiyokuni Kawachiya

CoRR, 2018

Involving CPUs into Multi-GPU Deep Learning.

Tung D. Le, Taro Sekiyama, Yasushi Negishi, Haruki Imai, Kiyokuni Kawachiya

Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

2016

A Systematic Approach to Regular-Expression-Based Queries on Big Graphs.

Tung D. Le

PhD thesis, 2016