Quentin Anthony

According to our database1, Quentin Anthony authored at least 9 papers between 2019 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2021
Cross-layer Visualization and Profiling of Network and I/O Communication for HPC Clusters.
CoRR, 2021

Scaling Single-Image Super-Resolution Training on Modern HPC Clusters: Early Experiences.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

Adaptive and Hierarchical Large Message All-to-all Communication Algorithms for Large-scale Dense GPU Systems.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020
HyPar-Flow: Exploiting MPI and Keras for Scalable Hybrid-Parallel DNN Training with TensorFlow.
Proceedings of the High Performance Computing - 35th International Conference, 2020

GEMS: GPU-enabled memory-aware model-parallelism system for distributed DNN training.
Proceedings of the International Conference for High Performance Computing, 2020

Accelerating GPU-based Machine Learning in Python using MPI Library: A Case Study with MVAPICH2-GDR.
Proceedings of the 6th IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2020

Efficient Training of Semantic Image Segmentation on Summit using Horovod and MVAPICH2-GDR.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

2019
HyPar-Flow: Exploiting MPI and Keras for Scalable Hybrid-Parallel DNN Training using TensorFlow.
CoRR, 2019

Performance Characterization of DNN Training using TensorFlow and PyTorch on Modern Clusters.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019


  Loading...