Mar Catalán

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Convolutional Neural Networks

Top Venues

IPDPS Workshops

J. Supercomput.

Publications

Adrián Castelló, Mar Catalán, Manuel F. Dolz, Enrique S. Quintana-Ortí, José Duato
Analyzing the impact of the MPI allreduce in distributed training of convolutional neural networks. Computing 105 (5) (2023)
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
Using machine learning to model the training scalability of convolutional neural networks on clusters of GPUs. Computing 105 (5) (2023)
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
PyDTNN: A user-friendly and extensible framework for distributed deep learning. J. Supercomput. 77 (9) (2021)
Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre, Enrique S. Quintana-Ortí, José Duato
Evaluation of MPI Allreduce for Distributed Training of Convolutional Neural Networks. PDP (2021)
Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre, Enrique S. Quintana-Ortí, José Duato
Performance Modeling for Distributed Training of Convolutional Neural Networks. PDP (2021)
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
A Flexible Research-Oriented Framework for Distributed Training of Deep Neural Networks. IPDPS Workshops (2021)