Adrián Castelló

Postdoc, Disca, Universidad Politécnica de Valencia

Joined

October 2023

Names

Adrián Castelló (Preferred)

Emails

****@disca.upv.es (Confirmed)

Personal Links

Career & Education History

Postdoc

Disca, Universidad Politécnica de Valencia (upv.es)

2019 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Enrique S. Quintana Ortí

2019 – 2023

PhD Advisor

Antonio J. Peña

2014 – 2018

Expertise

Code autogeneration

2020 – 2023

Programming models

2011 – 2023

High performance computing

2011 – 2023

Publications

Efficient and portable Winograd convolutions for multi-core processors
Manuel F. Dolz, Héctor Martínez, Adrián Castelló, Pedro Alonso-Jordá, Enrique S. Quintana-Ortí
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- J. Supercomput. 2023
- Readers: Everyone
Performance-energy trade-offs of deep learning convolution algorithms on ARM processors
Manuel F. Dolz, Sergio Barrachina, Héctor Martínez, Adrián Castelló, Antonio-Manuel Vidal-Maciá, Germán Fabregat, Andrés E. Tomás
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- J. Supercomput. 2023
- Readers: Everyone
Micro-kernels for portable and efficient matrix multiplication in deep learning
Guillermo Alaejos, Adrián Castelló, Héctor Martínez, Pedro Alonso-Jordá, Francisco D. Igual, Enrique S. Quintana-Ortí
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- J. Supercomput. 2023
- Readers: Everyone
Analyzing the impact of the MPI allreduce in distributed training of convolutional neural networks
Adrián Castelló, Mar Catalán, Manuel F. Dolz, Enrique S. Quintana-Ortí, José Duato
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- Computing 2023
- Readers: Everyone
Using machine learning to model the training scalability of convolutional neural networks on clusters of GPUs
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- Computing 2023
- Readers: Everyone
Reformulating the direct convolution for high-performance deep learning inference on ARM processors
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Tze Meng Low, Héctor Martínez, Enrique S. Quintana-Ortí, Upasana Sridhar, Andrés E. Tomás
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- J. Syst. Archit. 2023
- Readers: Everyone
Tackling the Matrix Multiplication Micro-kernel Generation with Exo
Adrián Castelló, Julian Bellavita, Grace Dinh, Yuka Ikarashi, Héctor Martínez
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- CoRR 2023
- Readers: Everyone
Automatic Generators for a Family of Matrix Multiplication Routines with Apache TVM
Guillermo Alaejos, Adrián Castelló, Pedro Alonso-Jordá, Francisco D. Igual, Héctor Martínez, Enrique S. Quintana-Ortí
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- CoRR 2023
- Readers: Everyone
High performance and energy efficient inference for deep learning on multicore ARM processors using general optimization techniques and BLIS
Adrián Castelló, Sergio Barrachina, Manuel F. Dolz, Enrique S. Quintana-Ortí, Pau San Juan, Andrés E. Tomás
- Published: 01 Jan 2022, Last Modified: 13 Nov 2023
- J. Syst. Archit. 2022
- Readers: Everyone
BestOf: an online implementation selector for the training and inference of deep neural networks
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Andrés E. Tomás
- Published: 01 Jan 2022, Last Modified: 13 Nov 2023
- J. Supercomput. 2022
- Readers: Everyone

View all 43 publications

Co-Authors

View all 126 co-authors