John Osorio Ríos

According to our database, John Osorio Ríos authored at least 5 papers between 2020 and 2024.

Collaborative distances:

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

2024

Adapting floating-point precision to accelerate deep neural network training

John Osorio Ríos

PhD thesis, 2024

2022

A BF16 FMA is All You Need for DNN Training.

John Osorio Ríos, Adrià Armejach, Eric Petit, Greg Henry, Marc Casas

IEEE Trans. Emerg. Top. Comput., 2022

FASE: A Fast, Accurate and Seamless Emulator for Custom Numerical Formats.

John Osorio Ríos, Adrià Armejach, Eric Petit, Greg Henry, Marc Casas

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Dynamically Adapting Floating-Point Precision to Accelerate Deep Neural Network Training.

John Osorio Ríos, Adrià Armejach, Eric Petit, Greg Henry, Marc Casas

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

Evaluating Mixed-Precision Arithmetic for 3D Generative Adversarial Networks to Simulate High Energy Physics Detectors.

John Osorio Ríos, Adrià Armejach, Gulrukh Khattak, Eric Petit, Sofia Vallecorsa, Marc Casas

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020