John Osorio Ríos

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Floating Point Arithmetic

High Energy Physics

Neural Network Training

Training Examples

Top Venues

IEEE Trans. Emerg. Top. Comput.

Publications

John Osorio Ríos, Adrià Armejach, Eric Petit, Greg Henry, Marc Casas
A BF16 FMA is All You Need for DNN Training. ARITH (2022)
John Osorio Ríos, Adrià Armejach, Eric Petit, Greg Henry, Marc Casas
FASE: A Fast, Accurate and Seamless Emulator for Custom Numerical Formats. ISPASS (2022)
John Osorio Ríos, Adrià Armejach, Eric Petit, Greg Henry, Marc Casas
FASE: A Fast, Accurate and Seamless Emulator for Custom Numerical Formats. ECML/PKDD (5) (2022)
John Osorio Ríos, Adrià Armejach, Eric Petit, Greg Henry, Marc Casas
A BF16 FMA is All You Need for DNN Training. IEEE Trans. Emerg. Top. Comput. 10 (3) (2022)
John Osorio Ríos, Adrià Armejach, Eric Petit, Greg Henry, Marc Casas
Dynamically Adapting Floating-Point Precision to Accelerate Deep Neural Network Training. ICMLA (2021)
John Osorio Ríos, Adrià Armejach, Gulrukh Khattak, Eric Petit, Sofia Vallecorsa, Marc Casas
Evaluating Mixed-Precision Arithmetic for 3D Generative Adversarial Networks to Simulate High Energy Physics Detectors. ICMLA (2020)