Roberto L. Castro

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Hyperparameters

Top Venues

Publications

Roberto L. Castro, Diego Andrade, Basilio B. Fraguela
STuning-DL: Model-Driven Autotuning of Sparse GPU Kernels for Deep Learning. IEEE Access 12 (2024)
Roberto L. Castro, Andrei Ivanov, Diego Andrade, Tal Ben-Nun, Basilio B. Fraguela, Torsten Hoefler
VENOM: A Vectorized N: M Format for Unleashing the Power of Sparse Tensor Cores. SC (2023)
Roberto L. Castro, Andrei Ivanov, Diego Andrade, Tal Ben-Nun, Basilio B. Fraguela, Torsten Hoefler
VENOM: A Vectorized N: M Format for Unleashing the Power of Sparse Tensor Cores. CoRR (2023)
Roberto L. Castro, Diego Andrade, Basilio B. Fraguela
Probing the Efficacy of Hardware-Aware Weight Pruning to Optimize the SpMM Routine on Ampere GPUs. PACT (2022)
Roberto L. Castro, Diego Andrade, Basilio B. Fraguela
Reusing Trained Layers of Convolutional Neural Networks to Shorten Hyperparameters Tuning Time. CoRR (2020)
Roberto L. Castro, Diego Andrade, Basilio B. Fraguela
A Hybrid Approach for Tracking Individual Players in Broadcast Match Videos. CoRR (2020)