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2022

A BF16 FMA is All You Need for DNN Training

IEEE Transactions on Emerging Topics in Computing

J. Osorio, A. Armejach, E. Petit, G. Henry, and M. Casas
FASE: A Fast, Accurate and Seamless Emulator for Custom Numerical Formats

2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)

J. Osorio, A. Armejach, E. Petit, G. Henry, and M. Casas
Task-based Acceleration of Bidirectional Recurrent Neural Networks on Multi-core Architectures

2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

R. Sharma, and M. Casas
Communication-aware Sparse Patterns for the Factorized Approximate Inverse Preconditioner

Proceedings of the 31st International Symposium on High-Performance Parallel and Distributed Computing (HPDC '22)

S. Laut, M. Casas, and R. Borrell
A Generator of Numerically-Tailored and High-Throughput Accelerators for Batched GEMMs

2022 IEEE 30th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)

L. Ledoux, and M. Casas

2021

Morrigan: A composite instruction TLB prefetcher

54th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)

G. Vavouliotis, L. Álvarez, B. Grot, D. Jiménez, and M. Casas
Compiler-Assisted Compaction/Restoration of SIMD Instructions

IEEE Transactions on Parallel and Distributed Systems

J. M. Cebrián, T. Balem, A. Barredo, M. Casas, M. Moreto, A. Ros, and A. Jimborean
Exploiting Page Table Locality for Agile TLB Prefetching

2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA)

G. Vavouliotis, L. Álvarez, V. Karakostas, K. Nikas, N. Koziris, D. A. Jiménez, and M. Casas
Efficiently running SpMV on long vector architectures

Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP)

C. Gomez, F. Mantovani, E. Focht, and M. Casas
Intelligent Adaptation of Hardware Knobs for Improving Performance and Power Consumption

IEEE Transactions on Computers

C. Ortega, L. Álvarez, M. Casas, R. Bertran, A. Buyuktosunoglu, A. E. Eichenberger, P. Bose, and M. Moreto

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