Arquitectura de Computadores y Automática
Departament
Enrique Salvador
Quintana Ortí
Publicacions en què col·labora amb Enrique Salvador Quintana Ortí (81)
2024
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Algorithm 1039: Automatic Generators for a Family of Matrix Multiplication Routines with Apache TVM
ACM Transactions on Mathematical Software, Vol. 50, Núm. 1
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Automatic generation of ARM NEON micro-kernels for matrix multiplication
Journal of Supercomputing, Vol. 80, Núm. 10, pp. 13873-13899
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Experiences with nested parallelism in task-parallel applications using malleable BLAS on multicore processors
International Journal of High Performance Computing Applications, Vol. 38, Núm. 2, pp. 55-68
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Inference with Transformer Encoders on ARM and RISC-V Multicore Processors
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Parallel GEMM-based convolutions for deep learning on multicore ARM and RISC-V architectures
Journal of Systems Architecture, Vol. 153
2023
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Automatic Generation of Micro-kernels for Performance Portability of Matrix Multiplication on RISC-V Vector Processors
ACM International Conference Proceeding Series
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Fine-grain task-parallel algorithms for matrix factorizations and inversion on many-threaded CPUs
Concurrency and Computation: Practice and Experience
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Micro-kernels for portable and efficient matrix multiplication in deep learning
Journal of Supercomputing, Vol. 79, Núm. 7, pp. 8124-8147
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Programming parallel dense matrix factorizations and inversion for new-generation NUMA architectures
Journal of Parallel and Distributed Computing, Vol. 175, pp. 51-65
2022
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Anatomy of the BLIS Family of Algorithms for Matrix Multiplication
Proceedings - 30th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2022
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NUMA-Aware Dense Matrix Factorizations and Inversion with Look-Ahead on Multicore Processors
Proceedings - Symposium on Computer Architecture and High Performance Computing
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QR Factorization Using Malleable BLAS on Multicore Processors
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021
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A New Generation of Task-Parallel Algorithms for Matrix Inversion in Many-Threaded CPUs
Proceedings of the 12th International Workshop on Programming Models and Applications for Multicores and Manycores, PMAM 2021
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Low precision matrix multiplication for efficient deep learning in NVIDIA Carmel processors
Journal of Supercomputing, Vol. 77, Núm. 10, pp. 11257-11269
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Scalable Hybrid Loop- And Task-Parallel Matrix Inversion for Multicore Processors
2021 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2021 - In conjunction with IEEE IPDPS 2021
2020
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Integration and exploitation of intra-routine malleability in BLIS
Journal of Supercomputing, Vol. 76, Núm. 4, pp. 2860-2875
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Programming parallel dense matrix factorizations with look-ahead and OpenMP
Cluster Computing, Vol. 23, Núm. 1, pp. 359-375
2019
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A Case for Malleable Thread-Level Linear Algebra Libraries: The LU Factorization with Partial Pivoting
IEEE Access, Vol. 7, pp. 17617-17633
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Accelerating the SRP-PHAT algorithm on multi- and many-core platforms using OpenCL
Journal of Supercomputing, Vol. 75, Núm. 3, pp. 1284-1297
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Dynamic look-ahead in the reduction to band form for the singular value decomposition
Parallel Computing, Vol. 81, pp. 22-31