Adapt: Fast emulation of approximate dnn accelerators in pytorch
Current state-of-the-art employs approximate multipliers to address the highly increased
power demands of deep neural network (DNN) accelerators. However, evaluating the …
power demands of deep neural network (DNN) accelerators. However, evaluating the …
Very Fast Tree: speeding up the estimation of phylogenies for large alignments through parallelization and vectorization strategies
Motivation FastTree-2 is one of the most successful tools for inferring large phylogenies.
With speed at the core of its design, there are still important issues in the FastTree-2 …
With speed at the core of its design, there are still important issues in the FastTree-2 …
A fast and efficient SIMD track reconstruction algorithm for the LHCb upgrade 1 VELO-PIX detector
A Hennequin, B Couturier, VV Gligorov… - Journal of …, 2020 - iopscience.iop.org
The upgraded CERN LHCb detector, due to start data taking in 2021, will have to reconstruct
4 TB/s of raw detector data in real time using commodity processors. This is one of the …
4 TB/s of raw detector data in real time using commodity processors. This is one of the …
RabbitQCPlus 2.0: More efficient and versatile quality control for sequencing data
Assessing the quality of sequencing data plays a crucial role in downstream data analysis.
However, existing tools often achieve sub-optimal efficiency, especially when dealing with …
However, existing tools often achieve sub-optimal efficiency, especially when dealing with …
High-Performance FFT Code Generation via MLIR Linalg Dialect and SIMD Micro-Kernels
Y He, S Markidis - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
Fast Fourier Transform (FFT) libraries are an indispensable and critical component of any
High-Performance Computing (HPC) software stack. They are used in many applications …
High-Performance Computing (HPC) software stack. They are used in many applications …
RabbitQCPlus: More Efficient Quality Control for Sequencing Data
Assessing the quality of sequencing data plays a crucial role in downstream data analysis.
However, existing tools often achieve sub-optimal efficiency, especially when dealing with …
However, existing tools often achieve sub-optimal efficiency, especially when dealing with …
[PDF][PDF] Vector length agnostic SIMD parallelism on modern processor architectures with the focus on Arm's SVE
B Brank - 2023 - elekpub.bib.uni-wuppertal.de
High-Performance Computing (HPC) has seen a substantial increase in computing power
over the recent decade. In June 2008, the first petascale system was introduced, which …
over the recent decade. In June 2008, the first petascale system was introduced, which …
Performance optimization for the LHCb experiment
A Hennequin - 2022 - theses.hal.science
The LHCb experiment, at CERN, is preparing a major upgrade of its detector and a change
from an hardware-based to a fully software-based trigger system. It is now facing the …
from an hardware-based to a fully software-based trigger system. It is now facing the …
Empirical study of Amdahl's law on multicore processors
C Bruns, S Touati - 2019 - inria.hal.science
Since several years, classical multiprocessor systems have evolved to multicores, which
tightly integrate multiple CPU cores on a single die or package. This shift does not modify …
tightly integrate multiple CPU cores on a single die or package. This shift does not modify …
[PDF][PDF] Faires Scheduling unter Beachtung von AVX-512-Frequenzeffekten
P Machauer - Bachelor Thesis. Operating Systems Group, Karlsruhe …, 2020 - os.itec.kit.edu
Abstract Intel introduced the Advanced Vector Extensions (AVX) to their processors for
making complex calculations faster. Those instructions lead to a higher power usage, thus …
making complex calculations faster. Those instructions lead to a higher power usage, thus …