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901por Prince, Sebastien“…In particular, this requires the CPU-intensive reconstruction of tridimensional energy deposits in the ATLAS calorimeter to be used as the basic input to the jet finding algorithms. …”
Publicado 2015
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902por Potamianos, Karolos“…These include novel techniques developed to improve the performance in the dense cores of jets, optimisation for the expected conditions, and a software campaign which lead to a factor of three decrease in the CPU time needed to process each recorded event.…”
Publicado 2016
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903por Panda, Dhabalaeswar“…From the DL angle, we will focus on efficient and scalable CPU-based DNN training. We will provide an in-depth performance characterization of state-of-the-art DNNs like ResNet(s) and Inception-v3/v4 on three different variants of the Intel Xeon Scalable (Skylake) processor. …”
Publicado 2019
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904por Amadio, G., Ananya, A., Apostolakis, J., Bandieramonte, M., Banerjee, S., Bhattacharyya, A., Bianchini, C., Bitzes, G., Canal, P., Carminati, F., Chaparro-Amaro, O., Cosmo, G., De Fine Licht, J.C., Drogan, V., Duhem, L., Elvira, D., Fuentes, J., Gheata, A., Gheata, M., Gravey, M., Goulas, I., Hariri, F., Jun, S.Y., Konstantinov, D., Kumawat, H., Lima, J.G., Maldonado-Romo, A., Martínez-Castro, J., Mato, P., Nikitina, T., Novaes, S., Novak, M., Pedro, Kevin, Pokorski, W., Ribon, A., Schmitz, R., Seghal, R., Shadura, O., Tcherniaev, E., Vallecorsa, S., Wenzel, S., Zhang, Y.“…Full detector simulation was among the largest CPU consumers in all CERN experiment software stacks for the first two runs of the Large Hadron Collider. …”
Publicado 2020
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905“…The simulation is performed using the VegasFlow and PDFFlow libraries which deploy automatically the full simulation on systems with different hardware acceleration capabilities, such as multi-threading CPU, single-GPU and multi-GPU setups. The package also provides an asynchronous unweighted events procedure to store simulation results. …”
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906por Ivanchenko, Vladimir, Banerjee, Sunanda, Hugo, Gabrielle, Lo Meo, Sergio, Osborne, Ianna, Pedro, Kevin, Piparo, Danilo, Sorokin, Dmitry, Srimanobhas, Phat, Vuosalo, Carl“…A special Geant4 Physics List configuration FTFP\_BERT\_EMM will be described, which provides a compromise between simulation accuracy and CPU performance. A significant fraction of time for simulation of CMS events is spent on tracking of charge particles in magnetic field. …”
Publicado 2021
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907por Tripodi, Pasquale, Beretta, Massimiliano, Peltier, Damien, Kalfas, Ilias, Vasilikiotis, Christos, Laidet, Anthony, Briand, Gael, Aichholz, Charlotte, Zollinger, Tizian, van Treuren, Rob, Scaglione, Davide, Goritschnig, Sandra“…To determine the potentiality of SPET for gene discovery, we performed genome-wide association analysis for main agricultural traits in L. sativa using six models (GLM naive, MLM, MLMM, CMLM, FarmCPU, and BLINK) to compare their strength and power for association detection. …”
Publicado 2023
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908“…The computational time was reduced from 18-20 CPU-hours (full 3D profile) to 0.5 CPU-hours (simplified 3D profile) to seconds (machine learning). …”
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909por Maji, Ranjan Kumar, Sarkar, Arijita, Khatua, Sunirmal, Dasgupta, Subhasis, Ghosh, Zhumur“…We used TopHat v2.0.8 to analyse these datasets and noted the CPU usage, memory footprint and execution time during spliced alignment. …”
Publicado 2014
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910“…Nominal p-value estimation of 4,725 gene sets on a data set consisting of 20,639 unique gene symbols and 200 patients (183 cases + 17 controls) each probing one million permutations takes 19 hours on a Xeon CPU and less than one hour on a GeForce Titan X GPU while the established GSEA tool from the Broad Institute (broadGSEA) takes roughly 13 days. …”
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911por Tangherloni, Andrea, Nobile, Marco S., Besozzi, Daniela, Mauri, Giancarlo, Cazzaniga, Paolo“…Notably, thanks to its smaller memory footprint, LASSIE is able to perform fast simulations of even larger models, whereby the tested CPU-implementation of LSODA failed to reach termination. …”
Publicado 2017
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912“…Compared with reconstruction performance of CPU‐based algorithms, the performances of DRR and DTS reconstructions are improved by a factor of 15 to 20. …”
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913“…The package includes a parallel implementation of the coordinate descent algorithm for CPU-only systems and two implementations of the alternating direction method of multipliers algorithm requiring a GPU device. …”
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914“…Computations performed on a classic computer were compared with the results achieved by a hybrid method combining CPU and QPU calculations. For this purpose quantum annealer by D-Wave was used. …”
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915“…And parallel implementation with 20 threads on CPU achieves [Formula: see text] speedup consequently. …”
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916por Enyew, Muluken, Feyissa, Tileye, Carlsson, Anders S., Tesfaye, Kassahun, Hammenhag, Cecilia, Seyoum, Amare, Geleta, Mulatu“…For marker-trait association (MTA) analyses, fixed and random model circulating probability unification (FarmCPU), and Bayesian-information and linkage-disequilibrium iteratively nested keyway (BLINK) models were used. …”
Publicado 2022
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918por Moscicki, Jakub T, Manara, Andrea, Lamanna, Massimo, Méndez, Patricia, Muraru, Adrian“…The planning cycle at the RRC06 required a periodic execution in the order of 200,000 short jobs, using several hundreds of CPU hours, in a period of less than 12 hours. The nature of the problem required dynamic workload-balancing and low-latency access to the computing resources. …”
Publicado 2009
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919“…AMC modules are available in variety of functions such as: ADC, DAC, data storage, data links and even CPU cards. This paper focuses on the software that allows user to collect and plot the data from commercially available TAMC900 board.…”
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920por Kollar, D“…Therefore the alignment of the ATLAS Inner Detector is performed using complex algorithms requiring extensive CPU and memory usage. The proposed alignment algorithms were exercised on several applications. …”
Publicado 2010
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