Browsing by Author "Rojas, Elvis"
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Item A Characterization of soft-error sensitivity in data-parallel and model-parallel distributed deep learning(Journal of Parallel and Distributed Computing, 2024) Rojas, Elvis; Pérez, Diego; Meneses, EstebanItem Early experiences of noise-sensitivity performance analysis of a distributed deep learning framework(2022 IEEE International Conference on Cluster Computing (CLUSTER), 2022) Rojas, Elvis; Knobloch, Michael; Daoud, Nour; Meneses, Esteban; Mohr, BerndItem Exploring the effects of silent data corruption in distributed deep learning training(2022 IEEE 34th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2022) Rojas, Elvis; Pérez, Diego; Meneses, EstebanItem Large-scale distributed deep learning : a study of mechanisms and trade-offs with PyTorch(Switzerland: Springer International Publishing AG, 2022) Rojas, Elvis; Quirós-Corella, Fabricio; Jones, Terry; Meneses, EstebanItem Understanding failures through the lifetime of a top-level supercomputer(Elsevier, 2022) Rojas, Elvis; Meneses, Esteban; Jones, Terry; Maxwell, DonItem Understanding soft error sensitivity of deep learning models and frameworks through checkpoint alteration(Proceedings IEEE International Conference on Cluster Computing, 2021) Rojas, Elvis; Perez, Diego; Calhoun, Jon C.; Bautista-Gómez, Leonardo; Jones, Terry; Meneses, EstebanItem Using checkpoint alteration to gauge fault sensitivity of HPC scientific applications(IEEE Xplore, 2025) Rojas, Elvis; Todd, Luis Carlos N.; Meneses, Esteban