Results 11 to 20 of about 278,558 (314)
Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019 24 pages; 9 figures; accepted at HPDC ...
Garg, Rohan +2 more
openaire +4 more sources
Scalable Distributed DNN Training using TensorFlow and CUDA-Aware MPI: Characterization, Designs, and Performance Evaluation [PDF]
IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, 2018 TensorFlow has been the most widely adopted Machine/Deep Learning framework. However, little exists in the literature that provides a thorough understanding of the capabilities which TensorFlow offers for the distributed training of large ML/DL models ...
Awan, Ammar Ahmad +4 more
core +2 more sources
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis [PDF]
IEEE International Conference on Computer Vision, 2021 In this paper, we propose MINE to perform novel view synthesis and depth estimation via dense 3D reconstruction from a single image. Our approach is a continuous depth generalization of the Multiplane Images (MPI) by introducing the NEural radiance ...
Jiaxin Li +5 more
semanticscholar +1 more source
Cold Quad-Modal Nanocomplex for Precise and Quantitative In Vivo Stem Cell Tracking. [PDF]
Adv Funct MaterMultimodal albumin–bismuth sulfide–superparamagnetic iron oxide (ABS) nanocomplexes are developed for stem cell tracking across four different imaging modalities: MRI, MPI, MSOT, and CT. Combining its flexibility with high sensitivity, this quad‐modal imaging agent enables a robust quantification of ABS‐labeled stem cells in vivo.
Shakeri-Zadeh A +4 more
europepmc +2 more sources
The MLIP package: moment tensor potentials with MPI and active learning [PDF]
Machine Learning: Science and Technology, 2020 The subject of this paper is the technology (the ‘how’) of constructing machine-learning interatomic potentials, rather than science (the ‘what’ and ‘why’) of atomistic simulations using machine-learning potentials. Namely, we illustrate how to construct
I. Novikov +3 more
semanticscholar +1 more source
DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging [PDF]
IEEE Transactions on Medical Imaging, 2022 Magnetic particle imaging (MPI) offers unparalleled contrast and resolution for tracing magnetic nanoparticles. A common imaging procedure calibrates a system matrix (SM) that is used to reconstruct data from subsequent scans.
Alper Gungor +5 more
semanticscholar +1 more source
MPIX Stream: An Explicit Solution to Hybrid MPI+X Programming [PDF]
European MPI Users Group Meeting, 2022 The hybrid MPI+X programming paradigm, where X refers to threads or GPUs, has gained prominence in the high-performance computing arena. This corresponds to a trend of system architectures growing more heterogeneous.
Hui Zhou +3 more
semanticscholar +1 more source
Protein Sequence Analysis Using the MPI Bioinformatics Toolkit
Current Protocols in Bioinformatics, 2020 The MPI Bioinformatics Toolkit (https://toolkit.tuebingen.mpg.de) provides interactive access to a wide range of the best‐performing bioinformatics tools and databases, including the state‐of‐the‐art protein sequence comparison methods HHblits and HHpred.
Felix Gabler +7 more
semanticscholar +1 more source
Towards Dynamic Resource Management with MPI Sessions and PMIx
European MPI Users Group Meeting, 2022 Job management software on peta- and exascale supercomputers continues to provide static resource allocations, from a program’s start until its end. Dynamic resource allocation and management is a research direction that has the potential to improve the ...
Dominik Huber +5 more
semanticscholar +1 more source
MPI.jl: Julia bindings for the Message Passing Interface
JuliaCon Proceedings, 2021 MPI.jl is a Julia package for using the Message Passing Interface (MPI), a standardized and widely-supported communication interface for distributed computing, with multiple open source and proprietary implementations.
Simon Byrne, L. Wilcox, Valentin Churavy
semanticscholar +1 more source