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Scale-Localized Abstract Reasoning [article]

Yaniv Benny, Niv Pekar, Lior Wolf
2021 arXiv   pre-print
We, therefore, propose a modified version of the RAVEN dataset, named RAVEN-FAIR. Our code and pretrained models are available at https://github.com/yanivbenny/MRNet.  ...  We consider the abstract relational reasoning task, which is commonly used as an intelligence test.  ...  Acknowledgements The contribution of the first author is part of a Ph.D. thesis research conducted at Tel Aviv University.  ... 
arXiv:2009.09405v2 fatcat:njzl2tq36jf5zni2sqg4ez4rle

Abstracts

2021 International journal of legal medicine (Print)  
Most women were married at the age of 23 (20-26). The average duration of marriage was 7 years (3-14).  ...  The assaults concerned both rural and urban areas (52-48%). 50% of the victims had a regular professional activity and 25% had a low socio-economic level. Assaults were daily in 41.7% of the cases.  ...  All the research articles were published in English language.  ... 
doi:10.1007/s00414-021-02613-z pmid:33991249 fatcat:5vqxawqefbcyreahvhm6ttkou4

ABSTRACTS FROM THE 20TH NORTH AMERICAN ISSX MEETING

2016 Drug metabolism reviews (Softcover ed.)  
Yoshinori Moriyama of Okayama University for providing expression plasmid vectors containing hMATE1 and hMATE2-K.  ...  Ken-ichi Inui, Professor Emeritus of Kyoto University for providing expression plasmid vectors containing hOCT1 and hOCT2 and Dr.  ...  At the gene level, cisplatin challenge resulted in significant increases in genes associated with apoptosis at the qPCR level.  ... 
doi:10.1080/03602532.2016.1191848 pmid:27418298 fatcat:kkvodmcoajbxlkvro4ea4cw6ry

Composition and Reuse with Compiled Domain-Specific Languages [chapter]

Arvind K. Sujeeth, Tiark Rompf, Kevin J. Brown, HyoukJoong Lee, Hassan Chafi, Victoria Popic, Michael Wu, Aleksandar Prokopec, Vojin Jovanovic, Martin Odersky, Kunle Olukotun
2013 Lecture Notes in Computer Science  
Domain-specific languages (DSLs) are a promising alternative, allowing compilers to map problem-specific abstractions directly to low-level architecture-specific programming models.  ...  Performance optimization with these frameworks usually requires expertise in the specific programming model and a deep understanding of the target architecture.  ...  versions of this paper.  ... 
doi:10.1007/978-3-642-39038-8_3 fatcat:i7dx3t7xjze7rls2cl2dmke7ue

Halide

Jonathan Ragan-Kelley, Connelly Barnes, Andrew Adams, Sylvain Paris, Frédo Durand, Saman Amarasinghe
2013 Proceedings of the 34th ACM SIGPLAN conference on Programming language design and implementation - PLDI '13  
We present a systematic model of the tradeoff space fundamental to stencil pipelines, a schedule representation which describes concrete points in this space for each stage in an image processing pipeline  ...  , and an optimizing compiler for the Halide image processing language that synthesizes high performance implementations from a Halide algorithm and a schedule.  ...  Acknowledgments Eric Chan provided feedback and inspiration throughout the design of Halide, and helped compare our local Laplacian filters implementation to his in Camera Raw.  ... 
doi:10.1145/2491956.2462176 dblp:conf/pldi/Ragan-KelleyBAPDA13 fatcat:tr3fzvh5arbbbo4nn2iqpivdaa

Halide

Jonathan Ragan-Kelley, Connelly Barnes, Andrew Adams, Sylvain Paris, Frédo Durand, Saman Amarasinghe
2013 SIGPLAN notices  
We present a systematic model of the tradeoff space fundamental to stencil pipelines, a schedule representation which describes concrete points in this space for each stage in an image processing pipeline  ...  , and an optimizing compiler for the Halide image processing language that synthesizes high performance implementations from a Halide algorithm and a schedule.  ...  Acknowledgments Eric Chan provided feedback and inspiration throughout the design of Halide, and helped compare our local Laplacian filters implementation to his in Camera Raw.  ... 
doi:10.1145/2499370.2462176 fatcat:afs2mud2unentdmcazyg2qhiqq

Processing Panorama Video in Real-time

Håkon Kvale Stensland, Vamsidhar Reddy Gaddam, Marius Tennøe, Espen Helgedagsrud, Mikkel Næss, Henrik Kjus Alstad, Carsten Griwodz, Pål Halvorsen, Dag Johansen
2014 International Journal of Semantic Computing (IJSC)  
Two simple workloads show that we can express multimedia workloads in the system. We also demonstrate the scalability of the designed solution.  ...  We later use the knowledge gained to propose a framework design and language called Parallel Processing Graph (P2G).  ...  Developing workloads in the P2G Kernel Language is effective compared to working with low-level abstractions such as SIMD intrinsics and threads.  ... 
doi:10.1142/s1793351x14400054 fatcat:hafewx3ekrcfpat2osb67fjugi

Abstracts of the 29th Annual Symposium of The Protein Society

2015 Protein Science  
Finally, 19F-NMR was used to study solvent exposure of the complex and its dynamics in solution through relaxation dispersion of the 19F-nucleus at different temperatures.  ...  materials such as QDs at cost and scale.  ...  Multi-protein complexes formed at the origin of transfer (oriT) region of DNA and at the cytoplasmic membrane of the bacterial cell, initiate this process.  ... 
doi:10.1002/pro.2823 pmid:26452528 pmcid:PMC4632850 fatcat:ejmksoqj3zbsrkabl4jyp7emgi

Analyzing the Performance of Graph Neural Networks with Pipe Parallelism [article]

Matthew T. Dearing, Xiaoyan Wang
2021 arXiv   pre-print
of the machine learning techniques applied to these is crucial.  ...  As the scale and complexity of graph-structured datasets increase, such as in expansive social networks, protein folding, chemical interaction networks, and material phase transitions, improving the efficiency  ...  We also thank the DGX team, Daniel Murphy-Olson and Ryan Aydelott, and the Computing, Environment, and Life Sciences directorate at Argonne National Laboratory.  ... 
arXiv:2012.10840v2 fatcat:ygantb35i5ghrkulczmx7dyb2e

Putting Randomized Compiler Testing into Production (Experience Report)

Alastair F. Donaldson, Hugues Evrard, Paul Thomson, Tobias Pape, Robert Hirschfeld
2020 European Conference on Object-Oriented Programming  
We explain the value that GraphicsFuzz has provided in automatically testing the ecosystem of tools for transforming, optimizing and validating Vulkan shaders, and the challenges faced when testing a tool  ...  , or that plug gaps in test coverage.  ...  Acknowledgements We are grateful to David Neto and to the anonymous ECOOP 2020 reviewers for their feedback on an earlier draft of this work.  ... 
doi:10.4230/lipics.ecoop.2020.22 dblp:conf/ecoop/DonaldsonET19 fatcat:bnhiufaowvanlmfuyvqpzbhae4

D9.2.2: Final Software Evaluation Report

Jose Carlos, Guillaume Colin de Verdière, Matthieu Hautreux, Giannis Koutsou
2012 Zenodo  
In this document a presentation of this work has been prepared under four major topics: programming languages, system software and software tools and a preliminary look on hardware.  ...  The characteristics of these prototypes were selected in order to allow investigation into a number of key aspects relevant to high performance computing, namely interconnects, I/O, energy efficiency and  ...  Thus, Energy-to-Solution is best at the highest frequency in the stridden case while it is best at an intermediate frequency level for the random case.  ... 
doi:10.5281/zenodo.6553027 fatcat:6vbrtqizm5eutmmskf44eltoqq

Abstracts from hydrocephalus 2018: the tenth meeting of the International Society for Hydrocephalus and Cerebrospinal Fluid Disorders

2018 Fluids and Barriers of the CNS  
Initial valve pressure of all cases was set at the seven level.  ...  Choroid plexus, striatum, cortex and ependymal tissue were analyzed separately both for mRNA and protein levels.  ...  A final prospective cohort study will verify how the lost cures affect the clinical outcomes in the patient with NPH, analyzing correlations with post-operative early complications and follow up clinical  ... 
doi:10.1186/s12987-018-0119-0 fatcat:mhmwhtxayjghdaenp2er2nvs7a

Ray: A Distributed Framework for Emerging AI Applications [article]

Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, Melih Elibol, Zongheng Yang, William Paul, Michael I. Jordan, Ion Stoica
2018 arXiv   pre-print
The next generation of AI applications will continuously interact with the environment and learn from these interactions.  ...  These applications impose new and demanding systems requirements, both in terms of performance and flexibility.  ...  We are grateful to our anonymous reviewers and our shepherd, Miguel Castro, for thoughtful feedback, which helped improve the quality of this paper.  ... 
arXiv:1712.05889v2 fatcat:odyn47sxe5fstcknououtih4sm

Enabling Serverless Deployment of Large-Scale AI Workloads

Angelos Christidis, Sotiris Moschoyiannis, Ching-Hsien Hsu, Roy Davies
2020 IEEE Access  
This draws upon a real-world case study in intelligent transportation looking at on-demand, real-time predictions of flows of train movements across the UK rail network.  ...  Evaluation of the proposed techniques shows the response time, for varying volumes of queries involving prediction, to remain almost constant (at 50 ms), even as the database scales up to the 250M entries  ...  These architectures place focus on solving the problem at hand and developing a high quality application rather than getting lost in the realm of architectural constraints.  ... 
doi:10.1109/access.2020.2985282 fatcat:pjyqfqhjq5germhr4zxfufixg4

Parallel Programming With Global Asynchronous Memory: Models, C++ Apis And Implementations

Maurizio Drocco, Marco Aldinucci
2017 Zenodo  
In the realm of High Performance Computing (HPC), message passing has been the programming paradigm of choice for over twenty years.  ...  On top of smart pointers, we propose a high-level C++ template library for writing applications in terms of dataflow-like networks, namely GAM nets, consisting of stateful processors exchanging pointers  ...  We mainly focused on this level of abstraction, at the hardware-software interface.  ... 
doi:10.5281/zenodo.1037585 fatcat:ecjm5xj5x5exbfxe3eokl7uneu
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