نتائج البحث - "Judd, Patrick"

1

Report

المؤلفون: Micikevicius, Paulius, Stosic, Dusan, Burgess, Neil, Cornea, Marius, Dubey, Pradeep, Grisenthwaite, Richard, Ha, Sangwon, Heinecke, Alexander, Judd, Patrick, Kamalu, John, Mellempudi, Naveen, Oberman, Stuart, Shoeybi, Mohammad, Siu, Michael, Wu, Hao

مصطلحات موضوعية: Computer Science - Machine Learning

URL الوصول: http://arxiv.org/abs/2209.05433

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2

Report

Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation

المؤلفون: Wu, Hao, Judd, Patrick, Zhang, Xiaojie, Isaev, Mikhail, Micikevicius, Paulius

مصطلحات موضوعية: Computer Science - Machine Learning, Statistics - Machine Learning

URL الوصول: http://arxiv.org/abs/2004.09602

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3

Report

DPRed: Making Typical Activation and Weight Values Matter In Deep Learning Computing

المؤلفون: Delmas, Alberto, Sharify, Sayeh, Judd, Patrick, Siu, Kevin, Nikolic, Milos, Moshovos, Andreas

مصطلحات موضوعية: Computer Science - Neural and Evolutionary Computing

URL الوصول: http://arxiv.org/abs/1804.06732

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4

Report

Bit-Tactical: Exploiting Ineffectual Computations in Convolutional Neural Networks: Which, Why, and How

المؤلفون: Delmas, Alberto, Judd, Patrick, Stuart, Dylan Malone, Poulos, Zissis, Mahmoud, Mostafa, Sharify, Sayeh, Nikolic, Milos, Moshovos, Andreas

مصطلحات موضوعية: Computer Science - Neural and Evolutionary Computing

URL الوصول: http://arxiv.org/abs/1803.03688

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5

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Tartan: Accelerating Fully-Connected and Convolutional Layers in Deep Learning Networks by Exploiting Numerical Precision Variability

المؤلفون: Delmas, Alberto, Sharify, Sayeh, Judd, Patrick, Moshovos, Andreas

مصطلحات موضوعية: Computer Science - Neural and Evolutionary Computing

URL الوصول: http://arxiv.org/abs/1707.09068

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6

Report

Loom: Exploiting Weight and Activation Precisions to Accelerate Convolutional Neural Networks

المؤلفون: Sharify, Sayeh, Lascorz, Alberto Delmas, Siu, Kevin, Judd, Patrick, Moshovos, Andreas

مصطلحات موضوعية: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Hardware Architecture, Computer Science - Learning

URL الوصول: http://arxiv.org/abs/1706.07853

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7

Report

Dynamic Stripes: Exploiting the Dynamic Precision Requirements of Activation Values in Neural Networks

المؤلفون: Delmas, Alberto, Judd, Patrick, Sharify, Sayeh, Moshovos, Andreas

مصطلحات موضوعية: Computer Science - Neural and Evolutionary Computing, Computer Science - Learning

URL الوصول: http://arxiv.org/abs/1706.00504

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8

Report

Cnvlutin2: Ineffectual-Activation-and-Weight-Free Deep Neural Network Computing

المؤلفون: Judd, Patrick, Delmas, Alberto, Sharify, Sayeh, Moshovos, Andreas

مصطلحات موضوعية: Computer Science - Learning

URL الوصول: http://arxiv.org/abs/1705.00125

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9

Report

Reduced-Precision Strategies for Bounded Memory in Deep Neural Nets

المؤلفون: Judd, Patrick, Albericio, Jorge, Hetherington, Tayler, Aamodt, Tor, Jerger, Natalie Enright, Urtasun, Raquel, Moshovos, Andreas

مصطلحات موضوعية: Computer Science - Learning, Computer Science - Neural and Evolutionary Computing

URL الوصول: http://arxiv.org/abs/1511.05236

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10

Conference

Bit-Tactical ; A Software/Hardware Approach to Exploiting Value and Bit Sparsity in Neural Networks

المؤلفون: Delmas Lascorz, Alberto, Judd, Patrick, Stuart, Dylan Malone, Poulos, Zissis, Mahmoud, Mostafa, Sharify, Sayeh, Nikolic, Milos, Siu, Kevin, Moshovos, Andreas

المصدر: Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems

الاتاحة: http://dx.doi.org/10.1145/3297858.3304041
https://dl.acm.org/doi/pdf/10.1145/3297858.3304041

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11

Conference

ShapeShifter ; Enabling Fine-Grain Data Width Adaptation in Deep Learning

المؤلفون: Lascorz, Alberto Delmás, Sharify, Sayeh, Edo, Isak, Stuart, Dylan Malone, Awad, Omar Mohamed, Judd, Patrick, Mahmoud, Mostafa, Nikolic, Milos, Siu, Kevin, Poulos, Zissis, Moshovos, Andreas

المساهمون: Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada

المصدر: Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture

الاتاحة: http://dx.doi.org/10.1145/3352460.3358295
https://dl.acm.org/doi/pdf/10.1145/3352460.3358295

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12

MLPerf Inference quantized BERT ONNX Model on SQuAD v1.1 dataset

المؤلفون: Huang, Po-Han, Forster, Christopher, Sequeira, Dilip, Wu, Hao, Judd, Patrick

Relation: https://doi.org/10.5281/zenodo.3739582; https://doi.org/10.5281/zenodo.3739583; oai:zenodo.org:3739583

الاتاحة: https://doi.org/10.5281/zenodo.3739583

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13

Conference

Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning

المؤلفون: Moshovos, Andreas, Albericio, Jorge, Judd, Patrick, Delmas, Alberto, Sharify, Sayeh, Mahmoud, Mostafa, Hetherington, Tayler, Nikolic, Milos, Stuart, Dylan Malone, Siu, Kevin, Poulos, Zissis, Aamodt, Tor, Jerger, Natalie Enright

المصدر: 2018 16th IEEE International New Circuits and Systems Conference (NEWCAS) ; volume abs 1706 504, page 356-360

الاتاحة: http://dx.doi.org/10.1109/newcas.2018.8585656
http://xplorestaging.ieee.org/ielx7/8572699/8585422/08585656.pdf?arnumber=8585656

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14

Conference

Loom: Exploiting Weight and Activation Precisions to Accelerate Convolutional Neural Networks

المؤلفون: Sharify, Sayeh, Lascorz, Alberto Delmas, Siu, Kevin, Judd, Patrick, Moshovos, Andreas

المصدر: 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC)

الاتاحة: http://dx.doi.org/10.1109/dac.2018.8465915
http://xplorestaging.ieee.org/ielx7/8430031/8465567/08465915.pdf?arnumber=8465915

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15

Conference

Bit-pragmatic deep neural network computing

المؤلفون: Albericio, Jorge, Delmás, Alberto, Judd, Patrick, Sharify, Sayeh, O'Leary, Gerard, Genov, Roman, Moshovos, Andreas

المساهمون: NSERC

المصدر: Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture

الاتاحة: http://dx.doi.org/10.1145/3123939.3123982
https://dl.acm.org/doi/pdf/10.1145/3123939.3123982

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16

Academic Journal

Value-Based Deep-Learning Acceleration

المؤلفون: Moshovos, Andreas, Albericio, Jorge, Judd, Patrick, Delmas Lascorz, Alberto, Sharify, Sayeh, Hetherington, Tayler, Aamodt, Tor, Enright Jerger, Natalie

المصدر: IEEE Micro ; volume 38, issue 1, page 41-55 ; ISSN 0272-1732 1937-4143

الاتاحة: http://dx.doi.org/10.1109/mm.2018.112130309
http://xplorestaging.ieee.org/ielx7/40/8301101/08259428.pdf?arnumber=8259428

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17

Academic Journal

Proteus: Exploiting precision variability in deep neural networks

المؤلفون: Judd, Patrick, Albericio, Jorge, Hetherington, Tayler, Aamodt, Tor, Enright Jerger, Natalie, Urtasun, Raquel, Moshovos, Andreas

المساهمون: NSERC

المصدر: Parallel Computing ; volume 73, page 40-51 ; ISSN 0167-8191

الاتاحة: http://dx.doi.org/10.1016/j.parco.2017.05.003
https://api.elsevier.com/content/article/PII:S0167819117300741?httpAccept=text/xml
https://api.elsevier.com/content/article/PII:S0167819117300741?httpAccept=text/plain

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18

Conference

Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing

المؤلفون: Albericio, Jorge, Judd, Patrick, Hetherington, Tayler, Aamodt, Tor, Jerger, Natalie Enright, Moshovos, Andreas

المصدر: 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA) ; page 1-13

الاتاحة: http://dx.doi.org/10.1109/isca.2016.11
http://xplorestaging.ieee.org/ielx7/7551325/7551326/07551378.pdf?arnumber=7551378

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19

Conference

Stripes: Bit-serial deep neural network computing

المؤلفون: Judd, Patrick, Albericio, Jorge, Hetherington, Tayler, Aamodt, Tor M., Moshovos, Andreas

المصدر: 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)

الاتاحة: http://dx.doi.org/10.1109/micro.2016.7783722
http://xplorestaging.ieee.org/ielx7/7777315/7783693/07783722.pdf?arnumber=7783722

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20

Conference

Proteus ; Exploiting Numerical Precision Variability in Deep Neural Networks

المؤلفون: Judd, Patrick, Albericio, Jorge, Hetherington, Tayler, Aamodt, Tor M., Jerger, Natalie Enright, Moshovos, Andreas

المصدر: Proceedings of the 2016 International Conference on Supercomputing

الاتاحة: http://dx.doi.org/10.1145/2925426.2926294
https://dl.acm.org/doi/pdf/10.1145/2925426.2926294

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