|
+
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|
Deep Residual Learning for Image Recognition
|
2016
|
Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
|
6
|
|
+
|
AIBench: An Industry Standard Internet Service AI Benchmark Suite
|
2019
|
Wanling Gao
Fei Tang
Lei Wang
Jianfeng Zhan
Chunxin Lan
Chunjie Luo
Yunyou Huang
Zheng Chen
Jiahui Dai
Zheng Cao
|
5
|
|
+
PDF
Chat
|
Edge AIBench: Towards Comprehensive End-to-End Edge Computing Benchmarking
|
2019
|
Tianshu Hao
Yunyou Huang
Xu Wen
Wanling Gao
Fan Zhang
Zheng Chen
Lei Wang
Hainan Ye
Kai Hwang
Zujie Ren
|
5
|
|
+
PDF
Chat
|
Fathom: reference workloads for modern deep learning methods
|
2016
|
Robert Adolf
Saketh Rama
Brandon Reagen
Gu-Yeon Wei
David Brooks
|
5
|
|
+
PDF
Chat
|
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
|
2014
|
Ross Girshick
Jeff Donahue
Trevor Darrell
Jitendra Malik
|
4
|
|
+
PDF
Chat
|
HPC AI500: A Benchmark Suite for HPC AI Systems
|
2019
|
Zihan Jiang
Wanling Gao
Lei Wang
Xingwang Xiong
Yuchen Zhang
Xu Wen
Chunjie Luo
Hainan Ye
Xiaoyi Lu
Yunquan Zhang
|
4
|
|
+
PDF
Chat
|
A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning
|
2019
|
Tal BenâNun
Maciej Besta
Simon Huber
Alexandros Nikolaos Ziogas
Daniel Peter
Torsten Hoefler
|
3
|
|
+
|
AIBench: Scenario-distilling AI Benchmarking.
|
2020
|
Wanling Gao
Fei Tang
Jianfeng Zhan
Xu Wen
Lei Wang
Zheng Cao
Chuanxin Lan
Chunjie Luo
Zihan Jiang
|
3
|
|
+
|
MLPerf Training Benchmark
|
2019
|
Peter Mattson
Christine Cheng
Cody Coleman
Greg Diamos
Paulius Micikevicius
David E. Patterson
Hanlin Tang
Gu-Yeon Wei
Peter Bailis
Victor Bittorf
|
3
|
|
+
PDF
Chat
|
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
|
2017
|
Jun-Yan Zhu
Taesung Park
Phillip Isola
Alexei A. Efros
|
3
|
|
+
|
TBD: Benchmarking and Analyzing Deep Neural Network Training
|
2018
|
Hongyu Zhu
Mohamed Akrout
Bojian Zheng
Andrew Pelegris
Amar Phanishayee
Bianca Schroeder
Gennady Pekhimenko
|
3
|
|
+
|
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events
|
2016
|
Evan Racah
Christopher Beckham
Tegan Maharaj
Samira Ebrahimi Kahou
Prabhat
Christopher Pal
|
3
|
|
+
PDF
Chat
|
CosmoFlow: Using Deep Learning to Learn the Universe at Scale
|
2018
|
Amrita Mathuriya
Deborah Bard
P. J. Mendygral
Lawrence Meadows
James Arnemann
Lei Shao
Siyu He
Tuomas KÀrnÀ
Diana Moise
S. J. Pennycook
|
3
|
|
+
|
Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in Climate Datasets
|
2016
|
Yunjie Liu
Evan Racah
Prabhat
Joaquin Correa
Amir Khosrowshahi
David A. Lavers
Kenneth E. Kunkel
Michael Wehner
William D. Collins
|
3
|
|
+
|
Scaling GRPC Tensorflow on 512 nodes of Cori Supercomputer
|
2017
|
Amrita Mathuriya
Thorsten Kurth
Vivek Rane
Mustafa Mustafa
Lei Shao
Debbie Bard
Prabhat
Victor W. Lee
|
3
|
|
+
PDF
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BenchIP: Benchmarking Intelligence Processors
|
2018
|
Jinhua Tao
Zidong Du
Qi Guo
Huiying Lan
Lei Zhang
Shengyuan Zhou
Lingjie Xu
Cong Liu
Haifeng Liu
Shan Tang
|
3
|
|
+
PDF
Chat
|
Higgs boson production at the LHC
|
1995
|
M. Spira
A. Djouadi
Dirk Graudenz
R.M. Zerwas
|
2
|
|
+
PDF
Chat
|
Deep learning in color: towards automated quark/gluon jet discrimination
|
2017
|
Patrick Komiske
Eric Metodiev
Matthew D. Schwartz
|
2
|
|
+
|
HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking
|
2021
|
Zihan Jiang
Wanling Gao
Fei Tang
Xingwang Xiong
Lei Wang
Chuanxin Lan
Chunjie Luo
Hongxiao Li
Jianfeng Zhan
|
2
|
|
+
PDF
Chat
|
FaceNet: A unified embedding for face recognition and clustering
|
2015
|
Florian Schroff
Dmitry Kalenichenko
James Philbin
|
2
|
|
+
|
Deep Learning Recommendation Model for Personalization and Recommendation Systems
|
2019
|
Maxim Naumov
Dheevatsa Mudigere
Hao-Jun Michael Shi
Jianyu Huang
Narayanan Sundaraman
Jongsoo Park
Xiaodong Wang
Udit Gupta
Carole-Jean Wu
Alisson G. Azzolini
|
2
|
|
+
|
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices
|
2020
|
Chunjie Luo
Xiwen He
Jianfeng Zhan
Lei Wang
Wanling Gao
Jiahui Dai
|
2
|
|
+
PDF
Chat
|
BigDataBench: A big data benchmark suite from internet services
|
2014
|
Lei Wang
Jianfeng Zhan
Chunjie Luo
Yuqing Zhu
Qiang Yang
Yongqiang He
Wanling Gao
Zhen Jia
Yingjie Shi
Shujie Zhang
|
2
|
|
+
|
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
|
2015
|
Sergey Ioffe
Christian Szegedy
|
2
|
|
+
|
AIBench Scenario: Scenario-distilling AI Benchmarking
|
2020
|
Wanling Gao
Fei Tang
Jianfeng Zhan
Xu Wen
Lei Wang
Zheng Cao
Chuanxin Lan
Chunjie Luo
Xiaoli Liu
Zihan Jiang
|
2
|
|
+
|
Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules
|
2018
|
Rafael GĂłmezâBombarelli
Jennifer N. Wei
David Duvenaud
José Miguel Hernåndez-Lobato
BenjamĂn SĂĄnchez-Lengeling
Dennis Sheberla
Jorge AguileraâIparraguirre
Timothy Hirzel
Ryan P. Adams
AlĂĄn AspuruâGuzik
|
2
|
|
+
|
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
|
2015
|
Alec Radford
Luke Metz
Soumith Chintala
|
2
|
|
+
|
Extremely Large Minibatch SGD: Training ResNet-50 on ImageNet in 15 Minutes
|
2017
|
Takuya Akiba
Shuji Suzuki
Keisuke Fukuda
|
2
|
|
+
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Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC
|
2018
|
W. Bhimji
Steven Farrell
Thorsten Kurth
M. Paganini
Prabhat
Evan Racah
|
2
|
|
+
PDF
Chat
|
Jet-images â deep learning edition
|
2016
|
Luke de Oliveira
M. Kagan
Lester Mackey
Benjamin Nachman
A. Schwartzman
|
2
|
|
+
PDF
Chat
|
PYTHIA 6.4 physics and manual
|
2006
|
Torbjörn Sjöstrand
S. Mrenna
Peter Skands
|
2
|
|
+
|
Attention is All you Need
|
2017
|
Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
|
2
|
|
+
|
Neural Collaborative Filtering
|
2017
|
Xiangnan He
Lizi Liao
Hanwang Zhang
Liqiang Nie
Xia Hu
TatâSeng Chua
|
2
|
|
+
|
Exascale deep learning for climate analytics
|
2018
|
Thorsten Kurth
Sean Treichler
Joshua Romero
Mayur Mudigonda
Nathan Luehr
Everett Phillips
Ankur Mahesh
Michael A. Matheson
Jack Deslippe
Massimiliano Fatica
|
2
|
|
+
|
Benchmark Analysis of Representative Deep Neural Network Architectures
|
2018
|
Simone Bianco
RĂ©mi CadĂšne
Luigi Celona
Paolo Napoletano
|
2
|
|
+
|
Unsupervised Learning for Physical Interaction through Video Prediction
|
2016
|
Chelsea Finn
Ian J. Goodfellow
Sergey Levine
|
2
|
|
+
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Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
|
2015
|
Dario Amodei
Rishita Anubhai
Eric Battenberg
Carl Case
Jared Casper
Bryan Catanzaro
Jingdong Chen
Mike Chrzanowski
Adam Coates
Greg Diamos
|
2
|
|
+
PDF
Chat
|
Image-to-Image Translation with Conditional Adversarial Networks
|
2017
|
Phillip Isola
Jun-Yan Zhu
Tinghui Zhou
Alexei A. Efros
|
2
|
|
+
|
Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes
|
2018
|
Xianyan Jia
Shutao Song
Wei He
Yangzihao Wang
Haidong Rong
Feihu Zhou
Liqiang Xie
Zhenyu Guo
Yuanzhou Yang
Li-Wei Yu
|
2
|
|
+
PDF
Chat
|
Full Resolution Image Compression with Recurrent Neural Networks
|
2017
|
George Toderici
Damien Vincent
Nick Johnston
Sung Jin Hwang
David Minnen
Joel Shor
Michele Covell
|
2
|
|
+
|
In-Datacenter Performance Analysis of a Tensor Processing Unit
|
2017
|
Norman P. Jouppi
Cliff Young
Nishant Patil
David A. Patterson
Gaurav Agrawal
Raminder Bajwa
S. C. Bates
Suresh Bhatia
Nan Boden
Al Borchers
|
2
|
|
+
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BigDataBench: A Scalable and Unified Big Data and AI Benchmark Suite
|
2018
|
Wanling Gao
Jianfeng Zhan
Lei Wang
Chunjie Luo
Daoyi Zheng
Xu Wen
Rui Ren
Chen Zheng
Xiwen He
Hainan Ye
|
2
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+
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Horovod: fast and easy distributed deep learning in TensorFlow
|
2018
|
Alexander Sergeev
Mike Del Balso
|
2
|
|
+
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Image Classification at Supercomputer Scale
|
2018
|
Chris Ying
Sameer Kumar
Dehao Chen
Tao Wang
Youlong Cheng
|
2
|
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+
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Chat
|
Characterizing data analysis workloads in data centers
|
2013
|
Zhen Jia
Lei Wang
Jianfeng Zhan
Lixin Zhang
Chunjie Luo
|
2
|
|
+
PDF
Chat
|
Benchmarking State-of-the-Art Deep Learning Software Tools
|
2016
|
Shaohuai Shi
Qiang Wang
Pengfei Xu
Xiaowen Chu
|
2
|
|
+
|
TensorFlow: A system for large-scale machine learning
|
2016
|
MartıÌn Abadi
Paul Barham
Jianmin Chen
Zhifeng Chen
Andy Davis
Jay B. Dean
Matthieu Devin
Sanjay Ghemawat
Geoffrey Irving
Michael Isard
|
2
|
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+
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Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge
|
2016
|
Oriol Vinyals
Alexander Toshev
Samy Bengio
Dumitru Erhan
|
2
|
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+
PDF
Chat
|
Exascale Deep Learning for Climate Analytics
|
2018
|
Thorsten Kurth
Sean Treichler
Joshua Romero
Mayur Mudigonda
Nathan Luehr
Everett Phillips
A Mahesh
Michael A. Matheson
Jack Deslippe
Massimiliano Fatica
|
2
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+
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
|
2016
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
|
2
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