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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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10
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Full Resolution Image Compression with Recurrent Neural Networks
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2017
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George Toderici
Damien Vincent
Nick Johnston
Sung Jin Hwang
David Minnen
Joel Shor
Michele Covell
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7
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Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
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2017
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Jun-Yan Zhu
Taesung Park
Phillip Isola
Alexei A. Efros
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7
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FaceNet: A unified embedding for face recognition and clustering
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2015
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Florian Schroff
Dmitry Kalenichenko
James Philbin
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7
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BigDataBench: A Scalable and Unified Big Data and AI Benchmark Suite
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2018
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Wanling Gao
Jianfeng Zhan
Lei Wang
Chunjie Luo
Daoyi Zheng
Xu Wen
Rui Ren
Chen Zheng
Xiwen He
Hainan Ye
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7
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Fathom: reference workloads for modern deep learning methods
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2016
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Robert Adolf
Saketh Rama
Brandon Reagen
Gu-Yeon Wei
David Brooks
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7
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MLPerf Training Benchmark
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2019
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Peter Mattson
Christine Cheng
Cody Coleman
Greg Diamos
Paulius Micikevicius
David E. Patterson
Hanlin Tang
Gu-Yeon Wei
Peter Bailis
Victor Bittorf
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7
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Neural Collaborative Filtering
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2017
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Xiangnan He
Lizi Liao
Hanwang Zhang
Liqiang Nie
Xia Hu
TatâSeng Chua
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6
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Unsupervised Learning for Physical Interaction through Video Prediction
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2016
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Chelsea Finn
Ian J. Goodfellow
Sergey Levine
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6
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Edge AIBench: Towards Comprehensive End-to-End Edge Computing Benchmarking
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2019
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Tianshu Hao
Yunyou Huang
Xu Wen
Wanling Gao
Fan Zhang
Zheng Chen
Lei Wang
Hainan Ye
Kai Hwang
Zujie Ren
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6
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TBD: Benchmarking and Analyzing Deep Neural Network Training
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2018
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Hongyu Zhu
Mohamed Akrout
Bojian Zheng
Andrew Pelegris
Amar Phanishayee
Bianca Schroeder
Gennady Pekhimenko
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6
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Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
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2015
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Dario Amodei
Rishita Anubhai
Eric Battenberg
Carl Case
Jared Casper
Bryan Catanzaro
Jingdong Chen
Mike Chrzanowski
Adam Coates
Greg Diamos
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6
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TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
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2016
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MartıÌn Abadi
Ashish Agarwal
Paul Barham
Eugene Brevdo
Zhifeng Chen
Craig Citro
Gregory S. Corrado
Andy Davis
Jay B. Dean
Matthieu Devin
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6
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Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge
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2016
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Oriol Vinyals
Alexander Toshev
Samy Bengio
Dumitru Erhan
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6
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Attention is All you Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
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6
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BenchCouncil's View on Benchmarking AI and Other Emerging Workloads
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2019
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Jianfeng Zhan
Lei Wang
Wanling Gao
Rui Ren
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5
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Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond
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2016
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Ramesh Nallapati
Bowen Zhou
CĂcero dos Santos
Ăaǧlar GĂŒlçehre
Bing Xiang
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5
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HPC AI500: A Benchmark Suite for HPC AI Systems
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2019
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Zihan Jiang
Wanling Gao
Lei Wang
Xingwang Xiong
Yuchen Zhang
Xu Wen
Chunjie Luo
Hainan Ye
Xiaoyi Lu
Yunquan Zhang
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5
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FastText.zip: Compressing text classification models
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2016
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Armand Joulin
Ădouard Grave
Piotr Bojanowski
Matthijs Douze
Hervé Jeǔou
TomĂĄĆĄ Mikolov
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5
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In-Datacenter Performance Analysis of a Tensor Processing Unit
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2017
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Norman P. Jouppi
Cliff Young
Nishant Patil
David A. Patterson
Gaurav Agrawal
Raminder Bajwa
S. C. Bates
Suresh Bhatia
Nan Boden
Al Borchers
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4
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Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks
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2018
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Yabo Ni
Dan Ou
Shichen Liu
Xiang Li
Wenwu Ou
Anxiang Zeng
Luo Si
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4
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Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision
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2016
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Xinchen Yan
Shuicheng Yan
Ersin Yumer
Yijie Guo
Honglak Lee
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4
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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2016
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
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4
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TensorFlow-Serving: Flexible, High-Performance ML Serving
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2017
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Christopher Olston
Fangwei Li
Jeremiah Harmsen
Jordan Soyke
Kiril Gorovoy
Li Lao
Noah Fiedel
Sukriti Ramesh
Vinu Rajashekhar
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4
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MLModelScope: A Distributed Platform for ML Model Evaluation and Benchmarking at Scale
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2019
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Abdul Dakkak
Cheng Li
Jinjun Xiong
Wenâmei Hwu
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3
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AIBench: Scenario-distilling AI Benchmarking.
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2020
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Wanling Gao
Fei Tang
Jianfeng Zhan
Xu Wen
Lei Wang
Zheng Cao
Chuanxin Lan
Chunjie Luo
Zihan Jiang
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3
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AIBench: An Industry Standard Internet Service AI Benchmark Suite
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2019
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Wanling Gao
Fei Tang
Lei Wang
Jianfeng Zhan
Chunxin Lan
Chunjie Luo
Yunyou Huang
Zheng Chen
Jiahui Dai
Zheng Cao
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3
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VGGFace2: A Dataset for Recognising Faces across Pose and Age
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2018
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Qiong Cao
Li Shen
Weidi Xie
Omkar Parkhi
Andrew Zisserman
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BenchIP: Benchmarking Intelligence Processors
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2018
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Jinhua Tao
Zidong Du
Qi Guo
Huiying Lan
Lei Zhang
Shengyuan Zhou
Lingjie Xu
Cong Liu
Haifeng Liu
Shan Tang
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3
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LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop
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2015
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Fisher Yu
Yinda Zhang
Shuran Song
Ari Seff
Jianxiong Xiao
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BigDataBench: A big data benchmark suite from internet services
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2014
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Lei Wang
Jianfeng Zhan
Chunjie Luo
Yuqing Zhu
Qiang Yang
Yongqiang He
Wanling Gao
Zhen Jia
Yingjie Shi
Shujie Zhang
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3
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AIBench Training: Balanced Industry-Standard AI Training Benchmarking
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2021
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Fei Tang
Wanling Gao
Jianfeng Zhan
Chuanxin Lan
Xu Wen
Lei Wang
Chunjie Luo
Zheng Cao
Xingwang Xiong
Zihan Jiang
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3
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Frustrated with replicating claims of a shared model? a solution
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2018
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Abdul Dakkak
Cheng Li
Jinjun Xiong
Wenâmei Hwu
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3
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BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking
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2014
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Zijian Ming
Chunjie Luo
Wanling Gao
Rui Han
Qiang Yang
Lei Wang
Jianfeng Zhan
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3
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Attention Is All You Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
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3
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PDF
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Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
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2014
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Ross Girshick
Jeff Donahue
Trevor Darrell
Jitendra Malik
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2
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Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices
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2020
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Chunjie Luo
Xiwen He
Jianfeng Zhan
Lei Wang
Wanling Gao
Jiahui Dai
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2
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A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning
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2019
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Tal BenâNun
Maciej Besta
Simon Huber
Alexandros Nikolaos Ziogas
Daniel Peter
Torsten Hoefler
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Attention-Based Extraction of Structured Information from Street View Imagery
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2017
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Zbigniew Wojna
Alexander N. Gorban
Dar-Shyang Lee
Kevin Murphy
Qian Yu
Yeqing Li
Julian Ibarz
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2
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Pruning Filters for Efficient ConvNets
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2016
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Hao Li
Asim Kadav
Igor ÄurÄanoviÄ
Hanan Samet
Hans Peter Graf
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2
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Exascale deep learning for climate analytics
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2018
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Thorsten Kurth
Sean Treichler
Joshua Romero
Mayur Mudigonda
Nathan Luehr
Everett Phillips
Ankur Mahesh
Michael A. Matheson
Jack Deslippe
Massimiliano Fatica
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2
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Benchmark Analysis of Representative Deep Neural Network Architectures
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2018
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Simone Bianco
RĂ©mi CadĂšne
Luigi Celona
Paolo Napoletano
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2
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ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events
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2016
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Evan Racah
Christopher Beckham
Tegan Maharaj
Samira Ebrahimi Kahou
Prabhat
Christopher Pal
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CosmoFlow: Using Deep Learning to Learn the Universe at Scale
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2018
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Amrita Mathuriya
Deborah Bard
P. J. Mendygral
Lawrence Meadows
James Arnemann
Lei Shao
Siyu He
Tuomas KÀrnÀ
Diana Moise
S. J. Pennycook
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2
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Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes
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2018
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Xianyan Jia
Shutao Song
Wei He
Yangzihao Wang
Haidong Rong
Feihu Zhou
Liqiang Xie
Zhenyu Guo
Yuanzhou Yang
Li-Wei Yu
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2
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Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System
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2018
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Jiaxi Tang
Ke Wang
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2
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BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking
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2014
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Zijian Ming
Chunjie Luo
Wanling Gao
Rui Han
Qiang Yang
Lei Wang
Jianfeng Zhan
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2
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BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads
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2015
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Rui Han
Shulin Zhan
Chenrong Shao
Junwei Wang
Lizy K. John
Jiangtao Xu
Gang LĂŒ
Lei Wang
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2
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TensorFlow: A system for large-scale machine learning
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2016
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MartıÌn Abadi
Paul Barham
Jianmin Chen
Zhifeng Chen
Andy Davis
Jay B. Dean
Matthieu Devin
Sanjay Ghemawat
Geoffrey Irving
Michael Isard
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2
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Scaling GRPC Tensorflow on 512 nodes of Cori Supercomputer
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2017
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Amrita Mathuriya
Thorsten Kurth
Vivek Rane
Mustafa Mustafa
Lei Shao
Debbie Bard
Prabhat
Victor W. Lee
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2
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