10 results (0.008 seconds)
1) "AGGREGATHOR: Byzantine Machine Learning via Robust Gradient Aggregation"
Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sebastien Rouault
Where published: SysML'19
Article: PDF
Artifact DOI: 10.5281/zenodo.2548779
Artifact Sources: GitHub
Unified artifact appendix: Link
Automated workflow: Link (CK)
CK repository: Index
Tasks (program workflows):
Reproducible results: Open review via GitHub issues
Some results replicated:
Reproducibility (methodology): yes (link)
index ]   [ CK repository ]
2) "Beyond Data and Model Parallelism for Deep Neural Networks"
Zhihao Jia, Matei Zaharia, Alex Aiken
Where published: SysML'19
Article: PDF
Artifact DOI: 10.5281/zenodo.2549847
Artifact Sources: GitHub
Unified artifact appendix: Link
Some results replicated:
Reproducibility (methodology): yes (link)
index ]  
3) "Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe"
Jiong Gong, Haihao Shen, Guoming Zhang, Xiaoli Liu, Shane Li, Ge Jin, Niharika Maheshwari, Evarist Fomenko, Eden Segal
Where published: ReQuEST-ASPLOS'18
Article DOI: 10.1145/3229762.3229763
Artifact DOI: 10.1145/3229769
Artifact Sources: GitHub
Unified artifact appendix: Link
Automated workflow: Link (CK)
CK repository: Index
Tasks (program workflows):
Reproducible results: CK format
Reproducibility (methodology): yes (link)
Dashboard with results: cKnowledge.org/dashboard/request.asplos18
index ]   [ paper ] [ CK repository ]
4) "Kernel machines that adapt to GPUs for effective large batch training"
Siyuan Ma, Mikhail Belkin
Where published: SysML'19
Article: PDF
Artifact DOI: 10.5281/zenodo.2574996
Artifact Sources: GitHub
Unified artifact appendix: Link
Some results replicated:
Reproducibility (methodology): yes (link)
index ]  
5) "Leveraging the VTA-TVM Hardware-Software Stack for FPGA Acceleration of 8-bit ResNet-18 Inference"
Thierry Moreau, Tianqi Chen, Luis Ceze
Where published: ReQuEST-ASPLOS'18
Article DOI: 10.1145/3229762.3229766
Artifact DOI: 10.1145/3229772
Artifact Sources: GitHub
Unified artifact appendix: Link
Automated workflow: Link (CK)
CK repository: Index
Tasks (program workflows):
Reproducible results: CK format
Reproducibility (methodology): yes (link)
Dashboard with results: cKnowledge.org/dashboard/request.asplos18
index ]   [ paper ] [ CK repository ]
6) "Multi-objective autotuning of MobileNets across the full software/hardware stack"
Anton Lokhmotov, Nikolay Chunosov, Flavio Vella, Grigori Fursin
Where published: ReQuEST-ASPLOS'18
Article DOI: 10.1145/3229762.3229767
Artifact DOI: 10.1145/3229773
Artifact Sources: GitHub
Unified artifact appendix: Link
Automated workflow: Link (CK)
CK repository: Index
Tasks (program workflows):
Reproducible results: CK format
Reproducibility (methodology): yes (link)
Dashboard with results: cKnowledge.org/dashboard/request.asplos18
index ]   [ paper ] [ CK repository ]
7) "Optimizing Deep Learning Workloads on ARM GPU with TVM"
Lianmin Zheng, Tianqi Chen
Where published: ReQuEST-ASPLOS'18
Article DOI: 10.1145/3229762.3229764
Artifact DOI: 10.1145/3229770
Artifact Sources: GitHUB
Unified artifact appendix: Link
Automated workflow: Link (CK)
CK repository: Index
Tasks (program workflows):
Reproducible results: CK format
Reproducibility (methodology): yes (link)
Dashboard with results: cKnowledge.org/dashboard/request.asplos18
index ]   [ paper ] [ CK repository ]
8) "Optimizing DNN Computation with Relaxed Graph Substitutions"
Zhihao Jia, James Thomas, Todd Warszawski, Mingyu Gao, Matei Zaharia, Alex Aiken
Where published: SysML'19
Article: PDF
Artifact DOI: 10.5281/zenodo.2549853
Artifact Sources: GitHub
Unified artifact appendix: Link
Some results replicated:
Reproducibility (methodology): yes (link)
index ]  
9) "Priority-based Parameter Propagation for Distributed DNN Training"
Anand Jayarajan, Jinliang Wei, Garth Gibson, Alexandra Fedorova, Gennady Pekhimenko
Where published: SysML'19
Article: PDF
Artifact DOI: 10.5281/zenodo.2549852
Artifact Sources: GitHub
Unified artifact appendix: Link
Automated workflow: Link (CK)
CK repository: Index
Tasks (program workflows):
Reproducible results: https://github.com/ctuning/reproduce-sysml19-paper-p3/issues
Some results replicated:
Reproducibility (methodology): yes (link)
index ]   [ CK repository ]
10) "Real-Time Image Recognition Using Collaborative IoT Devices"
Ramyad Hadidi, Jiashen Cao, Matthew Woodward, Michael S. Ryoo, Hyesoon Kim
Where published: ReQuEST-ASPLOS'18
Article DOI: 10.1145/3229762.3229765
Artifact DOI: 10.1145/3229771
Artifact Sources: GitHub
Unified artifact appendix: Link
Automated workflow: Link (CK)
CK repository: Index
Tasks (program workflows):
Reproducible results: CK format
Reproducibility (methodology): yes (link)
Dashboard with results: cKnowledge.org/dashboard/request.asplos18
index ]   [ paper ] [ CK repository ]