Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox
Picture for Tal Ben-Nun

Tal Ben-Nun
Alert button

Performance Embeddings: A Similarity-based Approach to Automatic Performance Optimization


Mar 14, 2023
Lukas Trümper, Tal Ben-Nun, Philipp Schaad, Alexandru Calotoiu, Torsten Hoefler

Add code
Alert button

Figure 1 for Performance Embeddings: A Similarity-based Approach to Automatic Performance Optimization
Figure 2 for Performance Embeddings: A Similarity-based Approach to Automatic Performance Optimization
Figure 3 for Performance Embeddings: A Similarity-based Approach to Automatic Performance Optimization
Figure 4 for Performance Embeddings: A Similarity-based Approach to Automatic Performance Optimization

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Theory of I/O-Efficient Sparse Neural Network Inference


Jan 03, 2023
Niels Gleinig, Tal Ben-Nun, Torsten Hoefler

Add code
Alert button

Figure 1 for A Theory of I/O-Efficient Sparse Neural Network Inference
Figure 2 for A Theory of I/O-Efficient Sparse Neural Network Inference
Figure 3 for A Theory of I/O-Efficient Sparse Neural Network Inference
Figure 4 for A Theory of I/O-Efficient Sparse Neural Network Inference

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast


Jun 29, 2022
Saleh Ashkboos, Langwen Huang, Nikoli Dryden, Tal Ben-Nun, Peter Dueben, Lukas Gianinazzi, Luca Kummer, Torsten Hoefler

Add code
Alert button

Figure 1 for ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast
Figure 2 for ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast
Figure 3 for ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast
Figure 4 for ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Data-Centric Optimization Framework for Machine Learning


Oct 20, 2021
Oliver Rausch, Tal Ben-Nun, Nikoli Dryden, Andrei Ivanov, Shigang Li, Torsten Hoefler

Add code
Alert button

Figure 1 for A Data-Centric Optimization Framework for Machine Learning
Figure 2 for A Data-Centric Optimization Framework for Machine Learning
Figure 3 for A Data-Centric Optimization Framework for Machine Learning
Figure 4 for A Data-Centric Optimization Framework for Machine Learning

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning Combinatorial Node Labeling Algorithms


Jun 15, 2021
Lukas Gianinazzi, Maximilian Fries, Nikoli Dryden, Tal Ben-Nun, Maciej Besta, Torsten Hoefler

Add code
Alert button

Figure 1 for Learning Combinatorial Node Labeling Algorithms
Figure 2 for Learning Combinatorial Node Labeling Algorithms
Figure 3 for Learning Combinatorial Node Labeling Algorithms
Figure 4 for Learning Combinatorial Node Labeling Algorithms

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks


Jan 31, 2021
Torsten Hoefler, Dan Alistarh, Tal Ben-Nun, Nikoli Dryden, Alexandra Peste

Add code
Alert button

Figure 1 for Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks
Figure 2 for Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks
Figure 3 for Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks
Figure 4 for Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks
* 90 pages, 26 figures 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Clairvoyant Prefetching for Distributed Machine Learning I/O


Jan 21, 2021
Roman Böhringer, Nikoli Dryden, Tal Ben-Nun, Torsten Hoefler

Add code
Alert button

Figure 1 for Clairvoyant Prefetching for Distributed Machine Learning I/O
Figure 2 for Clairvoyant Prefetching for Distributed Machine Learning I/O
Figure 3 for Clairvoyant Prefetching for Distributed Machine Learning I/O
Figure 4 for Clairvoyant Prefetching for Distributed Machine Learning I/O
* 15 pages, 11 figures 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Deep Data Flow Analysis


Nov 21, 2020
Chris Cummins, Hugh Leather, Zacharias Fisches, Tal Ben-Nun, Torsten Hoefler, Michael O'Boyle

Add code
Alert button

Figure 1 for Deep Data Flow Analysis
Figure 2 for Deep Data Flow Analysis
Figure 3 for Deep Data Flow Analysis
Figure 4 for Deep Data Flow Analysis
* 9 pages, plus appendices. arXiv admin note: text overlap with arXiv:2003.10536 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Data Movement Is All You Need: A Case Study on Optimizing Transformers


Jul 02, 2020
Andrei Ivanov, Nikoli Dryden, Tal Ben-Nun, Shigang Li, Torsten Hoefler

Add code
Alert button

Figure 1 for Data Movement Is All You Need: A Case Study on Optimizing Transformers
Figure 2 for Data Movement Is All You Need: A Case Study on Optimizing Transformers
Figure 3 for Data Movement Is All You Need: A Case Study on Optimizing Transformers
Figure 4 for Data Movement Is All You Need: A Case Study on Optimizing Transformers
* 15 pages, 6 figures; minor clarifications and style updates 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
>>