Distill: Domain-Specific Compilation for Cognitive Models (CGO 2022 - Main Conference)

Who

Jan Vesely, Raghavendra Pradyumna Pothukuchi, Ketaki Joshi, Samyak Gupta, Jonathan Cohen, Abhishek Bhattacharjee

Track

CGO 2022 Main Conference

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When

Tue 5 Apr 2022 10:35 - 10:50 - Session #4: AI Systems Chair(s): Jacques Pienaar

Link to Publication

https://whova.com/portal/webapp/ppopp_202204/Agenda/2239127

Jan Vesely

Yale University

Raghavendra Pradyumna Pothukuchi

Yale University

Ketaki Joshi

Yale University

Samyak Gupta

Princeton University

Jonathan Cohen

Princeton University

Abhishek Bhattacharjee

Yale University

Time Zone

The program is currently displayed in (GMT-04:00) Eastern Time (US & Canada).

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The GMT offsets shown reflect the offsets at the moment of the conference.

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Session Program

Tue 5 Apr
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10:20 - 11:20	Session #4: AI SystemsMain Conference Chair(s): Jacques Pienaar Google, USA

10:20 15m Talk		SPNC: An Open-Source MLIR-based Compiler for Fast Sum-Product Network Inference on CPUs and GPUs Main Conference Lukas Sommer TU Darmstadt, Cristian Axenie Huawei Munich Research Center, Andreas Koch TU Darmstadt Link to publication
10:35 15m Talk		Distill: Domain-Specific Compilation for Cognitive Models Main Conference Jan Vesely Yale University, Raghavendra Pradyumna Pothukuchi Yale University, Ketaki Joshi Yale University, Samyak Gupta Princeton University, Jonathan Cohen Princeton University, Abhishek Bhattacharjee Yale University Link to publication
10:50 15m Talk		Optimizing GPU Deep Learning Operators With Polyhedral Scheduling Constraint Injection Main Conference Cedric Bastoul Huawei, Zhen Zhang Huawei , Harenome Razanajato Huawei, Javier de Juan Huawei, Nelson Lossing Huawei, Adilla Susungi Huawei, Etienne Filhol Huawei, Baptiste Jarry Huawei Link to publication
11:05 15m Talk		Comprehensive Accelerator-Dataflow Co-Design Optimization for Convolutional Neural Networks Main Conference Miheer Vaidya University of Utah, Aravind Sukumaran-Rajam Washington State University, Atanas Rountev Ohio State University, Ponnuswamy Sadayappan University of Utah Link to publication