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PLDI 2021
(
series
) /
LCTES 2021 (
series
) /
Languages, Compilers, Tools and Theory of Embedded Systems
/
Optimus: Towards Optimal Layer-Fusion on DeepLearning Processors
Who
Xuyi Cai
,
Ying Wang
,
Lei Zhang
Track
LCTES 2021
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When
Tue 22 Jun 2021 13:55 - 14:20 at
LCTES
-
Section 2 Optimization I (Session Chair: Albert Cheng)+ Section 3 Analysis I
Xuyi Cai
ICT CAS
Ying Wang
ICT CAS
Lei Zhang
ICT CAS
Program Display Configuration
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(GMT-06:00) Easter Island
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(GMT-04:00) Santiago
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(GMT+02:00) Harare, Pretoria
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(GMT+12:00) Fiji, Kamchatka, Marshall Is.
(GMT+12:45) Chatham Islands
(GMT+13:00) Nuku'alofa
(GMT+14:00) Kiritimati
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.
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Session Program
Tue 22 Jun
Displayed time zone:
Eastern Time (US & Canada)
change
13:30 - 16:15
Section 2 Optimization I (Session Chair: Albert Cheng)+ Section 3 Analysis I
LCTES
at
LCTES
13:30
25m
Full-paper
HyFM: Function Merging for Free
LCTES
Rodrigo C. O. Rocha
University of Edinburgh, UK
,
Pavlos Petoumenos
University of Manchester, UK
,
Zheng Wang
University of Leeds, UK
,
Murray Cole
University of Edinburgh, UK
,
Hugh Leather
Facebook
,
Kim Hazelwood
Facebook AI Research
13:55
25m
Full-paper
Optimus: Towards Optimal Layer-Fusion on DeepLearning Processors
LCTES
Xuyi Cai
ICT CAS
,
Ying Wang
ICT CAS
,
Lei Zhang
ICT CAS
14:20
25m
Full-paper
Robust I/O-compute Concurrency for Machine Learning Pipelines in Constrained Cyber-physical Devices
LCTES
Jayaraj Poroor
JIFFY.ai
,
Akash Lal
Microsoft Research
,
Sandesh Ghanta
Amrita Vishwa Vidyapeetham
14:45
30m
Break
Break
LCTES
15:15
25m
Full-paper
Annotate Once - Analyze Anywhere: Context-Aware WCET Analysis by User-Defined Abstractions
LCTES
Simon Schuster
Friedrich-Alexander University Erlangen-Nürnberg (FAU)
,
Peter Wägemann
Friedrich-Alexander University Erlangen-Nürnberg (FAU)
,
Peter Ulbrich
Technische Universität Dortmund
,
Wolfgang Schröder-Preikschat
Friedrich-Alexander University Erlangen-Nürnberg (FAU)
15:40
25m
Full-paper
Simple, Light, yet Formally Verified, Global Common Subexpression Elimination and Loop-invariant Code Motion
LCTES
David Monniaux
CNRS/VERIMAG
,
Cyril Six
Kalray / Grenoble Alps University / CNRS / Grenoble INP / VERIMAG
16:05
10m
Short-paper
WIP:Selective Path-sensitive Interval Analysis
LCTES
Bharti Chimdyalwar
Tata Consultancy Services
,
Shrawan Kumar
Tata Cosultancy Services
x
Sun 22 Dec 02:03