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Symposium
Mon 15:30 Panel Discussion
Luis Ceze · Cliff Young · Chris Lattner
Remarks
Tue 8:00 Opening Remarks
Alex Dimakis · Ion Stoica · Alexander Smola
Oral
Tue 11:50 Learning Fitness Functions for Machine Programming
Shantanu Mandal · Todd Anderson · Javier Turek · Justin Gottschlich · Shengtian Zhou · Abdullah Muzahid
Oral
Tue 14:10 Data Movement Is All You Need: A Case Study on Optimizing Transformers
Andrei Ivanov · Nikoli Dryden · Tal Ben-Nun · Shigang Li · Torsten Hoefler
Oral
Tue 16:00 PipeMare: Asynchronous Pipeline Parallel DNN Training
Bowen Yang · Jian Zhang · Jonathan Li · Christopher Re · Christopher Aberger · Christopher De Sa
Oral
Tue 16:20 EXPLORING THE LIMITS OF CONCURRENCY IN ML TRAINING ON GOOGLE TPUS
Sameer Kumar · Yu Wang · Cliff Young · James Bradbury · Naveen Kumar · Dehao Chen · Andy Swing
Poster
Tue 17:00 Learning Fitness Functions for Machine Programming
Shantanu Mandal · Todd Anderson · Javier Turek · Justin Gottschlich · Shengtian Zhou · Abdullah Muzahid
Poster
Tue 17:00 EXPLORING THE LIMITS OF CONCURRENCY IN ML TRAINING ON GOOGLE TPUS
Sameer Kumar · Yu Wang · Cliff Young · James Bradbury · Naveen Kumar · Dehao Chen · Andy Swing
Poster
Tue 17:00 Data Movement Is All You Need: A Case Study on Optimizing Transformers
Andrei Ivanov · Nikoli Dryden · Tal Ben-Nun · Shigang Li · Torsten Hoefler
Poster
Tue 17:00 PipeMare: Asynchronous Pipeline Parallel DNN Training
Bowen Yang · Jian Zhang · Jonathan Li · Christopher Re · Christopher Aberger · Christopher De Sa
Oral
Wed 9:10 An Efficient Statistical-based Gradient Compression Technique for Distributed Training Systems
Ahmed M. Abdelmoniem · Ahmed Elzanaty · Mohamed-Slim Alouini · Marco Canini
Oral
Wed 9:50 Don't Forget to Sign the Gradients!
Omid Aramoon · Pin-Yu Chen · Gang Qu