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Oral
Wed Apr 07 09:10 AM -- 09:30 AM (PDT)
An Efficient Statistical-based Gradient Compression Technique for Distributed Training Systems
In Session 5: Gradients and Precision
Ahmed M. Abdelmoniem · Ahmed Elzanaty · Mohamed-Slim Alouini · Marco Canini
Oral
Wed Apr 07 09:30 AM -- 09:50 AM (PDT)
Adaptive Gradient Communication via Critical Learning Regime Identification
In Session 5: Gradients and Precision
Saurabh Agarwal · Hongyi Wang · Kangwook Lee · Shivaram Venkataraman · Dimitris Papailiopoulos
Oral
Wed Apr 07 09:50 AM -- 10:10 AM (PDT)
Don't Forget to Sign the Gradients!
In Session 5: Gradients and Precision
Omid Aramoon · Pin-Yu Chen · Gang Qu
Oral
Wed Apr 07 10:10 AM -- 10:30 AM (PDT)
Rethinking Floating Point Overheads for Mixed Precision DNN Accelerators
In Session 5: Gradients and Precision
Hamzah Abdelaziz · ali shafiee · Jong Hoon Shin · Ardavan Pedram · Joseph Hassoun
Oral
Wed Apr 07 10:30 AM -- 10:50 AM (PDT)
Bit Error Robustness for Energy-Efficient DNN Accelerators
In Session 5: Gradients and Precision
David Stutz · Nandhini Chandramoorthy · Matthias Hein · Bernt Schiele