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Oral
Tue Mar 03 12:30 PM -- 12:55 PM (PST) @ Ballroom A
Memory-Driven Mixed Low Precision Quantization for Enabling Deep Network Inference on Microcontrollers
In Quantization of deep neural networks
Manuele Rusci · Alessandro Capotondi · Luca Benini
Oral
Tue Mar 03 12:55 PM -- 01:20 PM (PST) @ Ballroom A
Trained Quantization Thresholds for Accurate and Efficient Fixed-Point Inference of Deep Neural Networks
In Quantization of deep neural networks
Sambhav Jain · Albert Gural · Michael Wu · Chris Dick
Oral
Tue Mar 03 01:20 PM -- 01:45 PM (PST) @ Ballroom A
Riptide: Fast End-to-End Binarized Neural Networks
In Quantization of deep neural networks
Joshua Fromm · Meghan Cowan · Matthai Philipose · Luis Ceze · Shwetak Patel
Oral
Tue Mar 03 01:45 PM -- 02:10 PM (PST) @ Ballroom A
Searching for Winograd-aware Quantized Networks
In Quantization of deep neural networks
Javier Fernandez-Marques · Paul Whatmough · Andrew Mundy · Matthew Mattina