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