How to do ultrafast Deep Neural Network inference on FPGAs

Wednesday 6 February 2019 - 08:30
University of Zurich, Campus Irchel (Y16-G-15)

        : Sessions
    /     : Talks
        : Breaks
6 Feb 2019
AM
08:30 Registration  
09:00 Welcome - Thea Aarrestad (Universitaet Zuerich (CH))  
09:15 What is HLS4ML? - Jennifer Ngadiuba (CERN)  
10:30 --- Coffee break ---
11:00 Firmware implementation with SDAccel  
PM
12:00 --- Lunch break ---
13:30 Optimize FPGA design: quantization and parallelization with HLS4ML - Jennifer Ngadiuba (CERN)  
14:30 Optimize FPGA design: model compression  
15:30 --- Coffee break ---
16:00 Model acceleration on cloud FPGAs - Jennifer Ngadiuba (CERN)