Arithmetic Packing on Wide Integer Datapaths in DSP Primitives of Modern FPGA Devices

Titus Bornträger, Shane Fleming, Philipp Holzinger +3

Deep Neural Networks increasingly employ low-precision quantization to reduce computational requirements. While FPGAs are well suited for workloads with heterogeneous precisions, t…