Accelerating DL inference with (Open)CAPI and posit numbers
Résumé
In order to tackle the communication-bound problems in heterogeneous systems, Louis discussed how intrinsic arithmetics can have significant impacts on energy and throughputs. Thanks to the denser representation offered by the posit arithmetic BSC can: - significantly divide bandwidth needed (PCIE: HOST - FPGA) - maintain all weights on chip - save power consumption
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