Communication Dans Un Congrès Année : 2019

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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Dates et versions

hal-04094850 , version 1 (11-05-2023)

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  • HAL Id : hal-04094850 , version 1

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Louis Ledoux, Marc Casas. Accelerating DL inference with (Open)CAPI and posit numbers. OpenPOWER summit 2019, linux foundation, Oct 2019, Lyon, France. ⟨hal-04094850⟩
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