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Deep Learning Recommendation Accelerator

Overview

The NEUCHIPS RecAccelTM is world's first recommendation engine for Deep Learning Recommendation Model (DLRM). It can perform 500,000 inferences per second. It is equipped with an ultra-high capacity, high bandwidth memory subsystem for embedding table lookup, and a massively parallel compute FPGA for neural network inference. Running open-source PyTorch DLRM, RecAccelTM outperforms server class CPU and inference GPU by 28X and 65X, respectively.

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