most citedPerformance Characterization of using Quantization for DNN Inference on Edge Devices: Extended Version

2 citations · 2 across the 1 of their papers we have counts for

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cs.PF2023★ 2 cited

Performance Characterization of using Quantization for DNN Inference on Edge Devices: Extended Version

Hyunho Ahn, Tian Chen, Nawras Alnaasan +5

Quantization is a popular technique used in Deep Neural Networks (DNN) inference to reduce the size of models and improve the overall numerical performance by exploiting native har…