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Abstract: This article proposes a neural network (NN)-based calibration framework via quantization code reconstruction to address the critical limitation of multidimensional NNs (MDNNs) in ...

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Abstract: Massive multiple-input multiple-output (MIMO) systems may produce huge amount of data unbearable for the base-band processing units. Mixed analog-to-digital converter (ADC) structures, which ...

The index_factory function interprets a string to produce a composite Faiss index. The string is a comma-separated list of components. It is intended to facilitate the construction of index structures ...

This repository aims to record papers of system-aware, serving-time, KV-centric optimization methods that improve system metrics without retraining or architecture modification (which we call this ...