Abstract: Neural networks (NN) often need to be lightweight and fast for practical deployment. Various NN compression techniques, including tensor decomposition, aim to achieve this goal. Tensor ...

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Abstract: Post-training quantization(PTQ) has been widely studied in recent years because it does not require retraining the network or the entire training dataset. However, naively applying the PTQ ...

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