Abstract: The power of logarithmic quantizations and computations has been recognized as a useful tool in optimizing the performance of large ML models. In this article, we provide results that ...

Abstract: This article introduces the logarithmic quantization computing-in-memory processor (LOG-CIM), an advanced processor that extends the capabilities of conventional linear quantization (INT) by ...

This is a python version of the logarithmic FFT code FFTLog as presented in Appendix B of Hamilton (2000) and published at jila.colorado.edu/~ajsh/FFTLog. A simple ...

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