Abstract: Fixed-point quantization techniques have attracted considerable attention in deep neural network (DNN) inference acceleration. Nevertheless, they often require time-consuming fine-tuning or ...
Abstract: Multiplication is the most resource-hungry operation in neural networks (NNs). Logarithmic multipliers (LMs) simplify multiplication to shift and addition operations and thus reduce the ...
Why write ten lines of code when one will do? From magic variable swaps to high-speed data counting, these Python snippets ...
A Python library and CLI tool to automatically detect, parse, and normalize logs from any format. Built for production workloads with streaming support for large files (1-10GB+) and cross-source log ...