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cauchy Class — pytorch Architecture

Architecture documentation for the cauchy class in TransformationHelper.h from the pytorch codebase.

Class c

Entity Profile

Source Code

aten/src/ATen/core/TransformationHelper.h lines 117–121

template <>
C10_HOST_DEVICE inline double cauchy(double val, double median, double sigma) {
  // https://en.wikipedia.org/wiki/Cauchy_distribution#Cumulative_distribution_function
  return median + sigma * at::tan(c10::pi<double> * (val - 0.5));
}

Source

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