Average Error: 0.3 → 0.2
Time: 18.5s
Precision: 64
\[x \cdot \log x\]
↓
\[\mathsf{fma}\left(2 \cdot \log \left(\sqrt[3]{x}\right), x, \log \left({\left(\frac{1}{x}\right)}^{\frac{-1}{3}}\right) \cdot x\right)\]
x \cdot \log x
↓
\mathsf{fma}\left(2 \cdot \log \left(\sqrt[3]{x}\right), x, \log \left({\left(\frac{1}{x}\right)}^{\frac{-1}{3}}\right) \cdot x\right)
double f(double x) {
        double r44097 = x;
        double r44098 = log(r44097);
        double r44099 = r44097 * r44098;
        return r44099;
}
↓
double f(double x) {
        double r44100 = 2.0;
        double r44101 = x;
        double r44102 = cbrt(r44101);
        double r44103 = log(r44102);
        double r44104 = r44100 * r44103;
        double r44105 = 1.0;
        double r44106 = r44105 / r44101;
        double r44107 = -0.3333333333333333;
        double r44108 = pow(r44106, r44107);
        double r44109 = log(r44108);
        double r44110 = r44109 * r44101;
        double r44111 = fma(r44104, r44101, r44110);
        return r44111;
}

Error

Bits error versus x

Derivation

  1. Initial program 0.3

    \[x \cdot \log x\]
  2. Using strategy rm

  3. Applied add-cube-cbrt0.3

    \[\leadsto x \cdot \log \color{blue}{\left(\left(\sqrt[3]{x} \cdot \sqrt[3]{x}\right) \cdot \sqrt[3]{x}\right)}\]

  4. Applied log-prod0.4

    \[\leadsto x \cdot \color{blue}{\left(\log \left(\sqrt[3]{x} \cdot \sqrt[3]{x}\right) + \log \left(\sqrt[3]{x}\right)\right)}\]

  5. Applied distribute-lft-in0.4

    \[\leadsto \color{blue}{x \cdot \log \left(\sqrt[3]{x} \cdot \sqrt[3]{x}\right) + x \cdot \log \left(\sqrt[3]{x}\right)}\]

  6. Simplified0.4

    \[\leadsto \color{blue}{\left(2 \cdot \log \left(\sqrt[3]{x}\right)\right) \cdot x} + x \cdot \log \left(\sqrt[3]{x}\right)\]

  7. Simplified0.4

    \[\leadsto \left(2 \cdot \log \left(\sqrt[3]{x}\right)\right) \cdot x + \color{blue}{\log \left(\sqrt[3]{x}\right) \cdot x}\]

  8. Taylor expanded around inf 0.3

    \[\leadsto \left(2 \cdot \log \left(\sqrt[3]{x}\right)\right) \cdot x + \log \color{blue}{\left({\left(\frac{1}{x}\right)}^{\frac{-1}{3}}\right)} \cdot x\]
  9. Using strategy rm

  10. Applied fma-def0.2

    \[\leadsto \color{blue}{\mathsf{fma}\left(2 \cdot \log \left(\sqrt[3]{x}\right), x, \log \left({\left(\frac{1}{x}\right)}^{\frac{-1}{3}}\right) \cdot x\right)}\]

  11. Final simplification0.2

    \[\leadsto \mathsf{fma}\left(2 \cdot \log \left(\sqrt[3]{x}\right), x, \log \left({\left(\frac{1}{x}\right)}^{\frac{-1}{3}}\right) \cdot x\right)\]

Reproduce

herbie shell --seed 2019306 +o rules:numerics
(FPCore (x)
  :name "Statistics.Distribution.Binomial:directEntropy from math-functions-0.1.5.2"
  :precision binary64
  (* x (log x)))