Average Error: 0.3 → 0.2
Time: 5.6s
Precision: binary64
\[x \cdot \log x \]
↓
\[\mathsf{fma}\left(\log \left({\left(\sqrt[3]{x}\right)}^{2}\right), x, x \cdot \log \left({x}^{0.3333333333333333}\right)\right) \]
x \cdot \log x
↓
\mathsf{fma}\left(\log \left({\left(\sqrt[3]{x}\right)}^{2}\right), x, x \cdot \log \left({x}^{0.3333333333333333}\right)\right)

(FPCore (x) :precision binary64 (* x (log x)))
↓
(FPCore (x)
 :precision binary64
 (fma (log (pow (cbrt x) 2.0)) x (* x (log (pow x 0.3333333333333333)))))
double code(double x) {
	return x * log(x);
}
↓
double code(double x) {
	return fma(log(pow(cbrt(x), 2.0)), x, (x * log(pow(x, 0.3333333333333333))));
}

Error

Bits error versus x

Derivation

  1. Initial program 0.3

    \[x \cdot \log x \]

  2. Applied add-cube-cbrt_binary640.3

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

  3. Applied log-prod_binary640.4

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

  4. Applied distribute-rgt-in_binary640.4

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

  5. Applied fma-def_binary640.3

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

  6. Taylor expanded in x around 0 0.2

    \[\leadsto \mathsf{fma}\left(\log \left(\sqrt[3]{x} \cdot \sqrt[3]{x}\right), x, \log \color{blue}{\left({x}^{0.3333333333333333}\right)} \cdot x\right) \]

  7. Applied pow2_binary640.2

    \[\leadsto \mathsf{fma}\left(\log \color{blue}{\left({\left(\sqrt[3]{x}\right)}^{2}\right)}, x, \log \left({x}^{0.3333333333333333}\right) \cdot x\right) \]

  8. Final simplification0.2

    \[\leadsto \mathsf{fma}\left(\log \left({\left(\sqrt[3]{x}\right)}^{2}\right), x, x \cdot \log \left({x}^{0.3333333333333333}\right)\right) \]

Reproduce

herbie shell --seed 2021313 
(FPCore (x)
  :name "Statistics.Distribution.Binomial:directEntropy from math-functions-0.1.5.2"
  :precision binary64
  (* x (log x)))