Average Error: 6.9 → 1.8
Time: 8.4s
Precision: binary64
\[\frac{x \cdot 2}{y \cdot z - t \cdot z}\]
↓
\[\frac{x}{\left(\sqrt[3]{z} \cdot \sqrt[3]{z}\right) \cdot \left(\sqrt[3]{y - t} \cdot \sqrt[3]{y - t}\right)} \cdot \frac{\frac{2}{\sqrt[3]{y - t}}}{\sqrt[3]{z}}\]
\frac{x \cdot 2}{y \cdot z - t \cdot z}
↓
\frac{x}{\left(\sqrt[3]{z} \cdot \sqrt[3]{z}\right) \cdot \left(\sqrt[3]{y - t} \cdot \sqrt[3]{y - t}\right)} \cdot \frac{\frac{2}{\sqrt[3]{y - t}}}{\sqrt[3]{z}}
(FPCore (x y z t) :precision binary64 (/ (* x 2.0) (- (* y z) (* t z))))
↓
(FPCore (x y z t)
 :precision binary64
 (*
  (/ x (* (* (cbrt z) (cbrt z)) (* (cbrt (- y t)) (cbrt (- y t)))))
  (/ (/ 2.0 (cbrt (- y t))) (cbrt z))))
double code(double x, double y, double z, double t) {
	return (x * 2.0) / ((y * z) - (t * z));
}
↓
double code(double x, double y, double z, double t) {
	return (x / ((cbrt(z) * cbrt(z)) * (cbrt(y - t) * cbrt(y - t)))) * ((2.0 / cbrt(y - t)) / cbrt(z));
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original6.9
Target2.3
Herbie1.8
\[\begin{array}{l} \mathbf{if}\;\frac{x \cdot 2}{y \cdot z - t \cdot z} < -2.559141628295061 \cdot 10^{-13}:\\ \;\;\;\;\frac{x}{\left(y - t\right) \cdot z} \cdot 2\\ \mathbf{elif}\;\frac{x \cdot 2}{y \cdot z - t \cdot z} < 1.0450278273301259 \cdot 10^{-269}:\\ \;\;\;\;\frac{\frac{x}{z} \cdot 2}{y - t}\\ \mathbf{else}:\\ \;\;\;\;\frac{x}{\left(y - t\right) \cdot z} \cdot 2\\ \end{array}\]

Derivation

  1. Initial program 6.9

    \[\frac{x \cdot 2}{y \cdot z - t \cdot z}\]

  2. Simplified5.6

    \[\leadsto \color{blue}{x \cdot \frac{\frac{2}{y - t}}{z}}\]
  3. Using strategy rm

  4. Applied add-cube-cbrt_binary64_144356.3

    \[\leadsto x \cdot \frac{\frac{2}{y - t}}{\color{blue}{\left(\sqrt[3]{z} \cdot \sqrt[3]{z}\right) \cdot \sqrt[3]{z}}}\]

  5. Applied add-cube-cbrt_binary64_144356.4

    \[\leadsto x \cdot \frac{\frac{2}{\color{blue}{\left(\sqrt[3]{y - t} \cdot \sqrt[3]{y - t}\right) \cdot \sqrt[3]{y - t}}}}{\left(\sqrt[3]{z} \cdot \sqrt[3]{z}\right) \cdot \sqrt[3]{z}}\]

  6. Applied *-un-lft-identity_binary64_144006.4

    \[\leadsto x \cdot \frac{\frac{\color{blue}{1 \cdot 2}}{\left(\sqrt[3]{y - t} \cdot \sqrt[3]{y - t}\right) \cdot \sqrt[3]{y - t}}}{\left(\sqrt[3]{z} \cdot \sqrt[3]{z}\right) \cdot \sqrt[3]{z}}\]

  7. Applied times-frac_binary64_144066.4

    \[\leadsto x \cdot \frac{\color{blue}{\frac{1}{\sqrt[3]{y - t} \cdot \sqrt[3]{y - t}} \cdot \frac{2}{\sqrt[3]{y - t}}}}{\left(\sqrt[3]{z} \cdot \sqrt[3]{z}\right) \cdot \sqrt[3]{z}}\]

  8. Applied times-frac_binary64_144066.4

    \[\leadsto x \cdot \color{blue}{\left(\frac{\frac{1}{\sqrt[3]{y - t} \cdot \sqrt[3]{y - t}}}{\sqrt[3]{z} \cdot \sqrt[3]{z}} \cdot \frac{\frac{2}{\sqrt[3]{y - t}}}{\sqrt[3]{z}}\right)}\]

  9. Applied associate-*r*_binary64_143401.7

    \[\leadsto \color{blue}{\left(x \cdot \frac{\frac{1}{\sqrt[3]{y - t} \cdot \sqrt[3]{y - t}}}{\sqrt[3]{z} \cdot \sqrt[3]{z}}\right) \cdot \frac{\frac{2}{\sqrt[3]{y - t}}}{\sqrt[3]{z}}}\]

  10. Simplified1.8

    \[\leadsto \color{blue}{\frac{x}{\left(\sqrt[3]{z} \cdot \sqrt[3]{z}\right) \cdot \left(\sqrt[3]{y - t} \cdot \sqrt[3]{y - t}\right)}} \cdot \frac{\frac{2}{\sqrt[3]{y - t}}}{\sqrt[3]{z}}\]

  11. Final simplification1.8

    \[\leadsto \frac{x}{\left(\sqrt[3]{z} \cdot \sqrt[3]{z}\right) \cdot \left(\sqrt[3]{y - t} \cdot \sqrt[3]{y - t}\right)} \cdot \frac{\frac{2}{\sqrt[3]{y - t}}}{\sqrt[3]{z}}\]

Reproduce

herbie shell --seed 2020342 
(FPCore (x y z t)
  :name "Linear.Projection:infinitePerspective from linear-1.19.1.3, A"
  :precision binary64

  :herbie-target
  (if (< (/ (* x 2.0) (- (* y z) (* t z))) -2.559141628295061e-13) (* (/ x (* (- y t) z)) 2.0) (if (< (/ (* x 2.0) (- (* y z) (* t z))) 1.0450278273301259e-269) (/ (* (/ x z) 2.0) (- y t)) (* (/ x (* (- y t) z)) 2.0)))

  (/ (* x 2.0) (- (* y z) (* t z))))