Average Error: 58.6 → 2.8
Time: 54.6s
Precision: 64
Internal Precision: 2368
\[\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{a \cdot \varepsilon} - 1\right) \cdot \left(e^{b \cdot \varepsilon} - 1\right)}\]
↓
\[\begin{array}{l} \mathbf{if}\;\frac{1}{a} + \frac{1}{b} \le -9.243206354908896 \cdot 10^{-198} \lor \neg \left(\frac{1}{a} + \frac{1}{b} \le 1.2104280990083719 \cdot 10^{-192}\right):\\ \;\;\;\;\frac{1}{a} + \frac{1}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{\varepsilon \cdot a} - 1\right) \cdot \left(\left(\sqrt[3]{e^{\varepsilon \cdot b} - 1} \cdot \sqrt[3]{e^{\varepsilon \cdot b} - 1}\right) \cdot \sqrt[3]{e^{\varepsilon \cdot b} - 1}\right)}\\ \end{array}\]

Error

Bits error versus a

Bits error versus b

Bits error versus eps

Target

Original58.6
Target14.2
Herbie2.8
\[\frac{a + b}{a \cdot b}\]

Derivation

  1. Split input into 2 regimes

  2. if (+ (/ 1 b) (/ 1 a)) < -9.243206354908896e-198 or 1.2104280990083719e-192 < (+ (/ 1 b) (/ 1 a))

    1. Initial program 59.6

      \[\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{a \cdot \varepsilon} - 1\right) \cdot \left(e^{b \cdot \varepsilon} - 1\right)}\]

    2. Taylor expanded around 0 2.4

      \[\leadsto \color{blue}{\frac{1}{b} + \frac{1}{a}}\]

    if -9.243206354908896e-198 < (+ (/ 1 b) (/ 1 a)) < 1.2104280990083719e-192

    1. Initial program 18.2

      \[\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{a \cdot \varepsilon} - 1\right) \cdot \left(e^{b \cdot \varepsilon} - 1\right)}\]
    2. Using strategy rm

    3. Applied add-cube-cbrt18.2

      \[\leadsto \frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{a \cdot \varepsilon} - 1\right) \cdot \color{blue}{\left(\left(\sqrt[3]{e^{b \cdot \varepsilon} - 1} \cdot \sqrt[3]{e^{b \cdot \varepsilon} - 1}\right) \cdot \sqrt[3]{e^{b \cdot \varepsilon} - 1}\right)}}\]
  3. Recombined 2 regimes into one program.

  4. Applied simplify2.8

    \[\leadsto \color{blue}{\begin{array}{l} \mathbf{if}\;\frac{1}{a} + \frac{1}{b} \le -9.243206354908896 \cdot 10^{-198} \lor \neg \left(\frac{1}{a} + \frac{1}{b} \le 1.2104280990083719 \cdot 10^{-192}\right):\\ \;\;\;\;\frac{1}{a} + \frac{1}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{\varepsilon \cdot a} - 1\right) \cdot \left(\left(\sqrt[3]{e^{\varepsilon \cdot b} - 1} \cdot \sqrt[3]{e^{\varepsilon \cdot b} - 1}\right) \cdot \sqrt[3]{e^{\varepsilon \cdot b} - 1}\right)}\\ \end{array}}\]

Runtime

Time bar (total: 54.6s)Debug logProfile

herbie shell --seed '#(1071373924 2949776965 1885069702 3247780810 90874544 2263903749)' 
(FPCore (a b eps)
  :name "expq3 (problem 3.4.2)"
  :pre (and (< -1 eps) (< eps 1))

  :herbie-target
  (/ (+ a b) (* a b))

  (/ (* eps (- (exp (* (+ a b) eps)) 1)) (* (- (exp (* a eps)) 1) (- (exp (* b eps)) 1))))