Average Error: 10.6 → 5.0
Time: 11.4s
Precision: 64
Internal Precision: 576
\[\frac{a1 \cdot a2}{b1 \cdot b2}\]
\[\begin{array}{l} \mathbf{if}\;a1 \cdot a2 = -\infty:\\ \;\;\;\;\frac{a1}{b2} \cdot \frac{a2}{b1}\\ \mathbf{elif}\;a1 \cdot a2 \le -3.1565697845360545 \cdot 10^{-228}:\\ \;\;\;\;\frac{a1 \cdot a2}{b1 \cdot b2}\\ \mathbf{elif}\;a1 \cdot a2 \le 6.338080416842529 \cdot 10^{-249}:\\ \;\;\;\;a1 \cdot \frac{\frac{a2}{b2}}{b1}\\ \mathbf{elif}\;a1 \cdot a2 \le 4.8764018383057663 \cdot 10^{+219}:\\ \;\;\;\;\frac{\frac{1}{b1} \cdot \left(a1 \cdot a2\right)}{b2}\\ \mathbf{else}:\\ \;\;\;\;a1 \cdot \frac{\frac{a2}{b2}}{b1}\\ \end{array}\]

Error

Bits error versus a1

Bits error versus a2

Bits error versus b1

Bits error versus b2

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original10.6
Target11.1
Herbie5.0
\[\frac{a1}{b1} \cdot \frac{a2}{b2}\]

Derivation

  1. Split input into 4 regimes
  2. if (* a1 a2) < -inf.0

    1. Initial program 60.9

      \[\frac{a1 \cdot a2}{b1 \cdot b2}\]
    2. Initial simplification6.7

      \[\leadsto \frac{a1}{b2} \cdot \frac{a2}{b1}\]

    if -inf.0 < (* a1 a2) < -3.1565697845360545e-228

    1. Initial program 5.2

      \[\frac{a1 \cdot a2}{b1 \cdot b2}\]
    2. Initial simplification13.3

      \[\leadsto \frac{a1}{b2} \cdot \frac{a2}{b1}\]
    3. Using strategy rm
    4. Applied associate-*l/11.2

      \[\leadsto \color{blue}{\frac{a1 \cdot \frac{a2}{b1}}{b2}}\]
    5. Using strategy rm
    6. Applied associate-*r/5.2

      \[\leadsto \frac{\color{blue}{\frac{a1 \cdot a2}{b1}}}{b2}\]
    7. Applied associate-/l/5.2

      \[\leadsto \color{blue}{\frac{a1 \cdot a2}{b2 \cdot b1}}\]

    if -3.1565697845360545e-228 < (* a1 a2) < 6.338080416842529e-249 or 4.8764018383057663e+219 < (* a1 a2)

    1. Initial program 19.7

      \[\frac{a1 \cdot a2}{b1 \cdot b2}\]
    2. Initial simplification5.1

      \[\leadsto \frac{a1}{b2} \cdot \frac{a2}{b1}\]
    3. Using strategy rm
    4. Applied div-inv5.1

      \[\leadsto \color{blue}{\left(a1 \cdot \frac{1}{b2}\right)} \cdot \frac{a2}{b1}\]
    5. Applied associate-*l*5.1

      \[\leadsto \color{blue}{a1 \cdot \left(\frac{1}{b2} \cdot \frac{a2}{b1}\right)}\]
    6. Using strategy rm
    7. Applied pow15.1

      \[\leadsto a1 \cdot \left(\frac{1}{b2} \cdot \color{blue}{{\left(\frac{a2}{b1}\right)}^{1}}\right)\]
    8. Applied pow15.1

      \[\leadsto a1 \cdot \left(\color{blue}{{\left(\frac{1}{b2}\right)}^{1}} \cdot {\left(\frac{a2}{b1}\right)}^{1}\right)\]
    9. Applied pow-prod-down5.1

      \[\leadsto a1 \cdot \color{blue}{{\left(\frac{1}{b2} \cdot \frac{a2}{b1}\right)}^{1}}\]
    10. Simplified5.3

      \[\leadsto a1 \cdot {\color{blue}{\left(\frac{\frac{a2}{b2}}{b1}\right)}}^{1}\]

    if 6.338080416842529e-249 < (* a1 a2) < 4.8764018383057663e+219

    1. Initial program 4.3

      \[\frac{a1 \cdot a2}{b1 \cdot b2}\]
    2. Initial simplification13.7

      \[\leadsto \frac{a1}{b2} \cdot \frac{a2}{b1}\]
    3. Using strategy rm
    4. Applied associate-*l/11.3

      \[\leadsto \color{blue}{\frac{a1 \cdot \frac{a2}{b1}}{b2}}\]
    5. Using strategy rm
    6. Applied div-inv11.3

      \[\leadsto \frac{a1 \cdot \color{blue}{\left(a2 \cdot \frac{1}{b1}\right)}}{b2}\]
    7. Applied associate-*r*4.3

      \[\leadsto \frac{\color{blue}{\left(a1 \cdot a2\right) \cdot \frac{1}{b1}}}{b2}\]
  3. Recombined 4 regimes into one program.
  4. Final simplification5.0

    \[\leadsto \begin{array}{l} \mathbf{if}\;a1 \cdot a2 = -\infty:\\ \;\;\;\;\frac{a1}{b2} \cdot \frac{a2}{b1}\\ \mathbf{elif}\;a1 \cdot a2 \le -3.1565697845360545 \cdot 10^{-228}:\\ \;\;\;\;\frac{a1 \cdot a2}{b1 \cdot b2}\\ \mathbf{elif}\;a1 \cdot a2 \le 6.338080416842529 \cdot 10^{-249}:\\ \;\;\;\;a1 \cdot \frac{\frac{a2}{b2}}{b1}\\ \mathbf{elif}\;a1 \cdot a2 \le 4.8764018383057663 \cdot 10^{+219}:\\ \;\;\;\;\frac{\frac{1}{b1} \cdot \left(a1 \cdot a2\right)}{b2}\\ \mathbf{else}:\\ \;\;\;\;a1 \cdot \frac{\frac{a2}{b2}}{b1}\\ \end{array}\]

Runtime

Time bar (total: 11.4s)Debug logProfile

herbie shell --seed 2018230 +o rules:numerics
(FPCore (a1 a2 b1 b2)
  :name "Quotient of products"

  :herbie-target
  (* (/ a1 b1) (/ a2 b2))

  (/ (* a1 a2) (* b1 b2)))