Average Error: 8.4 → 5.4
Time: 9.7s
Precision: 64
Internal Precision: 128
\[\frac{x0}{1 - x1} - x0\]
\[\frac{\frac{\frac{{\left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right)}^{3} \cdot {\left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right)}^{3} - {\left(x0 \cdot x0\right)}^{3} \cdot {\left(x0 \cdot x0\right)}^{3}}{{\left(x0 \cdot x0\right)}^{3} + {\left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right)}^{3}}}{\left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right) \cdot \left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right) + \left(\left(x0 \cdot x0\right) \cdot \left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right) + \left(x0 \cdot x0\right) \cdot \left(x0 \cdot x0\right)\right)}}{x0 + \frac{x0}{1 - x1}}\]

Error

Bits error versus x0

Bits error versus x1

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original8.4
Target0.5
Herbie5.4
\[\frac{x0 \cdot x1}{1 - x1}\]

Derivation

  1. Initial program 8.4

    \[\frac{x0}{1 - x1} - x0\]
  2. Using strategy rm
  3. Applied flip--7.7

    \[\leadsto \color{blue}{\frac{\frac{x0}{1 - x1} \cdot \frac{x0}{1 - x1} - x0 \cdot x0}{\frac{x0}{1 - x1} + x0}}\]
  4. Using strategy rm
  5. Applied div-inv6.6

    \[\leadsto \frac{\color{blue}{\left(x0 \cdot \frac{1}{1 - x1}\right)} \cdot \frac{x0}{1 - x1} - x0 \cdot x0}{\frac{x0}{1 - x1} + x0}\]
  6. Using strategy rm
  7. Applied flip3--6.0

    \[\leadsto \frac{\color{blue}{\frac{{\left(\left(x0 \cdot \frac{1}{1 - x1}\right) \cdot \frac{x0}{1 - x1}\right)}^{3} - {\left(x0 \cdot x0\right)}^{3}}{\left(\left(x0 \cdot \frac{1}{1 - x1}\right) \cdot \frac{x0}{1 - x1}\right) \cdot \left(\left(x0 \cdot \frac{1}{1 - x1}\right) \cdot \frac{x0}{1 - x1}\right) + \left(\left(x0 \cdot x0\right) \cdot \left(x0 \cdot x0\right) + \left(\left(x0 \cdot \frac{1}{1 - x1}\right) \cdot \frac{x0}{1 - x1}\right) \cdot \left(x0 \cdot x0\right)\right)}}}{\frac{x0}{1 - x1} + x0}\]
  8. Using strategy rm
  9. Applied flip--5.4

    \[\leadsto \frac{\frac{\color{blue}{\frac{{\left(\left(x0 \cdot \frac{1}{1 - x1}\right) \cdot \frac{x0}{1 - x1}\right)}^{3} \cdot {\left(\left(x0 \cdot \frac{1}{1 - x1}\right) \cdot \frac{x0}{1 - x1}\right)}^{3} - {\left(x0 \cdot x0\right)}^{3} \cdot {\left(x0 \cdot x0\right)}^{3}}{{\left(\left(x0 \cdot \frac{1}{1 - x1}\right) \cdot \frac{x0}{1 - x1}\right)}^{3} + {\left(x0 \cdot x0\right)}^{3}}}}{\left(\left(x0 \cdot \frac{1}{1 - x1}\right) \cdot \frac{x0}{1 - x1}\right) \cdot \left(\left(x0 \cdot \frac{1}{1 - x1}\right) \cdot \frac{x0}{1 - x1}\right) + \left(\left(x0 \cdot x0\right) \cdot \left(x0 \cdot x0\right) + \left(\left(x0 \cdot \frac{1}{1 - x1}\right) \cdot \frac{x0}{1 - x1}\right) \cdot \left(x0 \cdot x0\right)\right)}}{\frac{x0}{1 - x1} + x0}\]
  10. Final simplification5.4

    \[\leadsto \frac{\frac{\frac{{\left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right)}^{3} \cdot {\left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right)}^{3} - {\left(x0 \cdot x0\right)}^{3} \cdot {\left(x0 \cdot x0\right)}^{3}}{{\left(x0 \cdot x0\right)}^{3} + {\left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right)}^{3}}}{\left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right) \cdot \left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right) + \left(\left(x0 \cdot x0\right) \cdot \left(\left(\frac{1}{1 - x1} \cdot x0\right) \cdot \frac{x0}{1 - x1}\right) + \left(x0 \cdot x0\right) \cdot \left(x0 \cdot x0\right)\right)}}{x0 + \frac{x0}{1 - x1}}\]

Runtime

Time bar (total: 9.7s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes5.45.45.30.10%
herbie shell --seed 2018355 
(FPCore (x0 x1)
  :name "(- (/ x0 (- 1 x1)) x0)"
  :pre (or (and (== x0 1.855) (== x1 0.000209)) (and (== x0 2.985) (== x1 0.0186)))

  :herbie-target
  (/ (* x0 x1) (- 1 x1))

  (- (/ x0 (- 1 x1)) x0))