Average Error: 60.8 → 0.0
Time: 25.7s
Precision: 64
Internal Precision: 1344
\[\frac{\log \left(1 - x\right)}{\log \left(1 + x\right)}\]
↓
\[\log_* (1 + (e^{\frac{\log_* (1 + \left(-x\right))}{\log_* (1 + x)}} - 1)^*)\]

Error

Bits error versus x

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Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original60.8
Target0.3
Herbie0.0
\[-\left(\left(\left(1 + x\right) + \frac{x \cdot x}{2}\right) + \frac{5}{12} \cdot {x}^{3}\right)\]

Derivation

  1. Initial program 60.8

    \[\frac{\log \left(1 - x\right)}{\log \left(1 + x\right)}\]

  2. Applied simplify59.9

    \[\leadsto \color{blue}{\frac{\log \left(1 - x\right)}{\log_* (1 + x)}}\]
  3. Using strategy rm

  4. Applied log1p-expm1-u59.9

    \[\leadsto \frac{\color{blue}{\log_* (1 + (e^{\log \left(1 - x\right)} - 1)^*)}}{\log_* (1 + x)}\]

  5. Applied simplify0.0

    \[\leadsto \frac{\log_* (1 + \color{blue}{\left(-x\right)})}{\log_* (1 + x)}\]
  6. Using strategy rm

  7. Applied log1p-expm1-u0.0

    \[\leadsto \color{blue}{\log_* (1 + (e^{\frac{\log_* (1 + \left(-x\right))}{\log_* (1 + x)}} - 1)^*)}\]

Runtime

Time bar (total: 25.7s)Debug logProfile

herbie shell --seed '#(1072936661 1621281212 3440817831 3219514234 460296804 1258167384)' +o rules:numerics
(FPCore (x)
  :name "qlog (example 3.10)"
  :pre (and (< -1 x) (< x 1))

  :herbie-target
  (- (+ (+ (+ 1 x) (/ (* x x) 2)) (* 5/12 (pow x 3))))

  (/ (log (- 1 x)) (log (+ 1 x))))