Average Error: 57.9 → 0.8
Time: 45.2s
Precision: 64
Internal Precision: 1344
\[\left(0.5 \cdot \cos re\right) \cdot \left(e^{0 - im} - e^{im}\right)\]
\[\left(0.5 \cdot \cos re\right) \cdot (im \cdot \left((\frac{-1}{3} \cdot \left(im \cdot im\right) + -2)_*\right) + \left({im}^{5} \cdot \frac{-1}{60}\right))_*\]

Error

Bits error versus re

Bits error versus im

Target

Original57.9
Target0.2
Herbie0.8
\[\begin{array}{l} \mathbf{if}\;\left|im\right| \lt 1:\\ \;\;\;\;-\cos re \cdot \left(\left(im + \left(\left(\frac{1}{6} \cdot im\right) \cdot im\right) \cdot im\right) + \left(\left(\left(\left(\frac{1}{120} \cdot im\right) \cdot im\right) \cdot im\right) \cdot im\right) \cdot im\right)\\ \mathbf{else}:\\ \;\;\;\;\left(0.5 \cdot \cos re\right) \cdot \left(e^{0 - im} - e^{im}\right)\\ \end{array}\]

Derivation

  1. Initial program 57.9

    \[\left(0.5 \cdot \cos re\right) \cdot \left(e^{0 - im} - e^{im}\right)\]
  2. Taylor expanded around 0 0.8

    \[\leadsto \left(0.5 \cdot \cos re\right) \cdot \color{blue}{\left(-\left(\frac{1}{3} \cdot {im}^{3} + \left(\frac{1}{60} \cdot {im}^{5} + 2 \cdot im\right)\right)\right)}\]
  3. Simplified0.8

    \[\leadsto \left(0.5 \cdot \cos re\right) \cdot \color{blue}{(im \cdot \left((\frac{-1}{3} \cdot \left(im \cdot im\right) + -2)_*\right) + \left({im}^{5} \cdot \frac{-1}{60}\right))_*}\]
  4. Final simplification0.8

    \[\leadsto \left(0.5 \cdot \cos re\right) \cdot (im \cdot \left((\frac{-1}{3} \cdot \left(im \cdot im\right) + -2)_*\right) + \left({im}^{5} \cdot \frac{-1}{60}\right))_*\]

Runtime

Time bar (total: 45.2s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes0.80.80.20.60%
herbie shell --seed 2018286 +o rules:numerics
(FPCore (re im)
  :name "math.sin on complex, imaginary part"

  :herbie-target
  (if (< (fabs im) 1) (- (* (cos re) (+ (+ im (* (* (* 1/6 im) im) im)) (* (* (* (* (* 1/120 im) im) im) im) im)))) (* (* 0.5 (cos re)) (- (exp (- 0 im)) (exp im))))

  (* (* 0.5 (cos re)) (- (exp (- 0 im)) (exp im))))