Jmat.Real.gamma, branch z less than 0.5

Average Error: 1.8 → 0.5

Time: 10.4min

Precision: binary64

• Falling back on racket egraph because egg-herbie package not installed

• could not determine a ground truth for program body

  1. z = -3.3127379246960246e+219

Math

\[\frac{\pi}{\sin \left(\pi \cdot z\right)} \cdot \left(\left(\left(\sqrt{\pi \cdot 2} \cdot {\left(\left(\left(\left(1 - z\right) - 1\right) + 7\right) + 0.5\right)}^{\left(\left(\left(1 - z\right) - 1\right) + 0.5\right)}\right) \cdot e^{-\left(\left(\left(\left(1 - z\right) - 1\right) + 7\right) + 0.5\right)}\right) \cdot \left(\left(\left(\left(\left(\left(\left(\left(0.99999999999980993 + \frac{676.520368121885099}{\left(\left(1 - z\right) - 1\right) + 1}\right) + \frac{-1259.13921672240281}{\left(\left(1 - z\right) - 1\right) + 2}\right) + \frac{771.32342877765313}{\left(\left(1 - z\right) - 1\right) + 3}\right) + \frac{-176.615029162140587}{\left(\left(1 - z\right) - 1\right) + 4}\right) + \frac{12.5073432786869052}{\left(\left(1 - z\right) - 1\right) + 5}\right) + \frac{-0.138571095265720118}{\left(\left(1 - z\right) - 1\right) + 6}\right) + \frac{9.98436957801957158 \cdot 10^{-6}}{\left(\left(1 - z\right) - 1\right) + 7}\right) + \frac{1.50563273514931162 \cdot 10^{-7}}{\left(\left(1 - z\right) - 1\right) + 8}\right)\right)\]

↓

\[\frac{\pi}{\frac{\frac{\sin \left(\pi \cdot z\right)}{\frac{{\left(0.5 + \left(7 - z\right)\right)}^{\left(0.5 - z\right)} \cdot \left(\sqrt{\pi} \cdot \sqrt{2}\right)}{e^{0.5 + 7}} \cdot e^{z}}}{\left(\frac{771.32342877765313}{3 - z} + \left(\left(0.99999999999980993 + \frac{676.520368121885099}{1 - z}\right) + \frac{-1259.13921672240281}{2 - z}\right)\right) + \left(\left(\frac{1.50563273514931162 \cdot 10^{-7}}{8 - z} + \frac{9.98436957801957158 \cdot 10^{-6}}{7 - z}\right) + \left(\frac{-176.615029162140587}{4 - z} + \left(\frac{12.5073432786869052}{5 - z} + \frac{-0.138571095265720118}{6 - z}\right)\right)\right)}}\]

Error

Bits error versus z

Derivation

1. Initial program 1.8

   \[\frac{\pi}{\sin \left(\pi \cdot z\right)} \cdot \left(\left(\left(\sqrt{\pi \cdot 2} \cdot {\left(\left(\left(\left(1 - z\right) - 1\right) + 7\right) + 0.5\right)}^{\left(\left(\left(1 - z\right) - 1\right) + 0.5\right)}\right) \cdot e^{-\left(\left(\left(\left(1 - z\right) - 1\right) + 7\right) + 0.5\right)}\right) \cdot \left(\left(\left(\left(\left(\left(\left(\left(0.99999999999980993 + \frac{676.520368121885099}{\left(\left(1 - z\right) - 1\right) + 1}\right) + \frac{-1259.13921672240281}{\left(\left(1 - z\right) - 1\right) + 2}\right) + \frac{771.32342877765313}{\left(\left(1 - z\right) - 1\right) + 3}\right) + \frac{-176.615029162140587}{\left(\left(1 - z\right) - 1\right) + 4}\right) + \frac{12.5073432786869052}{\left(\left(1 - z\right) - 1\right) + 5}\right) + \frac{-0.138571095265720118}{\left(\left(1 - z\right) - 1\right) + 6}\right) + \frac{9.98436957801957158 \cdot 10^{-6}}{\left(\left(1 - z\right) - 1\right) + 7}\right) + \frac{1.50563273514931162 \cdot 10^{-7}}{\left(\left(1 - z\right) - 1\right) + 8}\right)\right)\]

2. Simplified 1.4

   \[\leadsto \color{blue}{\frac{\pi}{\frac{\frac{\sin \left(\pi \cdot z\right)}{\frac{{\left(0.5 + \left(7 - z\right)\right)}^{\left(0.5 - z\right)} \cdot \sqrt{\pi \cdot 2}}{e^{0.5 + \left(7 - z\right)}}}}{\left(\frac{771.32342877765313}{3 - z} + \left(\left(0.99999999999980993 + \frac{676.520368121885099}{1 - z}\right) + \frac{-1259.13921672240281}{2 - z}\right)\right) + \left(\left(\frac{1.50563273514931162 \cdot 10^{-7}}{8 - z} + \frac{9.98436957801957158 \cdot 10^{-6}}{7 - z}\right) + \left(\frac{-176.615029162140587}{4 - z} + \left(\frac{12.5073432786869052}{5 - z} + \frac{-0.138571095265720118}{6 - z}\right)\right)\right)}}}\]
3. Using strategy rm

4. Applied sqrt-prod 0.5

   \[\leadsto \frac{\pi}{\frac{\frac{\sin \left(\pi \cdot z\right)}{\frac{{\left(0.5 + \left(7 - z\right)\right)}^{\left(0.5 - z\right)} \cdot \color{blue}{\left(\sqrt{\pi} \cdot \sqrt{2}\right)}}{e^{0.5 + \left(7 - z\right)}}}}{\left(\frac{771.32342877765313}{3 - z} + \left(\left(0.99999999999980993 + \frac{676.520368121885099}{1 - z}\right) + \frac{-1259.13921672240281}{2 - z}\right)\right) + \left(\left(\frac{1.50563273514931162 \cdot 10^{-7}}{8 - z} + \frac{9.98436957801957158 \cdot 10^{-6}}{7 - z}\right) + \left(\frac{-176.615029162140587}{4 - z} + \left(\frac{12.5073432786869052}{5 - z} + \frac{-0.138571095265720118}{6 - z}\right)\right)\right)}}\]
5. Using strategy rm

6. Applied associate-+r- 0.5

   \[\leadsto \frac{\pi}{\frac{\frac{\sin \left(\pi \cdot z\right)}{\frac{{\left(0.5 + \left(7 - z\right)\right)}^{\left(0.5 - z\right)} \cdot \left(\sqrt{\pi} \cdot \sqrt{2}\right)}{e^{\color{blue}{\left(0.5 + 7\right) - z}}}}}{\left(\frac{771.32342877765313}{3 - z} + \left(\left(0.99999999999980993 + \frac{676.520368121885099}{1 - z}\right) + \frac{-1259.13921672240281}{2 - z}\right)\right) + \left(\left(\frac{1.50563273514931162 \cdot 10^{-7}}{8 - z} + \frac{9.98436957801957158 \cdot 10^{-6}}{7 - z}\right) + \left(\frac{-176.615029162140587}{4 - z} + \left(\frac{12.5073432786869052}{5 - z} + \frac{-0.138571095265720118}{6 - z}\right)\right)\right)}}\]

7. Applied exp-diff 0.5

   \[\leadsto \frac{\pi}{\frac{\frac{\sin \left(\pi \cdot z\right)}{\frac{{\left(0.5 + \left(7 - z\right)\right)}^{\left(0.5 - z\right)} \cdot \left(\sqrt{\pi} \cdot \sqrt{2}\right)}{\color{blue}{\frac{e^{0.5 + 7}}{e^{z}}}}}}{\left(\frac{771.32342877765313}{3 - z} + \left(\left(0.99999999999980993 + \frac{676.520368121885099}{1 - z}\right) + \frac{-1259.13921672240281}{2 - z}\right)\right) + \left(\left(\frac{1.50563273514931162 \cdot 10^{-7}}{8 - z} + \frac{9.98436957801957158 \cdot 10^{-6}}{7 - z}\right) + \left(\frac{-176.615029162140587}{4 - z} + \left(\frac{12.5073432786869052}{5 - z} + \frac{-0.138571095265720118}{6 - z}\right)\right)\right)}}\]

8. Applied associate-/r/ 0.5

   \[\leadsto \frac{\pi}{\frac{\frac{\sin \left(\pi \cdot z\right)}{\color{blue}{\frac{{\left(0.5 + \left(7 - z\right)\right)}^{\left(0.5 - z\right)} \cdot \left(\sqrt{\pi} \cdot \sqrt{2}\right)}{e^{0.5 + 7}} \cdot e^{z}}}}{\left(\frac{771.32342877765313}{3 - z} + \left(\left(0.99999999999980993 + \frac{676.520368121885099}{1 - z}\right) + \frac{-1259.13921672240281}{2 - z}\right)\right) + \left(\left(\frac{1.50563273514931162 \cdot 10^{-7}}{8 - z} + \frac{9.98436957801957158 \cdot 10^{-6}}{7 - z}\right) + \left(\frac{-176.615029162140587}{4 - z} + \left(\frac{12.5073432786869052}{5 - z} + \frac{-0.138571095265720118}{6 - z}\right)\right)\right)}}\]

9. Final simplification 0.5

   \[\leadsto \frac{\pi}{\frac{\frac{\sin \left(\pi \cdot z\right)}{\frac{{\left(0.5 + \left(7 - z\right)\right)}^{\left(0.5 - z\right)} \cdot \left(\sqrt{\pi} \cdot \sqrt{2}\right)}{e^{0.5 + 7}} \cdot e^{z}}}{\left(\frac{771.32342877765313}{3 - z} + \left(\left(0.99999999999980993 + \frac{676.520368121885099}{1 - z}\right) + \frac{-1259.13921672240281}{2 - z}\right)\right) + \left(\left(\frac{1.50563273514931162 \cdot 10^{-7}}{8 - z} + \frac{9.98436957801957158 \cdot 10^{-6}}{7 - z}\right) + \left(\frac{-176.615029162140587}{4 - z} + \left(\frac{12.5073432786869052}{5 - z} + \frac{-0.138571095265720118}{6 - z}\right)\right)\right)}}\]

Reproduce

herbie shell --seed 2020181 
(FPCore (z)
  :name "Jmat.Real.gamma, branch z less than 0.5"
  :precision binary64
  (* (/ PI (sin (* PI z))) (* (* (* (sqrt (* PI 2.0)) (pow (+ (+ (- (- 1.0 z) 1.0) 7.0) 0.5) (+ (- (- 1.0 z) 1.0) 0.5))) (exp (neg (+ (+ (- (- 1.0 z) 1.0) 7.0) 0.5)))) (+ (+ (+ (+ (+ (+ (+ (+ 0.9999999999998099 (/ 676.5203681218851 (+ (- (- 1.0 z) 1.0) 1.0))) (/ -1259.1392167224028 (+ (- (- 1.0 z) 1.0) 2.0))) (/ 771.3234287776531 (+ (- (- 1.0 z) 1.0) 3.0))) (/ -176.6150291621406 (+ (- (- 1.0 z) 1.0) 4.0))) (/ 12.507343278686905 (+ (- (- 1.0 z) 1.0) 5.0))) (/ -0.13857109526572012 (+ (- (- 1.0 z) 1.0) 6.0))) (/ 9.984369578019572e-06 (+ (- (- 1.0 z) 1.0) 7.0))) (/ 1.5056327351493116e-07 (+ (- (- 1.0 z) 1.0) 8.0))))))