Average Error: 37.0 → 1.0
Time: 1.1m
Precision: 64
Ground Truth: 128
\[\sin \left(x + \varepsilon\right) - \sin x\]
⬇
\[\begin{array}{l}
\mathbf{if}\;\varepsilon \le -1.5947871865450548 \cdot 10^{-13}:\\
\;\;\;\;\left(\sin x \cdot \cos \varepsilon + \cos x \cdot \sin \varepsilon\right) - \sin x\\
\mathbf{if}\;\varepsilon \le 4.6574913990588864 \cdot 10^{-35}:\\
\;\;\;\;2 \cdot \left(\sin \left(\frac{\varepsilon}{2}\right) \cdot \cos \left(\frac{\varepsilon + \left(x + x\right)}{2}\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\left(\sin x \cdot \cos \varepsilon + \cos x \cdot \sin \varepsilon\right) - \sin x\\
\end{array}\]
Target
| Original | 37.0 |
| Comparison | 15.1 |
| Herbie | 1.0 |
\[ 2 \cdot \left(\cos \left(x + \frac{\varepsilon}{2}\right) \cdot \sin \left(\frac{\varepsilon}{2}\right)\right) \]
Derivation
- Split input into 2 regimes.
-
if eps < -1.5947871865450548e-13 or 4.6574913990588864e-35 < eps
Initial program 29.8
\[\sin \left(x + \varepsilon\right) - \sin x\]
- Using strategy
rm
Applied sin-sum 1.7
\[\leadsto \color{blue}{\left(\sin x \cdot \cos \varepsilon + \cos x \cdot \sin \varepsilon\right)} - \sin x\]
if -1.5947871865450548e-13 < eps < 4.6574913990588864e-35
Initial program 45.3
\[\sin \left(x + \varepsilon\right) - \sin x\]
- Using strategy
rm
Applied diff-sin 45.3
\[\leadsto \color{blue}{2 \cdot \left(\sin \left(\frac{\left(x + \varepsilon\right) - x}{2}\right) \cdot \cos \left(\frac{\left(x + \varepsilon\right) + x}{2}\right)\right)}\]
Applied simplify 0.2
\[\leadsto 2 \cdot \color{blue}{\left(\sin \left(\frac{\varepsilon}{2}\right) \cdot \cos \left(\frac{\varepsilon + \left(x + x\right)}{2}\right)\right)}\]
- Recombined 2 regimes into one program.
- Removed slow pow expressions
Runtime
Please include this information when filing a bug report:
herbie --seed '#(83214553 2015247279 762247982 3765665317 878970787 861607559)'
(FPCore (x eps)
:name "NMSE example 3.3"
:target
(* 2 (* (cos (+ x (/ eps 2))) (sin (/ eps 2))))
(- (sin (+ x eps)) (sin x)))