100 \cdot \frac{{\left(1 + \frac{i}{n}\right)}^{n} - 1}{\frac{i}{n}}\begin{array}{l}
\mathbf{if}\;i \leq -0.0001827330622961725:\\
\;\;\;\;n \cdot \left(100 \cdot \frac{{\left(1 + \frac{i}{n}\right)}^{n} - 1}{i}\right)\\
\mathbf{elif}\;i \leq 8.16349057522192 \cdot 10^{-19}:\\
\;\;\;\;100 \cdot \left(n \cdot \left(\frac{\sqrt[3]{i \cdot 1 + \left(n \cdot \log 1 + \left(i \cdot i\right) \cdot \left(0.5 - \log 1 \cdot 0.5\right)\right)}}{\sqrt[3]{i}} \cdot \left(\frac{\sqrt[3]{i \cdot 1 + \left(n \cdot \log 1 + \left(i \cdot i\right) \cdot \left(0.5 - \log 1 \cdot 0.5\right)\right)}}{\sqrt[3]{i}} \cdot \frac{\sqrt[3]{i \cdot 1 + \left(n \cdot \log 1 + \left(i \cdot i\right) \cdot \left(0.5 - \log 1 \cdot 0.5\right)\right)}}{\sqrt[3]{i}}\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;100 \cdot \left(\left(\left(\frac{\log 1}{i} \cdot \left(n \cdot n\right) + \left(\left(\left(\frac{\log 1}{i} \cdot \left({n}^{4} \cdot {\left(\log n\right)}^{2}\right)\right) \cdot 0.5 + \left(\left(\left({n}^{4} \cdot \frac{{\left(\log i\right)}^{3}}{i}\right) \cdot 0.16666666666666666 + \left(\left(n \cdot n\right) \cdot \frac{\log i}{i} + \left(\left(\frac{\log 1}{i} \cdot \left(\log i \cdot {n}^{3}\right) + 0.5 \cdot \left({\left(\log n\right)}^{2} \cdot \frac{{n}^{3}}{i}\right)\right) + \frac{\left({n}^{4} \cdot {\left(\log n\right)}^{2}\right) \cdot \log \left(\sqrt{i}\right)}{i}\right)\right)\right) + 0.5 \cdot \left({n}^{3} \cdot \frac{{\left(\log i\right)}^{2}}{i} + \frac{\log 1}{i} \cdot \left({n}^{4} \cdot {\left(\log i\right)}^{2}\right)\right)\right)\right) + 0.16666666666666666 \cdot \left({n}^{4} \cdot \frac{{\left(\log 1\right)}^{3}}{i}\right)\right)\right) + 0.5 \cdot \left(\frac{{\left(\log 1\right)}^{2}}{i} \cdot \left({n}^{4} \cdot \log i\right) + {n}^{3} \cdot \frac{{\left(\log 1\right)}^{2}}{i}\right)\right) + \left(\left(\frac{{n}^{4}}{i} \cdot {\left(\log n\right)}^{3}\right) \cdot -0.16666666666666666 - \left(\log n \cdot \frac{n \cdot n}{i} + \left(\frac{\log 1}{i} \cdot \left(\log n \cdot \left({n}^{4} \cdot \log i\right)\right) + \left(\frac{\log 1}{i} \cdot \left(\log n \cdot {n}^{3}\right) + \left(\left(\frac{\log i}{i} \cdot \left(\log n \cdot {n}^{3}\right) + 0.5 \cdot \left(\frac{{\left(\log 1\right)}^{2}}{i} \cdot \left({n}^{4} \cdot \log n\right)\right)\right) + 0.5 \cdot \left(\frac{{\left(\log i\right)}^{2}}{i} \cdot \left({n}^{4} \cdot \log n\right)\right)\right)\right)\right)\right)\right)\right)\\
\end{array}double code(double i, double n) {
return ((double) (100.0 * (((double) (((double) pow(((double) (1.0 + (i / n))), n)) - 1.0)) / (i / n))));
}
double code(double i, double n) {
double VAR;
if ((i <= -0.0001827330622961725)) {
VAR = ((double) (n * ((double) (100.0 * (((double) (((double) pow(((double) (1.0 + (i / n))), n)) - 1.0)) / i)))));
} else {
double VAR_1;
if ((i <= 8.16349057522192e-19)) {
VAR_1 = ((double) (100.0 * ((double) (n * ((double) ((((double) cbrt(((double) (((double) (i * 1.0)) + ((double) (((double) (n * ((double) log(1.0)))) + ((double) (((double) (i * i)) * ((double) (0.5 - ((double) (((double) log(1.0)) * 0.5)))))))))))) / ((double) cbrt(i))) * ((double) ((((double) cbrt(((double) (((double) (i * 1.0)) + ((double) (((double) (n * ((double) log(1.0)))) + ((double) (((double) (i * i)) * ((double) (0.5 - ((double) (((double) log(1.0)) * 0.5)))))))))))) / ((double) cbrt(i))) * (((double) cbrt(((double) (((double) (i * 1.0)) + ((double) (((double) (n * ((double) log(1.0)))) + ((double) (((double) (i * i)) * ((double) (0.5 - ((double) (((double) log(1.0)) * 0.5)))))))))))) / ((double) cbrt(i)))))))))));
} else {
VAR_1 = ((double) (100.0 * ((double) (((double) (((double) (((double) ((((double) log(1.0)) / i) * ((double) (n * n)))) + ((double) (((double) (((double) (((double) ((((double) log(1.0)) / i) * ((double) (((double) pow(n, 4.0)) * ((double) pow(((double) log(n)), 2.0)))))) * 0.5)) + ((double) (((double) (((double) (((double) (((double) pow(n, 4.0)) * (((double) pow(((double) log(i)), 3.0)) / i))) * 0.16666666666666666)) + ((double) (((double) (((double) (n * n)) * (((double) log(i)) / i))) + ((double) (((double) (((double) ((((double) log(1.0)) / i) * ((double) (((double) log(i)) * ((double) pow(n, 3.0)))))) + ((double) (0.5 * ((double) (((double) pow(((double) log(n)), 2.0)) * (((double) pow(n, 3.0)) / i))))))) + (((double) (((double) (((double) pow(n, 4.0)) * ((double) pow(((double) log(n)), 2.0)))) * ((double) log(((double) sqrt(i)))))) / i))))))) + ((double) (0.5 * ((double) (((double) (((double) pow(n, 3.0)) * (((double) pow(((double) log(i)), 2.0)) / i))) + ((double) ((((double) log(1.0)) / i) * ((double) (((double) pow(n, 4.0)) * ((double) pow(((double) log(i)), 2.0)))))))))))))) + ((double) (0.16666666666666666 * ((double) (((double) pow(n, 4.0)) * (((double) pow(((double) log(1.0)), 3.0)) / i))))))))) + ((double) (0.5 * ((double) (((double) ((((double) pow(((double) log(1.0)), 2.0)) / i) * ((double) (((double) pow(n, 4.0)) * ((double) log(i)))))) + ((double) (((double) pow(n, 3.0)) * (((double) pow(((double) log(1.0)), 2.0)) / i))))))))) + ((double) (((double) (((double) ((((double) pow(n, 4.0)) / i) * ((double) pow(((double) log(n)), 3.0)))) * -0.16666666666666666)) - ((double) (((double) (((double) log(n)) * (((double) (n * n)) / i))) + ((double) (((double) ((((double) log(1.0)) / i) * ((double) (((double) log(n)) * ((double) (((double) pow(n, 4.0)) * ((double) log(i)))))))) + ((double) (((double) ((((double) log(1.0)) / i) * ((double) (((double) log(n)) * ((double) pow(n, 3.0)))))) + ((double) (((double) (((double) ((((double) log(i)) / i) * ((double) (((double) log(n)) * ((double) pow(n, 3.0)))))) + ((double) (0.5 * ((double) ((((double) pow(((double) log(1.0)), 2.0)) / i) * ((double) (((double) pow(n, 4.0)) * ((double) log(n)))))))))) + ((double) (0.5 * ((double) ((((double) pow(((double) log(i)), 2.0)) / i) * ((double) (((double) pow(n, 4.0)) * ((double) log(n))))))))))))))))))))));
}
VAR = VAR_1;
}
return VAR;
}




Bits error versus i




Bits error versus n
Results
| Original | 47.6 |
|---|---|
| Target | 47.2 |
| Herbie | 16.4 |
if i < -1.82733062296172507e-4Initial program 29.6
Simplified30.2
rmApplied pow130.2
Applied pow130.2
Applied pow-prod-down30.2
Applied pow130.2
Applied pow-prod-down30.2
Simplified30.1
if -1.82733062296172507e-4 < i < 8.1634905752219204e-19Initial program 58.1
Simplified57.8
Taylor expanded around 0 9.2
Simplified9.2
rmApplied add-cube-cbrt10.4
Applied add-cube-cbrt9.2
Applied times-frac9.2
Simplified9.2
Simplified9.2
if 8.1634905752219204e-19 < i Initial program 32.9
Simplified33.0
Taylor expanded around 0 24.5
Simplified24.6
Final simplification16.4
herbie shell --seed 2020199
(FPCore (i n)
:name "Compound Interest"
:precision binary64
:herbie-target
(* 100.0 (/ (- (exp (* n (if (== (+ 1.0 (/ i n)) 1.0) (/ i n) (/ (* (/ i n) (log (+ 1.0 (/ i n)))) (- (+ (/ i n) 1.0) 1.0))))) 1.0) (/ i n)))
(* 100.0 (/ (- (pow (+ 1.0 (/ i n)) n) 1.0) (/ i n))))