Average Error: 0.4 → 0.0
Time: 22.3s
Precision: 64
\[1 \le a \le 2 \le b \le 4 \le c \le 8 \le d \le 16 \le e \le 32\]
\[\left(\left(\left(e + d\right) + c\right) + b\right) + a\]
↓
\[\log \left(\left(e^{d} \cdot e^{e}\right) \cdot \left(e^{a} \cdot \left(e^{c} \cdot e^{b}\right)\right)\right)\]
\left(\left(\left(e + d\right) + c\right) + b\right) + a
↓
\log \left(\left(e^{d} \cdot e^{e}\right) \cdot \left(e^{a} \cdot \left(e^{c} \cdot e^{b}\right)\right)\right)
double f(double a, double b, double c, double d, double e) {
        double r6473447 = e;
        double r6473448 = d;
        double r6473449 = r6473447 + r6473448;
        double r6473450 = c;
        double r6473451 = r6473449 + r6473450;
        double r6473452 = b;
        double r6473453 = r6473451 + r6473452;
        double r6473454 = a;
        double r6473455 = r6473453 + r6473454;
        return r6473455;
}
↓
double f(double a, double b, double c, double d, double e) {
        double r6473456 = d;
        double r6473457 = exp(r6473456);
        double r6473458 = e;
        double r6473459 = exp(r6473458);
        double r6473460 = r6473457 * r6473459;
        double r6473461 = a;
        double r6473462 = exp(r6473461);
        double r6473463 = c;
        double r6473464 = exp(r6473463);
        double r6473465 = b;
        double r6473466 = exp(r6473465);
        double r6473467 = r6473464 * r6473466;
        double r6473468 = r6473462 * r6473467;
        double r6473469 = r6473460 * r6473468;
        double r6473470 = log(r6473469);
        return r6473470;
}

Error

Bits error versus a

Bits error versus b

Bits error versus c

Bits error versus d

Bits error versus e

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original0.4
Target0.2
Herbie0.0
\[\left(d + \left(c + \left(a + b\right)\right)\right) + e\]

Derivation

  1. Initial program 0.4

    \[\left(\left(\left(e + d\right) + c\right) + b\right) + a\]
  2. Using strategy rm

  3. Applied add-log-exp0.4

    \[\leadsto \left(\left(\left(e + d\right) + c\right) + b\right) + \color{blue}{\log \left(e^{a}\right)}\]

  4. Applied add-log-exp0.4

    \[\leadsto \left(\left(\left(e + d\right) + c\right) + \color{blue}{\log \left(e^{b}\right)}\right) + \log \left(e^{a}\right)\]

  5. Applied add-log-exp0.4

    \[\leadsto \left(\left(\left(e + d\right) + \color{blue}{\log \left(e^{c}\right)}\right) + \log \left(e^{b}\right)\right) + \log \left(e^{a}\right)\]

  6. Applied add-log-exp0.4

    \[\leadsto \left(\left(\color{blue}{\log \left(e^{e + d}\right)} + \log \left(e^{c}\right)\right) + \log \left(e^{b}\right)\right) + \log \left(e^{a}\right)\]

  7. Applied sum-log0.4

    \[\leadsto \left(\color{blue}{\log \left(e^{e + d} \cdot e^{c}\right)} + \log \left(e^{b}\right)\right) + \log \left(e^{a}\right)\]

  8. Applied sum-log0.3

    \[\leadsto \color{blue}{\log \left(\left(e^{e + d} \cdot e^{c}\right) \cdot e^{b}\right)} + \log \left(e^{a}\right)\]

  9. Applied sum-log0.2

    \[\leadsto \color{blue}{\log \left(\left(\left(e^{e + d} \cdot e^{c}\right) \cdot e^{b}\right) \cdot e^{a}\right)}\]

  10. Simplified0.3

    \[\leadsto \log \color{blue}{\left(e^{\left(e + d\right) + \left(\left(c + b\right) + a\right)}\right)}\]
  11. Using strategy rm

  12. Applied add-log-exp0.3

    \[\leadsto \log \left(e^{\left(e + d\right) + \left(\left(c + b\right) + \color{blue}{\log \left(e^{a}\right)}\right)}\right)\]

  13. Applied add-log-exp0.3

    \[\leadsto \log \left(e^{\left(e + d\right) + \left(\left(c + \color{blue}{\log \left(e^{b}\right)}\right) + \log \left(e^{a}\right)\right)}\right)\]

  14. Applied add-log-exp0.3

    \[\leadsto \log \left(e^{\left(e + d\right) + \left(\left(\color{blue}{\log \left(e^{c}\right)} + \log \left(e^{b}\right)\right) + \log \left(e^{a}\right)\right)}\right)\]

  15. Applied sum-log0.3

    \[\leadsto \log \left(e^{\left(e + d\right) + \left(\color{blue}{\log \left(e^{c} \cdot e^{b}\right)} + \log \left(e^{a}\right)\right)}\right)\]

  16. Applied sum-log0.3

    \[\leadsto \log \left(e^{\left(e + d\right) + \color{blue}{\log \left(\left(e^{c} \cdot e^{b}\right) \cdot e^{a}\right)}}\right)\]

  17. Applied add-log-exp0.3

    \[\leadsto \log \left(e^{\left(e + \color{blue}{\log \left(e^{d}\right)}\right) + \log \left(\left(e^{c} \cdot e^{b}\right) \cdot e^{a}\right)}\right)\]

  18. Applied add-log-exp0.3

    \[\leadsto \log \left(e^{\left(\color{blue}{\log \left(e^{e}\right)} + \log \left(e^{d}\right)\right) + \log \left(\left(e^{c} \cdot e^{b}\right) \cdot e^{a}\right)}\right)\]

  19. Applied sum-log0.3

    \[\leadsto \log \left(e^{\color{blue}{\log \left(e^{e} \cdot e^{d}\right)} + \log \left(\left(e^{c} \cdot e^{b}\right) \cdot e^{a}\right)}\right)\]

  20. Applied sum-log0.0

    \[\leadsto \log \left(e^{\color{blue}{\log \left(\left(e^{e} \cdot e^{d}\right) \cdot \left(\left(e^{c} \cdot e^{b}\right) \cdot e^{a}\right)\right)}}\right)\]

  21. Applied rem-exp-log0.0

    \[\leadsto \log \color{blue}{\left(\left(e^{e} \cdot e^{d}\right) \cdot \left(\left(e^{c} \cdot e^{b}\right) \cdot e^{a}\right)\right)}\]

  22. Final simplification0.0

    \[\leadsto \log \left(\left(e^{d} \cdot e^{e}\right) \cdot \left(e^{a} \cdot \left(e^{c} \cdot e^{b}\right)\right)\right)\]

Reproduce

herbie shell --seed 2019141 
(FPCore (a b c d e)
  :name "Expression 1, p15"
  :pre (<= 1 a 2 b 4 c 8 d 16 e 32)

  :herbie-target
  (+ (+ d (+ c (+ a b))) e)

  (+ (+ (+ (+ e d) c) b) a))