Expression 1, p15

Average Error: 0.4 → 0.3

Time: 5.5s

Precision: 64

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

\[1 \le a \le 2 \le b \le 4 \le c \le 8 \le d \le 16 \le e \le 32\]

Math

\[\left(\left(\left(e + d\right) + c\right) + b\right) + a\]

↓

\[\left(\left(e + d\right) + c\right) + \left(b + a\right)\]

C

double f(double a, double b, double c, double d, double e) {
        double r124050 = e;
        double r124051 = d;
        double r124052 = r124050 + r124051;
        double r124053 = c;
        double r124054 = r124052 + r124053;
        double r124055 = b;
        double r124056 = r124054 + r124055;
        double r124057 = a;
        double r124058 = r124056 + r124057;
        return r124058;
}

↓

double f(double a, double b, double c, double d, double e) {
        double r124059 = e;
        double r124060 = d;
        double r124061 = r124059 + r124060;
        double r124062 = c;
        double r124063 = r124061 + r124062;
        double r124064 = b;
        double r124065 = a;
        double r124066 = r124064 + r124065;
        double r124067 = r124063 + r124066;
        return r124067;
}

Error

Bits error versus a

Bits error versus b

Bits error versus c

Bits error versus d

Bits error versus e

Target

Original	0.4
Target	0.2
Herbie	0.3

\[\left(d + \left(c + \left(a + b\right)\right)\right) + e\]

Derivation

1. Initial program 0.4

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

3. Applied associate-+l+ 0.3

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

4. Final simplification 0.3

   \[\leadsto \left(\left(e + d\right) + c\right) + \left(b + a\right)\]

Reproduce

herbie shell --seed 2020047 
(FPCore (a b c d e)
  :name "Expression 1, p15"
  :precision binary64
  :pre (<= 1 a 2 b 4 c 8 d 16 e 32)

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

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