Average Error: 0.5 → 0.3
Time: 7.9s
Precision: 64
\[\frac{\left(\frac{\left(d1 \cdot \left(3\right)\right)}{\left(d1 \cdot d2\right)}\right)}{\left(d1 \cdot d3\right)}\]
↓
\[\left(\left(3 + d2\right) + d3\right) \cdot d1\]
\frac{\left(\frac{\left(d1 \cdot \left(3\right)\right)}{\left(d1 \cdot d2\right)}\right)}{\left(d1 \cdot d3\right)}
↓
\left(\left(3 + d2\right) + d3\right) \cdot d1
double f(double d1, double d2, double d3) {
        double r2830284 = d1;
        double r2830285 = 3.0;
        double r2830286 = /* ERROR: no posit support in C */;
        double r2830287 = r2830284 * r2830286;
        double r2830288 = d2;
        double r2830289 = r2830284 * r2830288;
        double r2830290 = r2830287 + r2830289;
        double r2830291 = d3;
        double r2830292 = r2830284 * r2830291;
        double r2830293 = r2830290 + r2830292;
        return r2830293;
}
↓
double f(double d1, double d2, double d3) {
        double r2830294 = 3.0;
        double r2830295 = d2;
        double r2830296 = r2830294 + r2830295;
        double r2830297 = d3;
        double r2830298 = r2830296 + r2830297;
        double r2830299 = d1;
        double r2830300 = r2830298 * r2830299;
        return r2830300;
}

Error

Bits error versus d1

Bits error versus d2

Bits error versus d3

Derivation

  1. Initial program 0.5

    \[\frac{\left(\frac{\left(d1 \cdot \left(3\right)\right)}{\left(d1 \cdot d2\right)}\right)}{\left(d1 \cdot d3\right)}\]

  2. Simplified0.3

    \[\leadsto \color{blue}{\left(\frac{\left(3\right)}{\left(\frac{d2}{d3}\right)}\right) \cdot d1}\]
  3. Using strategy rm

  4. Applied associate-+r+0.3

    \[\leadsto \color{blue}{\left(\frac{\left(\frac{\left(3\right)}{d2}\right)}{d3}\right)} \cdot d1\]

  5. Final simplification0.3

    \[\leadsto \left(\left(3 + d2\right) + d3\right) \cdot d1\]

Reproduce

herbie shell --seed 2019107 
(FPCore (d1 d2 d3)
  :name "FastMath test3"
  (+.p16 (+.p16 (*.p16 d1 (real->posit16 3)) (*.p16 d1 d2)) (*.p16 d1 d3)))