(FPCore (x y) :precision binary64 (* x (exp (* y y))))
(FPCore (x y) :precision binary64 x)
double code(double x, double y) {
return x * exp((y * y));
}
double code(double x, double y) {
return x;
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
code = x * exp((y * y))
end function
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
code = x
end function
public static double code(double x, double y) {
return x * Math.exp((y * y));
}
public static double code(double x, double y) {
return x;
}
def code(x, y): return x * math.exp((y * y))
def code(x, y): return x
function code(x, y) return Float64(x * exp(Float64(y * y))) end
function code(x, y) return x end
function tmp = code(x, y) tmp = x * exp((y * y)); end
function tmp = code(x, y) tmp = x; end
code[x_, y_] := N[(x * N[Exp[N[(y * y), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]
code[x_, y_] := x
x \cdot e^{y \cdot y}
x
Results
| Original | 48.9% |
|---|---|
| Target | 48.9% |
| Herbie | 50.3% |
Initial program 53.1%
Taylor expanded in y around 0 54.5%
Final simplification54.5%
herbie shell --seed 2023157
(FPCore (x y)
:name "Data.Number.Erf:$dmerfcx from erf-2.0.0.0"
:precision binary64
:herbie-target
(* x (pow (exp y) y))
(* x (exp (* y y))))