| Alternative 1 | |
|---|---|
| Error | 44.8 |
| Cost | 64 |
\[x
\]
(FPCore (x y z t a b) :precision binary64 (* (* x (cos (/ (* (* (+ (* y 2.0) 1.0) z) t) 16.0))) (cos (/ (* (* (+ (* a 2.0) 1.0) b) t) 16.0))))
(FPCore (x y z t a b)
:precision binary64
(let* ((t_1
(*
(* x (cos (/ (* (* (+ (* y 2.0) 1.0) z) t) 16.0)))
(cos (/ (* t (* (+ 1.0 (* 2.0 a)) b)) 16.0)))))
(if (<= t_1 5e+21) t_1 x)))double code(double x, double y, double z, double t, double a, double b) {
return (x * cos((((((y * 2.0) + 1.0) * z) * t) / 16.0))) * cos((((((a * 2.0) + 1.0) * b) * t) / 16.0));
}
double code(double x, double y, double z, double t, double a, double b) {
double t_1 = (x * cos((((((y * 2.0) + 1.0) * z) * t) / 16.0))) * cos(((t * ((1.0 + (2.0 * a)) * b)) / 16.0));
double tmp;
if (t_1 <= 5e+21) {
tmp = t_1;
} else {
tmp = x;
}
return tmp;
}
real(8) function code(x, y, z, t, a, b)
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8), intent (in) :: a
real(8), intent (in) :: b
code = (x * cos((((((y * 2.0d0) + 1.0d0) * z) * t) / 16.0d0))) * cos((((((a * 2.0d0) + 1.0d0) * b) * t) / 16.0d0))
end function
real(8) function code(x, y, z, t, a, b)
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8) :: t_1
real(8) :: tmp
t_1 = (x * cos((((((y * 2.0d0) + 1.0d0) * z) * t) / 16.0d0))) * cos(((t * ((1.0d0 + (2.0d0 * a)) * b)) / 16.0d0))
if (t_1 <= 5d+21) then
tmp = t_1
else
tmp = x
end if
code = tmp
end function
public static double code(double x, double y, double z, double t, double a, double b) {
return (x * Math.cos((((((y * 2.0) + 1.0) * z) * t) / 16.0))) * Math.cos((((((a * 2.0) + 1.0) * b) * t) / 16.0));
}
public static double code(double x, double y, double z, double t, double a, double b) {
double t_1 = (x * Math.cos((((((y * 2.0) + 1.0) * z) * t) / 16.0))) * Math.cos(((t * ((1.0 + (2.0 * a)) * b)) / 16.0));
double tmp;
if (t_1 <= 5e+21) {
tmp = t_1;
} else {
tmp = x;
}
return tmp;
}
def code(x, y, z, t, a, b): return (x * math.cos((((((y * 2.0) + 1.0) * z) * t) / 16.0))) * math.cos((((((a * 2.0) + 1.0) * b) * t) / 16.0))
def code(x, y, z, t, a, b): t_1 = (x * math.cos((((((y * 2.0) + 1.0) * z) * t) / 16.0))) * math.cos(((t * ((1.0 + (2.0 * a)) * b)) / 16.0)) tmp = 0 if t_1 <= 5e+21: tmp = t_1 else: tmp = x return tmp
function code(x, y, z, t, a, b) return Float64(Float64(x * cos(Float64(Float64(Float64(Float64(Float64(y * 2.0) + 1.0) * z) * t) / 16.0))) * cos(Float64(Float64(Float64(Float64(Float64(a * 2.0) + 1.0) * b) * t) / 16.0))) end
function code(x, y, z, t, a, b) t_1 = Float64(Float64(x * cos(Float64(Float64(Float64(Float64(Float64(y * 2.0) + 1.0) * z) * t) / 16.0))) * cos(Float64(Float64(t * Float64(Float64(1.0 + Float64(2.0 * a)) * b)) / 16.0))) tmp = 0.0 if (t_1 <= 5e+21) tmp = t_1; else tmp = x; end return tmp end
function tmp = code(x, y, z, t, a, b) tmp = (x * cos((((((y * 2.0) + 1.0) * z) * t) / 16.0))) * cos((((((a * 2.0) + 1.0) * b) * t) / 16.0)); end
function tmp_2 = code(x, y, z, t, a, b) t_1 = (x * cos((((((y * 2.0) + 1.0) * z) * t) / 16.0))) * cos(((t * ((1.0 + (2.0 * a)) * b)) / 16.0)); tmp = 0.0; if (t_1 <= 5e+21) tmp = t_1; else tmp = x; end tmp_2 = tmp; end
code[x_, y_, z_, t_, a_, b_] := N[(N[(x * N[Cos[N[(N[(N[(N[(N[(y * 2.0), $MachinePrecision] + 1.0), $MachinePrecision] * z), $MachinePrecision] * t), $MachinePrecision] / 16.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[Cos[N[(N[(N[(N[(N[(a * 2.0), $MachinePrecision] + 1.0), $MachinePrecision] * b), $MachinePrecision] * t), $MachinePrecision] / 16.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]
code[x_, y_, z_, t_, a_, b_] := Block[{t$95$1 = N[(N[(x * N[Cos[N[(N[(N[(N[(N[(y * 2.0), $MachinePrecision] + 1.0), $MachinePrecision] * z), $MachinePrecision] * t), $MachinePrecision] / 16.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[Cos[N[(N[(t * N[(N[(1.0 + N[(2.0 * a), $MachinePrecision]), $MachinePrecision] * b), $MachinePrecision]), $MachinePrecision] / 16.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$1, 5e+21], t$95$1, x]]
\left(x \cdot \cos \left(\frac{\left(\left(y \cdot 2 + 1\right) \cdot z\right) \cdot t}{16}\right)\right) \cdot \cos \left(\frac{\left(\left(a \cdot 2 + 1\right) \cdot b\right) \cdot t}{16}\right)
\begin{array}{l}
t_1 := \left(x \cdot \cos \left(\frac{\left(\left(y \cdot 2 + 1\right) \cdot z\right) \cdot t}{16}\right)\right) \cdot \cos \left(\frac{t \cdot \left(\left(1 + 2 \cdot a\right) \cdot b\right)}{16}\right)\\
\mathbf{if}\;t_1 \leq 5 \cdot 10^{+21}:\\
\;\;\;\;t_1\\
\mathbf{else}:\\
\;\;\;\;x\\
\end{array}
Results
| Original | 47.0 |
|---|---|
| Target | 45.1 |
| Herbie | 44.2 |
if (*.f64 (*.f64 x (cos.f64 (/.f64 (*.f64 (*.f64 (+.f64 (*.f64 y 2) 1) z) t) 16))) (cos.f64 (/.f64 (*.f64 (*.f64 (+.f64 (*.f64 a 2) 1) b) t) 16))) < 5e21Initial program 34.9
if 5e21 < (*.f64 (*.f64 x (cos.f64 (/.f64 (*.f64 (*.f64 (+.f64 (*.f64 y 2) 1) z) t) 16))) (cos.f64 (/.f64 (*.f64 (*.f64 (+.f64 (*.f64 a 2) 1) b) t) 16))) Initial program 56.6
Simplified56.2
Applied egg-rr55.7
Taylor expanded in a around 0 55.0
Simplified55.0
Taylor expanded in z around 0 53.1
Taylor expanded in t around 0 51.7
Final simplification44.2
| Alternative 1 | |
|---|---|
| Error | 44.8 |
| Cost | 64 |
herbie shell --seed 2022316
(FPCore (x y z t a b)
:name "Codec.Picture.Jpg.FastDct:referenceDct from JuicyPixels-3.2.6.1"
:precision binary64
:herbie-target
(* x (cos (* (/ b 16.0) (/ t (+ (- 1.0 (* a 2.0)) (pow (* a 2.0) 2.0))))))
(* (* x (cos (/ (* (* (+ (* y 2.0) 1.0) z) t) 16.0))) (cos (/ (* (* (+ (* a 2.0) 1.0) b) t) 16.0))))