
(FPCore (x y z t) :precision binary64 (+ (+ (+ (- (sqrt (+ x 1.0)) (sqrt x)) (- (sqrt (+ y 1.0)) (sqrt y))) (- (sqrt (+ z 1.0)) (sqrt z))) (- (sqrt (+ t 1.0)) (sqrt t))))
double code(double x, double y, double z, double t) {
return (((sqrt((x + 1.0)) - sqrt(x)) + (sqrt((y + 1.0)) - sqrt(y))) + (sqrt((z + 1.0)) - sqrt(z))) + (sqrt((t + 1.0)) - sqrt(t));
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
code = (((sqrt((x + 1.0d0)) - sqrt(x)) + (sqrt((y + 1.0d0)) - sqrt(y))) + (sqrt((z + 1.0d0)) - sqrt(z))) + (sqrt((t + 1.0d0)) - sqrt(t))
end function
public static double code(double x, double y, double z, double t) {
return (((Math.sqrt((x + 1.0)) - Math.sqrt(x)) + (Math.sqrt((y + 1.0)) - Math.sqrt(y))) + (Math.sqrt((z + 1.0)) - Math.sqrt(z))) + (Math.sqrt((t + 1.0)) - Math.sqrt(t));
}
def code(x, y, z, t): return (((math.sqrt((x + 1.0)) - math.sqrt(x)) + (math.sqrt((y + 1.0)) - math.sqrt(y))) + (math.sqrt((z + 1.0)) - math.sqrt(z))) + (math.sqrt((t + 1.0)) - math.sqrt(t))
function code(x, y, z, t) return Float64(Float64(Float64(Float64(sqrt(Float64(x + 1.0)) - sqrt(x)) + Float64(sqrt(Float64(y + 1.0)) - sqrt(y))) + Float64(sqrt(Float64(z + 1.0)) - sqrt(z))) + Float64(sqrt(Float64(t + 1.0)) - sqrt(t))) end
function tmp = code(x, y, z, t) tmp = (((sqrt((x + 1.0)) - sqrt(x)) + (sqrt((y + 1.0)) - sqrt(y))) + (sqrt((z + 1.0)) - sqrt(z))) + (sqrt((t + 1.0)) - sqrt(t)); end
code[x_, y_, z_, t_] := N[(N[(N[(N[(N[Sqrt[N[(x + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[x], $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(y + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(z + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[z], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\left(\left(\left(\sqrt{x + 1} - \sqrt{x}\right) + \left(\sqrt{y + 1} - \sqrt{y}\right)\right) + \left(\sqrt{z + 1} - \sqrt{z}\right)\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)
Herbie found 18 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x y z t) :precision binary64 (+ (+ (+ (- (sqrt (+ x 1.0)) (sqrt x)) (- (sqrt (+ y 1.0)) (sqrt y))) (- (sqrt (+ z 1.0)) (sqrt z))) (- (sqrt (+ t 1.0)) (sqrt t))))
double code(double x, double y, double z, double t) {
return (((sqrt((x + 1.0)) - sqrt(x)) + (sqrt((y + 1.0)) - sqrt(y))) + (sqrt((z + 1.0)) - sqrt(z))) + (sqrt((t + 1.0)) - sqrt(t));
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
code = (((sqrt((x + 1.0d0)) - sqrt(x)) + (sqrt((y + 1.0d0)) - sqrt(y))) + (sqrt((z + 1.0d0)) - sqrt(z))) + (sqrt((t + 1.0d0)) - sqrt(t))
end function
public static double code(double x, double y, double z, double t) {
return (((Math.sqrt((x + 1.0)) - Math.sqrt(x)) + (Math.sqrt((y + 1.0)) - Math.sqrt(y))) + (Math.sqrt((z + 1.0)) - Math.sqrt(z))) + (Math.sqrt((t + 1.0)) - Math.sqrt(t));
}
def code(x, y, z, t): return (((math.sqrt((x + 1.0)) - math.sqrt(x)) + (math.sqrt((y + 1.0)) - math.sqrt(y))) + (math.sqrt((z + 1.0)) - math.sqrt(z))) + (math.sqrt((t + 1.0)) - math.sqrt(t))
function code(x, y, z, t) return Float64(Float64(Float64(Float64(sqrt(Float64(x + 1.0)) - sqrt(x)) + Float64(sqrt(Float64(y + 1.0)) - sqrt(y))) + Float64(sqrt(Float64(z + 1.0)) - sqrt(z))) + Float64(sqrt(Float64(t + 1.0)) - sqrt(t))) end
function tmp = code(x, y, z, t) tmp = (((sqrt((x + 1.0)) - sqrt(x)) + (sqrt((y + 1.0)) - sqrt(y))) + (sqrt((z + 1.0)) - sqrt(z))) + (sqrt((t + 1.0)) - sqrt(t)); end
code[x_, y_, z_, t_] := N[(N[(N[(N[(N[Sqrt[N[(x + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[x], $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(y + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(z + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[z], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\left(\left(\left(\sqrt{x + 1} - \sqrt{x}\right) + \left(\sqrt{y + 1} - \sqrt{y}\right)\right) + \left(\sqrt{z + 1} - \sqrt{z}\right)\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (fmax (fmax x y) t_1))
(t_3 (fmin (fmin x y) z))
(t_4 (fmin t_3 t))
(t_5 (sqrt t_4))
(t_6 (fmax t_3 t))
(t_7 (fmin (fmax x y) t_1))
(t_8 (fmax t_7 t_6))
(t_9 (fmin t_7 t_6))
(t_10 (- t_9 -1.0))
(t_11 (- (sqrt (+ t_8 1.0)) (sqrt t_8)))
(t_12 (- t_4 -1.0))
(t_13 (- (sqrt (+ t_2 1.0)) (sqrt t_2))))
(if (<= t_9 200000000.0)
(+
(+
(+
(/ (- t_12 t_4) (+ (sqrt t_12) t_5))
(/
(- (sqrt (* t_10 t_10)) (sqrt (* t_9 t_9)))
(+ (sqrt t_10) (sqrt t_9))))
t_13)
t_11)
(+
(+
(fma
0.5
(/ 1.0 (* t_9 (sqrt (/ 1.0 t_9))))
(/ 1.0 (+ t_5 (sqrt (+ 1.0 t_4)))))
t_13)
t_11))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmin(x, y), z);
double t_4 = fmin(t_3, t);
double t_5 = sqrt(t_4);
double t_6 = fmax(t_3, t);
double t_7 = fmin(fmax(x, y), t_1);
double t_8 = fmax(t_7, t_6);
double t_9 = fmin(t_7, t_6);
double t_10 = t_9 - -1.0;
double t_11 = sqrt((t_8 + 1.0)) - sqrt(t_8);
double t_12 = t_4 - -1.0;
double t_13 = sqrt((t_2 + 1.0)) - sqrt(t_2);
double tmp;
if (t_9 <= 200000000.0) {
tmp = ((((t_12 - t_4) / (sqrt(t_12) + t_5)) + ((sqrt((t_10 * t_10)) - sqrt((t_9 * t_9))) / (sqrt(t_10) + sqrt(t_9)))) + t_13) + t_11;
} else {
tmp = (fma(0.5, (1.0 / (t_9 * sqrt((1.0 / t_9)))), (1.0 / (t_5 + sqrt((1.0 + t_4))))) + t_13) + t_11;
}
return tmp;
}
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmin(x, y), z) t_4 = fmin(t_3, t) t_5 = sqrt(t_4) t_6 = fmax(t_3, t) t_7 = fmin(fmax(x, y), t_1) t_8 = fmax(t_7, t_6) t_9 = fmin(t_7, t_6) t_10 = Float64(t_9 - -1.0) t_11 = Float64(sqrt(Float64(t_8 + 1.0)) - sqrt(t_8)) t_12 = Float64(t_4 - -1.0) t_13 = Float64(sqrt(Float64(t_2 + 1.0)) - sqrt(t_2)) tmp = 0.0 if (t_9 <= 200000000.0) tmp = Float64(Float64(Float64(Float64(Float64(t_12 - t_4) / Float64(sqrt(t_12) + t_5)) + Float64(Float64(sqrt(Float64(t_10 * t_10)) - sqrt(Float64(t_9 * t_9))) / Float64(sqrt(t_10) + sqrt(t_9)))) + t_13) + t_11); else tmp = Float64(Float64(fma(0.5, Float64(1.0 / Float64(t_9 * sqrt(Float64(1.0 / t_9)))), Float64(1.0 / Float64(t_5 + sqrt(Float64(1.0 + t_4))))) + t_13) + t_11); end return tmp end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$3 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$4 = N[Min[t$95$3, t], $MachinePrecision]}, Block[{t$95$5 = N[Sqrt[t$95$4], $MachinePrecision]}, Block[{t$95$6 = N[Max[t$95$3, t], $MachinePrecision]}, Block[{t$95$7 = N[Min[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$8 = N[Max[t$95$7, t$95$6], $MachinePrecision]}, Block[{t$95$9 = N[Min[t$95$7, t$95$6], $MachinePrecision]}, Block[{t$95$10 = N[(t$95$9 - -1.0), $MachinePrecision]}, Block[{t$95$11 = N[(N[Sqrt[N[(t$95$8 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$8], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$12 = N[(t$95$4 - -1.0), $MachinePrecision]}, Block[{t$95$13 = N[(N[Sqrt[N[(t$95$2 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$2], $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$9, 200000000.0], N[(N[(N[(N[(N[(t$95$12 - t$95$4), $MachinePrecision] / N[(N[Sqrt[t$95$12], $MachinePrecision] + t$95$5), $MachinePrecision]), $MachinePrecision] + N[(N[(N[Sqrt[N[(t$95$10 * t$95$10), $MachinePrecision]], $MachinePrecision] - N[Sqrt[N[(t$95$9 * t$95$9), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$10], $MachinePrecision] + N[Sqrt[t$95$9], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$13), $MachinePrecision] + t$95$11), $MachinePrecision], N[(N[(N[(0.5 * N[(1.0 / N[(t$95$9 * N[Sqrt[N[(1.0 / t$95$9), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.0 / N[(t$95$5 + N[Sqrt[N[(1.0 + t$95$4), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$13), $MachinePrecision] + t$95$11), $MachinePrecision]]]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_3 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_4 := \mathsf{min}\left(t\_3, t\right)\\
t_5 := \sqrt{t\_4}\\
t_6 := \mathsf{max}\left(t\_3, t\right)\\
t_7 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_8 := \mathsf{max}\left(t\_7, t\_6\right)\\
t_9 := \mathsf{min}\left(t\_7, t\_6\right)\\
t_10 := t\_9 - -1\\
t_11 := \sqrt{t\_8 + 1} - \sqrt{t\_8}\\
t_12 := t\_4 - -1\\
t_13 := \sqrt{t\_2 + 1} - \sqrt{t\_2}\\
\mathbf{if}\;t\_9 \leq 200000000:\\
\;\;\;\;\left(\left(\frac{t\_12 - t\_4}{\sqrt{t\_12} + t\_5} + \frac{\sqrt{t\_10 \cdot t\_10} - \sqrt{t\_9 \cdot t\_9}}{\sqrt{t\_10} + \sqrt{t\_9}}\right) + t\_13\right) + t\_11\\
\mathbf{else}:\\
\;\;\;\;\left(\mathsf{fma}\left(0.5, \frac{1}{t\_9 \cdot \sqrt{\frac{1}{t\_9}}}, \frac{1}{t\_5 + \sqrt{1 + t\_4}}\right) + t\_13\right) + t\_11\\
\end{array}
if y < 2e8Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites71.4%
if 2e8 < y Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in y around inf
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6449.2
Applied rewrites49.2%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (- (sqrt (+ t_1 1.0)) (sqrt t_1)))
(t_3 (fmin (fmin x y) z))
(t_4 (fmax t_3 t))
(t_5 (fmax (fmax x y) t_4))
(t_6 (fmin (fmax x y) t_4))
(t_7 (sqrt t_6))
(t_8 (fmin t_3 t))
(t_9 (sqrt t_8))
(t_10 (- (sqrt (+ t_5 1.0)) (sqrt t_5)))
(t_11 (- t_6 -1.0)))
(if (<= t_6 54000000.0)
(+
(+
(+
(- (sqrt (+ t_8 1.0)) t_9)
(/ (- t_11 (* t_7 t_7)) (+ (sqrt t_11) t_7)))
t_2)
t_10)
(+
(+
(fma
0.5
(/ 1.0 (* t_6 (sqrt (/ 1.0 t_6))))
(/ 1.0 (+ t_9 (sqrt (+ 1.0 t_8)))))
t_2)
t_10))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = sqrt((t_1 + 1.0)) - sqrt(t_1);
double t_3 = fmin(fmin(x, y), z);
double t_4 = fmax(t_3, t);
double t_5 = fmax(fmax(x, y), t_4);
double t_6 = fmin(fmax(x, y), t_4);
double t_7 = sqrt(t_6);
double t_8 = fmin(t_3, t);
double t_9 = sqrt(t_8);
double t_10 = sqrt((t_5 + 1.0)) - sqrt(t_5);
double t_11 = t_6 - -1.0;
double tmp;
if (t_6 <= 54000000.0) {
tmp = (((sqrt((t_8 + 1.0)) - t_9) + ((t_11 - (t_7 * t_7)) / (sqrt(t_11) + t_7))) + t_2) + t_10;
} else {
tmp = (fma(0.5, (1.0 / (t_6 * sqrt((1.0 / t_6)))), (1.0 / (t_9 + sqrt((1.0 + t_8))))) + t_2) + t_10;
}
return tmp;
}
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = Float64(sqrt(Float64(t_1 + 1.0)) - sqrt(t_1)) t_3 = fmin(fmin(x, y), z) t_4 = fmax(t_3, t) t_5 = fmax(fmax(x, y), t_4) t_6 = fmin(fmax(x, y), t_4) t_7 = sqrt(t_6) t_8 = fmin(t_3, t) t_9 = sqrt(t_8) t_10 = Float64(sqrt(Float64(t_5 + 1.0)) - sqrt(t_5)) t_11 = Float64(t_6 - -1.0) tmp = 0.0 if (t_6 <= 54000000.0) tmp = Float64(Float64(Float64(Float64(sqrt(Float64(t_8 + 1.0)) - t_9) + Float64(Float64(t_11 - Float64(t_7 * t_7)) / Float64(sqrt(t_11) + t_7))) + t_2) + t_10); else tmp = Float64(Float64(fma(0.5, Float64(1.0 / Float64(t_6 * sqrt(Float64(1.0 / t_6)))), Float64(1.0 / Float64(t_9 + sqrt(Float64(1.0 + t_8))))) + t_2) + t_10); end return tmp end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[(N[Sqrt[N[(t$95$1 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$1], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$4 = N[Max[t$95$3, t], $MachinePrecision]}, Block[{t$95$5 = N[Max[N[Max[x, y], $MachinePrecision], t$95$4], $MachinePrecision]}, Block[{t$95$6 = N[Min[N[Max[x, y], $MachinePrecision], t$95$4], $MachinePrecision]}, Block[{t$95$7 = N[Sqrt[t$95$6], $MachinePrecision]}, Block[{t$95$8 = N[Min[t$95$3, t], $MachinePrecision]}, Block[{t$95$9 = N[Sqrt[t$95$8], $MachinePrecision]}, Block[{t$95$10 = N[(N[Sqrt[N[(t$95$5 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$5], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$11 = N[(t$95$6 - -1.0), $MachinePrecision]}, If[LessEqual[t$95$6, 54000000.0], N[(N[(N[(N[(N[Sqrt[N[(t$95$8 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$9), $MachinePrecision] + N[(N[(t$95$11 - N[(t$95$7 * t$95$7), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$11], $MachinePrecision] + t$95$7), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$2), $MachinePrecision] + t$95$10), $MachinePrecision], N[(N[(N[(0.5 * N[(1.0 / N[(t$95$6 * N[Sqrt[N[(1.0 / t$95$6), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.0 / N[(t$95$9 + N[Sqrt[N[(1.0 + t$95$8), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$2), $MachinePrecision] + t$95$10), $MachinePrecision]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \sqrt{t\_1 + 1} - \sqrt{t\_1}\\
t_3 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_4 := \mathsf{max}\left(t\_3, t\right)\\
t_5 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_4\right)\\
t_6 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_4\right)\\
t_7 := \sqrt{t\_6}\\
t_8 := \mathsf{min}\left(t\_3, t\right)\\
t_9 := \sqrt{t\_8}\\
t_10 := \sqrt{t\_5 + 1} - \sqrt{t\_5}\\
t_11 := t\_6 - -1\\
\mathbf{if}\;t\_6 \leq 54000000:\\
\;\;\;\;\left(\left(\left(\sqrt{t\_8 + 1} - t\_9\right) + \frac{t\_11 - t\_7 \cdot t\_7}{\sqrt{t\_11} + t\_7}\right) + t\_2\right) + t\_10\\
\mathbf{else}:\\
\;\;\;\;\left(\mathsf{fma}\left(0.5, \frac{1}{t\_6 \cdot \sqrt{\frac{1}{t\_6}}}, \frac{1}{t\_9 + \sqrt{1 + t\_8}}\right) + t\_2\right) + t\_10\\
\end{array}
if y < 5.4e7Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.5
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.5
Applied rewrites73.5%
if 5.4e7 < y Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in y around inf
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6449.2
Applied rewrites49.2%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (fmax (fmax x y) t_1))
(t_3 (sqrt t_2))
(t_4 (fmin (fmax x y) t_1))
(t_5 (- (sqrt (+ t_2 1.0)) t_3))
(t_6 (fmin (fmin x y) z))
(t_7 (fmin t_6 t))
(t_8 (sqrt t_7))
(t_9 (fmax t_6 t))
(t_10 (fmax t_4 t_9))
(t_11 (sqrt t_10))
(t_12 (- (sqrt (+ t_10 1.0)) t_11))
(t_13 (fmin t_4 t_9))
(t_14 (sqrt t_13)))
(if (<=
(+
(+ (+ (- (sqrt (+ t_7 1.0)) t_8) (- (sqrt (+ t_13 1.0)) t_14)) t_5)
t_12)
1.0002)
(+
(+
(fma
0.5
(/ 1.0 (* t_13 (sqrt (/ 1.0 t_13))))
(/ 1.0 (+ t_8 (sqrt (+ 1.0 t_7)))))
t_5)
t_12)
(-
(+
(- (sqrt (- t_2 -1.0)) t_3)
(- (sqrt (- t_13 -1.0)) (- t_8 (sqrt (- t_7 -1.0)))))
(+ t_14 (- t_11 (sqrt (- t_10 -1.0))))))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = sqrt(t_2);
double t_4 = fmin(fmax(x, y), t_1);
double t_5 = sqrt((t_2 + 1.0)) - t_3;
double t_6 = fmin(fmin(x, y), z);
double t_7 = fmin(t_6, t);
double t_8 = sqrt(t_7);
double t_9 = fmax(t_6, t);
double t_10 = fmax(t_4, t_9);
double t_11 = sqrt(t_10);
double t_12 = sqrt((t_10 + 1.0)) - t_11;
double t_13 = fmin(t_4, t_9);
double t_14 = sqrt(t_13);
double tmp;
if (((((sqrt((t_7 + 1.0)) - t_8) + (sqrt((t_13 + 1.0)) - t_14)) + t_5) + t_12) <= 1.0002) {
tmp = (fma(0.5, (1.0 / (t_13 * sqrt((1.0 / t_13)))), (1.0 / (t_8 + sqrt((1.0 + t_7))))) + t_5) + t_12;
} else {
tmp = ((sqrt((t_2 - -1.0)) - t_3) + (sqrt((t_13 - -1.0)) - (t_8 - sqrt((t_7 - -1.0))))) - (t_14 + (t_11 - sqrt((t_10 - -1.0))));
}
return tmp;
}
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = sqrt(t_2) t_4 = fmin(fmax(x, y), t_1) t_5 = Float64(sqrt(Float64(t_2 + 1.0)) - t_3) t_6 = fmin(fmin(x, y), z) t_7 = fmin(t_6, t) t_8 = sqrt(t_7) t_9 = fmax(t_6, t) t_10 = fmax(t_4, t_9) t_11 = sqrt(t_10) t_12 = Float64(sqrt(Float64(t_10 + 1.0)) - t_11) t_13 = fmin(t_4, t_9) t_14 = sqrt(t_13) tmp = 0.0 if (Float64(Float64(Float64(Float64(sqrt(Float64(t_7 + 1.0)) - t_8) + Float64(sqrt(Float64(t_13 + 1.0)) - t_14)) + t_5) + t_12) <= 1.0002) tmp = Float64(Float64(fma(0.5, Float64(1.0 / Float64(t_13 * sqrt(Float64(1.0 / t_13)))), Float64(1.0 / Float64(t_8 + sqrt(Float64(1.0 + t_7))))) + t_5) + t_12); else tmp = Float64(Float64(Float64(sqrt(Float64(t_2 - -1.0)) - t_3) + Float64(sqrt(Float64(t_13 - -1.0)) - Float64(t_8 - sqrt(Float64(t_7 - -1.0))))) - Float64(t_14 + Float64(t_11 - sqrt(Float64(t_10 - -1.0))))); end return tmp end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[t$95$2], $MachinePrecision]}, Block[{t$95$4 = N[Min[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$5 = N[(N[Sqrt[N[(t$95$2 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$3), $MachinePrecision]}, Block[{t$95$6 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$7 = N[Min[t$95$6, t], $MachinePrecision]}, Block[{t$95$8 = N[Sqrt[t$95$7], $MachinePrecision]}, Block[{t$95$9 = N[Max[t$95$6, t], $MachinePrecision]}, Block[{t$95$10 = N[Max[t$95$4, t$95$9], $MachinePrecision]}, Block[{t$95$11 = N[Sqrt[t$95$10], $MachinePrecision]}, Block[{t$95$12 = N[(N[Sqrt[N[(t$95$10 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$11), $MachinePrecision]}, Block[{t$95$13 = N[Min[t$95$4, t$95$9], $MachinePrecision]}, Block[{t$95$14 = N[Sqrt[t$95$13], $MachinePrecision]}, If[LessEqual[N[(N[(N[(N[(N[Sqrt[N[(t$95$7 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$8), $MachinePrecision] + N[(N[Sqrt[N[(t$95$13 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$14), $MachinePrecision]), $MachinePrecision] + t$95$5), $MachinePrecision] + t$95$12), $MachinePrecision], 1.0002], N[(N[(N[(0.5 * N[(1.0 / N[(t$95$13 * N[Sqrt[N[(1.0 / t$95$13), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.0 / N[(t$95$8 + N[Sqrt[N[(1.0 + t$95$7), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$5), $MachinePrecision] + t$95$12), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(t$95$2 - -1.0), $MachinePrecision]], $MachinePrecision] - t$95$3), $MachinePrecision] + N[(N[Sqrt[N[(t$95$13 - -1.0), $MachinePrecision]], $MachinePrecision] - N[(t$95$8 - N[Sqrt[N[(t$95$7 - -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(t$95$14 + N[(t$95$11 - N[Sqrt[N[(t$95$10 - -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_3 := \sqrt{t\_2}\\
t_4 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_5 := \sqrt{t\_2 + 1} - t\_3\\
t_6 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_7 := \mathsf{min}\left(t\_6, t\right)\\
t_8 := \sqrt{t\_7}\\
t_9 := \mathsf{max}\left(t\_6, t\right)\\
t_10 := \mathsf{max}\left(t\_4, t\_9\right)\\
t_11 := \sqrt{t\_10}\\
t_12 := \sqrt{t\_10 + 1} - t\_11\\
t_13 := \mathsf{min}\left(t\_4, t\_9\right)\\
t_14 := \sqrt{t\_13}\\
\mathbf{if}\;\left(\left(\left(\sqrt{t\_7 + 1} - t\_8\right) + \left(\sqrt{t\_13 + 1} - t\_14\right)\right) + t\_5\right) + t\_12 \leq 1.0002:\\
\;\;\;\;\left(\mathsf{fma}\left(0.5, \frac{1}{t\_13 \cdot \sqrt{\frac{1}{t\_13}}}, \frac{1}{t\_8 + \sqrt{1 + t\_7}}\right) + t\_5\right) + t\_12\\
\mathbf{else}:\\
\;\;\;\;\left(\left(\sqrt{t\_2 - -1} - t\_3\right) + \left(\sqrt{t\_13 - -1} - \left(t\_8 - \sqrt{t\_7 - -1}\right)\right)\right) - \left(t\_14 + \left(t\_11 - \sqrt{t\_10 - -1}\right)\right)\\
\end{array}
if (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 1.0002Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in y around inf
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6449.2
Applied rewrites49.2%
if 1.0002 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) Initial program 92.0%
lift-+.f64N/A
add-flipN/A
lift-+.f64N/A
+-commutativeN/A
lift-+.f64N/A
lift--.f64N/A
associate-+r-N/A
associate-+r-N/A
Applied rewrites54.4%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (fmax (fmax x y) t_1))
(t_3 (sqrt t_2))
(t_4 (fmin (fmax x y) t_1))
(t_5 (fmin (fmin x y) z))
(t_6 (fmin t_5 t))
(t_7 (sqrt t_6))
(t_8 (fmax t_5 t))
(t_9 (fmax t_4 t_8))
(t_10 (sqrt t_9))
(t_11 (- (sqrt (+ t_9 1.0)) t_10))
(t_12 (fmin t_4 t_8))
(t_13 (sqrt t_12)))
(if (<=
(+
(+
(+ (- (sqrt (+ t_6 1.0)) t_7) (- (sqrt (+ t_12 1.0)) t_13))
(- (sqrt (+ t_2 1.0)) t_3))
t_11)
1.0002)
(+
(fma
0.5
(/ 1.0 (* t_12 (sqrt (/ 1.0 t_12))))
(/ 1.0 (+ t_7 (sqrt (+ 1.0 t_6)))))
t_11)
(-
(+
(- (sqrt (- t_2 -1.0)) t_3)
(- (sqrt (- t_12 -1.0)) (- t_7 (sqrt (- t_6 -1.0)))))
(+ t_13 (- t_10 (sqrt (- t_9 -1.0))))))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = sqrt(t_2);
double t_4 = fmin(fmax(x, y), t_1);
double t_5 = fmin(fmin(x, y), z);
double t_6 = fmin(t_5, t);
double t_7 = sqrt(t_6);
double t_8 = fmax(t_5, t);
double t_9 = fmax(t_4, t_8);
double t_10 = sqrt(t_9);
double t_11 = sqrt((t_9 + 1.0)) - t_10;
double t_12 = fmin(t_4, t_8);
double t_13 = sqrt(t_12);
double tmp;
if (((((sqrt((t_6 + 1.0)) - t_7) + (sqrt((t_12 + 1.0)) - t_13)) + (sqrt((t_2 + 1.0)) - t_3)) + t_11) <= 1.0002) {
tmp = fma(0.5, (1.0 / (t_12 * sqrt((1.0 / t_12)))), (1.0 / (t_7 + sqrt((1.0 + t_6))))) + t_11;
} else {
tmp = ((sqrt((t_2 - -1.0)) - t_3) + (sqrt((t_12 - -1.0)) - (t_7 - sqrt((t_6 - -1.0))))) - (t_13 + (t_10 - sqrt((t_9 - -1.0))));
}
return tmp;
}
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = sqrt(t_2) t_4 = fmin(fmax(x, y), t_1) t_5 = fmin(fmin(x, y), z) t_6 = fmin(t_5, t) t_7 = sqrt(t_6) t_8 = fmax(t_5, t) t_9 = fmax(t_4, t_8) t_10 = sqrt(t_9) t_11 = Float64(sqrt(Float64(t_9 + 1.0)) - t_10) t_12 = fmin(t_4, t_8) t_13 = sqrt(t_12) tmp = 0.0 if (Float64(Float64(Float64(Float64(sqrt(Float64(t_6 + 1.0)) - t_7) + Float64(sqrt(Float64(t_12 + 1.0)) - t_13)) + Float64(sqrt(Float64(t_2 + 1.0)) - t_3)) + t_11) <= 1.0002) tmp = Float64(fma(0.5, Float64(1.0 / Float64(t_12 * sqrt(Float64(1.0 / t_12)))), Float64(1.0 / Float64(t_7 + sqrt(Float64(1.0 + t_6))))) + t_11); else tmp = Float64(Float64(Float64(sqrt(Float64(t_2 - -1.0)) - t_3) + Float64(sqrt(Float64(t_12 - -1.0)) - Float64(t_7 - sqrt(Float64(t_6 - -1.0))))) - Float64(t_13 + Float64(t_10 - sqrt(Float64(t_9 - -1.0))))); end return tmp end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[t$95$2], $MachinePrecision]}, Block[{t$95$4 = N[Min[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$5 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$6 = N[Min[t$95$5, t], $MachinePrecision]}, Block[{t$95$7 = N[Sqrt[t$95$6], $MachinePrecision]}, Block[{t$95$8 = N[Max[t$95$5, t], $MachinePrecision]}, Block[{t$95$9 = N[Max[t$95$4, t$95$8], $MachinePrecision]}, Block[{t$95$10 = N[Sqrt[t$95$9], $MachinePrecision]}, Block[{t$95$11 = N[(N[Sqrt[N[(t$95$9 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$10), $MachinePrecision]}, Block[{t$95$12 = N[Min[t$95$4, t$95$8], $MachinePrecision]}, Block[{t$95$13 = N[Sqrt[t$95$12], $MachinePrecision]}, If[LessEqual[N[(N[(N[(N[(N[Sqrt[N[(t$95$6 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$7), $MachinePrecision] + N[(N[Sqrt[N[(t$95$12 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$13), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$2 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$3), $MachinePrecision]), $MachinePrecision] + t$95$11), $MachinePrecision], 1.0002], N[(N[(0.5 * N[(1.0 / N[(t$95$12 * N[Sqrt[N[(1.0 / t$95$12), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.0 / N[(t$95$7 + N[Sqrt[N[(1.0 + t$95$6), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$11), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(t$95$2 - -1.0), $MachinePrecision]], $MachinePrecision] - t$95$3), $MachinePrecision] + N[(N[Sqrt[N[(t$95$12 - -1.0), $MachinePrecision]], $MachinePrecision] - N[(t$95$7 - N[Sqrt[N[(t$95$6 - -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(t$95$13 + N[(t$95$10 - N[Sqrt[N[(t$95$9 - -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_3 := \sqrt{t\_2}\\
t_4 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_5 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_6 := \mathsf{min}\left(t\_5, t\right)\\
t_7 := \sqrt{t\_6}\\
t_8 := \mathsf{max}\left(t\_5, t\right)\\
t_9 := \mathsf{max}\left(t\_4, t\_8\right)\\
t_10 := \sqrt{t\_9}\\
t_11 := \sqrt{t\_9 + 1} - t\_10\\
t_12 := \mathsf{min}\left(t\_4, t\_8\right)\\
t_13 := \sqrt{t\_12}\\
\mathbf{if}\;\left(\left(\left(\sqrt{t\_6 + 1} - t\_7\right) + \left(\sqrt{t\_12 + 1} - t\_13\right)\right) + \left(\sqrt{t\_2 + 1} - t\_3\right)\right) + t\_11 \leq 1.0002:\\
\;\;\;\;\mathsf{fma}\left(0.5, \frac{1}{t\_12 \cdot \sqrt{\frac{1}{t\_12}}}, \frac{1}{t\_7 + \sqrt{1 + t\_6}}\right) + t\_11\\
\mathbf{else}:\\
\;\;\;\;\left(\left(\sqrt{t\_2 - -1} - t\_3\right) + \left(\sqrt{t\_12 - -1} - \left(t\_7 - \sqrt{t\_6 - -1}\right)\right)\right) - \left(t\_13 + \left(t\_10 - \sqrt{t\_9 - -1}\right)\right)\\
\end{array}
if (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 1.0002Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in y around inf
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6428.7
Applied rewrites28.7%
if 1.0002 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) Initial program 92.0%
lift-+.f64N/A
add-flipN/A
lift-+.f64N/A
+-commutativeN/A
lift-+.f64N/A
lift--.f64N/A
associate-+r-N/A
associate-+r-N/A
Applied rewrites54.4%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (fmax (fmax x y) t_1))
(t_3 (fmin (fmax x y) t_1))
(t_4 (fmin (fmin x y) z))
(t_5 (- (sqrt (+ t_2 1.0)) (sqrt t_2)))
(t_6 (fmin t_4 t))
(t_7 (sqrt t_6))
(t_8 (fmax t_4 t))
(t_9 (fmax t_3 t_8))
(t_10 (- (sqrt (+ t_9 1.0)) (sqrt t_9)))
(t_11 (fmin t_3 t_8))
(t_12 (- (sqrt (+ t_11 1.0)) (sqrt t_11))))
(if (<= (+ (+ (+ (- (sqrt (+ t_6 1.0)) t_7) t_12) t_5) t_10) 1.0002)
(+
(fma
0.5
(/ 1.0 (* t_11 (sqrt (/ 1.0 t_11))))
(/ 1.0 (+ t_7 (sqrt (+ 1.0 t_6)))))
t_10)
(+ (+ (+ (/ 1.0 (+ 1.0 t_7)) t_12) t_5) t_10))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmax(x, y), t_1);
double t_4 = fmin(fmin(x, y), z);
double t_5 = sqrt((t_2 + 1.0)) - sqrt(t_2);
double t_6 = fmin(t_4, t);
double t_7 = sqrt(t_6);
double t_8 = fmax(t_4, t);
double t_9 = fmax(t_3, t_8);
double t_10 = sqrt((t_9 + 1.0)) - sqrt(t_9);
double t_11 = fmin(t_3, t_8);
double t_12 = sqrt((t_11 + 1.0)) - sqrt(t_11);
double tmp;
if (((((sqrt((t_6 + 1.0)) - t_7) + t_12) + t_5) + t_10) <= 1.0002) {
tmp = fma(0.5, (1.0 / (t_11 * sqrt((1.0 / t_11)))), (1.0 / (t_7 + sqrt((1.0 + t_6))))) + t_10;
} else {
tmp = (((1.0 / (1.0 + t_7)) + t_12) + t_5) + t_10;
}
return tmp;
}
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmax(x, y), t_1) t_4 = fmin(fmin(x, y), z) t_5 = Float64(sqrt(Float64(t_2 + 1.0)) - sqrt(t_2)) t_6 = fmin(t_4, t) t_7 = sqrt(t_6) t_8 = fmax(t_4, t) t_9 = fmax(t_3, t_8) t_10 = Float64(sqrt(Float64(t_9 + 1.0)) - sqrt(t_9)) t_11 = fmin(t_3, t_8) t_12 = Float64(sqrt(Float64(t_11 + 1.0)) - sqrt(t_11)) tmp = 0.0 if (Float64(Float64(Float64(Float64(sqrt(Float64(t_6 + 1.0)) - t_7) + t_12) + t_5) + t_10) <= 1.0002) tmp = Float64(fma(0.5, Float64(1.0 / Float64(t_11 * sqrt(Float64(1.0 / t_11)))), Float64(1.0 / Float64(t_7 + sqrt(Float64(1.0 + t_6))))) + t_10); else tmp = Float64(Float64(Float64(Float64(1.0 / Float64(1.0 + t_7)) + t_12) + t_5) + t_10); end return tmp end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$3 = N[Min[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$4 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$5 = N[(N[Sqrt[N[(t$95$2 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$2], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$6 = N[Min[t$95$4, t], $MachinePrecision]}, Block[{t$95$7 = N[Sqrt[t$95$6], $MachinePrecision]}, Block[{t$95$8 = N[Max[t$95$4, t], $MachinePrecision]}, Block[{t$95$9 = N[Max[t$95$3, t$95$8], $MachinePrecision]}, Block[{t$95$10 = N[(N[Sqrt[N[(t$95$9 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$9], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$11 = N[Min[t$95$3, t$95$8], $MachinePrecision]}, Block[{t$95$12 = N[(N[Sqrt[N[(t$95$11 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$11], $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[(N[(N[Sqrt[N[(t$95$6 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$7), $MachinePrecision] + t$95$12), $MachinePrecision] + t$95$5), $MachinePrecision] + t$95$10), $MachinePrecision], 1.0002], N[(N[(0.5 * N[(1.0 / N[(t$95$11 * N[Sqrt[N[(1.0 / t$95$11), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.0 / N[(t$95$7 + N[Sqrt[N[(1.0 + t$95$6), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$10), $MachinePrecision], N[(N[(N[(N[(1.0 / N[(1.0 + t$95$7), $MachinePrecision]), $MachinePrecision] + t$95$12), $MachinePrecision] + t$95$5), $MachinePrecision] + t$95$10), $MachinePrecision]]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_3 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_4 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_5 := \sqrt{t\_2 + 1} - \sqrt{t\_2}\\
t_6 := \mathsf{min}\left(t\_4, t\right)\\
t_7 := \sqrt{t\_6}\\
t_8 := \mathsf{max}\left(t\_4, t\right)\\
t_9 := \mathsf{max}\left(t\_3, t\_8\right)\\
t_10 := \sqrt{t\_9 + 1} - \sqrt{t\_9}\\
t_11 := \mathsf{min}\left(t\_3, t\_8\right)\\
t_12 := \sqrt{t\_11 + 1} - \sqrt{t\_11}\\
\mathbf{if}\;\left(\left(\left(\sqrt{t\_6 + 1} - t\_7\right) + t\_12\right) + t\_5\right) + t\_10 \leq 1.0002:\\
\;\;\;\;\mathsf{fma}\left(0.5, \frac{1}{t\_11 \cdot \sqrt{\frac{1}{t\_11}}}, \frac{1}{t\_7 + \sqrt{1 + t\_6}}\right) + t\_10\\
\mathbf{else}:\\
\;\;\;\;\left(\left(\frac{1}{1 + t\_7} + t\_12\right) + t\_5\right) + t\_10\\
\end{array}
if (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 1.0002Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in y around inf
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6428.7
Applied rewrites28.7%
if 1.0002 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in x around 0
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f6490.5
Applied rewrites90.5%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmin (fmin x y) z))
(t_2 (fmax t_1 t))
(t_3 (fmax (fmin x y) z))
(t_4 (fmax (fmax x y) t_3))
(t_5 (fmin (fmax x y) t_3))
(t_6 (fmin t_5 t_2))
(t_7 (fmax t_5 t_2))
(t_8 (- (sqrt (+ t_7 1.0)) (sqrt t_7)))
(t_9 (fmin t_1 t))
(t_10 (sqrt t_9)))
(if (<= t_6 1.2)
(+
(+
(- (+ 2.0 (* 0.5 t_6)) (+ t_10 (sqrt t_6)))
(- (sqrt (+ t_4 1.0)) (sqrt t_4)))
t_8)
(+
(fma
0.5
(/ 1.0 (* t_6 (sqrt (/ 1.0 t_6))))
(/ 1.0 (+ t_10 (sqrt (+ 1.0 t_9)))))
t_8))))double code(double x, double y, double z, double t) {
double t_1 = fmin(fmin(x, y), z);
double t_2 = fmax(t_1, t);
double t_3 = fmax(fmin(x, y), z);
double t_4 = fmax(fmax(x, y), t_3);
double t_5 = fmin(fmax(x, y), t_3);
double t_6 = fmin(t_5, t_2);
double t_7 = fmax(t_5, t_2);
double t_8 = sqrt((t_7 + 1.0)) - sqrt(t_7);
double t_9 = fmin(t_1, t);
double t_10 = sqrt(t_9);
double tmp;
if (t_6 <= 1.2) {
tmp = (((2.0 + (0.5 * t_6)) - (t_10 + sqrt(t_6))) + (sqrt((t_4 + 1.0)) - sqrt(t_4))) + t_8;
} else {
tmp = fma(0.5, (1.0 / (t_6 * sqrt((1.0 / t_6)))), (1.0 / (t_10 + sqrt((1.0 + t_9))))) + t_8;
}
return tmp;
}
function code(x, y, z, t) t_1 = fmin(fmin(x, y), z) t_2 = fmax(t_1, t) t_3 = fmax(fmin(x, y), z) t_4 = fmax(fmax(x, y), t_3) t_5 = fmin(fmax(x, y), t_3) t_6 = fmin(t_5, t_2) t_7 = fmax(t_5, t_2) t_8 = Float64(sqrt(Float64(t_7 + 1.0)) - sqrt(t_7)) t_9 = fmin(t_1, t) t_10 = sqrt(t_9) tmp = 0.0 if (t_6 <= 1.2) tmp = Float64(Float64(Float64(Float64(2.0 + Float64(0.5 * t_6)) - Float64(t_10 + sqrt(t_6))) + Float64(sqrt(Float64(t_4 + 1.0)) - sqrt(t_4))) + t_8); else tmp = Float64(fma(0.5, Float64(1.0 / Float64(t_6 * sqrt(Float64(1.0 / t_6)))), Float64(1.0 / Float64(t_10 + sqrt(Float64(1.0 + t_9))))) + t_8); end return tmp end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[t$95$1, t], $MachinePrecision]}, Block[{t$95$3 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$4 = N[Max[N[Max[x, y], $MachinePrecision], t$95$3], $MachinePrecision]}, Block[{t$95$5 = N[Min[N[Max[x, y], $MachinePrecision], t$95$3], $MachinePrecision]}, Block[{t$95$6 = N[Min[t$95$5, t$95$2], $MachinePrecision]}, Block[{t$95$7 = N[Max[t$95$5, t$95$2], $MachinePrecision]}, Block[{t$95$8 = N[(N[Sqrt[N[(t$95$7 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$7], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$9 = N[Min[t$95$1, t], $MachinePrecision]}, Block[{t$95$10 = N[Sqrt[t$95$9], $MachinePrecision]}, If[LessEqual[t$95$6, 1.2], N[(N[(N[(N[(2.0 + N[(0.5 * t$95$6), $MachinePrecision]), $MachinePrecision] - N[(t$95$10 + N[Sqrt[t$95$6], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$4 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$4], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$8), $MachinePrecision], N[(N[(0.5 * N[(1.0 / N[(t$95$6 * N[Sqrt[N[(1.0 / t$95$6), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.0 / N[(t$95$10 + N[Sqrt[N[(1.0 + t$95$9), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$8), $MachinePrecision]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(t\_1, t\right)\\
t_3 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_4 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_3\right)\\
t_5 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_3\right)\\
t_6 := \mathsf{min}\left(t\_5, t\_2\right)\\
t_7 := \mathsf{max}\left(t\_5, t\_2\right)\\
t_8 := \sqrt{t\_7 + 1} - \sqrt{t\_7}\\
t_9 := \mathsf{min}\left(t\_1, t\right)\\
t_10 := \sqrt{t\_9}\\
\mathbf{if}\;t\_6 \leq 1.2:\\
\;\;\;\;\left(\left(\left(2 + 0.5 \cdot t\_6\right) - \left(t\_10 + \sqrt{t\_6}\right)\right) + \left(\sqrt{t\_4 + 1} - \sqrt{t\_4}\right)\right) + t\_8\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(0.5, \frac{1}{t\_6 \cdot \sqrt{\frac{1}{t\_6}}}, \frac{1}{t\_10 + \sqrt{1 + t\_9}}\right) + t\_8\\
\end{array}
if y < 1.19999999999999996Initial program 92.0%
Taylor expanded in y around 0
lower--.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6436.0
Applied rewrites36.0%
Taylor expanded in x around 0
lower-+.f64N/A
lower-*.f6427.1
Applied rewrites27.1%
if 1.19999999999999996 < y Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in y around inf
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6428.7
Applied rewrites28.7%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmin (fmin x y) z))
(t_2 (fmax t_1 t))
(t_3 (fmax (fmin x y) z))
(t_4 (fmax (fmax x y) t_3))
(t_5 (fmin (fmax x y) t_3))
(t_6 (fmin t_5 t_2))
(t_7 (sqrt t_6))
(t_8 (fmax t_5 t_2))
(t_9 (- (sqrt (+ t_8 1.0)) (sqrt t_8)))
(t_10 (fmin t_1 t))
(t_11 (sqrt t_10)))
(if (<= t_6 0.18)
(+
(+
(- (+ 2.0 (* 0.5 t_6)) (+ t_11 t_7))
(- (sqrt (+ t_4 1.0)) (sqrt t_4)))
t_9)
(+
(+ (/ 1.0 (+ t_11 (sqrt (- t_10 -1.0)))) (- (sqrt (- t_6 -1.0)) t_7))
t_9))))double code(double x, double y, double z, double t) {
double t_1 = fmin(fmin(x, y), z);
double t_2 = fmax(t_1, t);
double t_3 = fmax(fmin(x, y), z);
double t_4 = fmax(fmax(x, y), t_3);
double t_5 = fmin(fmax(x, y), t_3);
double t_6 = fmin(t_5, t_2);
double t_7 = sqrt(t_6);
double t_8 = fmax(t_5, t_2);
double t_9 = sqrt((t_8 + 1.0)) - sqrt(t_8);
double t_10 = fmin(t_1, t);
double t_11 = sqrt(t_10);
double tmp;
if (t_6 <= 0.18) {
tmp = (((2.0 + (0.5 * t_6)) - (t_11 + t_7)) + (sqrt((t_4 + 1.0)) - sqrt(t_4))) + t_9;
} else {
tmp = ((1.0 / (t_11 + sqrt((t_10 - -1.0)))) + (sqrt((t_6 - -1.0)) - t_7)) + t_9;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8) :: t_1
real(8) :: t_10
real(8) :: t_11
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: t_5
real(8) :: t_6
real(8) :: t_7
real(8) :: t_8
real(8) :: t_9
real(8) :: tmp
t_1 = fmin(fmin(x, y), z)
t_2 = fmax(t_1, t)
t_3 = fmax(fmin(x, y), z)
t_4 = fmax(fmax(x, y), t_3)
t_5 = fmin(fmax(x, y), t_3)
t_6 = fmin(t_5, t_2)
t_7 = sqrt(t_6)
t_8 = fmax(t_5, t_2)
t_9 = sqrt((t_8 + 1.0d0)) - sqrt(t_8)
t_10 = fmin(t_1, t)
t_11 = sqrt(t_10)
if (t_6 <= 0.18d0) then
tmp = (((2.0d0 + (0.5d0 * t_6)) - (t_11 + t_7)) + (sqrt((t_4 + 1.0d0)) - sqrt(t_4))) + t_9
else
tmp = ((1.0d0 / (t_11 + sqrt((t_10 - (-1.0d0))))) + (sqrt((t_6 - (-1.0d0))) - t_7)) + t_9
end if
code = tmp
end function
public static double code(double x, double y, double z, double t) {
double t_1 = fmin(fmin(x, y), z);
double t_2 = fmax(t_1, t);
double t_3 = fmax(fmin(x, y), z);
double t_4 = fmax(fmax(x, y), t_3);
double t_5 = fmin(fmax(x, y), t_3);
double t_6 = fmin(t_5, t_2);
double t_7 = Math.sqrt(t_6);
double t_8 = fmax(t_5, t_2);
double t_9 = Math.sqrt((t_8 + 1.0)) - Math.sqrt(t_8);
double t_10 = fmin(t_1, t);
double t_11 = Math.sqrt(t_10);
double tmp;
if (t_6 <= 0.18) {
tmp = (((2.0 + (0.5 * t_6)) - (t_11 + t_7)) + (Math.sqrt((t_4 + 1.0)) - Math.sqrt(t_4))) + t_9;
} else {
tmp = ((1.0 / (t_11 + Math.sqrt((t_10 - -1.0)))) + (Math.sqrt((t_6 - -1.0)) - t_7)) + t_9;
}
return tmp;
}
def code(x, y, z, t): t_1 = fmin(fmin(x, y), z) t_2 = fmax(t_1, t) t_3 = fmax(fmin(x, y), z) t_4 = fmax(fmax(x, y), t_3) t_5 = fmin(fmax(x, y), t_3) t_6 = fmin(t_5, t_2) t_7 = math.sqrt(t_6) t_8 = fmax(t_5, t_2) t_9 = math.sqrt((t_8 + 1.0)) - math.sqrt(t_8) t_10 = fmin(t_1, t) t_11 = math.sqrt(t_10) tmp = 0 if t_6 <= 0.18: tmp = (((2.0 + (0.5 * t_6)) - (t_11 + t_7)) + (math.sqrt((t_4 + 1.0)) - math.sqrt(t_4))) + t_9 else: tmp = ((1.0 / (t_11 + math.sqrt((t_10 - -1.0)))) + (math.sqrt((t_6 - -1.0)) - t_7)) + t_9 return tmp
function code(x, y, z, t) t_1 = fmin(fmin(x, y), z) t_2 = fmax(t_1, t) t_3 = fmax(fmin(x, y), z) t_4 = fmax(fmax(x, y), t_3) t_5 = fmin(fmax(x, y), t_3) t_6 = fmin(t_5, t_2) t_7 = sqrt(t_6) t_8 = fmax(t_5, t_2) t_9 = Float64(sqrt(Float64(t_8 + 1.0)) - sqrt(t_8)) t_10 = fmin(t_1, t) t_11 = sqrt(t_10) tmp = 0.0 if (t_6 <= 0.18) tmp = Float64(Float64(Float64(Float64(2.0 + Float64(0.5 * t_6)) - Float64(t_11 + t_7)) + Float64(sqrt(Float64(t_4 + 1.0)) - sqrt(t_4))) + t_9); else tmp = Float64(Float64(Float64(1.0 / Float64(t_11 + sqrt(Float64(t_10 - -1.0)))) + Float64(sqrt(Float64(t_6 - -1.0)) - t_7)) + t_9); end return tmp end
function tmp_2 = code(x, y, z, t) t_1 = min(min(x, y), z); t_2 = max(t_1, t); t_3 = max(min(x, y), z); t_4 = max(max(x, y), t_3); t_5 = min(max(x, y), t_3); t_6 = min(t_5, t_2); t_7 = sqrt(t_6); t_8 = max(t_5, t_2); t_9 = sqrt((t_8 + 1.0)) - sqrt(t_8); t_10 = min(t_1, t); t_11 = sqrt(t_10); tmp = 0.0; if (t_6 <= 0.18) tmp = (((2.0 + (0.5 * t_6)) - (t_11 + t_7)) + (sqrt((t_4 + 1.0)) - sqrt(t_4))) + t_9; else tmp = ((1.0 / (t_11 + sqrt((t_10 - -1.0)))) + (sqrt((t_6 - -1.0)) - t_7)) + t_9; end tmp_2 = tmp; end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[t$95$1, t], $MachinePrecision]}, Block[{t$95$3 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$4 = N[Max[N[Max[x, y], $MachinePrecision], t$95$3], $MachinePrecision]}, Block[{t$95$5 = N[Min[N[Max[x, y], $MachinePrecision], t$95$3], $MachinePrecision]}, Block[{t$95$6 = N[Min[t$95$5, t$95$2], $MachinePrecision]}, Block[{t$95$7 = N[Sqrt[t$95$6], $MachinePrecision]}, Block[{t$95$8 = N[Max[t$95$5, t$95$2], $MachinePrecision]}, Block[{t$95$9 = N[(N[Sqrt[N[(t$95$8 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$8], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$10 = N[Min[t$95$1, t], $MachinePrecision]}, Block[{t$95$11 = N[Sqrt[t$95$10], $MachinePrecision]}, If[LessEqual[t$95$6, 0.18], N[(N[(N[(N[(2.0 + N[(0.5 * t$95$6), $MachinePrecision]), $MachinePrecision] - N[(t$95$11 + t$95$7), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$4 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$4], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$9), $MachinePrecision], N[(N[(N[(1.0 / N[(t$95$11 + N[Sqrt[N[(t$95$10 - -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$6 - -1.0), $MachinePrecision]], $MachinePrecision] - t$95$7), $MachinePrecision]), $MachinePrecision] + t$95$9), $MachinePrecision]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(t\_1, t\right)\\
t_3 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_4 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_3\right)\\
t_5 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_3\right)\\
t_6 := \mathsf{min}\left(t\_5, t\_2\right)\\
t_7 := \sqrt{t\_6}\\
t_8 := \mathsf{max}\left(t\_5, t\_2\right)\\
t_9 := \sqrt{t\_8 + 1} - \sqrt{t\_8}\\
t_10 := \mathsf{min}\left(t\_1, t\right)\\
t_11 := \sqrt{t\_10}\\
\mathbf{if}\;t\_6 \leq 0.18:\\
\;\;\;\;\left(\left(\left(2 + 0.5 \cdot t\_6\right) - \left(t\_11 + t\_7\right)\right) + \left(\sqrt{t\_4 + 1} - \sqrt{t\_4}\right)\right) + t\_9\\
\mathbf{else}:\\
\;\;\;\;\left(\frac{1}{t\_11 + \sqrt{t\_10 - -1}} + \left(\sqrt{t\_6 - -1} - t\_7\right)\right) + t\_9\\
\end{array}
if y < 0.17999999999999999Initial program 92.0%
Taylor expanded in y around 0
lower--.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-*.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6436.0
Applied rewrites36.0%
Taylor expanded in x around 0
lower-+.f64N/A
lower-*.f6427.1
Applied rewrites27.1%
if 0.17999999999999999 < y Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
lift--.f64N/A
lift-+.f64N/A
+-commutativeN/A
associate--l+N/A
lift-sqrt.f64N/A
lift-+.f64N/A
+-commutativeN/A
lift-sqrt.f64N/A
lower-+.f64N/A
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
metadata-evalN/A
lift--.f64N/A
Applied rewrites52.9%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (fmax (fmax x y) t_1))
(t_3 (fmin (fmin x y) z))
(t_4 (fmin t_3 t))
(t_5 (fmax t_3 t))
(t_6 (fmin (fmax x y) t_1))
(t_7 (fmax t_6 t_5))
(t_8 (- (sqrt (+ t_7 1.0)) (sqrt t_7)))
(t_9 (fmin t_6 t_5))
(t_10 (sqrt t_9))
(t_11 (sqrt t_4)))
(if (<= t_9 1.15e-13)
(+ (+ (- 2.0 (+ t_11 t_10)) (- (sqrt (+ t_2 1.0)) (sqrt t_2))) t_8)
(+
(+ (/ 1.0 (+ t_11 (sqrt (- t_4 -1.0)))) (- (sqrt (- t_9 -1.0)) t_10))
t_8))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmin(x, y), z);
double t_4 = fmin(t_3, t);
double t_5 = fmax(t_3, t);
double t_6 = fmin(fmax(x, y), t_1);
double t_7 = fmax(t_6, t_5);
double t_8 = sqrt((t_7 + 1.0)) - sqrt(t_7);
double t_9 = fmin(t_6, t_5);
double t_10 = sqrt(t_9);
double t_11 = sqrt(t_4);
double tmp;
if (t_9 <= 1.15e-13) {
tmp = ((2.0 - (t_11 + t_10)) + (sqrt((t_2 + 1.0)) - sqrt(t_2))) + t_8;
} else {
tmp = ((1.0 / (t_11 + sqrt((t_4 - -1.0)))) + (sqrt((t_9 - -1.0)) - t_10)) + t_8;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8) :: t_1
real(8) :: t_10
real(8) :: t_11
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: t_5
real(8) :: t_6
real(8) :: t_7
real(8) :: t_8
real(8) :: t_9
real(8) :: tmp
t_1 = fmax(fmin(x, y), z)
t_2 = fmax(fmax(x, y), t_1)
t_3 = fmin(fmin(x, y), z)
t_4 = fmin(t_3, t)
t_5 = fmax(t_3, t)
t_6 = fmin(fmax(x, y), t_1)
t_7 = fmax(t_6, t_5)
t_8 = sqrt((t_7 + 1.0d0)) - sqrt(t_7)
t_9 = fmin(t_6, t_5)
t_10 = sqrt(t_9)
t_11 = sqrt(t_4)
if (t_9 <= 1.15d-13) then
tmp = ((2.0d0 - (t_11 + t_10)) + (sqrt((t_2 + 1.0d0)) - sqrt(t_2))) + t_8
else
tmp = ((1.0d0 / (t_11 + sqrt((t_4 - (-1.0d0))))) + (sqrt((t_9 - (-1.0d0))) - t_10)) + t_8
end if
code = tmp
end function
public static double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmin(x, y), z);
double t_4 = fmin(t_3, t);
double t_5 = fmax(t_3, t);
double t_6 = fmin(fmax(x, y), t_1);
double t_7 = fmax(t_6, t_5);
double t_8 = Math.sqrt((t_7 + 1.0)) - Math.sqrt(t_7);
double t_9 = fmin(t_6, t_5);
double t_10 = Math.sqrt(t_9);
double t_11 = Math.sqrt(t_4);
double tmp;
if (t_9 <= 1.15e-13) {
tmp = ((2.0 - (t_11 + t_10)) + (Math.sqrt((t_2 + 1.0)) - Math.sqrt(t_2))) + t_8;
} else {
tmp = ((1.0 / (t_11 + Math.sqrt((t_4 - -1.0)))) + (Math.sqrt((t_9 - -1.0)) - t_10)) + t_8;
}
return tmp;
}
def code(x, y, z, t): t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmin(x, y), z) t_4 = fmin(t_3, t) t_5 = fmax(t_3, t) t_6 = fmin(fmax(x, y), t_1) t_7 = fmax(t_6, t_5) t_8 = math.sqrt((t_7 + 1.0)) - math.sqrt(t_7) t_9 = fmin(t_6, t_5) t_10 = math.sqrt(t_9) t_11 = math.sqrt(t_4) tmp = 0 if t_9 <= 1.15e-13: tmp = ((2.0 - (t_11 + t_10)) + (math.sqrt((t_2 + 1.0)) - math.sqrt(t_2))) + t_8 else: tmp = ((1.0 / (t_11 + math.sqrt((t_4 - -1.0)))) + (math.sqrt((t_9 - -1.0)) - t_10)) + t_8 return tmp
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmin(x, y), z) t_4 = fmin(t_3, t) t_5 = fmax(t_3, t) t_6 = fmin(fmax(x, y), t_1) t_7 = fmax(t_6, t_5) t_8 = Float64(sqrt(Float64(t_7 + 1.0)) - sqrt(t_7)) t_9 = fmin(t_6, t_5) t_10 = sqrt(t_9) t_11 = sqrt(t_4) tmp = 0.0 if (t_9 <= 1.15e-13) tmp = Float64(Float64(Float64(2.0 - Float64(t_11 + t_10)) + Float64(sqrt(Float64(t_2 + 1.0)) - sqrt(t_2))) + t_8); else tmp = Float64(Float64(Float64(1.0 / Float64(t_11 + sqrt(Float64(t_4 - -1.0)))) + Float64(sqrt(Float64(t_9 - -1.0)) - t_10)) + t_8); end return tmp end
function tmp_2 = code(x, y, z, t) t_1 = max(min(x, y), z); t_2 = max(max(x, y), t_1); t_3 = min(min(x, y), z); t_4 = min(t_3, t); t_5 = max(t_3, t); t_6 = min(max(x, y), t_1); t_7 = max(t_6, t_5); t_8 = sqrt((t_7 + 1.0)) - sqrt(t_7); t_9 = min(t_6, t_5); t_10 = sqrt(t_9); t_11 = sqrt(t_4); tmp = 0.0; if (t_9 <= 1.15e-13) tmp = ((2.0 - (t_11 + t_10)) + (sqrt((t_2 + 1.0)) - sqrt(t_2))) + t_8; else tmp = ((1.0 / (t_11 + sqrt((t_4 - -1.0)))) + (sqrt((t_9 - -1.0)) - t_10)) + t_8; end tmp_2 = tmp; end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$3 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$4 = N[Min[t$95$3, t], $MachinePrecision]}, Block[{t$95$5 = N[Max[t$95$3, t], $MachinePrecision]}, Block[{t$95$6 = N[Min[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$7 = N[Max[t$95$6, t$95$5], $MachinePrecision]}, Block[{t$95$8 = N[(N[Sqrt[N[(t$95$7 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$7], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$9 = N[Min[t$95$6, t$95$5], $MachinePrecision]}, Block[{t$95$10 = N[Sqrt[t$95$9], $MachinePrecision]}, Block[{t$95$11 = N[Sqrt[t$95$4], $MachinePrecision]}, If[LessEqual[t$95$9, 1.15e-13], N[(N[(N[(2.0 - N[(t$95$11 + t$95$10), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$2 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$2], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$8), $MachinePrecision], N[(N[(N[(1.0 / N[(t$95$11 + N[Sqrt[N[(t$95$4 - -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$9 - -1.0), $MachinePrecision]], $MachinePrecision] - t$95$10), $MachinePrecision]), $MachinePrecision] + t$95$8), $MachinePrecision]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_3 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_4 := \mathsf{min}\left(t\_3, t\right)\\
t_5 := \mathsf{max}\left(t\_3, t\right)\\
t_6 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_7 := \mathsf{max}\left(t\_6, t\_5\right)\\
t_8 := \sqrt{t\_7 + 1} - \sqrt{t\_7}\\
t_9 := \mathsf{min}\left(t\_6, t\_5\right)\\
t_10 := \sqrt{t\_9}\\
t_11 := \sqrt{t\_4}\\
\mathbf{if}\;t\_9 \leq 1.15 \cdot 10^{-13}:\\
\;\;\;\;\left(\left(2 - \left(t\_11 + t\_10\right)\right) + \left(\sqrt{t\_2 + 1} - \sqrt{t\_2}\right)\right) + t\_8\\
\mathbf{else}:\\
\;\;\;\;\left(\frac{1}{t\_11 + \sqrt{t\_4 - -1}} + \left(\sqrt{t\_9 - -1} - t\_10\right)\right) + t\_8\\
\end{array}
if y < 1.1499999999999999e-13Initial program 92.0%
Taylor expanded in y around 0
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6437.8
Applied rewrites37.8%
Taylor expanded in x around 0
Applied rewrites25.2%
if 1.1499999999999999e-13 < y Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
lift--.f64N/A
lift-+.f64N/A
+-commutativeN/A
associate--l+N/A
lift-sqrt.f64N/A
lift-+.f64N/A
+-commutativeN/A
lift-sqrt.f64N/A
lower-+.f64N/A
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
metadata-evalN/A
lift--.f64N/A
Applied rewrites52.9%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (fmax (fmax x y) t_1))
(t_3 (fmin (fmin x y) z))
(t_4 (fmin t_3 t))
(t_5 (fmax t_3 t))
(t_6 (fmin (fmax x y) t_1))
(t_7 (fmax t_6 t_5))
(t_8 (- (sqrt (+ t_7 1.0)) (sqrt t_7)))
(t_9 (fmin t_6 t_5))
(t_10 (sqrt t_9))
(t_11 (sqrt t_4)))
(if (<= t_9 1.15e-13)
(+ (+ (- 2.0 (+ t_11 t_10)) (- (sqrt (+ t_2 1.0)) (sqrt t_2))) t_8)
(if (<= t_9 1600000000000.0)
(+ (- (+ (sqrt (+ 1.0 t_9)) (/ 1.0 (+ 1.0 t_11))) t_10) t_8)
(+ (/ 1.0 (+ t_11 (sqrt (+ 1.0 t_4)))) t_8)))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmin(x, y), z);
double t_4 = fmin(t_3, t);
double t_5 = fmax(t_3, t);
double t_6 = fmin(fmax(x, y), t_1);
double t_7 = fmax(t_6, t_5);
double t_8 = sqrt((t_7 + 1.0)) - sqrt(t_7);
double t_9 = fmin(t_6, t_5);
double t_10 = sqrt(t_9);
double t_11 = sqrt(t_4);
double tmp;
if (t_9 <= 1.15e-13) {
tmp = ((2.0 - (t_11 + t_10)) + (sqrt((t_2 + 1.0)) - sqrt(t_2))) + t_8;
} else if (t_9 <= 1600000000000.0) {
tmp = ((sqrt((1.0 + t_9)) + (1.0 / (1.0 + t_11))) - t_10) + t_8;
} else {
tmp = (1.0 / (t_11 + sqrt((1.0 + t_4)))) + t_8;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8) :: t_1
real(8) :: t_10
real(8) :: t_11
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: t_5
real(8) :: t_6
real(8) :: t_7
real(8) :: t_8
real(8) :: t_9
real(8) :: tmp
t_1 = fmax(fmin(x, y), z)
t_2 = fmax(fmax(x, y), t_1)
t_3 = fmin(fmin(x, y), z)
t_4 = fmin(t_3, t)
t_5 = fmax(t_3, t)
t_6 = fmin(fmax(x, y), t_1)
t_7 = fmax(t_6, t_5)
t_8 = sqrt((t_7 + 1.0d0)) - sqrt(t_7)
t_9 = fmin(t_6, t_5)
t_10 = sqrt(t_9)
t_11 = sqrt(t_4)
if (t_9 <= 1.15d-13) then
tmp = ((2.0d0 - (t_11 + t_10)) + (sqrt((t_2 + 1.0d0)) - sqrt(t_2))) + t_8
else if (t_9 <= 1600000000000.0d0) then
tmp = ((sqrt((1.0d0 + t_9)) + (1.0d0 / (1.0d0 + t_11))) - t_10) + t_8
else
tmp = (1.0d0 / (t_11 + sqrt((1.0d0 + t_4)))) + t_8
end if
code = tmp
end function
public static double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmin(x, y), z);
double t_4 = fmin(t_3, t);
double t_5 = fmax(t_3, t);
double t_6 = fmin(fmax(x, y), t_1);
double t_7 = fmax(t_6, t_5);
double t_8 = Math.sqrt((t_7 + 1.0)) - Math.sqrt(t_7);
double t_9 = fmin(t_6, t_5);
double t_10 = Math.sqrt(t_9);
double t_11 = Math.sqrt(t_4);
double tmp;
if (t_9 <= 1.15e-13) {
tmp = ((2.0 - (t_11 + t_10)) + (Math.sqrt((t_2 + 1.0)) - Math.sqrt(t_2))) + t_8;
} else if (t_9 <= 1600000000000.0) {
tmp = ((Math.sqrt((1.0 + t_9)) + (1.0 / (1.0 + t_11))) - t_10) + t_8;
} else {
tmp = (1.0 / (t_11 + Math.sqrt((1.0 + t_4)))) + t_8;
}
return tmp;
}
def code(x, y, z, t): t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmin(x, y), z) t_4 = fmin(t_3, t) t_5 = fmax(t_3, t) t_6 = fmin(fmax(x, y), t_1) t_7 = fmax(t_6, t_5) t_8 = math.sqrt((t_7 + 1.0)) - math.sqrt(t_7) t_9 = fmin(t_6, t_5) t_10 = math.sqrt(t_9) t_11 = math.sqrt(t_4) tmp = 0 if t_9 <= 1.15e-13: tmp = ((2.0 - (t_11 + t_10)) + (math.sqrt((t_2 + 1.0)) - math.sqrt(t_2))) + t_8 elif t_9 <= 1600000000000.0: tmp = ((math.sqrt((1.0 + t_9)) + (1.0 / (1.0 + t_11))) - t_10) + t_8 else: tmp = (1.0 / (t_11 + math.sqrt((1.0 + t_4)))) + t_8 return tmp
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmin(x, y), z) t_4 = fmin(t_3, t) t_5 = fmax(t_3, t) t_6 = fmin(fmax(x, y), t_1) t_7 = fmax(t_6, t_5) t_8 = Float64(sqrt(Float64(t_7 + 1.0)) - sqrt(t_7)) t_9 = fmin(t_6, t_5) t_10 = sqrt(t_9) t_11 = sqrt(t_4) tmp = 0.0 if (t_9 <= 1.15e-13) tmp = Float64(Float64(Float64(2.0 - Float64(t_11 + t_10)) + Float64(sqrt(Float64(t_2 + 1.0)) - sqrt(t_2))) + t_8); elseif (t_9 <= 1600000000000.0) tmp = Float64(Float64(Float64(sqrt(Float64(1.0 + t_9)) + Float64(1.0 / Float64(1.0 + t_11))) - t_10) + t_8); else tmp = Float64(Float64(1.0 / Float64(t_11 + sqrt(Float64(1.0 + t_4)))) + t_8); end return tmp end
function tmp_2 = code(x, y, z, t) t_1 = max(min(x, y), z); t_2 = max(max(x, y), t_1); t_3 = min(min(x, y), z); t_4 = min(t_3, t); t_5 = max(t_3, t); t_6 = min(max(x, y), t_1); t_7 = max(t_6, t_5); t_8 = sqrt((t_7 + 1.0)) - sqrt(t_7); t_9 = min(t_6, t_5); t_10 = sqrt(t_9); t_11 = sqrt(t_4); tmp = 0.0; if (t_9 <= 1.15e-13) tmp = ((2.0 - (t_11 + t_10)) + (sqrt((t_2 + 1.0)) - sqrt(t_2))) + t_8; elseif (t_9 <= 1600000000000.0) tmp = ((sqrt((1.0 + t_9)) + (1.0 / (1.0 + t_11))) - t_10) + t_8; else tmp = (1.0 / (t_11 + sqrt((1.0 + t_4)))) + t_8; end tmp_2 = tmp; end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$3 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$4 = N[Min[t$95$3, t], $MachinePrecision]}, Block[{t$95$5 = N[Max[t$95$3, t], $MachinePrecision]}, Block[{t$95$6 = N[Min[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$7 = N[Max[t$95$6, t$95$5], $MachinePrecision]}, Block[{t$95$8 = N[(N[Sqrt[N[(t$95$7 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$7], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$9 = N[Min[t$95$6, t$95$5], $MachinePrecision]}, Block[{t$95$10 = N[Sqrt[t$95$9], $MachinePrecision]}, Block[{t$95$11 = N[Sqrt[t$95$4], $MachinePrecision]}, If[LessEqual[t$95$9, 1.15e-13], N[(N[(N[(2.0 - N[(t$95$11 + t$95$10), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$2 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$2], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$8), $MachinePrecision], If[LessEqual[t$95$9, 1600000000000.0], N[(N[(N[(N[Sqrt[N[(1.0 + t$95$9), $MachinePrecision]], $MachinePrecision] + N[(1.0 / N[(1.0 + t$95$11), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - t$95$10), $MachinePrecision] + t$95$8), $MachinePrecision], N[(N[(1.0 / N[(t$95$11 + N[Sqrt[N[(1.0 + t$95$4), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$8), $MachinePrecision]]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_3 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_4 := \mathsf{min}\left(t\_3, t\right)\\
t_5 := \mathsf{max}\left(t\_3, t\right)\\
t_6 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_7 := \mathsf{max}\left(t\_6, t\_5\right)\\
t_8 := \sqrt{t\_7 + 1} - \sqrt{t\_7}\\
t_9 := \mathsf{min}\left(t\_6, t\_5\right)\\
t_10 := \sqrt{t\_9}\\
t_11 := \sqrt{t\_4}\\
\mathbf{if}\;t\_9 \leq 1.15 \cdot 10^{-13}:\\
\;\;\;\;\left(\left(2 - \left(t\_11 + t\_10\right)\right) + \left(\sqrt{t\_2 + 1} - \sqrt{t\_2}\right)\right) + t\_8\\
\mathbf{elif}\;t\_9 \leq 1600000000000:\\
\;\;\;\;\left(\left(\sqrt{1 + t\_9} + \frac{1}{1 + t\_11}\right) - t\_10\right) + t\_8\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{t\_11 + \sqrt{1 + t\_4}} + t\_8\\
\end{array}
if y < 1.1499999999999999e-13Initial program 92.0%
Taylor expanded in y around 0
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6437.8
Applied rewrites37.8%
Taylor expanded in x around 0
Applied rewrites25.2%
if 1.1499999999999999e-13 < y < 1.6e12Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in x around 0
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f6439.9
Applied rewrites39.9%
if 1.6e12 < y Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in y around inf
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6431.3
Applied rewrites31.3%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (fmax (fmax x y) t_1))
(t_3 (fmin (fmax x y) t_1))
(t_4 (fmin (fmin x y) z))
(t_5 (fmin t_4 t))
(t_6 (sqrt t_5))
(t_7 (fmax t_4 t))
(t_8 (fmax t_3 t_7))
(t_9 (fmin t_2 t_8))
(t_10 (sqrt t_9))
(t_11 (fmin t_3 t_7))
(t_12 (fmax t_2 t_8))
(t_13 (- (sqrt (+ t_12 1.0)) (sqrt t_12)))
(t_14 (sqrt t_11))
(t_15
(+
(+
(+ (- (sqrt (+ t_5 1.0)) t_6) (- (sqrt (+ t_11 1.0)) t_14))
(- (sqrt (+ t_9 1.0)) t_10))
t_13)))
(if (<= t_15 1.0)
(+ (/ 1.0 (+ t_6 (sqrt (+ 1.0 t_5)))) t_13)
(if (<= t_15 1.9999999999999996)
(+ (- (+ (sqrt (+ 1.0 t_11)) (/ 1.0 (+ 1.0 t_6))) t_14) t_13)
(+
(+ (sqrt (- t_5 -1.0)) (sqrt (- t_11 -1.0)))
(- (sqrt (- t_9 -1.0)) (+ (+ t_10 t_14) t_6)))))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmax(x, y), t_1);
double t_4 = fmin(fmin(x, y), z);
double t_5 = fmin(t_4, t);
double t_6 = sqrt(t_5);
double t_7 = fmax(t_4, t);
double t_8 = fmax(t_3, t_7);
double t_9 = fmin(t_2, t_8);
double t_10 = sqrt(t_9);
double t_11 = fmin(t_3, t_7);
double t_12 = fmax(t_2, t_8);
double t_13 = sqrt((t_12 + 1.0)) - sqrt(t_12);
double t_14 = sqrt(t_11);
double t_15 = (((sqrt((t_5 + 1.0)) - t_6) + (sqrt((t_11 + 1.0)) - t_14)) + (sqrt((t_9 + 1.0)) - t_10)) + t_13;
double tmp;
if (t_15 <= 1.0) {
tmp = (1.0 / (t_6 + sqrt((1.0 + t_5)))) + t_13;
} else if (t_15 <= 1.9999999999999996) {
tmp = ((sqrt((1.0 + t_11)) + (1.0 / (1.0 + t_6))) - t_14) + t_13;
} else {
tmp = (sqrt((t_5 - -1.0)) + sqrt((t_11 - -1.0))) + (sqrt((t_9 - -1.0)) - ((t_10 + t_14) + t_6));
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8) :: t_1
real(8) :: t_10
real(8) :: t_11
real(8) :: t_12
real(8) :: t_13
real(8) :: t_14
real(8) :: t_15
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: t_5
real(8) :: t_6
real(8) :: t_7
real(8) :: t_8
real(8) :: t_9
real(8) :: tmp
t_1 = fmax(fmin(x, y), z)
t_2 = fmax(fmax(x, y), t_1)
t_3 = fmin(fmax(x, y), t_1)
t_4 = fmin(fmin(x, y), z)
t_5 = fmin(t_4, t)
t_6 = sqrt(t_5)
t_7 = fmax(t_4, t)
t_8 = fmax(t_3, t_7)
t_9 = fmin(t_2, t_8)
t_10 = sqrt(t_9)
t_11 = fmin(t_3, t_7)
t_12 = fmax(t_2, t_8)
t_13 = sqrt((t_12 + 1.0d0)) - sqrt(t_12)
t_14 = sqrt(t_11)
t_15 = (((sqrt((t_5 + 1.0d0)) - t_6) + (sqrt((t_11 + 1.0d0)) - t_14)) + (sqrt((t_9 + 1.0d0)) - t_10)) + t_13
if (t_15 <= 1.0d0) then
tmp = (1.0d0 / (t_6 + sqrt((1.0d0 + t_5)))) + t_13
else if (t_15 <= 1.9999999999999996d0) then
tmp = ((sqrt((1.0d0 + t_11)) + (1.0d0 / (1.0d0 + t_6))) - t_14) + t_13
else
tmp = (sqrt((t_5 - (-1.0d0))) + sqrt((t_11 - (-1.0d0)))) + (sqrt((t_9 - (-1.0d0))) - ((t_10 + t_14) + t_6))
end if
code = tmp
end function
public static double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmax(x, y), t_1);
double t_4 = fmin(fmin(x, y), z);
double t_5 = fmin(t_4, t);
double t_6 = Math.sqrt(t_5);
double t_7 = fmax(t_4, t);
double t_8 = fmax(t_3, t_7);
double t_9 = fmin(t_2, t_8);
double t_10 = Math.sqrt(t_9);
double t_11 = fmin(t_3, t_7);
double t_12 = fmax(t_2, t_8);
double t_13 = Math.sqrt((t_12 + 1.0)) - Math.sqrt(t_12);
double t_14 = Math.sqrt(t_11);
double t_15 = (((Math.sqrt((t_5 + 1.0)) - t_6) + (Math.sqrt((t_11 + 1.0)) - t_14)) + (Math.sqrt((t_9 + 1.0)) - t_10)) + t_13;
double tmp;
if (t_15 <= 1.0) {
tmp = (1.0 / (t_6 + Math.sqrt((1.0 + t_5)))) + t_13;
} else if (t_15 <= 1.9999999999999996) {
tmp = ((Math.sqrt((1.0 + t_11)) + (1.0 / (1.0 + t_6))) - t_14) + t_13;
} else {
tmp = (Math.sqrt((t_5 - -1.0)) + Math.sqrt((t_11 - -1.0))) + (Math.sqrt((t_9 - -1.0)) - ((t_10 + t_14) + t_6));
}
return tmp;
}
def code(x, y, z, t): t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmax(x, y), t_1) t_4 = fmin(fmin(x, y), z) t_5 = fmin(t_4, t) t_6 = math.sqrt(t_5) t_7 = fmax(t_4, t) t_8 = fmax(t_3, t_7) t_9 = fmin(t_2, t_8) t_10 = math.sqrt(t_9) t_11 = fmin(t_3, t_7) t_12 = fmax(t_2, t_8) t_13 = math.sqrt((t_12 + 1.0)) - math.sqrt(t_12) t_14 = math.sqrt(t_11) t_15 = (((math.sqrt((t_5 + 1.0)) - t_6) + (math.sqrt((t_11 + 1.0)) - t_14)) + (math.sqrt((t_9 + 1.0)) - t_10)) + t_13 tmp = 0 if t_15 <= 1.0: tmp = (1.0 / (t_6 + math.sqrt((1.0 + t_5)))) + t_13 elif t_15 <= 1.9999999999999996: tmp = ((math.sqrt((1.0 + t_11)) + (1.0 / (1.0 + t_6))) - t_14) + t_13 else: tmp = (math.sqrt((t_5 - -1.0)) + math.sqrt((t_11 - -1.0))) + (math.sqrt((t_9 - -1.0)) - ((t_10 + t_14) + t_6)) return tmp
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmax(x, y), t_1) t_4 = fmin(fmin(x, y), z) t_5 = fmin(t_4, t) t_6 = sqrt(t_5) t_7 = fmax(t_4, t) t_8 = fmax(t_3, t_7) t_9 = fmin(t_2, t_8) t_10 = sqrt(t_9) t_11 = fmin(t_3, t_7) t_12 = fmax(t_2, t_8) t_13 = Float64(sqrt(Float64(t_12 + 1.0)) - sqrt(t_12)) t_14 = sqrt(t_11) t_15 = Float64(Float64(Float64(Float64(sqrt(Float64(t_5 + 1.0)) - t_6) + Float64(sqrt(Float64(t_11 + 1.0)) - t_14)) + Float64(sqrt(Float64(t_9 + 1.0)) - t_10)) + t_13) tmp = 0.0 if (t_15 <= 1.0) tmp = Float64(Float64(1.0 / Float64(t_6 + sqrt(Float64(1.0 + t_5)))) + t_13); elseif (t_15 <= 1.9999999999999996) tmp = Float64(Float64(Float64(sqrt(Float64(1.0 + t_11)) + Float64(1.0 / Float64(1.0 + t_6))) - t_14) + t_13); else tmp = Float64(Float64(sqrt(Float64(t_5 - -1.0)) + sqrt(Float64(t_11 - -1.0))) + Float64(sqrt(Float64(t_9 - -1.0)) - Float64(Float64(t_10 + t_14) + t_6))); end return tmp end
function tmp_2 = code(x, y, z, t) t_1 = max(min(x, y), z); t_2 = max(max(x, y), t_1); t_3 = min(max(x, y), t_1); t_4 = min(min(x, y), z); t_5 = min(t_4, t); t_6 = sqrt(t_5); t_7 = max(t_4, t); t_8 = max(t_3, t_7); t_9 = min(t_2, t_8); t_10 = sqrt(t_9); t_11 = min(t_3, t_7); t_12 = max(t_2, t_8); t_13 = sqrt((t_12 + 1.0)) - sqrt(t_12); t_14 = sqrt(t_11); t_15 = (((sqrt((t_5 + 1.0)) - t_6) + (sqrt((t_11 + 1.0)) - t_14)) + (sqrt((t_9 + 1.0)) - t_10)) + t_13; tmp = 0.0; if (t_15 <= 1.0) tmp = (1.0 / (t_6 + sqrt((1.0 + t_5)))) + t_13; elseif (t_15 <= 1.9999999999999996) tmp = ((sqrt((1.0 + t_11)) + (1.0 / (1.0 + t_6))) - t_14) + t_13; else tmp = (sqrt((t_5 - -1.0)) + sqrt((t_11 - -1.0))) + (sqrt((t_9 - -1.0)) - ((t_10 + t_14) + t_6)); end tmp_2 = tmp; end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$3 = N[Min[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$4 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$5 = N[Min[t$95$4, t], $MachinePrecision]}, Block[{t$95$6 = N[Sqrt[t$95$5], $MachinePrecision]}, Block[{t$95$7 = N[Max[t$95$4, t], $MachinePrecision]}, Block[{t$95$8 = N[Max[t$95$3, t$95$7], $MachinePrecision]}, Block[{t$95$9 = N[Min[t$95$2, t$95$8], $MachinePrecision]}, Block[{t$95$10 = N[Sqrt[t$95$9], $MachinePrecision]}, Block[{t$95$11 = N[Min[t$95$3, t$95$7], $MachinePrecision]}, Block[{t$95$12 = N[Max[t$95$2, t$95$8], $MachinePrecision]}, Block[{t$95$13 = N[(N[Sqrt[N[(t$95$12 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$12], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$14 = N[Sqrt[t$95$11], $MachinePrecision]}, Block[{t$95$15 = N[(N[(N[(N[(N[Sqrt[N[(t$95$5 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$6), $MachinePrecision] + N[(N[Sqrt[N[(t$95$11 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$14), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$9 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$10), $MachinePrecision]), $MachinePrecision] + t$95$13), $MachinePrecision]}, If[LessEqual[t$95$15, 1.0], N[(N[(1.0 / N[(t$95$6 + N[Sqrt[N[(1.0 + t$95$5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$13), $MachinePrecision], If[LessEqual[t$95$15, 1.9999999999999996], N[(N[(N[(N[Sqrt[N[(1.0 + t$95$11), $MachinePrecision]], $MachinePrecision] + N[(1.0 / N[(1.0 + t$95$6), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - t$95$14), $MachinePrecision] + t$95$13), $MachinePrecision], N[(N[(N[Sqrt[N[(t$95$5 - -1.0), $MachinePrecision]], $MachinePrecision] + N[Sqrt[N[(t$95$11 - -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$9 - -1.0), $MachinePrecision]], $MachinePrecision] - N[(N[(t$95$10 + t$95$14), $MachinePrecision] + t$95$6), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_3 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_4 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_5 := \mathsf{min}\left(t\_4, t\right)\\
t_6 := \sqrt{t\_5}\\
t_7 := \mathsf{max}\left(t\_4, t\right)\\
t_8 := \mathsf{max}\left(t\_3, t\_7\right)\\
t_9 := \mathsf{min}\left(t\_2, t\_8\right)\\
t_10 := \sqrt{t\_9}\\
t_11 := \mathsf{min}\left(t\_3, t\_7\right)\\
t_12 := \mathsf{max}\left(t\_2, t\_8\right)\\
t_13 := \sqrt{t\_12 + 1} - \sqrt{t\_12}\\
t_14 := \sqrt{t\_11}\\
t_15 := \left(\left(\left(\sqrt{t\_5 + 1} - t\_6\right) + \left(\sqrt{t\_11 + 1} - t\_14\right)\right) + \left(\sqrt{t\_9 + 1} - t\_10\right)\right) + t\_13\\
\mathbf{if}\;t\_15 \leq 1:\\
\;\;\;\;\frac{1}{t\_6 + \sqrt{1 + t\_5}} + t\_13\\
\mathbf{elif}\;t\_15 \leq 1.9999999999999996:\\
\;\;\;\;\left(\left(\sqrt{1 + t\_11} + \frac{1}{1 + t\_6}\right) - t\_14\right) + t\_13\\
\mathbf{else}:\\
\;\;\;\;\left(\sqrt{t\_5 - -1} + \sqrt{t\_11 - -1}\right) + \left(\sqrt{t\_9 - -1} - \left(\left(t\_10 + t\_14\right) + t\_6\right)\right)\\
\end{array}
if (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 1Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in y around inf
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6431.3
Applied rewrites31.3%
if 1 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 1.9999999999999996Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in x around 0
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f6439.9
Applied rewrites39.9%
if 1.9999999999999996 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) Initial program 92.0%
Taylor expanded in t around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
Applied rewrites12.1%
lift--.f64N/A
lift-+.f64N/A
lift-+.f64N/A
associate-+r+N/A
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
metadata-evalN/A
lift--.f64N/A
associate--l+N/A
lower-+.f64N/A
Applied rewrites18.8%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (fmax (fmax x y) t_1))
(t_3 (fmin (fmax x y) t_1))
(t_4 (fmin (fmin x y) z))
(t_5 (fmin t_4 t))
(t_6 (sqrt t_5))
(t_7 (fmax t_4 t))
(t_8 (fmax t_3 t_7))
(t_9 (fmin t_2 t_8))
(t_10 (sqrt t_9))
(t_11 (fmin t_3 t_7))
(t_12 (fmax t_2 t_8))
(t_13 (- (sqrt (+ t_12 1.0)) (sqrt t_12)))
(t_14 (sqrt t_11))
(t_15
(+
(+
(+ (- (sqrt (+ t_5 1.0)) t_6) (- (sqrt (+ t_11 1.0)) t_14))
(- (sqrt (+ t_9 1.0)) t_10))
t_13)))
(if (<= t_15 1.0)
(+ (/ 1.0 (+ t_6 (sqrt (+ 1.0 t_5)))) t_13)
(if (<= t_15 2.0)
(+ (- (+ (sqrt (+ 1.0 t_11)) (/ 1.0 (+ 1.0 t_6))) t_14) t_13)
(-
(-
(-
(+ (+ (sqrt (- t_5 -1.0)) (sqrt (- t_9 -1.0))) (sqrt (- t_11 -1.0)))
t_6)
t_14)
t_10)))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmax(x, y), t_1);
double t_4 = fmin(fmin(x, y), z);
double t_5 = fmin(t_4, t);
double t_6 = sqrt(t_5);
double t_7 = fmax(t_4, t);
double t_8 = fmax(t_3, t_7);
double t_9 = fmin(t_2, t_8);
double t_10 = sqrt(t_9);
double t_11 = fmin(t_3, t_7);
double t_12 = fmax(t_2, t_8);
double t_13 = sqrt((t_12 + 1.0)) - sqrt(t_12);
double t_14 = sqrt(t_11);
double t_15 = (((sqrt((t_5 + 1.0)) - t_6) + (sqrt((t_11 + 1.0)) - t_14)) + (sqrt((t_9 + 1.0)) - t_10)) + t_13;
double tmp;
if (t_15 <= 1.0) {
tmp = (1.0 / (t_6 + sqrt((1.0 + t_5)))) + t_13;
} else if (t_15 <= 2.0) {
tmp = ((sqrt((1.0 + t_11)) + (1.0 / (1.0 + t_6))) - t_14) + t_13;
} else {
tmp = ((((sqrt((t_5 - -1.0)) + sqrt((t_9 - -1.0))) + sqrt((t_11 - -1.0))) - t_6) - t_14) - t_10;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8) :: t_1
real(8) :: t_10
real(8) :: t_11
real(8) :: t_12
real(8) :: t_13
real(8) :: t_14
real(8) :: t_15
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: t_5
real(8) :: t_6
real(8) :: t_7
real(8) :: t_8
real(8) :: t_9
real(8) :: tmp
t_1 = fmax(fmin(x, y), z)
t_2 = fmax(fmax(x, y), t_1)
t_3 = fmin(fmax(x, y), t_1)
t_4 = fmin(fmin(x, y), z)
t_5 = fmin(t_4, t)
t_6 = sqrt(t_5)
t_7 = fmax(t_4, t)
t_8 = fmax(t_3, t_7)
t_9 = fmin(t_2, t_8)
t_10 = sqrt(t_9)
t_11 = fmin(t_3, t_7)
t_12 = fmax(t_2, t_8)
t_13 = sqrt((t_12 + 1.0d0)) - sqrt(t_12)
t_14 = sqrt(t_11)
t_15 = (((sqrt((t_5 + 1.0d0)) - t_6) + (sqrt((t_11 + 1.0d0)) - t_14)) + (sqrt((t_9 + 1.0d0)) - t_10)) + t_13
if (t_15 <= 1.0d0) then
tmp = (1.0d0 / (t_6 + sqrt((1.0d0 + t_5)))) + t_13
else if (t_15 <= 2.0d0) then
tmp = ((sqrt((1.0d0 + t_11)) + (1.0d0 / (1.0d0 + t_6))) - t_14) + t_13
else
tmp = ((((sqrt((t_5 - (-1.0d0))) + sqrt((t_9 - (-1.0d0)))) + sqrt((t_11 - (-1.0d0)))) - t_6) - t_14) - t_10
end if
code = tmp
end function
public static double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmax(x, y), t_1);
double t_4 = fmin(fmin(x, y), z);
double t_5 = fmin(t_4, t);
double t_6 = Math.sqrt(t_5);
double t_7 = fmax(t_4, t);
double t_8 = fmax(t_3, t_7);
double t_9 = fmin(t_2, t_8);
double t_10 = Math.sqrt(t_9);
double t_11 = fmin(t_3, t_7);
double t_12 = fmax(t_2, t_8);
double t_13 = Math.sqrt((t_12 + 1.0)) - Math.sqrt(t_12);
double t_14 = Math.sqrt(t_11);
double t_15 = (((Math.sqrt((t_5 + 1.0)) - t_6) + (Math.sqrt((t_11 + 1.0)) - t_14)) + (Math.sqrt((t_9 + 1.0)) - t_10)) + t_13;
double tmp;
if (t_15 <= 1.0) {
tmp = (1.0 / (t_6 + Math.sqrt((1.0 + t_5)))) + t_13;
} else if (t_15 <= 2.0) {
tmp = ((Math.sqrt((1.0 + t_11)) + (1.0 / (1.0 + t_6))) - t_14) + t_13;
} else {
tmp = ((((Math.sqrt((t_5 - -1.0)) + Math.sqrt((t_9 - -1.0))) + Math.sqrt((t_11 - -1.0))) - t_6) - t_14) - t_10;
}
return tmp;
}
def code(x, y, z, t): t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmax(x, y), t_1) t_4 = fmin(fmin(x, y), z) t_5 = fmin(t_4, t) t_6 = math.sqrt(t_5) t_7 = fmax(t_4, t) t_8 = fmax(t_3, t_7) t_9 = fmin(t_2, t_8) t_10 = math.sqrt(t_9) t_11 = fmin(t_3, t_7) t_12 = fmax(t_2, t_8) t_13 = math.sqrt((t_12 + 1.0)) - math.sqrt(t_12) t_14 = math.sqrt(t_11) t_15 = (((math.sqrt((t_5 + 1.0)) - t_6) + (math.sqrt((t_11 + 1.0)) - t_14)) + (math.sqrt((t_9 + 1.0)) - t_10)) + t_13 tmp = 0 if t_15 <= 1.0: tmp = (1.0 / (t_6 + math.sqrt((1.0 + t_5)))) + t_13 elif t_15 <= 2.0: tmp = ((math.sqrt((1.0 + t_11)) + (1.0 / (1.0 + t_6))) - t_14) + t_13 else: tmp = ((((math.sqrt((t_5 - -1.0)) + math.sqrt((t_9 - -1.0))) + math.sqrt((t_11 - -1.0))) - t_6) - t_14) - t_10 return tmp
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmax(x, y), t_1) t_4 = fmin(fmin(x, y), z) t_5 = fmin(t_4, t) t_6 = sqrt(t_5) t_7 = fmax(t_4, t) t_8 = fmax(t_3, t_7) t_9 = fmin(t_2, t_8) t_10 = sqrt(t_9) t_11 = fmin(t_3, t_7) t_12 = fmax(t_2, t_8) t_13 = Float64(sqrt(Float64(t_12 + 1.0)) - sqrt(t_12)) t_14 = sqrt(t_11) t_15 = Float64(Float64(Float64(Float64(sqrt(Float64(t_5 + 1.0)) - t_6) + Float64(sqrt(Float64(t_11 + 1.0)) - t_14)) + Float64(sqrt(Float64(t_9 + 1.0)) - t_10)) + t_13) tmp = 0.0 if (t_15 <= 1.0) tmp = Float64(Float64(1.0 / Float64(t_6 + sqrt(Float64(1.0 + t_5)))) + t_13); elseif (t_15 <= 2.0) tmp = Float64(Float64(Float64(sqrt(Float64(1.0 + t_11)) + Float64(1.0 / Float64(1.0 + t_6))) - t_14) + t_13); else tmp = Float64(Float64(Float64(Float64(Float64(sqrt(Float64(t_5 - -1.0)) + sqrt(Float64(t_9 - -1.0))) + sqrt(Float64(t_11 - -1.0))) - t_6) - t_14) - t_10); end return tmp end
function tmp_2 = code(x, y, z, t) t_1 = max(min(x, y), z); t_2 = max(max(x, y), t_1); t_3 = min(max(x, y), t_1); t_4 = min(min(x, y), z); t_5 = min(t_4, t); t_6 = sqrt(t_5); t_7 = max(t_4, t); t_8 = max(t_3, t_7); t_9 = min(t_2, t_8); t_10 = sqrt(t_9); t_11 = min(t_3, t_7); t_12 = max(t_2, t_8); t_13 = sqrt((t_12 + 1.0)) - sqrt(t_12); t_14 = sqrt(t_11); t_15 = (((sqrt((t_5 + 1.0)) - t_6) + (sqrt((t_11 + 1.0)) - t_14)) + (sqrt((t_9 + 1.0)) - t_10)) + t_13; tmp = 0.0; if (t_15 <= 1.0) tmp = (1.0 / (t_6 + sqrt((1.0 + t_5)))) + t_13; elseif (t_15 <= 2.0) tmp = ((sqrt((1.0 + t_11)) + (1.0 / (1.0 + t_6))) - t_14) + t_13; else tmp = ((((sqrt((t_5 - -1.0)) + sqrt((t_9 - -1.0))) + sqrt((t_11 - -1.0))) - t_6) - t_14) - t_10; end tmp_2 = tmp; end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$3 = N[Min[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$4 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$5 = N[Min[t$95$4, t], $MachinePrecision]}, Block[{t$95$6 = N[Sqrt[t$95$5], $MachinePrecision]}, Block[{t$95$7 = N[Max[t$95$4, t], $MachinePrecision]}, Block[{t$95$8 = N[Max[t$95$3, t$95$7], $MachinePrecision]}, Block[{t$95$9 = N[Min[t$95$2, t$95$8], $MachinePrecision]}, Block[{t$95$10 = N[Sqrt[t$95$9], $MachinePrecision]}, Block[{t$95$11 = N[Min[t$95$3, t$95$7], $MachinePrecision]}, Block[{t$95$12 = N[Max[t$95$2, t$95$8], $MachinePrecision]}, Block[{t$95$13 = N[(N[Sqrt[N[(t$95$12 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$12], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$14 = N[Sqrt[t$95$11], $MachinePrecision]}, Block[{t$95$15 = N[(N[(N[(N[(N[Sqrt[N[(t$95$5 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$6), $MachinePrecision] + N[(N[Sqrt[N[(t$95$11 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$14), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$9 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$10), $MachinePrecision]), $MachinePrecision] + t$95$13), $MachinePrecision]}, If[LessEqual[t$95$15, 1.0], N[(N[(1.0 / N[(t$95$6 + N[Sqrt[N[(1.0 + t$95$5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$13), $MachinePrecision], If[LessEqual[t$95$15, 2.0], N[(N[(N[(N[Sqrt[N[(1.0 + t$95$11), $MachinePrecision]], $MachinePrecision] + N[(1.0 / N[(1.0 + t$95$6), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - t$95$14), $MachinePrecision] + t$95$13), $MachinePrecision], N[(N[(N[(N[(N[(N[Sqrt[N[(t$95$5 - -1.0), $MachinePrecision]], $MachinePrecision] + N[Sqrt[N[(t$95$9 - -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] + N[Sqrt[N[(t$95$11 - -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] - t$95$6), $MachinePrecision] - t$95$14), $MachinePrecision] - t$95$10), $MachinePrecision]]]]]]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_3 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_4 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_5 := \mathsf{min}\left(t\_4, t\right)\\
t_6 := \sqrt{t\_5}\\
t_7 := \mathsf{max}\left(t\_4, t\right)\\
t_8 := \mathsf{max}\left(t\_3, t\_7\right)\\
t_9 := \mathsf{min}\left(t\_2, t\_8\right)\\
t_10 := \sqrt{t\_9}\\
t_11 := \mathsf{min}\left(t\_3, t\_7\right)\\
t_12 := \mathsf{max}\left(t\_2, t\_8\right)\\
t_13 := \sqrt{t\_12 + 1} - \sqrt{t\_12}\\
t_14 := \sqrt{t\_11}\\
t_15 := \left(\left(\left(\sqrt{t\_5 + 1} - t\_6\right) + \left(\sqrt{t\_11 + 1} - t\_14\right)\right) + \left(\sqrt{t\_9 + 1} - t\_10\right)\right) + t\_13\\
\mathbf{if}\;t\_15 \leq 1:\\
\;\;\;\;\frac{1}{t\_6 + \sqrt{1 + t\_5}} + t\_13\\
\mathbf{elif}\;t\_15 \leq 2:\\
\;\;\;\;\left(\left(\sqrt{1 + t\_11} + \frac{1}{1 + t\_6}\right) - t\_14\right) + t\_13\\
\mathbf{else}:\\
\;\;\;\;\left(\left(\left(\left(\sqrt{t\_5 - -1} + \sqrt{t\_9 - -1}\right) + \sqrt{t\_11 - -1}\right) - t\_6\right) - t\_14\right) - t\_10\\
\end{array}
if (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 1Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in y around inf
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6431.3
Applied rewrites31.3%
if 1 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 2Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in x around 0
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f6439.9
Applied rewrites39.9%
if 2 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) Initial program 92.0%
Taylor expanded in t around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
Applied rewrites12.1%
lift--.f64N/A
lift-+.f64N/A
associate--r+N/A
lift-+.f64N/A
associate--r+N/A
lower--.f64N/A
Applied rewrites11.5%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (fmax (fmax x y) t_1))
(t_3 (fmin (fmax x y) t_1))
(t_4 (fmin (fmin x y) z))
(t_5 (fmin t_4 t))
(t_6 (sqrt t_5))
(t_7 (fmax t_4 t))
(t_8 (fmax t_3 t_7))
(t_9 (fmin t_2 t_8))
(t_10 (sqrt t_9))
(t_11 (fmin t_3 t_7))
(t_12 (sqrt (+ 1.0 t_11)))
(t_13 (fmax t_2 t_8))
(t_14 (- (sqrt (+ t_13 1.0)) (sqrt t_13)))
(t_15 (sqrt t_11))
(t_16
(+
(+
(+ (- (sqrt (+ t_5 1.0)) t_6) (- (sqrt (+ t_11 1.0)) t_15))
(- (sqrt (+ t_9 1.0)) t_10))
t_14)))
(if (<= t_16 1.0)
(+ (/ 1.0 (+ t_6 (sqrt (+ 1.0 t_5)))) t_14)
(if (<= t_16 2.0)
(+ (- (+ t_12 (/ 1.0 (+ 1.0 t_6))) t_15) t_14)
(- (+ 1.0 (+ t_12 (sqrt (+ 1.0 t_9)))) (+ t_6 (+ t_15 t_10)))))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmax(x, y), t_1);
double t_4 = fmin(fmin(x, y), z);
double t_5 = fmin(t_4, t);
double t_6 = sqrt(t_5);
double t_7 = fmax(t_4, t);
double t_8 = fmax(t_3, t_7);
double t_9 = fmin(t_2, t_8);
double t_10 = sqrt(t_9);
double t_11 = fmin(t_3, t_7);
double t_12 = sqrt((1.0 + t_11));
double t_13 = fmax(t_2, t_8);
double t_14 = sqrt((t_13 + 1.0)) - sqrt(t_13);
double t_15 = sqrt(t_11);
double t_16 = (((sqrt((t_5 + 1.0)) - t_6) + (sqrt((t_11 + 1.0)) - t_15)) + (sqrt((t_9 + 1.0)) - t_10)) + t_14;
double tmp;
if (t_16 <= 1.0) {
tmp = (1.0 / (t_6 + sqrt((1.0 + t_5)))) + t_14;
} else if (t_16 <= 2.0) {
tmp = ((t_12 + (1.0 / (1.0 + t_6))) - t_15) + t_14;
} else {
tmp = (1.0 + (t_12 + sqrt((1.0 + t_9)))) - (t_6 + (t_15 + t_10));
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8) :: t_1
real(8) :: t_10
real(8) :: t_11
real(8) :: t_12
real(8) :: t_13
real(8) :: t_14
real(8) :: t_15
real(8) :: t_16
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: t_5
real(8) :: t_6
real(8) :: t_7
real(8) :: t_8
real(8) :: t_9
real(8) :: tmp
t_1 = fmax(fmin(x, y), z)
t_2 = fmax(fmax(x, y), t_1)
t_3 = fmin(fmax(x, y), t_1)
t_4 = fmin(fmin(x, y), z)
t_5 = fmin(t_4, t)
t_6 = sqrt(t_5)
t_7 = fmax(t_4, t)
t_8 = fmax(t_3, t_7)
t_9 = fmin(t_2, t_8)
t_10 = sqrt(t_9)
t_11 = fmin(t_3, t_7)
t_12 = sqrt((1.0d0 + t_11))
t_13 = fmax(t_2, t_8)
t_14 = sqrt((t_13 + 1.0d0)) - sqrt(t_13)
t_15 = sqrt(t_11)
t_16 = (((sqrt((t_5 + 1.0d0)) - t_6) + (sqrt((t_11 + 1.0d0)) - t_15)) + (sqrt((t_9 + 1.0d0)) - t_10)) + t_14
if (t_16 <= 1.0d0) then
tmp = (1.0d0 / (t_6 + sqrt((1.0d0 + t_5)))) + t_14
else if (t_16 <= 2.0d0) then
tmp = ((t_12 + (1.0d0 / (1.0d0 + t_6))) - t_15) + t_14
else
tmp = (1.0d0 + (t_12 + sqrt((1.0d0 + t_9)))) - (t_6 + (t_15 + t_10))
end if
code = tmp
end function
public static double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmax(x, y), t_1);
double t_4 = fmin(fmin(x, y), z);
double t_5 = fmin(t_4, t);
double t_6 = Math.sqrt(t_5);
double t_7 = fmax(t_4, t);
double t_8 = fmax(t_3, t_7);
double t_9 = fmin(t_2, t_8);
double t_10 = Math.sqrt(t_9);
double t_11 = fmin(t_3, t_7);
double t_12 = Math.sqrt((1.0 + t_11));
double t_13 = fmax(t_2, t_8);
double t_14 = Math.sqrt((t_13 + 1.0)) - Math.sqrt(t_13);
double t_15 = Math.sqrt(t_11);
double t_16 = (((Math.sqrt((t_5 + 1.0)) - t_6) + (Math.sqrt((t_11 + 1.0)) - t_15)) + (Math.sqrt((t_9 + 1.0)) - t_10)) + t_14;
double tmp;
if (t_16 <= 1.0) {
tmp = (1.0 / (t_6 + Math.sqrt((1.0 + t_5)))) + t_14;
} else if (t_16 <= 2.0) {
tmp = ((t_12 + (1.0 / (1.0 + t_6))) - t_15) + t_14;
} else {
tmp = (1.0 + (t_12 + Math.sqrt((1.0 + t_9)))) - (t_6 + (t_15 + t_10));
}
return tmp;
}
def code(x, y, z, t): t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmax(x, y), t_1) t_4 = fmin(fmin(x, y), z) t_5 = fmin(t_4, t) t_6 = math.sqrt(t_5) t_7 = fmax(t_4, t) t_8 = fmax(t_3, t_7) t_9 = fmin(t_2, t_8) t_10 = math.sqrt(t_9) t_11 = fmin(t_3, t_7) t_12 = math.sqrt((1.0 + t_11)) t_13 = fmax(t_2, t_8) t_14 = math.sqrt((t_13 + 1.0)) - math.sqrt(t_13) t_15 = math.sqrt(t_11) t_16 = (((math.sqrt((t_5 + 1.0)) - t_6) + (math.sqrt((t_11 + 1.0)) - t_15)) + (math.sqrt((t_9 + 1.0)) - t_10)) + t_14 tmp = 0 if t_16 <= 1.0: tmp = (1.0 / (t_6 + math.sqrt((1.0 + t_5)))) + t_14 elif t_16 <= 2.0: tmp = ((t_12 + (1.0 / (1.0 + t_6))) - t_15) + t_14 else: tmp = (1.0 + (t_12 + math.sqrt((1.0 + t_9)))) - (t_6 + (t_15 + t_10)) return tmp
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmax(x, y), t_1) t_4 = fmin(fmin(x, y), z) t_5 = fmin(t_4, t) t_6 = sqrt(t_5) t_7 = fmax(t_4, t) t_8 = fmax(t_3, t_7) t_9 = fmin(t_2, t_8) t_10 = sqrt(t_9) t_11 = fmin(t_3, t_7) t_12 = sqrt(Float64(1.0 + t_11)) t_13 = fmax(t_2, t_8) t_14 = Float64(sqrt(Float64(t_13 + 1.0)) - sqrt(t_13)) t_15 = sqrt(t_11) t_16 = Float64(Float64(Float64(Float64(sqrt(Float64(t_5 + 1.0)) - t_6) + Float64(sqrt(Float64(t_11 + 1.0)) - t_15)) + Float64(sqrt(Float64(t_9 + 1.0)) - t_10)) + t_14) tmp = 0.0 if (t_16 <= 1.0) tmp = Float64(Float64(1.0 / Float64(t_6 + sqrt(Float64(1.0 + t_5)))) + t_14); elseif (t_16 <= 2.0) tmp = Float64(Float64(Float64(t_12 + Float64(1.0 / Float64(1.0 + t_6))) - t_15) + t_14); else tmp = Float64(Float64(1.0 + Float64(t_12 + sqrt(Float64(1.0 + t_9)))) - Float64(t_6 + Float64(t_15 + t_10))); end return tmp end
function tmp_2 = code(x, y, z, t) t_1 = max(min(x, y), z); t_2 = max(max(x, y), t_1); t_3 = min(max(x, y), t_1); t_4 = min(min(x, y), z); t_5 = min(t_4, t); t_6 = sqrt(t_5); t_7 = max(t_4, t); t_8 = max(t_3, t_7); t_9 = min(t_2, t_8); t_10 = sqrt(t_9); t_11 = min(t_3, t_7); t_12 = sqrt((1.0 + t_11)); t_13 = max(t_2, t_8); t_14 = sqrt((t_13 + 1.0)) - sqrt(t_13); t_15 = sqrt(t_11); t_16 = (((sqrt((t_5 + 1.0)) - t_6) + (sqrt((t_11 + 1.0)) - t_15)) + (sqrt((t_9 + 1.0)) - t_10)) + t_14; tmp = 0.0; if (t_16 <= 1.0) tmp = (1.0 / (t_6 + sqrt((1.0 + t_5)))) + t_14; elseif (t_16 <= 2.0) tmp = ((t_12 + (1.0 / (1.0 + t_6))) - t_15) + t_14; else tmp = (1.0 + (t_12 + sqrt((1.0 + t_9)))) - (t_6 + (t_15 + t_10)); end tmp_2 = tmp; end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$3 = N[Min[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$4 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$5 = N[Min[t$95$4, t], $MachinePrecision]}, Block[{t$95$6 = N[Sqrt[t$95$5], $MachinePrecision]}, Block[{t$95$7 = N[Max[t$95$4, t], $MachinePrecision]}, Block[{t$95$8 = N[Max[t$95$3, t$95$7], $MachinePrecision]}, Block[{t$95$9 = N[Min[t$95$2, t$95$8], $MachinePrecision]}, Block[{t$95$10 = N[Sqrt[t$95$9], $MachinePrecision]}, Block[{t$95$11 = N[Min[t$95$3, t$95$7], $MachinePrecision]}, Block[{t$95$12 = N[Sqrt[N[(1.0 + t$95$11), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$13 = N[Max[t$95$2, t$95$8], $MachinePrecision]}, Block[{t$95$14 = N[(N[Sqrt[N[(t$95$13 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$13], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$15 = N[Sqrt[t$95$11], $MachinePrecision]}, Block[{t$95$16 = N[(N[(N[(N[(N[Sqrt[N[(t$95$5 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$6), $MachinePrecision] + N[(N[Sqrt[N[(t$95$11 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$15), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$9 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$10), $MachinePrecision]), $MachinePrecision] + t$95$14), $MachinePrecision]}, If[LessEqual[t$95$16, 1.0], N[(N[(1.0 / N[(t$95$6 + N[Sqrt[N[(1.0 + t$95$5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$14), $MachinePrecision], If[LessEqual[t$95$16, 2.0], N[(N[(N[(t$95$12 + N[(1.0 / N[(1.0 + t$95$6), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - t$95$15), $MachinePrecision] + t$95$14), $MachinePrecision], N[(N[(1.0 + N[(t$95$12 + N[Sqrt[N[(1.0 + t$95$9), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(t$95$6 + N[(t$95$15 + t$95$10), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_3 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_4 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_5 := \mathsf{min}\left(t\_4, t\right)\\
t_6 := \sqrt{t\_5}\\
t_7 := \mathsf{max}\left(t\_4, t\right)\\
t_8 := \mathsf{max}\left(t\_3, t\_7\right)\\
t_9 := \mathsf{min}\left(t\_2, t\_8\right)\\
t_10 := \sqrt{t\_9}\\
t_11 := \mathsf{min}\left(t\_3, t\_7\right)\\
t_12 := \sqrt{1 + t\_11}\\
t_13 := \mathsf{max}\left(t\_2, t\_8\right)\\
t_14 := \sqrt{t\_13 + 1} - \sqrt{t\_13}\\
t_15 := \sqrt{t\_11}\\
t_16 := \left(\left(\left(\sqrt{t\_5 + 1} - t\_6\right) + \left(\sqrt{t\_11 + 1} - t\_15\right)\right) + \left(\sqrt{t\_9 + 1} - t\_10\right)\right) + t\_14\\
\mathbf{if}\;t\_16 \leq 1:\\
\;\;\;\;\frac{1}{t\_6 + \sqrt{1 + t\_5}} + t\_14\\
\mathbf{elif}\;t\_16 \leq 2:\\
\;\;\;\;\left(\left(t\_12 + \frac{1}{1 + t\_6}\right) - t\_15\right) + t\_14\\
\mathbf{else}:\\
\;\;\;\;\left(1 + \left(t\_12 + \sqrt{1 + t\_9}\right)\right) - \left(t\_6 + \left(t\_15 + t\_10\right)\right)\\
\end{array}
if (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 1Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in y around inf
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6431.3
Applied rewrites31.3%
if 1 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 2Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in x around 0
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f6439.9
Applied rewrites39.9%
if 2 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) Initial program 92.0%
Taylor expanded in t around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
Applied rewrites12.1%
Taylor expanded in x around 0
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f6410.8
Applied rewrites10.8%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmax (fmin x y) z))
(t_2 (fmax (fmax x y) t_1))
(t_3 (fmin (fmax x y) t_1))
(t_4 (fmin (fmin x y) z))
(t_5 (fmin t_4 t))
(t_6 (sqrt t_5))
(t_7 (fmax t_4 t))
(t_8 (fmax t_3 t_7))
(t_9 (fmin t_2 t_8))
(t_10 (sqrt t_9))
(t_11 (fmin t_3 t_7))
(t_12 (sqrt (+ 1.0 t_11)))
(t_13 (fmax t_2 t_8))
(t_14 (- (sqrt (+ t_13 1.0)) (sqrt t_13)))
(t_15 (sqrt t_11))
(t_16
(+
(+
(+ (- (sqrt (+ t_5 1.0)) t_6) (- (sqrt (+ t_11 1.0)) t_15))
(- (sqrt (+ t_9 1.0)) t_10))
t_14))
(t_17 (sqrt (+ 1.0 t_5))))
(if (<= t_16 1.0)
(+ (/ 1.0 (+ t_6 t_17)) t_14)
(if (<= t_16 2.0)
(- (+ t_17 t_12) (+ t_6 t_15))
(- (+ 1.0 (+ t_12 (sqrt (+ 1.0 t_9)))) (+ t_6 (+ t_15 t_10)))))))double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmax(x, y), t_1);
double t_4 = fmin(fmin(x, y), z);
double t_5 = fmin(t_4, t);
double t_6 = sqrt(t_5);
double t_7 = fmax(t_4, t);
double t_8 = fmax(t_3, t_7);
double t_9 = fmin(t_2, t_8);
double t_10 = sqrt(t_9);
double t_11 = fmin(t_3, t_7);
double t_12 = sqrt((1.0 + t_11));
double t_13 = fmax(t_2, t_8);
double t_14 = sqrt((t_13 + 1.0)) - sqrt(t_13);
double t_15 = sqrt(t_11);
double t_16 = (((sqrt((t_5 + 1.0)) - t_6) + (sqrt((t_11 + 1.0)) - t_15)) + (sqrt((t_9 + 1.0)) - t_10)) + t_14;
double t_17 = sqrt((1.0 + t_5));
double tmp;
if (t_16 <= 1.0) {
tmp = (1.0 / (t_6 + t_17)) + t_14;
} else if (t_16 <= 2.0) {
tmp = (t_17 + t_12) - (t_6 + t_15);
} else {
tmp = (1.0 + (t_12 + sqrt((1.0 + t_9)))) - (t_6 + (t_15 + t_10));
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8) :: t_1
real(8) :: t_10
real(8) :: t_11
real(8) :: t_12
real(8) :: t_13
real(8) :: t_14
real(8) :: t_15
real(8) :: t_16
real(8) :: t_17
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: t_5
real(8) :: t_6
real(8) :: t_7
real(8) :: t_8
real(8) :: t_9
real(8) :: tmp
t_1 = fmax(fmin(x, y), z)
t_2 = fmax(fmax(x, y), t_1)
t_3 = fmin(fmax(x, y), t_1)
t_4 = fmin(fmin(x, y), z)
t_5 = fmin(t_4, t)
t_6 = sqrt(t_5)
t_7 = fmax(t_4, t)
t_8 = fmax(t_3, t_7)
t_9 = fmin(t_2, t_8)
t_10 = sqrt(t_9)
t_11 = fmin(t_3, t_7)
t_12 = sqrt((1.0d0 + t_11))
t_13 = fmax(t_2, t_8)
t_14 = sqrt((t_13 + 1.0d0)) - sqrt(t_13)
t_15 = sqrt(t_11)
t_16 = (((sqrt((t_5 + 1.0d0)) - t_6) + (sqrt((t_11 + 1.0d0)) - t_15)) + (sqrt((t_9 + 1.0d0)) - t_10)) + t_14
t_17 = sqrt((1.0d0 + t_5))
if (t_16 <= 1.0d0) then
tmp = (1.0d0 / (t_6 + t_17)) + t_14
else if (t_16 <= 2.0d0) then
tmp = (t_17 + t_12) - (t_6 + t_15)
else
tmp = (1.0d0 + (t_12 + sqrt((1.0d0 + t_9)))) - (t_6 + (t_15 + t_10))
end if
code = tmp
end function
public static double code(double x, double y, double z, double t) {
double t_1 = fmax(fmin(x, y), z);
double t_2 = fmax(fmax(x, y), t_1);
double t_3 = fmin(fmax(x, y), t_1);
double t_4 = fmin(fmin(x, y), z);
double t_5 = fmin(t_4, t);
double t_6 = Math.sqrt(t_5);
double t_7 = fmax(t_4, t);
double t_8 = fmax(t_3, t_7);
double t_9 = fmin(t_2, t_8);
double t_10 = Math.sqrt(t_9);
double t_11 = fmin(t_3, t_7);
double t_12 = Math.sqrt((1.0 + t_11));
double t_13 = fmax(t_2, t_8);
double t_14 = Math.sqrt((t_13 + 1.0)) - Math.sqrt(t_13);
double t_15 = Math.sqrt(t_11);
double t_16 = (((Math.sqrt((t_5 + 1.0)) - t_6) + (Math.sqrt((t_11 + 1.0)) - t_15)) + (Math.sqrt((t_9 + 1.0)) - t_10)) + t_14;
double t_17 = Math.sqrt((1.0 + t_5));
double tmp;
if (t_16 <= 1.0) {
tmp = (1.0 / (t_6 + t_17)) + t_14;
} else if (t_16 <= 2.0) {
tmp = (t_17 + t_12) - (t_6 + t_15);
} else {
tmp = (1.0 + (t_12 + Math.sqrt((1.0 + t_9)))) - (t_6 + (t_15 + t_10));
}
return tmp;
}
def code(x, y, z, t): t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmax(x, y), t_1) t_4 = fmin(fmin(x, y), z) t_5 = fmin(t_4, t) t_6 = math.sqrt(t_5) t_7 = fmax(t_4, t) t_8 = fmax(t_3, t_7) t_9 = fmin(t_2, t_8) t_10 = math.sqrt(t_9) t_11 = fmin(t_3, t_7) t_12 = math.sqrt((1.0 + t_11)) t_13 = fmax(t_2, t_8) t_14 = math.sqrt((t_13 + 1.0)) - math.sqrt(t_13) t_15 = math.sqrt(t_11) t_16 = (((math.sqrt((t_5 + 1.0)) - t_6) + (math.sqrt((t_11 + 1.0)) - t_15)) + (math.sqrt((t_9 + 1.0)) - t_10)) + t_14 t_17 = math.sqrt((1.0 + t_5)) tmp = 0 if t_16 <= 1.0: tmp = (1.0 / (t_6 + t_17)) + t_14 elif t_16 <= 2.0: tmp = (t_17 + t_12) - (t_6 + t_15) else: tmp = (1.0 + (t_12 + math.sqrt((1.0 + t_9)))) - (t_6 + (t_15 + t_10)) return tmp
function code(x, y, z, t) t_1 = fmax(fmin(x, y), z) t_2 = fmax(fmax(x, y), t_1) t_3 = fmin(fmax(x, y), t_1) t_4 = fmin(fmin(x, y), z) t_5 = fmin(t_4, t) t_6 = sqrt(t_5) t_7 = fmax(t_4, t) t_8 = fmax(t_3, t_7) t_9 = fmin(t_2, t_8) t_10 = sqrt(t_9) t_11 = fmin(t_3, t_7) t_12 = sqrt(Float64(1.0 + t_11)) t_13 = fmax(t_2, t_8) t_14 = Float64(sqrt(Float64(t_13 + 1.0)) - sqrt(t_13)) t_15 = sqrt(t_11) t_16 = Float64(Float64(Float64(Float64(sqrt(Float64(t_5 + 1.0)) - t_6) + Float64(sqrt(Float64(t_11 + 1.0)) - t_15)) + Float64(sqrt(Float64(t_9 + 1.0)) - t_10)) + t_14) t_17 = sqrt(Float64(1.0 + t_5)) tmp = 0.0 if (t_16 <= 1.0) tmp = Float64(Float64(1.0 / Float64(t_6 + t_17)) + t_14); elseif (t_16 <= 2.0) tmp = Float64(Float64(t_17 + t_12) - Float64(t_6 + t_15)); else tmp = Float64(Float64(1.0 + Float64(t_12 + sqrt(Float64(1.0 + t_9)))) - Float64(t_6 + Float64(t_15 + t_10))); end return tmp end
function tmp_2 = code(x, y, z, t) t_1 = max(min(x, y), z); t_2 = max(max(x, y), t_1); t_3 = min(max(x, y), t_1); t_4 = min(min(x, y), z); t_5 = min(t_4, t); t_6 = sqrt(t_5); t_7 = max(t_4, t); t_8 = max(t_3, t_7); t_9 = min(t_2, t_8); t_10 = sqrt(t_9); t_11 = min(t_3, t_7); t_12 = sqrt((1.0 + t_11)); t_13 = max(t_2, t_8); t_14 = sqrt((t_13 + 1.0)) - sqrt(t_13); t_15 = sqrt(t_11); t_16 = (((sqrt((t_5 + 1.0)) - t_6) + (sqrt((t_11 + 1.0)) - t_15)) + (sqrt((t_9 + 1.0)) - t_10)) + t_14; t_17 = sqrt((1.0 + t_5)); tmp = 0.0; if (t_16 <= 1.0) tmp = (1.0 / (t_6 + t_17)) + t_14; elseif (t_16 <= 2.0) tmp = (t_17 + t_12) - (t_6 + t_15); else tmp = (1.0 + (t_12 + sqrt((1.0 + t_9)))) - (t_6 + (t_15 + t_10)); end tmp_2 = tmp; end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$3 = N[Min[N[Max[x, y], $MachinePrecision], t$95$1], $MachinePrecision]}, Block[{t$95$4 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$5 = N[Min[t$95$4, t], $MachinePrecision]}, Block[{t$95$6 = N[Sqrt[t$95$5], $MachinePrecision]}, Block[{t$95$7 = N[Max[t$95$4, t], $MachinePrecision]}, Block[{t$95$8 = N[Max[t$95$3, t$95$7], $MachinePrecision]}, Block[{t$95$9 = N[Min[t$95$2, t$95$8], $MachinePrecision]}, Block[{t$95$10 = N[Sqrt[t$95$9], $MachinePrecision]}, Block[{t$95$11 = N[Min[t$95$3, t$95$7], $MachinePrecision]}, Block[{t$95$12 = N[Sqrt[N[(1.0 + t$95$11), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$13 = N[Max[t$95$2, t$95$8], $MachinePrecision]}, Block[{t$95$14 = N[(N[Sqrt[N[(t$95$13 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$13], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$15 = N[Sqrt[t$95$11], $MachinePrecision]}, Block[{t$95$16 = N[(N[(N[(N[(N[Sqrt[N[(t$95$5 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$6), $MachinePrecision] + N[(N[Sqrt[N[(t$95$11 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$15), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$9 + 1.0), $MachinePrecision]], $MachinePrecision] - t$95$10), $MachinePrecision]), $MachinePrecision] + t$95$14), $MachinePrecision]}, Block[{t$95$17 = N[Sqrt[N[(1.0 + t$95$5), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[t$95$16, 1.0], N[(N[(1.0 / N[(t$95$6 + t$95$17), $MachinePrecision]), $MachinePrecision] + t$95$14), $MachinePrecision], If[LessEqual[t$95$16, 2.0], N[(N[(t$95$17 + t$95$12), $MachinePrecision] - N[(t$95$6 + t$95$15), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 + N[(t$95$12 + N[Sqrt[N[(1.0 + t$95$9), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(t$95$6 + N[(t$95$15 + t$95$10), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_3 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), t\_1\right)\\
t_4 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_5 := \mathsf{min}\left(t\_4, t\right)\\
t_6 := \sqrt{t\_5}\\
t_7 := \mathsf{max}\left(t\_4, t\right)\\
t_8 := \mathsf{max}\left(t\_3, t\_7\right)\\
t_9 := \mathsf{min}\left(t\_2, t\_8\right)\\
t_10 := \sqrt{t\_9}\\
t_11 := \mathsf{min}\left(t\_3, t\_7\right)\\
t_12 := \sqrt{1 + t\_11}\\
t_13 := \mathsf{max}\left(t\_2, t\_8\right)\\
t_14 := \sqrt{t\_13 + 1} - \sqrt{t\_13}\\
t_15 := \sqrt{t\_11}\\
t_16 := \left(\left(\left(\sqrt{t\_5 + 1} - t\_6\right) + \left(\sqrt{t\_11 + 1} - t\_15\right)\right) + \left(\sqrt{t\_9 + 1} - t\_10\right)\right) + t\_14\\
t_17 := \sqrt{1 + t\_5}\\
\mathbf{if}\;t\_16 \leq 1:\\
\;\;\;\;\frac{1}{t\_6 + t\_17} + t\_14\\
\mathbf{elif}\;t\_16 \leq 2:\\
\;\;\;\;\left(t\_17 + t\_12\right) - \left(t\_6 + t\_15\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 + \left(t\_12 + \sqrt{1 + t\_9}\right)\right) - \left(t\_6 + \left(t\_15 + t\_10\right)\right)\\
\end{array}
if (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 1Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in y around inf
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6431.3
Applied rewrites31.3%
if 1 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) < 2Initial program 92.0%
Taylor expanded in t around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
Applied rewrites12.1%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6413.8
Applied rewrites13.8%
if 2 < (+.f64 (+.f64 (+.f64 (-.f64 (sqrt.f64 (+.f64 x #s(literal 1 binary64))) (sqrt.f64 x)) (-.f64 (sqrt.f64 (+.f64 y #s(literal 1 binary64))) (sqrt.f64 y))) (-.f64 (sqrt.f64 (+.f64 z #s(literal 1 binary64))) (sqrt.f64 z))) (-.f64 (sqrt.f64 (+.f64 t #s(literal 1 binary64))) (sqrt.f64 t))) Initial program 92.0%
Taylor expanded in t around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
Applied rewrites12.1%
Taylor expanded in x around 0
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f6410.8
Applied rewrites10.8%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmin (fmin x y) z))
(t_2 (fmax t_1 t))
(t_3 (fmin (fmax x y) (fmax (fmin x y) z)))
(t_4 (fmax t_3 t_2))
(t_5 (fmin t_3 t_2))
(t_6 (fmin t_1 t))
(t_7 (sqrt (+ 1.0 t_6)))
(t_8 (sqrt t_6)))
(if (<= t_5 1600000000000.0)
(- (+ t_7 (sqrt (+ 1.0 t_5))) (+ t_8 (sqrt t_5)))
(+ (/ 1.0 (+ t_8 t_7)) (- (sqrt (+ t_4 1.0)) (sqrt t_4))))))double code(double x, double y, double z, double t) {
double t_1 = fmin(fmin(x, y), z);
double t_2 = fmax(t_1, t);
double t_3 = fmin(fmax(x, y), fmax(fmin(x, y), z));
double t_4 = fmax(t_3, t_2);
double t_5 = fmin(t_3, t_2);
double t_6 = fmin(t_1, t);
double t_7 = sqrt((1.0 + t_6));
double t_8 = sqrt(t_6);
double tmp;
if (t_5 <= 1600000000000.0) {
tmp = (t_7 + sqrt((1.0 + t_5))) - (t_8 + sqrt(t_5));
} else {
tmp = (1.0 / (t_8 + t_7)) + (sqrt((t_4 + 1.0)) - sqrt(t_4));
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: t_5
real(8) :: t_6
real(8) :: t_7
real(8) :: t_8
real(8) :: tmp
t_1 = fmin(fmin(x, y), z)
t_2 = fmax(t_1, t)
t_3 = fmin(fmax(x, y), fmax(fmin(x, y), z))
t_4 = fmax(t_3, t_2)
t_5 = fmin(t_3, t_2)
t_6 = fmin(t_1, t)
t_7 = sqrt((1.0d0 + t_6))
t_8 = sqrt(t_6)
if (t_5 <= 1600000000000.0d0) then
tmp = (t_7 + sqrt((1.0d0 + t_5))) - (t_8 + sqrt(t_5))
else
tmp = (1.0d0 / (t_8 + t_7)) + (sqrt((t_4 + 1.0d0)) - sqrt(t_4))
end if
code = tmp
end function
public static double code(double x, double y, double z, double t) {
double t_1 = fmin(fmin(x, y), z);
double t_2 = fmax(t_1, t);
double t_3 = fmin(fmax(x, y), fmax(fmin(x, y), z));
double t_4 = fmax(t_3, t_2);
double t_5 = fmin(t_3, t_2);
double t_6 = fmin(t_1, t);
double t_7 = Math.sqrt((1.0 + t_6));
double t_8 = Math.sqrt(t_6);
double tmp;
if (t_5 <= 1600000000000.0) {
tmp = (t_7 + Math.sqrt((1.0 + t_5))) - (t_8 + Math.sqrt(t_5));
} else {
tmp = (1.0 / (t_8 + t_7)) + (Math.sqrt((t_4 + 1.0)) - Math.sqrt(t_4));
}
return tmp;
}
def code(x, y, z, t): t_1 = fmin(fmin(x, y), z) t_2 = fmax(t_1, t) t_3 = fmin(fmax(x, y), fmax(fmin(x, y), z)) t_4 = fmax(t_3, t_2) t_5 = fmin(t_3, t_2) t_6 = fmin(t_1, t) t_7 = math.sqrt((1.0 + t_6)) t_8 = math.sqrt(t_6) tmp = 0 if t_5 <= 1600000000000.0: tmp = (t_7 + math.sqrt((1.0 + t_5))) - (t_8 + math.sqrt(t_5)) else: tmp = (1.0 / (t_8 + t_7)) + (math.sqrt((t_4 + 1.0)) - math.sqrt(t_4)) return tmp
function code(x, y, z, t) t_1 = fmin(fmin(x, y), z) t_2 = fmax(t_1, t) t_3 = fmin(fmax(x, y), fmax(fmin(x, y), z)) t_4 = fmax(t_3, t_2) t_5 = fmin(t_3, t_2) t_6 = fmin(t_1, t) t_7 = sqrt(Float64(1.0 + t_6)) t_8 = sqrt(t_6) tmp = 0.0 if (t_5 <= 1600000000000.0) tmp = Float64(Float64(t_7 + sqrt(Float64(1.0 + t_5))) - Float64(t_8 + sqrt(t_5))); else tmp = Float64(Float64(1.0 / Float64(t_8 + t_7)) + Float64(sqrt(Float64(t_4 + 1.0)) - sqrt(t_4))); end return tmp end
function tmp_2 = code(x, y, z, t) t_1 = min(min(x, y), z); t_2 = max(t_1, t); t_3 = min(max(x, y), max(min(x, y), z)); t_4 = max(t_3, t_2); t_5 = min(t_3, t_2); t_6 = min(t_1, t); t_7 = sqrt((1.0 + t_6)); t_8 = sqrt(t_6); tmp = 0.0; if (t_5 <= 1600000000000.0) tmp = (t_7 + sqrt((1.0 + t_5))) - (t_8 + sqrt(t_5)); else tmp = (1.0 / (t_8 + t_7)) + (sqrt((t_4 + 1.0)) - sqrt(t_4)); end tmp_2 = tmp; end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Min[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]}, Block[{t$95$2 = N[Max[t$95$1, t], $MachinePrecision]}, Block[{t$95$3 = N[Min[N[Max[x, y], $MachinePrecision], N[Max[N[Min[x, y], $MachinePrecision], z], $MachinePrecision]], $MachinePrecision]}, Block[{t$95$4 = N[Max[t$95$3, t$95$2], $MachinePrecision]}, Block[{t$95$5 = N[Min[t$95$3, t$95$2], $MachinePrecision]}, Block[{t$95$6 = N[Min[t$95$1, t], $MachinePrecision]}, Block[{t$95$7 = N[Sqrt[N[(1.0 + t$95$6), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$8 = N[Sqrt[t$95$6], $MachinePrecision]}, If[LessEqual[t$95$5, 1600000000000.0], N[(N[(t$95$7 + N[Sqrt[N[(1.0 + t$95$5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] - N[(t$95$8 + N[Sqrt[t$95$5], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 / N[(t$95$8 + t$95$7), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t$95$4 + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t$95$4], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]
\begin{array}{l}
t_1 := \mathsf{min}\left(\mathsf{min}\left(x, y\right), z\right)\\
t_2 := \mathsf{max}\left(t\_1, t\right)\\
t_3 := \mathsf{min}\left(\mathsf{max}\left(x, y\right), \mathsf{max}\left(\mathsf{min}\left(x, y\right), z\right)\right)\\
t_4 := \mathsf{max}\left(t\_3, t\_2\right)\\
t_5 := \mathsf{min}\left(t\_3, t\_2\right)\\
t_6 := \mathsf{min}\left(t\_1, t\right)\\
t_7 := \sqrt{1 + t\_6}\\
t_8 := \sqrt{t\_6}\\
\mathbf{if}\;t\_5 \leq 1600000000000:\\
\;\;\;\;\left(t\_7 + \sqrt{1 + t\_5}\right) - \left(t\_8 + \sqrt{t\_5}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{1}{t\_8 + t\_7} + \left(\sqrt{t\_4 + 1} - \sqrt{t\_4}\right)\\
\end{array}
if y < 1.6e12Initial program 92.0%
Taylor expanded in t around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
Applied rewrites12.1%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6413.8
Applied rewrites13.8%
if 1.6e12 < y Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in y around inf
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f6431.3
Applied rewrites31.3%
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (fmin (fmin y (fmax x z)) (fmax (fmin x z) t)))
(t_2 (fmin (fmin x z) t)))
(- (+ (sqrt (+ 1.0 t_2)) (sqrt (+ 1.0 t_1))) (+ (sqrt t_2) (sqrt t_1)))))double code(double x, double y, double z, double t) {
double t_1 = fmin(fmin(y, fmax(x, z)), fmax(fmin(x, z), t));
double t_2 = fmin(fmin(x, z), t);
return (sqrt((1.0 + t_2)) + sqrt((1.0 + t_1))) - (sqrt(t_2) + sqrt(t_1));
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8) :: t_1
real(8) :: t_2
t_1 = fmin(fmin(y, fmax(x, z)), fmax(fmin(x, z), t))
t_2 = fmin(fmin(x, z), t)
code = (sqrt((1.0d0 + t_2)) + sqrt((1.0d0 + t_1))) - (sqrt(t_2) + sqrt(t_1))
end function
public static double code(double x, double y, double z, double t) {
double t_1 = fmin(fmin(y, fmax(x, z)), fmax(fmin(x, z), t));
double t_2 = fmin(fmin(x, z), t);
return (Math.sqrt((1.0 + t_2)) + Math.sqrt((1.0 + t_1))) - (Math.sqrt(t_2) + Math.sqrt(t_1));
}
def code(x, y, z, t): t_1 = fmin(fmin(y, fmax(x, z)), fmax(fmin(x, z), t)) t_2 = fmin(fmin(x, z), t) return (math.sqrt((1.0 + t_2)) + math.sqrt((1.0 + t_1))) - (math.sqrt(t_2) + math.sqrt(t_1))
function code(x, y, z, t) t_1 = fmin(fmin(y, fmax(x, z)), fmax(fmin(x, z), t)) t_2 = fmin(fmin(x, z), t) return Float64(Float64(sqrt(Float64(1.0 + t_2)) + sqrt(Float64(1.0 + t_1))) - Float64(sqrt(t_2) + sqrt(t_1))) end
function tmp = code(x, y, z, t) t_1 = min(min(y, max(x, z)), max(min(x, z), t)); t_2 = min(min(x, z), t); tmp = (sqrt((1.0 + t_2)) + sqrt((1.0 + t_1))) - (sqrt(t_2) + sqrt(t_1)); end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Min[N[Min[y, N[Max[x, z], $MachinePrecision]], $MachinePrecision], N[Max[N[Min[x, z], $MachinePrecision], t], $MachinePrecision]], $MachinePrecision]}, Block[{t$95$2 = N[Min[N[Min[x, z], $MachinePrecision], t], $MachinePrecision]}, N[(N[(N[Sqrt[N[(1.0 + t$95$2), $MachinePrecision]], $MachinePrecision] + N[Sqrt[N[(1.0 + t$95$1), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] - N[(N[Sqrt[t$95$2], $MachinePrecision] + N[Sqrt[t$95$1], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
t_1 := \mathsf{min}\left(\mathsf{min}\left(y, \mathsf{max}\left(x, z\right)\right), \mathsf{max}\left(\mathsf{min}\left(x, z\right), t\right)\right)\\
t_2 := \mathsf{min}\left(\mathsf{min}\left(x, z\right), t\right)\\
\left(\sqrt{1 + t\_2} + \sqrt{1 + t\_1}\right) - \left(\sqrt{t\_2} + \sqrt{t\_1}\right)
\end{array}
Initial program 92.0%
Taylor expanded in t around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
Applied rewrites12.1%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f6413.8
Applied rewrites13.8%
(FPCore (x y z t) :precision binary64 (+ (- (sqrt (+ 1.0 (fmin y z))) (sqrt (fmin y z))) (- (sqrt (+ t 1.0)) (sqrt t))))
double code(double x, double y, double z, double t) {
return (sqrt((1.0 + fmin(y, z))) - sqrt(fmin(y, z))) + (sqrt((t + 1.0)) - sqrt(t));
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
code = (sqrt((1.0d0 + fmin(y, z))) - sqrt(fmin(y, z))) + (sqrt((t + 1.0d0)) - sqrt(t))
end function
public static double code(double x, double y, double z, double t) {
return (Math.sqrt((1.0 + fmin(y, z))) - Math.sqrt(fmin(y, z))) + (Math.sqrt((t + 1.0)) - Math.sqrt(t));
}
def code(x, y, z, t): return (math.sqrt((1.0 + fmin(y, z))) - math.sqrt(fmin(y, z))) + (math.sqrt((t + 1.0)) - math.sqrt(t))
function code(x, y, z, t) return Float64(Float64(sqrt(Float64(1.0 + fmin(y, z))) - sqrt(fmin(y, z))) + Float64(sqrt(Float64(t + 1.0)) - sqrt(t))) end
function tmp = code(x, y, z, t) tmp = (sqrt((1.0 + min(y, z))) - sqrt(min(y, z))) + (sqrt((t + 1.0)) - sqrt(t)); end
code[x_, y_, z_, t_] := N[(N[(N[Sqrt[N[(1.0 + N[Min[y, z], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - N[Sqrt[N[Min[y, z], $MachinePrecision]], $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\left(\sqrt{1 + \mathsf{min}\left(y, z\right)} - \sqrt{\mathsf{min}\left(y, z\right)}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)
Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
lift-*.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrt92.4
Applied rewrites92.4%
Taylor expanded in z around inf
lower--.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-/.f64N/A
lower-+.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6440.6
Applied rewrites40.6%
Taylor expanded in x around inf
lower-sqrt.f64N/A
lower-+.f6429.1
Applied rewrites29.1%
(FPCore (x y z t) :precision binary64 (let* ((t_1 (fmin (fmax y z) (fmax (fmin y z) (fmax x t))))) (* 0.5 (* t_1 (sqrt (/ 1.0 t_1))))))
double code(double x, double y, double z, double t) {
double t_1 = fmin(fmax(y, z), fmax(fmin(y, z), fmax(x, t)));
return 0.5 * (t_1 * sqrt((1.0 / t_1)));
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
real(8) :: t_1
t_1 = fmin(fmax(y, z), fmax(fmin(y, z), fmax(x, t)))
code = 0.5d0 * (t_1 * sqrt((1.0d0 / t_1)))
end function
public static double code(double x, double y, double z, double t) {
double t_1 = fmin(fmax(y, z), fmax(fmin(y, z), fmax(x, t)));
return 0.5 * (t_1 * Math.sqrt((1.0 / t_1)));
}
def code(x, y, z, t): t_1 = fmin(fmax(y, z), fmax(fmin(y, z), fmax(x, t))) return 0.5 * (t_1 * math.sqrt((1.0 / t_1)))
function code(x, y, z, t) t_1 = fmin(fmax(y, z), fmax(fmin(y, z), fmax(x, t))) return Float64(0.5 * Float64(t_1 * sqrt(Float64(1.0 / t_1)))) end
function tmp = code(x, y, z, t) t_1 = min(max(y, z), max(min(y, z), max(x, t))); tmp = 0.5 * (t_1 * sqrt((1.0 / t_1))); end
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Min[N[Max[y, z], $MachinePrecision], N[Max[N[Min[y, z], $MachinePrecision], N[Max[x, t], $MachinePrecision]], $MachinePrecision]], $MachinePrecision]}, N[(0.5 * N[(t$95$1 * N[Sqrt[N[(1.0 / t$95$1), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
t_1 := \mathsf{min}\left(\mathsf{max}\left(y, z\right), \mathsf{max}\left(\mathsf{min}\left(y, z\right), \mathsf{max}\left(x, t\right)\right)\right)\\
0.5 \cdot \left(t\_1 \cdot \sqrt{\frac{1}{t\_1}}\right)
\end{array}
Initial program 92.0%
Taylor expanded in y around inf
lower--.f64N/A
lower-sqrt.f64N/A
lower-+.f64N/A
lower-sqrt.f6450.8
Applied rewrites50.8%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
metadata-evalN/A
lower--.f64N/A
lower-unsound-*.f64N/A
lower-unsound-+.f6441.2
lift-+.f64N/A
add-flipN/A
metadata-evalN/A
lower--.f6441.2
Applied rewrites41.2%
Taylor expanded in z around -inf
lower-*.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f646.9
Applied rewrites6.9%
(FPCore (x y z t) :precision binary64 (* (sqrt (fmin x t)) 0.5))
double code(double x, double y, double z, double t) {
return sqrt(fmin(x, t)) * 0.5;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z, t)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
real(8), intent (in) :: t
code = sqrt(fmin(x, t)) * 0.5d0
end function
public static double code(double x, double y, double z, double t) {
return Math.sqrt(fmin(x, t)) * 0.5;
}
def code(x, y, z, t): return math.sqrt(fmin(x, t)) * 0.5
function code(x, y, z, t) return Float64(sqrt(fmin(x, t)) * 0.5) end
function tmp = code(x, y, z, t) tmp = sqrt(min(x, t)) * 0.5; end
code[x_, y_, z_, t_] := N[(N[Sqrt[N[Min[x, t], $MachinePrecision]], $MachinePrecision] * 0.5), $MachinePrecision]
\sqrt{\mathsf{min}\left(x, t\right)} \cdot 0.5
Initial program 92.0%
lift--.f64N/A
flip--N/A
lower-unsound-/.f64N/A
lower-unsound--.f64N/A
lower-unsound-*.f32N/A
lower-*.f32N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-evalN/A
lower-unsound-*.f64N/A
lower-unsound-+.f6473.7
lift-+.f64N/A
add-flipN/A
lower--.f64N/A
metadata-eval73.7
Applied rewrites73.7%
Taylor expanded in x around -inf
lower-*.f64N/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f646.9
Applied rewrites6.9%
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
rem-square-sqrtN/A
sqrt-unprodN/A
lift-sqrt.f64N/A
sqrt-unprodN/A
pow2N/A
lift-/.f64N/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lift-sqrt.f64N/A
lower-*.f646.9
Applied rewrites6.9%
herbie shell --seed 2025170
(FPCore (x y z t)
:name "Main:z from "
:precision binary64
(+ (+ (+ (- (sqrt (+ x 1.0)) (sqrt x)) (- (sqrt (+ y 1.0)) (sqrt y))) (- (sqrt (+ z 1.0)) (sqrt z))) (- (sqrt (+ t 1.0)) (sqrt t))))