
(FPCore (A B C F)
:precision binary64
(let* ((t_0 (- (pow B 2.0) (* (* 4.0 A) C))))
(/
(-
(sqrt
(*
(* 2.0 (* t_0 F))
(- (+ A C) (sqrt (+ (pow (- A C) 2.0) (pow B 2.0)))))))
t_0)))
double code(double A, double B, double C, double F) {
double t_0 = pow(B, 2.0) - ((4.0 * A) * C);
return -sqrt(((2.0 * (t_0 * F)) * ((A + C) - sqrt((pow((A - C), 2.0) + pow(B, 2.0)))))) / t_0;
}
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(a, b, c, f)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8), intent (in) :: f
real(8) :: t_0
t_0 = (b ** 2.0d0) - ((4.0d0 * a) * c)
code = -sqrt(((2.0d0 * (t_0 * f)) * ((a + c) - sqrt((((a - c) ** 2.0d0) + (b ** 2.0d0)))))) / t_0
end function
public static double code(double A, double B, double C, double F) {
double t_0 = Math.pow(B, 2.0) - ((4.0 * A) * C);
return -Math.sqrt(((2.0 * (t_0 * F)) * ((A + C) - Math.sqrt((Math.pow((A - C), 2.0) + Math.pow(B, 2.0)))))) / t_0;
}
def code(A, B, C, F): t_0 = math.pow(B, 2.0) - ((4.0 * A) * C) return -math.sqrt(((2.0 * (t_0 * F)) * ((A + C) - math.sqrt((math.pow((A - C), 2.0) + math.pow(B, 2.0)))))) / t_0
function code(A, B, C, F) t_0 = Float64((B ^ 2.0) - Float64(Float64(4.0 * A) * C)) return Float64(Float64(-sqrt(Float64(Float64(2.0 * Float64(t_0 * F)) * Float64(Float64(A + C) - sqrt(Float64((Float64(A - C) ^ 2.0) + (B ^ 2.0))))))) / t_0) end
function tmp = code(A, B, C, F) t_0 = (B ^ 2.0) - ((4.0 * A) * C); tmp = -sqrt(((2.0 * (t_0 * F)) * ((A + C) - sqrt((((A - C) ^ 2.0) + (B ^ 2.0)))))) / t_0; end
code[A_, B_, C_, F_] := Block[{t$95$0 = N[(N[Power[B, 2.0], $MachinePrecision] - N[(N[(4.0 * A), $MachinePrecision] * C), $MachinePrecision]), $MachinePrecision]}, N[((-N[Sqrt[N[(N[(2.0 * N[(t$95$0 * F), $MachinePrecision]), $MachinePrecision] * N[(N[(A + C), $MachinePrecision] - N[Sqrt[N[(N[Power[N[(A - C), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[B, 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]) / t$95$0), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {B}^{2} - \left(4 \cdot A\right) \cdot C\\
\frac{-\sqrt{\left(2 \cdot \left(t\_0 \cdot F\right)\right) \cdot \left(\left(A + C\right) - \sqrt{{\left(A - C\right)}^{2} + {B}^{2}}\right)}}{t\_0}
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 8 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (A B C F)
:precision binary64
(let* ((t_0 (- (pow B 2.0) (* (* 4.0 A) C))))
(/
(-
(sqrt
(*
(* 2.0 (* t_0 F))
(- (+ A C) (sqrt (+ (pow (- A C) 2.0) (pow B 2.0)))))))
t_0)))
double code(double A, double B, double C, double F) {
double t_0 = pow(B, 2.0) - ((4.0 * A) * C);
return -sqrt(((2.0 * (t_0 * F)) * ((A + C) - sqrt((pow((A - C), 2.0) + pow(B, 2.0)))))) / t_0;
}
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(a, b, c, f)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8), intent (in) :: f
real(8) :: t_0
t_0 = (b ** 2.0d0) - ((4.0d0 * a) * c)
code = -sqrt(((2.0d0 * (t_0 * f)) * ((a + c) - sqrt((((a - c) ** 2.0d0) + (b ** 2.0d0)))))) / t_0
end function
public static double code(double A, double B, double C, double F) {
double t_0 = Math.pow(B, 2.0) - ((4.0 * A) * C);
return -Math.sqrt(((2.0 * (t_0 * F)) * ((A + C) - Math.sqrt((Math.pow((A - C), 2.0) + Math.pow(B, 2.0)))))) / t_0;
}
def code(A, B, C, F): t_0 = math.pow(B, 2.0) - ((4.0 * A) * C) return -math.sqrt(((2.0 * (t_0 * F)) * ((A + C) - math.sqrt((math.pow((A - C), 2.0) + math.pow(B, 2.0)))))) / t_0
function code(A, B, C, F) t_0 = Float64((B ^ 2.0) - Float64(Float64(4.0 * A) * C)) return Float64(Float64(-sqrt(Float64(Float64(2.0 * Float64(t_0 * F)) * Float64(Float64(A + C) - sqrt(Float64((Float64(A - C) ^ 2.0) + (B ^ 2.0))))))) / t_0) end
function tmp = code(A, B, C, F) t_0 = (B ^ 2.0) - ((4.0 * A) * C); tmp = -sqrt(((2.0 * (t_0 * F)) * ((A + C) - sqrt((((A - C) ^ 2.0) + (B ^ 2.0)))))) / t_0; end
code[A_, B_, C_, F_] := Block[{t$95$0 = N[(N[Power[B, 2.0], $MachinePrecision] - N[(N[(4.0 * A), $MachinePrecision] * C), $MachinePrecision]), $MachinePrecision]}, N[((-N[Sqrt[N[(N[(2.0 * N[(t$95$0 * F), $MachinePrecision]), $MachinePrecision] * N[(N[(A + C), $MachinePrecision] - N[Sqrt[N[(N[Power[N[(A - C), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[B, 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]) / t$95$0), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {B}^{2} - \left(4 \cdot A\right) \cdot C\\
\frac{-\sqrt{\left(2 \cdot \left(t\_0 \cdot F\right)\right) \cdot \left(\left(A + C\right) - \sqrt{{\left(A - C\right)}^{2} + {B}^{2}}\right)}}{t\_0}
\end{array}
\end{array}
B_m = (fabs.f64 B)
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
(FPCore (A B_m C F)
:precision binary64
(let* ((t_0 (* (* 4.0 A) C)))
(if (<= B_m 5.5e-138)
(/
(sqrt (* (* 2.0 (* (- (* B_m B_m) t_0) F)) (* 2.0 A)))
(+ (* (- B_m) B_m) t_0))
(if (<= B_m 1.4e-31)
(- (sqrt (* (/ F C) -1.0)))
(if (<= B_m 1.12e+247)
(* (/ (sqrt 2.0) (- B_m)) (sqrt (* F (- A (hypot A B_m)))))
(- (sqrt (* -2.0 (/ F B_m)))))))))B_m = fabs(B);
assert(A < B_m && B_m < C && C < F);
double code(double A, double B_m, double C, double F) {
double t_0 = (4.0 * A) * C;
double tmp;
if (B_m <= 5.5e-138) {
tmp = sqrt(((2.0 * (((B_m * B_m) - t_0) * F)) * (2.0 * A))) / ((-B_m * B_m) + t_0);
} else if (B_m <= 1.4e-31) {
tmp = -sqrt(((F / C) * -1.0));
} else if (B_m <= 1.12e+247) {
tmp = (sqrt(2.0) / -B_m) * sqrt((F * (A - hypot(A, B_m))));
} else {
tmp = -sqrt((-2.0 * (F / B_m)));
}
return tmp;
}
B_m = Math.abs(B);
assert A < B_m && B_m < C && C < F;
public static double code(double A, double B_m, double C, double F) {
double t_0 = (4.0 * A) * C;
double tmp;
if (B_m <= 5.5e-138) {
tmp = Math.sqrt(((2.0 * (((B_m * B_m) - t_0) * F)) * (2.0 * A))) / ((-B_m * B_m) + t_0);
} else if (B_m <= 1.4e-31) {
tmp = -Math.sqrt(((F / C) * -1.0));
} else if (B_m <= 1.12e+247) {
tmp = (Math.sqrt(2.0) / -B_m) * Math.sqrt((F * (A - Math.hypot(A, B_m))));
} else {
tmp = -Math.sqrt((-2.0 * (F / B_m)));
}
return tmp;
}
B_m = math.fabs(B) [A, B_m, C, F] = sort([A, B_m, C, F]) def code(A, B_m, C, F): t_0 = (4.0 * A) * C tmp = 0 if B_m <= 5.5e-138: tmp = math.sqrt(((2.0 * (((B_m * B_m) - t_0) * F)) * (2.0 * A))) / ((-B_m * B_m) + t_0) elif B_m <= 1.4e-31: tmp = -math.sqrt(((F / C) * -1.0)) elif B_m <= 1.12e+247: tmp = (math.sqrt(2.0) / -B_m) * math.sqrt((F * (A - math.hypot(A, B_m)))) else: tmp = -math.sqrt((-2.0 * (F / B_m))) return tmp
B_m = abs(B) A, B_m, C, F = sort([A, B_m, C, F]) function code(A, B_m, C, F) t_0 = Float64(Float64(4.0 * A) * C) tmp = 0.0 if (B_m <= 5.5e-138) tmp = Float64(sqrt(Float64(Float64(2.0 * Float64(Float64(Float64(B_m * B_m) - t_0) * F)) * Float64(2.0 * A))) / Float64(Float64(Float64(-B_m) * B_m) + t_0)); elseif (B_m <= 1.4e-31) tmp = Float64(-sqrt(Float64(Float64(F / C) * -1.0))); elseif (B_m <= 1.12e+247) tmp = Float64(Float64(sqrt(2.0) / Float64(-B_m)) * sqrt(Float64(F * Float64(A - hypot(A, B_m))))); else tmp = Float64(-sqrt(Float64(-2.0 * Float64(F / B_m)))); end return tmp end
B_m = abs(B);
A, B_m, C, F = num2cell(sort([A, B_m, C, F])){:}
function tmp_2 = code(A, B_m, C, F)
t_0 = (4.0 * A) * C;
tmp = 0.0;
if (B_m <= 5.5e-138)
tmp = sqrt(((2.0 * (((B_m * B_m) - t_0) * F)) * (2.0 * A))) / ((-B_m * B_m) + t_0);
elseif (B_m <= 1.4e-31)
tmp = -sqrt(((F / C) * -1.0));
elseif (B_m <= 1.12e+247)
tmp = (sqrt(2.0) / -B_m) * sqrt((F * (A - hypot(A, B_m))));
else
tmp = -sqrt((-2.0 * (F / B_m)));
end
tmp_2 = tmp;
end
B_m = N[Abs[B], $MachinePrecision]
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
code[A_, B$95$m_, C_, F_] := Block[{t$95$0 = N[(N[(4.0 * A), $MachinePrecision] * C), $MachinePrecision]}, If[LessEqual[B$95$m, 5.5e-138], N[(N[Sqrt[N[(N[(2.0 * N[(N[(N[(B$95$m * B$95$m), $MachinePrecision] - t$95$0), $MachinePrecision] * F), $MachinePrecision]), $MachinePrecision] * N[(2.0 * A), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / N[(N[((-B$95$m) * B$95$m), $MachinePrecision] + t$95$0), $MachinePrecision]), $MachinePrecision], If[LessEqual[B$95$m, 1.4e-31], (-N[Sqrt[N[(N[(F / C), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), If[LessEqual[B$95$m, 1.12e+247], N[(N[(N[Sqrt[2.0], $MachinePrecision] / (-B$95$m)), $MachinePrecision] * N[Sqrt[N[(F * N[(A - N[Sqrt[A ^ 2 + B$95$m ^ 2], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], (-N[Sqrt[N[(-2.0 * N[(F / B$95$m), $MachinePrecision]), $MachinePrecision]], $MachinePrecision])]]]]
\begin{array}{l}
B_m = \left|B\right|
\\
[A, B_m, C, F] = \mathsf{sort}([A, B_m, C, F])\\
\\
\begin{array}{l}
t_0 := \left(4 \cdot A\right) \cdot C\\
\mathbf{if}\;B\_m \leq 5.5 \cdot 10^{-138}:\\
\;\;\;\;\frac{\sqrt{\left(2 \cdot \left(\left(B\_m \cdot B\_m - t\_0\right) \cdot F\right)\right) \cdot \left(2 \cdot A\right)}}{\left(-B\_m\right) \cdot B\_m + t\_0}\\
\mathbf{elif}\;B\_m \leq 1.4 \cdot 10^{-31}:\\
\;\;\;\;-\sqrt{\frac{F}{C} \cdot -1}\\
\mathbf{elif}\;B\_m \leq 1.12 \cdot 10^{+247}:\\
\;\;\;\;\frac{\sqrt{2}}{-B\_m} \cdot \sqrt{F \cdot \left(A - \mathsf{hypot}\left(A, B\_m\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;-\sqrt{-2 \cdot \frac{F}{B\_m}}\\
\end{array}
\end{array}
if B < 5.5000000000000003e-138Initial program 14.6%
Taylor expanded in C around inf
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
div-add-revN/A
lower-/.f64N/A
unpow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f647.8
Applied rewrites7.8%
lift-pow.f64N/A
pow2N/A
lift-*.f647.8
Applied rewrites7.8%
Taylor expanded in A around -inf
lower-*.f6416.5
Applied rewrites16.5%
if 5.5000000000000003e-138 < B < 1.3999999999999999e-31Initial program 29.1%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6420.6
Applied rewrites20.6%
if 1.3999999999999999e-31 < B < 1.11999999999999995e247Initial program 21.9%
Taylor expanded in C around 0
lower-*.f64N/A
lower-*.f64N/A
lower-/.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower--.f64N/A
unpow2N/A
unpow2N/A
lower-hypot.f6446.2
Applied rewrites46.2%
if 1.11999999999999995e247 < B Initial program 0.0%
Taylor expanded in F around 0
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
Applied rewrites3.1%
Taylor expanded in B around inf
lower-*.f64N/A
lower-/.f6448.3
Applied rewrites48.3%
Final simplification25.2%
B_m = (fabs.f64 B)
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
(FPCore (A B_m C F)
:precision binary64
(let* ((t_0 (* (* 4.0 A) C))
(t_1 (- (pow B_m 2.0) t_0))
(t_2
(/
(sqrt
(*
(* 2.0 (* t_1 F))
(- (+ A C) (sqrt (+ (pow (- A C) 2.0) (pow B_m 2.0))))))
(- t_1)))
(t_3 (sqrt (* (/ F C) -1.0)))
(t_4 (- t_3)))
(if (<= t_2 (- INFINITY))
t_4
(if (<= t_2 -5e-187)
(/
(sqrt
(*
(* 2.0 (* (- (* B_m B_m) t_0) F))
(- (+ A C) (sqrt (fma -2.0 (* A C) (fma A A (* B_m B_m)))))))
(+ (* (- B_m) B_m) t_0))
(if (<= t_2 0.0)
t_4
(if (<= t_2 INFINITY) t_3 (- (sqrt (* -2.0 (/ F B_m))))))))))B_m = fabs(B);
assert(A < B_m && B_m < C && C < F);
double code(double A, double B_m, double C, double F) {
double t_0 = (4.0 * A) * C;
double t_1 = pow(B_m, 2.0) - t_0;
double t_2 = sqrt(((2.0 * (t_1 * F)) * ((A + C) - sqrt((pow((A - C), 2.0) + pow(B_m, 2.0)))))) / -t_1;
double t_3 = sqrt(((F / C) * -1.0));
double t_4 = -t_3;
double tmp;
if (t_2 <= -((double) INFINITY)) {
tmp = t_4;
} else if (t_2 <= -5e-187) {
tmp = sqrt(((2.0 * (((B_m * B_m) - t_0) * F)) * ((A + C) - sqrt(fma(-2.0, (A * C), fma(A, A, (B_m * B_m))))))) / ((-B_m * B_m) + t_0);
} else if (t_2 <= 0.0) {
tmp = t_4;
} else if (t_2 <= ((double) INFINITY)) {
tmp = t_3;
} else {
tmp = -sqrt((-2.0 * (F / B_m)));
}
return tmp;
}
B_m = abs(B) A, B_m, C, F = sort([A, B_m, C, F]) function code(A, B_m, C, F) t_0 = Float64(Float64(4.0 * A) * C) t_1 = Float64((B_m ^ 2.0) - t_0) t_2 = Float64(sqrt(Float64(Float64(2.0 * Float64(t_1 * F)) * Float64(Float64(A + C) - sqrt(Float64((Float64(A - C) ^ 2.0) + (B_m ^ 2.0)))))) / Float64(-t_1)) t_3 = sqrt(Float64(Float64(F / C) * -1.0)) t_4 = Float64(-t_3) tmp = 0.0 if (t_2 <= Float64(-Inf)) tmp = t_4; elseif (t_2 <= -5e-187) tmp = Float64(sqrt(Float64(Float64(2.0 * Float64(Float64(Float64(B_m * B_m) - t_0) * F)) * Float64(Float64(A + C) - sqrt(fma(-2.0, Float64(A * C), fma(A, A, Float64(B_m * B_m))))))) / Float64(Float64(Float64(-B_m) * B_m) + t_0)); elseif (t_2 <= 0.0) tmp = t_4; elseif (t_2 <= Inf) tmp = t_3; else tmp = Float64(-sqrt(Float64(-2.0 * Float64(F / B_m)))); end return tmp end
B_m = N[Abs[B], $MachinePrecision]
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
code[A_, B$95$m_, C_, F_] := Block[{t$95$0 = N[(N[(4.0 * A), $MachinePrecision] * C), $MachinePrecision]}, Block[{t$95$1 = N[(N[Power[B$95$m, 2.0], $MachinePrecision] - t$95$0), $MachinePrecision]}, Block[{t$95$2 = N[(N[Sqrt[N[(N[(2.0 * N[(t$95$1 * F), $MachinePrecision]), $MachinePrecision] * N[(N[(A + C), $MachinePrecision] - N[Sqrt[N[(N[Power[N[(A - C), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[B$95$m, 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / (-t$95$1)), $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[N[(N[(F / C), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$4 = (-t$95$3)}, If[LessEqual[t$95$2, (-Infinity)], t$95$4, If[LessEqual[t$95$2, -5e-187], N[(N[Sqrt[N[(N[(2.0 * N[(N[(N[(B$95$m * B$95$m), $MachinePrecision] - t$95$0), $MachinePrecision] * F), $MachinePrecision]), $MachinePrecision] * N[(N[(A + C), $MachinePrecision] - N[Sqrt[N[(-2.0 * N[(A * C), $MachinePrecision] + N[(A * A + N[(B$95$m * B$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / N[(N[((-B$95$m) * B$95$m), $MachinePrecision] + t$95$0), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$2, 0.0], t$95$4, If[LessEqual[t$95$2, Infinity], t$95$3, (-N[Sqrt[N[(-2.0 * N[(F / B$95$m), $MachinePrecision]), $MachinePrecision]], $MachinePrecision])]]]]]]]]]
\begin{array}{l}
B_m = \left|B\right|
\\
[A, B_m, C, F] = \mathsf{sort}([A, B_m, C, F])\\
\\
\begin{array}{l}
t_0 := \left(4 \cdot A\right) \cdot C\\
t_1 := {B\_m}^{2} - t\_0\\
t_2 := \frac{\sqrt{\left(2 \cdot \left(t\_1 \cdot F\right)\right) \cdot \left(\left(A + C\right) - \sqrt{{\left(A - C\right)}^{2} + {B\_m}^{2}}\right)}}{-t\_1}\\
t_3 := \sqrt{\frac{F}{C} \cdot -1}\\
t_4 := -t\_3\\
\mathbf{if}\;t\_2 \leq -\infty:\\
\;\;\;\;t\_4\\
\mathbf{elif}\;t\_2 \leq -5 \cdot 10^{-187}:\\
\;\;\;\;\frac{\sqrt{\left(2 \cdot \left(\left(B\_m \cdot B\_m - t\_0\right) \cdot F\right)\right) \cdot \left(\left(A + C\right) - \sqrt{\mathsf{fma}\left(-2, A \cdot C, \mathsf{fma}\left(A, A, B\_m \cdot B\_m\right)\right)}\right)}}{\left(-B\_m\right) \cdot B\_m + t\_0}\\
\mathbf{elif}\;t\_2 \leq 0:\\
\;\;\;\;t\_4\\
\mathbf{elif}\;t\_2 \leq \infty:\\
\;\;\;\;t\_3\\
\mathbf{else}:\\
\;\;\;\;-\sqrt{-2 \cdot \frac{F}{B\_m}}\\
\end{array}
\end{array}
if (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < -inf.0 or -4.9999999999999996e-187 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < -0.0Initial program 3.4%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6435.2
Applied rewrites35.2%
if -inf.0 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < -4.9999999999999996e-187Initial program 98.5%
Taylor expanded in C around inf
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
div-add-revN/A
lower-/.f64N/A
unpow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6450.1
Applied rewrites50.1%
lift-pow.f64N/A
pow2N/A
lift-*.f6450.1
Applied rewrites50.1%
Taylor expanded in C around 0
lower-fma.f64N/A
lower-*.f64N/A
pow2N/A
pow2N/A
lift-fma.f64N/A
lift-*.f6481.2
Applied rewrites81.2%
if -0.0 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < +inf.0Initial program 35.7%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f641.8
Applied rewrites1.8%
Taylor expanded in F around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6436.2
Applied rewrites36.2%
if +inf.0 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) Initial program 0.0%
Taylor expanded in F around 0
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
Applied rewrites3.2%
Taylor expanded in B around inf
lower-*.f64N/A
lower-/.f6413.0
Applied rewrites13.0%
Final simplification30.9%
B_m = (fabs.f64 B)
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
(FPCore (A B_m C F)
:precision binary64
(let* ((t_0 (* (* 4.0 A) C))
(t_1 (- (pow B_m 2.0) t_0))
(t_2
(/
(sqrt
(*
(* 2.0 (* t_1 F))
(- (+ A C) (sqrt (+ (pow (- A C) 2.0) (pow B_m 2.0))))))
(- t_1)))
(t_3 (sqrt (* (/ F C) -1.0)))
(t_4 (- t_3)))
(if (<= t_2 (- INFINITY))
t_4
(if (<= t_2 -5e-187)
(/
(sqrt
(*
(* 2.0 (* (- (* B_m B_m) t_0) F))
(- (+ A C) (sqrt (fma A A (* B_m B_m))))))
(+ (* (- B_m) B_m) t_0))
(if (<= t_2 0.0)
t_4
(if (<= t_2 INFINITY) t_3 (- (sqrt (* -2.0 (/ F B_m))))))))))B_m = fabs(B);
assert(A < B_m && B_m < C && C < F);
double code(double A, double B_m, double C, double F) {
double t_0 = (4.0 * A) * C;
double t_1 = pow(B_m, 2.0) - t_0;
double t_2 = sqrt(((2.0 * (t_1 * F)) * ((A + C) - sqrt((pow((A - C), 2.0) + pow(B_m, 2.0)))))) / -t_1;
double t_3 = sqrt(((F / C) * -1.0));
double t_4 = -t_3;
double tmp;
if (t_2 <= -((double) INFINITY)) {
tmp = t_4;
} else if (t_2 <= -5e-187) {
tmp = sqrt(((2.0 * (((B_m * B_m) - t_0) * F)) * ((A + C) - sqrt(fma(A, A, (B_m * B_m)))))) / ((-B_m * B_m) + t_0);
} else if (t_2 <= 0.0) {
tmp = t_4;
} else if (t_2 <= ((double) INFINITY)) {
tmp = t_3;
} else {
tmp = -sqrt((-2.0 * (F / B_m)));
}
return tmp;
}
B_m = abs(B) A, B_m, C, F = sort([A, B_m, C, F]) function code(A, B_m, C, F) t_0 = Float64(Float64(4.0 * A) * C) t_1 = Float64((B_m ^ 2.0) - t_0) t_2 = Float64(sqrt(Float64(Float64(2.0 * Float64(t_1 * F)) * Float64(Float64(A + C) - sqrt(Float64((Float64(A - C) ^ 2.0) + (B_m ^ 2.0)))))) / Float64(-t_1)) t_3 = sqrt(Float64(Float64(F / C) * -1.0)) t_4 = Float64(-t_3) tmp = 0.0 if (t_2 <= Float64(-Inf)) tmp = t_4; elseif (t_2 <= -5e-187) tmp = Float64(sqrt(Float64(Float64(2.0 * Float64(Float64(Float64(B_m * B_m) - t_0) * F)) * Float64(Float64(A + C) - sqrt(fma(A, A, Float64(B_m * B_m)))))) / Float64(Float64(Float64(-B_m) * B_m) + t_0)); elseif (t_2 <= 0.0) tmp = t_4; elseif (t_2 <= Inf) tmp = t_3; else tmp = Float64(-sqrt(Float64(-2.0 * Float64(F / B_m)))); end return tmp end
B_m = N[Abs[B], $MachinePrecision]
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
code[A_, B$95$m_, C_, F_] := Block[{t$95$0 = N[(N[(4.0 * A), $MachinePrecision] * C), $MachinePrecision]}, Block[{t$95$1 = N[(N[Power[B$95$m, 2.0], $MachinePrecision] - t$95$0), $MachinePrecision]}, Block[{t$95$2 = N[(N[Sqrt[N[(N[(2.0 * N[(t$95$1 * F), $MachinePrecision]), $MachinePrecision] * N[(N[(A + C), $MachinePrecision] - N[Sqrt[N[(N[Power[N[(A - C), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[B$95$m, 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / (-t$95$1)), $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[N[(N[(F / C), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$4 = (-t$95$3)}, If[LessEqual[t$95$2, (-Infinity)], t$95$4, If[LessEqual[t$95$2, -5e-187], N[(N[Sqrt[N[(N[(2.0 * N[(N[(N[(B$95$m * B$95$m), $MachinePrecision] - t$95$0), $MachinePrecision] * F), $MachinePrecision]), $MachinePrecision] * N[(N[(A + C), $MachinePrecision] - N[Sqrt[N[(A * A + N[(B$95$m * B$95$m), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / N[(N[((-B$95$m) * B$95$m), $MachinePrecision] + t$95$0), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$2, 0.0], t$95$4, If[LessEqual[t$95$2, Infinity], t$95$3, (-N[Sqrt[N[(-2.0 * N[(F / B$95$m), $MachinePrecision]), $MachinePrecision]], $MachinePrecision])]]]]]]]]]
\begin{array}{l}
B_m = \left|B\right|
\\
[A, B_m, C, F] = \mathsf{sort}([A, B_m, C, F])\\
\\
\begin{array}{l}
t_0 := \left(4 \cdot A\right) \cdot C\\
t_1 := {B\_m}^{2} - t\_0\\
t_2 := \frac{\sqrt{\left(2 \cdot \left(t\_1 \cdot F\right)\right) \cdot \left(\left(A + C\right) - \sqrt{{\left(A - C\right)}^{2} + {B\_m}^{2}}\right)}}{-t\_1}\\
t_3 := \sqrt{\frac{F}{C} \cdot -1}\\
t_4 := -t\_3\\
\mathbf{if}\;t\_2 \leq -\infty:\\
\;\;\;\;t\_4\\
\mathbf{elif}\;t\_2 \leq -5 \cdot 10^{-187}:\\
\;\;\;\;\frac{\sqrt{\left(2 \cdot \left(\left(B\_m \cdot B\_m - t\_0\right) \cdot F\right)\right) \cdot \left(\left(A + C\right) - \sqrt{\mathsf{fma}\left(A, A, B\_m \cdot B\_m\right)}\right)}}{\left(-B\_m\right) \cdot B\_m + t\_0}\\
\mathbf{elif}\;t\_2 \leq 0:\\
\;\;\;\;t\_4\\
\mathbf{elif}\;t\_2 \leq \infty:\\
\;\;\;\;t\_3\\
\mathbf{else}:\\
\;\;\;\;-\sqrt{-2 \cdot \frac{F}{B\_m}}\\
\end{array}
\end{array}
if (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < -inf.0 or -4.9999999999999996e-187 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < -0.0Initial program 3.4%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6435.2
Applied rewrites35.2%
if -inf.0 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < -4.9999999999999996e-187Initial program 98.5%
Taylor expanded in C around inf
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-+.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
div-add-revN/A
lower-/.f64N/A
unpow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f64N/A
unpow2N/A
lower-*.f6450.1
Applied rewrites50.1%
lift-pow.f64N/A
pow2N/A
lift-*.f6450.1
Applied rewrites50.1%
Taylor expanded in C around 0
pow2N/A
pow2N/A
lift-fma.f64N/A
lift-*.f6481.2
Applied rewrites81.2%
if -0.0 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < +inf.0Initial program 35.7%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f641.8
Applied rewrites1.8%
Taylor expanded in F around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6436.2
Applied rewrites36.2%
if +inf.0 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) Initial program 0.0%
Taylor expanded in F around 0
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
Applied rewrites3.2%
Taylor expanded in B around inf
lower-*.f64N/A
lower-/.f6413.0
Applied rewrites13.0%
Final simplification30.9%
B_m = (fabs.f64 B)
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
(FPCore (A B_m C F)
:precision binary64
(let* ((t_0 (- (sqrt (* -2.0 (/ F B_m)))))
(t_1 (- (pow B_m 2.0) (* (* 4.0 A) C)))
(t_2
(/
(sqrt
(*
(* 2.0 (* t_1 F))
(- (+ A C) (sqrt (+ (pow (- A C) 2.0) (pow B_m 2.0))))))
(- t_1)))
(t_3 (sqrt (* (/ F C) -1.0)))
(t_4 (- t_3)))
(if (<= t_2 -2e+139)
t_4
(if (<= t_2 -2e-157)
t_0
(if (<= t_2 0.0) t_4 (if (<= t_2 INFINITY) t_3 t_0))))))B_m = fabs(B);
assert(A < B_m && B_m < C && C < F);
double code(double A, double B_m, double C, double F) {
double t_0 = -sqrt((-2.0 * (F / B_m)));
double t_1 = pow(B_m, 2.0) - ((4.0 * A) * C);
double t_2 = sqrt(((2.0 * (t_1 * F)) * ((A + C) - sqrt((pow((A - C), 2.0) + pow(B_m, 2.0)))))) / -t_1;
double t_3 = sqrt(((F / C) * -1.0));
double t_4 = -t_3;
double tmp;
if (t_2 <= -2e+139) {
tmp = t_4;
} else if (t_2 <= -2e-157) {
tmp = t_0;
} else if (t_2 <= 0.0) {
tmp = t_4;
} else if (t_2 <= ((double) INFINITY)) {
tmp = t_3;
} else {
tmp = t_0;
}
return tmp;
}
B_m = Math.abs(B);
assert A < B_m && B_m < C && C < F;
public static double code(double A, double B_m, double C, double F) {
double t_0 = -Math.sqrt((-2.0 * (F / B_m)));
double t_1 = Math.pow(B_m, 2.0) - ((4.0 * A) * C);
double t_2 = Math.sqrt(((2.0 * (t_1 * F)) * ((A + C) - Math.sqrt((Math.pow((A - C), 2.0) + Math.pow(B_m, 2.0)))))) / -t_1;
double t_3 = Math.sqrt(((F / C) * -1.0));
double t_4 = -t_3;
double tmp;
if (t_2 <= -2e+139) {
tmp = t_4;
} else if (t_2 <= -2e-157) {
tmp = t_0;
} else if (t_2 <= 0.0) {
tmp = t_4;
} else if (t_2 <= Double.POSITIVE_INFINITY) {
tmp = t_3;
} else {
tmp = t_0;
}
return tmp;
}
B_m = math.fabs(B) [A, B_m, C, F] = sort([A, B_m, C, F]) def code(A, B_m, C, F): t_0 = -math.sqrt((-2.0 * (F / B_m))) t_1 = math.pow(B_m, 2.0) - ((4.0 * A) * C) t_2 = math.sqrt(((2.0 * (t_1 * F)) * ((A + C) - math.sqrt((math.pow((A - C), 2.0) + math.pow(B_m, 2.0)))))) / -t_1 t_3 = math.sqrt(((F / C) * -1.0)) t_4 = -t_3 tmp = 0 if t_2 <= -2e+139: tmp = t_4 elif t_2 <= -2e-157: tmp = t_0 elif t_2 <= 0.0: tmp = t_4 elif t_2 <= math.inf: tmp = t_3 else: tmp = t_0 return tmp
B_m = abs(B) A, B_m, C, F = sort([A, B_m, C, F]) function code(A, B_m, C, F) t_0 = Float64(-sqrt(Float64(-2.0 * Float64(F / B_m)))) t_1 = Float64((B_m ^ 2.0) - Float64(Float64(4.0 * A) * C)) t_2 = Float64(sqrt(Float64(Float64(2.0 * Float64(t_1 * F)) * Float64(Float64(A + C) - sqrt(Float64((Float64(A - C) ^ 2.0) + (B_m ^ 2.0)))))) / Float64(-t_1)) t_3 = sqrt(Float64(Float64(F / C) * -1.0)) t_4 = Float64(-t_3) tmp = 0.0 if (t_2 <= -2e+139) tmp = t_4; elseif (t_2 <= -2e-157) tmp = t_0; elseif (t_2 <= 0.0) tmp = t_4; elseif (t_2 <= Inf) tmp = t_3; else tmp = t_0; end return tmp end
B_m = abs(B);
A, B_m, C, F = num2cell(sort([A, B_m, C, F])){:}
function tmp_2 = code(A, B_m, C, F)
t_0 = -sqrt((-2.0 * (F / B_m)));
t_1 = (B_m ^ 2.0) - ((4.0 * A) * C);
t_2 = sqrt(((2.0 * (t_1 * F)) * ((A + C) - sqrt((((A - C) ^ 2.0) + (B_m ^ 2.0)))))) / -t_1;
t_3 = sqrt(((F / C) * -1.0));
t_4 = -t_3;
tmp = 0.0;
if (t_2 <= -2e+139)
tmp = t_4;
elseif (t_2 <= -2e-157)
tmp = t_0;
elseif (t_2 <= 0.0)
tmp = t_4;
elseif (t_2 <= Inf)
tmp = t_3;
else
tmp = t_0;
end
tmp_2 = tmp;
end
B_m = N[Abs[B], $MachinePrecision]
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
code[A_, B$95$m_, C_, F_] := Block[{t$95$0 = (-N[Sqrt[N[(-2.0 * N[(F / B$95$m), $MachinePrecision]), $MachinePrecision]], $MachinePrecision])}, Block[{t$95$1 = N[(N[Power[B$95$m, 2.0], $MachinePrecision] - N[(N[(4.0 * A), $MachinePrecision] * C), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[Sqrt[N[(N[(2.0 * N[(t$95$1 * F), $MachinePrecision]), $MachinePrecision] * N[(N[(A + C), $MachinePrecision] - N[Sqrt[N[(N[Power[N[(A - C), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[B$95$m, 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / (-t$95$1)), $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[N[(N[(F / C), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$4 = (-t$95$3)}, If[LessEqual[t$95$2, -2e+139], t$95$4, If[LessEqual[t$95$2, -2e-157], t$95$0, If[LessEqual[t$95$2, 0.0], t$95$4, If[LessEqual[t$95$2, Infinity], t$95$3, t$95$0]]]]]]]]]
\begin{array}{l}
B_m = \left|B\right|
\\
[A, B_m, C, F] = \mathsf{sort}([A, B_m, C, F])\\
\\
\begin{array}{l}
t_0 := -\sqrt{-2 \cdot \frac{F}{B\_m}}\\
t_1 := {B\_m}^{2} - \left(4 \cdot A\right) \cdot C\\
t_2 := \frac{\sqrt{\left(2 \cdot \left(t\_1 \cdot F\right)\right) \cdot \left(\left(A + C\right) - \sqrt{{\left(A - C\right)}^{2} + {B\_m}^{2}}\right)}}{-t\_1}\\
t_3 := \sqrt{\frac{F}{C} \cdot -1}\\
t_4 := -t\_3\\
\mathbf{if}\;t\_2 \leq -2 \cdot 10^{+139}:\\
\;\;\;\;t\_4\\
\mathbf{elif}\;t\_2 \leq -2 \cdot 10^{-157}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;t\_2 \leq 0:\\
\;\;\;\;t\_4\\
\mathbf{elif}\;t\_2 \leq \infty:\\
\;\;\;\;t\_3\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < -2.00000000000000007e139 or -1.99999999999999989e-157 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < -0.0Initial program 12.1%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6432.3
Applied rewrites32.3%
if -2.00000000000000007e139 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < -1.99999999999999989e-157 or +inf.0 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) Initial program 17.4%
Taylor expanded in F around 0
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
Applied rewrites20.0%
Taylor expanded in B around inf
lower-*.f64N/A
lower-/.f6416.8
Applied rewrites16.8%
if -0.0 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < +inf.0Initial program 35.7%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f641.8
Applied rewrites1.8%
Taylor expanded in F around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6436.2
Applied rewrites36.2%
Final simplification23.7%
B_m = (fabs.f64 B)
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
(FPCore (A B_m C F)
:precision binary64
(let* ((t_0 (- (pow B_m 2.0) (* (* 4.0 A) C))))
(if (<=
(/
(sqrt
(*
(* 2.0 (* t_0 F))
(- (+ A C) (sqrt (+ (pow (- A C) 2.0) (pow B_m 2.0))))))
(- t_0))
-5e-187)
(* (sqrt (* A F)) (/ -2.0 B_m))
(sqrt (* (/ F C) -1.0)))))B_m = fabs(B);
assert(A < B_m && B_m < C && C < F);
double code(double A, double B_m, double C, double F) {
double t_0 = pow(B_m, 2.0) - ((4.0 * A) * C);
double tmp;
if ((sqrt(((2.0 * (t_0 * F)) * ((A + C) - sqrt((pow((A - C), 2.0) + pow(B_m, 2.0)))))) / -t_0) <= -5e-187) {
tmp = sqrt((A * F)) * (-2.0 / B_m);
} else {
tmp = sqrt(((F / C) * -1.0));
}
return tmp;
}
B_m = private
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
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(a, b_m, c, f)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b_m
real(8), intent (in) :: c
real(8), intent (in) :: f
real(8) :: t_0
real(8) :: tmp
t_0 = (b_m ** 2.0d0) - ((4.0d0 * a) * c)
if ((sqrt(((2.0d0 * (t_0 * f)) * ((a + c) - sqrt((((a - c) ** 2.0d0) + (b_m ** 2.0d0)))))) / -t_0) <= (-5d-187)) then
tmp = sqrt((a * f)) * ((-2.0d0) / b_m)
else
tmp = sqrt(((f / c) * (-1.0d0)))
end if
code = tmp
end function
B_m = Math.abs(B);
assert A < B_m && B_m < C && C < F;
public static double code(double A, double B_m, double C, double F) {
double t_0 = Math.pow(B_m, 2.0) - ((4.0 * A) * C);
double tmp;
if ((Math.sqrt(((2.0 * (t_0 * F)) * ((A + C) - Math.sqrt((Math.pow((A - C), 2.0) + Math.pow(B_m, 2.0)))))) / -t_0) <= -5e-187) {
tmp = Math.sqrt((A * F)) * (-2.0 / B_m);
} else {
tmp = Math.sqrt(((F / C) * -1.0));
}
return tmp;
}
B_m = math.fabs(B) [A, B_m, C, F] = sort([A, B_m, C, F]) def code(A, B_m, C, F): t_0 = math.pow(B_m, 2.0) - ((4.0 * A) * C) tmp = 0 if (math.sqrt(((2.0 * (t_0 * F)) * ((A + C) - math.sqrt((math.pow((A - C), 2.0) + math.pow(B_m, 2.0)))))) / -t_0) <= -5e-187: tmp = math.sqrt((A * F)) * (-2.0 / B_m) else: tmp = math.sqrt(((F / C) * -1.0)) return tmp
B_m = abs(B) A, B_m, C, F = sort([A, B_m, C, F]) function code(A, B_m, C, F) t_0 = Float64((B_m ^ 2.0) - Float64(Float64(4.0 * A) * C)) tmp = 0.0 if (Float64(sqrt(Float64(Float64(2.0 * Float64(t_0 * F)) * Float64(Float64(A + C) - sqrt(Float64((Float64(A - C) ^ 2.0) + (B_m ^ 2.0)))))) / Float64(-t_0)) <= -5e-187) tmp = Float64(sqrt(Float64(A * F)) * Float64(-2.0 / B_m)); else tmp = sqrt(Float64(Float64(F / C) * -1.0)); end return tmp end
B_m = abs(B);
A, B_m, C, F = num2cell(sort([A, B_m, C, F])){:}
function tmp_2 = code(A, B_m, C, F)
t_0 = (B_m ^ 2.0) - ((4.0 * A) * C);
tmp = 0.0;
if ((sqrt(((2.0 * (t_0 * F)) * ((A + C) - sqrt((((A - C) ^ 2.0) + (B_m ^ 2.0)))))) / -t_0) <= -5e-187)
tmp = sqrt((A * F)) * (-2.0 / B_m);
else
tmp = sqrt(((F / C) * -1.0));
end
tmp_2 = tmp;
end
B_m = N[Abs[B], $MachinePrecision]
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
code[A_, B$95$m_, C_, F_] := Block[{t$95$0 = N[(N[Power[B$95$m, 2.0], $MachinePrecision] - N[(N[(4.0 * A), $MachinePrecision] * C), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[Sqrt[N[(N[(2.0 * N[(t$95$0 * F), $MachinePrecision]), $MachinePrecision] * N[(N[(A + C), $MachinePrecision] - N[Sqrt[N[(N[Power[N[(A - C), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[B$95$m, 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / (-t$95$0)), $MachinePrecision], -5e-187], N[(N[Sqrt[N[(A * F), $MachinePrecision]], $MachinePrecision] * N[(-2.0 / B$95$m), $MachinePrecision]), $MachinePrecision], N[Sqrt[N[(N[(F / C), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]]]
\begin{array}{l}
B_m = \left|B\right|
\\
[A, B_m, C, F] = \mathsf{sort}([A, B_m, C, F])\\
\\
\begin{array}{l}
t_0 := {B\_m}^{2} - \left(4 \cdot A\right) \cdot C\\
\mathbf{if}\;\frac{\sqrt{\left(2 \cdot \left(t\_0 \cdot F\right)\right) \cdot \left(\left(A + C\right) - \sqrt{{\left(A - C\right)}^{2} + {B\_m}^{2}}\right)}}{-t\_0} \leq -5 \cdot 10^{-187}:\\
\;\;\;\;\sqrt{A \cdot F} \cdot \frac{-2}{B\_m}\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{F}{C} \cdot -1}\\
\end{array}
\end{array}
if (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) < -4.9999999999999996e-187Initial program 43.3%
Taylor expanded in C around 0
lower-*.f64N/A
lower-*.f64N/A
lower-/.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower--.f64N/A
unpow2N/A
unpow2N/A
lower-hypot.f6419.1
Applied rewrites19.1%
Taylor expanded in A around -inf
lower-*.f64N/A
lower-sqrt.f64N/A
lower-*.f64N/A
sqrt-pow2N/A
metadata-evalN/A
metadata-evalN/A
sqrt-pow2N/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
lower-/.f644.0
Applied rewrites4.0%
if -4.9999999999999996e-187 < (/.f64 (neg.f64 (sqrt.f64 (*.f64 (*.f64 #s(literal 2 binary64) (*.f64 (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C)) F)) (-.f64 (+.f64 A C) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))))) (-.f64 (pow.f64 B #s(literal 2 binary64)) (*.f64 (*.f64 #s(literal 4 binary64) A) C))) Initial program 4.9%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6416.8
Applied rewrites16.8%
Taylor expanded in F around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6412.9
Applied rewrites12.9%
Final simplification10.0%
B_m = (fabs.f64 B) NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function. (FPCore (A B_m C F) :precision binary64 (if (<= (pow B_m 2.0) 2e-34) (sqrt (* (/ F C) -1.0)) (- (sqrt (* -2.0 (/ F B_m))))))
B_m = fabs(B);
assert(A < B_m && B_m < C && C < F);
double code(double A, double B_m, double C, double F) {
double tmp;
if (pow(B_m, 2.0) <= 2e-34) {
tmp = sqrt(((F / C) * -1.0));
} else {
tmp = -sqrt((-2.0 * (F / B_m)));
}
return tmp;
}
B_m = private
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
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(a, b_m, c, f)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b_m
real(8), intent (in) :: c
real(8), intent (in) :: f
real(8) :: tmp
if ((b_m ** 2.0d0) <= 2d-34) then
tmp = sqrt(((f / c) * (-1.0d0)))
else
tmp = -sqrt(((-2.0d0) * (f / b_m)))
end if
code = tmp
end function
B_m = Math.abs(B);
assert A < B_m && B_m < C && C < F;
public static double code(double A, double B_m, double C, double F) {
double tmp;
if (Math.pow(B_m, 2.0) <= 2e-34) {
tmp = Math.sqrt(((F / C) * -1.0));
} else {
tmp = -Math.sqrt((-2.0 * (F / B_m)));
}
return tmp;
}
B_m = math.fabs(B) [A, B_m, C, F] = sort([A, B_m, C, F]) def code(A, B_m, C, F): tmp = 0 if math.pow(B_m, 2.0) <= 2e-34: tmp = math.sqrt(((F / C) * -1.0)) else: tmp = -math.sqrt((-2.0 * (F / B_m))) return tmp
B_m = abs(B) A, B_m, C, F = sort([A, B_m, C, F]) function code(A, B_m, C, F) tmp = 0.0 if ((B_m ^ 2.0) <= 2e-34) tmp = sqrt(Float64(Float64(F / C) * -1.0)); else tmp = Float64(-sqrt(Float64(-2.0 * Float64(F / B_m)))); end return tmp end
B_m = abs(B);
A, B_m, C, F = num2cell(sort([A, B_m, C, F])){:}
function tmp_2 = code(A, B_m, C, F)
tmp = 0.0;
if ((B_m ^ 2.0) <= 2e-34)
tmp = sqrt(((F / C) * -1.0));
else
tmp = -sqrt((-2.0 * (F / B_m)));
end
tmp_2 = tmp;
end
B_m = N[Abs[B], $MachinePrecision] NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function. code[A_, B$95$m_, C_, F_] := If[LessEqual[N[Power[B$95$m, 2.0], $MachinePrecision], 2e-34], N[Sqrt[N[(N[(F / C), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision], (-N[Sqrt[N[(-2.0 * N[(F / B$95$m), $MachinePrecision]), $MachinePrecision]], $MachinePrecision])]
\begin{array}{l}
B_m = \left|B\right|
\\
[A, B_m, C, F] = \mathsf{sort}([A, B_m, C, F])\\
\\
\begin{array}{l}
\mathbf{if}\;{B\_m}^{2} \leq 2 \cdot 10^{-34}:\\
\;\;\;\;\sqrt{\frac{F}{C} \cdot -1}\\
\mathbf{else}:\\
\;\;\;\;-\sqrt{-2 \cdot \frac{F}{B\_m}}\\
\end{array}
\end{array}
if (pow.f64 B #s(literal 2 binary64)) < 1.99999999999999986e-34Initial program 17.5%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6426.3
Applied rewrites26.3%
Taylor expanded in F around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6417.1
Applied rewrites17.1%
if 1.99999999999999986e-34 < (pow.f64 B #s(literal 2 binary64)) Initial program 16.7%
Taylor expanded in F around 0
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
Applied rewrites21.7%
Taylor expanded in B around inf
lower-*.f64N/A
lower-/.f6418.9
Applied rewrites18.9%
Final simplification18.1%
B_m = (fabs.f64 B)
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
(FPCore (A B_m C F)
:precision binary64
(let* ((t_0 (sqrt (* (/ F C) -1.0))))
(if (<= F -2.2e+196)
(- (sqrt (* -2.0 (/ F B_m))))
(if (<= F -2.7e-71)
(- t_0)
(if (<= F -1.15e-302)
(* (/ (sqrt 2.0) (- B_m)) (sqrt (* F (- A B_m))))
t_0)))))B_m = fabs(B);
assert(A < B_m && B_m < C && C < F);
double code(double A, double B_m, double C, double F) {
double t_0 = sqrt(((F / C) * -1.0));
double tmp;
if (F <= -2.2e+196) {
tmp = -sqrt((-2.0 * (F / B_m)));
} else if (F <= -2.7e-71) {
tmp = -t_0;
} else if (F <= -1.15e-302) {
tmp = (sqrt(2.0) / -B_m) * sqrt((F * (A - B_m)));
} else {
tmp = t_0;
}
return tmp;
}
B_m = private
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
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(a, b_m, c, f)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b_m
real(8), intent (in) :: c
real(8), intent (in) :: f
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((f / c) * (-1.0d0)))
if (f <= (-2.2d+196)) then
tmp = -sqrt(((-2.0d0) * (f / b_m)))
else if (f <= (-2.7d-71)) then
tmp = -t_0
else if (f <= (-1.15d-302)) then
tmp = (sqrt(2.0d0) / -b_m) * sqrt((f * (a - b_m)))
else
tmp = t_0
end if
code = tmp
end function
B_m = Math.abs(B);
assert A < B_m && B_m < C && C < F;
public static double code(double A, double B_m, double C, double F) {
double t_0 = Math.sqrt(((F / C) * -1.0));
double tmp;
if (F <= -2.2e+196) {
tmp = -Math.sqrt((-2.0 * (F / B_m)));
} else if (F <= -2.7e-71) {
tmp = -t_0;
} else if (F <= -1.15e-302) {
tmp = (Math.sqrt(2.0) / -B_m) * Math.sqrt((F * (A - B_m)));
} else {
tmp = t_0;
}
return tmp;
}
B_m = math.fabs(B) [A, B_m, C, F] = sort([A, B_m, C, F]) def code(A, B_m, C, F): t_0 = math.sqrt(((F / C) * -1.0)) tmp = 0 if F <= -2.2e+196: tmp = -math.sqrt((-2.0 * (F / B_m))) elif F <= -2.7e-71: tmp = -t_0 elif F <= -1.15e-302: tmp = (math.sqrt(2.0) / -B_m) * math.sqrt((F * (A - B_m))) else: tmp = t_0 return tmp
B_m = abs(B) A, B_m, C, F = sort([A, B_m, C, F]) function code(A, B_m, C, F) t_0 = sqrt(Float64(Float64(F / C) * -1.0)) tmp = 0.0 if (F <= -2.2e+196) tmp = Float64(-sqrt(Float64(-2.0 * Float64(F / B_m)))); elseif (F <= -2.7e-71) tmp = Float64(-t_0); elseif (F <= -1.15e-302) tmp = Float64(Float64(sqrt(2.0) / Float64(-B_m)) * sqrt(Float64(F * Float64(A - B_m)))); else tmp = t_0; end return tmp end
B_m = abs(B);
A, B_m, C, F = num2cell(sort([A, B_m, C, F])){:}
function tmp_2 = code(A, B_m, C, F)
t_0 = sqrt(((F / C) * -1.0));
tmp = 0.0;
if (F <= -2.2e+196)
tmp = -sqrt((-2.0 * (F / B_m)));
elseif (F <= -2.7e-71)
tmp = -t_0;
elseif (F <= -1.15e-302)
tmp = (sqrt(2.0) / -B_m) * sqrt((F * (A - B_m)));
else
tmp = t_0;
end
tmp_2 = tmp;
end
B_m = N[Abs[B], $MachinePrecision]
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
code[A_, B$95$m_, C_, F_] := Block[{t$95$0 = N[Sqrt[N[(N[(F / C), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[F, -2.2e+196], (-N[Sqrt[N[(-2.0 * N[(F / B$95$m), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), If[LessEqual[F, -2.7e-71], (-t$95$0), If[LessEqual[F, -1.15e-302], N[(N[(N[Sqrt[2.0], $MachinePrecision] / (-B$95$m)), $MachinePrecision] * N[Sqrt[N[(F * N[(A - B$95$m), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
B_m = \left|B\right|
\\
[A, B_m, C, F] = \mathsf{sort}([A, B_m, C, F])\\
\\
\begin{array}{l}
t_0 := \sqrt{\frac{F}{C} \cdot -1}\\
\mathbf{if}\;F \leq -2.2 \cdot 10^{+196}:\\
\;\;\;\;-\sqrt{-2 \cdot \frac{F}{B\_m}}\\
\mathbf{elif}\;F \leq -2.7 \cdot 10^{-71}:\\
\;\;\;\;-t\_0\\
\mathbf{elif}\;F \leq -1.15 \cdot 10^{-302}:\\
\;\;\;\;\frac{\sqrt{2}}{-B\_m} \cdot \sqrt{F \cdot \left(A - B\_m\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if F < -2.19999999999999998e196Initial program 9.3%
Taylor expanded in F around 0
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
Applied rewrites8.0%
Taylor expanded in B around inf
lower-*.f64N/A
lower-/.f6416.8
Applied rewrites16.8%
if -2.19999999999999998e196 < F < -2.7000000000000001e-71Initial program 14.8%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6429.5
Applied rewrites29.5%
if -2.7000000000000001e-71 < F < -1.15000000000000001e-302Initial program 21.7%
Taylor expanded in C around 0
lower-*.f64N/A
lower-*.f64N/A
lower-/.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower--.f64N/A
unpow2N/A
unpow2N/A
lower-hypot.f6428.8
Applied rewrites28.8%
Taylor expanded in A around 0
Applied rewrites23.7%
if -1.15000000000000001e-302 < F Initial program 25.1%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f642.6
Applied rewrites2.6%
Taylor expanded in F around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6436.5
Applied rewrites36.5%
Final simplification26.0%
B_m = (fabs.f64 B) NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function. (FPCore (A B_m C F) :precision binary64 (sqrt (* (/ F C) -1.0)))
B_m = fabs(B);
assert(A < B_m && B_m < C && C < F);
double code(double A, double B_m, double C, double F) {
return sqrt(((F / C) * -1.0));
}
B_m = private
NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function.
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(a, b_m, c, f)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b_m
real(8), intent (in) :: c
real(8), intent (in) :: f
code = sqrt(((f / c) * (-1.0d0)))
end function
B_m = Math.abs(B);
assert A < B_m && B_m < C && C < F;
public static double code(double A, double B_m, double C, double F) {
return Math.sqrt(((F / C) * -1.0));
}
B_m = math.fabs(B) [A, B_m, C, F] = sort([A, B_m, C, F]) def code(A, B_m, C, F): return math.sqrt(((F / C) * -1.0))
B_m = abs(B) A, B_m, C, F = sort([A, B_m, C, F]) function code(A, B_m, C, F) return sqrt(Float64(Float64(F / C) * -1.0)) end
B_m = abs(B);
A, B_m, C, F = num2cell(sort([A, B_m, C, F])){:}
function tmp = code(A, B_m, C, F)
tmp = sqrt(((F / C) * -1.0));
end
B_m = N[Abs[B], $MachinePrecision] NOTE: A, B_m, C, and F should be sorted in increasing order before calling this function. code[A_, B$95$m_, C_, F_] := N[Sqrt[N[(N[(F / C), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
B_m = \left|B\right|
\\
[A, B_m, C, F] = \mathsf{sort}([A, B_m, C, F])\\
\\
\sqrt{\frac{F}{C} \cdot -1}
\end{array}
Initial program 17.1%
Taylor expanded in A around -inf
lower-*.f64N/A
sqrt-unprodN/A
metadata-evalN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
lower-sqrt.f640.0
Applied rewrites0.0%
lift-*.f64N/A
lift-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6417.9
Applied rewrites17.9%
Taylor expanded in F around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f649.1
Applied rewrites9.1%
herbie shell --seed 2025057
(FPCore (A B C F)
:name "ABCF->ab-angle b"
:precision binary64
(/ (- (sqrt (* (* 2.0 (* (- (pow B 2.0) (* (* 4.0 A) C)) F)) (- (+ A C) (sqrt (+ (pow (- A C) 2.0) (pow B 2.0))))))) (- (pow B 2.0) (* (* 4.0 A) C))))