
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a);
}
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)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = (-b + sqrt(((b * b) - ((4.0d0 * a) * c)))) / (2.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a); end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 15 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a);
}
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)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = (-b + sqrt(((b * b) - ((4.0d0 * a) * c)))) / (2.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a); end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (* a 4.0) c)) (t_1 (sqrt (- (* b b) t_0))))
(if (<= b 0.075)
(/
(/
(+ (pow (- b) 3.0) (pow t_1 3.0))
(+ (* b b) (+ (* t_1 (sqrt (- (exp (* (log b) 2.0)) t_0))) (* b t_1))))
(* 2.0 a))
(/
(-
(*
a
(-
(*
a
(+
(* -5.0 (/ (* a (pow c 4.0)) (pow b 6.0)))
(* -2.0 (/ (pow c 3.0) (pow b 4.0)))))
(ratio-of-squares c b)))
c)
b))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(a \cdot 4\right) \cdot c\\
t_1 := \sqrt{b \cdot b - t\_0}\\
\mathbf{if}\;b \leq 0.075:\\
\;\;\;\;\frac{\frac{{\left(-b\right)}^{3} + {t\_1}^{3}}{b \cdot b + \left(t\_1 \cdot \sqrt{e^{\log b \cdot 2} - t\_0} + b \cdot t\_1\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{a \cdot \left(a \cdot \left(-5 \cdot \frac{a \cdot {c}^{4}}{{b}^{6}} + -2 \cdot \frac{{c}^{3}}{{b}^{4}}\right) - \mathsf{ratio\_of\_squares}\left(c, b\right)\right) - c}{b}\\
\end{array}
\end{array}
if b < 0.0749999999999999972Initial program 91.8%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites92.1%
lift-*.f64N/A
pow2N/A
pow-to-expN/A
lower-exp.f64N/A
lower-*.f64N/A
lower-log.f6492.5
Applied rewrites92.5%
if 0.0749999999999999972 < b Initial program 51.1%
Taylor expanded in b around inf
Applied rewrites94.3%
Taylor expanded in a around 0
lower--.f64N/A
Applied rewrites94.3%
Final simplification94.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* a c) (* b b)))
(t_1 (pow (* a c) 2.0))
(t_2 (pow (* a c) 3.0))
(t_3 (+ (* -8.0 a) (* -4.0 a)))
(t_4 (+ (* -8.0 (* a c)) (* -4.0 (* a c))))
(t_5 (- (+ (* 16.0 (* a a)) (* 32.0 (* a a))) (* 0.25 (pow t_3 2.0))))
(t_6 (- (+ (* 16.0 t_1) (* 32.0 t_1)) (* 0.25 (pow t_4 2.0)))))
(/
(/
(*
b
(+
(*
-0.5
(/
(+
(* 0.25 (pow t_6 2.0))
(* 0.5 (* t_4 (- (* -64.0 t_2) (* 0.5 (* t_4 t_6))))))
(pow b 6.0)))
(+
(* 0.5 t_4)
(*
(* c c)
(+
(*
0.5
(/ (* c (- (* -64.0 (pow a 3.0)) (* 0.5 (* t_3 t_5)))) (pow b 4.0)))
(* 0.5 (/ t_5 (* b b))))))))
(*
(* b b)
(-
(+ 3.0 (* -4.0 (/ t_2 (pow b 6.0))))
(+ (* 2.0 t_0) (+ (* 2.0 (/ t_1 (pow b 4.0))) (* 4.0 t_0))))))
(* 2.0 a))))
double code(double a, double b, double c) {
double t_0 = (a * c) / (b * b);
double t_1 = pow((a * c), 2.0);
double t_2 = pow((a * c), 3.0);
double t_3 = (-8.0 * a) + (-4.0 * a);
double t_4 = (-8.0 * (a * c)) + (-4.0 * (a * c));
double t_5 = ((16.0 * (a * a)) + (32.0 * (a * a))) - (0.25 * pow(t_3, 2.0));
double t_6 = ((16.0 * t_1) + (32.0 * t_1)) - (0.25 * pow(t_4, 2.0));
return ((b * ((-0.5 * (((0.25 * pow(t_6, 2.0)) + (0.5 * (t_4 * ((-64.0 * t_2) - (0.5 * (t_4 * t_6)))))) / pow(b, 6.0))) + ((0.5 * t_4) + ((c * c) * ((0.5 * ((c * ((-64.0 * pow(a, 3.0)) - (0.5 * (t_3 * t_5)))) / pow(b, 4.0))) + (0.5 * (t_5 / (b * b)))))))) / ((b * b) * ((3.0 + (-4.0 * (t_2 / pow(b, 6.0)))) - ((2.0 * t_0) + ((2.0 * (t_1 / pow(b, 4.0))) + (4.0 * t_0)))))) / (2.0 * a);
}
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)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: t_5
real(8) :: t_6
t_0 = (a * c) / (b * b)
t_1 = (a * c) ** 2.0d0
t_2 = (a * c) ** 3.0d0
t_3 = ((-8.0d0) * a) + ((-4.0d0) * a)
t_4 = ((-8.0d0) * (a * c)) + ((-4.0d0) * (a * c))
t_5 = ((16.0d0 * (a * a)) + (32.0d0 * (a * a))) - (0.25d0 * (t_3 ** 2.0d0))
t_6 = ((16.0d0 * t_1) + (32.0d0 * t_1)) - (0.25d0 * (t_4 ** 2.0d0))
code = ((b * (((-0.5d0) * (((0.25d0 * (t_6 ** 2.0d0)) + (0.5d0 * (t_4 * (((-64.0d0) * t_2) - (0.5d0 * (t_4 * t_6)))))) / (b ** 6.0d0))) + ((0.5d0 * t_4) + ((c * c) * ((0.5d0 * ((c * (((-64.0d0) * (a ** 3.0d0)) - (0.5d0 * (t_3 * t_5)))) / (b ** 4.0d0))) + (0.5d0 * (t_5 / (b * b)))))))) / ((b * b) * ((3.0d0 + ((-4.0d0) * (t_2 / (b ** 6.0d0)))) - ((2.0d0 * t_0) + ((2.0d0 * (t_1 / (b ** 4.0d0))) + (4.0d0 * t_0)))))) / (2.0d0 * a)
end function
public static double code(double a, double b, double c) {
double t_0 = (a * c) / (b * b);
double t_1 = Math.pow((a * c), 2.0);
double t_2 = Math.pow((a * c), 3.0);
double t_3 = (-8.0 * a) + (-4.0 * a);
double t_4 = (-8.0 * (a * c)) + (-4.0 * (a * c));
double t_5 = ((16.0 * (a * a)) + (32.0 * (a * a))) - (0.25 * Math.pow(t_3, 2.0));
double t_6 = ((16.0 * t_1) + (32.0 * t_1)) - (0.25 * Math.pow(t_4, 2.0));
return ((b * ((-0.5 * (((0.25 * Math.pow(t_6, 2.0)) + (0.5 * (t_4 * ((-64.0 * t_2) - (0.5 * (t_4 * t_6)))))) / Math.pow(b, 6.0))) + ((0.5 * t_4) + ((c * c) * ((0.5 * ((c * ((-64.0 * Math.pow(a, 3.0)) - (0.5 * (t_3 * t_5)))) / Math.pow(b, 4.0))) + (0.5 * (t_5 / (b * b)))))))) / ((b * b) * ((3.0 + (-4.0 * (t_2 / Math.pow(b, 6.0)))) - ((2.0 * t_0) + ((2.0 * (t_1 / Math.pow(b, 4.0))) + (4.0 * t_0)))))) / (2.0 * a);
}
def code(a, b, c): t_0 = (a * c) / (b * b) t_1 = math.pow((a * c), 2.0) t_2 = math.pow((a * c), 3.0) t_3 = (-8.0 * a) + (-4.0 * a) t_4 = (-8.0 * (a * c)) + (-4.0 * (a * c)) t_5 = ((16.0 * (a * a)) + (32.0 * (a * a))) - (0.25 * math.pow(t_3, 2.0)) t_6 = ((16.0 * t_1) + (32.0 * t_1)) - (0.25 * math.pow(t_4, 2.0)) return ((b * ((-0.5 * (((0.25 * math.pow(t_6, 2.0)) + (0.5 * (t_4 * ((-64.0 * t_2) - (0.5 * (t_4 * t_6)))))) / math.pow(b, 6.0))) + ((0.5 * t_4) + ((c * c) * ((0.5 * ((c * ((-64.0 * math.pow(a, 3.0)) - (0.5 * (t_3 * t_5)))) / math.pow(b, 4.0))) + (0.5 * (t_5 / (b * b)))))))) / ((b * b) * ((3.0 + (-4.0 * (t_2 / math.pow(b, 6.0)))) - ((2.0 * t_0) + ((2.0 * (t_1 / math.pow(b, 4.0))) + (4.0 * t_0)))))) / (2.0 * a)
function code(a, b, c) t_0 = Float64(Float64(a * c) / Float64(b * b)) t_1 = Float64(a * c) ^ 2.0 t_2 = Float64(a * c) ^ 3.0 t_3 = Float64(Float64(-8.0 * a) + Float64(-4.0 * a)) t_4 = Float64(Float64(-8.0 * Float64(a * c)) + Float64(-4.0 * Float64(a * c))) t_5 = Float64(Float64(Float64(16.0 * Float64(a * a)) + Float64(32.0 * Float64(a * a))) - Float64(0.25 * (t_3 ^ 2.0))) t_6 = Float64(Float64(Float64(16.0 * t_1) + Float64(32.0 * t_1)) - Float64(0.25 * (t_4 ^ 2.0))) return Float64(Float64(Float64(b * Float64(Float64(-0.5 * Float64(Float64(Float64(0.25 * (t_6 ^ 2.0)) + Float64(0.5 * Float64(t_4 * Float64(Float64(-64.0 * t_2) - Float64(0.5 * Float64(t_4 * t_6)))))) / (b ^ 6.0))) + Float64(Float64(0.5 * t_4) + Float64(Float64(c * c) * Float64(Float64(0.5 * Float64(Float64(c * Float64(Float64(-64.0 * (a ^ 3.0)) - Float64(0.5 * Float64(t_3 * t_5)))) / (b ^ 4.0))) + Float64(0.5 * Float64(t_5 / Float64(b * b)))))))) / Float64(Float64(b * b) * Float64(Float64(3.0 + Float64(-4.0 * Float64(t_2 / (b ^ 6.0)))) - Float64(Float64(2.0 * t_0) + Float64(Float64(2.0 * Float64(t_1 / (b ^ 4.0))) + Float64(4.0 * t_0)))))) / Float64(2.0 * a)) end
function tmp = code(a, b, c) t_0 = (a * c) / (b * b); t_1 = (a * c) ^ 2.0; t_2 = (a * c) ^ 3.0; t_3 = (-8.0 * a) + (-4.0 * a); t_4 = (-8.0 * (a * c)) + (-4.0 * (a * c)); t_5 = ((16.0 * (a * a)) + (32.0 * (a * a))) - (0.25 * (t_3 ^ 2.0)); t_6 = ((16.0 * t_1) + (32.0 * t_1)) - (0.25 * (t_4 ^ 2.0)); tmp = ((b * ((-0.5 * (((0.25 * (t_6 ^ 2.0)) + (0.5 * (t_4 * ((-64.0 * t_2) - (0.5 * (t_4 * t_6)))))) / (b ^ 6.0))) + ((0.5 * t_4) + ((c * c) * ((0.5 * ((c * ((-64.0 * (a ^ 3.0)) - (0.5 * (t_3 * t_5)))) / (b ^ 4.0))) + (0.5 * (t_5 / (b * b)))))))) / ((b * b) * ((3.0 + (-4.0 * (t_2 / (b ^ 6.0)))) - ((2.0 * t_0) + ((2.0 * (t_1 / (b ^ 4.0))) + (4.0 * t_0)))))) / (2.0 * a); end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * c), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Power[N[(a * c), $MachinePrecision], 2.0], $MachinePrecision]}, Block[{t$95$2 = N[Power[N[(a * c), $MachinePrecision], 3.0], $MachinePrecision]}, Block[{t$95$3 = N[(N[(-8.0 * a), $MachinePrecision] + N[(-4.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(N[(-8.0 * N[(a * c), $MachinePrecision]), $MachinePrecision] + N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$5 = N[(N[(N[(16.0 * N[(a * a), $MachinePrecision]), $MachinePrecision] + N[(32.0 * N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.25 * N[Power[t$95$3, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$6 = N[(N[(N[(16.0 * t$95$1), $MachinePrecision] + N[(32.0 * t$95$1), $MachinePrecision]), $MachinePrecision] - N[(0.25 * N[Power[t$95$4, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(N[(N[(b * N[(N[(-0.5 * N[(N[(N[(0.25 * N[Power[t$95$6, 2.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$4 * N[(N[(-64.0 * t$95$2), $MachinePrecision] - N[(0.5 * N[(t$95$4 * t$95$6), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(0.5 * t$95$4), $MachinePrecision] + N[(N[(c * c), $MachinePrecision] * N[(N[(0.5 * N[(N[(c * N[(N[(-64.0 * N[Power[a, 3.0], $MachinePrecision]), $MachinePrecision] - N[(0.5 * N[(t$95$3 * t$95$5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$5 / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(b * b), $MachinePrecision] * N[(N[(3.0 + N[(-4.0 * N[(t$95$2 / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(2.0 * t$95$0), $MachinePrecision] + N[(N[(2.0 * N[(t$95$1 / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(4.0 * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{a \cdot c}{b \cdot b}\\
t_1 := {\left(a \cdot c\right)}^{2}\\
t_2 := {\left(a \cdot c\right)}^{3}\\
t_3 := -8 \cdot a + -4 \cdot a\\
t_4 := -8 \cdot \left(a \cdot c\right) + -4 \cdot \left(a \cdot c\right)\\
t_5 := \left(16 \cdot \left(a \cdot a\right) + 32 \cdot \left(a \cdot a\right)\right) - 0.25 \cdot {t\_3}^{2}\\
t_6 := \left(16 \cdot t\_1 + 32 \cdot t\_1\right) - 0.25 \cdot {t\_4}^{2}\\
\frac{\frac{b \cdot \left(-0.5 \cdot \frac{0.25 \cdot {t\_6}^{2} + 0.5 \cdot \left(t\_4 \cdot \left(-64 \cdot t\_2 - 0.5 \cdot \left(t\_4 \cdot t\_6\right)\right)\right)}{{b}^{6}} + \left(0.5 \cdot t\_4 + \left(c \cdot c\right) \cdot \left(0.5 \cdot \frac{c \cdot \left(-64 \cdot {a}^{3} - 0.5 \cdot \left(t\_3 \cdot t\_5\right)\right)}{{b}^{4}} + 0.5 \cdot \frac{t\_5}{b \cdot b}\right)\right)\right)}{\left(b \cdot b\right) \cdot \left(\left(3 + -4 \cdot \frac{t\_2}{{b}^{6}}\right) - \left(2 \cdot t\_0 + \left(2 \cdot \frac{t\_1}{{b}^{4}} + 4 \cdot t\_0\right)\right)\right)}}{2 \cdot a}
\end{array}
\end{array}
Initial program 53.4%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites53.2%
Taylor expanded in b around inf
Applied rewrites92.7%
Taylor expanded in b around inf
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower--.f64N/A
Applied rewrites92.9%
Taylor expanded in c around 0
Applied rewrites92.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* a c) (* b b)))
(t_1 (+ (* -8.0 c) (* -4.0 c)))
(t_2 (- (+ (* 16.0 (* c c)) (* 32.0 (* c c))) (* 0.25 (pow t_1 2.0))))
(t_3 (- (* -64.0 (pow c 3.0)) (* 0.5 (* t_1 t_2)))))
(/
(/
(*
a
(+
(* 0.5 (* b t_1))
(*
a
(+
(* 0.5 (/ t_2 b))
(*
a
(+
(*
-0.5
(/
(* a (+ (* 0.25 (pow t_2 2.0)) (* 0.5 (* t_1 t_3))))
(pow b 5.0)))
(* 0.5 (/ t_3 (pow b 3.0)))))))))
(*
(* b b)
(-
(+ 3.0 (* -4.0 (/ (pow (* a c) 3.0) (pow b 6.0))))
(+
(* 2.0 t_0)
(+ (* 2.0 (/ (pow (* a c) 2.0) (pow b 4.0))) (* 4.0 t_0))))))
(* 2.0 a))))
double code(double a, double b, double c) {
double t_0 = (a * c) / (b * b);
double t_1 = (-8.0 * c) + (-4.0 * c);
double t_2 = ((16.0 * (c * c)) + (32.0 * (c * c))) - (0.25 * pow(t_1, 2.0));
double t_3 = (-64.0 * pow(c, 3.0)) - (0.5 * (t_1 * t_2));
return ((a * ((0.5 * (b * t_1)) + (a * ((0.5 * (t_2 / b)) + (a * ((-0.5 * ((a * ((0.25 * pow(t_2, 2.0)) + (0.5 * (t_1 * t_3)))) / pow(b, 5.0))) + (0.5 * (t_3 / pow(b, 3.0))))))))) / ((b * b) * ((3.0 + (-4.0 * (pow((a * c), 3.0) / pow(b, 6.0)))) - ((2.0 * t_0) + ((2.0 * (pow((a * c), 2.0) / pow(b, 4.0))) + (4.0 * t_0)))))) / (2.0 * a);
}
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)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
t_0 = (a * c) / (b * b)
t_1 = ((-8.0d0) * c) + ((-4.0d0) * c)
t_2 = ((16.0d0 * (c * c)) + (32.0d0 * (c * c))) - (0.25d0 * (t_1 ** 2.0d0))
t_3 = ((-64.0d0) * (c ** 3.0d0)) - (0.5d0 * (t_1 * t_2))
code = ((a * ((0.5d0 * (b * t_1)) + (a * ((0.5d0 * (t_2 / b)) + (a * (((-0.5d0) * ((a * ((0.25d0 * (t_2 ** 2.0d0)) + (0.5d0 * (t_1 * t_3)))) / (b ** 5.0d0))) + (0.5d0 * (t_3 / (b ** 3.0d0))))))))) / ((b * b) * ((3.0d0 + ((-4.0d0) * (((a * c) ** 3.0d0) / (b ** 6.0d0)))) - ((2.0d0 * t_0) + ((2.0d0 * (((a * c) ** 2.0d0) / (b ** 4.0d0))) + (4.0d0 * t_0)))))) / (2.0d0 * a)
end function
public static double code(double a, double b, double c) {
double t_0 = (a * c) / (b * b);
double t_1 = (-8.0 * c) + (-4.0 * c);
double t_2 = ((16.0 * (c * c)) + (32.0 * (c * c))) - (0.25 * Math.pow(t_1, 2.0));
double t_3 = (-64.0 * Math.pow(c, 3.0)) - (0.5 * (t_1 * t_2));
return ((a * ((0.5 * (b * t_1)) + (a * ((0.5 * (t_2 / b)) + (a * ((-0.5 * ((a * ((0.25 * Math.pow(t_2, 2.0)) + (0.5 * (t_1 * t_3)))) / Math.pow(b, 5.0))) + (0.5 * (t_3 / Math.pow(b, 3.0))))))))) / ((b * b) * ((3.0 + (-4.0 * (Math.pow((a * c), 3.0) / Math.pow(b, 6.0)))) - ((2.0 * t_0) + ((2.0 * (Math.pow((a * c), 2.0) / Math.pow(b, 4.0))) + (4.0 * t_0)))))) / (2.0 * a);
}
def code(a, b, c): t_0 = (a * c) / (b * b) t_1 = (-8.0 * c) + (-4.0 * c) t_2 = ((16.0 * (c * c)) + (32.0 * (c * c))) - (0.25 * math.pow(t_1, 2.0)) t_3 = (-64.0 * math.pow(c, 3.0)) - (0.5 * (t_1 * t_2)) return ((a * ((0.5 * (b * t_1)) + (a * ((0.5 * (t_2 / b)) + (a * ((-0.5 * ((a * ((0.25 * math.pow(t_2, 2.0)) + (0.5 * (t_1 * t_3)))) / math.pow(b, 5.0))) + (0.5 * (t_3 / math.pow(b, 3.0))))))))) / ((b * b) * ((3.0 + (-4.0 * (math.pow((a * c), 3.0) / math.pow(b, 6.0)))) - ((2.0 * t_0) + ((2.0 * (math.pow((a * c), 2.0) / math.pow(b, 4.0))) + (4.0 * t_0)))))) / (2.0 * a)
function code(a, b, c) t_0 = Float64(Float64(a * c) / Float64(b * b)) t_1 = Float64(Float64(-8.0 * c) + Float64(-4.0 * c)) t_2 = Float64(Float64(Float64(16.0 * Float64(c * c)) + Float64(32.0 * Float64(c * c))) - Float64(0.25 * (t_1 ^ 2.0))) t_3 = Float64(Float64(-64.0 * (c ^ 3.0)) - Float64(0.5 * Float64(t_1 * t_2))) return Float64(Float64(Float64(a * Float64(Float64(0.5 * Float64(b * t_1)) + Float64(a * Float64(Float64(0.5 * Float64(t_2 / b)) + Float64(a * Float64(Float64(-0.5 * Float64(Float64(a * Float64(Float64(0.25 * (t_2 ^ 2.0)) + Float64(0.5 * Float64(t_1 * t_3)))) / (b ^ 5.0))) + Float64(0.5 * Float64(t_3 / (b ^ 3.0))))))))) / Float64(Float64(b * b) * Float64(Float64(3.0 + Float64(-4.0 * Float64((Float64(a * c) ^ 3.0) / (b ^ 6.0)))) - Float64(Float64(2.0 * t_0) + Float64(Float64(2.0 * Float64((Float64(a * c) ^ 2.0) / (b ^ 4.0))) + Float64(4.0 * t_0)))))) / Float64(2.0 * a)) end
function tmp = code(a, b, c) t_0 = (a * c) / (b * b); t_1 = (-8.0 * c) + (-4.0 * c); t_2 = ((16.0 * (c * c)) + (32.0 * (c * c))) - (0.25 * (t_1 ^ 2.0)); t_3 = (-64.0 * (c ^ 3.0)) - (0.5 * (t_1 * t_2)); tmp = ((a * ((0.5 * (b * t_1)) + (a * ((0.5 * (t_2 / b)) + (a * ((-0.5 * ((a * ((0.25 * (t_2 ^ 2.0)) + (0.5 * (t_1 * t_3)))) / (b ^ 5.0))) + (0.5 * (t_3 / (b ^ 3.0))))))))) / ((b * b) * ((3.0 + (-4.0 * (((a * c) ^ 3.0) / (b ^ 6.0)))) - ((2.0 * t_0) + ((2.0 * (((a * c) ^ 2.0) / (b ^ 4.0))) + (4.0 * t_0)))))) / (2.0 * a); end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * c), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(-8.0 * c), $MachinePrecision] + N[(-4.0 * c), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(16.0 * N[(c * c), $MachinePrecision]), $MachinePrecision] + N[(32.0 * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.25 * N[Power[t$95$1, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(N[(-64.0 * N[Power[c, 3.0], $MachinePrecision]), $MachinePrecision] - N[(0.5 * N[(t$95$1 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(N[(N[(a * N[(N[(0.5 * N[(b * t$95$1), $MachinePrecision]), $MachinePrecision] + N[(a * N[(N[(0.5 * N[(t$95$2 / b), $MachinePrecision]), $MachinePrecision] + N[(a * N[(N[(-0.5 * N[(N[(a * N[(N[(0.25 * N[Power[t$95$2, 2.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$1 * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$3 / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(b * b), $MachinePrecision] * N[(N[(3.0 + N[(-4.0 * N[(N[Power[N[(a * c), $MachinePrecision], 3.0], $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(2.0 * t$95$0), $MachinePrecision] + N[(N[(2.0 * N[(N[Power[N[(a * c), $MachinePrecision], 2.0], $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(4.0 * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{a \cdot c}{b \cdot b}\\
t_1 := -8 \cdot c + -4 \cdot c\\
t_2 := \left(16 \cdot \left(c \cdot c\right) + 32 \cdot \left(c \cdot c\right)\right) - 0.25 \cdot {t\_1}^{2}\\
t_3 := -64 \cdot {c}^{3} - 0.5 \cdot \left(t\_1 \cdot t\_2\right)\\
\frac{\frac{a \cdot \left(0.5 \cdot \left(b \cdot t\_1\right) + a \cdot \left(0.5 \cdot \frac{t\_2}{b} + a \cdot \left(-0.5 \cdot \frac{a \cdot \left(0.25 \cdot {t\_2}^{2} + 0.5 \cdot \left(t\_1 \cdot t\_3\right)\right)}{{b}^{5}} + 0.5 \cdot \frac{t\_3}{{b}^{3}}\right)\right)\right)}{\left(b \cdot b\right) \cdot \left(\left(3 + -4 \cdot \frac{{\left(a \cdot c\right)}^{3}}{{b}^{6}}\right) - \left(2 \cdot t\_0 + \left(2 \cdot \frac{{\left(a \cdot c\right)}^{2}}{{b}^{4}} + 4 \cdot t\_0\right)\right)\right)}}{2 \cdot a}
\end{array}
\end{array}
Initial program 53.4%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites53.2%
Taylor expanded in b around inf
Applied rewrites92.7%
Taylor expanded in b around inf
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower--.f64N/A
Applied rewrites92.9%
Taylor expanded in a around 0
Applied rewrites92.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (* -8.0 c) (* -4.0 c)))
(t_1 (- (+ (* 16.0 (* c c)) (* 32.0 (* c c))) (* 0.25 (pow t_0 2.0))))
(t_2 (- (* -64.0 (pow c 3.0)) (* 0.5 (* t_0 t_1))))
(t_3 (sqrt (- (* b b) (* (* a 4.0) c)))))
(/
(/
(*
a
(+
(* 0.5 (* b t_0))
(*
a
(+
(* 0.5 (/ t_1 b))
(*
a
(+
(*
-0.5
(/
(* a (+ (* 0.25 (pow t_1 2.0)) (* 0.5 (* t_0 t_2))))
(pow b 5.0)))
(* 0.5 (/ t_2 (pow b 3.0)))))))))
(+ (* b b) (+ (* t_3 t_3) (* b t_3))))
(* 2.0 a))))
double code(double a, double b, double c) {
double t_0 = (-8.0 * c) + (-4.0 * c);
double t_1 = ((16.0 * (c * c)) + (32.0 * (c * c))) - (0.25 * pow(t_0, 2.0));
double t_2 = (-64.0 * pow(c, 3.0)) - (0.5 * (t_0 * t_1));
double t_3 = sqrt(((b * b) - ((a * 4.0) * c)));
return ((a * ((0.5 * (b * t_0)) + (a * ((0.5 * (t_1 / b)) + (a * ((-0.5 * ((a * ((0.25 * pow(t_1, 2.0)) + (0.5 * (t_0 * t_2)))) / pow(b, 5.0))) + (0.5 * (t_2 / pow(b, 3.0))))))))) / ((b * b) + ((t_3 * t_3) + (b * t_3)))) / (2.0 * a);
}
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)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
t_0 = ((-8.0d0) * c) + ((-4.0d0) * c)
t_1 = ((16.0d0 * (c * c)) + (32.0d0 * (c * c))) - (0.25d0 * (t_0 ** 2.0d0))
t_2 = ((-64.0d0) * (c ** 3.0d0)) - (0.5d0 * (t_0 * t_1))
t_3 = sqrt(((b * b) - ((a * 4.0d0) * c)))
code = ((a * ((0.5d0 * (b * t_0)) + (a * ((0.5d0 * (t_1 / b)) + (a * (((-0.5d0) * ((a * ((0.25d0 * (t_1 ** 2.0d0)) + (0.5d0 * (t_0 * t_2)))) / (b ** 5.0d0))) + (0.5d0 * (t_2 / (b ** 3.0d0))))))))) / ((b * b) + ((t_3 * t_3) + (b * t_3)))) / (2.0d0 * a)
end function
public static double code(double a, double b, double c) {
double t_0 = (-8.0 * c) + (-4.0 * c);
double t_1 = ((16.0 * (c * c)) + (32.0 * (c * c))) - (0.25 * Math.pow(t_0, 2.0));
double t_2 = (-64.0 * Math.pow(c, 3.0)) - (0.5 * (t_0 * t_1));
double t_3 = Math.sqrt(((b * b) - ((a * 4.0) * c)));
return ((a * ((0.5 * (b * t_0)) + (a * ((0.5 * (t_1 / b)) + (a * ((-0.5 * ((a * ((0.25 * Math.pow(t_1, 2.0)) + (0.5 * (t_0 * t_2)))) / Math.pow(b, 5.0))) + (0.5 * (t_2 / Math.pow(b, 3.0))))))))) / ((b * b) + ((t_3 * t_3) + (b * t_3)))) / (2.0 * a);
}
def code(a, b, c): t_0 = (-8.0 * c) + (-4.0 * c) t_1 = ((16.0 * (c * c)) + (32.0 * (c * c))) - (0.25 * math.pow(t_0, 2.0)) t_2 = (-64.0 * math.pow(c, 3.0)) - (0.5 * (t_0 * t_1)) t_3 = math.sqrt(((b * b) - ((a * 4.0) * c))) return ((a * ((0.5 * (b * t_0)) + (a * ((0.5 * (t_1 / b)) + (a * ((-0.5 * ((a * ((0.25 * math.pow(t_1, 2.0)) + (0.5 * (t_0 * t_2)))) / math.pow(b, 5.0))) + (0.5 * (t_2 / math.pow(b, 3.0))))))))) / ((b * b) + ((t_3 * t_3) + (b * t_3)))) / (2.0 * a)
function code(a, b, c) t_0 = Float64(Float64(-8.0 * c) + Float64(-4.0 * c)) t_1 = Float64(Float64(Float64(16.0 * Float64(c * c)) + Float64(32.0 * Float64(c * c))) - Float64(0.25 * (t_0 ^ 2.0))) t_2 = Float64(Float64(-64.0 * (c ^ 3.0)) - Float64(0.5 * Float64(t_0 * t_1))) t_3 = sqrt(Float64(Float64(b * b) - Float64(Float64(a * 4.0) * c))) return Float64(Float64(Float64(a * Float64(Float64(0.5 * Float64(b * t_0)) + Float64(a * Float64(Float64(0.5 * Float64(t_1 / b)) + Float64(a * Float64(Float64(-0.5 * Float64(Float64(a * Float64(Float64(0.25 * (t_1 ^ 2.0)) + Float64(0.5 * Float64(t_0 * t_2)))) / (b ^ 5.0))) + Float64(0.5 * Float64(t_2 / (b ^ 3.0))))))))) / Float64(Float64(b * b) + Float64(Float64(t_3 * t_3) + Float64(b * t_3)))) / Float64(2.0 * a)) end
function tmp = code(a, b, c) t_0 = (-8.0 * c) + (-4.0 * c); t_1 = ((16.0 * (c * c)) + (32.0 * (c * c))) - (0.25 * (t_0 ^ 2.0)); t_2 = (-64.0 * (c ^ 3.0)) - (0.5 * (t_0 * t_1)); t_3 = sqrt(((b * b) - ((a * 4.0) * c))); tmp = ((a * ((0.5 * (b * t_0)) + (a * ((0.5 * (t_1 / b)) + (a * ((-0.5 * ((a * ((0.25 * (t_1 ^ 2.0)) + (0.5 * (t_0 * t_2)))) / (b ^ 5.0))) + (0.5 * (t_2 / (b ^ 3.0))))))))) / ((b * b) + ((t_3 * t_3) + (b * t_3)))) / (2.0 * a); end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-8.0 * c), $MachinePrecision] + N[(-4.0 * c), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(16.0 * N[(c * c), $MachinePrecision]), $MachinePrecision] + N[(32.0 * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.25 * N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(-64.0 * N[Power[c, 3.0], $MachinePrecision]), $MachinePrecision] - N[(0.5 * N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, N[(N[(N[(a * N[(N[(0.5 * N[(b * t$95$0), $MachinePrecision]), $MachinePrecision] + N[(a * N[(N[(0.5 * N[(t$95$1 / b), $MachinePrecision]), $MachinePrecision] + N[(a * N[(N[(-0.5 * N[(N[(a * N[(N[(0.25 * N[Power[t$95$1, 2.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$2 / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(b * b), $MachinePrecision] + N[(N[(t$95$3 * t$95$3), $MachinePrecision] + N[(b * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -8 \cdot c + -4 \cdot c\\
t_1 := \left(16 \cdot \left(c \cdot c\right) + 32 \cdot \left(c \cdot c\right)\right) - 0.25 \cdot {t\_0}^{2}\\
t_2 := -64 \cdot {c}^{3} - 0.5 \cdot \left(t\_0 \cdot t\_1\right)\\
t_3 := \sqrt{b \cdot b - \left(a \cdot 4\right) \cdot c}\\
\frac{\frac{a \cdot \left(0.5 \cdot \left(b \cdot t\_0\right) + a \cdot \left(0.5 \cdot \frac{t\_1}{b} + a \cdot \left(-0.5 \cdot \frac{a \cdot \left(0.25 \cdot {t\_1}^{2} + 0.5 \cdot \left(t\_0 \cdot t\_2\right)\right)}{{b}^{5}} + 0.5 \cdot \frac{t\_2}{{b}^{3}}\right)\right)\right)}{b \cdot b + \left(t\_3 \cdot t\_3 + b \cdot t\_3\right)}}{2 \cdot a}
\end{array}
\end{array}
Initial program 53.4%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites53.2%
Taylor expanded in b around inf
Applied rewrites92.7%
Taylor expanded in a around 0
Applied rewrites92.7%
Final simplification92.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (* b b) (* (* a 4.0) c))) (t_1 (sqrt t_0)))
(if (<= b 0.075)
(/
(/ (+ (pow (- b) 3.0) (pow t_1 3.0)) (+ (* b b) (+ t_0 (* b t_1))))
(* 2.0 a))
(/
(-
(*
a
(-
(*
a
(+
(* -5.0 (/ (* a (pow c 4.0)) (pow b 6.0)))
(* -2.0 (/ (pow c 3.0) (pow b 4.0)))))
(ratio-of-squares c b)))
c)
b))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := b \cdot b - \left(a \cdot 4\right) \cdot c\\
t_1 := \sqrt{t\_0}\\
\mathbf{if}\;b \leq 0.075:\\
\;\;\;\;\frac{\frac{{\left(-b\right)}^{3} + {t\_1}^{3}}{b \cdot b + \left(t\_0 + b \cdot t\_1\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{a \cdot \left(a \cdot \left(-5 \cdot \frac{a \cdot {c}^{4}}{{b}^{6}} + -2 \cdot \frac{{c}^{3}}{{b}^{4}}\right) - \mathsf{ratio\_of\_squares}\left(c, b\right)\right) - c}{b}\\
\end{array}
\end{array}
if b < 0.0749999999999999972Initial program 91.8%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites92.1%
Applied rewrites92.4%
if 0.0749999999999999972 < b Initial program 51.1%
Taylor expanded in b around inf
Applied rewrites94.3%
Taylor expanded in a around 0
lower--.f64N/A
Applied rewrites94.3%
Final simplification94.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (* b b) (* (* a 4.0) c))) (t_1 (sqrt t_0)))
(if (<= b 0.075)
(/
(/ (+ (pow (- b) 3.0) (pow t_1 3.0)) (+ (* b b) (+ t_0 (* b t_1))))
(* 2.0 a))
(/
(+
(+
(- (+ c (* a (ratio-of-squares c b))))
(/ (* -0.25 (* (pow (* c a) 4.0) 20.0)) (* (pow b 6.0) a)))
(* (/ (* (* a a) (* (* c c) c)) (pow b 4.0)) -2.0))
b))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := b \cdot b - \left(a \cdot 4\right) \cdot c\\
t_1 := \sqrt{t\_0}\\
\mathbf{if}\;b \leq 0.075:\\
\;\;\;\;\frac{\frac{{\left(-b\right)}^{3} + {t\_1}^{3}}{b \cdot b + \left(t\_0 + b \cdot t\_1\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(\left(-\left(c + a \cdot \mathsf{ratio\_of\_squares}\left(c, b\right)\right)\right) + \frac{-0.25 \cdot \left({\left(c \cdot a\right)}^{4} \cdot 20\right)}{{b}^{6} \cdot a}\right) + \frac{\left(a \cdot a\right) \cdot \left(\left(c \cdot c\right) \cdot c\right)}{{b}^{4}} \cdot -2}{b}\\
\end{array}
\end{array}
if b < 0.0749999999999999972Initial program 91.8%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites92.1%
Applied rewrites92.4%
if 0.0749999999999999972 < b Initial program 51.1%
Taylor expanded in b around inf
Applied rewrites94.3%
lift-pow.f64N/A
unpow3N/A
pow2N/A
lower-*.f64N/A
pow2N/A
lower-*.f6494.3
Applied rewrites94.3%
Final simplification94.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (* b b) (* (* a 4.0) c))) (t_1 (sqrt t_0)))
(if (<= b 0.075)
(/
(/ (+ (pow (- b) 3.0) (pow t_1 3.0)) (+ (* b b) (+ t_0 (* b t_1))))
(* 2.0 a))
(/
(*
c
(-
(*
c
(-
(*
c
(+
(* -5.0 (/ (* (pow a 3.0) c) (pow b 6.0)))
(* -2.0 (/ (* a a) (pow b 4.0)))))
(/ a (* b b))))
1.0))
b))))
double code(double a, double b, double c) {
double t_0 = (b * b) - ((a * 4.0) * c);
double t_1 = sqrt(t_0);
double tmp;
if (b <= 0.075) {
tmp = ((pow(-b, 3.0) + pow(t_1, 3.0)) / ((b * b) + (t_0 + (b * t_1)))) / (2.0 * a);
} else {
tmp = (c * ((c * ((c * ((-5.0 * ((pow(a, 3.0) * c) / pow(b, 6.0))) + (-2.0 * ((a * a) / pow(b, 4.0))))) - (a / (b * b)))) - 1.0)) / b;
}
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(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
t_0 = (b * b) - ((a * 4.0d0) * c)
t_1 = sqrt(t_0)
if (b <= 0.075d0) then
tmp = (((-b ** 3.0d0) + (t_1 ** 3.0d0)) / ((b * b) + (t_0 + (b * t_1)))) / (2.0d0 * a)
else
tmp = (c * ((c * ((c * (((-5.0d0) * (((a ** 3.0d0) * c) / (b ** 6.0d0))) + ((-2.0d0) * ((a * a) / (b ** 4.0d0))))) - (a / (b * b)))) - 1.0d0)) / b
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = (b * b) - ((a * 4.0) * c);
double t_1 = Math.sqrt(t_0);
double tmp;
if (b <= 0.075) {
tmp = ((Math.pow(-b, 3.0) + Math.pow(t_1, 3.0)) / ((b * b) + (t_0 + (b * t_1)))) / (2.0 * a);
} else {
tmp = (c * ((c * ((c * ((-5.0 * ((Math.pow(a, 3.0) * c) / Math.pow(b, 6.0))) + (-2.0 * ((a * a) / Math.pow(b, 4.0))))) - (a / (b * b)))) - 1.0)) / b;
}
return tmp;
}
def code(a, b, c): t_0 = (b * b) - ((a * 4.0) * c) t_1 = math.sqrt(t_0) tmp = 0 if b <= 0.075: tmp = ((math.pow(-b, 3.0) + math.pow(t_1, 3.0)) / ((b * b) + (t_0 + (b * t_1)))) / (2.0 * a) else: tmp = (c * ((c * ((c * ((-5.0 * ((math.pow(a, 3.0) * c) / math.pow(b, 6.0))) + (-2.0 * ((a * a) / math.pow(b, 4.0))))) - (a / (b * b)))) - 1.0)) / b return tmp
function code(a, b, c) t_0 = Float64(Float64(b * b) - Float64(Float64(a * 4.0) * c)) t_1 = sqrt(t_0) tmp = 0.0 if (b <= 0.075) tmp = Float64(Float64(Float64((Float64(-b) ^ 3.0) + (t_1 ^ 3.0)) / Float64(Float64(b * b) + Float64(t_0 + Float64(b * t_1)))) / Float64(2.0 * a)); else tmp = Float64(Float64(c * Float64(Float64(c * Float64(Float64(c * Float64(Float64(-5.0 * Float64(Float64((a ^ 3.0) * c) / (b ^ 6.0))) + Float64(-2.0 * Float64(Float64(a * a) / (b ^ 4.0))))) - Float64(a / Float64(b * b)))) - 1.0)) / b); end return tmp end
function tmp_2 = code(a, b, c) t_0 = (b * b) - ((a * 4.0) * c); t_1 = sqrt(t_0); tmp = 0.0; if (b <= 0.075) tmp = (((-b ^ 3.0) + (t_1 ^ 3.0)) / ((b * b) + (t_0 + (b * t_1)))) / (2.0 * a); else tmp = (c * ((c * ((c * ((-5.0 * (((a ^ 3.0) * c) / (b ^ 6.0))) + (-2.0 * ((a * a) / (b ^ 4.0))))) - (a / (b * b)))) - 1.0)) / b; end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(b * b), $MachinePrecision] - N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[t$95$0], $MachinePrecision]}, If[LessEqual[b, 0.075], N[(N[(N[(N[Power[(-b), 3.0], $MachinePrecision] + N[Power[t$95$1, 3.0], $MachinePrecision]), $MachinePrecision] / N[(N[(b * b), $MachinePrecision] + N[(t$95$0 + N[(b * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c * N[(N[(c * N[(N[(c * N[(N[(-5.0 * N[(N[(N[Power[a, 3.0], $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-2.0 * N[(N[(a * a), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(a / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := b \cdot b - \left(a \cdot 4\right) \cdot c\\
t_1 := \sqrt{t\_0}\\
\mathbf{if}\;b \leq 0.075:\\
\;\;\;\;\frac{\frac{{\left(-b\right)}^{3} + {t\_1}^{3}}{b \cdot b + \left(t\_0 + b \cdot t\_1\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot \left(c \cdot \left(c \cdot \left(-5 \cdot \frac{{a}^{3} \cdot c}{{b}^{6}} + -2 \cdot \frac{a \cdot a}{{b}^{4}}\right) - \frac{a}{b \cdot b}\right) - 1\right)}{b}\\
\end{array}
\end{array}
if b < 0.0749999999999999972Initial program 91.8%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites92.1%
Applied rewrites92.4%
if 0.0749999999999999972 < b Initial program 51.1%
Taylor expanded in b around inf
Applied rewrites94.3%
Taylor expanded in c around 0
lower-*.f64N/A
lower--.f64N/A
Applied rewrites94.1%
Final simplification94.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (* b b) (* (* a 4.0) c))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -3.3)
(/
(/
(+ (* (* (- b) b) b) (pow t_0 1.5))
(+ (* b b) (+ t_0 (* b (sqrt t_0)))))
(* 2.0 a))
(/
(-
(*
a
(- (* -2.0 (/ (* a (pow c 3.0)) (pow b 4.0))) (ratio-of-squares c b)))
c)
b))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := b \cdot b - \left(a \cdot 4\right) \cdot c\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -3.3:\\
\;\;\;\;\frac{\frac{\left(\left(-b\right) \cdot b\right) \cdot b + {t\_0}^{1.5}}{b \cdot b + \left(t\_0 + b \cdot \sqrt{t\_0}\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{a \cdot \left(-2 \cdot \frac{a \cdot {c}^{3}}{{b}^{4}} - \mathsf{ratio\_of\_squares}\left(c, b\right)\right) - c}{b}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -3.2999999999999998Initial program 83.5%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites83.0%
Applied rewrites84.2%
lift-neg.f64N/A
lift-pow.f64N/A
unpow3N/A
sqr-neg-revN/A
pow2N/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lift-neg.f6484.5
Applied rewrites84.5%
if -3.2999999999999998 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 48.7%
Taylor expanded in b around inf
Applied rewrites95.2%
Taylor expanded in a around 0
lower--.f64N/A
Applied rewrites92.7%
Final simplification91.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (* b b) (* (* a 4.0) c))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -3.3)
(/
(/
(+ (* (* (- b) b) b) (pow t_0 1.5))
(+ (* b b) (+ t_0 (* b (sqrt t_0)))))
(* 2.0 a))
(/
(*
c
(- (* c (- (* -2.0 (/ (* (* a a) c) (pow b 4.0))) (/ a (* b b)))) 1.0))
b))))
double code(double a, double b, double c) {
double t_0 = (b * b) - ((a * 4.0) * c);
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -3.3) {
tmp = ((((-b * b) * b) + pow(t_0, 1.5)) / ((b * b) + (t_0 + (b * sqrt(t_0))))) / (2.0 * a);
} else {
tmp = (c * ((c * ((-2.0 * (((a * a) * c) / pow(b, 4.0))) - (a / (b * b)))) - 1.0)) / b;
}
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(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = (b * b) - ((a * 4.0d0) * c)
if (((-b + sqrt(((b * b) - ((4.0d0 * a) * c)))) / (2.0d0 * a)) <= (-3.3d0)) then
tmp = ((((-b * b) * b) + (t_0 ** 1.5d0)) / ((b * b) + (t_0 + (b * sqrt(t_0))))) / (2.0d0 * a)
else
tmp = (c * ((c * (((-2.0d0) * (((a * a) * c) / (b ** 4.0d0))) - (a / (b * b)))) - 1.0d0)) / b
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = (b * b) - ((a * 4.0) * c);
double tmp;
if (((-b + Math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -3.3) {
tmp = ((((-b * b) * b) + Math.pow(t_0, 1.5)) / ((b * b) + (t_0 + (b * Math.sqrt(t_0))))) / (2.0 * a);
} else {
tmp = (c * ((c * ((-2.0 * (((a * a) * c) / Math.pow(b, 4.0))) - (a / (b * b)))) - 1.0)) / b;
}
return tmp;
}
def code(a, b, c): t_0 = (b * b) - ((a * 4.0) * c) tmp = 0 if ((-b + math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -3.3: tmp = ((((-b * b) * b) + math.pow(t_0, 1.5)) / ((b * b) + (t_0 + (b * math.sqrt(t_0))))) / (2.0 * a) else: tmp = (c * ((c * ((-2.0 * (((a * a) * c) / math.pow(b, 4.0))) - (a / (b * b)))) - 1.0)) / b return tmp
function code(a, b, c) t_0 = Float64(Float64(b * b) - Float64(Float64(a * 4.0) * c)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -3.3) tmp = Float64(Float64(Float64(Float64(Float64(Float64(-b) * b) * b) + (t_0 ^ 1.5)) / Float64(Float64(b * b) + Float64(t_0 + Float64(b * sqrt(t_0))))) / Float64(2.0 * a)); else tmp = Float64(Float64(c * Float64(Float64(c * Float64(Float64(-2.0 * Float64(Float64(Float64(a * a) * c) / (b ^ 4.0))) - Float64(a / Float64(b * b)))) - 1.0)) / b); end return tmp end
function tmp_2 = code(a, b, c) t_0 = (b * b) - ((a * 4.0) * c); tmp = 0.0; if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -3.3) tmp = ((((-b * b) * b) + (t_0 ^ 1.5)) / ((b * b) + (t_0 + (b * sqrt(t_0))))) / (2.0 * a); else tmp = (c * ((c * ((-2.0 * (((a * a) * c) / (b ^ 4.0))) - (a / (b * b)))) - 1.0)) / b; end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(b * b), $MachinePrecision] - N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], -3.3], N[(N[(N[(N[(N[((-b) * b), $MachinePrecision] * b), $MachinePrecision] + N[Power[t$95$0, 1.5], $MachinePrecision]), $MachinePrecision] / N[(N[(b * b), $MachinePrecision] + N[(t$95$0 + N[(b * N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c * N[(N[(c * N[(N[(-2.0 * N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(a / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := b \cdot b - \left(a \cdot 4\right) \cdot c\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -3.3:\\
\;\;\;\;\frac{\frac{\left(\left(-b\right) \cdot b\right) \cdot b + {t\_0}^{1.5}}{b \cdot b + \left(t\_0 + b \cdot \sqrt{t\_0}\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot \left(c \cdot \left(-2 \cdot \frac{\left(a \cdot a\right) \cdot c}{{b}^{4}} - \frac{a}{b \cdot b}\right) - 1\right)}{b}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -3.2999999999999998Initial program 83.5%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites83.0%
Applied rewrites84.2%
lift-neg.f64N/A
lift-pow.f64N/A
unpow3N/A
sqr-neg-revN/A
pow2N/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lift-neg.f6484.5
Applied rewrites84.5%
if -3.2999999999999998 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 48.7%
Taylor expanded in b around inf
Applied rewrites95.2%
Taylor expanded in c around 0
lower-*.f64N/A
lower--.f64N/A
Applied rewrites92.6%
Final simplification91.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (* a 4.0) c)))
(if (<= b 0.078)
(/
(+ (- b) (sqrt (/ (- (pow b 4.0) (* t_0 t_0)) (+ (* b b) t_0))))
(* 2.0 a))
(/
(*
c
(- (* c (- (* -2.0 (/ (* (* a a) c) (pow b 4.0))) (/ a (* b b)))) 1.0))
b))))
double code(double a, double b, double c) {
double t_0 = (a * 4.0) * c;
double tmp;
if (b <= 0.078) {
tmp = (-b + sqrt(((pow(b, 4.0) - (t_0 * t_0)) / ((b * b) + t_0)))) / (2.0 * a);
} else {
tmp = (c * ((c * ((-2.0 * (((a * a) * c) / pow(b, 4.0))) - (a / (b * b)))) - 1.0)) / b;
}
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(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = (a * 4.0d0) * c
if (b <= 0.078d0) then
tmp = (-b + sqrt((((b ** 4.0d0) - (t_0 * t_0)) / ((b * b) + t_0)))) / (2.0d0 * a)
else
tmp = (c * ((c * (((-2.0d0) * (((a * a) * c) / (b ** 4.0d0))) - (a / (b * b)))) - 1.0d0)) / b
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = (a * 4.0) * c;
double tmp;
if (b <= 0.078) {
tmp = (-b + Math.sqrt(((Math.pow(b, 4.0) - (t_0 * t_0)) / ((b * b) + t_0)))) / (2.0 * a);
} else {
tmp = (c * ((c * ((-2.0 * (((a * a) * c) / Math.pow(b, 4.0))) - (a / (b * b)))) - 1.0)) / b;
}
return tmp;
}
def code(a, b, c): t_0 = (a * 4.0) * c tmp = 0 if b <= 0.078: tmp = (-b + math.sqrt(((math.pow(b, 4.0) - (t_0 * t_0)) / ((b * b) + t_0)))) / (2.0 * a) else: tmp = (c * ((c * ((-2.0 * (((a * a) * c) / math.pow(b, 4.0))) - (a / (b * b)))) - 1.0)) / b return tmp
function code(a, b, c) t_0 = Float64(Float64(a * 4.0) * c) tmp = 0.0 if (b <= 0.078) tmp = Float64(Float64(Float64(-b) + sqrt(Float64(Float64((b ^ 4.0) - Float64(t_0 * t_0)) / Float64(Float64(b * b) + t_0)))) / Float64(2.0 * a)); else tmp = Float64(Float64(c * Float64(Float64(c * Float64(Float64(-2.0 * Float64(Float64(Float64(a * a) * c) / (b ^ 4.0))) - Float64(a / Float64(b * b)))) - 1.0)) / b); end return tmp end
function tmp_2 = code(a, b, c) t_0 = (a * 4.0) * c; tmp = 0.0; if (b <= 0.078) tmp = (-b + sqrt((((b ^ 4.0) - (t_0 * t_0)) / ((b * b) + t_0)))) / (2.0 * a); else tmp = (c * ((c * ((-2.0 * (((a * a) * c) / (b ^ 4.0))) - (a / (b * b)))) - 1.0)) / b; end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * 4.0), $MachinePrecision] * c), $MachinePrecision]}, If[LessEqual[b, 0.078], N[(N[((-b) + N[Sqrt[N[(N[(N[Power[b, 4.0], $MachinePrecision] - N[(t$95$0 * t$95$0), $MachinePrecision]), $MachinePrecision] / N[(N[(b * b), $MachinePrecision] + t$95$0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c * N[(N[(c * N[(N[(-2.0 * N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(a / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(a \cdot 4\right) \cdot c\\
\mathbf{if}\;b \leq 0.078:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\frac{{b}^{4} - t\_0 \cdot t\_0}{b \cdot b + t\_0}}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot \left(c \cdot \left(-2 \cdot \frac{\left(a \cdot a\right) \cdot c}{{b}^{4}} - \frac{a}{b \cdot b}\right) - 1\right)}{b}\\
\end{array}
\end{array}
if b < 0.0779999999999999999Initial program 91.8%
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
associate-*r*N/A
flip--N/A
associate-*r*N/A
lower-/.f64N/A
Applied rewrites91.9%
if 0.0779999999999999999 < b Initial program 51.1%
Taylor expanded in b around inf
Applied rewrites94.3%
Taylor expanded in c around 0
lower-*.f64N/A
lower--.f64N/A
Applied rewrites91.4%
(FPCore (a b c)
:precision binary64
(if (<= b 0.078)
(/
(+ (- b) (sqrt (* (+ (/ (* -4.0 (* c a)) (* b b)) 1.0) (* b b))))
(* 2.0 a))
(/
(*
c
(- (* c (- (* -2.0 (/ (* (* a a) c) (pow b 4.0))) (/ a (* b b)))) 1.0))
b)))
double code(double a, double b, double c) {
double tmp;
if (b <= 0.078) {
tmp = (-b + sqrt(((((-4.0 * (c * a)) / (b * b)) + 1.0) * (b * b)))) / (2.0 * a);
} else {
tmp = (c * ((c * ((-2.0 * (((a * a) * c) / pow(b, 4.0))) - (a / (b * b)))) - 1.0)) / b;
}
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(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b <= 0.078d0) then
tmp = (-b + sqrt((((((-4.0d0) * (c * a)) / (b * b)) + 1.0d0) * (b * b)))) / (2.0d0 * a)
else
tmp = (c * ((c * (((-2.0d0) * (((a * a) * c) / (b ** 4.0d0))) - (a / (b * b)))) - 1.0d0)) / b
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b <= 0.078) {
tmp = (-b + Math.sqrt(((((-4.0 * (c * a)) / (b * b)) + 1.0) * (b * b)))) / (2.0 * a);
} else {
tmp = (c * ((c * ((-2.0 * (((a * a) * c) / Math.pow(b, 4.0))) - (a / (b * b)))) - 1.0)) / b;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b <= 0.078: tmp = (-b + math.sqrt(((((-4.0 * (c * a)) / (b * b)) + 1.0) * (b * b)))) / (2.0 * a) else: tmp = (c * ((c * ((-2.0 * (((a * a) * c) / math.pow(b, 4.0))) - (a / (b * b)))) - 1.0)) / b return tmp
function code(a, b, c) tmp = 0.0 if (b <= 0.078) tmp = Float64(Float64(Float64(-b) + sqrt(Float64(Float64(Float64(Float64(-4.0 * Float64(c * a)) / Float64(b * b)) + 1.0) * Float64(b * b)))) / Float64(2.0 * a)); else tmp = Float64(Float64(c * Float64(Float64(c * Float64(Float64(-2.0 * Float64(Float64(Float64(a * a) * c) / (b ^ 4.0))) - Float64(a / Float64(b * b)))) - 1.0)) / b); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b <= 0.078) tmp = (-b + sqrt(((((-4.0 * (c * a)) / (b * b)) + 1.0) * (b * b)))) / (2.0 * a); else tmp = (c * ((c * ((-2.0 * (((a * a) * c) / (b ^ 4.0))) - (a / (b * b)))) - 1.0)) / b; end tmp_2 = tmp; end
code[a_, b_, c_] := If[LessEqual[b, 0.078], N[(N[((-b) + N[Sqrt[N[(N[(N[(N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision] * N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c * N[(N[(c * N[(N[(-2.0 * N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(a / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 0.078:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\left(\frac{-4 \cdot \left(c \cdot a\right)}{b \cdot b} + 1\right) \cdot \left(b \cdot b\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot \left(c \cdot \left(-2 \cdot \frac{\left(a \cdot a\right) \cdot c}{{b}^{4}} - \frac{a}{b \cdot b}\right) - 1\right)}{b}\\
\end{array}
\end{array}
if b < 0.0779999999999999999Initial program 91.8%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6491.8
Applied rewrites91.8%
if 0.0779999999999999999 < b Initial program 51.1%
Taylor expanded in b around inf
Applied rewrites94.3%
Taylor expanded in c around 0
lower-*.f64N/A
lower--.f64N/A
Applied rewrites91.4%
(FPCore (a b c) :precision binary64 (if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -0.0008) (/ (+ (- b) (sqrt (* (- (/ (* b b) c) (* a 4.0)) c))) (* 2.0 a)) (/ (+ c (* a (ratio-of-squares c b))) (- b))))
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -0.0008:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\left(\frac{b \cdot b}{c} - a \cdot 4\right) \cdot c}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + a \cdot \mathsf{ratio\_of\_squares}\left(c, b\right)}{-b}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -8.00000000000000038e-4Initial program 78.0%
Taylor expanded in c around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6478.0
Applied rewrites78.0%
if -8.00000000000000038e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 41.5%
Taylor expanded in b around inf
lower-/.f64N/A
mul-1-negN/A
lower-+.f64N/A
lower-neg.f64N/A
mul-1-negN/A
lower-neg.f64N/A
associate-/l*N/A
lower-*.f64N/A
unpow2N/A
pow2N/A
lower-ratio-of-squares.f6491.7
Applied rewrites91.7%
Final simplification87.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))))
(if (<= (/ t_0 (* 2.0 a)) -0.0008)
(/ t_0 (+ a a))
(/ (+ c (* a (ratio-of-squares c b))) (- b)))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;\frac{t\_0}{2 \cdot a} \leq -0.0008:\\
\;\;\;\;\frac{t\_0}{a + a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + a \cdot \mathsf{ratio\_of\_squares}\left(c, b\right)}{-b}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -8.00000000000000038e-4Initial program 78.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f6478.0
Applied rewrites78.0%
if -8.00000000000000038e-4 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 41.5%
Taylor expanded in b around inf
lower-/.f64N/A
mul-1-negN/A
lower-+.f64N/A
lower-neg.f64N/A
mul-1-negN/A
lower-neg.f64N/A
associate-/l*N/A
lower-*.f64N/A
unpow2N/A
pow2N/A
lower-ratio-of-squares.f6491.7
Applied rewrites91.7%
Final simplification87.2%
(FPCore (a b c) :precision binary64 (/ (+ c (* a (ratio-of-squares c b))) (- b)))
\begin{array}{l}
\\
\frac{c + a \cdot \mathsf{ratio\_of\_squares}\left(c, b\right)}{-b}
\end{array}
Initial program 53.4%
Taylor expanded in b around inf
lower-/.f64N/A
mul-1-negN/A
lower-+.f64N/A
lower-neg.f64N/A
mul-1-negN/A
lower-neg.f64N/A
associate-/l*N/A
lower-*.f64N/A
unpow2N/A
pow2N/A
lower-ratio-of-squares.f6483.0
Applied rewrites83.0%
Final simplification83.0%
(FPCore (a b c) :precision binary64 (/ (- c) b))
double code(double a, double b, double c) {
return -c / b;
}
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)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = -c / b
end function
public static double code(double a, double b, double c) {
return -c / b;
}
def code(a, b, c): return -c / b
function code(a, b, c) return Float64(Float64(-c) / b) end
function tmp = code(a, b, c) tmp = -c / b; end
code[a_, b_, c_] := N[((-c) / b), $MachinePrecision]
\begin{array}{l}
\\
\frac{-c}{b}
\end{array}
Initial program 53.4%
Taylor expanded in a around 0
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6466.3
Applied rewrites66.3%
herbie shell --seed 2025058
(FPCore (a b c)
:name "Quadratic roots, narrow range"
:precision binary64
:pre (and (and (and (< 1.0536712127723509e-8 a) (< a 94906265.62425156)) (and (< 1.0536712127723509e-8 b) (< b 94906265.62425156))) (and (< 1.0536712127723509e-8 c) (< c 94906265.62425156)))
(/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)))