
(FPCore (A B C) :precision binary64 (* 180.0 (/ (atan (* (/ 1.0 B) (- (- C A) (sqrt (+ (pow (- A C) 2.0) (pow B 2.0)))))) PI)))
double code(double A, double B, double C) {
return 180.0 * (atan(((1.0 / B) * ((C - A) - sqrt((pow((A - C), 2.0) + pow(B, 2.0)))))) / ((double) M_PI));
}
public static double code(double A, double B, double C) {
return 180.0 * (Math.atan(((1.0 / B) * ((C - A) - Math.sqrt((Math.pow((A - C), 2.0) + Math.pow(B, 2.0)))))) / Math.PI);
}
def code(A, B, C): return 180.0 * (math.atan(((1.0 / B) * ((C - A) - math.sqrt((math.pow((A - C), 2.0) + math.pow(B, 2.0)))))) / math.pi)
function code(A, B, C) return Float64(180.0 * Float64(atan(Float64(Float64(1.0 / B) * Float64(Float64(C - A) - sqrt(Float64((Float64(A - C) ^ 2.0) + (B ^ 2.0)))))) / pi)) end
function tmp = code(A, B, C) tmp = 180.0 * (atan(((1.0 / B) * ((C - A) - sqrt((((A - C) ^ 2.0) + (B ^ 2.0)))))) / pi); end
code[A_, B_, C_] := N[(180.0 * N[(N[ArcTan[N[(N[(1.0 / B), $MachinePrecision] * N[(N[(C - A), $MachinePrecision] - N[Sqrt[N[(N[Power[N[(A - C), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[B, 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / Pi), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
180 \cdot \frac{\tan^{-1} \left(\frac{1}{B} \cdot \left(\left(C - A\right) - \sqrt{{\left(A - C\right)}^{2} + {B}^{2}}\right)\right)}{\pi}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 15 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (A B C) :precision binary64 (* 180.0 (/ (atan (* (/ 1.0 B) (- (- C A) (sqrt (+ (pow (- A C) 2.0) (pow B 2.0)))))) PI)))
double code(double A, double B, double C) {
return 180.0 * (atan(((1.0 / B) * ((C - A) - sqrt((pow((A - C), 2.0) + pow(B, 2.0)))))) / ((double) M_PI));
}
public static double code(double A, double B, double C) {
return 180.0 * (Math.atan(((1.0 / B) * ((C - A) - Math.sqrt((Math.pow((A - C), 2.0) + Math.pow(B, 2.0)))))) / Math.PI);
}
def code(A, B, C): return 180.0 * (math.atan(((1.0 / B) * ((C - A) - math.sqrt((math.pow((A - C), 2.0) + math.pow(B, 2.0)))))) / math.pi)
function code(A, B, C) return Float64(180.0 * Float64(atan(Float64(Float64(1.0 / B) * Float64(Float64(C - A) - sqrt(Float64((Float64(A - C) ^ 2.0) + (B ^ 2.0)))))) / pi)) end
function tmp = code(A, B, C) tmp = 180.0 * (atan(((1.0 / B) * ((C - A) - sqrt((((A - C) ^ 2.0) + (B ^ 2.0)))))) / pi); end
code[A_, B_, C_] := N[(180.0 * N[(N[ArcTan[N[(N[(1.0 / B), $MachinePrecision] * N[(N[(C - A), $MachinePrecision] - N[Sqrt[N[(N[Power[N[(A - C), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[B, 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / Pi), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
180 \cdot \frac{\tan^{-1} \left(\frac{1}{B} \cdot \left(\left(C - A\right) - \sqrt{{\left(A - C\right)}^{2} + {B}^{2}}\right)\right)}{\pi}
\end{array}
(FPCore (A B C)
:precision binary64
(let* ((t_0
(* (/ 1.0 B) (- (- C A) (sqrt (+ (pow (- A C) 2.0) (pow B 2.0))))))
(t_1 (- (- C A) (hypot (- C A) B))))
(if (<= t_0 -0.0001)
(/ (* 180.0 (atan (/ t_1 B))) PI)
(if (<= t_0 0.0)
(* 180.0 (/ (atan (* -0.5 (/ B (- C A)))) PI))
(* 180.0 (/ (atan (* (/ 1.0 B) t_1)) PI))))))
double code(double A, double B, double C) {
double t_0 = (1.0 / B) * ((C - A) - sqrt((pow((A - C), 2.0) + pow(B, 2.0))));
double t_1 = (C - A) - hypot((C - A), B);
double tmp;
if (t_0 <= -0.0001) {
tmp = (180.0 * atan((t_1 / B))) / ((double) M_PI);
} else if (t_0 <= 0.0) {
tmp = 180.0 * (atan((-0.5 * (B / (C - A)))) / ((double) M_PI));
} else {
tmp = 180.0 * (atan(((1.0 / B) * t_1)) / ((double) M_PI));
}
return tmp;
}
public static double code(double A, double B, double C) {
double t_0 = (1.0 / B) * ((C - A) - Math.sqrt((Math.pow((A - C), 2.0) + Math.pow(B, 2.0))));
double t_1 = (C - A) - Math.hypot((C - A), B);
double tmp;
if (t_0 <= -0.0001) {
tmp = (180.0 * Math.atan((t_1 / B))) / Math.PI;
} else if (t_0 <= 0.0) {
tmp = 180.0 * (Math.atan((-0.5 * (B / (C - A)))) / Math.PI);
} else {
tmp = 180.0 * (Math.atan(((1.0 / B) * t_1)) / Math.PI);
}
return tmp;
}
def code(A, B, C): t_0 = (1.0 / B) * ((C - A) - math.sqrt((math.pow((A - C), 2.0) + math.pow(B, 2.0)))) t_1 = (C - A) - math.hypot((C - A), B) tmp = 0 if t_0 <= -0.0001: tmp = (180.0 * math.atan((t_1 / B))) / math.pi elif t_0 <= 0.0: tmp = 180.0 * (math.atan((-0.5 * (B / (C - A)))) / math.pi) else: tmp = 180.0 * (math.atan(((1.0 / B) * t_1)) / math.pi) return tmp
function code(A, B, C) t_0 = Float64(Float64(1.0 / B) * Float64(Float64(C - A) - sqrt(Float64((Float64(A - C) ^ 2.0) + (B ^ 2.0))))) t_1 = Float64(Float64(C - A) - hypot(Float64(C - A), B)) tmp = 0.0 if (t_0 <= -0.0001) tmp = Float64(Float64(180.0 * atan(Float64(t_1 / B))) / pi); elseif (t_0 <= 0.0) tmp = Float64(180.0 * Float64(atan(Float64(-0.5 * Float64(B / Float64(C - A)))) / pi)); else tmp = Float64(180.0 * Float64(atan(Float64(Float64(1.0 / B) * t_1)) / pi)); end return tmp end
function tmp_2 = code(A, B, C) t_0 = (1.0 / B) * ((C - A) - sqrt((((A - C) ^ 2.0) + (B ^ 2.0)))); t_1 = (C - A) - hypot((C - A), B); tmp = 0.0; if (t_0 <= -0.0001) tmp = (180.0 * atan((t_1 / B))) / pi; elseif (t_0 <= 0.0) tmp = 180.0 * (atan((-0.5 * (B / (C - A)))) / pi); else tmp = 180.0 * (atan(((1.0 / B) * t_1)) / pi); end tmp_2 = tmp; end
code[A_, B_, C_] := Block[{t$95$0 = N[(N[(1.0 / B), $MachinePrecision] * N[(N[(C - A), $MachinePrecision] - N[Sqrt[N[(N[Power[N[(A - C), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[B, 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(C - A), $MachinePrecision] - N[Sqrt[N[(C - A), $MachinePrecision] ^ 2 + B ^ 2], $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.0001], N[(N[(180.0 * N[ArcTan[N[(t$95$1 / B), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / Pi), $MachinePrecision], If[LessEqual[t$95$0, 0.0], N[(180.0 * N[(N[ArcTan[N[(-0.5 * N[(B / N[(C - A), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / Pi), $MachinePrecision]), $MachinePrecision], N[(180.0 * N[(N[ArcTan[N[(N[(1.0 / B), $MachinePrecision] * t$95$1), $MachinePrecision]], $MachinePrecision] / Pi), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1}{B} \cdot \left(\left(C - A\right) - \sqrt{{\left(A - C\right)}^{2} + {B}^{2}}\right)\\
t_1 := \left(C - A\right) - \mathsf{hypot}\left(C - A, B\right)\\
\mathbf{if}\;t\_0 \leq -0.0001:\\
\;\;\;\;\frac{180 \cdot \tan^{-1} \left(\frac{t\_1}{B}\right)}{\pi}\\
\mathbf{elif}\;t\_0 \leq 0:\\
\;\;\;\;180 \cdot \frac{\tan^{-1} \left(-0.5 \cdot \frac{B}{C - A}\right)}{\pi}\\
\mathbf{else}:\\
\;\;\;\;180 \cdot \frac{\tan^{-1} \left(\frac{1}{B} \cdot t\_1\right)}{\pi}\\
\end{array}
\end{array}
if (*.f64 (/.f64 #s(literal 1 binary64) B) (-.f64 (-.f64 C A) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))) < -1.00000000000000005e-4Initial program 53.5%
lift-sqrt.f64N/A
lift-+.f64N/A
Applied rewrites88.2%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lower-/.f64N/A
Applied rewrites53.5%
lift-sqrt.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lower-hypot.f6488.2
Applied rewrites88.2%
if -1.00000000000000005e-4 < (*.f64 (/.f64 #s(literal 1 binary64) B) (-.f64 (-.f64 C A) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))) < 0.0Initial program 24.8%
lift-sqrt.f64N/A
lift-+.f64N/A
Applied rewrites24.8%
Taylor expanded in B around 0
lower-*.f64N/A
lower-/.f64N/A
lower--.f6499.6
Applied rewrites99.6%
if 0.0 < (*.f64 (/.f64 #s(literal 1 binary64) B) (-.f64 (-.f64 C A) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))) Initial program 58.4%
lift-sqrt.f64N/A
lift-+.f64N/A
Applied rewrites86.6%
(FPCore (A B C)
:precision binary64
(let* ((t_0
(* (/ 1.0 B) (- (- C A) (sqrt (+ (pow (- A C) 2.0) (pow B 2.0))))))
(t_1 (* 180.0 (/ (atan 1.0) PI))))
(if (<= t_0 -0.5)
(/ (* 180.0 (atan (+ -1.0 (/ A (- B))))) PI)
(if (<= t_0 0.0)
(* 180.0 (/ (atan (/ (* B -0.5) C)) PI))
(if (<= t_0 2.0)
t_1
(if (<= t_0 5e+300) (/ (* 180.0 (atan (/ (* C 2.0) B))) PI) t_1))))))
double code(double A, double B, double C) {
double t_0 = (1.0 / B) * ((C - A) - sqrt((pow((A - C), 2.0) + pow(B, 2.0))));
double t_1 = 180.0 * (atan(1.0) / ((double) M_PI));
double tmp;
if (t_0 <= -0.5) {
tmp = (180.0 * atan((-1.0 + (A / -B)))) / ((double) M_PI);
} else if (t_0 <= 0.0) {
tmp = 180.0 * (atan(((B * -0.5) / C)) / ((double) M_PI));
} else if (t_0 <= 2.0) {
tmp = t_1;
} else if (t_0 <= 5e+300) {
tmp = (180.0 * atan(((C * 2.0) / B))) / ((double) M_PI);
} else {
tmp = t_1;
}
return tmp;
}
public static double code(double A, double B, double C) {
double t_0 = (1.0 / B) * ((C - A) - Math.sqrt((Math.pow((A - C), 2.0) + Math.pow(B, 2.0))));
double t_1 = 180.0 * (Math.atan(1.0) / Math.PI);
double tmp;
if (t_0 <= -0.5) {
tmp = (180.0 * Math.atan((-1.0 + (A / -B)))) / Math.PI;
} else if (t_0 <= 0.0) {
tmp = 180.0 * (Math.atan(((B * -0.5) / C)) / Math.PI);
} else if (t_0 <= 2.0) {
tmp = t_1;
} else if (t_0 <= 5e+300) {
tmp = (180.0 * Math.atan(((C * 2.0) / B))) / Math.PI;
} else {
tmp = t_1;
}
return tmp;
}
def code(A, B, C): t_0 = (1.0 / B) * ((C - A) - math.sqrt((math.pow((A - C), 2.0) + math.pow(B, 2.0)))) t_1 = 180.0 * (math.atan(1.0) / math.pi) tmp = 0 if t_0 <= -0.5: tmp = (180.0 * math.atan((-1.0 + (A / -B)))) / math.pi elif t_0 <= 0.0: tmp = 180.0 * (math.atan(((B * -0.5) / C)) / math.pi) elif t_0 <= 2.0: tmp = t_1 elif t_0 <= 5e+300: tmp = (180.0 * math.atan(((C * 2.0) / B))) / math.pi else: tmp = t_1 return tmp
function code(A, B, C) t_0 = Float64(Float64(1.0 / B) * Float64(Float64(C - A) - sqrt(Float64((Float64(A - C) ^ 2.0) + (B ^ 2.0))))) t_1 = Float64(180.0 * Float64(atan(1.0) / pi)) tmp = 0.0 if (t_0 <= -0.5) tmp = Float64(Float64(180.0 * atan(Float64(-1.0 + Float64(A / Float64(-B))))) / pi); elseif (t_0 <= 0.0) tmp = Float64(180.0 * Float64(atan(Float64(Float64(B * -0.5) / C)) / pi)); elseif (t_0 <= 2.0) tmp = t_1; elseif (t_0 <= 5e+300) tmp = Float64(Float64(180.0 * atan(Float64(Float64(C * 2.0) / B))) / pi); else tmp = t_1; end return tmp end
function tmp_2 = code(A, B, C) t_0 = (1.0 / B) * ((C - A) - sqrt((((A - C) ^ 2.0) + (B ^ 2.0)))); t_1 = 180.0 * (atan(1.0) / pi); tmp = 0.0; if (t_0 <= -0.5) tmp = (180.0 * atan((-1.0 + (A / -B)))) / pi; elseif (t_0 <= 0.0) tmp = 180.0 * (atan(((B * -0.5) / C)) / pi); elseif (t_0 <= 2.0) tmp = t_1; elseif (t_0 <= 5e+300) tmp = (180.0 * atan(((C * 2.0) / B))) / pi; else tmp = t_1; end tmp_2 = tmp; end
code[A_, B_, C_] := Block[{t$95$0 = N[(N[(1.0 / B), $MachinePrecision] * N[(N[(C - A), $MachinePrecision] - N[Sqrt[N[(N[Power[N[(A - C), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[B, 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(180.0 * N[(N[ArcTan[1.0], $MachinePrecision] / Pi), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.5], N[(N[(180.0 * N[ArcTan[N[(-1.0 + N[(A / (-B)), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / Pi), $MachinePrecision], If[LessEqual[t$95$0, 0.0], N[(180.0 * N[(N[ArcTan[N[(N[(B * -0.5), $MachinePrecision] / C), $MachinePrecision]], $MachinePrecision] / Pi), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$0, 2.0], t$95$1, If[LessEqual[t$95$0, 5e+300], N[(N[(180.0 * N[ArcTan[N[(N[(C * 2.0), $MachinePrecision] / B), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / Pi), $MachinePrecision], t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1}{B} \cdot \left(\left(C - A\right) - \sqrt{{\left(A - C\right)}^{2} + {B}^{2}}\right)\\
t_1 := 180 \cdot \frac{\tan^{-1} 1}{\pi}\\
\mathbf{if}\;t\_0 \leq -0.5:\\
\;\;\;\;\frac{180 \cdot \tan^{-1} \left(-1 + \frac{A}{-B}\right)}{\pi}\\
\mathbf{elif}\;t\_0 \leq 0:\\
\;\;\;\;180 \cdot \frac{\tan^{-1} \left(\frac{B \cdot -0.5}{C}\right)}{\pi}\\
\mathbf{elif}\;t\_0 \leq 2:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;t\_0 \leq 5 \cdot 10^{+300}:\\
\;\;\;\;\frac{180 \cdot \tan^{-1} \left(\frac{C \cdot 2}{B}\right)}{\pi}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if (*.f64 (/.f64 #s(literal 1 binary64) B) (-.f64 (-.f64 C A) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))) < -0.5Initial program 59.1%
lift-sqrt.f64N/A
lift-+.f64N/A
Applied rewrites87.7%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lower-/.f64N/A
Applied rewrites59.1%
Taylor expanded in B around inf
+-commutativeN/A
associate--r+N/A
div-subN/A
sub-negN/A
metadata-evalN/A
lower-+.f64N/A
lower-/.f64N/A
lower--.f6476.8
Applied rewrites76.8%
Taylor expanded in C around 0
Applied rewrites64.3%
if -0.5 < (*.f64 (/.f64 #s(literal 1 binary64) B) (-.f64 (-.f64 C A) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))) < 0.0Initial program 17.4%
Taylor expanded in A around 0
lower-/.f64N/A
lower--.f64N/A
lower-sqrt.f64N/A
unpow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6413.0
Applied rewrites13.0%
Taylor expanded in C around inf
Applied rewrites50.7%
if 0.0 < (*.f64 (/.f64 #s(literal 1 binary64) B) (-.f64 (-.f64 C A) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))) < 2 or 5.00000000000000026e300 < (*.f64 (/.f64 #s(literal 1 binary64) B) (-.f64 (-.f64 C A) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))) Initial program 54.2%
Taylor expanded in B around -inf
Applied rewrites50.0%
if 2 < (*.f64 (/.f64 #s(literal 1 binary64) B) (-.f64 (-.f64 C A) (sqrt.f64 (+.f64 (pow.f64 (-.f64 A C) #s(literal 2 binary64)) (pow.f64 B #s(literal 2 binary64)))))) < 5.00000000000000026e300Initial program 94.7%
lift-sqrt.f64N/A
lift-+.f64N/A
Applied rewrites95.2%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lower-/.f64N/A
Applied rewrites94.7%
Taylor expanded in C around -inf
*-commutativeN/A
lower-*.f6455.2
Applied rewrites55.2%
Final simplification56.6%
herbie shell --seed 2024228
(FPCore (A B C)
:name "ABCF->ab-angle angle"
:precision binary64
(* 180.0 (/ (atan (* (/ 1.0 B) (- (- C A) (sqrt (+ (pow (- A C) 2.0) (pow B 2.0)))))) PI)))