
(FPCore (cosTheta_i u1 u2) :precision binary32 (* (sqrt (/ u1 (- 1.0 u1))) (sin (* 6.28318530718 u2))))
float code(float cosTheta_i, float u1, float u2) {
return sqrtf((u1 / (1.0f - u1))) * sinf((6.28318530718f * u2));
}
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(4) function code(costheta_i, u1, u2)
use fmin_fmax_functions
real(4), intent (in) :: costheta_i
real(4), intent (in) :: u1
real(4), intent (in) :: u2
code = sqrt((u1 / (1.0e0 - u1))) * sin((6.28318530718e0 * u2))
end function
function code(cosTheta_i, u1, u2) return Float32(sqrt(Float32(u1 / Float32(Float32(1.0) - u1))) * sin(Float32(Float32(6.28318530718) * u2))) end
function tmp = code(cosTheta_i, u1, u2) tmp = sqrt((u1 / (single(1.0) - u1))) * sin((single(6.28318530718) * u2)); end
\begin{array}{l}
\\
\sqrt{\frac{u1}{1 - u1}} \cdot \sin \left(6.28318530718 \cdot u2\right)
\end{array}
Sampling outcomes in binary32 precision:
Herbie found 11 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (cosTheta_i u1 u2) :precision binary32 (* (sqrt (/ u1 (- 1.0 u1))) (sin (* 6.28318530718 u2))))
float code(float cosTheta_i, float u1, float u2) {
return sqrtf((u1 / (1.0f - u1))) * sinf((6.28318530718f * u2));
}
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(4) function code(costheta_i, u1, u2)
use fmin_fmax_functions
real(4), intent (in) :: costheta_i
real(4), intent (in) :: u1
real(4), intent (in) :: u2
code = sqrt((u1 / (1.0e0 - u1))) * sin((6.28318530718e0 * u2))
end function
function code(cosTheta_i, u1, u2) return Float32(sqrt(Float32(u1 / Float32(Float32(1.0) - u1))) * sin(Float32(Float32(6.28318530718) * u2))) end
function tmp = code(cosTheta_i, u1, u2) tmp = sqrt((u1 / (single(1.0) - u1))) * sin((single(6.28318530718) * u2)); end
\begin{array}{l}
\\
\sqrt{\frac{u1}{1 - u1}} \cdot \sin \left(6.28318530718 \cdot u2\right)
\end{array}
(FPCore (cosTheta_i u1 u2) :precision binary32 (* (sqrt (/ u1 (- 1.0 u1))) (sin (* 6.28318530718 u2))))
float code(float cosTheta_i, float u1, float u2) {
return sqrtf((u1 / (1.0f - u1))) * sinf((6.28318530718f * u2));
}
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(4) function code(costheta_i, u1, u2)
use fmin_fmax_functions
real(4), intent (in) :: costheta_i
real(4), intent (in) :: u1
real(4), intent (in) :: u2
code = sqrt((u1 / (1.0e0 - u1))) * sin((6.28318530718e0 * u2))
end function
function code(cosTheta_i, u1, u2) return Float32(sqrt(Float32(u1 / Float32(Float32(1.0) - u1))) * sin(Float32(Float32(6.28318530718) * u2))) end
function tmp = code(cosTheta_i, u1, u2) tmp = sqrt((u1 / (single(1.0) - u1))) * sin((single(6.28318530718) * u2)); end
\begin{array}{l}
\\
\sqrt{\frac{u1}{1 - u1}} \cdot \sin \left(6.28318530718 \cdot u2\right)
\end{array}
Initial program 98.4%
(FPCore (cosTheta_i u1 u2) :precision binary32 (* (sqrt (/ u1 (* (/ (- 1.0 u1) u1) u1))) (sin (* 6.28318530718 u2))))
float code(float cosTheta_i, float u1, float u2) {
return sqrtf((u1 / (((1.0f - u1) / u1) * u1))) * sinf((6.28318530718f * u2));
}
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(4) function code(costheta_i, u1, u2)
use fmin_fmax_functions
real(4), intent (in) :: costheta_i
real(4), intent (in) :: u1
real(4), intent (in) :: u2
code = sqrt((u1 / (((1.0e0 - u1) / u1) * u1))) * sin((6.28318530718e0 * u2))
end function
function code(cosTheta_i, u1, u2) return Float32(sqrt(Float32(u1 / Float32(Float32(Float32(Float32(1.0) - u1) / u1) * u1))) * sin(Float32(Float32(6.28318530718) * u2))) end
function tmp = code(cosTheta_i, u1, u2) tmp = sqrt((u1 / (((single(1.0) - u1) / u1) * u1))) * sin((single(6.28318530718) * u2)); end
\begin{array}{l}
\\
\sqrt{\frac{u1}{\frac{1 - u1}{u1} \cdot u1}} \cdot \sin \left(6.28318530718 \cdot u2\right)
\end{array}
Initial program 98.4%
Taylor expanded in u1 around inf
*-commutativeN/A
lower-*.f32N/A
lower--.f32N/A
lower-/.f3298.3
Applied rewrites98.3%
Taylor expanded in u1 around 0
lower-/.f32N/A
lower-+.f32N/A
lift-*.f3298.3
Applied rewrites98.3%
Final simplification98.3%
(FPCore (cosTheta_i u1 u2)
:precision binary32
(let* ((t_0 (pow (/ (- 1.0 u1) u1) 0.5))
(t_1 (sin (* u2 6.28318530718)))
(t_2 (/ u1 (- 1.0 u1)))
(t_3 (- (* 1709.1363441345495 t_2) (* 512.7409032403648 t_2)))
(t_4 (pow t_2 0.5))
(t_5 (* t_0 t_3))
(t_6 (* (/ 1.0 (sqrt u1)) 0.5)))
(if (<= u2 0.10999999940395355)
(*
(fma
6.28318530718
t_4
(*
(* u2 u2)
(-
(*
(* u2 u2)
(-
(*
(* u2 u2)
(-
(* -1789.8033942389236 t_4)
(fma
-6.579736267393772
(fma -272.01749758700635 t_4 (* 0.15915494309188485 t_5))
(fma
-1.0471975511966667
t_5
(*
0.15915494309188485
(*
t_0
(-
(* -6747.399833653739 t_2)
(* -481.95713097526703 t_2))))))))
(fma
-272.01749758700635
t_4
(* 0.15915494309188485 (* (pow (- (/ 1.0 u1) 1.0) 0.5) t_3)))))
(* 41.341702240407926 t_4))))
u2)
(fma
(-
(* t_6 t_1)
(*
(* -1.0 u1)
(fma
t_6
t_1
(* (* 0.5 (sqrt u1)) (* (- 1.0 (* 0.25 (/ 1.0 u1))) t_1)))))
(* u1 u1)
(* (sqrt u1) t_1)))))
float code(float cosTheta_i, float u1, float u2) {
float t_0 = powf(((1.0f - u1) / u1), 0.5f);
float t_1 = sinf((u2 * 6.28318530718f));
float t_2 = u1 / (1.0f - u1);
float t_3 = (1709.1363441345495f * t_2) - (512.7409032403648f * t_2);
float t_4 = powf(t_2, 0.5f);
float t_5 = t_0 * t_3;
float t_6 = (1.0f / sqrtf(u1)) * 0.5f;
float tmp;
if (u2 <= 0.10999999940395355f) {
tmp = fmaf(6.28318530718f, t_4, ((u2 * u2) * (((u2 * u2) * (((u2 * u2) * ((-1789.8033942389236f * t_4) - fmaf(-6.579736267393772f, fmaf(-272.01749758700635f, t_4, (0.15915494309188485f * t_5)), fmaf(-1.0471975511966667f, t_5, (0.15915494309188485f * (t_0 * ((-6747.399833653739f * t_2) - (-481.95713097526703f * t_2)))))))) - fmaf(-272.01749758700635f, t_4, (0.15915494309188485f * (powf(((1.0f / u1) - 1.0f), 0.5f) * t_3))))) - (41.341702240407926f * t_4)))) * u2;
} else {
tmp = fmaf(((t_6 * t_1) - ((-1.0f * u1) * fmaf(t_6, t_1, ((0.5f * sqrtf(u1)) * ((1.0f - (0.25f * (1.0f / u1))) * t_1))))), (u1 * u1), (sqrtf(u1) * t_1));
}
return tmp;
}
function code(cosTheta_i, u1, u2) t_0 = Float32(Float32(Float32(1.0) - u1) / u1) ^ Float32(0.5) t_1 = sin(Float32(u2 * Float32(6.28318530718))) t_2 = Float32(u1 / Float32(Float32(1.0) - u1)) t_3 = Float32(Float32(Float32(1709.1363441345495) * t_2) - Float32(Float32(512.7409032403648) * t_2)) t_4 = t_2 ^ Float32(0.5) t_5 = Float32(t_0 * t_3) t_6 = Float32(Float32(Float32(1.0) / sqrt(u1)) * Float32(0.5)) tmp = Float32(0.0) if (u2 <= Float32(0.10999999940395355)) tmp = Float32(fma(Float32(6.28318530718), t_4, Float32(Float32(u2 * u2) * Float32(Float32(Float32(u2 * u2) * Float32(Float32(Float32(u2 * u2) * Float32(Float32(Float32(-1789.8033942389236) * t_4) - fma(Float32(-6.579736267393772), fma(Float32(-272.01749758700635), t_4, Float32(Float32(0.15915494309188485) * t_5)), fma(Float32(-1.0471975511966667), t_5, Float32(Float32(0.15915494309188485) * Float32(t_0 * Float32(Float32(Float32(-6747.399833653739) * t_2) - Float32(Float32(-481.95713097526703) * t_2)))))))) - fma(Float32(-272.01749758700635), t_4, Float32(Float32(0.15915494309188485) * Float32((Float32(Float32(Float32(1.0) / u1) - Float32(1.0)) ^ Float32(0.5)) * t_3))))) - Float32(Float32(41.341702240407926) * t_4)))) * u2); else tmp = fma(Float32(Float32(t_6 * t_1) - Float32(Float32(Float32(-1.0) * u1) * fma(t_6, t_1, Float32(Float32(Float32(0.5) * sqrt(u1)) * Float32(Float32(Float32(1.0) - Float32(Float32(0.25) * Float32(Float32(1.0) / u1))) * t_1))))), Float32(u1 * u1), Float32(sqrt(u1) * t_1)); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(\frac{1 - u1}{u1}\right)}^{0.5}\\
t_1 := \sin \left(u2 \cdot 6.28318530718\right)\\
t_2 := \frac{u1}{1 - u1}\\
t_3 := 1709.1363441345495 \cdot t\_2 - 512.7409032403648 \cdot t\_2\\
t_4 := {t\_2}^{0.5}\\
t_5 := t\_0 \cdot t\_3\\
t_6 := \frac{1}{\sqrt{u1}} \cdot 0.5\\
\mathbf{if}\;u2 \leq 0.10999999940395355:\\
\;\;\;\;\mathsf{fma}\left(6.28318530718, t\_4, \left(u2 \cdot u2\right) \cdot \left(\left(u2 \cdot u2\right) \cdot \left(\left(u2 \cdot u2\right) \cdot \left(-1789.8033942389236 \cdot t\_4 - \mathsf{fma}\left(-6.579736267393772, \mathsf{fma}\left(-272.01749758700635, t\_4, 0.15915494309188485 \cdot t\_5\right), \mathsf{fma}\left(-1.0471975511966667, t\_5, 0.15915494309188485 \cdot \left(t\_0 \cdot \left(-6747.399833653739 \cdot t\_2 - -481.95713097526703 \cdot t\_2\right)\right)\right)\right)\right) - \mathsf{fma}\left(-272.01749758700635, t\_4, 0.15915494309188485 \cdot \left({\left(\frac{1}{u1} - 1\right)}^{0.5} \cdot t\_3\right)\right)\right) - 41.341702240407926 \cdot t\_4\right)\right) \cdot u2\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(t\_6 \cdot t\_1 - \left(-1 \cdot u1\right) \cdot \mathsf{fma}\left(t\_6, t\_1, \left(0.5 \cdot \sqrt{u1}\right) \cdot \left(\left(1 - 0.25 \cdot \frac{1}{u1}\right) \cdot t\_1\right)\right), u1 \cdot u1, \sqrt{u1} \cdot t\_1\right)\\
\end{array}
\end{array}
if u2 < 0.109999999Initial program 98.6%
Taylor expanded in u2 around 0
Applied rewrites98.5%
Applied rewrites98.0%
Taylor expanded in u2 around 0
Applied rewrites98.6%
Taylor expanded in u1 around inf
lower--.f32N/A
lift-/.f3298.6
Applied rewrites98.6%
if 0.109999999 < u2 Initial program 96.5%
Taylor expanded in u1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f32N/A
Applied rewrites87.6%
Final simplification97.5%
(FPCore (cosTheta_i u1 u2)
:precision binary32
(let* ((t_0 (sin (* u2 6.28318530718)))
(t_1 (* (* (/ 1.0 (sqrt u1)) 0.5) t_0))
(t_2 (pow (/ (- 1.0 u1) u1) 0.5))
(t_3 (* (sqrt u1) t_0))
(t_4 (/ u1 (- 1.0 u1)))
(t_5 (- (* 1709.1363441345495 t_4) (* 512.7409032403648 t_4)))
(t_6 (pow t_4 0.5))
(t_7 (* t_2 t_5))
(t_8
(*
(-
t_1
(fma
t_1
(* -1.0 u1)
(*
(* (* 0.5 (sqrt u1)) (* (- 1.0 (* 0.25 (/ 1.0 u1))) t_0))
(* -1.0 u1))))
(* u1 u1))))
(if (<= u2 0.10999999940395355)
(*
(fma
6.28318530718
t_6
(*
(* u2 u2)
(-
(*
(* u2 u2)
(-
(*
(* u2 u2)
(-
(* -1789.8033942389236 t_6)
(fma
-6.579736267393772
(fma -272.01749758700635 t_6 (* 0.15915494309188485 t_7))
(fma
-1.0471975511966667
t_7
(*
0.15915494309188485
(*
t_2
(-
(* -6747.399833653739 t_4)
(* -481.95713097526703 t_4))))))))
(fma
-272.01749758700635
t_6
(* 0.15915494309188485 (* (pow (- (/ 1.0 u1) 1.0) 0.5) t_5)))))
(* 41.341702240407926 t_6))))
u2)
(/
(+ (pow t_8 3.0) (pow t_3 3.0))
(+ (* t_8 t_8) (- (* t_3 t_3) (* t_8 t_3)))))))
float code(float cosTheta_i, float u1, float u2) {
float t_0 = sinf((u2 * 6.28318530718f));
float t_1 = ((1.0f / sqrtf(u1)) * 0.5f) * t_0;
float t_2 = powf(((1.0f - u1) / u1), 0.5f);
float t_3 = sqrtf(u1) * t_0;
float t_4 = u1 / (1.0f - u1);
float t_5 = (1709.1363441345495f * t_4) - (512.7409032403648f * t_4);
float t_6 = powf(t_4, 0.5f);
float t_7 = t_2 * t_5;
float t_8 = (t_1 - fmaf(t_1, (-1.0f * u1), (((0.5f * sqrtf(u1)) * ((1.0f - (0.25f * (1.0f / u1))) * t_0)) * (-1.0f * u1)))) * (u1 * u1);
float tmp;
if (u2 <= 0.10999999940395355f) {
tmp = fmaf(6.28318530718f, t_6, ((u2 * u2) * (((u2 * u2) * (((u2 * u2) * ((-1789.8033942389236f * t_6) - fmaf(-6.579736267393772f, fmaf(-272.01749758700635f, t_6, (0.15915494309188485f * t_7)), fmaf(-1.0471975511966667f, t_7, (0.15915494309188485f * (t_2 * ((-6747.399833653739f * t_4) - (-481.95713097526703f * t_4)))))))) - fmaf(-272.01749758700635f, t_6, (0.15915494309188485f * (powf(((1.0f / u1) - 1.0f), 0.5f) * t_5))))) - (41.341702240407926f * t_6)))) * u2;
} else {
tmp = (powf(t_8, 3.0f) + powf(t_3, 3.0f)) / ((t_8 * t_8) + ((t_3 * t_3) - (t_8 * t_3)));
}
return tmp;
}
function code(cosTheta_i, u1, u2) t_0 = sin(Float32(u2 * Float32(6.28318530718))) t_1 = Float32(Float32(Float32(Float32(1.0) / sqrt(u1)) * Float32(0.5)) * t_0) t_2 = Float32(Float32(Float32(1.0) - u1) / u1) ^ Float32(0.5) t_3 = Float32(sqrt(u1) * t_0) t_4 = Float32(u1 / Float32(Float32(1.0) - u1)) t_5 = Float32(Float32(Float32(1709.1363441345495) * t_4) - Float32(Float32(512.7409032403648) * t_4)) t_6 = t_4 ^ Float32(0.5) t_7 = Float32(t_2 * t_5) t_8 = Float32(Float32(t_1 - fma(t_1, Float32(Float32(-1.0) * u1), Float32(Float32(Float32(Float32(0.5) * sqrt(u1)) * Float32(Float32(Float32(1.0) - Float32(Float32(0.25) * Float32(Float32(1.0) / u1))) * t_0)) * Float32(Float32(-1.0) * u1)))) * Float32(u1 * u1)) tmp = Float32(0.0) if (u2 <= Float32(0.10999999940395355)) tmp = Float32(fma(Float32(6.28318530718), t_6, Float32(Float32(u2 * u2) * Float32(Float32(Float32(u2 * u2) * Float32(Float32(Float32(u2 * u2) * Float32(Float32(Float32(-1789.8033942389236) * t_6) - fma(Float32(-6.579736267393772), fma(Float32(-272.01749758700635), t_6, Float32(Float32(0.15915494309188485) * t_7)), fma(Float32(-1.0471975511966667), t_7, Float32(Float32(0.15915494309188485) * Float32(t_2 * Float32(Float32(Float32(-6747.399833653739) * t_4) - Float32(Float32(-481.95713097526703) * t_4)))))))) - fma(Float32(-272.01749758700635), t_6, Float32(Float32(0.15915494309188485) * Float32((Float32(Float32(Float32(1.0) / u1) - Float32(1.0)) ^ Float32(0.5)) * t_5))))) - Float32(Float32(41.341702240407926) * t_6)))) * u2); else tmp = Float32(Float32((t_8 ^ Float32(3.0)) + (t_3 ^ Float32(3.0))) / Float32(Float32(t_8 * t_8) + Float32(Float32(t_3 * t_3) - Float32(t_8 * t_3)))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sin \left(u2 \cdot 6.28318530718\right)\\
t_1 := \left(\frac{1}{\sqrt{u1}} \cdot 0.5\right) \cdot t\_0\\
t_2 := {\left(\frac{1 - u1}{u1}\right)}^{0.5}\\
t_3 := \sqrt{u1} \cdot t\_0\\
t_4 := \frac{u1}{1 - u1}\\
t_5 := 1709.1363441345495 \cdot t\_4 - 512.7409032403648 \cdot t\_4\\
t_6 := {t\_4}^{0.5}\\
t_7 := t\_2 \cdot t\_5\\
t_8 := \left(t\_1 - \mathsf{fma}\left(t\_1, -1 \cdot u1, \left(\left(0.5 \cdot \sqrt{u1}\right) \cdot \left(\left(1 - 0.25 \cdot \frac{1}{u1}\right) \cdot t\_0\right)\right) \cdot \left(-1 \cdot u1\right)\right)\right) \cdot \left(u1 \cdot u1\right)\\
\mathbf{if}\;u2 \leq 0.10999999940395355:\\
\;\;\;\;\mathsf{fma}\left(6.28318530718, t\_6, \left(u2 \cdot u2\right) \cdot \left(\left(u2 \cdot u2\right) \cdot \left(\left(u2 \cdot u2\right) \cdot \left(-1789.8033942389236 \cdot t\_6 - \mathsf{fma}\left(-6.579736267393772, \mathsf{fma}\left(-272.01749758700635, t\_6, 0.15915494309188485 \cdot t\_7\right), \mathsf{fma}\left(-1.0471975511966667, t\_7, 0.15915494309188485 \cdot \left(t\_2 \cdot \left(-6747.399833653739 \cdot t\_4 - -481.95713097526703 \cdot t\_4\right)\right)\right)\right)\right) - \mathsf{fma}\left(-272.01749758700635, t\_6, 0.15915494309188485 \cdot \left({\left(\frac{1}{u1} - 1\right)}^{0.5} \cdot t\_5\right)\right)\right) - 41.341702240407926 \cdot t\_6\right)\right) \cdot u2\\
\mathbf{else}:\\
\;\;\;\;\frac{{t\_8}^{3} + {t\_3}^{3}}{t\_8 \cdot t\_8 + \left(t\_3 \cdot t\_3 - t\_8 \cdot t\_3\right)}\\
\end{array}
\end{array}
if u2 < 0.109999999Initial program 98.6%
Taylor expanded in u2 around 0
Applied rewrites98.5%
Applied rewrites98.0%
Taylor expanded in u2 around 0
Applied rewrites98.6%
Taylor expanded in u1 around inf
lower--.f32N/A
lift-/.f3298.6
Applied rewrites98.6%
if 0.109999999 < u2 Initial program 96.5%
Taylor expanded in u1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f32N/A
Applied rewrites87.6%
Applied rewrites87.4%
Final simplification97.5%
(FPCore (cosTheta_i u1 u2)
:precision binary32
(let* ((t_0 (pow (/ (- 1.0 u1) u1) 0.5))
(t_1 (sin (* 6.28318530718 u2)))
(t_2 (* t_1 -1.0))
(t_3 (/ u1 (- 1.0 u1)))
(t_4 (- (* 1709.1363441345495 t_3) (* 512.7409032403648 t_3)))
(t_5 (pow t_3 0.5))
(t_6 (/ 1.0 (sqrt u1)))
(t_7 (* 0.5 (* t_6 t_1)))
(t_8 (* t_0 t_4))
(t_9 (* t_6 t_2)))
(if (<= u2 0.10999999940395355)
(*
(fma
6.28318530718
t_5
(*
(* u2 u2)
(-
(*
(* u2 u2)
(-
(*
(* u2 u2)
(-
(* -1789.8033942389236 t_5)
(fma
-6.579736267393772
(fma -272.01749758700635 t_5 (* 0.15915494309188485 t_8))
(fma
-1.0471975511966667
t_8
(*
0.15915494309188485
(*
t_0
(-
(* -6747.399833653739 t_3)
(* -481.95713097526703 t_3))))))))
(fma
-272.01749758700635
t_5
(* 0.15915494309188485 (* (pow (- (/ 1.0 u1) 1.0) 0.5) t_4)))))
(* 41.341702240407926 t_5))))
u2)
(*
(pow u1 4.0)
(fma
-1.0
(/
(+
(/ (fma -1.0 (* (/ 1.0 (pow (pow u1 3.0) 0.5)) t_2) t_7) u1)
(fma 0.125 t_9 t_7))
(* -1.0 u1))
(* -0.5 t_9))))))
float code(float cosTheta_i, float u1, float u2) {
float t_0 = powf(((1.0f - u1) / u1), 0.5f);
float t_1 = sinf((6.28318530718f * u2));
float t_2 = t_1 * -1.0f;
float t_3 = u1 / (1.0f - u1);
float t_4 = (1709.1363441345495f * t_3) - (512.7409032403648f * t_3);
float t_5 = powf(t_3, 0.5f);
float t_6 = 1.0f / sqrtf(u1);
float t_7 = 0.5f * (t_6 * t_1);
float t_8 = t_0 * t_4;
float t_9 = t_6 * t_2;
float tmp;
if (u2 <= 0.10999999940395355f) {
tmp = fmaf(6.28318530718f, t_5, ((u2 * u2) * (((u2 * u2) * (((u2 * u2) * ((-1789.8033942389236f * t_5) - fmaf(-6.579736267393772f, fmaf(-272.01749758700635f, t_5, (0.15915494309188485f * t_8)), fmaf(-1.0471975511966667f, t_8, (0.15915494309188485f * (t_0 * ((-6747.399833653739f * t_3) - (-481.95713097526703f * t_3)))))))) - fmaf(-272.01749758700635f, t_5, (0.15915494309188485f * (powf(((1.0f / u1) - 1.0f), 0.5f) * t_4))))) - (41.341702240407926f * t_5)))) * u2;
} else {
tmp = powf(u1, 4.0f) * fmaf(-1.0f, (((fmaf(-1.0f, ((1.0f / powf(powf(u1, 3.0f), 0.5f)) * t_2), t_7) / u1) + fmaf(0.125f, t_9, t_7)) / (-1.0f * u1)), (-0.5f * t_9));
}
return tmp;
}
function code(cosTheta_i, u1, u2) t_0 = Float32(Float32(Float32(1.0) - u1) / u1) ^ Float32(0.5) t_1 = sin(Float32(Float32(6.28318530718) * u2)) t_2 = Float32(t_1 * Float32(-1.0)) t_3 = Float32(u1 / Float32(Float32(1.0) - u1)) t_4 = Float32(Float32(Float32(1709.1363441345495) * t_3) - Float32(Float32(512.7409032403648) * t_3)) t_5 = t_3 ^ Float32(0.5) t_6 = Float32(Float32(1.0) / sqrt(u1)) t_7 = Float32(Float32(0.5) * Float32(t_6 * t_1)) t_8 = Float32(t_0 * t_4) t_9 = Float32(t_6 * t_2) tmp = Float32(0.0) if (u2 <= Float32(0.10999999940395355)) tmp = Float32(fma(Float32(6.28318530718), t_5, Float32(Float32(u2 * u2) * Float32(Float32(Float32(u2 * u2) * Float32(Float32(Float32(u2 * u2) * Float32(Float32(Float32(-1789.8033942389236) * t_5) - fma(Float32(-6.579736267393772), fma(Float32(-272.01749758700635), t_5, Float32(Float32(0.15915494309188485) * t_8)), fma(Float32(-1.0471975511966667), t_8, Float32(Float32(0.15915494309188485) * Float32(t_0 * Float32(Float32(Float32(-6747.399833653739) * t_3) - Float32(Float32(-481.95713097526703) * t_3)))))))) - fma(Float32(-272.01749758700635), t_5, Float32(Float32(0.15915494309188485) * Float32((Float32(Float32(Float32(1.0) / u1) - Float32(1.0)) ^ Float32(0.5)) * t_4))))) - Float32(Float32(41.341702240407926) * t_5)))) * u2); else tmp = Float32((u1 ^ Float32(4.0)) * fma(Float32(-1.0), Float32(Float32(Float32(fma(Float32(-1.0), Float32(Float32(Float32(1.0) / ((u1 ^ Float32(3.0)) ^ Float32(0.5))) * t_2), t_7) / u1) + fma(Float32(0.125), t_9, t_7)) / Float32(Float32(-1.0) * u1)), Float32(Float32(-0.5) * t_9))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(\frac{1 - u1}{u1}\right)}^{0.5}\\
t_1 := \sin \left(6.28318530718 \cdot u2\right)\\
t_2 := t\_1 \cdot -1\\
t_3 := \frac{u1}{1 - u1}\\
t_4 := 1709.1363441345495 \cdot t\_3 - 512.7409032403648 \cdot t\_3\\
t_5 := {t\_3}^{0.5}\\
t_6 := \frac{1}{\sqrt{u1}}\\
t_7 := 0.5 \cdot \left(t\_6 \cdot t\_1\right)\\
t_8 := t\_0 \cdot t\_4\\
t_9 := t\_6 \cdot t\_2\\
\mathbf{if}\;u2 \leq 0.10999999940395355:\\
\;\;\;\;\mathsf{fma}\left(6.28318530718, t\_5, \left(u2 \cdot u2\right) \cdot \left(\left(u2 \cdot u2\right) \cdot \left(\left(u2 \cdot u2\right) \cdot \left(-1789.8033942389236 \cdot t\_5 - \mathsf{fma}\left(-6.579736267393772, \mathsf{fma}\left(-272.01749758700635, t\_5, 0.15915494309188485 \cdot t\_8\right), \mathsf{fma}\left(-1.0471975511966667, t\_8, 0.15915494309188485 \cdot \left(t\_0 \cdot \left(-6747.399833653739 \cdot t\_3 - -481.95713097526703 \cdot t\_3\right)\right)\right)\right)\right) - \mathsf{fma}\left(-272.01749758700635, t\_5, 0.15915494309188485 \cdot \left({\left(\frac{1}{u1} - 1\right)}^{0.5} \cdot t\_4\right)\right)\right) - 41.341702240407926 \cdot t\_5\right)\right) \cdot u2\\
\mathbf{else}:\\
\;\;\;\;{u1}^{4} \cdot \mathsf{fma}\left(-1, \frac{\frac{\mathsf{fma}\left(-1, \frac{1}{{\left({u1}^{3}\right)}^{0.5}} \cdot t\_2, t\_7\right)}{u1} + \mathsf{fma}\left(0.125, t\_9, t\_7\right)}{-1 \cdot u1}, -0.5 \cdot t\_9\right)\\
\end{array}
\end{array}
if u2 < 0.109999999Initial program 98.6%
Taylor expanded in u2 around 0
Applied rewrites98.5%
Applied rewrites98.0%
Taylor expanded in u2 around 0
Applied rewrites98.6%
Taylor expanded in u1 around inf
lower--.f32N/A
lift-/.f3298.6
Applied rewrites98.6%
if 0.109999999 < u2 Initial program 96.5%
Taylor expanded in u1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f32N/A
Applied rewrites87.6%
Taylor expanded in u1 around -inf
Applied rewrites87.2%
Final simplification97.5%
(FPCore (cosTheta_i u1 u2)
:precision binary32
(let* ((t_0 (sin (* 6.28318530718 u2)))
(t_1 (* t_0 -1.0))
(t_2 (/ 1.0 (sqrt u1)))
(t_3 (* 0.5 (* t_2 t_0)))
(t_4 (* -1.0 (* u2 u2)))
(t_5
(sqrt
(/
(* u1 (- 1.0 (* -1.0 u1)))
(/ (- 1.0 (pow u1 4.0)) (+ 1.0 (* u1 u1))))))
(t_6 (* t_2 t_1)))
(if (<= u2 0.10999999940395355)
(*
u2
(-
(* 6.28318530718 t_5)
(*
t_4
(-
(* -41.341702240407926 t_5)
(*
t_4
(+
(* -76.70585975309672 (* t_5 (* u2 u2)))
(* (* -1.0 -81.6052492761019) t_5)))))))
(*
(pow u1 4.0)
(fma
-1.0
(/
(+
(/ (fma -1.0 (* (/ 1.0 (pow (pow u1 3.0) 0.5)) t_1) t_3) u1)
(fma 0.125 t_6 t_3))
(* -1.0 u1))
(* -0.5 t_6))))))
float code(float cosTheta_i, float u1, float u2) {
float t_0 = sinf((6.28318530718f * u2));
float t_1 = t_0 * -1.0f;
float t_2 = 1.0f / sqrtf(u1);
float t_3 = 0.5f * (t_2 * t_0);
float t_4 = -1.0f * (u2 * u2);
float t_5 = sqrtf(((u1 * (1.0f - (-1.0f * u1))) / ((1.0f - powf(u1, 4.0f)) / (1.0f + (u1 * u1)))));
float t_6 = t_2 * t_1;
float tmp;
if (u2 <= 0.10999999940395355f) {
tmp = u2 * ((6.28318530718f * t_5) - (t_4 * ((-41.341702240407926f * t_5) - (t_4 * ((-76.70585975309672f * (t_5 * (u2 * u2))) + ((-1.0f * -81.6052492761019f) * t_5))))));
} else {
tmp = powf(u1, 4.0f) * fmaf(-1.0f, (((fmaf(-1.0f, ((1.0f / powf(powf(u1, 3.0f), 0.5f)) * t_1), t_3) / u1) + fmaf(0.125f, t_6, t_3)) / (-1.0f * u1)), (-0.5f * t_6));
}
return tmp;
}
function code(cosTheta_i, u1, u2) t_0 = sin(Float32(Float32(6.28318530718) * u2)) t_1 = Float32(t_0 * Float32(-1.0)) t_2 = Float32(Float32(1.0) / sqrt(u1)) t_3 = Float32(Float32(0.5) * Float32(t_2 * t_0)) t_4 = Float32(Float32(-1.0) * Float32(u2 * u2)) t_5 = sqrt(Float32(Float32(u1 * Float32(Float32(1.0) - Float32(Float32(-1.0) * u1))) / Float32(Float32(Float32(1.0) - (u1 ^ Float32(4.0))) / Float32(Float32(1.0) + Float32(u1 * u1))))) t_6 = Float32(t_2 * t_1) tmp = Float32(0.0) if (u2 <= Float32(0.10999999940395355)) tmp = Float32(u2 * Float32(Float32(Float32(6.28318530718) * t_5) - Float32(t_4 * Float32(Float32(Float32(-41.341702240407926) * t_5) - Float32(t_4 * Float32(Float32(Float32(-76.70585975309672) * Float32(t_5 * Float32(u2 * u2))) + Float32(Float32(Float32(-1.0) * Float32(-81.6052492761019)) * t_5))))))); else tmp = Float32((u1 ^ Float32(4.0)) * fma(Float32(-1.0), Float32(Float32(Float32(fma(Float32(-1.0), Float32(Float32(Float32(1.0) / ((u1 ^ Float32(3.0)) ^ Float32(0.5))) * t_1), t_3) / u1) + fma(Float32(0.125), t_6, t_3)) / Float32(Float32(-1.0) * u1)), Float32(Float32(-0.5) * t_6))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sin \left(6.28318530718 \cdot u2\right)\\
t_1 := t\_0 \cdot -1\\
t_2 := \frac{1}{\sqrt{u1}}\\
t_3 := 0.5 \cdot \left(t\_2 \cdot t\_0\right)\\
t_4 := -1 \cdot \left(u2 \cdot u2\right)\\
t_5 := \sqrt{\frac{u1 \cdot \left(1 - -1 \cdot u1\right)}{\frac{1 - {u1}^{4}}{1 + u1 \cdot u1}}}\\
t_6 := t\_2 \cdot t\_1\\
\mathbf{if}\;u2 \leq 0.10999999940395355:\\
\;\;\;\;u2 \cdot \left(6.28318530718 \cdot t\_5 - t\_4 \cdot \left(-41.341702240407926 \cdot t\_5 - t\_4 \cdot \left(-76.70585975309672 \cdot \left(t\_5 \cdot \left(u2 \cdot u2\right)\right) + \left(-1 \cdot -81.6052492761019\right) \cdot t\_5\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;{u1}^{4} \cdot \mathsf{fma}\left(-1, \frac{\frac{\mathsf{fma}\left(-1, \frac{1}{{\left({u1}^{3}\right)}^{0.5}} \cdot t\_1, t\_3\right)}{u1} + \mathsf{fma}\left(0.125, t\_6, t\_3\right)}{-1 \cdot u1}, -0.5 \cdot t\_6\right)\\
\end{array}
\end{array}
if u2 < 0.109999999Initial program 98.6%
lift--.f32N/A
flip--N/A
lower-/.f32N/A
metadata-evalN/A
unpow2N/A
lower--.f32N/A
unpow2N/A
lower-*.f32N/A
lower-+.f3298.5
Applied rewrites98.5%
Taylor expanded in u2 around 0
Applied rewrites98.4%
if 0.109999999 < u2 Initial program 96.5%
Taylor expanded in u1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f32N/A
Applied rewrites87.6%
Taylor expanded in u1 around -inf
Applied rewrites87.2%
Final simplification97.3%
(FPCore (cosTheta_i u1 u2) :precision binary32 (* (exp (* (log (/ u1 (- 1.0 u1))) 0.5)) (sin (* 6.28318530718 u2))))
float code(float cosTheta_i, float u1, float u2) {
return expf((logf((u1 / (1.0f - u1))) * 0.5f)) * sinf((6.28318530718f * u2));
}
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(4) function code(costheta_i, u1, u2)
use fmin_fmax_functions
real(4), intent (in) :: costheta_i
real(4), intent (in) :: u1
real(4), intent (in) :: u2
code = exp((log((u1 / (1.0e0 - u1))) * 0.5e0)) * sin((6.28318530718e0 * u2))
end function
function code(cosTheta_i, u1, u2) return Float32(exp(Float32(log(Float32(u1 / Float32(Float32(1.0) - u1))) * Float32(0.5))) * sin(Float32(Float32(6.28318530718) * u2))) end
function tmp = code(cosTheta_i, u1, u2) tmp = exp((log((u1 / (single(1.0) - u1))) * single(0.5))) * sin((single(6.28318530718) * u2)); end
\begin{array}{l}
\\
e^{\log \left(\frac{u1}{1 - u1}\right) \cdot 0.5} \cdot \sin \left(6.28318530718 \cdot u2\right)
\end{array}
Initial program 98.4%
lift--.f32N/A
flip--N/A
lower-/.f32N/A
metadata-evalN/A
unpow2N/A
lower--.f32N/A
unpow2N/A
lower-*.f32N/A
lower-+.f3298.3
Applied rewrites98.3%
lift-sqrt.f32N/A
lift-/.f32N/A
lift-+.f32N/A
lift-/.f32N/A
lift--.f32N/A
lift-*.f32N/A
pow1/2N/A
pow2N/A
metadata-evalN/A
pow2N/A
flip--N/A
pow-to-expN/A
lower-exp.f32N/A
lower-*.f32N/A
lower-log.f32N/A
lift-/.f32N/A
lift--.f3296.2
Applied rewrites96.2%
(FPCore (cosTheta_i u1 u2)
:precision binary32
(let* ((t_0 (sin (* 6.28318530718 u2)))
(t_1 (* t_0 -1.0))
(t_2 (/ 1.0 (sqrt u1)))
(t_3 (* 0.5 (* t_2 t_0)))
(t_4 (* t_2 t_1)))
(*
(pow u1 4.0)
(fma
-1.0
(/
(+
(/ (fma -1.0 (* (/ 1.0 (pow (pow u1 3.0) 0.5)) t_1) t_3) u1)
(fma 0.125 t_4 t_3))
(* -1.0 u1))
(* -0.5 t_4)))))
float code(float cosTheta_i, float u1, float u2) {
float t_0 = sinf((6.28318530718f * u2));
float t_1 = t_0 * -1.0f;
float t_2 = 1.0f / sqrtf(u1);
float t_3 = 0.5f * (t_2 * t_0);
float t_4 = t_2 * t_1;
return powf(u1, 4.0f) * fmaf(-1.0f, (((fmaf(-1.0f, ((1.0f / powf(powf(u1, 3.0f), 0.5f)) * t_1), t_3) / u1) + fmaf(0.125f, t_4, t_3)) / (-1.0f * u1)), (-0.5f * t_4));
}
function code(cosTheta_i, u1, u2) t_0 = sin(Float32(Float32(6.28318530718) * u2)) t_1 = Float32(t_0 * Float32(-1.0)) t_2 = Float32(Float32(1.0) / sqrt(u1)) t_3 = Float32(Float32(0.5) * Float32(t_2 * t_0)) t_4 = Float32(t_2 * t_1) return Float32((u1 ^ Float32(4.0)) * fma(Float32(-1.0), Float32(Float32(Float32(fma(Float32(-1.0), Float32(Float32(Float32(1.0) / ((u1 ^ Float32(3.0)) ^ Float32(0.5))) * t_1), t_3) / u1) + fma(Float32(0.125), t_4, t_3)) / Float32(Float32(-1.0) * u1)), Float32(Float32(-0.5) * t_4))) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sin \left(6.28318530718 \cdot u2\right)\\
t_1 := t\_0 \cdot -1\\
t_2 := \frac{1}{\sqrt{u1}}\\
t_3 := 0.5 \cdot \left(t\_2 \cdot t\_0\right)\\
t_4 := t\_2 \cdot t\_1\\
{u1}^{4} \cdot \mathsf{fma}\left(-1, \frac{\frac{\mathsf{fma}\left(-1, \frac{1}{{\left({u1}^{3}\right)}^{0.5}} \cdot t\_1, t\_3\right)}{u1} + \mathsf{fma}\left(0.125, t\_4, t\_3\right)}{-1 \cdot u1}, -0.5 \cdot t\_4\right)
\end{array}
\end{array}
Initial program 98.4%
Taylor expanded in u1 around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f32N/A
Applied rewrites92.4%
Taylor expanded in u1 around -inf
Applied rewrites91.9%
Final simplification91.9%
(FPCore (cosTheta_i u1 u2)
:precision binary32
(let* ((t_0 (- 1.0 (* 0.25 (/ 1.0 u1))))
(t_1 (* -1.0 (* u2 u2)))
(t_2 (/ 1.0 (sqrt u1)))
(t_3
(*
u2
(fma
3.14159265359
t_2
(*
(* u2 u2)
(fma
-20.670851120203963
t_2
(*
(* u2 u2)
(-
(* -38.35292987654836 (* (* -1.0 t_2) t_1))
(* -40.80262463805095 t_2))))))))
(t_4 (* t_2 t_0)))
(fma
u2
(fma
6.28318530718
(sqrt u1)
(*
(* u2 u2)
(fma
-41.341702240407926
(sqrt u1)
(*
(* u2 u2)
(-
(* -76.70585975309672 (* (* -1.0 (sqrt u1)) t_1))
(* -81.6052492761019 (sqrt u1)))))))
(*
(* u1 u1)
(fma
u1
(fma
u1
(*
u2
(fma
3.14159265359
t_4
(*
(* u2 u2)
(fma
-20.670851120203963
t_4
(*
(* u2 u2)
(+
(* -38.35292987654836 (* t_2 (* t_1 (* -1.0 t_0))))
(* (* -1.0 -40.80262463805095) t_4)))))))
t_3)
t_3)))))
float code(float cosTheta_i, float u1, float u2) {
float t_0 = 1.0f - (0.25f * (1.0f / u1));
float t_1 = -1.0f * (u2 * u2);
float t_2 = 1.0f / sqrtf(u1);
float t_3 = u2 * fmaf(3.14159265359f, t_2, ((u2 * u2) * fmaf(-20.670851120203963f, t_2, ((u2 * u2) * ((-38.35292987654836f * ((-1.0f * t_2) * t_1)) - (-40.80262463805095f * t_2))))));
float t_4 = t_2 * t_0;
return fmaf(u2, fmaf(6.28318530718f, sqrtf(u1), ((u2 * u2) * fmaf(-41.341702240407926f, sqrtf(u1), ((u2 * u2) * ((-76.70585975309672f * ((-1.0f * sqrtf(u1)) * t_1)) - (-81.6052492761019f * sqrtf(u1))))))), ((u1 * u1) * fmaf(u1, fmaf(u1, (u2 * fmaf(3.14159265359f, t_4, ((u2 * u2) * fmaf(-20.670851120203963f, t_4, ((u2 * u2) * ((-38.35292987654836f * (t_2 * (t_1 * (-1.0f * t_0)))) + ((-1.0f * -40.80262463805095f) * t_4))))))), t_3), t_3)));
}
function code(cosTheta_i, u1, u2) t_0 = Float32(Float32(1.0) - Float32(Float32(0.25) * Float32(Float32(1.0) / u1))) t_1 = Float32(Float32(-1.0) * Float32(u2 * u2)) t_2 = Float32(Float32(1.0) / sqrt(u1)) t_3 = Float32(u2 * fma(Float32(3.14159265359), t_2, Float32(Float32(u2 * u2) * fma(Float32(-20.670851120203963), t_2, Float32(Float32(u2 * u2) * Float32(Float32(Float32(-38.35292987654836) * Float32(Float32(Float32(-1.0) * t_2) * t_1)) - Float32(Float32(-40.80262463805095) * t_2))))))) t_4 = Float32(t_2 * t_0) return fma(u2, fma(Float32(6.28318530718), sqrt(u1), Float32(Float32(u2 * u2) * fma(Float32(-41.341702240407926), sqrt(u1), Float32(Float32(u2 * u2) * Float32(Float32(Float32(-76.70585975309672) * Float32(Float32(Float32(-1.0) * sqrt(u1)) * t_1)) - Float32(Float32(-81.6052492761019) * sqrt(u1))))))), Float32(Float32(u1 * u1) * fma(u1, fma(u1, Float32(u2 * fma(Float32(3.14159265359), t_4, Float32(Float32(u2 * u2) * fma(Float32(-20.670851120203963), t_4, Float32(Float32(u2 * u2) * Float32(Float32(Float32(-38.35292987654836) * Float32(t_2 * Float32(t_1 * Float32(Float32(-1.0) * t_0)))) + Float32(Float32(Float32(-1.0) * Float32(-40.80262463805095)) * t_4))))))), t_3), t_3))) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 - 0.25 \cdot \frac{1}{u1}\\
t_1 := -1 \cdot \left(u2 \cdot u2\right)\\
t_2 := \frac{1}{\sqrt{u1}}\\
t_3 := u2 \cdot \mathsf{fma}\left(3.14159265359, t\_2, \left(u2 \cdot u2\right) \cdot \mathsf{fma}\left(-20.670851120203963, t\_2, \left(u2 \cdot u2\right) \cdot \left(-38.35292987654836 \cdot \left(\left(-1 \cdot t\_2\right) \cdot t\_1\right) - -40.80262463805095 \cdot t\_2\right)\right)\right)\\
t_4 := t\_2 \cdot t\_0\\
\mathsf{fma}\left(u2, \mathsf{fma}\left(6.28318530718, \sqrt{u1}, \left(u2 \cdot u2\right) \cdot \mathsf{fma}\left(-41.341702240407926, \sqrt{u1}, \left(u2 \cdot u2\right) \cdot \left(-76.70585975309672 \cdot \left(\left(-1 \cdot \sqrt{u1}\right) \cdot t\_1\right) - -81.6052492761019 \cdot \sqrt{u1}\right)\right)\right), \left(u1 \cdot u1\right) \cdot \mathsf{fma}\left(u1, \mathsf{fma}\left(u1, u2 \cdot \mathsf{fma}\left(3.14159265359, t\_4, \left(u2 \cdot u2\right) \cdot \mathsf{fma}\left(-20.670851120203963, t\_4, \left(u2 \cdot u2\right) \cdot \left(-38.35292987654836 \cdot \left(t\_2 \cdot \left(t\_1 \cdot \left(-1 \cdot t\_0\right)\right)\right) + \left(-1 \cdot -40.80262463805095\right) \cdot t\_4\right)\right)\right), t\_3\right), t\_3\right)\right)
\end{array}
\end{array}
Initial program 98.4%
Taylor expanded in u2 around 0
Applied rewrites94.1%
Taylor expanded in u2 around -inf
Applied rewrites55.1%
Taylor expanded in u1 around 0
Applied rewrites89.1%
Final simplification89.1%
(FPCore (cosTheta_i u1 u2)
:precision binary32
(let* ((t_0 (- 1.0 (* 0.25 (/ 1.0 u1))))
(t_1 (* -1.0 (* u2 u2)))
(t_2 (/ 1.0 (sqrt u1)))
(t_3 (* t_2 t_0))
(t_4 (* (* -1.0 t_2) t_1))
(t_5
(*
u2
(fma
3.14159265359
t_2
(*
(* u2 u2)
(fma
-20.670851120203963
t_2
(*
(* u2 u2)
(- (* -38.35292987654836 t_4) (* -40.80262463805095 t_2)))))))))
(fma
u2
(*
u1
(fma
6.28318530718
t_2
(*
(* u2 u2)
(fma
-41.341702240407926
t_2
(*
(* u2 u2)
(- (* -76.70585975309672 t_4) (* -81.6052492761019 t_2)))))))
(*
(* u1 u1)
(fma
u1
(fma
u1
(*
u2
(fma
3.14159265359
t_3
(*
(* u2 u2)
(fma
-20.670851120203963
t_3
(*
(* u2 u2)
(+
(* -38.35292987654836 (* t_2 (* t_1 (* -1.0 t_0))))
(* (* -1.0 -40.80262463805095) t_3)))))))
t_5)
t_5)))))
float code(float cosTheta_i, float u1, float u2) {
float t_0 = 1.0f - (0.25f * (1.0f / u1));
float t_1 = -1.0f * (u2 * u2);
float t_2 = 1.0f / sqrtf(u1);
float t_3 = t_2 * t_0;
float t_4 = (-1.0f * t_2) * t_1;
float t_5 = u2 * fmaf(3.14159265359f, t_2, ((u2 * u2) * fmaf(-20.670851120203963f, t_2, ((u2 * u2) * ((-38.35292987654836f * t_4) - (-40.80262463805095f * t_2))))));
return fmaf(u2, (u1 * fmaf(6.28318530718f, t_2, ((u2 * u2) * fmaf(-41.341702240407926f, t_2, ((u2 * u2) * ((-76.70585975309672f * t_4) - (-81.6052492761019f * t_2))))))), ((u1 * u1) * fmaf(u1, fmaf(u1, (u2 * fmaf(3.14159265359f, t_3, ((u2 * u2) * fmaf(-20.670851120203963f, t_3, ((u2 * u2) * ((-38.35292987654836f * (t_2 * (t_1 * (-1.0f * t_0)))) + ((-1.0f * -40.80262463805095f) * t_3))))))), t_5), t_5)));
}
function code(cosTheta_i, u1, u2) t_0 = Float32(Float32(1.0) - Float32(Float32(0.25) * Float32(Float32(1.0) / u1))) t_1 = Float32(Float32(-1.0) * Float32(u2 * u2)) t_2 = Float32(Float32(1.0) / sqrt(u1)) t_3 = Float32(t_2 * t_0) t_4 = Float32(Float32(Float32(-1.0) * t_2) * t_1) t_5 = Float32(u2 * fma(Float32(3.14159265359), t_2, Float32(Float32(u2 * u2) * fma(Float32(-20.670851120203963), t_2, Float32(Float32(u2 * u2) * Float32(Float32(Float32(-38.35292987654836) * t_4) - Float32(Float32(-40.80262463805095) * t_2))))))) return fma(u2, Float32(u1 * fma(Float32(6.28318530718), t_2, Float32(Float32(u2 * u2) * fma(Float32(-41.341702240407926), t_2, Float32(Float32(u2 * u2) * Float32(Float32(Float32(-76.70585975309672) * t_4) - Float32(Float32(-81.6052492761019) * t_2))))))), Float32(Float32(u1 * u1) * fma(u1, fma(u1, Float32(u2 * fma(Float32(3.14159265359), t_3, Float32(Float32(u2 * u2) * fma(Float32(-20.670851120203963), t_3, Float32(Float32(u2 * u2) * Float32(Float32(Float32(-38.35292987654836) * Float32(t_2 * Float32(t_1 * Float32(Float32(-1.0) * t_0)))) + Float32(Float32(Float32(-1.0) * Float32(-40.80262463805095)) * t_3))))))), t_5), t_5))) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 - 0.25 \cdot \frac{1}{u1}\\
t_1 := -1 \cdot \left(u2 \cdot u2\right)\\
t_2 := \frac{1}{\sqrt{u1}}\\
t_3 := t\_2 \cdot t\_0\\
t_4 := \left(-1 \cdot t\_2\right) \cdot t\_1\\
t_5 := u2 \cdot \mathsf{fma}\left(3.14159265359, t\_2, \left(u2 \cdot u2\right) \cdot \mathsf{fma}\left(-20.670851120203963, t\_2, \left(u2 \cdot u2\right) \cdot \left(-38.35292987654836 \cdot t\_4 - -40.80262463805095 \cdot t\_2\right)\right)\right)\\
\mathsf{fma}\left(u2, u1 \cdot \mathsf{fma}\left(6.28318530718, t\_2, \left(u2 \cdot u2\right) \cdot \mathsf{fma}\left(-41.341702240407926, t\_2, \left(u2 \cdot u2\right) \cdot \left(-76.70585975309672 \cdot t\_4 - -81.6052492761019 \cdot t\_2\right)\right)\right), \left(u1 \cdot u1\right) \cdot \mathsf{fma}\left(u1, \mathsf{fma}\left(u1, u2 \cdot \mathsf{fma}\left(3.14159265359, t\_3, \left(u2 \cdot u2\right) \cdot \mathsf{fma}\left(-20.670851120203963, t\_3, \left(u2 \cdot u2\right) \cdot \left(-38.35292987654836 \cdot \left(t\_2 \cdot \left(t\_1 \cdot \left(-1 \cdot t\_0\right)\right)\right) + \left(-1 \cdot -40.80262463805095\right) \cdot t\_3\right)\right)\right), t\_5\right), t\_5\right)\right)
\end{array}
\end{array}
Initial program 98.4%
Taylor expanded in u2 around 0
Applied rewrites94.1%
Taylor expanded in u2 around -inf
Applied rewrites55.1%
Taylor expanded in u1 around 0
Applied rewrites89.1%
Taylor expanded in u1 around inf
Applied rewrites88.8%
Final simplification88.8%
(FPCore (cosTheta_i u1 u2)
:precision binary32
(let* ((t_0 (pow (/ u1 (- 1.0 u1)) 0.5)))
(*
(* -1.0 (pow u2 7.0))
(fma
-81.6052492761019
(* t_0 (/ -1.0 (* -1.0 (* u2 u2))))
(fma
-6.28318530718
(* t_0 (/ 1.0 (pow u2 6.0)))
(fma
41.341702240407926
(* t_0 (/ 1.0 (pow u2 4.0)))
(* 76.70585975309672 t_0)))))))
float code(float cosTheta_i, float u1, float u2) {
float t_0 = powf((u1 / (1.0f - u1)), 0.5f);
return (-1.0f * powf(u2, 7.0f)) * fmaf(-81.6052492761019f, (t_0 * (-1.0f / (-1.0f * (u2 * u2)))), fmaf(-6.28318530718f, (t_0 * (1.0f / powf(u2, 6.0f))), fmaf(41.341702240407926f, (t_0 * (1.0f / powf(u2, 4.0f))), (76.70585975309672f * t_0))));
}
function code(cosTheta_i, u1, u2) t_0 = Float32(u1 / Float32(Float32(1.0) - u1)) ^ Float32(0.5) return Float32(Float32(Float32(-1.0) * (u2 ^ Float32(7.0))) * fma(Float32(-81.6052492761019), Float32(t_0 * Float32(Float32(-1.0) / Float32(Float32(-1.0) * Float32(u2 * u2)))), fma(Float32(-6.28318530718), Float32(t_0 * Float32(Float32(1.0) / (u2 ^ Float32(6.0)))), fma(Float32(41.341702240407926), Float32(t_0 * Float32(Float32(1.0) / (u2 ^ Float32(4.0)))), Float32(Float32(76.70585975309672) * t_0))))) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(\frac{u1}{1 - u1}\right)}^{0.5}\\
\left(-1 \cdot {u2}^{7}\right) \cdot \mathsf{fma}\left(-81.6052492761019, t\_0 \cdot \frac{-1}{-1 \cdot \left(u2 \cdot u2\right)}, \mathsf{fma}\left(-6.28318530718, t\_0 \cdot \frac{1}{{u2}^{6}}, \mathsf{fma}\left(41.341702240407926, t\_0 \cdot \frac{1}{{u2}^{4}}, 76.70585975309672 \cdot t\_0\right)\right)\right)
\end{array}
\end{array}
Initial program 98.4%
Taylor expanded in u2 around 0
Applied rewrites94.1%
Taylor expanded in u2 around -inf
Applied rewrites55.1%
Final simplification55.1%
herbie shell --seed 2025064
(FPCore (cosTheta_i u1 u2)
:name "Trowbridge-Reitz Sample, near normal, slope_y"
:precision binary32
:pre (and (and (and (> cosTheta_i 0.9999) (<= cosTheta_i 1.0)) (and (<= 2.328306437e-10 u1) (<= u1 1.0))) (and (<= 2.328306437e-10 u2) (<= u2 1.0)))
(* (sqrt (/ u1 (- 1.0 u1))) (sin (* 6.28318530718 u2))))