
(FPCore (ux uy maxCos) :precision binary32 (let* ((t_0 (+ (- 1.0 ux) (* ux maxCos)))) (* (cos (* (* uy 2.0) (PI))) (sqrt (- 1.0 (* t_0 t_0))))))
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - ux\right) + ux \cdot maxCos\\
\cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{1 - t\_0 \cdot t\_0}
\end{array}
\end{array}
Sampling outcomes in binary32 precision:
Herbie found 17 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (ux uy maxCos) :precision binary32 (let* ((t_0 (+ (- 1.0 ux) (* ux maxCos)))) (* (cos (* (* uy 2.0) (PI))) (sqrt (- 1.0 (* t_0 t_0))))))
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - ux\right) + ux \cdot maxCos\\
\cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{1 - t\_0 \cdot t\_0}
\end{array}
\end{array}
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (cos (* (* uy 2.0) (PI)))))
(if (<= maxCos 5.999999976025183e-12)
(* t_0 (sqrt (* (* (- (/ 2.0 ux) 1.0) ux) ux)))
(*
t_0
(sqrt
(*
(*
(* maxCos maxCos)
(+
(/ (- (/ 2.0 (* maxCos maxCos)) (/ 2.0 maxCos)) ux)
(- (- (/ 2.0 maxCos) 1.0) (/ 1.0 (* maxCos maxCos)))))
(* ux ux)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right)\\
\mathbf{if}\;maxCos \leq 5.999999976025183 \cdot 10^{-12}:\\
\;\;\;\;t\_0 \cdot \sqrt{\left(\left(\frac{2}{ux} - 1\right) \cdot ux\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;t\_0 \cdot \sqrt{\left(\left(maxCos \cdot maxCos\right) \cdot \left(\frac{\frac{2}{maxCos \cdot maxCos} - \frac{2}{maxCos}}{ux} + \left(\left(\frac{2}{maxCos} - 1\right) - \frac{1}{maxCos \cdot maxCos}\right)\right)\right) \cdot \left(ux \cdot ux\right)}\\
\end{array}
\end{array}
if maxCos < 5.99999998e-12Initial program 58.0%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3271.5
Applied rewrites71.5%
Taylor expanded in maxCos around 0
Applied rewrites98.8%
if 5.99999998e-12 < maxCos Initial program 62.9%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3261.6
Applied rewrites61.6%
Taylor expanded in maxCos around inf
Applied rewrites98.7%
Taylor expanded in ux around inf
Applied rewrites98.9%
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (+ (- 1.0 ux) (* ux maxCos))))
(if (<=
(* (cos (* (* uy 2.0) (PI))) (sqrt (- 1.0 (* t_0 t_0))))
0.023499999195337296)
(* (cos (* (* (PI) uy) -2.0)) (sqrt (* (fma -2.0 maxCos 2.0) ux)))
(*
(+ 1.0 (* (* (* (* uy uy) -2.0) (PI)) (PI)))
(sqrt (- 1.0 (* (- 1.0 (- ux (* ux maxCos))) t_0)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - ux\right) + ux \cdot maxCos\\
\mathbf{if}\;\cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{1 - t\_0 \cdot t\_0} \leq 0.023499999195337296:\\
\;\;\;\;\cos \left(\left(\mathsf{PI}\left(\right) \cdot uy\right) \cdot -2\right) \cdot \sqrt{\mathsf{fma}\left(-2, maxCos, 2\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;\left(1 + \left(\left(\left(uy \cdot uy\right) \cdot -2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{1 - \left(1 - \left(ux - ux \cdot maxCos\right)\right) \cdot t\_0}\\
\end{array}
\end{array}
if (*.f32 (cos.f32 (*.f32 (*.f32 uy #s(literal 2 binary32)) (PI.f32))) (sqrt.f32 (-.f32 #s(literal 1 binary32) (*.f32 (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)) (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)))))) < 0.0234999992Initial program 42.7%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3265.9
Applied rewrites66.5%
Applied rewrites98.7%
lift-*.f32N/A
*-commutativeN/A
lift-PI.f32N/A
add-cube-cbrtN/A
associate-*l*N/A
lower-*.f32N/A
pow2N/A
lower-pow.f32N/A
lift-PI.f32N/A
lower-cbrt.f32N/A
lower-*.f32N/A
lift-PI.f32N/A
lower-cbrt.f3298.5
Applied rewrites98.5%
Taylor expanded in ux around 0
*-commutativeN/A
lower-*.f32N/A
cos-neg-revN/A
lower-cos.f32N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
lower-*.f32N/A
*-commutativeN/A
lower-*.f32N/A
lower-PI.f32N/A
lower-sqrt.f32N/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
*-commutativeN/A
lower-*.f32N/A
+-commutativeN/A
lower-fma.f3262.3
Applied rewrites62.3%
if 0.0234999992 < (*.f32 (cos.f32 (*.f32 (*.f32 uy #s(literal 2 binary32)) (PI.f32))) (sqrt.f32 (-.f32 #s(literal 1 binary32) (*.f32 (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)) (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)))))) Initial program 89.8%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3278.9
Applied rewrites78.9%
Applied rewrites84.7%
lift-+.f32N/A
lift--.f32N/A
associate-+l-N/A
lower--.f32N/A
lower--.f3284.8
Applied rewrites84.8%
Final simplification70.3%
(FPCore (ux uy maxCos) :precision binary32 (* (cos (* (* uy 2.0) (PI))) (sqrt (* (- (/ (- 2.0 (* 2.0 maxCos)) ux) (pow (- maxCos 1.0) 2.0)) (* ux ux)))))
\begin{array}{l}
\\
\cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{\left(\frac{2 - 2 \cdot maxCos}{ux} - {\left(maxCos - 1\right)}^{2}\right) \cdot \left(ux \cdot ux\right)}
\end{array}
Initial program 59.5%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3268.6
Applied rewrites68.6%
Applied rewrites98.8%
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (+ (- 1.0 ux) (* ux maxCos))) (t_1 (* (* uy uy) -2.0)))
(if (<=
(* (cos (* (* uy 2.0) (PI))) (sqrt (- 1.0 (* t_0 t_0))))
0.023499999195337296)
(* (+ 1.0 (* (* t_1 (PI)) (PI))) (sqrt (* (fma -2.0 maxCos 2.0) ux)))
(* (fma t_1 (* (PI) (PI)) 1.0) (sqrt (- 1.0 (* t_0 (- 1.0 ux))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - ux\right) + ux \cdot maxCos\\
t_1 := \left(uy \cdot uy\right) \cdot -2\\
\mathbf{if}\;\cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{1 - t\_0 \cdot t\_0} \leq 0.023499999195337296:\\
\;\;\;\;\left(1 + \left(t\_1 \cdot \mathsf{PI}\left(\right)\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{\mathsf{fma}\left(-2, maxCos, 2\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(t\_1, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), 1\right) \cdot \sqrt{1 - t\_0 \cdot \left(1 - ux\right)}\\
\end{array}
\end{array}
if (*.f32 (cos.f32 (*.f32 (*.f32 uy #s(literal 2 binary32)) (PI.f32))) (sqrt.f32 (-.f32 #s(literal 1 binary32) (*.f32 (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)) (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)))))) < 0.0234999992Initial program 42.7%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3236.5
Applied rewrites36.1%
Applied rewrites38.1%
Taylor expanded in ux around 0
metadata-evalN/A
fp-cancel-sign-sub-invN/A
*-commutativeN/A
lower-*.f32N/A
+-commutativeN/A
lower-fma.f3275.1
Applied rewrites67.8%
if 0.0234999992 < (*.f32 (cos.f32 (*.f32 (*.f32 uy #s(literal 2 binary32)) (PI.f32))) (sqrt.f32 (-.f32 #s(literal 1 binary32) (*.f32 (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)) (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)))))) Initial program 89.8%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3278.9
Applied rewrites78.1%
Taylor expanded in maxCos around 0
lower--.f3273.9
Applied rewrites73.9%
Final simplification74.7%
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (- (/ 2.0 ux) 1.0)) (t_1 (cos (* (* uy 2.0) (PI)))))
(if (<= maxCos 5.000000018137469e-16)
(* t_1 (sqrt (* (* t_0 ux) ux)))
(*
t_1
(sqrt
(*
(-
(*
(* ux ux)
(+ (/ (- 2.0 (/ 2.0 ux)) maxCos) (/ t_0 (* maxCos maxCos))))
(* ux ux))
(* maxCos maxCos)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2}{ux} - 1\\
t_1 := \cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right)\\
\mathbf{if}\;maxCos \leq 5.000000018137469 \cdot 10^{-16}:\\
\;\;\;\;t\_1 \cdot \sqrt{\left(t\_0 \cdot ux\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;t\_1 \cdot \sqrt{\left(\left(ux \cdot ux\right) \cdot \left(\frac{2 - \frac{2}{ux}}{maxCos} + \frac{t\_0}{maxCos \cdot maxCos}\right) - ux \cdot ux\right) \cdot \left(maxCos \cdot maxCos\right)}\\
\end{array}
\end{array}
if maxCos < 5.00000002e-16Initial program 58.0%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3274.0
Applied rewrites74.0%
Taylor expanded in maxCos around 0
Applied rewrites98.8%
if 5.00000002e-16 < maxCos Initial program 61.6%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3260.5
Applied rewrites60.5%
Applied rewrites99.0%
Taylor expanded in maxCos around inf
Applied rewrites98.8%
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (- (/ 2.0 ux) 1.0)) (t_1 (cos (* (* uy 2.0) (PI)))))
(if (<= maxCos 5.00000006675716e-11)
(* t_1 (sqrt (* (* t_0 ux) ux)))
(*
t_1
(sqrt
(*
(-
(* (/ (- (+ (/ t_0 maxCos) 2.0) (/ 2.0 ux)) maxCos) (* ux ux))
(* ux ux))
(* maxCos maxCos)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2}{ux} - 1\\
t_1 := \cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right)\\
\mathbf{if}\;maxCos \leq 5.00000006675716 \cdot 10^{-11}:\\
\;\;\;\;t\_1 \cdot \sqrt{\left(t\_0 \cdot ux\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;t\_1 \cdot \sqrt{\left(\frac{\left(\frac{t\_0}{maxCos} + 2\right) - \frac{2}{ux}}{maxCos} \cdot \left(ux \cdot ux\right) - ux \cdot ux\right) \cdot \left(maxCos \cdot maxCos\right)}\\
\end{array}
\end{array}
if maxCos < 5.00000007e-11Initial program 58.6%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3271.3
Applied rewrites71.3%
Taylor expanded in maxCos around 0
Applied rewrites98.8%
if 5.00000007e-11 < maxCos Initial program 61.6%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3261.2
Applied rewrites61.2%
Taylor expanded in maxCos around inf
Applied rewrites98.7%
Applied rewrites98.6%
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (- (/ 2.0 ux) 1.0)))
(if (<= maxCos 5.00000006675716e-11)
(* (cos (* (* uy 2.0) (PI))) (sqrt (* (* t_0 ux) ux)))
(*
(sqrt
(*
(* maxCos maxCos)
(* ux (- (* (/ (- (+ (/ t_0 maxCos) 2.0) (/ 2.0 ux)) maxCos) ux) ux))))
(cos (* (PI) (* uy 2.0)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2}{ux} - 1\\
\mathbf{if}\;maxCos \leq 5.00000006675716 \cdot 10^{-11}:\\
\;\;\;\;\cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{\left(t\_0 \cdot ux\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\left(maxCos \cdot maxCos\right) \cdot \left(ux \cdot \left(\frac{\left(\frac{t\_0}{maxCos} + 2\right) - \frac{2}{ux}}{maxCos} \cdot ux - ux\right)\right)} \cdot \cos \left(\mathsf{PI}\left(\right) \cdot \left(uy \cdot 2\right)\right)\\
\end{array}
\end{array}
if maxCos < 5.00000007e-11Initial program 58.6%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3271.3
Applied rewrites71.3%
Taylor expanded in maxCos around 0
Applied rewrites98.8%
if 5.00000007e-11 < maxCos Initial program 61.6%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3261.2
Applied rewrites61.2%
Taylor expanded in maxCos around inf
Applied rewrites98.7%
lift-*.f32N/A
*-commutativeN/A
lower-*.f3298.7
Applied rewrites98.6%
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (- (/ 2.0 ux) 1.0)) (t_1 (cos (* (* uy 2.0) (PI)))))
(if (<= maxCos 3.999999984016789e-11)
(* t_1 (sqrt (* (* t_0 ux) ux)))
(*
t_1
(sqrt
(*
(*
(* ux (- (* (/ (- (+ (/ t_0 maxCos) 2.0) (/ 2.0 ux)) maxCos) ux) ux))
maxCos)
maxCos))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2}{ux} - 1\\
t_1 := \cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right)\\
\mathbf{if}\;maxCos \leq 3.999999984016789 \cdot 10^{-11}:\\
\;\;\;\;t\_1 \cdot \sqrt{\left(t\_0 \cdot ux\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;t\_1 \cdot \sqrt{\left(\left(ux \cdot \left(\frac{\left(\frac{t\_0}{maxCos} + 2\right) - \frac{2}{ux}}{maxCos} \cdot ux - ux\right)\right) \cdot maxCos\right) \cdot maxCos}\\
\end{array}
\end{array}
if maxCos < 3.99999998e-11Initial program 58.6%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3271.2
Applied rewrites71.1%
Taylor expanded in maxCos around 0
Applied rewrites98.8%
if 3.99999998e-11 < maxCos Initial program 61.6%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3261.8
Applied rewrites61.8%
Taylor expanded in maxCos around inf
Applied rewrites98.7%
Applied rewrites98.5%
(FPCore (ux uy maxCos)
:precision binary32
(if (<= maxCos 1.2000000424450263e-5)
(* (cos (* (* uy 2.0) (PI))) (sqrt (* (* (- (/ 2.0 ux) 1.0) ux) ux)))
(*
(fma (* (* uy uy) -2.0) (* (PI) (PI)) 1.0)
(sqrt
(*
(- (/ (- 2.0 (* 2.0 maxCos)) ux) (pow (- maxCos 1.0) 2.0))
(* ux ux))))))\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;maxCos \leq 1.2000000424450263 \cdot 10^{-5}:\\
\;\;\;\;\cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{\left(\left(\frac{2}{ux} - 1\right) \cdot ux\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\left(uy \cdot uy\right) \cdot -2, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), 1\right) \cdot \sqrt{\left(\frac{2 - 2 \cdot maxCos}{ux} - {\left(maxCos - 1\right)}^{2}\right) \cdot \left(ux \cdot ux\right)}\\
\end{array}
\end{array}
if maxCos < 1.20000004e-5Initial program 58.7%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3272.7
Applied rewrites72.7%
Taylor expanded in maxCos around 0
Applied rewrites98.3%
if 1.20000004e-5 < maxCos Initial program 63.6%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3244.2
Applied rewrites44.2%
Applied rewrites98.9%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3285.0
Applied rewrites82.4%
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (- (/ 2.0 ux) 1.0)))
(if (<= maxCos 1.2000000424450263e-5)
(* (cos (* (* uy 2.0) (PI))) (sqrt (* (* t_0 ux) ux)))
(*
(fma (* (* uy uy) -2.0) (* (PI) (PI)) 1.0)
(sqrt
(*
(-
(*
(* ux ux)
(+ (/ (/ t_0 maxCos) maxCos) (/ (- 2.0 (/ 2.0 ux)) maxCos)))
(* ux ux))
(* maxCos maxCos)))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2}{ux} - 1\\
\mathbf{if}\;maxCos \leq 1.2000000424450263 \cdot 10^{-5}:\\
\;\;\;\;\cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{\left(t\_0 \cdot ux\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\left(uy \cdot uy\right) \cdot -2, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), 1\right) \cdot \sqrt{\left(\left(ux \cdot ux\right) \cdot \left(\frac{\frac{t\_0}{maxCos}}{maxCos} + \frac{2 - \frac{2}{ux}}{maxCos}\right) - ux \cdot ux\right) \cdot \left(maxCos \cdot maxCos\right)}\\
\end{array}
\end{array}
if maxCos < 1.20000004e-5Initial program 58.7%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3272.7
Applied rewrites72.7%
Taylor expanded in maxCos around 0
Applied rewrites98.3%
if 1.20000004e-5 < maxCos Initial program 63.6%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3244.2
Applied rewrites44.2%
Taylor expanded in maxCos around inf
Applied rewrites98.5%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3284.8
Applied rewrites84.8%
(FPCore (ux uy maxCos)
:precision binary32
(if (<= ux 9.000000136438757e-5)
(* (cos (* (* (PI) uy) -2.0)) (sqrt (* (fma -2.0 maxCos 2.0) ux)))
(*
(cos (* (* uy 2.0) (PI)))
(sqrt (- 1.0 (* (+ (- 1.0 ux) (* ux maxCos)) (- 1.0 ux)))))))\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;ux \leq 9.000000136438757 \cdot 10^{-5}:\\
\;\;\;\;\cos \left(\left(\mathsf{PI}\left(\right) \cdot uy\right) \cdot -2\right) \cdot \sqrt{\mathsf{fma}\left(-2, maxCos, 2\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;\cos \left(\left(uy \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{1 - \left(\left(1 - ux\right) + ux \cdot maxCos\right) \cdot \left(1 - ux\right)}\\
\end{array}
\end{array}
if ux < 9.00000014e-5Initial program 38.1%
Taylor expanded in ux around inf
*-commutativeN/A
lower-*.f32N/A
associate--r+N/A
associate-*r/N/A
metadata-evalN/A
associate-*r/N/A
div-subN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
lower--.f32N/A
lower-/.f32N/A
+-commutativeN/A
lower-fma.f32N/A
lower-pow.f32N/A
lower--.f32N/A
unpow2N/A
lower-*.f3269.0
Applied rewrites69.0%
Applied rewrites98.8%
lift-*.f32N/A
*-commutativeN/A
lift-PI.f32N/A
add-cube-cbrtN/A
associate-*l*N/A
lower-*.f32N/A
pow2N/A
lower-pow.f32N/A
lift-PI.f32N/A
lower-cbrt.f32N/A
lower-*.f32N/A
lift-PI.f32N/A
lower-cbrt.f3298.7
Applied rewrites98.7%
Taylor expanded in ux around 0
*-commutativeN/A
lower-*.f32N/A
cos-neg-revN/A
lower-cos.f32N/A
*-commutativeN/A
distribute-rgt-neg-inN/A
metadata-evalN/A
lower-*.f32N/A
*-commutativeN/A
lower-*.f32N/A
lower-PI.f32N/A
lower-sqrt.f32N/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
*-commutativeN/A
lower-*.f32N/A
+-commutativeN/A
lower-fma.f3265.8
Applied rewrites65.8%
if 9.00000014e-5 < ux Initial program 87.4%
Taylor expanded in maxCos around 0
lower--.f3281.7
Applied rewrites81.7%
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (+ (- 1.0 ux) (* ux maxCos))) (t_1 (- 1.0 (* t_0 t_0))))
(if (<= t_1 0.00018000000272877514)
(*
(+ 1.0 (* (* (* (* uy uy) -2.0) (PI)) (PI)))
(sqrt (* (fma -2.0 maxCos 2.0) ux)))
(* (- 1.0 (* (* (* (* uy uy) 2.0) (PI)) (PI))) (sqrt t_1)))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - ux\right) + ux \cdot maxCos\\
t_1 := 1 - t\_0 \cdot t\_0\\
\mathbf{if}\;t\_1 \leq 0.00018000000272877514:\\
\;\;\;\;\left(1 + \left(\left(\left(uy \cdot uy\right) \cdot -2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{\mathsf{fma}\left(-2, maxCos, 2\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;\left(1 - \left(\left(\left(uy \cdot uy\right) \cdot 2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{t\_1}\\
\end{array}
\end{array}
if (-.f32 #s(literal 1 binary32) (*.f32 (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)) (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)))) < 1.80000003e-4Initial program 38.1%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3235.7
Applied rewrites35.3%
Applied rewrites36.6%
Taylor expanded in ux around 0
metadata-evalN/A
fp-cancel-sign-sub-invN/A
*-commutativeN/A
lower-*.f32N/A
+-commutativeN/A
lower-fma.f3278.6
Applied rewrites67.3%
if 1.80000003e-4 < (-.f32 #s(literal 1 binary32) (*.f32 (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)) (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)))) Initial program 87.4%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3272.3
Applied rewrites71.7%
Applied rewrites78.2%
Applied rewrites78.2%
Final simplification78.4%
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (+ (- 1.0 ux) (* ux maxCos)))
(t_1 (+ 1.0 (* (* (* (* uy uy) -2.0) (PI)) (PI)))))
(if (<= (- 1.0 (* t_0 t_0)) 0.00018000000272877514)
(* t_1 (sqrt (* (fma -2.0 maxCos 2.0) ux)))
(* t_1 (sqrt (- 1.0 (* t_0 (- 1.0 ux))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - ux\right) + ux \cdot maxCos\\
t_1 := 1 + \left(\left(\left(uy \cdot uy\right) \cdot -2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \mathsf{PI}\left(\right)\\
\mathbf{if}\;1 - t\_0 \cdot t\_0 \leq 0.00018000000272877514:\\
\;\;\;\;t\_1 \cdot \sqrt{\mathsf{fma}\left(-2, maxCos, 2\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;t\_1 \cdot \sqrt{1 - t\_0 \cdot \left(1 - ux\right)}\\
\end{array}
\end{array}
if (-.f32 #s(literal 1 binary32) (*.f32 (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)) (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)))) < 1.80000003e-4Initial program 38.1%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3235.7
Applied rewrites35.3%
Applied rewrites36.6%
Taylor expanded in ux around 0
metadata-evalN/A
fp-cancel-sign-sub-invN/A
*-commutativeN/A
lower-*.f32N/A
+-commutativeN/A
lower-fma.f3278.6
Applied rewrites74.0%
if 1.80000003e-4 < (-.f32 #s(literal 1 binary32) (*.f32 (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)) (+.f32 (-.f32 #s(literal 1 binary32) ux) (*.f32 ux maxCos)))) Initial program 87.4%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3272.3
Applied rewrites71.7%
Applied rewrites78.2%
Taylor expanded in maxCos around 0
lower--.f3273.3
Applied rewrites73.3%
Final simplification76.3%
(FPCore (ux uy maxCos)
:precision binary32
(let* ((t_0 (+ 1.0 (* (* (* (* uy uy) -2.0) (PI)) (PI)))))
(if (<= ux 9.000000136438757e-5)
(* t_0 (sqrt (* (fma -2.0 maxCos 2.0) ux)))
(*
t_0
(sqrt
(-
1.0
(* (- 1.0 (- ux (* ux maxCos))) (+ (- 1.0 ux) (* ux maxCos)))))))))\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left(\left(\left(uy \cdot uy\right) \cdot -2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \mathsf{PI}\left(\right)\\
\mathbf{if}\;ux \leq 9.000000136438757 \cdot 10^{-5}:\\
\;\;\;\;t\_0 \cdot \sqrt{\mathsf{fma}\left(-2, maxCos, 2\right) \cdot ux}\\
\mathbf{else}:\\
\;\;\;\;t\_0 \cdot \sqrt{1 - \left(1 - \left(ux - ux \cdot maxCos\right)\right) \cdot \left(\left(1 - ux\right) + ux \cdot maxCos\right)}\\
\end{array}
\end{array}
if ux < 9.00000014e-5Initial program 38.1%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3235.7
Applied rewrites35.3%
Applied rewrites36.6%
Taylor expanded in ux around 0
metadata-evalN/A
fp-cancel-sign-sub-invN/A
*-commutativeN/A
lower-*.f32N/A
+-commutativeN/A
lower-fma.f3278.6
Applied rewrites70.4%
if 9.00000014e-5 < ux Initial program 87.4%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3272.3
Applied rewrites71.7%
Applied rewrites78.2%
lift-+.f32N/A
lift--.f32N/A
associate-+l-N/A
lower--.f32N/A
lower--.f3278.4
Applied rewrites78.4%
Final simplification78.2%
(FPCore (ux uy maxCos) :precision binary32 (* (+ 1.0 (* (* (* (* uy uy) -2.0) (PI)) (PI))) (sqrt (* (fma -2.0 maxCos 2.0) ux))))
\begin{array}{l}
\\
\left(1 + \left(\left(\left(uy \cdot uy\right) \cdot -2\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \mathsf{PI}\left(\right)\right) \cdot \sqrt{\mathsf{fma}\left(-2, maxCos, 2\right) \cdot ux}
\end{array}
Initial program 59.5%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3251.6
Applied rewrites51.3%
Applied rewrites54.6%
Taylor expanded in ux around 0
metadata-evalN/A
fp-cancel-sign-sub-invN/A
*-commutativeN/A
lower-*.f32N/A
+-commutativeN/A
lower-fma.f3265.9
Applied rewrites65.0%
Final simplification65.9%
(FPCore (ux uy maxCos) :precision binary32 (* (fma (* (* uy uy) -2.0) (* (PI) (PI)) 1.0) (sqrt (* (fma -2.0 maxCos 2.0) ux))))
\begin{array}{l}
\\
\mathsf{fma}\left(\left(uy \cdot uy\right) \cdot -2, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), 1\right) \cdot \sqrt{\mathsf{fma}\left(-2, maxCos, 2\right) \cdot ux}
\end{array}
Initial program 59.5%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3251.6
Applied rewrites51.3%
Taylor expanded in ux around 0
metadata-evalN/A
fp-cancel-sign-sub-invN/A
*-commutativeN/A
lower-*.f32N/A
+-commutativeN/A
lower-fma.f3261.3
Applied rewrites61.3%
Taylor expanded in uy around inf
Applied rewrites4.7%
Taylor expanded in uy around inf
Applied rewrites61.3%
(FPCore (ux uy maxCos) :precision binary32 (* (fma (* (* uy uy) -2.0) (* (PI) (PI)) 1.0) (sqrt (- 1.0 (* 1.0 1.0)))))
\begin{array}{l}
\\
\mathsf{fma}\left(\left(uy \cdot uy\right) \cdot -2, \mathsf{PI}\left(\right) \cdot \mathsf{PI}\left(\right), 1\right) \cdot \sqrt{1 - 1 \cdot 1}
\end{array}
Initial program 59.5%
Taylor expanded in ux around 0
Applied rewrites27.2%
Taylor expanded in uy around 0
+-commutativeN/A
associate-*r*N/A
lower-fma.f32N/A
*-commutativeN/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
unpow2N/A
lower-*.f32N/A
lower-PI.f32N/A
lower-PI.f3226.5
Applied rewrites26.5%
Taylor expanded in ux around 0
Applied rewrites6.6%
herbie shell --seed 2024326
(FPCore (ux uy maxCos)
:name "UniformSampleCone, x"
:precision binary32
:pre (and (and (and (<= 2.328306437e-10 ux) (<= ux 1.0)) (and (<= 2.328306437e-10 uy) (<= uy 1.0))) (and (<= 0.0 maxCos) (<= maxCos 1.0)))
(* (cos (* (* uy 2.0) (PI))) (sqrt (- 1.0 (* (+ (- 1.0 ux) (* ux maxCos)) (+ (- 1.0 ux) (* ux maxCos)))))))