
(FPCore (s r) :precision binary32 (+ (/ (* 0.25 (exp (/ (- r) s))) (* (* (* 2.0 PI) s) r)) (/ (* 0.75 (exp (/ (- r) (* 3.0 s)))) (* (* (* 6.0 PI) s) r))))
float code(float s, float r) {
return ((0.25f * expf((-r / s))) / (((2.0f * ((float) M_PI)) * s) * r)) + ((0.75f * expf((-r / (3.0f * s)))) / (((6.0f * ((float) M_PI)) * s) * r));
}
function code(s, r) return Float32(Float32(Float32(Float32(0.25) * exp(Float32(Float32(-r) / s))) / Float32(Float32(Float32(Float32(2.0) * Float32(pi)) * s) * r)) + Float32(Float32(Float32(0.75) * exp(Float32(Float32(-r) / Float32(Float32(3.0) * s)))) / Float32(Float32(Float32(Float32(6.0) * Float32(pi)) * s) * r))) end
function tmp = code(s, r) tmp = ((single(0.25) * exp((-r / s))) / (((single(2.0) * single(pi)) * s) * r)) + ((single(0.75) * exp((-r / (single(3.0) * s)))) / (((single(6.0) * single(pi)) * s) * r)); end
\begin{array}{l}
\\
\frac{0.25 \cdot e^{\frac{-r}{s}}}{\left(\left(2 \cdot \pi\right) \cdot s\right) \cdot r} + \frac{0.75 \cdot e^{\frac{-r}{3 \cdot s}}}{\left(\left(6 \cdot \pi\right) \cdot s\right) \cdot r}
\end{array}
Sampling outcomes in binary32 precision:
Herbie found 8 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (s r) :precision binary32 (+ (/ (* 0.25 (exp (/ (- r) s))) (* (* (* 2.0 PI) s) r)) (/ (* 0.75 (exp (/ (- r) (* 3.0 s)))) (* (* (* 6.0 PI) s) r))))
float code(float s, float r) {
return ((0.25f * expf((-r / s))) / (((2.0f * ((float) M_PI)) * s) * r)) + ((0.75f * expf((-r / (3.0f * s)))) / (((6.0f * ((float) M_PI)) * s) * r));
}
function code(s, r) return Float32(Float32(Float32(Float32(0.25) * exp(Float32(Float32(-r) / s))) / Float32(Float32(Float32(Float32(2.0) * Float32(pi)) * s) * r)) + Float32(Float32(Float32(0.75) * exp(Float32(Float32(-r) / Float32(Float32(3.0) * s)))) / Float32(Float32(Float32(Float32(6.0) * Float32(pi)) * s) * r))) end
function tmp = code(s, r) tmp = ((single(0.25) * exp((-r / s))) / (((single(2.0) * single(pi)) * s) * r)) + ((single(0.75) * exp((-r / (single(3.0) * s)))) / (((single(6.0) * single(pi)) * s) * r)); end
\begin{array}{l}
\\
\frac{0.25 \cdot e^{\frac{-r}{s}}}{\left(\left(2 \cdot \pi\right) \cdot s\right) \cdot r} + \frac{0.75 \cdot e^{\frac{-r}{3 \cdot s}}}{\left(\left(6 \cdot \pi\right) \cdot s\right) \cdot r}
\end{array}
(FPCore (s r) :precision binary32 (+ (/ (* 0.25 (exp (/ (- r) s))) (* r (* s (* 2.0 PI)))) (/ (* 0.75 (exp (/ (- r) (* s 3.0)))) (* s (* r (* PI 6.0))))))
float code(float s, float r) {
return ((0.25f * expf((-r / s))) / (r * (s * (2.0f * ((float) M_PI))))) + ((0.75f * expf((-r / (s * 3.0f)))) / (s * (r * (((float) M_PI) * 6.0f))));
}
function code(s, r) return Float32(Float32(Float32(Float32(0.25) * exp(Float32(Float32(-r) / s))) / Float32(r * Float32(s * Float32(Float32(2.0) * Float32(pi))))) + Float32(Float32(Float32(0.75) * exp(Float32(Float32(-r) / Float32(s * Float32(3.0))))) / Float32(s * Float32(r * Float32(Float32(pi) * Float32(6.0)))))) end
function tmp = code(s, r) tmp = ((single(0.25) * exp((-r / s))) / (r * (s * (single(2.0) * single(pi))))) + ((single(0.75) * exp((-r / (s * single(3.0))))) / (s * (r * (single(pi) * single(6.0))))); end
\begin{array}{l}
\\
\frac{0.25 \cdot e^{\frac{-r}{s}}}{r \cdot \left(s \cdot \left(2 \cdot \pi\right)\right)} + \frac{0.75 \cdot e^{\frac{-r}{s \cdot 3}}}{s \cdot \left(r \cdot \left(\pi \cdot 6\right)\right)}
\end{array}
Initial program 99.8%
pow199.8%
*-commutative99.8%
associate-*l*99.8%
*-commutative99.8%
Applied egg-rr99.8%
Final simplification99.8%
(FPCore (s r) :precision binary32 (+ (/ (* 0.25 (exp (/ (- r) s))) (* r (* s (* 2.0 PI)))) (/ (* 0.75 (exp (/ (- r) (* s 3.0)))) (* r (* s (* PI 6.0))))))
float code(float s, float r) {
return ((0.25f * expf((-r / s))) / (r * (s * (2.0f * ((float) M_PI))))) + ((0.75f * expf((-r / (s * 3.0f)))) / (r * (s * (((float) M_PI) * 6.0f))));
}
function code(s, r) return Float32(Float32(Float32(Float32(0.25) * exp(Float32(Float32(-r) / s))) / Float32(r * Float32(s * Float32(Float32(2.0) * Float32(pi))))) + Float32(Float32(Float32(0.75) * exp(Float32(Float32(-r) / Float32(s * Float32(3.0))))) / Float32(r * Float32(s * Float32(Float32(pi) * Float32(6.0)))))) end
function tmp = code(s, r) tmp = ((single(0.25) * exp((-r / s))) / (r * (s * (single(2.0) * single(pi))))) + ((single(0.75) * exp((-r / (s * single(3.0))))) / (r * (s * (single(pi) * single(6.0))))); end
\begin{array}{l}
\\
\frac{0.25 \cdot e^{\frac{-r}{s}}}{r \cdot \left(s \cdot \left(2 \cdot \pi\right)\right)} + \frac{0.75 \cdot e^{\frac{-r}{s \cdot 3}}}{r \cdot \left(s \cdot \left(\pi \cdot 6\right)\right)}
\end{array}
Initial program 99.8%
Final simplification99.8%
(FPCore (s r) :precision binary32 (* 0.125 (/ (+ (/ (exp (/ (- r) s)) r) (/ (exp (* (/ r s) -0.3333333333333333)) r)) (* s PI))))
float code(float s, float r) {
return 0.125f * (((expf((-r / s)) / r) + (expf(((r / s) * -0.3333333333333333f)) / r)) / (s * ((float) M_PI)));
}
function code(s, r) return Float32(Float32(0.125) * Float32(Float32(Float32(exp(Float32(Float32(-r) / s)) / r) + Float32(exp(Float32(Float32(r / s) * Float32(-0.3333333333333333))) / r)) / Float32(s * Float32(pi)))) end
function tmp = code(s, r) tmp = single(0.125) * (((exp((-r / s)) / r) + (exp(((r / s) * single(-0.3333333333333333))) / r)) / (s * single(pi))); end
\begin{array}{l}
\\
0.125 \cdot \frac{\frac{e^{\frac{-r}{s}}}{r} + \frac{e^{\frac{r}{s} \cdot -0.3333333333333333}}{r}}{s \cdot \pi}
\end{array}
Initial program 99.8%
Simplified99.6%
Taylor expanded in s around 0 99.7%
Final simplification99.7%
(FPCore (s r) :precision binary32 (* 0.125 (/ (+ (exp (/ (- r) s)) (exp (* (/ r s) -0.3333333333333333))) (* r (* s PI)))))
float code(float s, float r) {
return 0.125f * ((expf((-r / s)) + expf(((r / s) * -0.3333333333333333f))) / (r * (s * ((float) M_PI))));
}
function code(s, r) return Float32(Float32(0.125) * Float32(Float32(exp(Float32(Float32(-r) / s)) + exp(Float32(Float32(r / s) * Float32(-0.3333333333333333)))) / Float32(r * Float32(s * Float32(pi))))) end
function tmp = code(s, r) tmp = single(0.125) * ((exp((-r / s)) + exp(((r / s) * single(-0.3333333333333333)))) / (r * (s * single(pi)))); end
\begin{array}{l}
\\
0.125 \cdot \frac{e^{\frac{-r}{s}} + e^{\frac{r}{s} \cdot -0.3333333333333333}}{r \cdot \left(s \cdot \pi\right)}
\end{array}
Initial program 99.8%
Simplified99.6%
Taylor expanded in r around inf 99.7%
Final simplification99.7%
(FPCore (s r) :precision binary32 (expm1 (log1p (/ 0.25 (* PI (* r s))))))
float code(float s, float r) {
return expm1f(log1pf((0.25f / (((float) M_PI) * (r * s)))));
}
function code(s, r) return expm1(log1p(Float32(Float32(0.25) / Float32(Float32(pi) * Float32(r * s))))) end
\begin{array}{l}
\\
\mathsf{expm1}\left(\mathsf{log1p}\left(\frac{0.25}{\pi \cdot \left(r \cdot s\right)}\right)\right)
\end{array}
Initial program 99.8%
Simplified99.6%
Taylor expanded in s around inf 8.2%
log1p-expm1-u10.3%
Applied egg-rr10.3%
log1p-expm1-u8.2%
associate-*r*8.2%
Applied egg-rr8.2%
*-commutative8.2%
expm1-log1p-u8.2%
Applied egg-rr8.2%
Final simplification8.2%
(FPCore (s r) :precision binary32 (/ 0.25 (log1p (expm1 (* r (* s PI))))))
float code(float s, float r) {
return 0.25f / log1pf(expm1f((r * (s * ((float) M_PI)))));
}
function code(s, r) return Float32(Float32(0.25) / log1p(expm1(Float32(r * Float32(s * Float32(pi)))))) end
\begin{array}{l}
\\
\frac{0.25}{\mathsf{log1p}\left(\mathsf{expm1}\left(r \cdot \left(s \cdot \pi\right)\right)\right)}
\end{array}
Initial program 99.8%
Simplified99.6%
Taylor expanded in s around inf 8.2%
log1p-expm1-u10.3%
Applied egg-rr10.3%
Final simplification10.3%
(FPCore (s r) :precision binary32 (/ 0.25 (* r (* s PI))))
float code(float s, float r) {
return 0.25f / (r * (s * ((float) M_PI)));
}
function code(s, r) return Float32(Float32(0.25) / Float32(r * Float32(s * Float32(pi)))) end
function tmp = code(s, r) tmp = single(0.25) / (r * (s * single(pi))); end
\begin{array}{l}
\\
\frac{0.25}{r \cdot \left(s \cdot \pi\right)}
\end{array}
Initial program 99.8%
Simplified99.6%
Taylor expanded in s around inf 8.2%
Final simplification8.2%
(FPCore (s r) :precision binary32 (/ 0.25 (* PI (* r s))))
float code(float s, float r) {
return 0.25f / (((float) M_PI) * (r * s));
}
function code(s, r) return Float32(Float32(0.25) / Float32(Float32(pi) * Float32(r * s))) end
function tmp = code(s, r) tmp = single(0.25) / (single(pi) * (r * s)); end
\begin{array}{l}
\\
\frac{0.25}{\pi \cdot \left(r \cdot s\right)}
\end{array}
Initial program 99.8%
Simplified99.6%
Taylor expanded in s around inf 8.2%
log1p-expm1-u10.3%
Applied egg-rr10.3%
log1p-expm1-u8.2%
associate-*r*8.2%
Applied egg-rr8.2%
Final simplification8.2%
herbie shell --seed 2023338
(FPCore (s r)
:name "Disney BSSRDF, PDF of scattering profile"
:precision binary32
:pre (and (and (<= 0.0 s) (<= s 256.0)) (and (< 1e-6 r) (< r 1000000.0)))
(+ (/ (* 0.25 (exp (/ (- r) s))) (* (* (* 2.0 PI) s) r)) (/ (* 0.75 (exp (/ (- r) (* 3.0 s)))) (* (* (* 6.0 PI) s) r))))