
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) dX.v))
(t_1 (* (floor w) dY.u))
(t_2 (* (floor h) dY.v))
(t_3 (* (floor w) dX.u))
(t_4 (fmax (+ (* t_3 t_3) (* t_0 t_0)) (+ (* t_1 t_1) (* t_2 t_2))))
(t_5 (sqrt t_4))
(t_6 (fabs (- (* t_3 t_2) (* t_0 t_1)))))
(log2
(if (> (/ t_4 t_6) (floor maxAniso))
(/ t_5 (floor maxAniso))
(/ t_6 t_5)))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = floorf(h) * dX_46_v;
float t_1 = floorf(w) * dY_46_u;
float t_2 = floorf(h) * dY_46_v;
float t_3 = floorf(w) * dX_46_u;
float t_4 = fmaxf(((t_3 * t_3) + (t_0 * t_0)), ((t_1 * t_1) + (t_2 * t_2)));
float t_5 = sqrtf(t_4);
float t_6 = fabsf(((t_3 * t_2) - (t_0 * t_1)));
float tmp;
if ((t_4 / t_6) > floorf(maxAniso)) {
tmp = t_5 / floorf(maxAniso);
} else {
tmp = t_6 / t_5;
}
return log2f(tmp);
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(floor(h) * dX_46_v) t_1 = Float32(floor(w) * dY_46_u) t_2 = Float32(floor(h) * dY_46_v) t_3 = Float32(floor(w) * dX_46_u) t_4 = (Float32(Float32(t_3 * t_3) + Float32(t_0 * t_0)) != Float32(Float32(t_3 * t_3) + Float32(t_0 * t_0))) ? Float32(Float32(t_1 * t_1) + Float32(t_2 * t_2)) : ((Float32(Float32(t_1 * t_1) + Float32(t_2 * t_2)) != Float32(Float32(t_1 * t_1) + Float32(t_2 * t_2))) ? Float32(Float32(t_3 * t_3) + Float32(t_0 * t_0)) : max(Float32(Float32(t_3 * t_3) + Float32(t_0 * t_0)), Float32(Float32(t_1 * t_1) + Float32(t_2 * t_2)))) t_5 = sqrt(t_4) t_6 = abs(Float32(Float32(t_3 * t_2) - Float32(t_0 * t_1))) tmp = Float32(0.0) if (Float32(t_4 / t_6) > floor(maxAniso)) tmp = Float32(t_5 / floor(maxAniso)); else tmp = Float32(t_6 / t_5); end return log2(tmp) end
function tmp_2 = code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = floor(h) * dX_46_v; t_1 = floor(w) * dY_46_u; t_2 = floor(h) * dY_46_v; t_3 = floor(w) * dX_46_u; t_4 = max(((t_3 * t_3) + (t_0 * t_0)), ((t_1 * t_1) + (t_2 * t_2))); t_5 = sqrt(t_4); t_6 = abs(((t_3 * t_2) - (t_0 * t_1))); tmp = single(0.0); if ((t_4 / t_6) > floor(maxAniso)) tmp = t_5 / floor(maxAniso); else tmp = t_6 / t_5; end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_1 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_2 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_3 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_4 := \mathsf{max}\left(t\_3 \cdot t\_3 + t\_0 \cdot t\_0, t\_1 \cdot t\_1 + t\_2 \cdot t\_2\right)\\
t_5 := \sqrt{t\_4}\\
t_6 := \left|t\_3 \cdot t\_2 - t\_0 \cdot t\_1\right|\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_4}{t\_6} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{t\_5}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_6}{t\_5}\\
\end{array}
\end{array}
\end{array}
Sampling outcomes in binary32 precision:
Herbie found 4 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) dX.v))
(t_1 (* (floor w) dY.u))
(t_2 (* (floor h) dY.v))
(t_3 (* (floor w) dX.u))
(t_4 (fmax (+ (* t_3 t_3) (* t_0 t_0)) (+ (* t_1 t_1) (* t_2 t_2))))
(t_5 (sqrt t_4))
(t_6 (fabs (- (* t_3 t_2) (* t_0 t_1)))))
(log2
(if (> (/ t_4 t_6) (floor maxAniso))
(/ t_5 (floor maxAniso))
(/ t_6 t_5)))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = floorf(h) * dX_46_v;
float t_1 = floorf(w) * dY_46_u;
float t_2 = floorf(h) * dY_46_v;
float t_3 = floorf(w) * dX_46_u;
float t_4 = fmaxf(((t_3 * t_3) + (t_0 * t_0)), ((t_1 * t_1) + (t_2 * t_2)));
float t_5 = sqrtf(t_4);
float t_6 = fabsf(((t_3 * t_2) - (t_0 * t_1)));
float tmp;
if ((t_4 / t_6) > floorf(maxAniso)) {
tmp = t_5 / floorf(maxAniso);
} else {
tmp = t_6 / t_5;
}
return log2f(tmp);
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(floor(h) * dX_46_v) t_1 = Float32(floor(w) * dY_46_u) t_2 = Float32(floor(h) * dY_46_v) t_3 = Float32(floor(w) * dX_46_u) t_4 = (Float32(Float32(t_3 * t_3) + Float32(t_0 * t_0)) != Float32(Float32(t_3 * t_3) + Float32(t_0 * t_0))) ? Float32(Float32(t_1 * t_1) + Float32(t_2 * t_2)) : ((Float32(Float32(t_1 * t_1) + Float32(t_2 * t_2)) != Float32(Float32(t_1 * t_1) + Float32(t_2 * t_2))) ? Float32(Float32(t_3 * t_3) + Float32(t_0 * t_0)) : max(Float32(Float32(t_3 * t_3) + Float32(t_0 * t_0)), Float32(Float32(t_1 * t_1) + Float32(t_2 * t_2)))) t_5 = sqrt(t_4) t_6 = abs(Float32(Float32(t_3 * t_2) - Float32(t_0 * t_1))) tmp = Float32(0.0) if (Float32(t_4 / t_6) > floor(maxAniso)) tmp = Float32(t_5 / floor(maxAniso)); else tmp = Float32(t_6 / t_5); end return log2(tmp) end
function tmp_2 = code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = floor(h) * dX_46_v; t_1 = floor(w) * dY_46_u; t_2 = floor(h) * dY_46_v; t_3 = floor(w) * dX_46_u; t_4 = max(((t_3 * t_3) + (t_0 * t_0)), ((t_1 * t_1) + (t_2 * t_2))); t_5 = sqrt(t_4); t_6 = abs(((t_3 * t_2) - (t_0 * t_1))); tmp = single(0.0); if ((t_4 / t_6) > floor(maxAniso)) tmp = t_5 / floor(maxAniso); else tmp = t_6 / t_5; end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_1 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_2 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_3 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_4 := \mathsf{max}\left(t\_3 \cdot t\_3 + t\_0 \cdot t\_0, t\_1 \cdot t\_1 + t\_2 \cdot t\_2\right)\\
t_5 := \sqrt{t\_4}\\
t_6 := \left|t\_3 \cdot t\_2 - t\_0 \cdot t\_1\right|\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_4}{t\_6} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{t\_5}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_6}{t\_5}\\
\end{array}
\end{array}
\end{array}
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (pow (hypot (* (floor w) dY.u) (* (floor h) dY.v)) 2.0))
(t_1
(fabs (* (floor h) (* (floor w) (- (* dX.u dY.v) (* dX.v dY.u))))))
(t_2 (* (floor w) dX.u))
(t_3 (fmax (pow (hypot t_2 (* (floor h) dX.v)) 2.0) t_0)))
(log2
(if (> (/ t_3 t_1) (floor maxAniso))
(/
(pow
(fmax (+ (pow t_2 2.0) (* (pow (floor h) 2.0) (pow dX.v 2.0))) t_0)
0.5)
(floor maxAniso))
(/ t_1 (sqrt t_3))))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = powf(hypotf((floorf(w) * dY_46_u), (floorf(h) * dY_46_v)), 2.0f);
float t_1 = fabsf((floorf(h) * (floorf(w) * ((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u)))));
float t_2 = floorf(w) * dX_46_u;
float t_3 = fmaxf(powf(hypotf(t_2, (floorf(h) * dX_46_v)), 2.0f), t_0);
float tmp;
if ((t_3 / t_1) > floorf(maxAniso)) {
tmp = powf(fmaxf((powf(t_2, 2.0f) + (powf(floorf(h), 2.0f) * powf(dX_46_v, 2.0f))), t_0), 0.5f) / floorf(maxAniso);
} else {
tmp = t_1 / sqrtf(t_3);
}
return log2f(tmp);
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = hypot(Float32(floor(w) * dY_46_u), Float32(floor(h) * dY_46_v)) ^ Float32(2.0) t_1 = abs(Float32(floor(h) * Float32(floor(w) * Float32(Float32(dX_46_u * dY_46_v) - Float32(dX_46_v * dY_46_u))))) t_2 = Float32(floor(w) * dX_46_u) t_3 = ((hypot(t_2, Float32(floor(h) * dX_46_v)) ^ Float32(2.0)) != (hypot(t_2, Float32(floor(h) * dX_46_v)) ^ Float32(2.0))) ? t_0 : ((t_0 != t_0) ? (hypot(t_2, Float32(floor(h) * dX_46_v)) ^ Float32(2.0)) : max((hypot(t_2, Float32(floor(h) * dX_46_v)) ^ Float32(2.0)), t_0)) tmp = Float32(0.0) if (Float32(t_3 / t_1) > floor(maxAniso)) tmp = Float32((((Float32((t_2 ^ Float32(2.0)) + Float32((floor(h) ^ Float32(2.0)) * (dX_46_v ^ Float32(2.0)))) != Float32((t_2 ^ Float32(2.0)) + Float32((floor(h) ^ Float32(2.0)) * (dX_46_v ^ Float32(2.0))))) ? t_0 : ((t_0 != t_0) ? Float32((t_2 ^ Float32(2.0)) + Float32((floor(h) ^ Float32(2.0)) * (dX_46_v ^ Float32(2.0)))) : max(Float32((t_2 ^ Float32(2.0)) + Float32((floor(h) ^ Float32(2.0)) * (dX_46_v ^ Float32(2.0)))), t_0))) ^ Float32(0.5)) / floor(maxAniso)); else tmp = Float32(t_1 / sqrt(t_3)); end return log2(tmp) end
function tmp_2 = code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = hypot((floor(w) * dY_46_u), (floor(h) * dY_46_v)) ^ single(2.0); t_1 = abs((floor(h) * (floor(w) * ((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u))))); t_2 = floor(w) * dX_46_u; t_3 = max((hypot(t_2, (floor(h) * dX_46_v)) ^ single(2.0)), t_0); tmp = single(0.0); if ((t_3 / t_1) > floor(maxAniso)) tmp = (max(((t_2 ^ single(2.0)) + ((floor(h) ^ single(2.0)) * (dX_46_v ^ single(2.0)))), t_0) ^ single(0.5)) / floor(maxAniso); else tmp = t_1 / sqrt(t_3); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(\mathsf{hypot}\left(\left\lfloorw\right\rfloor \cdot dY.u, \left\lfloorh\right\rfloor \cdot dY.v\right)\right)}^{2}\\
t_1 := \left|\left\lfloorh\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot \left(dX.u \cdot dY.v - dX.v \cdot dY.u\right)\right)\right|\\
t_2 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_3 := \mathsf{max}\left({\left(\mathsf{hypot}\left(t\_2, \left\lfloorh\right\rfloor \cdot dX.v\right)\right)}^{2}, t\_0\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_3}{t\_1} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{{\left(\mathsf{max}\left({t\_2}^{2} + {\left(\left\lfloorh\right\rfloor\right)}^{2} \cdot {dX.v}^{2}, t\_0\right)\right)}^{0.5}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1}{\sqrt{t\_3}}\\
\end{array}
\end{array}
\end{array}
Initial program 73.4%
Simplified73.4%
Applied egg-rr73.4%
Taylor expanded in w around 0 73.4%
Simplified73.4%
pow1/273.4%
Applied egg-rr73.4%
Final simplification73.4%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (pow (hypot (* (floor w) dY.u) (* (floor h) dY.v)) 2.0))
(t_1
(fabs (* (floor h) (* (floor w) (- (* dX.u dY.v) (* dX.v dY.u))))))
(t_2 (* (floor w) dX.u))
(t_3 (fmax (pow (hypot t_2 (* (floor h) dX.v)) 2.0) t_0)))
(log2
(if (> (/ t_3 t_1) (floor maxAniso))
(/
(exp
(*
0.5
(log
(fmax
(+ (pow t_2 2.0) (* (pow (floor h) 2.0) (pow dX.v 2.0)))
t_0))))
(floor maxAniso))
(/ t_1 (sqrt t_3))))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = powf(hypotf((floorf(w) * dY_46_u), (floorf(h) * dY_46_v)), 2.0f);
float t_1 = fabsf((floorf(h) * (floorf(w) * ((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u)))));
float t_2 = floorf(w) * dX_46_u;
float t_3 = fmaxf(powf(hypotf(t_2, (floorf(h) * dX_46_v)), 2.0f), t_0);
float tmp;
if ((t_3 / t_1) > floorf(maxAniso)) {
tmp = expf((0.5f * logf(fmaxf((powf(t_2, 2.0f) + (powf(floorf(h), 2.0f) * powf(dX_46_v, 2.0f))), t_0)))) / floorf(maxAniso);
} else {
tmp = t_1 / sqrtf(t_3);
}
return log2f(tmp);
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = hypot(Float32(floor(w) * dY_46_u), Float32(floor(h) * dY_46_v)) ^ Float32(2.0) t_1 = abs(Float32(floor(h) * Float32(floor(w) * Float32(Float32(dX_46_u * dY_46_v) - Float32(dX_46_v * dY_46_u))))) t_2 = Float32(floor(w) * dX_46_u) t_3 = ((hypot(t_2, Float32(floor(h) * dX_46_v)) ^ Float32(2.0)) != (hypot(t_2, Float32(floor(h) * dX_46_v)) ^ Float32(2.0))) ? t_0 : ((t_0 != t_0) ? (hypot(t_2, Float32(floor(h) * dX_46_v)) ^ Float32(2.0)) : max((hypot(t_2, Float32(floor(h) * dX_46_v)) ^ Float32(2.0)), t_0)) tmp = Float32(0.0) if (Float32(t_3 / t_1) > floor(maxAniso)) tmp = Float32(exp(Float32(Float32(0.5) * log(((Float32((t_2 ^ Float32(2.0)) + Float32((floor(h) ^ Float32(2.0)) * (dX_46_v ^ Float32(2.0)))) != Float32((t_2 ^ Float32(2.0)) + Float32((floor(h) ^ Float32(2.0)) * (dX_46_v ^ Float32(2.0))))) ? t_0 : ((t_0 != t_0) ? Float32((t_2 ^ Float32(2.0)) + Float32((floor(h) ^ Float32(2.0)) * (dX_46_v ^ Float32(2.0)))) : max(Float32((t_2 ^ Float32(2.0)) + Float32((floor(h) ^ Float32(2.0)) * (dX_46_v ^ Float32(2.0)))), t_0)))))) / floor(maxAniso)); else tmp = Float32(t_1 / sqrt(t_3)); end return log2(tmp) end
function tmp_2 = code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = hypot((floor(w) * dY_46_u), (floor(h) * dY_46_v)) ^ single(2.0); t_1 = abs((floor(h) * (floor(w) * ((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u))))); t_2 = floor(w) * dX_46_u; t_3 = max((hypot(t_2, (floor(h) * dX_46_v)) ^ single(2.0)), t_0); tmp = single(0.0); if ((t_3 / t_1) > floor(maxAniso)) tmp = exp((single(0.5) * log(max(((t_2 ^ single(2.0)) + ((floor(h) ^ single(2.0)) * (dX_46_v ^ single(2.0)))), t_0)))) / floor(maxAniso); else tmp = t_1 / sqrt(t_3); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(\mathsf{hypot}\left(\left\lfloorw\right\rfloor \cdot dY.u, \left\lfloorh\right\rfloor \cdot dY.v\right)\right)}^{2}\\
t_1 := \left|\left\lfloorh\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot \left(dX.u \cdot dY.v - dX.v \cdot dY.u\right)\right)\right|\\
t_2 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_3 := \mathsf{max}\left({\left(\mathsf{hypot}\left(t\_2, \left\lfloorh\right\rfloor \cdot dX.v\right)\right)}^{2}, t\_0\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_3}{t\_1} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{e^{0.5 \cdot \log \left(\mathsf{max}\left({t\_2}^{2} + {\left(\left\lfloorh\right\rfloor\right)}^{2} \cdot {dX.v}^{2}, t\_0\right)\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1}{\sqrt{t\_3}}\\
\end{array}
\end{array}
\end{array}
Initial program 73.4%
Simplified73.4%
Applied egg-rr73.4%
Taylor expanded in w around 0 73.4%
Simplified73.4%
pow1/273.4%
pow-to-exp72.7%
Applied egg-rr72.7%
Final simplification72.7%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor w) dY.u))
(t_1
(fabs (* (* (floor w) (floor h)) (- (* dX.v dY.u) (* dX.u dY.v)))))
(t_2 (* (floor h) dX.v))
(t_3 (* (floor h) dY.v))
(t_4 (pow (hypot t_0 t_3) 2.0))
(t_5 (* (floor w) dX.u)))
(log2
(if (> (/ (fmax (pow t_2 2.0) t_4) t_1) (floor maxAniso))
(/
(sqrt (fmax (+ (* t_5 t_5) (* t_2 t_2)) (+ (* t_0 t_0) (* t_3 t_3))))
(floor maxAniso))
(/ t_1 (sqrt (fmax (pow (hypot t_5 t_2) 2.0) t_4)))))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = floorf(w) * dY_46_u;
float t_1 = fabsf(((floorf(w) * floorf(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v))));
float t_2 = floorf(h) * dX_46_v;
float t_3 = floorf(h) * dY_46_v;
float t_4 = powf(hypotf(t_0, t_3), 2.0f);
float t_5 = floorf(w) * dX_46_u;
float tmp;
if ((fmaxf(powf(t_2, 2.0f), t_4) / t_1) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((t_5 * t_5) + (t_2 * t_2)), ((t_0 * t_0) + (t_3 * t_3)))) / floorf(maxAniso);
} else {
tmp = t_1 / sqrtf(fmaxf(powf(hypotf(t_5, t_2), 2.0f), t_4));
}
return log2f(tmp);
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(floor(w) * dY_46_u) t_1 = abs(Float32(Float32(floor(w) * floor(h)) * Float32(Float32(dX_46_v * dY_46_u) - Float32(dX_46_u * dY_46_v)))) t_2 = Float32(floor(h) * dX_46_v) t_3 = Float32(floor(h) * dY_46_v) t_4 = hypot(t_0, t_3) ^ Float32(2.0) t_5 = Float32(floor(w) * dX_46_u) tmp = Float32(0.0) if (Float32((((t_2 ^ Float32(2.0)) != (t_2 ^ Float32(2.0))) ? t_4 : ((t_4 != t_4) ? (t_2 ^ Float32(2.0)) : max((t_2 ^ Float32(2.0)), t_4))) / t_1) > floor(maxAniso)) tmp = Float32(sqrt(((Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)) != Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2))) ? Float32(Float32(t_0 * t_0) + Float32(t_3 * t_3)) : ((Float32(Float32(t_0 * t_0) + Float32(t_3 * t_3)) != Float32(Float32(t_0 * t_0) + Float32(t_3 * t_3))) ? Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)) : max(Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)), Float32(Float32(t_0 * t_0) + Float32(t_3 * t_3)))))) / floor(maxAniso)); else tmp = Float32(t_1 / sqrt((((hypot(t_5, t_2) ^ Float32(2.0)) != (hypot(t_5, t_2) ^ Float32(2.0))) ? t_4 : ((t_4 != t_4) ? (hypot(t_5, t_2) ^ Float32(2.0)) : max((hypot(t_5, t_2) ^ Float32(2.0)), t_4))))); end return log2(tmp) end
function tmp_2 = code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = floor(w) * dY_46_u; t_1 = abs(((floor(w) * floor(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v)))); t_2 = floor(h) * dX_46_v; t_3 = floor(h) * dY_46_v; t_4 = hypot(t_0, t_3) ^ single(2.0); t_5 = floor(w) * dX_46_u; tmp = single(0.0); if ((max((t_2 ^ single(2.0)), t_4) / t_1) > floor(maxAniso)) tmp = sqrt(max(((t_5 * t_5) + (t_2 * t_2)), ((t_0 * t_0) + (t_3 * t_3)))) / floor(maxAniso); else tmp = t_1 / sqrt(max((hypot(t_5, t_2) ^ single(2.0)), t_4)); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_1 := \left|\left(\left\lfloorw\right\rfloor \cdot \left\lfloorh\right\rfloor\right) \cdot \left(dX.v \cdot dY.u - dX.u \cdot dY.v\right)\right|\\
t_2 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_3 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_4 := {\left(\mathsf{hypot}\left(t\_0, t\_3\right)\right)}^{2}\\
t_5 := \left\lfloorw\right\rfloor \cdot dX.u\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left({t\_2}^{2}, t\_4\right)}{t\_1} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t\_5 \cdot t\_5 + t\_2 \cdot t\_2, t\_0 \cdot t\_0 + t\_3 \cdot t\_3\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1}{\sqrt{\mathsf{max}\left({\left(\mathsf{hypot}\left(t\_5, t\_2\right)\right)}^{2}, t\_4\right)}}\\
\end{array}
\end{array}
\end{array}
Initial program 73.4%
Taylor expanded in w around 0 73.4%
Simplified73.4%
Taylor expanded in dX.u around 0 65.4%
unpow265.4%
unpow265.4%
swap-sqr65.4%
unpow265.4%
Simplified65.4%
expm1-log1p-u65.3%
expm1-undefine65.2%
Applied egg-rr65.2%
Simplified65.4%
Final simplification65.4%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (pow (hypot (* (floor w) dY.u) (* (floor h) dY.v)) 2.0))
(t_1
(fabs (* (* (floor w) (floor h)) (- (* dX.v dY.u) (* dX.u dY.v)))))
(t_2 (* (floor h) dX.v))
(t_3 (sqrt (fmax (pow (hypot (* (floor w) dX.u) t_2) 2.0) t_0))))
(log2
(if (> (/ (fmax (pow t_2 2.0) t_0) t_1) (floor maxAniso))
(/ (expm1 (log1p t_3)) (floor maxAniso))
(/ t_1 t_3)))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = powf(hypotf((floorf(w) * dY_46_u), (floorf(h) * dY_46_v)), 2.0f);
float t_1 = fabsf(((floorf(w) * floorf(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v))));
float t_2 = floorf(h) * dX_46_v;
float t_3 = sqrtf(fmaxf(powf(hypotf((floorf(w) * dX_46_u), t_2), 2.0f), t_0));
float tmp;
if ((fmaxf(powf(t_2, 2.0f), t_0) / t_1) > floorf(maxAniso)) {
tmp = expm1f(log1pf(t_3)) / floorf(maxAniso);
} else {
tmp = t_1 / t_3;
}
return log2f(tmp);
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = hypot(Float32(floor(w) * dY_46_u), Float32(floor(h) * dY_46_v)) ^ Float32(2.0) t_1 = abs(Float32(Float32(floor(w) * floor(h)) * Float32(Float32(dX_46_v * dY_46_u) - Float32(dX_46_u * dY_46_v)))) t_2 = Float32(floor(h) * dX_46_v) t_3 = sqrt((((hypot(Float32(floor(w) * dX_46_u), t_2) ^ Float32(2.0)) != (hypot(Float32(floor(w) * dX_46_u), t_2) ^ Float32(2.0))) ? t_0 : ((t_0 != t_0) ? (hypot(Float32(floor(w) * dX_46_u), t_2) ^ Float32(2.0)) : max((hypot(Float32(floor(w) * dX_46_u), t_2) ^ Float32(2.0)), t_0)))) tmp = Float32(0.0) if (Float32((((t_2 ^ Float32(2.0)) != (t_2 ^ Float32(2.0))) ? t_0 : ((t_0 != t_0) ? (t_2 ^ Float32(2.0)) : max((t_2 ^ Float32(2.0)), t_0))) / t_1) > floor(maxAniso)) tmp = Float32(expm1(log1p(t_3)) / floor(maxAniso)); else tmp = Float32(t_1 / t_3); end return log2(tmp) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(\mathsf{hypot}\left(\left\lfloorw\right\rfloor \cdot dY.u, \left\lfloorh\right\rfloor \cdot dY.v\right)\right)}^{2}\\
t_1 := \left|\left(\left\lfloorw\right\rfloor \cdot \left\lfloorh\right\rfloor\right) \cdot \left(dX.v \cdot dY.u - dX.u \cdot dY.v\right)\right|\\
t_2 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_3 := \sqrt{\mathsf{max}\left({\left(\mathsf{hypot}\left(\left\lfloorw\right\rfloor \cdot dX.u, t\_2\right)\right)}^{2}, t\_0\right)}\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left({t\_2}^{2}, t\_0\right)}{t\_1} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\mathsf{expm1}\left(\mathsf{log1p}\left(t\_3\right)\right)}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1}{t\_3}\\
\end{array}
\end{array}
\end{array}
Initial program 73.4%
Taylor expanded in w around 0 73.4%
Simplified73.4%
Taylor expanded in dX.u around 0 65.4%
unpow265.4%
unpow265.4%
swap-sqr65.4%
unpow265.4%
Simplified65.4%
expm1-log1p-u65.3%
expm1-undefine65.2%
Applied egg-rr65.2%
Simplified65.4%
expm1-log1p-u64.8%
Applied egg-rr64.8%
Final simplification64.8%
herbie shell --seed 2024095
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:name "Anisotropic x16 LOD (LOD)"
:precision binary32
:pre (and (and (and (and (and (and (and (<= 1.0 w) (<= w 16384.0)) (and (<= 1.0 h) (<= h 16384.0))) (and (<= 1e-20 (fabs dX.u)) (<= (fabs dX.u) 1e+20))) (and (<= 1e-20 (fabs dX.v)) (<= (fabs dX.v) 1e+20))) (and (<= 1e-20 (fabs dY.u)) (<= (fabs dY.u) 1e+20))) (and (<= 1e-20 (fabs dY.v)) (<= (fabs dY.v) 1e+20))) (== maxAniso 16.0))
(log2 (if (> (/ (fmax (+ (* (* (floor w) dX.u) (* (floor w) dX.u)) (* (* (floor h) dX.v) (* (floor h) dX.v))) (+ (* (* (floor w) dY.u) (* (floor w) dY.u)) (* (* (floor h) dY.v) (* (floor h) dY.v)))) (fabs (- (* (* (floor w) dX.u) (* (floor h) dY.v)) (* (* (floor h) dX.v) (* (floor w) dY.u))))) (floor maxAniso)) (/ (sqrt (fmax (+ (* (* (floor w) dX.u) (* (floor w) dX.u)) (* (* (floor h) dX.v) (* (floor h) dX.v))) (+ (* (* (floor w) dY.u) (* (floor w) dY.u)) (* (* (floor h) dY.v) (* (floor h) dY.v))))) (floor maxAniso)) (/ (fabs (- (* (* (floor w) dX.u) (* (floor h) dY.v)) (* (* (floor h) dX.v) (* (floor w) dY.u)))) (sqrt (fmax (+ (* (* (floor w) dX.u) (* (floor w) dX.u)) (* (* (floor h) dX.v) (* (floor h) dX.v))) (+ (* (* (floor w) dY.u) (* (floor w) dY.u)) (* (* (floor h) dY.v) (* (floor h) dY.v)))))))))