
(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 5 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 (* (floor h) dY.v))
(t_1 (- (* dX.u dY.v) (* dX.v dY.u)))
(t_2 (* (floor w) dX.u))
(t_3 (* (floor h) dX.v))
(t_4 (* (floor w) dY.u))
(t_5 (fmax (pow (hypot t_2 t_3) 2.0) (pow (hypot t_4 t_0) 2.0))))
(log2
(if (>
(* (/ 1.0 (* (floor w) (floor h))) (sqrt (pow (/ t_5 t_1) 2.0)))
(floor maxAniso))
(/
(sqrt (fmax (+ (* t_2 t_2) (* t_3 t_3)) (+ (* t_4 t_4) (* t_0 t_0))))
(floor maxAniso))
(/ (* (floor w) (* (floor h) (fabs t_1))) (sqrt 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) * dY_46_v;
float t_1 = (dX_46_u * dY_46_v) - (dX_46_v * dY_46_u);
float t_2 = floorf(w) * dX_46_u;
float t_3 = floorf(h) * dX_46_v;
float t_4 = floorf(w) * dY_46_u;
float t_5 = fmaxf(powf(hypotf(t_2, t_3), 2.0f), powf(hypotf(t_4, t_0), 2.0f));
float tmp;
if (((1.0f / (floorf(w) * floorf(h))) * sqrtf(powf((t_5 / t_1), 2.0f))) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((t_2 * t_2) + (t_3 * t_3)), ((t_4 * t_4) + (t_0 * t_0)))) / floorf(maxAniso);
} else {
tmp = (floorf(w) * (floorf(h) * fabsf(t_1))) / sqrtf(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) * dY_46_v) t_1 = 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 = Float32(floor(h) * dX_46_v) t_4 = Float32(floor(w) * dY_46_u) t_5 = ((hypot(t_2, t_3) ^ Float32(2.0)) != (hypot(t_2, t_3) ^ Float32(2.0))) ? (hypot(t_4, t_0) ^ Float32(2.0)) : (((hypot(t_4, t_0) ^ Float32(2.0)) != (hypot(t_4, t_0) ^ Float32(2.0))) ? (hypot(t_2, t_3) ^ Float32(2.0)) : max((hypot(t_2, t_3) ^ Float32(2.0)), (hypot(t_4, t_0) ^ Float32(2.0)))) tmp = Float32(0.0) if (Float32(Float32(Float32(1.0) / Float32(floor(w) * floor(h))) * sqrt((Float32(t_5 / t_1) ^ Float32(2.0)))) > floor(maxAniso)) tmp = Float32(sqrt(((Float32(Float32(t_2 * t_2) + Float32(t_3 * t_3)) != Float32(Float32(t_2 * t_2) + Float32(t_3 * t_3))) ? Float32(Float32(t_4 * t_4) + Float32(t_0 * t_0)) : ((Float32(Float32(t_4 * t_4) + Float32(t_0 * t_0)) != Float32(Float32(t_4 * t_4) + Float32(t_0 * t_0))) ? Float32(Float32(t_2 * t_2) + Float32(t_3 * t_3)) : max(Float32(Float32(t_2 * t_2) + Float32(t_3 * t_3)), Float32(Float32(t_4 * t_4) + Float32(t_0 * t_0)))))) / floor(maxAniso)); else tmp = Float32(Float32(floor(w) * Float32(floor(h) * abs(t_1))) / sqrt(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) * dY_46_v; t_1 = (dX_46_u * dY_46_v) - (dX_46_v * dY_46_u); t_2 = floor(w) * dX_46_u; t_3 = floor(h) * dX_46_v; t_4 = floor(w) * dY_46_u; t_5 = max((hypot(t_2, t_3) ^ single(2.0)), (hypot(t_4, t_0) ^ single(2.0))); tmp = single(0.0); if (((single(1.0) / (floor(w) * floor(h))) * sqrt(((t_5 / t_1) ^ single(2.0)))) > floor(maxAniso)) tmp = sqrt(max(((t_2 * t_2) + (t_3 * t_3)), ((t_4 * t_4) + (t_0 * t_0)))) / floor(maxAniso); else tmp = (floor(w) * (floor(h) * abs(t_1))) / sqrt(t_5); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_1 := dX.u \cdot dY.v - dX.v \cdot dY.u\\
t_2 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_3 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_4 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_5 := \mathsf{max}\left({\left(\mathsf{hypot}\left(t_2, t_3\right)\right)}^{2}, {\left(\mathsf{hypot}\left(t_4, t_0\right)\right)}^{2}\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{1}{\left\lfloorw\right\rfloor \cdot \left\lfloorh\right\rfloor} \cdot \sqrt{{\left(\frac{t_5}{t_1}\right)}^{2}} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t_2 \cdot t_2 + t_3 \cdot t_3, t_4 \cdot t_4 + t_0 \cdot t_0\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left\lfloorw\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot \left|t_1\right|\right)}{\sqrt{t_5}}\\
\end{array}
\end{array}
\end{array}
Initial program 73.2%
expm1-log1p-u73.2%
expm1-udef73.2%
Applied egg-rr73.2%
Simplified73.2%
expm1-log1p-u73.2%
expm1-udef73.2%
Applied egg-rr73.2%
Simplified73.2%
*-un-lft-identity73.2%
associate-*r*73.2%
add-sqr-sqrt45.1%
fabs-sqr45.1%
add-sqr-sqrt45.1%
times-frac45.1%
Applied egg-rr45.1%
add-sqr-sqrt45.1%
sqrt-unprod73.3%
pow273.3%
Applied egg-rr73.3%
Final simplification73.3%
(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 w) dX.u))
(t_3 (fabs (- (* dX.u dY.v) (* dX.v dY.u))))
(t_4 (* (floor h) dY.v))
(t_5 (fmax (pow (hypot t_2 t_0) 2.0) (pow (hypot t_1 t_4) 2.0))))
(log2
(if (> (/ t_5 (* (floor w) (* (floor h) t_3))) (floor maxAniso))
(/
(sqrt (fmax (+ (* t_2 t_2) (* t_0 t_0)) (+ (* t_1 t_1) (* t_4 t_4))))
(floor maxAniso))
(* (floor h) (* (* (floor w) t_3) (pow t_5 -0.5)))))))
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(w) * dX_46_u;
float t_3 = fabsf(((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u)));
float t_4 = floorf(h) * dY_46_v;
float t_5 = fmaxf(powf(hypotf(t_2, t_0), 2.0f), powf(hypotf(t_1, t_4), 2.0f));
float tmp;
if ((t_5 / (floorf(w) * (floorf(h) * t_3))) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((t_2 * t_2) + (t_0 * t_0)), ((t_1 * t_1) + (t_4 * t_4)))) / floorf(maxAniso);
} else {
tmp = floorf(h) * ((floorf(w) * t_3) * powf(t_5, -0.5f));
}
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(w) * dX_46_u) t_3 = abs(Float32(Float32(dX_46_u * dY_46_v) - Float32(dX_46_v * dY_46_u))) t_4 = Float32(floor(h) * dY_46_v) t_5 = ((hypot(t_2, t_0) ^ Float32(2.0)) != (hypot(t_2, t_0) ^ Float32(2.0))) ? (hypot(t_1, t_4) ^ Float32(2.0)) : (((hypot(t_1, t_4) ^ Float32(2.0)) != (hypot(t_1, t_4) ^ Float32(2.0))) ? (hypot(t_2, t_0) ^ Float32(2.0)) : max((hypot(t_2, t_0) ^ Float32(2.0)), (hypot(t_1, t_4) ^ Float32(2.0)))) tmp = Float32(0.0) if (Float32(t_5 / Float32(floor(w) * Float32(floor(h) * t_3))) > floor(maxAniso)) tmp = Float32(sqrt(((Float32(Float32(t_2 * t_2) + Float32(t_0 * t_0)) != Float32(Float32(t_2 * t_2) + Float32(t_0 * t_0))) ? Float32(Float32(t_1 * t_1) + Float32(t_4 * t_4)) : ((Float32(Float32(t_1 * t_1) + Float32(t_4 * t_4)) != Float32(Float32(t_1 * t_1) + Float32(t_4 * t_4))) ? Float32(Float32(t_2 * t_2) + Float32(t_0 * t_0)) : max(Float32(Float32(t_2 * t_2) + Float32(t_0 * t_0)), Float32(Float32(t_1 * t_1) + Float32(t_4 * t_4)))))) / floor(maxAniso)); else tmp = Float32(floor(h) * Float32(Float32(floor(w) * t_3) * (t_5 ^ Float32(-0.5)))); 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(w) * dX_46_u; t_3 = abs(((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u))); t_4 = floor(h) * dY_46_v; t_5 = max((hypot(t_2, t_0) ^ single(2.0)), (hypot(t_1, t_4) ^ single(2.0))); tmp = single(0.0); if ((t_5 / (floor(w) * (floor(h) * t_3))) > floor(maxAniso)) tmp = sqrt(max(((t_2 * t_2) + (t_0 * t_0)), ((t_1 * t_1) + (t_4 * t_4)))) / floor(maxAniso); else tmp = floor(h) * ((floor(w) * t_3) * (t_5 ^ single(-0.5))); 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\lfloorw\right\rfloor \cdot dX.u\\
t_3 := \left|dX.u \cdot dY.v - dX.v \cdot dY.u\right|\\
t_4 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_5 := \mathsf{max}\left({\left(\mathsf{hypot}\left(t_2, t_0\right)\right)}^{2}, {\left(\mathsf{hypot}\left(t_1, t_4\right)\right)}^{2}\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t_5}{\left\lfloorw\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot t_3\right)} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t_2 \cdot t_2 + t_0 \cdot t_0, t_1 \cdot t_1 + t_4 \cdot t_4\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\left\lfloorh\right\rfloor \cdot \left(\left(\left\lfloorw\right\rfloor \cdot t_3\right) \cdot {t_5}^{-0.5}\right)\\
\end{array}
\end{array}
\end{array}
Initial program 73.2%
div-inv73.2%
associate-*l*73.2%
associate-*l*73.2%
Applied egg-rr73.2%
Simplified73.2%
expm1-log1p-u73.2%
expm1-udef73.2%
Applied egg-rr73.2%
Simplified73.2%
Final simplification73.2%
(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 w) (* (floor h) (fabs (- (* dX.u dY.v) (* dX.v dY.u))))))
(t_3 (* (floor w) dX.u))
(t_4 (* (floor h) dY.v))
(t_5 (fmax (pow (hypot t_3 t_0) 2.0) (pow (hypot t_1 t_4) 2.0))))
(log2
(if (> (/ t_5 t_2) (floor maxAniso))
(/
(sqrt
(fmax
(+ (* t_3 t_3) (* t_0 t_0))
(+ (* t_4 t_4) (exp (* 2.0 (log t_1))))))
(floor maxAniso))
(/ t_2 (sqrt 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(w) * (floorf(h) * fabsf(((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u))));
float t_3 = floorf(w) * dX_46_u;
float t_4 = floorf(h) * dY_46_v;
float t_5 = fmaxf(powf(hypotf(t_3, t_0), 2.0f), powf(hypotf(t_1, t_4), 2.0f));
float tmp;
if ((t_5 / t_2) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((t_3 * t_3) + (t_0 * t_0)), ((t_4 * t_4) + expf((2.0f * logf(t_1)))))) / floorf(maxAniso);
} else {
tmp = t_2 / sqrtf(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(w) * Float32(floor(h) * abs(Float32(Float32(dX_46_u * dY_46_v) - Float32(dX_46_v * dY_46_u))))) t_3 = Float32(floor(w) * dX_46_u) t_4 = Float32(floor(h) * dY_46_v) t_5 = ((hypot(t_3, t_0) ^ Float32(2.0)) != (hypot(t_3, t_0) ^ Float32(2.0))) ? (hypot(t_1, t_4) ^ Float32(2.0)) : (((hypot(t_1, t_4) ^ Float32(2.0)) != (hypot(t_1, t_4) ^ Float32(2.0))) ? (hypot(t_3, t_0) ^ Float32(2.0)) : max((hypot(t_3, t_0) ^ Float32(2.0)), (hypot(t_1, t_4) ^ Float32(2.0)))) tmp = Float32(0.0) if (Float32(t_5 / t_2) > floor(maxAniso)) tmp = Float32(sqrt(((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_4 * t_4) + exp(Float32(Float32(2.0) * log(t_1)))) : ((Float32(Float32(t_4 * t_4) + exp(Float32(Float32(2.0) * log(t_1)))) != Float32(Float32(t_4 * t_4) + exp(Float32(Float32(2.0) * log(t_1))))) ? 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_4 * t_4) + exp(Float32(Float32(2.0) * log(t_1)))))))) / floor(maxAniso)); else tmp = Float32(t_2 / sqrt(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(w) * (floor(h) * abs(((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u)))); t_3 = floor(w) * dX_46_u; t_4 = floor(h) * dY_46_v; t_5 = max((hypot(t_3, t_0) ^ single(2.0)), (hypot(t_1, t_4) ^ single(2.0))); tmp = single(0.0); if ((t_5 / t_2) > floor(maxAniso)) tmp = sqrt(max(((t_3 * t_3) + (t_0 * t_0)), ((t_4 * t_4) + exp((single(2.0) * log(t_1)))))) / floor(maxAniso); else tmp = t_2 / sqrt(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\lfloorw\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot \left|dX.u \cdot dY.v - dX.v \cdot dY.u\right|\right)\\
t_3 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_4 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_5 := \mathsf{max}\left({\left(\mathsf{hypot}\left(t_3, t_0\right)\right)}^{2}, {\left(\mathsf{hypot}\left(t_1, t_4\right)\right)}^{2}\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t_5}{t_2} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t_3 \cdot t_3 + t_0 \cdot t_0, t_4 \cdot t_4 + e^{2 \cdot \log t_1}\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t_2}{\sqrt{t_5}}\\
\end{array}
\end{array}
\end{array}
Initial program 73.2%
pow173.2%
pow-to-exp73.1%
pow273.1%
log-pow59.5%
Applied egg-rr59.5%
expm1-log1p-u73.2%
expm1-udef73.2%
Applied egg-rr59.5%
Simplified59.5%
expm1-log1p-u73.2%
expm1-udef73.2%
Applied egg-rr59.5%
Simplified59.5%
Final simplification59.5%
(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 w) (* (floor h) (fabs (- (* dX.u dY.v) (* dX.v dY.u))))))
(t_3 (* (floor w) dX.u))
(t_4 (* (floor h) dY.v))
(t_5 (fmax (pow (hypot t_3 t_0) 2.0) (pow (hypot t_1 t_4) 2.0))))
(log2
(if (> (/ t_5 t_2) (floor maxAniso))
(/
(sqrt (fmax (+ (* t_3 t_3) (* t_0 t_0)) (+ (* t_1 t_1) (* t_4 t_4))))
(floor maxAniso))
(/ t_2 (sqrt 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(w) * (floorf(h) * fabsf(((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u))));
float t_3 = floorf(w) * dX_46_u;
float t_4 = floorf(h) * dY_46_v;
float t_5 = fmaxf(powf(hypotf(t_3, t_0), 2.0f), powf(hypotf(t_1, t_4), 2.0f));
float tmp;
if ((t_5 / t_2) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((t_3 * t_3) + (t_0 * t_0)), ((t_1 * t_1) + (t_4 * t_4)))) / floorf(maxAniso);
} else {
tmp = t_2 / sqrtf(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(w) * Float32(floor(h) * abs(Float32(Float32(dX_46_u * dY_46_v) - Float32(dX_46_v * dY_46_u))))) t_3 = Float32(floor(w) * dX_46_u) t_4 = Float32(floor(h) * dY_46_v) t_5 = ((hypot(t_3, t_0) ^ Float32(2.0)) != (hypot(t_3, t_0) ^ Float32(2.0))) ? (hypot(t_1, t_4) ^ Float32(2.0)) : (((hypot(t_1, t_4) ^ Float32(2.0)) != (hypot(t_1, t_4) ^ Float32(2.0))) ? (hypot(t_3, t_0) ^ Float32(2.0)) : max((hypot(t_3, t_0) ^ Float32(2.0)), (hypot(t_1, t_4) ^ Float32(2.0)))) tmp = Float32(0.0) if (Float32(t_5 / t_2) > floor(maxAniso)) tmp = Float32(sqrt(((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_4 * t_4)) : ((Float32(Float32(t_1 * t_1) + Float32(t_4 * t_4)) != Float32(Float32(t_1 * t_1) + Float32(t_4 * t_4))) ? 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_4 * t_4)))))) / floor(maxAniso)); else tmp = Float32(t_2 / sqrt(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(w) * (floor(h) * abs(((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u)))); t_3 = floor(w) * dX_46_u; t_4 = floor(h) * dY_46_v; t_5 = max((hypot(t_3, t_0) ^ single(2.0)), (hypot(t_1, t_4) ^ single(2.0))); tmp = single(0.0); if ((t_5 / t_2) > floor(maxAniso)) tmp = sqrt(max(((t_3 * t_3) + (t_0 * t_0)), ((t_1 * t_1) + (t_4 * t_4)))) / floor(maxAniso); else tmp = t_2 / sqrt(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\lfloorw\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot \left|dX.u \cdot dY.v - dX.v \cdot dY.u\right|\right)\\
t_3 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_4 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_5 := \mathsf{max}\left({\left(\mathsf{hypot}\left(t_3, t_0\right)\right)}^{2}, {\left(\mathsf{hypot}\left(t_1, t_4\right)\right)}^{2}\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t_5}{t_2} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t_3 \cdot t_3 + t_0 \cdot t_0, t_1 \cdot t_1 + t_4 \cdot t_4\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t_2}{\sqrt{t_5}}\\
\end{array}
\end{array}
\end{array}
Initial program 73.2%
expm1-log1p-u73.2%
expm1-udef73.2%
Applied egg-rr73.2%
Simplified73.2%
expm1-log1p-u73.2%
expm1-udef73.2%
Applied egg-rr73.2%
Simplified73.2%
Final simplification73.2%
(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 w) dX.u))
(t_3 (* (floor h) dY.v))
(t_4 (fmax (pow (hypot t_2 t_0) 2.0) (pow (hypot t_1 t_3) 2.0))))
(log2
(if (> (/ t_4 (* (* (floor w) (floor h)) (* dX.u dY.v))) (floor maxAniso))
(/
(sqrt (fmax (+ (* t_2 t_2) (* t_0 t_0)) (+ (* t_1 t_1) (* t_3 t_3))))
(floor maxAniso))
(/
(* (floor w) (* (floor h) (fabs (- (* dX.u dY.v) (* dX.v dY.u)))))
(sqrt 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(h) * dX_46_v;
float t_1 = floorf(w) * dY_46_u;
float t_2 = floorf(w) * dX_46_u;
float t_3 = floorf(h) * dY_46_v;
float t_4 = fmaxf(powf(hypotf(t_2, t_0), 2.0f), powf(hypotf(t_1, t_3), 2.0f));
float tmp;
if ((t_4 / ((floorf(w) * floorf(h)) * (dX_46_u * dY_46_v))) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((t_2 * t_2) + (t_0 * t_0)), ((t_1 * t_1) + (t_3 * t_3)))) / floorf(maxAniso);
} else {
tmp = (floorf(w) * (floorf(h) * fabsf(((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u))))) / sqrtf(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(h) * dX_46_v) t_1 = Float32(floor(w) * dY_46_u) t_2 = Float32(floor(w) * dX_46_u) t_3 = Float32(floor(h) * dY_46_v) t_4 = ((hypot(t_2, t_0) ^ Float32(2.0)) != (hypot(t_2, t_0) ^ Float32(2.0))) ? (hypot(t_1, t_3) ^ Float32(2.0)) : (((hypot(t_1, t_3) ^ Float32(2.0)) != (hypot(t_1, t_3) ^ Float32(2.0))) ? (hypot(t_2, t_0) ^ Float32(2.0)) : max((hypot(t_2, t_0) ^ Float32(2.0)), (hypot(t_1, t_3) ^ Float32(2.0)))) tmp = Float32(0.0) if (Float32(t_4 / Float32(Float32(floor(w) * floor(h)) * Float32(dX_46_u * dY_46_v))) > floor(maxAniso)) tmp = Float32(sqrt(((Float32(Float32(t_2 * t_2) + Float32(t_0 * t_0)) != Float32(Float32(t_2 * t_2) + Float32(t_0 * t_0))) ? Float32(Float32(t_1 * t_1) + Float32(t_3 * t_3)) : ((Float32(Float32(t_1 * t_1) + Float32(t_3 * t_3)) != Float32(Float32(t_1 * t_1) + Float32(t_3 * t_3))) ? Float32(Float32(t_2 * t_2) + Float32(t_0 * t_0)) : max(Float32(Float32(t_2 * t_2) + Float32(t_0 * t_0)), Float32(Float32(t_1 * t_1) + Float32(t_3 * t_3)))))) / floor(maxAniso)); else tmp = Float32(Float32(floor(w) * Float32(floor(h) * abs(Float32(Float32(dX_46_u * dY_46_v) - Float32(dX_46_v * dY_46_u))))) / sqrt(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(h) * dX_46_v; t_1 = floor(w) * dY_46_u; t_2 = floor(w) * dX_46_u; t_3 = floor(h) * dY_46_v; t_4 = max((hypot(t_2, t_0) ^ single(2.0)), (hypot(t_1, t_3) ^ single(2.0))); tmp = single(0.0); if ((t_4 / ((floor(w) * floor(h)) * (dX_46_u * dY_46_v))) > floor(maxAniso)) tmp = sqrt(max(((t_2 * t_2) + (t_0 * t_0)), ((t_1 * t_1) + (t_3 * t_3)))) / floor(maxAniso); else tmp = (floor(w) * (floor(h) * abs(((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u))))) / sqrt(t_4); 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\lfloorw\right\rfloor \cdot dX.u\\
t_3 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_4 := \mathsf{max}\left({\left(\mathsf{hypot}\left(t_2, t_0\right)\right)}^{2}, {\left(\mathsf{hypot}\left(t_1, t_3\right)\right)}^{2}\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t_4}{\left(\left\lfloorw\right\rfloor \cdot \left\lfloorh\right\rfloor\right) \cdot \left(dX.u \cdot dY.v\right)} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t_2 \cdot t_2 + t_0 \cdot t_0, t_1 \cdot t_1 + t_3 \cdot t_3\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left\lfloorw\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot \left|dX.u \cdot dY.v - dX.v \cdot dY.u\right|\right)}{\sqrt{t_4}}\\
\end{array}
\end{array}
\end{array}
Initial program 73.2%
expm1-log1p-u73.2%
expm1-udef73.2%
Applied egg-rr73.2%
Simplified73.2%
expm1-log1p-u73.2%
expm1-udef73.2%
Applied egg-rr73.2%
Simplified73.2%
expm1-log1p-u73.2%
expm1-udef73.2%
Applied egg-rr45.1%
expm1-def45.1%
expm1-log1p45.1%
Simplified45.1%
Taylor expanded in dX.u around inf 45.4%
*-commutative45.4%
*-commutative45.4%
associate-*r*45.4%
*-commutative45.4%
Simplified45.4%
Final simplification45.4%
herbie shell --seed 2023322
(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)))))))))