
(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 6 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) (floor h)))
(t_1 (* (floor w) dY.u))
(t_2 (* (floor w) dX.u))
(t_3
(fmax
(fma t_2 t_2 (* t_0 (* dX.v dX.v)))
(fma t_1 t_1 (* t_0 (* dY.v dY.v)))))
(t_4 (sqrt t_3))
(t_5
(fabs
(-
(* (floor w) (* dX.u (* (floor h) dY.v)))
(* (floor h) (* dX.v t_1))))))
(log2
(if (> (/ t_3 t_5) (floor maxAniso))
(/ t_4 (floor maxAniso))
(/ t_5 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) * floorf(h);
float t_1 = floorf(w) * dY_46_u;
float t_2 = floorf(w) * dX_46_u;
float t_3 = fmaxf(fmaf(t_2, t_2, (t_0 * (dX_46_v * dX_46_v))), fmaf(t_1, t_1, (t_0 * (dY_46_v * dY_46_v))));
float t_4 = sqrtf(t_3);
float t_5 = fabsf(((floorf(w) * (dX_46_u * (floorf(h) * dY_46_v))) - (floorf(h) * (dX_46_v * t_1))));
float tmp;
if ((t_3 / t_5) > floorf(maxAniso)) {
tmp = t_4 / floorf(maxAniso);
} else {
tmp = t_5 / 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) * floor(h)) t_1 = Float32(floor(w) * dY_46_u) t_2 = Float32(floor(w) * dX_46_u) t_3 = (fma(t_2, t_2, Float32(t_0 * Float32(dX_46_v * dX_46_v))) != fma(t_2, t_2, Float32(t_0 * Float32(dX_46_v * dX_46_v)))) ? fma(t_1, t_1, Float32(t_0 * Float32(dY_46_v * dY_46_v))) : ((fma(t_1, t_1, Float32(t_0 * Float32(dY_46_v * dY_46_v))) != fma(t_1, t_1, Float32(t_0 * Float32(dY_46_v * dY_46_v)))) ? fma(t_2, t_2, Float32(t_0 * Float32(dX_46_v * dX_46_v))) : max(fma(t_2, t_2, Float32(t_0 * Float32(dX_46_v * dX_46_v))), fma(t_1, t_1, Float32(t_0 * Float32(dY_46_v * dY_46_v))))) t_4 = sqrt(t_3) t_5 = abs(Float32(Float32(floor(w) * Float32(dX_46_u * Float32(floor(h) * dY_46_v))) - Float32(floor(h) * Float32(dX_46_v * t_1)))) tmp = Float32(0.0) if (Float32(t_3 / t_5) > floor(maxAniso)) tmp = Float32(t_4 / floor(maxAniso)); else tmp = Float32(t_5 / t_4); end return log2(tmp) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot \left\lfloorh\right\rfloor\\
t_1 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_2 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_3 := \mathsf{max}\left(\mathsf{fma}\left(t\_2, t\_2, t\_0 \cdot \left(dX.v \cdot dX.v\right)\right), \mathsf{fma}\left(t\_1, t\_1, t\_0 \cdot \left(dY.v \cdot dY.v\right)\right)\right)\\
t_4 := \sqrt{t\_3}\\
t_5 := \left|\left\lfloorw\right\rfloor \cdot \left(dX.u \cdot \left(\left\lfloorh\right\rfloor \cdot dY.v\right)\right) - \left\lfloorh\right\rfloor \cdot \left(dX.v \cdot t\_1\right)\right|\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_3}{t\_5} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{t\_4}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_5}{t\_4}\\
\end{array}
\end{array}
\end{array}
Initial program 76.8%
Simplified76.8%
Final simplification76.8%
(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
(fabs (* (* (floor w) (floor h)) (- (* dX.v dY.u) (* dX.u dY.v)))))
(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 = fabsf(((floorf(w) * floorf(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v))));
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 = abs(Float32(Float32(floor(w) * floor(h)) * Float32(Float32(dX_46_v * dY_46_u) - Float32(dX_46_u * dY_46_v)))) 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 = abs(((floor(w) * floor(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v)))); 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|\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_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 76.8%
Taylor expanded in w around 0 76.8%
Simplified76.8%
Applied egg-rr76.6%
Simplified76.8%
Final simplification76.8%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) dX.v))
(t_1
(fabs (* (* (floor w) (floor h)) (- (* dX.v dY.u) (* dX.u dY.v)))))
(t_2 (* (floor w) dX.u))
(t_3 (* (floor w) dY.u))
(t_4 (* (floor h) dY.v))
(t_5 (pow (hypot t_3 t_4) 2.0))
(t_6 (/ t_1 (sqrt (fmax (pow (hypot t_2 t_0) 2.0) t_5))))
(t_7
(/
(sqrt (fmax (+ (* t_2 t_2) (* t_0 t_0)) (+ (* t_3 t_3) (* t_4 t_4))))
(floor maxAniso))))
(if (or (<= dX.u -2.5999999046325684) (not (<= dX.u 0.009999999776482582)))
(log2 (if (> (/ (fmax (pow t_2 2.0) t_5) t_1) (floor maxAniso)) t_7 t_6))
(log2
(if (> (/ (fmax (pow t_0 2.0) t_5) t_1) (floor maxAniso)) t_7 t_6)))))
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 = fabsf(((floorf(w) * floorf(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v))));
float t_2 = floorf(w) * dX_46_u;
float t_3 = floorf(w) * dY_46_u;
float t_4 = floorf(h) * dY_46_v;
float t_5 = powf(hypotf(t_3, t_4), 2.0f);
float t_6 = t_1 / sqrtf(fmaxf(powf(hypotf(t_2, t_0), 2.0f), t_5));
float t_7 = sqrtf(fmaxf(((t_2 * t_2) + (t_0 * t_0)), ((t_3 * t_3) + (t_4 * t_4)))) / floorf(maxAniso);
float tmp_1;
if ((dX_46_u <= -2.5999999046325684f) || !(dX_46_u <= 0.009999999776482582f)) {
float tmp_2;
if ((fmaxf(powf(t_2, 2.0f), t_5) / t_1) > floorf(maxAniso)) {
tmp_2 = t_7;
} else {
tmp_2 = t_6;
}
tmp_1 = log2f(tmp_2);
} else {
float tmp_3;
if ((fmaxf(powf(t_0, 2.0f), t_5) / t_1) > floorf(maxAniso)) {
tmp_3 = t_7;
} else {
tmp_3 = t_6;
}
tmp_1 = log2f(tmp_3);
}
return tmp_1;
}
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 = 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(w) * dX_46_u) t_3 = Float32(floor(w) * dY_46_u) t_4 = Float32(floor(h) * dY_46_v) t_5 = hypot(t_3, t_4) ^ Float32(2.0) t_6 = Float32(t_1 / sqrt((((hypot(t_2, t_0) ^ Float32(2.0)) != (hypot(t_2, t_0) ^ Float32(2.0))) ? t_5 : ((t_5 != t_5) ? (hypot(t_2, t_0) ^ Float32(2.0)) : max((hypot(t_2, t_0) ^ Float32(2.0)), t_5))))) t_7 = 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_3 * t_3) + Float32(t_4 * t_4)) : ((Float32(Float32(t_3 * t_3) + Float32(t_4 * t_4)) != Float32(Float32(t_3 * t_3) + 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_3 * t_3) + Float32(t_4 * t_4)))))) / floor(maxAniso)) tmp_1 = Float32(0.0) if ((dX_46_u <= Float32(-2.5999999046325684)) || !(dX_46_u <= Float32(0.009999999776482582))) tmp_2 = Float32(0.0) if (Float32((((t_2 ^ Float32(2.0)) != (t_2 ^ Float32(2.0))) ? t_5 : ((t_5 != t_5) ? (t_2 ^ Float32(2.0)) : max((t_2 ^ Float32(2.0)), t_5))) / t_1) > floor(maxAniso)) tmp_2 = t_7; else tmp_2 = t_6; end tmp_1 = log2(tmp_2); else tmp_3 = Float32(0.0) if (Float32((((t_0 ^ Float32(2.0)) != (t_0 ^ Float32(2.0))) ? t_5 : ((t_5 != t_5) ? (t_0 ^ Float32(2.0)) : max((t_0 ^ Float32(2.0)), t_5))) / t_1) > floor(maxAniso)) tmp_3 = t_7; else tmp_3 = t_6; end tmp_1 = log2(tmp_3); end return tmp_1 end
function tmp_5 = 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 = abs(((floor(w) * floor(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v)))); t_2 = floor(w) * dX_46_u; t_3 = floor(w) * dY_46_u; t_4 = floor(h) * dY_46_v; t_5 = hypot(t_3, t_4) ^ single(2.0); t_6 = t_1 / sqrt(max((hypot(t_2, t_0) ^ single(2.0)), t_5)); t_7 = sqrt(max(((t_2 * t_2) + (t_0 * t_0)), ((t_3 * t_3) + (t_4 * t_4)))) / floor(maxAniso); tmp_2 = single(0.0); if ((dX_46_u <= single(-2.5999999046325684)) || ~((dX_46_u <= single(0.009999999776482582)))) tmp_3 = single(0.0); if ((max((t_2 ^ single(2.0)), t_5) / t_1) > floor(maxAniso)) tmp_3 = t_7; else tmp_3 = t_6; end tmp_2 = log2(tmp_3); else tmp_4 = single(0.0); if ((max((t_0 ^ single(2.0)), t_5) / t_1) > floor(maxAniso)) tmp_4 = t_7; else tmp_4 = t_6; end tmp_2 = log2(tmp_4); end tmp_5 = tmp_2; end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot dX.v\\
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\lfloorw\right\rfloor \cdot dX.u\\
t_3 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_4 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_5 := {\left(\mathsf{hypot}\left(t\_3, t\_4\right)\right)}^{2}\\
t_6 := \frac{t\_1}{\sqrt{\mathsf{max}\left({\left(\mathsf{hypot}\left(t\_2, t\_0\right)\right)}^{2}, t\_5\right)}}\\
t_7 := \frac{\sqrt{\mathsf{max}\left(t\_2 \cdot t\_2 + t\_0 \cdot t\_0, t\_3 \cdot t\_3 + t\_4 \cdot t\_4\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{if}\;dX.u \leq -2.5999999046325684 \lor \neg \left(dX.u \leq 0.009999999776482582\right):\\
\;\;\;\;\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left({t\_2}^{2}, t\_5\right)}{t\_1} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;t\_7\\
\mathbf{else}:\\
\;\;\;\;t\_6\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left({t\_0}^{2}, t\_5\right)}{t\_1} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;t\_7\\
\mathbf{else}:\\
\;\;\;\;t\_6\\
\end{array}\\
\end{array}
\end{array}
if dX.u < -2.5999999 or 0.00999999978 < dX.u Initial program 73.0%
Taylor expanded in w around 0 73.0%
Simplified73.0%
Applied egg-rr72.9%
Simplified73.0%
Taylor expanded in dX.u around inf 71.7%
unpow271.7%
unpow271.7%
swap-sqr71.7%
unpow271.7%
Simplified71.7%
if -2.5999999 < dX.u < 0.00999999978Initial program 80.4%
Taylor expanded in w around 0 80.4%
Simplified80.4%
Applied egg-rr80.1%
Simplified80.4%
Taylor expanded in dX.u around 0 78.6%
unpow278.6%
unpow278.6%
swap-sqr78.6%
unpow278.6%
Simplified78.6%
Final simplification75.2%
(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 w) dX.u))
(t_3 (sqrt (fmax (pow (hypot t_2 (* (floor h) dX.v)) 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(w) * dX_46_u;
float t_3 = sqrtf(fmaxf(powf(hypotf(t_2, (floorf(h) * dX_46_v)), 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(w) * dX_46_u) t_3 = sqrt((((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_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\lfloorw\right\rfloor \cdot dX.u\\
t_3 := \sqrt{\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{\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 76.8%
Taylor expanded in w around 0 76.8%
Simplified76.8%
Applied egg-rr76.6%
Simplified76.8%
Taylor expanded in dX.u around inf 67.5%
unpow267.5%
unpow267.5%
swap-sqr67.5%
unpow267.5%
Simplified67.5%
fma-define67.5%
swap-sqr67.5%
swap-sqr67.5%
fma-undefine67.5%
expm1-log1p-u67.0%
Applied egg-rr67.0%
Final simplification67.0%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor w) dY.u))
(t_1 (* (floor h) dY.v))
(t_2 (pow (hypot t_0 t_1) 2.0))
(t_3 (* (floor h) dX.v))
(t_4
(fabs (* (* (floor w) (floor h)) (- (* dX.v dY.u) (* dX.u dY.v)))))
(t_5 (* (floor w) dX.u)))
(log2
(if (> (/ (fmax (pow t_5 2.0) t_2) t_4) (floor maxAniso))
(/
(sqrt (fmax (+ (* t_5 t_5) (* t_3 t_3)) (+ (* t_0 t_0) (* t_1 t_1))))
(floor maxAniso))
(/ t_4 (sqrt (fmax (pow (hypot t_5 t_3) 2.0) t_2)))))))
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 = floorf(h) * dY_46_v;
float t_2 = powf(hypotf(t_0, t_1), 2.0f);
float t_3 = floorf(h) * dX_46_v;
float t_4 = fabsf(((floorf(w) * floorf(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v))));
float t_5 = floorf(w) * dX_46_u;
float tmp;
if ((fmaxf(powf(t_5, 2.0f), t_2) / t_4) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((t_5 * t_5) + (t_3 * t_3)), ((t_0 * t_0) + (t_1 * t_1)))) / floorf(maxAniso);
} else {
tmp = t_4 / sqrtf(fmaxf(powf(hypotf(t_5, t_3), 2.0f), t_2));
}
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 = Float32(floor(h) * dY_46_v) t_2 = hypot(t_0, t_1) ^ Float32(2.0) t_3 = Float32(floor(h) * dX_46_v) t_4 = abs(Float32(Float32(floor(w) * floor(h)) * Float32(Float32(dX_46_v * dY_46_u) - Float32(dX_46_u * dY_46_v)))) t_5 = Float32(floor(w) * dX_46_u) tmp = Float32(0.0) if (Float32((((t_5 ^ Float32(2.0)) != (t_5 ^ Float32(2.0))) ? t_2 : ((t_2 != t_2) ? (t_5 ^ Float32(2.0)) : max((t_5 ^ Float32(2.0)), t_2))) / t_4) > floor(maxAniso)) tmp = Float32(sqrt(((Float32(Float32(t_5 * t_5) + Float32(t_3 * t_3)) != Float32(Float32(t_5 * t_5) + Float32(t_3 * t_3))) ? Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) : ((Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) != Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1))) ? Float32(Float32(t_5 * t_5) + Float32(t_3 * t_3)) : max(Float32(Float32(t_5 * t_5) + Float32(t_3 * t_3)), Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)))))) / floor(maxAniso)); else tmp = Float32(t_4 / sqrt((((hypot(t_5, t_3) ^ Float32(2.0)) != (hypot(t_5, t_3) ^ Float32(2.0))) ? t_2 : ((t_2 != t_2) ? (hypot(t_5, t_3) ^ Float32(2.0)) : max((hypot(t_5, t_3) ^ Float32(2.0)), t_2))))); 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 = floor(h) * dY_46_v; t_2 = hypot(t_0, t_1) ^ single(2.0); t_3 = floor(h) * dX_46_v; t_4 = abs(((floor(w) * floor(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v)))); t_5 = floor(w) * dX_46_u; tmp = single(0.0); if ((max((t_5 ^ single(2.0)), t_2) / t_4) > floor(maxAniso)) tmp = sqrt(max(((t_5 * t_5) + (t_3 * t_3)), ((t_0 * t_0) + (t_1 * t_1)))) / floor(maxAniso); else tmp = t_4 / sqrt(max((hypot(t_5, t_3) ^ single(2.0)), t_2)); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_1 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_2 := {\left(\mathsf{hypot}\left(t\_0, t\_1\right)\right)}^{2}\\
t_3 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_4 := \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_5 := \left\lfloorw\right\rfloor \cdot dX.u\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left({t\_5}^{2}, t\_2\right)}{t\_4} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t\_5 \cdot t\_5 + t\_3 \cdot t\_3, t\_0 \cdot t\_0 + t\_1 \cdot t\_1\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_4}{\sqrt{\mathsf{max}\left({\left(\mathsf{hypot}\left(t\_5, t\_3\right)\right)}^{2}, t\_2\right)}}\\
\end{array}
\end{array}
\end{array}
Initial program 76.8%
Taylor expanded in w around 0 76.8%
Simplified76.8%
Applied egg-rr76.6%
Simplified76.8%
Taylor expanded in dX.u around inf 67.5%
unpow267.5%
unpow267.5%
swap-sqr67.5%
unpow267.5%
Simplified67.5%
Final simplification67.5%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) dX.v))
(t_1 (pow (hypot (* (floor w) dY.u) (* (floor h) dY.v)) 2.0))
(t_2 (fmax (pow (hypot (* (floor w) dX.u) t_0) 2.0) t_1))
(t_3
(fabs (* (* (floor w) (floor h)) (- (* dX.v dY.u) (* dX.u dY.v))))))
(log2
(if (> (/ t_2 t_3) (floor maxAniso))
(/ (pow t_2 0.5) (floor maxAniso))
(/ t_3 (sqrt (fmax (pow t_0 2.0) t_1)))))))
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 = powf(hypotf((floorf(w) * dY_46_u), (floorf(h) * dY_46_v)), 2.0f);
float t_2 = fmaxf(powf(hypotf((floorf(w) * dX_46_u), t_0), 2.0f), t_1);
float t_3 = fabsf(((floorf(w) * floorf(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v))));
float tmp;
if ((t_2 / t_3) > floorf(maxAniso)) {
tmp = powf(t_2, 0.5f) / floorf(maxAniso);
} else {
tmp = t_3 / sqrtf(fmaxf(powf(t_0, 2.0f), t_1));
}
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 = hypot(Float32(floor(w) * dY_46_u), Float32(floor(h) * dY_46_v)) ^ Float32(2.0) t_2 = ((hypot(Float32(floor(w) * dX_46_u), t_0) ^ Float32(2.0)) != (hypot(Float32(floor(w) * dX_46_u), t_0) ^ Float32(2.0))) ? t_1 : ((t_1 != t_1) ? (hypot(Float32(floor(w) * dX_46_u), t_0) ^ Float32(2.0)) : max((hypot(Float32(floor(w) * dX_46_u), t_0) ^ Float32(2.0)), t_1)) t_3 = abs(Float32(Float32(floor(w) * floor(h)) * Float32(Float32(dX_46_v * dY_46_u) - Float32(dX_46_u * dY_46_v)))) tmp = Float32(0.0) if (Float32(t_2 / t_3) > floor(maxAniso)) tmp = Float32((t_2 ^ Float32(0.5)) / floor(maxAniso)); else tmp = Float32(t_3 / sqrt((((t_0 ^ Float32(2.0)) != (t_0 ^ Float32(2.0))) ? t_1 : ((t_1 != t_1) ? (t_0 ^ Float32(2.0)) : max((t_0 ^ Float32(2.0)), t_1))))); 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 = hypot((floor(w) * dY_46_u), (floor(h) * dY_46_v)) ^ single(2.0); t_2 = max((hypot((floor(w) * dX_46_u), t_0) ^ single(2.0)), t_1); t_3 = abs(((floor(w) * floor(h)) * ((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v)))); tmp = single(0.0); if ((t_2 / t_3) > floor(maxAniso)) tmp = (t_2 ^ single(0.5)) / floor(maxAniso); else tmp = t_3 / sqrt(max((t_0 ^ single(2.0)), t_1)); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_1 := {\left(\mathsf{hypot}\left(\left\lfloorw\right\rfloor \cdot dY.u, \left\lfloorh\right\rfloor \cdot dY.v\right)\right)}^{2}\\
t_2 := \mathsf{max}\left({\left(\mathsf{hypot}\left(\left\lfloorw\right\rfloor \cdot dX.u, t\_0\right)\right)}^{2}, t\_1\right)\\
t_3 := \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|\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_2}{t\_3} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{{t\_2}^{0.5}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_3}{\sqrt{\mathsf{max}\left({t\_0}^{2}, t\_1\right)}}\\
\end{array}
\end{array}
\end{array}
Initial program 76.8%
Taylor expanded in w around 0 76.8%
Simplified76.8%
Applied egg-rr76.6%
Simplified76.8%
Taylor expanded in dX.u around 0 76.4%
unpow267.1%
unpow267.1%
swap-sqr67.1%
unpow267.1%
Simplified76.4%
Applied egg-rr76.4%
Final simplification76.4%
herbie shell --seed 2024050
(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)))))))))