
(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
(fabs (* (floor w) (* (floor h) (- (* dX.u dY.v) (* dX.v dY.u))))))
(t_1 (pow (floor h) 2.0))
(t_2
(fmax
(fma
(floor w)
(* (floor w) (* dX.u dX.u))
(* (floor h) (* (floor h) (* dX.v dX.v))))
(fma
(floor w)
(* (floor w) (* dY.u dY.u))
(* (floor h) (* (floor h) (* dY.v dY.v))))))
(t_3 (pow (floor w) 2.0)))
(log2
(if (> (/ t_2 t_0) (floor maxAniso))
(/
(sqrt
(fmax
(+ (* (pow dX.u 2.0) t_3) (* (pow dX.v 2.0) t_1))
(+ (* t_3 (pow dY.u 2.0)) (* t_1 (pow dY.v 2.0)))))
(floor maxAniso))
(/ t_0 (sqrt 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 = fabsf((floorf(w) * (floorf(h) * ((dX_46_u * dY_46_v) - (dX_46_v * dY_46_u)))));
float t_1 = powf(floorf(h), 2.0f);
float t_2 = fmaxf(fmaf(floorf(w), (floorf(w) * (dX_46_u * dX_46_u)), (floorf(h) * (floorf(h) * (dX_46_v * dX_46_v)))), fmaf(floorf(w), (floorf(w) * (dY_46_u * dY_46_u)), (floorf(h) * (floorf(h) * (dY_46_v * dY_46_v)))));
float t_3 = powf(floorf(w), 2.0f);
float tmp;
if ((t_2 / t_0) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((powf(dX_46_u, 2.0f) * t_3) + (powf(dX_46_v, 2.0f) * t_1)), ((t_3 * powf(dY_46_u, 2.0f)) + (t_1 * powf(dY_46_v, 2.0f))))) / floorf(maxAniso);
} else {
tmp = t_0 / sqrtf(t_2);
}
return log2f(tmp);
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = abs(Float32(floor(w) * Float32(floor(h) * Float32(Float32(dX_46_u * dY_46_v) - Float32(dX_46_v * dY_46_u))))) t_1 = floor(h) ^ Float32(2.0) t_2 = (fma(floor(w), Float32(floor(w) * Float32(dX_46_u * dX_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dX_46_v * dX_46_v)))) != fma(floor(w), Float32(floor(w) * Float32(dX_46_u * dX_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dX_46_v * dX_46_v))))) ? fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v)))) : ((fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v)))) != fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v))))) ? fma(floor(w), Float32(floor(w) * Float32(dX_46_u * dX_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dX_46_v * dX_46_v)))) : max(fma(floor(w), Float32(floor(w) * Float32(dX_46_u * dX_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dX_46_v * dX_46_v)))), fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v)))))) t_3 = floor(w) ^ Float32(2.0) tmp = Float32(0.0) if (Float32(t_2 / t_0) > floor(maxAniso)) tmp = Float32(sqrt(((Float32(Float32((dX_46_u ^ Float32(2.0)) * t_3) + Float32((dX_46_v ^ Float32(2.0)) * t_1)) != Float32(Float32((dX_46_u ^ Float32(2.0)) * t_3) + Float32((dX_46_v ^ Float32(2.0)) * t_1))) ? Float32(Float32(t_3 * (dY_46_u ^ Float32(2.0))) + Float32(t_1 * (dY_46_v ^ Float32(2.0)))) : ((Float32(Float32(t_3 * (dY_46_u ^ Float32(2.0))) + Float32(t_1 * (dY_46_v ^ Float32(2.0)))) != Float32(Float32(t_3 * (dY_46_u ^ Float32(2.0))) + Float32(t_1 * (dY_46_v ^ Float32(2.0))))) ? Float32(Float32((dX_46_u ^ Float32(2.0)) * t_3) + Float32((dX_46_v ^ Float32(2.0)) * t_1)) : max(Float32(Float32((dX_46_u ^ Float32(2.0)) * t_3) + Float32((dX_46_v ^ Float32(2.0)) * t_1)), Float32(Float32(t_3 * (dY_46_u ^ Float32(2.0))) + Float32(t_1 * (dY_46_v ^ Float32(2.0)))))))) / floor(maxAniso)); else tmp = Float32(t_0 / sqrt(t_2)); end return log2(tmp) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\left\lfloorw\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot \left(dX.u \cdot dY.v - dX.v \cdot dY.u\right)\right)\right|\\
t_1 := {\left(\left\lfloorh\right\rfloor\right)}^{2}\\
t_2 := \mathsf{max}\left(\mathsf{fma}\left(\left\lfloorw\right\rfloor, \left\lfloorw\right\rfloor \cdot \left(dX.u \cdot dX.u\right), \left\lfloorh\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot \left(dX.v \cdot dX.v\right)\right)\right), \mathsf{fma}\left(\left\lfloorw\right\rfloor, \left\lfloorw\right\rfloor \cdot \left(dY.u \cdot dY.u\right), \left\lfloorh\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot \left(dY.v \cdot dY.v\right)\right)\right)\right)\\
t_3 := {\left(\left\lfloorw\right\rfloor\right)}^{2}\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_2}{t\_0} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left({dX.u}^{2} \cdot t\_3 + {dX.v}^{2} \cdot t\_1, t\_3 \cdot {dY.u}^{2} + t\_1 \cdot {dY.v}^{2}\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{\sqrt{t\_2}}\\
\end{array}
\end{array}
\end{array}
Initial program 75.0%
Simplified75.0%
Taylor expanded in w around 0 75.0%
Final simplification75.0%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (- (* dX.u dY.v) (* dX.v dY.u)))
(t_1 (pow (hypot (* (floor h) dY.v) (* (floor w) dY.u)) 2.0))
(t_2 (* (floor h) dX.v))
(t_3 (fmax (pow (hypot t_2 (* (floor w) dX.u)) 2.0) t_1)))
(log2
(if (> (/ t_3 (fabs (* (floor h) (* (floor w) t_0)))) (floor maxAniso))
(/ (sqrt t_3) (floor maxAniso))
(* (floor h) (* (floor w) (/ t_0 (sqrt (fmax (pow t_2 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 = (dX_46_u * dY_46_v) - (dX_46_v * dY_46_u);
float t_1 = powf(hypotf((floorf(h) * dY_46_v), (floorf(w) * dY_46_u)), 2.0f);
float t_2 = floorf(h) * dX_46_v;
float t_3 = fmaxf(powf(hypotf(t_2, (floorf(w) * dX_46_u)), 2.0f), t_1);
float tmp;
if ((t_3 / fabsf((floorf(h) * (floorf(w) * t_0)))) > floorf(maxAniso)) {
tmp = sqrtf(t_3) / floorf(maxAniso);
} else {
tmp = floorf(h) * (floorf(w) * (t_0 / sqrtf(fmaxf(powf(t_2, 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(Float32(dX_46_u * dY_46_v) - Float32(dX_46_v * dY_46_u)) t_1 = hypot(Float32(floor(h) * dY_46_v), Float32(floor(w) * dY_46_u)) ^ Float32(2.0) t_2 = Float32(floor(h) * dX_46_v) t_3 = ((hypot(t_2, Float32(floor(w) * dX_46_u)) ^ Float32(2.0)) != (hypot(t_2, Float32(floor(w) * dX_46_u)) ^ Float32(2.0))) ? t_1 : ((t_1 != t_1) ? (hypot(t_2, Float32(floor(w) * dX_46_u)) ^ Float32(2.0)) : max((hypot(t_2, Float32(floor(w) * dX_46_u)) ^ Float32(2.0)), t_1)) tmp = Float32(0.0) if (Float32(t_3 / abs(Float32(floor(h) * Float32(floor(w) * t_0)))) > floor(maxAniso)) tmp = Float32(sqrt(t_3) / floor(maxAniso)); else tmp = Float32(floor(h) * Float32(floor(w) * Float32(t_0 / sqrt((((t_2 ^ Float32(2.0)) != (t_2 ^ Float32(2.0))) ? t_1 : ((t_1 != t_1) ? (t_2 ^ Float32(2.0)) : max((t_2 ^ 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 = (dX_46_u * dY_46_v) - (dX_46_v * dY_46_u); t_1 = hypot((floor(h) * dY_46_v), (floor(w) * dY_46_u)) ^ single(2.0); t_2 = floor(h) * dX_46_v; t_3 = max((hypot(t_2, (floor(w) * dX_46_u)) ^ single(2.0)), t_1); tmp = single(0.0); if ((t_3 / abs((floor(h) * (floor(w) * t_0)))) > floor(maxAniso)) tmp = sqrt(t_3) / floor(maxAniso); else tmp = floor(h) * (floor(w) * (t_0 / sqrt(max((t_2 ^ single(2.0)), t_1)))); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.u \cdot dY.v - dX.v \cdot dY.u\\
t_1 := {\left(\mathsf{hypot}\left(\left\lfloorh\right\rfloor \cdot dY.v, \left\lfloorw\right\rfloor \cdot dY.u\right)\right)}^{2}\\
t_2 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_3 := \mathsf{max}\left({\left(\mathsf{hypot}\left(t\_2, \left\lfloorw\right\rfloor \cdot dX.u\right)\right)}^{2}, t\_1\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_3}{\left|\left\lfloorh\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot t\_0\right)\right|} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{t\_3}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\left\lfloorh\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot \frac{t\_0}{\sqrt{\mathsf{max}\left({t\_2}^{2}, t\_1\right)}}\right)\\
\end{array}
\end{array}
\end{array}
Initial program 75.0%
Simplified75.0%
Applied egg-rr72.9%
Simplified73.1%
Taylor expanded in dX.u around 0 72.8%
unpow272.8%
unpow272.8%
swap-sqr72.8%
unpow272.8%
Simplified72.8%
Applied egg-rr72.8%
Simplified72.8%
Final simplification72.8%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (- (* dX.u dY.v) (* dX.v dY.u)))
(t_1 (fabs (* (floor h) (* (floor w) t_0))))
(t_2 (* (floor h) dX.v))
(t_3 (pow (hypot (* (floor h) dY.v) (* (floor w) dY.u)) 2.0))
(t_4 (fmax (pow t_2 2.0) t_3))
(t_5 (* (floor h) (* (floor w) (/ t_0 (sqrt t_4)))))
(t_6 (* (floor w) dX.u))
(t_7 (/ (sqrt (fmax (pow (hypot t_2 t_6) 2.0) t_3)) (floor maxAniso))))
(if (or (<= dX.v -50.0) (not (<= dX.v 1.0)))
(log2 (if (> (/ t_4 t_1) (floor maxAniso)) t_7 t_5))
(log2
(if (> (/ (fmax (pow t_6 2.0) t_3) t_1) (floor maxAniso)) t_7 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 = (dX_46_u * dY_46_v) - (dX_46_v * dY_46_u);
float t_1 = fabsf((floorf(h) * (floorf(w) * t_0)));
float t_2 = floorf(h) * dX_46_v;
float t_3 = powf(hypotf((floorf(h) * dY_46_v), (floorf(w) * dY_46_u)), 2.0f);
float t_4 = fmaxf(powf(t_2, 2.0f), t_3);
float t_5 = floorf(h) * (floorf(w) * (t_0 / sqrtf(t_4)));
float t_6 = floorf(w) * dX_46_u;
float t_7 = sqrtf(fmaxf(powf(hypotf(t_2, t_6), 2.0f), t_3)) / floorf(maxAniso);
float tmp_1;
if ((dX_46_v <= -50.0f) || !(dX_46_v <= 1.0f)) {
float tmp_2;
if ((t_4 / t_1) > floorf(maxAniso)) {
tmp_2 = t_7;
} else {
tmp_2 = t_5;
}
tmp_1 = log2f(tmp_2);
} else {
float tmp_3;
if ((fmaxf(powf(t_6, 2.0f), t_3) / t_1) > floorf(maxAniso)) {
tmp_3 = t_7;
} else {
tmp_3 = t_5;
}
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(Float32(dX_46_u * dY_46_v) - Float32(dX_46_v * dY_46_u)) t_1 = abs(Float32(floor(h) * Float32(floor(w) * t_0))) t_2 = Float32(floor(h) * dX_46_v) t_3 = hypot(Float32(floor(h) * dY_46_v), Float32(floor(w) * dY_46_u)) ^ Float32(2.0) t_4 = ((t_2 ^ Float32(2.0)) != (t_2 ^ Float32(2.0))) ? t_3 : ((t_3 != t_3) ? (t_2 ^ Float32(2.0)) : max((t_2 ^ Float32(2.0)), t_3)) t_5 = Float32(floor(h) * Float32(floor(w) * Float32(t_0 / sqrt(t_4)))) t_6 = Float32(floor(w) * dX_46_u) t_7 = Float32(sqrt((((hypot(t_2, t_6) ^ Float32(2.0)) != (hypot(t_2, t_6) ^ Float32(2.0))) ? t_3 : ((t_3 != t_3) ? (hypot(t_2, t_6) ^ Float32(2.0)) : max((hypot(t_2, t_6) ^ Float32(2.0)), t_3)))) / floor(maxAniso)) tmp_1 = Float32(0.0) if ((dX_46_v <= Float32(-50.0)) || !(dX_46_v <= Float32(1.0))) tmp_2 = Float32(0.0) if (Float32(t_4 / t_1) > floor(maxAniso)) tmp_2 = t_7; else tmp_2 = t_5; end tmp_1 = log2(tmp_2); else tmp_3 = Float32(0.0) if (Float32((((t_6 ^ Float32(2.0)) != (t_6 ^ Float32(2.0))) ? t_3 : ((t_3 != t_3) ? (t_6 ^ Float32(2.0)) : max((t_6 ^ Float32(2.0)), t_3))) / t_1) > floor(maxAniso)) tmp_3 = t_7; else tmp_3 = t_5; 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 = (dX_46_u * dY_46_v) - (dX_46_v * dY_46_u); t_1 = abs((floor(h) * (floor(w) * t_0))); t_2 = floor(h) * dX_46_v; t_3 = hypot((floor(h) * dY_46_v), (floor(w) * dY_46_u)) ^ single(2.0); t_4 = max((t_2 ^ single(2.0)), t_3); t_5 = floor(h) * (floor(w) * (t_0 / sqrt(t_4))); t_6 = floor(w) * dX_46_u; t_7 = sqrt(max((hypot(t_2, t_6) ^ single(2.0)), t_3)) / floor(maxAniso); tmp_2 = single(0.0); if ((dX_46_v <= single(-50.0)) || ~((dX_46_v <= single(1.0)))) tmp_3 = single(0.0); if ((t_4 / t_1) > floor(maxAniso)) tmp_3 = t_7; else tmp_3 = t_5; end tmp_2 = log2(tmp_3); else tmp_4 = single(0.0); if ((max((t_6 ^ single(2.0)), t_3) / t_1) > floor(maxAniso)) tmp_4 = t_7; else tmp_4 = t_5; end tmp_2 = log2(tmp_4); end tmp_5 = tmp_2; end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.u \cdot dY.v - dX.v \cdot dY.u\\
t_1 := \left|\left\lfloorh\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot t\_0\right)\right|\\
t_2 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_3 := {\left(\mathsf{hypot}\left(\left\lfloorh\right\rfloor \cdot dY.v, \left\lfloorw\right\rfloor \cdot dY.u\right)\right)}^{2}\\
t_4 := \mathsf{max}\left({t\_2}^{2}, t\_3\right)\\
t_5 := \left\lfloorh\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot \frac{t\_0}{\sqrt{t\_4}}\right)\\
t_6 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_7 := \frac{\sqrt{\mathsf{max}\left({\left(\mathsf{hypot}\left(t\_2, t\_6\right)\right)}^{2}, t\_3\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{if}\;dX.v \leq -50 \lor \neg \left(dX.v \leq 1\right):\\
\;\;\;\;\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_4}{t\_1} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;t\_7\\
\mathbf{else}:\\
\;\;\;\;t\_5\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left({t\_6}^{2}, t\_3\right)}{t\_1} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;t\_7\\
\mathbf{else}:\\
\;\;\;\;t\_5\\
\end{array}\\
\end{array}
\end{array}
if dX.v < -50 or 1 < dX.v Initial program 71.5%
Simplified71.5%
Applied egg-rr69.8%
Simplified69.8%
Taylor expanded in dX.u around 0 69.8%
unpow269.8%
unpow269.8%
swap-sqr69.8%
unpow269.8%
Simplified69.8%
Applied egg-rr69.8%
Simplified69.9%
Taylor expanded in dX.v around inf 69.7%
unpow269.7%
unpow269.7%
swap-sqr69.7%
unpow269.7%
Simplified69.7%
if -50 < dX.v < 1Initial program 78.2%
Simplified78.3%
Applied egg-rr75.7%
Simplified76.0%
Taylor expanded in dX.u around 0 75.4%
unpow275.4%
unpow275.4%
swap-sqr75.4%
unpow275.4%
Simplified75.4%
Applied egg-rr75.4%
Simplified75.4%
Taylor expanded in dX.v around 0 74.8%
unpow274.8%
unpow274.8%
swap-sqr74.8%
unpow274.8%
Simplified74.8%
Final simplification72.4%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (pow (hypot (* (floor h) dY.v) (* (floor w) dY.u)) 2.0))
(t_1 (* (floor h) dX.v))
(t_2 (* (floor w) dX.u))
(t_3 (- (* dX.u dY.v) (* dX.v dY.u))))
(log2
(if (>
(/ (fmax (pow t_2 2.0) t_0) (fabs (* (floor h) (* (floor w) t_3))))
(floor maxAniso))
(/ (sqrt (fmax (pow (hypot t_1 t_2) 2.0) t_0)) (floor maxAniso))
(* (floor h) (* (floor w) (/ t_3 (sqrt (fmax (pow t_1 2.0) t_0)))))))))
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(h) * dY_46_v), (floorf(w) * dY_46_u)), 2.0f);
float t_1 = floorf(h) * dX_46_v;
float t_2 = floorf(w) * dX_46_u;
float t_3 = (dX_46_u * dY_46_v) - (dX_46_v * dY_46_u);
float tmp;
if ((fmaxf(powf(t_2, 2.0f), t_0) / fabsf((floorf(h) * (floorf(w) * t_3)))) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(powf(hypotf(t_1, t_2), 2.0f), t_0)) / floorf(maxAniso);
} else {
tmp = floorf(h) * (floorf(w) * (t_3 / sqrtf(fmaxf(powf(t_1, 2.0f), t_0))));
}
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(h) * dY_46_v), Float32(floor(w) * dY_46_u)) ^ Float32(2.0) t_1 = Float32(floor(h) * dX_46_v) t_2 = Float32(floor(w) * dX_46_u) t_3 = Float32(Float32(dX_46_u * dY_46_v) - Float32(dX_46_v * dY_46_u)) 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))) / abs(Float32(floor(h) * Float32(floor(w) * t_3)))) > floor(maxAniso)) tmp = Float32(sqrt((((hypot(t_1, t_2) ^ Float32(2.0)) != (hypot(t_1, t_2) ^ Float32(2.0))) ? t_0 : ((t_0 != t_0) ? (hypot(t_1, t_2) ^ Float32(2.0)) : max((hypot(t_1, t_2) ^ Float32(2.0)), t_0)))) / floor(maxAniso)); else tmp = Float32(floor(h) * Float32(floor(w) * Float32(t_3 / sqrt((((t_1 ^ Float32(2.0)) != (t_1 ^ Float32(2.0))) ? t_0 : ((t_0 != t_0) ? (t_1 ^ Float32(2.0)) : max((t_1 ^ Float32(2.0)), t_0))))))); 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(h) * dY_46_v), (floor(w) * dY_46_u)) ^ single(2.0); t_1 = floor(h) * dX_46_v; t_2 = floor(w) * dX_46_u; t_3 = (dX_46_u * dY_46_v) - (dX_46_v * dY_46_u); tmp = single(0.0); if ((max((t_2 ^ single(2.0)), t_0) / abs((floor(h) * (floor(w) * t_3)))) > floor(maxAniso)) tmp = sqrt(max((hypot(t_1, t_2) ^ single(2.0)), t_0)) / floor(maxAniso); else tmp = floor(h) * (floor(w) * (t_3 / sqrt(max((t_1 ^ single(2.0)), t_0)))); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(\mathsf{hypot}\left(\left\lfloorh\right\rfloor \cdot dY.v, \left\lfloorw\right\rfloor \cdot dY.u\right)\right)}^{2}\\
t_1 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_2 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_3 := dX.u \cdot dY.v - dX.v \cdot dY.u\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left({t\_2}^{2}, t\_0\right)}{\left|\left\lfloorh\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot t\_3\right)\right|} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left({\left(\mathsf{hypot}\left(t\_1, t\_2\right)\right)}^{2}, t\_0\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\left\lfloorh\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot \frac{t\_3}{\sqrt{\mathsf{max}\left({t\_1}^{2}, t\_0\right)}}\right)\\
\end{array}
\end{array}
\end{array}
Initial program 75.0%
Simplified75.0%
Applied egg-rr72.9%
Simplified73.1%
Taylor expanded in dX.u around 0 72.8%
unpow272.8%
unpow272.8%
swap-sqr72.8%
unpow272.8%
Simplified72.8%
Applied egg-rr72.8%
Simplified72.8%
Taylor expanded in dX.v around 0 61.8%
unpow261.8%
unpow261.8%
swap-sqr61.8%
unpow261.8%
Simplified61.8%
Final simplification61.8%
herbie shell --seed 2024132
(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)))))))))