
(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 (* dX.v (floor h)))
(t_1 (* (floor h) dY.v))
(t_2 (* dX.u (floor w)))
(t_3
(fmax
(pow (hypot t_2 t_0) 2.0)
(pow (hypot (* (floor w) dY.u) t_1) 2.0)))
(t_4 (* (floor w) (fabs (- (* dX.v dY.u) (* dX.u dY.v))))))
(log2
(if (> (/ t_3 (* (floor h) t_4)) (floor maxAniso))
(/
(sqrt
(fmax
(+ (* t_2 t_2) (* t_0 t_0))
(+ (* (pow (floor w) 2.0) (pow dY.u 2.0)) (* t_1 t_1))))
(floor maxAniso))
(* (floor h) (/ t_4 (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 = dX_46_v * floorf(h);
float t_1 = floorf(h) * dY_46_v;
float t_2 = dX_46_u * floorf(w);
float t_3 = fmaxf(powf(hypotf(t_2, t_0), 2.0f), powf(hypotf((floorf(w) * dY_46_u), t_1), 2.0f));
float t_4 = floorf(w) * fabsf(((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v)));
float tmp;
if ((t_3 / (floorf(h) * t_4)) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((t_2 * t_2) + (t_0 * t_0)), ((powf(floorf(w), 2.0f) * powf(dY_46_u, 2.0f)) + (t_1 * t_1)))) / floorf(maxAniso);
} else {
tmp = floorf(h) * (t_4 / 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 = Float32(dX_46_v * floor(h)) t_1 = Float32(floor(h) * dY_46_v) t_2 = Float32(dX_46_u * floor(w)) t_3 = ((hypot(t_2, t_0) ^ Float32(2.0)) != (hypot(t_2, t_0) ^ Float32(2.0))) ? (hypot(Float32(floor(w) * dY_46_u), t_1) ^ Float32(2.0)) : (((hypot(Float32(floor(w) * dY_46_u), t_1) ^ Float32(2.0)) != (hypot(Float32(floor(w) * dY_46_u), t_1) ^ Float32(2.0))) ? (hypot(t_2, t_0) ^ Float32(2.0)) : max((hypot(t_2, t_0) ^ Float32(2.0)), (hypot(Float32(floor(w) * dY_46_u), t_1) ^ Float32(2.0)))) t_4 = Float32(floor(w) * abs(Float32(Float32(dX_46_v * dY_46_u) - Float32(dX_46_u * dY_46_v)))) tmp = Float32(0.0) if (Float32(t_3 / Float32(floor(h) * t_4)) > 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((floor(w) ^ Float32(2.0)) * (dY_46_u ^ Float32(2.0))) + Float32(t_1 * t_1)) : ((Float32(Float32((floor(w) ^ Float32(2.0)) * (dY_46_u ^ Float32(2.0))) + Float32(t_1 * t_1)) != Float32(Float32((floor(w) ^ Float32(2.0)) * (dY_46_u ^ Float32(2.0))) + Float32(t_1 * t_1))) ? 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((floor(w) ^ Float32(2.0)) * (dY_46_u ^ Float32(2.0))) + Float32(t_1 * t_1)))))) / floor(maxAniso)); else tmp = Float32(floor(h) * Float32(t_4 / 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 = dX_46_v * floor(h); t_1 = floor(h) * dY_46_v; t_2 = dX_46_u * floor(w); t_3 = max((hypot(t_2, t_0) ^ single(2.0)), (hypot((floor(w) * dY_46_u), t_1) ^ single(2.0))); t_4 = floor(w) * abs(((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v))); tmp = single(0.0); if ((t_3 / (floor(h) * t_4)) > floor(maxAniso)) tmp = sqrt(max(((t_2 * t_2) + (t_0 * t_0)), (((floor(w) ^ single(2.0)) * (dY_46_u ^ single(2.0))) + (t_1 * t_1)))) / floor(maxAniso); else tmp = floor(h) * (t_4 / sqrt(t_3)); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.v \cdot \left\lfloorh\right\rfloor\\
t_1 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_2 := dX.u \cdot \left\lfloorw\right\rfloor\\
t_3 := \mathsf{max}\left({\left(\mathsf{hypot}\left(t_2, t_0\right)\right)}^{2}, {\left(\mathsf{hypot}\left(\left\lfloorw\right\rfloor \cdot dY.u, t_1\right)\right)}^{2}\right)\\
t_4 := \left\lfloorw\right\rfloor \cdot \left|dX.v \cdot dY.u - dX.u \cdot dY.v\right|\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t_3}{\left\lfloorh\right\rfloor \cdot t_4} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t_2 \cdot t_2 + t_0 \cdot t_0, {\left(\left\lfloorw\right\rfloor\right)}^{2} \cdot {dY.u}^{2} + t_1 \cdot t_1\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\left\lfloorh\right\rfloor \cdot \frac{t_4}{\sqrt{t_3}}\\
\end{array}
\end{array}
\end{array}
Initial program 77.8%
expm1-log1p-u77.8%
expm1-udef77.8%
Applied egg-rr77.8%
Simplified77.8%
expm1-log1p-u77.8%
expm1-udef77.8%
Applied egg-rr77.8%
Simplified77.8%
Taylor expanded in w around 0 77.8%
*-commutative77.8%
Simplified77.8%
Final simplification77.8%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* dX.v (floor h)))
(t_1 (* (floor w) dY.u))
(t_2 (* (floor h) dY.v))
(t_3 (* dX.u (floor w)))
(t_4 (fmax (pow (hypot t_3 t_0) 2.0) (pow (hypot t_1 t_2) 2.0)))
(t_5 (* (floor w) (fabs (- (* dX.v dY.u) (* dX.u dY.v))))))
(log2
(if (> (/ t_4 (* (floor h) t_5)) (floor maxAniso))
(/
(sqrt (fmax (+ (* t_3 t_3) (* t_0 t_0)) (+ (* t_2 t_2) (* t_1 t_1))))
(floor maxAniso))
(* (floor h) (/ t_5 (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 = dX_46_v * floorf(h);
float t_1 = floorf(w) * dY_46_u;
float t_2 = floorf(h) * dY_46_v;
float t_3 = dX_46_u * floorf(w);
float t_4 = fmaxf(powf(hypotf(t_3, t_0), 2.0f), powf(hypotf(t_1, t_2), 2.0f));
float t_5 = floorf(w) * fabsf(((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v)));
float tmp;
if ((t_4 / (floorf(h) * t_5)) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((t_3 * t_3) + (t_0 * t_0)), ((t_2 * t_2) + (t_1 * t_1)))) / floorf(maxAniso);
} else {
tmp = floorf(h) * (t_5 / 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(dX_46_v * floor(h)) t_1 = Float32(floor(w) * dY_46_u) t_2 = Float32(floor(h) * dY_46_v) t_3 = Float32(dX_46_u * floor(w)) t_4 = ((hypot(t_3, t_0) ^ Float32(2.0)) != (hypot(t_3, t_0) ^ Float32(2.0))) ? (hypot(t_1, t_2) ^ Float32(2.0)) : (((hypot(t_1, t_2) ^ Float32(2.0)) != (hypot(t_1, t_2) ^ Float32(2.0))) ? (hypot(t_3, t_0) ^ Float32(2.0)) : max((hypot(t_3, t_0) ^ Float32(2.0)), (hypot(t_1, t_2) ^ Float32(2.0)))) t_5 = Float32(floor(w) * abs(Float32(Float32(dX_46_v * dY_46_u) - Float32(dX_46_u * dY_46_v)))) tmp = Float32(0.0) if (Float32(t_4 / Float32(floor(h) * t_5)) > 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_2 * t_2) + Float32(t_1 * t_1)) : ((Float32(Float32(t_2 * t_2) + Float32(t_1 * t_1)) != Float32(Float32(t_2 * t_2) + Float32(t_1 * 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_2 * t_2) + Float32(t_1 * t_1)))))) / floor(maxAniso)); else tmp = Float32(floor(h) * Float32(t_5 / 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 = dX_46_v * floor(h); t_1 = floor(w) * dY_46_u; t_2 = floor(h) * dY_46_v; t_3 = dX_46_u * floor(w); t_4 = max((hypot(t_3, t_0) ^ single(2.0)), (hypot(t_1, t_2) ^ single(2.0))); t_5 = floor(w) * abs(((dX_46_v * dY_46_u) - (dX_46_u * dY_46_v))); tmp = single(0.0); if ((t_4 / (floor(h) * t_5)) > floor(maxAniso)) tmp = sqrt(max(((t_3 * t_3) + (t_0 * t_0)), ((t_2 * t_2) + (t_1 * t_1)))) / floor(maxAniso); else tmp = floor(h) * (t_5 / sqrt(t_4)); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.v \cdot \left\lfloorh\right\rfloor\\
t_1 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_2 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_3 := dX.u \cdot \left\lfloorw\right\rfloor\\
t_4 := \mathsf{max}\left({\left(\mathsf{hypot}\left(t_3, t_0\right)\right)}^{2}, {\left(\mathsf{hypot}\left(t_1, t_2\right)\right)}^{2}\right)\\
t_5 := \left\lfloorw\right\rfloor \cdot \left|dX.v \cdot dY.u - dX.u \cdot dY.v\right|\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t_4}{\left\lfloorh\right\rfloor \cdot t_5} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t_3 \cdot t_3 + t_0 \cdot t_0, t_2 \cdot t_2 + t_1 \cdot t_1\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\left\lfloorh\right\rfloor \cdot \frac{t_5}{\sqrt{t_4}}\\
\end{array}
\end{array}
\end{array}
Initial program 77.8%
expm1-log1p-u77.8%
expm1-udef77.8%
Applied egg-rr77.8%
Simplified77.8%
expm1-log1p-u77.8%
expm1-udef77.8%
Applied egg-rr77.8%
Simplified77.8%
Final simplification77.8%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (- (* dX.v dY.u) (* dX.u dY.v)))
(t_1 (* dX.v (floor h)))
(t_2 (* (floor w) dY.u))
(t_3 (* (floor h) dY.v))
(t_4 (* dX.u (floor w)))
(t_5 (pow (hypot t_4 t_1) 2.0)))
(log2
(if (>
(/
(fmax t_5 (pow (hypot t_2 t_3) 2.0))
(* (floor h) (* (floor w) (fabs t_0))))
(floor maxAniso))
(/
(sqrt
(fmax
(+ (* t_4 t_4) (* t_1 t_1))
(+ (* (pow (floor w) 2.0) (pow dY.u 2.0)) (* t_3 t_3))))
(floor maxAniso))
(*
(floor h)
(* t_0 (/ (floor w) (sqrt (fmax t_5 (pow (hypot t_3 t_2) 2.0))))))))))
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 = (dX_46_v * dY_46_u) - (dX_46_u * dY_46_v);
float t_1 = dX_46_v * floorf(h);
float t_2 = floorf(w) * dY_46_u;
float t_3 = floorf(h) * dY_46_v;
float t_4 = dX_46_u * floorf(w);
float t_5 = powf(hypotf(t_4, t_1), 2.0f);
float tmp;
if ((fmaxf(t_5, powf(hypotf(t_2, t_3), 2.0f)) / (floorf(h) * (floorf(w) * fabsf(t_0)))) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(((t_4 * t_4) + (t_1 * t_1)), ((powf(floorf(w), 2.0f) * powf(dY_46_u, 2.0f)) + (t_3 * t_3)))) / floorf(maxAniso);
} else {
tmp = floorf(h) * (t_0 * (floorf(w) / sqrtf(fmaxf(t_5, powf(hypotf(t_3, t_2), 2.0f)))));
}
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_v * dY_46_u) - Float32(dX_46_u * dY_46_v)) t_1 = Float32(dX_46_v * floor(h)) t_2 = Float32(floor(w) * dY_46_u) t_3 = Float32(floor(h) * dY_46_v) t_4 = Float32(dX_46_u * floor(w)) t_5 = hypot(t_4, t_1) ^ Float32(2.0) tmp = Float32(0.0) if (Float32(((t_5 != t_5) ? (hypot(t_2, t_3) ^ Float32(2.0)) : (((hypot(t_2, t_3) ^ Float32(2.0)) != (hypot(t_2, t_3) ^ Float32(2.0))) ? t_5 : max(t_5, (hypot(t_2, t_3) ^ Float32(2.0))))) / Float32(floor(h) * Float32(floor(w) * abs(t_0)))) > floor(maxAniso)) tmp = Float32(sqrt(((Float32(Float32(t_4 * t_4) + Float32(t_1 * t_1)) != Float32(Float32(t_4 * t_4) + Float32(t_1 * t_1))) ? Float32(Float32((floor(w) ^ Float32(2.0)) * (dY_46_u ^ Float32(2.0))) + Float32(t_3 * t_3)) : ((Float32(Float32((floor(w) ^ Float32(2.0)) * (dY_46_u ^ Float32(2.0))) + Float32(t_3 * t_3)) != Float32(Float32((floor(w) ^ Float32(2.0)) * (dY_46_u ^ Float32(2.0))) + Float32(t_3 * t_3))) ? Float32(Float32(t_4 * t_4) + Float32(t_1 * t_1)) : max(Float32(Float32(t_4 * t_4) + Float32(t_1 * t_1)), Float32(Float32((floor(w) ^ Float32(2.0)) * (dY_46_u ^ Float32(2.0))) + Float32(t_3 * t_3)))))) / floor(maxAniso)); else tmp = Float32(floor(h) * Float32(t_0 * Float32(floor(w) / sqrt(((t_5 != t_5) ? (hypot(t_3, t_2) ^ Float32(2.0)) : (((hypot(t_3, t_2) ^ Float32(2.0)) != (hypot(t_3, t_2) ^ Float32(2.0))) ? t_5 : max(t_5, (hypot(t_3, t_2) ^ Float32(2.0))))))))); 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 = (dX_46_v * dY_46_u) - (dX_46_u * dY_46_v); t_1 = dX_46_v * floor(h); t_2 = floor(w) * dY_46_u; t_3 = floor(h) * dY_46_v; t_4 = dX_46_u * floor(w); t_5 = hypot(t_4, t_1) ^ single(2.0); tmp = single(0.0); if ((max(t_5, (hypot(t_2, t_3) ^ single(2.0))) / (floor(h) * (floor(w) * abs(t_0)))) > floor(maxAniso)) tmp = sqrt(max(((t_4 * t_4) + (t_1 * t_1)), (((floor(w) ^ single(2.0)) * (dY_46_u ^ single(2.0))) + (t_3 * t_3)))) / floor(maxAniso); else tmp = floor(h) * (t_0 * (floor(w) / sqrt(max(t_5, (hypot(t_3, t_2) ^ single(2.0)))))); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.v \cdot dY.u - dX.u \cdot dY.v\\
t_1 := dX.v \cdot \left\lfloorh\right\rfloor\\
t_2 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_3 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_4 := dX.u \cdot \left\lfloorw\right\rfloor\\
t_5 := {\left(\mathsf{hypot}\left(t_4, t_1\right)\right)}^{2}\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left(t_5, {\left(\mathsf{hypot}\left(t_2, t_3\right)\right)}^{2}\right)}{\left\lfloorh\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot \left|t_0\right|\right)} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t_4 \cdot t_4 + t_1 \cdot t_1, {\left(\left\lfloorw\right\rfloor\right)}^{2} \cdot {dY.u}^{2} + t_3 \cdot t_3\right)}}{\left\lfloormaxAniso\right\rfloor}\\
\mathbf{else}:\\
\;\;\;\;\left\lfloorh\right\rfloor \cdot \left(t_0 \cdot \frac{\left\lfloorw\right\rfloor}{\sqrt{\mathsf{max}\left(t_5, {\left(\mathsf{hypot}\left(t_3, t_2\right)\right)}^{2}\right)}}\right)\\
\end{array}
\end{array}
\end{array}
Initial program 77.8%
expm1-log1p-u77.8%
expm1-udef77.8%
Applied egg-rr77.8%
Simplified77.8%
expm1-log1p-u77.8%
expm1-udef77.8%
Applied egg-rr77.8%
Simplified77.8%
Taylor expanded in w around 0 77.8%
*-commutative77.8%
Simplified77.8%
Applied egg-rr76.7%
Final simplification76.7%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (- (* dX.v dY.u) (* dX.u dY.v)))
(t_1 (* (floor w) dY.u))
(t_2 (pow (hypot (* dX.u (floor w)) (* dX.v (floor h))) 2.0))
(t_3 (* (floor h) dY.v))
(t_4 (fmax t_2 (pow (hypot t_1 t_3) 2.0))))
(log2
(if (> (/ t_4 (* (floor h) (* (floor w) (fabs t_0)))) (floor maxAniso))
(/ (pow t_4 0.5) (floor maxAniso))
(*
(floor h)
(* (floor w) (/ t_0 (sqrt (fmax t_2 (pow (hypot t_3 t_1) 2.0))))))))))
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 = (dX_46_v * dY_46_u) - (dX_46_u * dY_46_v);
float t_1 = floorf(w) * dY_46_u;
float t_2 = powf(hypotf((dX_46_u * floorf(w)), (dX_46_v * floorf(h))), 2.0f);
float t_3 = floorf(h) * dY_46_v;
float t_4 = fmaxf(t_2, powf(hypotf(t_1, t_3), 2.0f));
float tmp;
if ((t_4 / (floorf(h) * (floorf(w) * fabsf(t_0)))) > floorf(maxAniso)) {
tmp = powf(t_4, 0.5f) / floorf(maxAniso);
} else {
tmp = floorf(h) * (floorf(w) * (t_0 / sqrtf(fmaxf(t_2, powf(hypotf(t_3, t_1), 2.0f)))));
}
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_v * dY_46_u) - Float32(dX_46_u * dY_46_v)) t_1 = Float32(floor(w) * dY_46_u) t_2 = hypot(Float32(dX_46_u * floor(w)), Float32(dX_46_v * floor(h))) ^ Float32(2.0) t_3 = Float32(floor(h) * dY_46_v) t_4 = (t_2 != t_2) ? (hypot(t_1, t_3) ^ Float32(2.0)) : (((hypot(t_1, t_3) ^ Float32(2.0)) != (hypot(t_1, t_3) ^ Float32(2.0))) ? t_2 : max(t_2, (hypot(t_1, t_3) ^ Float32(2.0)))) tmp = Float32(0.0) if (Float32(t_4 / Float32(floor(h) * Float32(floor(w) * abs(t_0)))) > floor(maxAniso)) tmp = Float32((t_4 ^ Float32(0.5)) / floor(maxAniso)); else tmp = Float32(floor(h) * Float32(floor(w) * Float32(t_0 / sqrt(((t_2 != t_2) ? (hypot(t_3, t_1) ^ Float32(2.0)) : (((hypot(t_3, t_1) ^ Float32(2.0)) != (hypot(t_3, t_1) ^ Float32(2.0))) ? t_2 : max(t_2, (hypot(t_3, t_1) ^ Float32(2.0))))))))); 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 = (dX_46_v * dY_46_u) - (dX_46_u * dY_46_v); t_1 = floor(w) * dY_46_u; t_2 = hypot((dX_46_u * floor(w)), (dX_46_v * floor(h))) ^ single(2.0); t_3 = floor(h) * dY_46_v; t_4 = max(t_2, (hypot(t_1, t_3) ^ single(2.0))); tmp = single(0.0); if ((t_4 / (floor(h) * (floor(w) * abs(t_0)))) > floor(maxAniso)) tmp = (t_4 ^ single(0.5)) / floor(maxAniso); else tmp = floor(h) * (floor(w) * (t_0 / sqrt(max(t_2, (hypot(t_3, t_1) ^ single(2.0)))))); end tmp_2 = log2(tmp); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.v \cdot dY.u - dX.u \cdot dY.v\\
t_1 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_2 := {\left(\mathsf{hypot}\left(dX.u \cdot \left\lfloorw\right\rfloor, dX.v \cdot \left\lfloorh\right\rfloor\right)\right)}^{2}\\
t_3 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_4 := \mathsf{max}\left(t_2, {\left(\mathsf{hypot}\left(t_1, t_3\right)\right)}^{2}\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t_4}{\left\lfloorh\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot \left|t_0\right|\right)} > \left\lfloormaxAniso\right\rfloor:\\
\;\;\;\;\frac{{t_4}^{0.5}}{\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, {\left(\mathsf{hypot}\left(t_3, t_1\right)\right)}^{2}\right)}}\right)\\
\end{array}
\end{array}
\end{array}
Initial program 77.8%
expm1-log1p-u77.8%
expm1-udef77.8%
Applied egg-rr77.8%
Simplified77.8%
expm1-log1p-u77.8%
expm1-udef77.8%
Applied egg-rr77.8%
Simplified77.8%
Applied egg-rr77.8%
Applied egg-rr76.7%
expm1-def76.7%
expm1-log1p76.7%
associate-/l*76.7%
associate-*r/76.7%
*-commutative76.7%
*-commutative76.7%
Simplified76.7%
Final simplification76.7%
herbie shell --seed 2023306
(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)))))))))