
(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 = fmax(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\lfloor h\right\rfloor \cdot dX.v\\
t_1 := \left\lfloor w\right\rfloor \cdot dY.u\\
t_2 := \left\lfloor h\right\rfloor \cdot dY.v\\
t_3 := \left\lfloor w\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\lfloor maxAniso\right\rfloor :\\
\;\;\;\;\frac{t\_5}{\left\lfloor maxAniso\right\rfloor }\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_6}{t\_5}\\
\end{array}
\end{array}
\end{array}
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 = fmax(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\lfloor h\right\rfloor \cdot dX.v\\
t_1 := \left\lfloor w\right\rfloor \cdot dY.u\\
t_2 := \left\lfloor h\right\rfloor \cdot dY.v\\
t_3 := \left\lfloor w\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\lfloor maxAniso\right\rfloor :\\
\;\;\;\;\frac{t\_5}{\left\lfloor maxAniso\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) (floor w)))
(t_2 (fma (* t_1 dX.u) dX.u (* t_0 (* dX.v dX.v))))
(t_3 (* (* dY.u dY.u) t_1))
(t_4 (fmax t_2 (fma (* t_0 dY.v) dY.v t_3)))
(t_5
(fabs (* (* (floor h) (floor w)) (- (* dY.u dX.v) (* dY.v dX.u))))))
(log2
(if (> (/ t_4 t_5) (floor maxAniso))
(/ (sqrt t_4) (floor maxAniso))
(* (sqrt (/ 1.0 (fmax t_2 t_3))) 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) * floorf(h);
float t_1 = floorf(w) * floorf(w);
float t_2 = fmaf((t_1 * dX_46_u), dX_46_u, (t_0 * (dX_46_v * dX_46_v)));
float t_3 = (dY_46_u * dY_46_u) * t_1;
float t_4 = fmaxf(t_2, fmaf((t_0 * dY_46_v), dY_46_v, t_3));
float t_5 = fabsf(((floorf(h) * floorf(w)) * ((dY_46_u * dX_46_v) - (dY_46_v * dX_46_u))));
float tmp;
if ((t_4 / t_5) > floorf(maxAniso)) {
tmp = sqrtf(t_4) / floorf(maxAniso);
} else {
tmp = sqrtf((1.0f / fmaxf(t_2, t_3))) * 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) * floor(h)) t_1 = Float32(floor(w) * floor(w)) t_2 = fma(Float32(t_1 * dX_46_u), dX_46_u, Float32(t_0 * Float32(dX_46_v * dX_46_v))) t_3 = Float32(Float32(dY_46_u * dY_46_u) * t_1) t_4 = fmax(t_2, fma(Float32(t_0 * dY_46_v), dY_46_v, t_3)) t_5 = abs(Float32(Float32(floor(h) * floor(w)) * Float32(Float32(dY_46_u * dX_46_v) - Float32(dY_46_v * dX_46_u)))) tmp = Float32(0.0) if (Float32(t_4 / t_5) > floor(maxAniso)) tmp = Float32(sqrt(t_4) / floor(maxAniso)); else tmp = Float32(sqrt(Float32(Float32(1.0) / fmax(t_2, t_3))) * t_5); end return log2(tmp) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \\
t_1 := \left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \\
t_2 := \mathsf{fma}\left(t\_1 \cdot dX.u, dX.u, t\_0 \cdot \left(dX.v \cdot dX.v\right)\right)\\
t_3 := \left(dY.u \cdot dY.u\right) \cdot t\_1\\
t_4 := \mathsf{max}\left(t\_2, \mathsf{fma}\left(t\_0 \cdot dY.v, dY.v, t\_3\right)\right)\\
t_5 := \left|\left(\left\lfloor h\right\rfloor \cdot \left\lfloor w\right\rfloor \right) \cdot \left(dY.u \cdot dX.v - dY.v \cdot dX.u\right)\right|\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_4}{t\_5} > \left\lfloor maxAniso\right\rfloor :\\
\;\;\;\;\frac{\sqrt{t\_4}}{\left\lfloor maxAniso\right\rfloor }\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{1}{\mathsf{max}\left(t\_2, t\_3\right)}} \cdot t\_5\\
\end{array}
\end{array}
\end{array}
Initial program 76.6%
Taylor expanded in w around 0
Applied rewrites76.6%
Taylor expanded in dY.u around inf
pow2N/A
pow2N/A
lift-floor.f32N/A
lift-floor.f32N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f3276.1
Applied rewrites76.1%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) (floor h)))
(t_1 (* dX.u (floor w)))
(t_2 (* dX.v (floor h)))
(t_3 (* (floor w) (floor w)))
(t_4 (* (* dY.u dY.u) t_3))
(t_5 (fma (* t_3 dX.u) dX.u (* t_0 (* dX.v dX.v))))
(t_6
(fabs (* (* (floor h) (floor w)) (- (* dY.u dX.v) (* dY.v dX.u))))))
(log2
(if (> (/ (fmax t_5 (fma (* t_0 dY.v) dY.v t_4)) t_6) (floor maxAniso))
(/
(sqrt
(fmax
(fma t_1 t_1 (* t_2 t_2))
(fma (* (* dY.u (floor w)) (floor w)) dY.u (* (* dY.v dY.v) t_0))))
(floor maxAniso))
(/ t_6 (sqrt (fmax 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 = dX_46_u * floorf(w);
float t_2 = dX_46_v * floorf(h);
float t_3 = floorf(w) * floorf(w);
float t_4 = (dY_46_u * dY_46_u) * t_3;
float t_5 = fmaf((t_3 * dX_46_u), dX_46_u, (t_0 * (dX_46_v * dX_46_v)));
float t_6 = fabsf(((floorf(h) * floorf(w)) * ((dY_46_u * dX_46_v) - (dY_46_v * dX_46_u))));
float tmp;
if ((fmaxf(t_5, fmaf((t_0 * dY_46_v), dY_46_v, t_4)) / t_6) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(fmaf(t_1, t_1, (t_2 * t_2)), fmaf(((dY_46_u * floorf(w)) * floorf(w)), dY_46_u, ((dY_46_v * dY_46_v) * t_0)))) / floorf(maxAniso);
} else {
tmp = t_6 / sqrtf(fmaxf(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(dX_46_u * floor(w)) t_2 = Float32(dX_46_v * floor(h)) t_3 = Float32(floor(w) * floor(w)) t_4 = Float32(Float32(dY_46_u * dY_46_u) * t_3) t_5 = fma(Float32(t_3 * dX_46_u), dX_46_u, Float32(t_0 * Float32(dX_46_v * dX_46_v))) t_6 = abs(Float32(Float32(floor(h) * floor(w)) * Float32(Float32(dY_46_u * dX_46_v) - Float32(dY_46_v * dX_46_u)))) tmp = Float32(0.0) if (Float32(fmax(t_5, fma(Float32(t_0 * dY_46_v), dY_46_v, t_4)) / t_6) > floor(maxAniso)) tmp = Float32(sqrt(fmax(fma(t_1, t_1, Float32(t_2 * t_2)), fma(Float32(Float32(dY_46_u * floor(w)) * floor(w)), dY_46_u, Float32(Float32(dY_46_v * dY_46_v) * t_0)))) / floor(maxAniso)); else tmp = Float32(t_6 / sqrt(fmax(t_5, t_4))); end return log2(tmp) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \\
t_1 := dX.u \cdot \left\lfloor w\right\rfloor \\
t_2 := dX.v \cdot \left\lfloor h\right\rfloor \\
t_3 := \left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \\
t_4 := \left(dY.u \cdot dY.u\right) \cdot t\_3\\
t_5 := \mathsf{fma}\left(t\_3 \cdot dX.u, dX.u, t\_0 \cdot \left(dX.v \cdot dX.v\right)\right)\\
t_6 := \left|\left(\left\lfloor h\right\rfloor \cdot \left\lfloor w\right\rfloor \right) \cdot \left(dY.u \cdot dX.v - dY.v \cdot dX.u\right)\right|\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left(t\_5, \mathsf{fma}\left(t\_0 \cdot dY.v, dY.v, t\_4\right)\right)}{t\_6} > \left\lfloor maxAniso\right\rfloor :\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_1, t\_1, t\_2 \cdot t\_2\right), \mathsf{fma}\left(\left(dY.u \cdot \left\lfloor w\right\rfloor \right) \cdot \left\lfloor w\right\rfloor , dY.u, \left(dY.v \cdot dY.v\right) \cdot t\_0\right)\right)}}{\left\lfloor maxAniso\right\rfloor }\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_6}{\sqrt{\mathsf{max}\left(t\_5, t\_4\right)}}\\
\end{array}
\end{array}
\end{array}
Initial program 76.6%
Applied rewrites76.6%
Taylor expanded in dY.u around inf
pow2N/A
pow2N/A
lift-floor.f32N/A
lift-floor.f32N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f3276.1
Applied rewrites76.1%
Applied rewrites76.1%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) (floor w)))
(t_1 (* (floor h) (floor h)))
(t_2 (* (floor w) (floor w)))
(t_3 (fma (* t_2 dX.u) dX.u (* t_1 (* dX.v dX.v))))
(t_4 (* (* dY.u dY.u) t_2))
(t_5 (fmax t_3 (fma (* t_1 dY.v) dY.v t_4))))
(log2
(if (> (/ t_5 (fabs (* t_0 (* dY.u dX.v)))) (floor maxAniso))
(/ (sqrt t_5) (floor maxAniso))
(/
(fabs (* t_0 (- (* dY.u dX.v) (* dY.v dX.u))))
(sqrt (fmax t_3 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(w);
float t_1 = floorf(h) * floorf(h);
float t_2 = floorf(w) * floorf(w);
float t_3 = fmaf((t_2 * dX_46_u), dX_46_u, (t_1 * (dX_46_v * dX_46_v)));
float t_4 = (dY_46_u * dY_46_u) * t_2;
float t_5 = fmaxf(t_3, fmaf((t_1 * dY_46_v), dY_46_v, t_4));
float tmp;
if ((t_5 / fabsf((t_0 * (dY_46_u * dX_46_v)))) > floorf(maxAniso)) {
tmp = sqrtf(t_5) / floorf(maxAniso);
} else {
tmp = fabsf((t_0 * ((dY_46_u * dX_46_v) - (dY_46_v * dX_46_u)))) / sqrtf(fmaxf(t_3, 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(w)) t_1 = Float32(floor(h) * floor(h)) t_2 = Float32(floor(w) * floor(w)) t_3 = fma(Float32(t_2 * dX_46_u), dX_46_u, Float32(t_1 * Float32(dX_46_v * dX_46_v))) t_4 = Float32(Float32(dY_46_u * dY_46_u) * t_2) t_5 = fmax(t_3, fma(Float32(t_1 * dY_46_v), dY_46_v, t_4)) tmp = Float32(0.0) if (Float32(t_5 / abs(Float32(t_0 * Float32(dY_46_u * dX_46_v)))) > floor(maxAniso)) tmp = Float32(sqrt(t_5) / floor(maxAniso)); else tmp = Float32(abs(Float32(t_0 * Float32(Float32(dY_46_u * dX_46_v) - Float32(dY_46_v * dX_46_u)))) / sqrt(fmax(t_3, t_4))); end return log2(tmp) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloor h\right\rfloor \cdot \left\lfloor w\right\rfloor \\
t_1 := \left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \\
t_2 := \left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \\
t_3 := \mathsf{fma}\left(t\_2 \cdot dX.u, dX.u, t\_1 \cdot \left(dX.v \cdot dX.v\right)\right)\\
t_4 := \left(dY.u \cdot dY.u\right) \cdot t\_2\\
t_5 := \mathsf{max}\left(t\_3, \mathsf{fma}\left(t\_1 \cdot dY.v, dY.v, t\_4\right)\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{t\_5}{\left|t\_0 \cdot \left(dY.u \cdot dX.v\right)\right|} > \left\lfloor maxAniso\right\rfloor :\\
\;\;\;\;\frac{\sqrt{t\_5}}{\left\lfloor maxAniso\right\rfloor }\\
\mathbf{else}:\\
\;\;\;\;\frac{\left|t\_0 \cdot \left(dY.u \cdot dX.v - dY.v \cdot dX.u\right)\right|}{\sqrt{\mathsf{max}\left(t\_3, t\_4\right)}}\\
\end{array}
\end{array}
\end{array}
Initial program 76.6%
Applied rewrites76.6%
Taylor expanded in dY.u around inf
pow2N/A
pow2N/A
lift-floor.f32N/A
lift-floor.f32N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f3276.1
Applied rewrites76.1%
Taylor expanded in dX.u around 0
*-commutativeN/A
lift-*.f3275.6
Applied rewrites75.6%
(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) (floor w)))
(t_2 (fma (* t_1 dX.u) dX.u (* t_0 (* dX.v dX.v))))
(t_3 (* (* dY.u dY.u) t_1))
(t_4 (fma (* t_0 dY.v) dY.v t_3))
(t_5 (* dX.u (floor w)))
(t_6 (* (floor h) (floor w))))
(log2
(if (>
(/ (fmax (* t_5 t_5) t_4) (fabs (* t_6 (* (- dX.u) dY.v))))
(floor maxAniso))
(/ (sqrt (fmax t_2 t_4)) (floor maxAniso))
(/
(fabs (* t_6 (- (* dY.u dX.v) (* dY.v dX.u))))
(sqrt (fmax t_2 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 = floorf(h) * floorf(h);
float t_1 = floorf(w) * floorf(w);
float t_2 = fmaf((t_1 * dX_46_u), dX_46_u, (t_0 * (dX_46_v * dX_46_v)));
float t_3 = (dY_46_u * dY_46_u) * t_1;
float t_4 = fmaf((t_0 * dY_46_v), dY_46_v, t_3);
float t_5 = dX_46_u * floorf(w);
float t_6 = floorf(h) * floorf(w);
float tmp;
if ((fmaxf((t_5 * t_5), t_4) / fabsf((t_6 * (-dX_46_u * dY_46_v)))) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(t_2, t_4)) / floorf(maxAniso);
} else {
tmp = fabsf((t_6 * ((dY_46_u * dX_46_v) - (dY_46_v * dX_46_u)))) / sqrtf(fmaxf(t_2, 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(floor(h) * floor(h)) t_1 = Float32(floor(w) * floor(w)) t_2 = fma(Float32(t_1 * dX_46_u), dX_46_u, Float32(t_0 * Float32(dX_46_v * dX_46_v))) t_3 = Float32(Float32(dY_46_u * dY_46_u) * t_1) t_4 = fma(Float32(t_0 * dY_46_v), dY_46_v, t_3) t_5 = Float32(dX_46_u * floor(w)) t_6 = Float32(floor(h) * floor(w)) tmp = Float32(0.0) if (Float32(fmax(Float32(t_5 * t_5), t_4) / abs(Float32(t_6 * Float32(Float32(-dX_46_u) * dY_46_v)))) > floor(maxAniso)) tmp = Float32(sqrt(fmax(t_2, t_4)) / floor(maxAniso)); else tmp = Float32(abs(Float32(t_6 * Float32(Float32(dY_46_u * dX_46_v) - Float32(dY_46_v * dX_46_u)))) / sqrt(fmax(t_2, t_3))); end return log2(tmp) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \\
t_1 := \left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \\
t_2 := \mathsf{fma}\left(t\_1 \cdot dX.u, dX.u, t\_0 \cdot \left(dX.v \cdot dX.v\right)\right)\\
t_3 := \left(dY.u \cdot dY.u\right) \cdot t\_1\\
t_4 := \mathsf{fma}\left(t\_0 \cdot dY.v, dY.v, t\_3\right)\\
t_5 := dX.u \cdot \left\lfloor w\right\rfloor \\
t_6 := \left\lfloor h\right\rfloor \cdot \left\lfloor w\right\rfloor \\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left(t\_5 \cdot t\_5, t\_4\right)}{\left|t\_6 \cdot \left(\left(-dX.u\right) \cdot dY.v\right)\right|} > \left\lfloor maxAniso\right\rfloor :\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t\_2, t\_4\right)}}{\left\lfloor maxAniso\right\rfloor }\\
\mathbf{else}:\\
\;\;\;\;\frac{\left|t\_6 \cdot \left(dY.u \cdot dX.v - dY.v \cdot dX.u\right)\right|}{\sqrt{\mathsf{max}\left(t\_2, t\_3\right)}}\\
\end{array}
\end{array}
\end{array}
Initial program 76.6%
Applied rewrites76.6%
Taylor expanded in dY.u around inf
pow2N/A
pow2N/A
lift-floor.f32N/A
lift-floor.f32N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f3276.1
Applied rewrites76.1%
Taylor expanded in dX.u around inf
pow-prod-downN/A
*-commutativeN/A
lift-floor.f32N/A
lift-*.f32N/A
pow2N/A
lift-*.f3266.6
lift-*.f32N/A
lift-floor.f32N/A
*-commutativeN/A
lower-*.f32N/A
lift-floor.f3266.6
lift-*.f32N/A
lift-floor.f32N/A
*-commutativeN/A
lower-*.f32N/A
lift-floor.f3266.6
Applied rewrites66.6%
Taylor expanded in dX.u around inf
associate-*r*N/A
lower-*.f32N/A
mul-1-negN/A
lower-neg.f3274.3
Applied rewrites74.3%
(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) (floor w)))
(t_2 (fma (* t_1 dX.u) dX.u (* t_0 (* dX.v dX.v))))
(t_3 (* (* dY.u dY.u) t_1))
(t_4 (fma (* t_0 dY.v) dY.v t_3))
(t_5 (* dX.u (floor w)))
(t_6 (* (floor h) (floor w))))
(log2
(if (>
(/ (fmax (* t_5 t_5) t_4) (fabs (* t_6 (* dY.u dX.v))))
(floor maxAniso))
(/ (sqrt (fmax t_2 t_4)) (floor maxAniso))
(/
(fabs (* t_6 (- (* dY.u dX.v) (* dY.v dX.u))))
(sqrt (fmax t_2 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 = floorf(h) * floorf(h);
float t_1 = floorf(w) * floorf(w);
float t_2 = fmaf((t_1 * dX_46_u), dX_46_u, (t_0 * (dX_46_v * dX_46_v)));
float t_3 = (dY_46_u * dY_46_u) * t_1;
float t_4 = fmaf((t_0 * dY_46_v), dY_46_v, t_3);
float t_5 = dX_46_u * floorf(w);
float t_6 = floorf(h) * floorf(w);
float tmp;
if ((fmaxf((t_5 * t_5), t_4) / fabsf((t_6 * (dY_46_u * dX_46_v)))) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(t_2, t_4)) / floorf(maxAniso);
} else {
tmp = fabsf((t_6 * ((dY_46_u * dX_46_v) - (dY_46_v * dX_46_u)))) / sqrtf(fmaxf(t_2, 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(floor(h) * floor(h)) t_1 = Float32(floor(w) * floor(w)) t_2 = fma(Float32(t_1 * dX_46_u), dX_46_u, Float32(t_0 * Float32(dX_46_v * dX_46_v))) t_3 = Float32(Float32(dY_46_u * dY_46_u) * t_1) t_4 = fma(Float32(t_0 * dY_46_v), dY_46_v, t_3) t_5 = Float32(dX_46_u * floor(w)) t_6 = Float32(floor(h) * floor(w)) tmp = Float32(0.0) if (Float32(fmax(Float32(t_5 * t_5), t_4) / abs(Float32(t_6 * Float32(dY_46_u * dX_46_v)))) > floor(maxAniso)) tmp = Float32(sqrt(fmax(t_2, t_4)) / floor(maxAniso)); else tmp = Float32(abs(Float32(t_6 * Float32(Float32(dY_46_u * dX_46_v) - Float32(dY_46_v * dX_46_u)))) / sqrt(fmax(t_2, t_3))); end return log2(tmp) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \\
t_1 := \left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \\
t_2 := \mathsf{fma}\left(t\_1 \cdot dX.u, dX.u, t\_0 \cdot \left(dX.v \cdot dX.v\right)\right)\\
t_3 := \left(dY.u \cdot dY.u\right) \cdot t\_1\\
t_4 := \mathsf{fma}\left(t\_0 \cdot dY.v, dY.v, t\_3\right)\\
t_5 := dX.u \cdot \left\lfloor w\right\rfloor \\
t_6 := \left\lfloor h\right\rfloor \cdot \left\lfloor w\right\rfloor \\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left(t\_5 \cdot t\_5, t\_4\right)}{\left|t\_6 \cdot \left(dY.u \cdot dX.v\right)\right|} > \left\lfloor maxAniso\right\rfloor :\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t\_2, t\_4\right)}}{\left\lfloor maxAniso\right\rfloor }\\
\mathbf{else}:\\
\;\;\;\;\frac{\left|t\_6 \cdot \left(dY.u \cdot dX.v - dY.v \cdot dX.u\right)\right|}{\sqrt{\mathsf{max}\left(t\_2, t\_3\right)}}\\
\end{array}
\end{array}
\end{array}
Initial program 76.6%
Applied rewrites76.6%
Taylor expanded in dY.u around inf
pow2N/A
pow2N/A
lift-floor.f32N/A
lift-floor.f32N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f3276.1
Applied rewrites76.1%
Taylor expanded in dX.u around inf
pow-prod-downN/A
*-commutativeN/A
lift-floor.f32N/A
lift-*.f32N/A
pow2N/A
lift-*.f3266.6
lift-*.f32N/A
lift-floor.f32N/A
*-commutativeN/A
lower-*.f32N/A
lift-floor.f3266.6
lift-*.f32N/A
lift-floor.f32N/A
*-commutativeN/A
lower-*.f32N/A
lift-floor.f3266.6
Applied rewrites66.6%
Taylor expanded in dX.u around 0
*-commutativeN/A
lift-*.f3266.4
Applied rewrites66.4%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor w) (floor w)))
(t_1
(fabs (* (* (floor h) (floor w)) (- (* dY.u dX.v) (* dY.v dX.u)))))
(t_2 (* (* dY.u dY.u) t_0))
(t_3 (* dX.u (floor w)))
(t_4 (* (floor h) (floor h)))
(t_5 (fma (* t_0 dX.u) dX.u (* t_4 (* dX.v dX.v)))))
(log2
(if (> (/ (fmax (* t_3 t_3) (* (* dY.v dY.v) t_4)) t_1) (floor maxAniso))
(/ (sqrt (fmax t_5 (fma (* t_4 dY.v) dY.v t_2))) (floor maxAniso))
(/ t_1 (sqrt (fmax t_5 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) * floorf(w);
float t_1 = fabsf(((floorf(h) * floorf(w)) * ((dY_46_u * dX_46_v) - (dY_46_v * dX_46_u))));
float t_2 = (dY_46_u * dY_46_u) * t_0;
float t_3 = dX_46_u * floorf(w);
float t_4 = floorf(h) * floorf(h);
float t_5 = fmaf((t_0 * dX_46_u), dX_46_u, (t_4 * (dX_46_v * dX_46_v)));
float tmp;
if ((fmaxf((t_3 * t_3), ((dY_46_v * dY_46_v) * t_4)) / t_1) > floorf(maxAniso)) {
tmp = sqrtf(fmaxf(t_5, fmaf((t_4 * dY_46_v), dY_46_v, t_2))) / floorf(maxAniso);
} else {
tmp = t_1 / sqrtf(fmaxf(t_5, 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) * floor(w)) t_1 = abs(Float32(Float32(floor(h) * floor(w)) * Float32(Float32(dY_46_u * dX_46_v) - Float32(dY_46_v * dX_46_u)))) t_2 = Float32(Float32(dY_46_u * dY_46_u) * t_0) t_3 = Float32(dX_46_u * floor(w)) t_4 = Float32(floor(h) * floor(h)) t_5 = fma(Float32(t_0 * dX_46_u), dX_46_u, Float32(t_4 * Float32(dX_46_v * dX_46_v))) tmp = Float32(0.0) if (Float32(fmax(Float32(t_3 * t_3), Float32(Float32(dY_46_v * dY_46_v) * t_4)) / t_1) > floor(maxAniso)) tmp = Float32(sqrt(fmax(t_5, fma(Float32(t_4 * dY_46_v), dY_46_v, t_2))) / floor(maxAniso)); else tmp = Float32(t_1 / sqrt(fmax(t_5, t_2))); end return log2(tmp) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \\
t_1 := \left|\left(\left\lfloor h\right\rfloor \cdot \left\lfloor w\right\rfloor \right) \cdot \left(dY.u \cdot dX.v - dY.v \cdot dX.u\right)\right|\\
t_2 := \left(dY.u \cdot dY.u\right) \cdot t\_0\\
t_3 := dX.u \cdot \left\lfloor w\right\rfloor \\
t_4 := \left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \\
t_5 := \mathsf{fma}\left(t\_0 \cdot dX.u, dX.u, t\_4 \cdot \left(dX.v \cdot dX.v\right)\right)\\
\log_{2} \begin{array}{l}
\mathbf{if}\;\frac{\mathsf{max}\left(t\_3 \cdot t\_3, \left(dY.v \cdot dY.v\right) \cdot t\_4\right)}{t\_1} > \left\lfloor maxAniso\right\rfloor :\\
\;\;\;\;\frac{\sqrt{\mathsf{max}\left(t\_5, \mathsf{fma}\left(t\_4 \cdot dY.v, dY.v, t\_2\right)\right)}}{\left\lfloor maxAniso\right\rfloor }\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1}{\sqrt{\mathsf{max}\left(t\_5, t\_2\right)}}\\
\end{array}
\end{array}
\end{array}
Initial program 76.6%
Applied rewrites76.6%
Taylor expanded in dY.u around inf
pow2N/A
pow2N/A
lift-floor.f32N/A
lift-floor.f32N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f3276.1
Applied rewrites76.1%
Taylor expanded in dX.u around inf
pow-prod-downN/A
*-commutativeN/A
lift-floor.f32N/A
lift-*.f32N/A
pow2N/A
lift-*.f3266.6
lift-*.f32N/A
lift-floor.f32N/A
*-commutativeN/A
lower-*.f32N/A
lift-floor.f3266.6
lift-*.f32N/A
lift-floor.f32N/A
*-commutativeN/A
lower-*.f32N/A
lift-floor.f3266.6
Applied rewrites66.6%
Taylor expanded in dY.u around 0
Applied rewrites57.7%
herbie shell --seed 2025113
(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)))))))))