
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (floor w) dY.u))
(t_1 (* (floor h) dY.v))
(t_2 (* (floor h) dX.v))
(t_3 (* (floor d) dY.w))
(t_4 (* (floor d) dX.w))
(t_5 (* (floor w) dX.u)))
(log2
(sqrt
(fmax
(+ (+ (* t_5 t_5) (* t_2 t_2)) (* t_4 t_4))
(+ (+ (* t_0 t_0) (* t_1 t_1)) (* t_3 t_3)))))))
float code(float w, float h, float d, float dX_46_u, float dX_46_v, float dX_46_w, float dY_46_u, float dY_46_v, float dY_46_w) {
float t_0 = floorf(w) * dY_46_u;
float t_1 = floorf(h) * dY_46_v;
float t_2 = floorf(h) * dX_46_v;
float t_3 = floorf(d) * dY_46_w;
float t_4 = floorf(d) * dX_46_w;
float t_5 = floorf(w) * dX_46_u;
return log2f(sqrtf(fmaxf((((t_5 * t_5) + (t_2 * t_2)) + (t_4 * t_4)), (((t_0 * t_0) + (t_1 * t_1)) + (t_3 * t_3)))));
}
function code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = Float32(floor(w) * dY_46_u) t_1 = Float32(floor(h) * dY_46_v) t_2 = Float32(floor(h) * dX_46_v) t_3 = Float32(floor(d) * dY_46_w) t_4 = Float32(floor(d) * dX_46_w) t_5 = Float32(floor(w) * dX_46_u) return log2(sqrt(((Float32(Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)) + Float32(t_4 * t_4)) != Float32(Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)) + Float32(t_4 * t_4))) ? Float32(Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) + Float32(t_3 * t_3)) : ((Float32(Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) + Float32(t_3 * t_3)) != Float32(Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) + Float32(t_3 * t_3))) ? Float32(Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)) + Float32(t_4 * t_4)) : max(Float32(Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)) + Float32(t_4 * t_4)), Float32(Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) + Float32(t_3 * t_3))))))) end
function tmp = code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = floor(w) * dY_46_u; t_1 = floor(h) * dY_46_v; t_2 = floor(h) * dX_46_v; t_3 = floor(d) * dY_46_w; t_4 = floor(d) * dX_46_w; t_5 = floor(w) * dX_46_u; tmp = log2(sqrt(max((((t_5 * t_5) + (t_2 * t_2)) + (t_4 * t_4)), (((t_0 * t_0) + (t_1 * t_1)) + (t_3 * t_3))))); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloor w\right\rfloor \cdot dY.u\\
t_1 := \left\lfloor h\right\rfloor \cdot dY.v\\
t_2 := \left\lfloor h\right\rfloor \cdot dX.v\\
t_3 := \left\lfloor d\right\rfloor \cdot dY.w\\
t_4 := \left\lfloor d\right\rfloor \cdot dX.w\\
t_5 := \left\lfloor w\right\rfloor \cdot dX.u\\
\log_{2} \left(\sqrt{\mathsf{max}\left(\left(t\_5 \cdot t\_5 + t\_2 \cdot t\_2\right) + t\_4 \cdot t\_4, \left(t\_0 \cdot t\_0 + t\_1 \cdot t\_1\right) + t\_3 \cdot t\_3\right)}\right)
\end{array}
\end{array}
Sampling outcomes in binary32 precision:
Herbie found 5 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (floor w) dY.u))
(t_1 (* (floor h) dY.v))
(t_2 (* (floor h) dX.v))
(t_3 (* (floor d) dY.w))
(t_4 (* (floor d) dX.w))
(t_5 (* (floor w) dX.u)))
(log2
(sqrt
(fmax
(+ (+ (* t_5 t_5) (* t_2 t_2)) (* t_4 t_4))
(+ (+ (* t_0 t_0) (* t_1 t_1)) (* t_3 t_3)))))))
float code(float w, float h, float d, float dX_46_u, float dX_46_v, float dX_46_w, float dY_46_u, float dY_46_v, float dY_46_w) {
float t_0 = floorf(w) * dY_46_u;
float t_1 = floorf(h) * dY_46_v;
float t_2 = floorf(h) * dX_46_v;
float t_3 = floorf(d) * dY_46_w;
float t_4 = floorf(d) * dX_46_w;
float t_5 = floorf(w) * dX_46_u;
return log2f(sqrtf(fmaxf((((t_5 * t_5) + (t_2 * t_2)) + (t_4 * t_4)), (((t_0 * t_0) + (t_1 * t_1)) + (t_3 * t_3)))));
}
function code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = Float32(floor(w) * dY_46_u) t_1 = Float32(floor(h) * dY_46_v) t_2 = Float32(floor(h) * dX_46_v) t_3 = Float32(floor(d) * dY_46_w) t_4 = Float32(floor(d) * dX_46_w) t_5 = Float32(floor(w) * dX_46_u) return log2(sqrt(((Float32(Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)) + Float32(t_4 * t_4)) != Float32(Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)) + Float32(t_4 * t_4))) ? Float32(Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) + Float32(t_3 * t_3)) : ((Float32(Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) + Float32(t_3 * t_3)) != Float32(Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) + Float32(t_3 * t_3))) ? Float32(Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)) + Float32(t_4 * t_4)) : max(Float32(Float32(Float32(t_5 * t_5) + Float32(t_2 * t_2)) + Float32(t_4 * t_4)), Float32(Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) + Float32(t_3 * t_3))))))) end
function tmp = code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = floor(w) * dY_46_u; t_1 = floor(h) * dY_46_v; t_2 = floor(h) * dX_46_v; t_3 = floor(d) * dY_46_w; t_4 = floor(d) * dX_46_w; t_5 = floor(w) * dX_46_u; tmp = log2(sqrt(max((((t_5 * t_5) + (t_2 * t_2)) + (t_4 * t_4)), (((t_0 * t_0) + (t_1 * t_1)) + (t_3 * t_3))))); end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloor w\right\rfloor \cdot dY.u\\
t_1 := \left\lfloor h\right\rfloor \cdot dY.v\\
t_2 := \left\lfloor h\right\rfloor \cdot dX.v\\
t_3 := \left\lfloor d\right\rfloor \cdot dY.w\\
t_4 := \left\lfloor d\right\rfloor \cdot dX.w\\
t_5 := \left\lfloor w\right\rfloor \cdot dX.u\\
\log_{2} \left(\sqrt{\mathsf{max}\left(\left(t\_5 \cdot t\_5 + t\_2 \cdot t\_2\right) + t\_4 \cdot t\_4, \left(t\_0 \cdot t\_0 + t\_1 \cdot t\_1\right) + t\_3 \cdot t\_3\right)}\right)
\end{array}
\end{array}
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* dY.v (floor h)))
(t_1 (* dX.v (floor h)))
(t_2 (* dY.u (floor w)))
(t_3 (* dX.u (floor w)))
(t_4 (+ (* t_1 t_1) (* t_3 t_3)))
(t_5 (* dX.w (floor d)))
(t_6 (* dY.w (floor d)))
(t_7 (+ (* t_6 t_6) (+ (* t_0 t_0) (* t_2 t_2)))))
(if (<= (fmax (+ (* t_5 t_5) t_4) t_7) INFINITY)
(log2 (sqrt (fmax (+ (* (* (pow (floor d) 2.0) dX.w) dX.w) t_4) t_7)))
(log2
(sqrt
(fmax
(fma
(* (pow (floor w) 2.0) dX.u)
dX.u
(* (* (pow (floor h) 2.0) dX.v) dX.v))
t_7))))))
float code(float w, float h, float d, float dX_46_u, float dX_46_v, float dX_46_w, float dY_46_u, float dY_46_v, float dY_46_w) {
float t_0 = dY_46_v * floorf(h);
float t_1 = dX_46_v * floorf(h);
float t_2 = dY_46_u * floorf(w);
float t_3 = dX_46_u * floorf(w);
float t_4 = (t_1 * t_1) + (t_3 * t_3);
float t_5 = dX_46_w * floorf(d);
float t_6 = dY_46_w * floorf(d);
float t_7 = (t_6 * t_6) + ((t_0 * t_0) + (t_2 * t_2));
float tmp;
if (fmaxf(((t_5 * t_5) + t_4), t_7) <= ((float) INFINITY)) {
tmp = log2f(sqrtf(fmaxf((((powf(floorf(d), 2.0f) * dX_46_w) * dX_46_w) + t_4), t_7)));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf((powf(floorf(w), 2.0f) * dX_46_u), dX_46_u, ((powf(floorf(h), 2.0f) * dX_46_v) * dX_46_v)), t_7)));
}
return tmp;
}
function code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = Float32(dY_46_v * floor(h)) t_1 = Float32(dX_46_v * floor(h)) t_2 = Float32(dY_46_u * floor(w)) t_3 = Float32(dX_46_u * floor(w)) t_4 = Float32(Float32(t_1 * t_1) + Float32(t_3 * t_3)) t_5 = Float32(dX_46_w * floor(d)) t_6 = Float32(dY_46_w * floor(d)) t_7 = Float32(Float32(t_6 * t_6) + Float32(Float32(t_0 * t_0) + Float32(t_2 * t_2))) tmp = Float32(0.0) if (((Float32(Float32(t_5 * t_5) + t_4) != Float32(Float32(t_5 * t_5) + t_4)) ? t_7 : ((t_7 != t_7) ? Float32(Float32(t_5 * t_5) + t_4) : max(Float32(Float32(t_5 * t_5) + t_4), t_7))) <= Float32(Inf)) tmp = log2(sqrt(((Float32(Float32(Float32((floor(d) ^ Float32(2.0)) * dX_46_w) * dX_46_w) + t_4) != Float32(Float32(Float32((floor(d) ^ Float32(2.0)) * dX_46_w) * dX_46_w) + t_4)) ? t_7 : ((t_7 != t_7) ? Float32(Float32(Float32((floor(d) ^ Float32(2.0)) * dX_46_w) * dX_46_w) + t_4) : max(Float32(Float32(Float32((floor(d) ^ Float32(2.0)) * dX_46_w) * dX_46_w) + t_4), t_7))))); else tmp = log2(sqrt(((fma(Float32((floor(w) ^ Float32(2.0)) * dX_46_u), dX_46_u, Float32(Float32((floor(h) ^ Float32(2.0)) * dX_46_v) * dX_46_v)) != fma(Float32((floor(w) ^ Float32(2.0)) * dX_46_u), dX_46_u, Float32(Float32((floor(h) ^ Float32(2.0)) * dX_46_v) * dX_46_v))) ? t_7 : ((t_7 != t_7) ? fma(Float32((floor(w) ^ Float32(2.0)) * dX_46_u), dX_46_u, Float32(Float32((floor(h) ^ Float32(2.0)) * dX_46_v) * dX_46_v)) : max(fma(Float32((floor(w) ^ Float32(2.0)) * dX_46_u), dX_46_u, Float32(Float32((floor(h) ^ Float32(2.0)) * dX_46_v) * dX_46_v)), t_7))))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dY.v \cdot \left\lfloor h\right\rfloor \\
t_1 := dX.v \cdot \left\lfloor h\right\rfloor \\
t_2 := dY.u \cdot \left\lfloor w\right\rfloor \\
t_3 := dX.u \cdot \left\lfloor w\right\rfloor \\
t_4 := t\_1 \cdot t\_1 + t\_3 \cdot t\_3\\
t_5 := dX.w \cdot \left\lfloor d\right\rfloor \\
t_6 := dY.w \cdot \left\lfloor d\right\rfloor \\
t_7 := t\_6 \cdot t\_6 + \left(t\_0 \cdot t\_0 + t\_2 \cdot t\_2\right)\\
\mathbf{if}\;\mathsf{max}\left(t\_5 \cdot t\_5 + t\_4, t\_7\right) \leq \infty:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\left({\left(\left\lfloor d\right\rfloor \right)}^{2} \cdot dX.w\right) \cdot dX.w + t\_4, t\_7\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left({\left(\left\lfloor w\right\rfloor \right)}^{2} \cdot dX.u, dX.u, \left({\left(\left\lfloor h\right\rfloor \right)}^{2} \cdot dX.v\right) \cdot dX.v\right), t\_7\right)}\right)\\
\end{array}
\end{array}
if (fmax.f32 (+.f32 (+.f32 (*.f32 (*.f32 (floor.f32 w) dX.u) (*.f32 (floor.f32 w) dX.u)) (*.f32 (*.f32 (floor.f32 h) dX.v) (*.f32 (floor.f32 h) dX.v))) (*.f32 (*.f32 (floor.f32 d) dX.w) (*.f32 (floor.f32 d) dX.w))) (+.f32 (+.f32 (*.f32 (*.f32 (floor.f32 w) dY.u) (*.f32 (floor.f32 w) dY.u)) (*.f32 (*.f32 (floor.f32 h) dY.v) (*.f32 (floor.f32 h) dY.v))) (*.f32 (*.f32 (floor.f32 d) dY.w) (*.f32 (floor.f32 d) dY.w)))) < +inf.0Initial program 66.0%
lift-*.f32N/A
pow2N/A
lift-*.f32N/A
unpow-prod-downN/A
pow2N/A
associate-*r*N/A
lower-*.f32N/A
lower-*.f32N/A
lower-pow.f3266.0
Applied rewrites66.0%
if +inf.0 < (fmax.f32 (+.f32 (+.f32 (*.f32 (*.f32 (floor.f32 w) dX.u) (*.f32 (floor.f32 w) dX.u)) (*.f32 (*.f32 (floor.f32 h) dX.v) (*.f32 (floor.f32 h) dX.v))) (*.f32 (*.f32 (floor.f32 d) dX.w) (*.f32 (floor.f32 d) dX.w))) (+.f32 (+.f32 (*.f32 (*.f32 (floor.f32 w) dY.u) (*.f32 (floor.f32 w) dY.u)) (*.f32 (*.f32 (floor.f32 h) dY.v) (*.f32 (floor.f32 h) dY.v))) (*.f32 (*.f32 (floor.f32 d) dY.w) (*.f32 (floor.f32 d) dY.w)))) Initial program 66.0%
Taylor expanded in dX.u around inf
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-*.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f3252.1
Applied rewrites52.1%
Taylor expanded in dX.w around 0
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-fma.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f32N/A
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-*.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f3246.1
Applied rewrites45.8%
Final simplification66.0%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* dX.w (floor d)))
(t_1 (* dY.w (floor d)))
(t_2 (* dY.v (floor h)))
(t_3 (* dY.u (floor w))))
(if (<= dY.v 240.0)
(log2
(sqrt
(fmax
(+
(pow t_0 2.0)
(+ (pow (* dX.u (floor w)) 2.0) (pow (* dX.v (floor h)) 2.0)))
(+ (pow t_1 2.0) (pow t_3 2.0)))))
(log2
(sqrt
(fmax
(+ (* (* (pow (floor h) 2.0) dX.v) dX.v) (* t_0 t_0))
(+ (* t_1 t_1) (+ (* t_2 t_2) (* t_3 t_3)))))))))
float code(float w, float h, float d, float dX_46_u, float dX_46_v, float dX_46_w, float dY_46_u, float dY_46_v, float dY_46_w) {
float t_0 = dX_46_w * floorf(d);
float t_1 = dY_46_w * floorf(d);
float t_2 = dY_46_v * floorf(h);
float t_3 = dY_46_u * floorf(w);
float tmp;
if (dY_46_v <= 240.0f) {
tmp = log2f(sqrtf(fmaxf((powf(t_0, 2.0f) + (powf((dX_46_u * floorf(w)), 2.0f) + powf((dX_46_v * floorf(h)), 2.0f))), (powf(t_1, 2.0f) + powf(t_3, 2.0f)))));
} else {
tmp = log2f(sqrtf(fmaxf((((powf(floorf(h), 2.0f) * dX_46_v) * dX_46_v) + (t_0 * t_0)), ((t_1 * t_1) + ((t_2 * t_2) + (t_3 * t_3))))));
}
return tmp;
}
function code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = Float32(dX_46_w * floor(d)) t_1 = Float32(dY_46_w * floor(d)) t_2 = Float32(dY_46_v * floor(h)) t_3 = Float32(dY_46_u * floor(w)) tmp = Float32(0.0) if (dY_46_v <= Float32(240.0)) tmp = log2(sqrt(((Float32((t_0 ^ Float32(2.0)) + Float32((Float32(dX_46_u * floor(w)) ^ Float32(2.0)) + (Float32(dX_46_v * floor(h)) ^ Float32(2.0)))) != Float32((t_0 ^ Float32(2.0)) + Float32((Float32(dX_46_u * floor(w)) ^ Float32(2.0)) + (Float32(dX_46_v * floor(h)) ^ Float32(2.0))))) ? Float32((t_1 ^ Float32(2.0)) + (t_3 ^ Float32(2.0))) : ((Float32((t_1 ^ Float32(2.0)) + (t_3 ^ Float32(2.0))) != Float32((t_1 ^ Float32(2.0)) + (t_3 ^ Float32(2.0)))) ? Float32((t_0 ^ Float32(2.0)) + Float32((Float32(dX_46_u * floor(w)) ^ Float32(2.0)) + (Float32(dX_46_v * floor(h)) ^ Float32(2.0)))) : max(Float32((t_0 ^ Float32(2.0)) + Float32((Float32(dX_46_u * floor(w)) ^ Float32(2.0)) + (Float32(dX_46_v * floor(h)) ^ Float32(2.0)))), Float32((t_1 ^ Float32(2.0)) + (t_3 ^ Float32(2.0)))))))); else tmp = log2(sqrt(((Float32(Float32(Float32((floor(h) ^ Float32(2.0)) * dX_46_v) * dX_46_v) + Float32(t_0 * t_0)) != Float32(Float32(Float32((floor(h) ^ Float32(2.0)) * dX_46_v) * dX_46_v) + Float32(t_0 * t_0))) ? Float32(Float32(t_1 * t_1) + Float32(Float32(t_2 * t_2) + Float32(t_3 * t_3))) : ((Float32(Float32(t_1 * t_1) + Float32(Float32(t_2 * t_2) + Float32(t_3 * t_3))) != Float32(Float32(t_1 * t_1) + Float32(Float32(t_2 * t_2) + Float32(t_3 * t_3)))) ? Float32(Float32(Float32((floor(h) ^ Float32(2.0)) * dX_46_v) * dX_46_v) + Float32(t_0 * t_0)) : max(Float32(Float32(Float32((floor(h) ^ Float32(2.0)) * dX_46_v) * dX_46_v) + Float32(t_0 * t_0)), Float32(Float32(t_1 * t_1) + Float32(Float32(t_2 * t_2) + Float32(t_3 * t_3)))))))); end return tmp end
function tmp_2 = code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = dX_46_w * floor(d); t_1 = dY_46_w * floor(d); t_2 = dY_46_v * floor(h); t_3 = dY_46_u * floor(w); tmp = single(0.0); if (dY_46_v <= single(240.0)) tmp = log2(sqrt(max(((t_0 ^ single(2.0)) + (((dX_46_u * floor(w)) ^ single(2.0)) + ((dX_46_v * floor(h)) ^ single(2.0)))), ((t_1 ^ single(2.0)) + (t_3 ^ single(2.0)))))); else tmp = log2(sqrt(max(((((floor(h) ^ single(2.0)) * dX_46_v) * dX_46_v) + (t_0 * t_0)), ((t_1 * t_1) + ((t_2 * t_2) + (t_3 * t_3)))))); end tmp_2 = tmp; end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.w \cdot \left\lfloor d\right\rfloor \\
t_1 := dY.w \cdot \left\lfloor d\right\rfloor \\
t_2 := dY.v \cdot \left\lfloor h\right\rfloor \\
t_3 := dY.u \cdot \left\lfloor w\right\rfloor \\
\mathbf{if}\;dY.v \leq 240:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left({t\_0}^{2} + \left({\left(dX.u \cdot \left\lfloor w\right\rfloor \right)}^{2} + {\left(dX.v \cdot \left\lfloor h\right\rfloor \right)}^{2}\right), {t\_1}^{2} + {t\_3}^{2}\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\left({\left(\left\lfloor h\right\rfloor \right)}^{2} \cdot dX.v\right) \cdot dX.v + t\_0 \cdot t\_0, t\_1 \cdot t\_1 + \left(t\_2 \cdot t\_2 + t\_3 \cdot t\_3\right)\right)}\right)\\
\end{array}
\end{array}
if dY.v < 240Initial program 69.8%
lift-+.f32N/A
lift-+.f32N/A
associate-+l+N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f32N/A
swap-sqrN/A
pow2N/A
associate-*r*N/A
lower-fma.f32N/A
Applied rewrites46.8%
Taylor expanded in dY.v around 0
+-commutativeN/A
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-fma.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f32N/A
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-*.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f3247.4
Applied rewrites47.5%
Applied rewrites65.4%
if 240 < dY.v Initial program 54.0%
Taylor expanded in dX.u around 0
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-*.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f3255.8
Applied rewrites55.8%
Final simplification63.1%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (pow (* dY.w (floor d)) 2.0))
(t_1 (pow (* dY.u (floor w)) 2.0))
(t_2 (pow (* dX.u (floor w)) 2.0)))
(if (<= dY.v 45000.0)
(log2
(sqrt
(fmax
(+ (pow (* dX.w (floor d)) 2.0) (+ t_2 (pow (* dX.v (floor h)) 2.0)))
(+ t_0 t_1))))
(log2
(pow
(pow (fmax t_2 (+ (+ (pow (* dY.v (floor h)) 2.0) t_1) t_0)) 0.25)
2.0)))))
float code(float w, float h, float d, float dX_46_u, float dX_46_v, float dX_46_w, float dY_46_u, float dY_46_v, float dY_46_w) {
float t_0 = powf((dY_46_w * floorf(d)), 2.0f);
float t_1 = powf((dY_46_u * floorf(w)), 2.0f);
float t_2 = powf((dX_46_u * floorf(w)), 2.0f);
float tmp;
if (dY_46_v <= 45000.0f) {
tmp = log2f(sqrtf(fmaxf((powf((dX_46_w * floorf(d)), 2.0f) + (t_2 + powf((dX_46_v * floorf(h)), 2.0f))), (t_0 + t_1))));
} else {
tmp = log2f(powf(powf(fmaxf(t_2, ((powf((dY_46_v * floorf(h)), 2.0f) + t_1) + t_0)), 0.25f), 2.0f));
}
return tmp;
}
function code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = Float32(dY_46_w * floor(d)) ^ Float32(2.0) t_1 = Float32(dY_46_u * floor(w)) ^ Float32(2.0) t_2 = Float32(dX_46_u * floor(w)) ^ Float32(2.0) tmp = Float32(0.0) if (dY_46_v <= Float32(45000.0)) tmp = log2(sqrt(((Float32((Float32(dX_46_w * floor(d)) ^ Float32(2.0)) + Float32(t_2 + (Float32(dX_46_v * floor(h)) ^ Float32(2.0)))) != Float32((Float32(dX_46_w * floor(d)) ^ Float32(2.0)) + Float32(t_2 + (Float32(dX_46_v * floor(h)) ^ Float32(2.0))))) ? Float32(t_0 + t_1) : ((Float32(t_0 + t_1) != Float32(t_0 + t_1)) ? Float32((Float32(dX_46_w * floor(d)) ^ Float32(2.0)) + Float32(t_2 + (Float32(dX_46_v * floor(h)) ^ Float32(2.0)))) : max(Float32((Float32(dX_46_w * floor(d)) ^ Float32(2.0)) + Float32(t_2 + (Float32(dX_46_v * floor(h)) ^ Float32(2.0)))), Float32(t_0 + t_1)))))); else tmp = log2(((((t_2 != t_2) ? Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + t_1) + t_0) : ((Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + t_1) + t_0) != Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + t_1) + t_0)) ? t_2 : max(t_2, Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + t_1) + t_0)))) ^ Float32(0.25)) ^ Float32(2.0))); end return tmp end
function tmp_2 = code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = (dY_46_w * floor(d)) ^ single(2.0); t_1 = (dY_46_u * floor(w)) ^ single(2.0); t_2 = (dX_46_u * floor(w)) ^ single(2.0); tmp = single(0.0); if (dY_46_v <= single(45000.0)) tmp = log2(sqrt(max((((dX_46_w * floor(d)) ^ single(2.0)) + (t_2 + ((dX_46_v * floor(h)) ^ single(2.0)))), (t_0 + t_1)))); else tmp = log2(((max(t_2, ((((dY_46_v * floor(h)) ^ single(2.0)) + t_1) + t_0)) ^ single(0.25)) ^ single(2.0))); end tmp_2 = tmp; end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(dY.w \cdot \left\lfloor d\right\rfloor \right)}^{2}\\
t_1 := {\left(dY.u \cdot \left\lfloor w\right\rfloor \right)}^{2}\\
t_2 := {\left(dX.u \cdot \left\lfloor w\right\rfloor \right)}^{2}\\
\mathbf{if}\;dY.v \leq 45000:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left({\left(dX.w \cdot \left\lfloor d\right\rfloor \right)}^{2} + \left(t\_2 + {\left(dX.v \cdot \left\lfloor h\right\rfloor \right)}^{2}\right), t\_0 + t\_1\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left({\left({\left(\mathsf{max}\left(t\_2, \left({\left(dY.v \cdot \left\lfloor h\right\rfloor \right)}^{2} + t\_1\right) + t\_0\right)\right)}^{0.25}\right)}^{2}\right)\\
\end{array}
\end{array}
if dY.v < 45000Initial program 69.3%
lift-+.f32N/A
lift-+.f32N/A
associate-+l+N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f32N/A
swap-sqrN/A
pow2N/A
associate-*r*N/A
lower-fma.f32N/A
Applied rewrites46.5%
Taylor expanded in dY.v around 0
+-commutativeN/A
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-fma.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f32N/A
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-*.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f3246.5
Applied rewrites46.6%
Applied rewrites64.8%
if 45000 < dY.v Initial program 53.2%
Taylor expanded in dX.u around inf
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-*.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f3252.1
Applied rewrites52.1%
Applied rewrites52.1%
Final simplification62.2%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(log2
(sqrt
(fmax
(* (* (pow (floor w) 2.0) dX.u) dX.u)
(+
(+ (pow (* dY.v (floor h)) 2.0) (pow (* dY.u (floor w)) 2.0))
(pow (* dY.w (floor d)) 2.0))))))
float code(float w, float h, float d, float dX_46_u, float dX_46_v, float dX_46_w, float dY_46_u, float dY_46_v, float dY_46_w) {
return log2f(sqrtf(fmaxf(((powf(floorf(w), 2.0f) * dX_46_u) * dX_46_u), ((powf((dY_46_v * floorf(h)), 2.0f) + powf((dY_46_u * floorf(w)), 2.0f)) + powf((dY_46_w * floorf(d)), 2.0f)))));
}
function code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) return log2(sqrt(((Float32(Float32((floor(w) ^ Float32(2.0)) * dX_46_u) * dX_46_u) != Float32(Float32((floor(w) ^ Float32(2.0)) * dX_46_u) * dX_46_u)) ? Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + (Float32(dY_46_u * floor(w)) ^ Float32(2.0))) + (Float32(dY_46_w * floor(d)) ^ Float32(2.0))) : ((Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + (Float32(dY_46_u * floor(w)) ^ Float32(2.0))) + (Float32(dY_46_w * floor(d)) ^ Float32(2.0))) != Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + (Float32(dY_46_u * floor(w)) ^ Float32(2.0))) + (Float32(dY_46_w * floor(d)) ^ Float32(2.0)))) ? Float32(Float32((floor(w) ^ Float32(2.0)) * dX_46_u) * dX_46_u) : max(Float32(Float32((floor(w) ^ Float32(2.0)) * dX_46_u) * dX_46_u), Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + (Float32(dY_46_u * floor(w)) ^ Float32(2.0))) + (Float32(dY_46_w * floor(d)) ^ Float32(2.0)))))))) end
function tmp = code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) tmp = log2(sqrt(max((((floor(w) ^ single(2.0)) * dX_46_u) * dX_46_u), ((((dY_46_v * floor(h)) ^ single(2.0)) + ((dY_46_u * floor(w)) ^ single(2.0))) + ((dY_46_w * floor(d)) ^ single(2.0)))))); end
\begin{array}{l}
\\
\log_{2} \left(\sqrt{\mathsf{max}\left(\left({\left(\left\lfloor w\right\rfloor \right)}^{2} \cdot dX.u\right) \cdot dX.u, \left({\left(dY.v \cdot \left\lfloor h\right\rfloor \right)}^{2} + {\left(dY.u \cdot \left\lfloor w\right\rfloor \right)}^{2}\right) + {\left(dY.w \cdot \left\lfloor d\right\rfloor \right)}^{2}\right)}\right)
\end{array}
Initial program 66.0%
Taylor expanded in dX.u around inf
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-*.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f3252.1
Applied rewrites52.1%
lift-*.f32N/A
pow2N/A
lift-*.f32N/A
*-commutativeN/A
lift-*.f32N/A
lift-pow.f3252.1
Applied rewrites52.1%
lift-*.f32N/A
pow2N/A
lower-pow.f3252.1
lift-*.f32N/A
*-commutativeN/A
lift-*.f3252.1
Applied rewrites52.1%
lift-*.f32N/A
pow2N/A
lift-*.f32N/A
*-commutativeN/A
lift-*.f32N/A
lift-pow.f3252.1
Applied rewrites52.1%
Final simplification52.1%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(log2
(sqrt
(fmax
(pow (* dX.u (floor w)) 2.0)
(+
(+ (pow (* dY.v (floor h)) 2.0) (pow (* dY.u (floor w)) 2.0))
(pow (* dY.w (floor d)) 2.0))))))
float code(float w, float h, float d, float dX_46_u, float dX_46_v, float dX_46_w, float dY_46_u, float dY_46_v, float dY_46_w) {
return log2f(sqrtf(fmaxf(powf((dX_46_u * floorf(w)), 2.0f), ((powf((dY_46_v * floorf(h)), 2.0f) + powf((dY_46_u * floorf(w)), 2.0f)) + powf((dY_46_w * floorf(d)), 2.0f)))));
}
function code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) return log2(sqrt((((Float32(dX_46_u * floor(w)) ^ Float32(2.0)) != (Float32(dX_46_u * floor(w)) ^ Float32(2.0))) ? Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + (Float32(dY_46_u * floor(w)) ^ Float32(2.0))) + (Float32(dY_46_w * floor(d)) ^ Float32(2.0))) : ((Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + (Float32(dY_46_u * floor(w)) ^ Float32(2.0))) + (Float32(dY_46_w * floor(d)) ^ Float32(2.0))) != Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + (Float32(dY_46_u * floor(w)) ^ Float32(2.0))) + (Float32(dY_46_w * floor(d)) ^ Float32(2.0)))) ? (Float32(dX_46_u * floor(w)) ^ Float32(2.0)) : max((Float32(dX_46_u * floor(w)) ^ Float32(2.0)), Float32(Float32((Float32(dY_46_v * floor(h)) ^ Float32(2.0)) + (Float32(dY_46_u * floor(w)) ^ Float32(2.0))) + (Float32(dY_46_w * floor(d)) ^ Float32(2.0)))))))) end
function tmp = code(w, h, d, dX_46_u, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) tmp = log2(sqrt(max(((dX_46_u * floor(w)) ^ single(2.0)), ((((dY_46_v * floor(h)) ^ single(2.0)) + ((dY_46_u * floor(w)) ^ single(2.0))) + ((dY_46_w * floor(d)) ^ single(2.0)))))); end
\begin{array}{l}
\\
\log_{2} \left(\sqrt{\mathsf{max}\left({\left(dX.u \cdot \left\lfloor w\right\rfloor \right)}^{2}, \left({\left(dY.v \cdot \left\lfloor h\right\rfloor \right)}^{2} + {\left(dY.u \cdot \left\lfloor w\right\rfloor \right)}^{2}\right) + {\left(dY.w \cdot \left\lfloor d\right\rfloor \right)}^{2}\right)}\right)
\end{array}
Initial program 66.0%
Taylor expanded in dX.u around inf
*-commutativeN/A
unpow2N/A
associate-*r*N/A
lower-*.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-floor.f3252.1
Applied rewrites52.1%
Applied rewrites52.1%
herbie shell --seed 2024332
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:name "Isotropic LOD (LOD)"
:precision binary32
:pre (and (and (and (and (and (and (and (and (and (<= 1.0 w) (<= w 16384.0)) (and (<= 1.0 h) (<= h 16384.0))) (and (<= 1.0 d) (<= d 4096.0))) (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 dX.w)) (<= (fabs dX.w) 1e+20))) (and (<= 1e-20 (fabs dY.u)) (<= (fabs dY.u) 1e+20))) (and (<= 1e-20 (fabs dY.v)) (<= (fabs dY.v) 1e+20))) (and (<= 1e-20 (fabs dY.w)) (<= (fabs dY.w) 1e+20)))
(log2 (sqrt (fmax (+ (+ (* (* (floor w) dX.u) (* (floor w) dX.u)) (* (* (floor h) dX.v) (* (floor h) dX.v))) (* (* (floor d) dX.w) (* (floor d) dX.w))) (+ (+ (* (* (floor w) dY.u) (* (floor w) dY.u)) (* (* (floor h) dY.v) (* (floor h) dY.v))) (* (* (floor d) dY.w) (* (floor d) dY.w)))))))