
(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(fmax(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}
Herbie found 4 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(fmax(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}
dX.u_m = (fabs.f32 dX.u)
(FPCore (w h d dX.u_m dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (floor w) dX.u_m))
(t_1 (* (floor w) dY.u))
(t_2 (* (floor h) dX.v))
(t_3 (* (floor d) dY.w))
(t_4 (* (floor d) dX.w))
(t_5 (* t_4 t_4))
(t_6 (* dX.w (floor d)))
(t_7 (* t_2 t_2))
(t_8 (* (floor h) dY.v)))
(if (<=
(log2
(sqrt
(fmax
(+ (+ (* t_0 t_0) t_7) t_5)
(+ (+ (* t_1 t_1) (* t_8 t_8)) (* t_3 t_3)))))
100.0)
(log2
(sqrt
(fmax
(fma
t_6
t_6
(fma
(* (* dX.u_m (floor w)) dX.u_m)
(floor w)
(* (* (* dX.v (floor h)) dX.v) (floor h))))
(fma
(* (* (floor w) (floor w)) dY.u)
dY.u
(fma
(* (* dY.w (floor d)) (floor d))
dY.w
(* (* (* dY.v (floor h)) dY.v) (floor h)))))))
(log2
(sqrt
(fmax
(+ (+ (exp (* (log (* (- dX.u_m) (floor w))) 2.0)) t_7) t_5)
(fma
(pow dY.u 2.0)
(pow (floor w) 2.0)
(* (pow dY.w 2.0) (pow (floor d) 2.0)))))))))dX.u_m = fabs(dX_46_u);
float code(float w, float h, float d, float dX_46_u_m, 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) * dX_46_u_m;
float t_1 = floorf(w) * dY_46_u;
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 = t_4 * t_4;
float t_6 = dX_46_w * floorf(d);
float t_7 = t_2 * t_2;
float t_8 = floorf(h) * dY_46_v;
float tmp;
if (log2f(sqrtf(fmaxf((((t_0 * t_0) + t_7) + t_5), (((t_1 * t_1) + (t_8 * t_8)) + (t_3 * t_3))))) <= 100.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf(t_6, t_6, fmaf(((dX_46_u_m * floorf(w)) * dX_46_u_m), floorf(w), (((dX_46_v * floorf(h)) * dX_46_v) * floorf(h)))), fmaf(((floorf(w) * floorf(w)) * dY_46_u), dY_46_u, fmaf(((dY_46_w * floorf(d)) * floorf(d)), dY_46_w, (((dY_46_v * floorf(h)) * dY_46_v) * floorf(h)))))));
} else {
tmp = log2f(sqrtf(fmaxf(((expf((logf((-dX_46_u_m * floorf(w))) * 2.0f)) + t_7) + t_5), fmaf(powf(dY_46_u, 2.0f), powf(floorf(w), 2.0f), (powf(dY_46_w, 2.0f) * powf(floorf(d), 2.0f))))));
}
return tmp;
}
dX.u_m = abs(dX_46_u) function code(w, h, d, dX_46_u_m, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = Float32(floor(w) * dX_46_u_m) t_1 = Float32(floor(w) * dY_46_u) 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(t_4 * t_4) t_6 = Float32(dX_46_w * floor(d)) t_7 = Float32(t_2 * t_2) t_8 = Float32(floor(h) * dY_46_v) tmp = Float32(0.0) if (log2(sqrt(fmax(Float32(Float32(Float32(t_0 * t_0) + t_7) + t_5), Float32(Float32(Float32(t_1 * t_1) + Float32(t_8 * t_8)) + Float32(t_3 * t_3))))) <= Float32(100.0)) tmp = log2(sqrt(fmax(fma(t_6, t_6, fma(Float32(Float32(dX_46_u_m * floor(w)) * dX_46_u_m), floor(w), Float32(Float32(Float32(dX_46_v * floor(h)) * dX_46_v) * floor(h)))), fma(Float32(Float32(floor(w) * floor(w)) * dY_46_u), dY_46_u, fma(Float32(Float32(dY_46_w * floor(d)) * floor(d)), dY_46_w, Float32(Float32(Float32(dY_46_v * floor(h)) * dY_46_v) * floor(h))))))); else tmp = log2(sqrt(fmax(Float32(Float32(exp(Float32(log(Float32(Float32(-dX_46_u_m) * floor(w))) * Float32(2.0))) + t_7) + t_5), fma((dY_46_u ^ Float32(2.0)), (floor(w) ^ Float32(2.0)), Float32((dY_46_w ^ Float32(2.0)) * (floor(d) ^ Float32(2.0))))))); end return tmp end
\begin{array}{l}
dX.u_m = \left|dX.u\right|
\\
\begin{array}{l}
t_0 := \left\lfloor w\right\rfloor \cdot dX.u\_m\\
t_1 := \left\lfloor w\right\rfloor \cdot dY.u\\
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 := t\_4 \cdot t\_4\\
t_6 := dX.w \cdot \left\lfloor d\right\rfloor \\
t_7 := t\_2 \cdot t\_2\\
t_8 := \left\lfloor h\right\rfloor \cdot dY.v\\
\mathbf{if}\;\log_{2} \left(\sqrt{\mathsf{max}\left(\left(t\_0 \cdot t\_0 + t\_7\right) + t\_5, \left(t\_1 \cdot t\_1 + t\_8 \cdot t\_8\right) + t\_3 \cdot t\_3\right)}\right) \leq 100:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_6, t\_6, \mathsf{fma}\left(\left(dX.u\_m \cdot \left\lfloor w\right\rfloor \right) \cdot dX.u\_m, \left\lfloor w\right\rfloor , \left(\left(dX.v \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v\right) \cdot \left\lfloor h\right\rfloor \right)\right), \mathsf{fma}\left(\left(\left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \right) \cdot dY.u, dY.u, \mathsf{fma}\left(\left(dY.w \cdot \left\lfloor d\right\rfloor \right) \cdot \left\lfloor d\right\rfloor , dY.w, \left(\left(dY.v \cdot \left\lfloor h\right\rfloor \right) \cdot dY.v\right) \cdot \left\lfloor h\right\rfloor \right)\right)\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\left(e^{\log \left(\left(-dX.u\_m\right) \cdot \left\lfloor w\right\rfloor \right) \cdot 2} + t\_7\right) + t\_5, \mathsf{fma}\left({dY.u}^{2}, {\left(\left\lfloor w\right\rfloor \right)}^{2}, {dY.w}^{2} \cdot {\left(\left\lfloor d\right\rfloor \right)}^{2}\right)\right)}\right)\\
\end{array}
\end{array}
if (log2.f32 (sqrt.f32 (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)))))) < 100Initial program 67.4%
lift-+.f32N/A
+-commutativeN/A
lift-*.f32N/A
lower-fma.f3267.4
lift-*.f32N/A
*-commutativeN/A
lower-*.f3267.4
lift-*.f32N/A
*-commutativeN/A
lower-*.f3267.4
lift-+.f32N/A
lift-*.f32N/A
lift-*.f32N/A
associate-*l*N/A
fp-cancel-sign-sub-invN/A
Applied rewrites67.4%
Applied rewrites67.4%
if 100 < (log2.f32 (sqrt.f32 (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 67.4%
lift-*.f32N/A
pow2N/A
pow-to-expN/A
lower-unsound-exp.f32N/A
lower-unsound-*.f32N/A
lower-unsound-log.f3256.7
lift-*.f32N/A
*-commutativeN/A
lower-*.f3256.7
Applied rewrites56.7%
lift-*.f32N/A
sqr-neg-revN/A
pow2N/A
pow-to-expN/A
lower-unsound-exp.f32N/A
lower-unsound-*.f32N/A
lower-unsound-log.f32N/A
lift-*.f32N/A
*-commutativeN/A
distribute-lft-neg-inN/A
lower-*.f32N/A
lower-neg.f3222.7
Applied rewrites22.7%
Taylor expanded in dY.v around 0
lower-fma.f32N/A
lower-pow.f32N/A
lower-pow.f32N/A
lower-floor.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-pow.f32N/A
lower-floor.f3235.5
Applied rewrites35.5%
dX.u_m = (fabs.f32 dX.u)
(FPCore (w h d dX.u_m dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* dX.w (floor d))))
(log2
(sqrt
(fmax
(fma
t_0
t_0
(fma
(* (* dX.u_m (floor w)) dX.u_m)
(floor w)
(* (* (* dX.v (floor h)) dX.v) (floor h))))
(fma
(* (* (floor w) (floor w)) dY.u)
dY.u
(fma
(* (* dY.w (floor d)) (floor d))
dY.w
(* (* (* dY.v (floor h)) dY.v) (floor h)))))))))dX.u_m = fabs(dX_46_u);
float code(float w, float h, float d, float dX_46_u_m, 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);
return log2f(sqrtf(fmaxf(fmaf(t_0, t_0, fmaf(((dX_46_u_m * floorf(w)) * dX_46_u_m), floorf(w), (((dX_46_v * floorf(h)) * dX_46_v) * floorf(h)))), fmaf(((floorf(w) * floorf(w)) * dY_46_u), dY_46_u, fmaf(((dY_46_w * floorf(d)) * floorf(d)), dY_46_w, (((dY_46_v * floorf(h)) * dY_46_v) * floorf(h)))))));
}
dX.u_m = abs(dX_46_u) function code(w, h, d, dX_46_u_m, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = Float32(dX_46_w * floor(d)) return log2(sqrt(fmax(fma(t_0, t_0, fma(Float32(Float32(dX_46_u_m * floor(w)) * dX_46_u_m), floor(w), Float32(Float32(Float32(dX_46_v * floor(h)) * dX_46_v) * floor(h)))), fma(Float32(Float32(floor(w) * floor(w)) * dY_46_u), dY_46_u, fma(Float32(Float32(dY_46_w * floor(d)) * floor(d)), dY_46_w, Float32(Float32(Float32(dY_46_v * floor(h)) * dY_46_v) * floor(h))))))) end
\begin{array}{l}
dX.u_m = \left|dX.u\right|
\\
\begin{array}{l}
t_0 := dX.w \cdot \left\lfloor d\right\rfloor \\
\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_0, t\_0, \mathsf{fma}\left(\left(dX.u\_m \cdot \left\lfloor w\right\rfloor \right) \cdot dX.u\_m, \left\lfloor w\right\rfloor , \left(\left(dX.v \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v\right) \cdot \left\lfloor h\right\rfloor \right)\right), \mathsf{fma}\left(\left(\left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \right) \cdot dY.u, dY.u, \mathsf{fma}\left(\left(dY.w \cdot \left\lfloor d\right\rfloor \right) \cdot \left\lfloor d\right\rfloor , dY.w, \left(\left(dY.v \cdot \left\lfloor h\right\rfloor \right) \cdot dY.v\right) \cdot \left\lfloor h\right\rfloor \right)\right)\right)}\right)
\end{array}
\end{array}
Initial program 67.4%
lift-+.f32N/A
+-commutativeN/A
lift-*.f32N/A
lower-fma.f3267.4
lift-*.f32N/A
*-commutativeN/A
lower-*.f3267.4
lift-*.f32N/A
*-commutativeN/A
lower-*.f3267.4
lift-+.f32N/A
lift-*.f32N/A
lift-*.f32N/A
associate-*l*N/A
fp-cancel-sign-sub-invN/A
Applied rewrites67.4%
Applied rewrites67.4%
dX.u_m = (fabs.f32 dX.u)
(FPCore (w h d dX.u_m dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (floor w) dX.u_m)) (t_1 (* dX.w (floor d))))
(if (<= dX.v 200000000.0)
(log2
(sqrt
(fmax
(fma (* (* (floor d) dX.w) (floor d)) dX.w (* t_0 t_0))
(fma
(* (* dY.w (floor d)) dY.w)
(floor d)
(fma
(* (* dY.v (floor h)) dY.v)
(floor h)
(* (* (* dY.u (floor w)) dY.u) (floor w)))))))
(log2
(sqrt
(fmax
(fma
t_1
t_1
(fma
(* (* dX.u_m (floor w)) dX.u_m)
(floor w)
(* (* (* dX.v (floor h)) dX.v) (floor h))))
(* (* dY.u dY.u) (* (floor w) (floor w)))))))))dX.u_m = fabs(dX_46_u);
float code(float w, float h, float d, float dX_46_u_m, 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) * dX_46_u_m;
float t_1 = dX_46_w * floorf(d);
float tmp;
if (dX_46_v <= 200000000.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf(((floorf(d) * dX_46_w) * floorf(d)), dX_46_w, (t_0 * t_0)), fmaf(((dY_46_w * floorf(d)) * dY_46_w), floorf(d), fmaf(((dY_46_v * floorf(h)) * dY_46_v), floorf(h), (((dY_46_u * floorf(w)) * dY_46_u) * floorf(w)))))));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf(t_1, t_1, fmaf(((dX_46_u_m * floorf(w)) * dX_46_u_m), floorf(w), (((dX_46_v * floorf(h)) * dX_46_v) * floorf(h)))), ((dY_46_u * dY_46_u) * (floorf(w) * floorf(w))))));
}
return tmp;
}
dX.u_m = abs(dX_46_u) function code(w, h, d, dX_46_u_m, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = Float32(floor(w) * dX_46_u_m) t_1 = Float32(dX_46_w * floor(d)) tmp = Float32(0.0) if (dX_46_v <= Float32(200000000.0)) tmp = log2(sqrt(fmax(fma(Float32(Float32(floor(d) * dX_46_w) * floor(d)), dX_46_w, Float32(t_0 * t_0)), fma(Float32(Float32(dY_46_w * floor(d)) * dY_46_w), floor(d), fma(Float32(Float32(dY_46_v * floor(h)) * dY_46_v), floor(h), Float32(Float32(Float32(dY_46_u * floor(w)) * dY_46_u) * floor(w))))))); else tmp = log2(sqrt(fmax(fma(t_1, t_1, fma(Float32(Float32(dX_46_u_m * floor(w)) * dX_46_u_m), floor(w), Float32(Float32(Float32(dX_46_v * floor(h)) * dX_46_v) * floor(h)))), Float32(Float32(dY_46_u * dY_46_u) * Float32(floor(w) * floor(w)))))); end return tmp end
\begin{array}{l}
dX.u_m = \left|dX.u\right|
\\
\begin{array}{l}
t_0 := \left\lfloor w\right\rfloor \cdot dX.u\_m\\
t_1 := dX.w \cdot \left\lfloor d\right\rfloor \\
\mathbf{if}\;dX.v \leq 200000000:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(\left(\left\lfloor d\right\rfloor \cdot dX.w\right) \cdot \left\lfloor d\right\rfloor , dX.w, t\_0 \cdot t\_0\right), \mathsf{fma}\left(\left(dY.w \cdot \left\lfloor d\right\rfloor \right) \cdot dY.w, \left\lfloor d\right\rfloor , \mathsf{fma}\left(\left(dY.v \cdot \left\lfloor h\right\rfloor \right) \cdot dY.v, \left\lfloor h\right\rfloor , \left(\left(dY.u \cdot \left\lfloor w\right\rfloor \right) \cdot dY.u\right) \cdot \left\lfloor w\right\rfloor \right)\right)\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_1, t\_1, \mathsf{fma}\left(\left(dX.u\_m \cdot \left\lfloor w\right\rfloor \right) \cdot dX.u\_m, \left\lfloor w\right\rfloor , \left(\left(dX.v \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v\right) \cdot \left\lfloor h\right\rfloor \right)\right), \left(dY.u \cdot dY.u\right) \cdot \left(\left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \right)\right)}\right)\\
\end{array}
\end{array}
if dX.v < 2e8Initial program 67.4%
Taylor expanded in dX.v around 0
lower-fma.f32N/A
lower-pow.f32N/A
lower-pow.f32N/A
lower-floor.f32N/A
lower-*.f32N/A
lower-pow.f32N/A
lower-pow.f32N/A
lower-floor.f3260.3
Applied rewrites60.3%
Applied rewrites60.3%
if 2e8 < dX.v Initial program 67.4%
lift-+.f32N/A
+-commutativeN/A
lift-*.f32N/A
lower-fma.f3267.4
lift-*.f32N/A
*-commutativeN/A
lower-*.f3267.4
lift-*.f32N/A
*-commutativeN/A
lower-*.f3267.4
lift-+.f32N/A
lift-*.f32N/A
lift-*.f32N/A
associate-*l*N/A
fp-cancel-sign-sub-invN/A
Applied rewrites67.4%
Applied rewrites63.7%
Taylor expanded in dY.u around inf
lower-*.f32N/A
lower-*.f32N/A
lower-fabs.f32N/A
lower-*.f32N/A
lower-fabs.f32N/A
lower-floor.f32N/A
lower-floor.f3250.0
Applied rewrites50.0%
lift-*.f32N/A
*-commutativeN/A
Applied rewrites53.5%
dX.u_m = (fabs.f32 dX.u)
(FPCore (w h d dX.u_m dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* dX.w (floor d))))
(log2
(sqrt
(fmax
(fma
t_0
t_0
(fma
(* (* dX.u_m (floor w)) dX.u_m)
(floor w)
(* (* (* dX.v (floor h)) dX.v) (floor h))))
(* (* dY.u dY.u) (* (floor w) (floor w))))))))dX.u_m = fabs(dX_46_u);
float code(float w, float h, float d, float dX_46_u_m, 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);
return log2f(sqrtf(fmaxf(fmaf(t_0, t_0, fmaf(((dX_46_u_m * floorf(w)) * dX_46_u_m), floorf(w), (((dX_46_v * floorf(h)) * dX_46_v) * floorf(h)))), ((dY_46_u * dY_46_u) * (floorf(w) * floorf(w))))));
}
dX.u_m = abs(dX_46_u) function code(w, h, d, dX_46_u_m, dX_46_v, dX_46_w, dY_46_u, dY_46_v, dY_46_w) t_0 = Float32(dX_46_w * floor(d)) return log2(sqrt(fmax(fma(t_0, t_0, fma(Float32(Float32(dX_46_u_m * floor(w)) * dX_46_u_m), floor(w), Float32(Float32(Float32(dX_46_v * floor(h)) * dX_46_v) * floor(h)))), Float32(Float32(dY_46_u * dY_46_u) * Float32(floor(w) * floor(w)))))) end
\begin{array}{l}
dX.u_m = \left|dX.u\right|
\\
\begin{array}{l}
t_0 := dX.w \cdot \left\lfloor d\right\rfloor \\
\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_0, t\_0, \mathsf{fma}\left(\left(dX.u\_m \cdot \left\lfloor w\right\rfloor \right) \cdot dX.u\_m, \left\lfloor w\right\rfloor , \left(\left(dX.v \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v\right) \cdot \left\lfloor h\right\rfloor \right)\right), \left(dY.u \cdot dY.u\right) \cdot \left(\left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \right)\right)}\right)
\end{array}
\end{array}
Initial program 67.4%
lift-+.f32N/A
+-commutativeN/A
lift-*.f32N/A
lower-fma.f3267.4
lift-*.f32N/A
*-commutativeN/A
lower-*.f3267.4
lift-*.f32N/A
*-commutativeN/A
lower-*.f3267.4
lift-+.f32N/A
lift-*.f32N/A
lift-*.f32N/A
associate-*l*N/A
fp-cancel-sign-sub-invN/A
Applied rewrites67.4%
Applied rewrites63.7%
Taylor expanded in dY.u around inf
lower-*.f32N/A
lower-*.f32N/A
lower-fabs.f32N/A
lower-*.f32N/A
lower-fabs.f32N/A
lower-floor.f32N/A
lower-floor.f3250.0
Applied rewrites50.0%
lift-*.f32N/A
*-commutativeN/A
Applied rewrites53.5%
herbie shell --seed 2025154
(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)))))))