
(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}
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}
Herbie found 7 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}
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}
(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 (* (floor d) dY.w))
(t_2 (* (floor d) dX.w))
(t_3 (* dY.w (floor d)))
(t_4 (* (floor w) dX.u))
(t_5 (* (floor w) (floor w)))
(t_6 (* (floor w) (fabs dY.u)))
(t_7
(fma
(* (* dX.w (floor d)) (floor d))
dX.w
(* (* (* dX.v (floor h)) dX.v) (floor h))))
(t_8 (* (floor h) dX.v))
(t_9 (* (floor h) dY.v)))
(if (<=
(log2
(sqrt
(fmax
(+ (+ (* t_4 t_4) (* t_8 t_8)) (* t_2 t_2))
(+ (+ (* t_6 t_6) (* t_9 t_9)) (* t_1 t_1)))))
100.0)
(log2
(sqrt
(fmax
(fma (* t_5 dX.u) dX.u t_7)
(fma
(* t_5 (fabs dY.u))
(fabs dY.u)
(fma
(* (* (floor h) (floor h)) dY.v)
dY.v
(* (* t_3 dY.w) (floor d)))))))
(log2
(sqrt
(fmax
(fma
t_3
t_3
(fma
t_0
t_0
(exp (* (log (* (- (fabs dY.u)) (floor w))) 2.0))))
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 = floorf(d) * dY_46_w;
float t_2 = floorf(d) * dX_46_w;
float t_3 = dY_46_w * floorf(d);
float t_4 = floorf(w) * dX_46_u;
float t_5 = floorf(w) * floorf(w);
float t_6 = floorf(w) * fabsf(dY_46_u);
float t_7 = fmaf(((dX_46_w * floorf(d)) * floorf(d)), dX_46_w, (((dX_46_v * floorf(h)) * dX_46_v) * floorf(h)));
float t_8 = floorf(h) * dX_46_v;
float t_9 = floorf(h) * dY_46_v;
float tmp;
if (log2f(sqrtf(fmaxf((((t_4 * t_4) + (t_8 * t_8)) + (t_2 * t_2)), (((t_6 * t_6) + (t_9 * t_9)) + (t_1 * t_1))))) <= 100.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf((t_5 * dX_46_u), dX_46_u, t_7), fmaf((t_5 * fabsf(dY_46_u)), fabsf(dY_46_u), fmaf(((floorf(h) * floorf(h)) * dY_46_v), dY_46_v, ((t_3 * dY_46_w) * floorf(d)))))));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf(t_3, t_3, fmaf(t_0, t_0, expf((logf((-fabsf(dY_46_u) * floorf(w))) * 2.0f)))), 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(floor(d) * dY_46_w) t_2 = Float32(floor(d) * dX_46_w) t_3 = Float32(dY_46_w * floor(d)) t_4 = Float32(floor(w) * dX_46_u) t_5 = Float32(floor(w) * floor(w)) t_6 = Float32(floor(w) * abs(dY_46_u)) t_7 = fma(Float32(Float32(dX_46_w * floor(d)) * floor(d)), dX_46_w, Float32(Float32(Float32(dX_46_v * floor(h)) * dX_46_v) * floor(h))) t_8 = Float32(floor(h) * dX_46_v) t_9 = Float32(floor(h) * dY_46_v) tmp = Float32(0.0) if (log2(sqrt(fmax(Float32(Float32(Float32(t_4 * t_4) + Float32(t_8 * t_8)) + Float32(t_2 * t_2)), Float32(Float32(Float32(t_6 * t_6) + Float32(t_9 * t_9)) + Float32(t_1 * t_1))))) <= Float32(100.0)) tmp = log2(sqrt(fmax(fma(Float32(t_5 * dX_46_u), dX_46_u, t_7), fma(Float32(t_5 * abs(dY_46_u)), abs(dY_46_u), fma(Float32(Float32(floor(h) * floor(h)) * dY_46_v), dY_46_v, Float32(Float32(t_3 * dY_46_w) * floor(d))))))); else tmp = log2(sqrt(fmax(fma(t_3, t_3, fma(t_0, t_0, exp(Float32(log(Float32(Float32(-abs(dY_46_u)) * floor(w))) * Float32(2.0))))), t_7))); end return tmp end
\begin{array}{l}
t_0 := dY.v \cdot \left\lfloor h\right\rfloor \\
t_1 := \left\lfloor d\right\rfloor \cdot dY.w\\
t_2 := \left\lfloor d\right\rfloor \cdot dX.w\\
t_3 := dY.w \cdot \left\lfloor d\right\rfloor \\
t_4 := \left\lfloor w\right\rfloor \cdot dX.u\\
t_5 := \left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \\
t_6 := \left\lfloor w\right\rfloor \cdot \left|dY.u\right|\\
t_7 := \mathsf{fma}\left(\left(dX.w \cdot \left\lfloor d\right\rfloor \right) \cdot \left\lfloor d\right\rfloor , dX.w, \left(\left(dX.v \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v\right) \cdot \left\lfloor h\right\rfloor \right)\\
t_8 := \left\lfloor h\right\rfloor \cdot dX.v\\
t_9 := \left\lfloor h\right\rfloor \cdot dY.v\\
\mathbf{if}\;\log_{2} \left(\sqrt{\mathsf{max}\left(\left(t\_4 \cdot t\_4 + t\_8 \cdot t\_8\right) + t\_2 \cdot t\_2, \left(t\_6 \cdot t\_6 + t\_9 \cdot t\_9\right) + t\_1 \cdot t\_1\right)}\right) \leq 100:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_5 \cdot dX.u, dX.u, t\_7\right), \mathsf{fma}\left(t\_5 \cdot \left|dY.u\right|, \left|dY.u\right|, \mathsf{fma}\left(\left(\left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \right) \cdot dY.v, dY.v, \left(t\_3 \cdot dY.w\right) \cdot \left\lfloor d\right\rfloor \right)\right)\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_3, t\_3, \mathsf{fma}\left(t\_0, t\_0, e^{\log \left(\left(-\left|dY.u\right|\right) \cdot \left\lfloor w\right\rfloor \right) \cdot 2}\right)\right), t\_7\right)}\right)\\
\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 68.1%
Applied rewrites68.1%
Applied rewrites68.1%
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 68.1%
Taylor expanded in dX.u 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.f3261.0%
Applied rewrites61.0%
Applied rewrites61.0%
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
distribute-lft-neg-inN/A
lower-*.f32N/A
lower-neg.f3249.1%
Applied rewrites49.1%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (floor w) (fabs dY.u)))
(t_1 (* dY.v (floor h)))
(t_2 (* (floor d) dY.w))
(t_3 (* dX.w (floor d)))
(t_4 (* (floor d) dX.w))
(t_5 (* (* (* dX.v (floor h)) dX.v) (floor h)))
(t_6 (* (floor w) dX.u))
(t_7 (* dY.w (floor d)))
(t_8 (* (floor h) dX.v))
(t_9 (* (floor h) dY.v)))
(if (<=
(log2
(sqrt
(fmax
(+ (+ (* t_6 t_6) (* t_8 t_8)) (* t_4 t_4))
(+ (+ (* t_0 t_0) (* t_9 t_9)) (* t_2 t_2)))))
100.0)
(log2
(sqrt
(fmax
(fma
(* t_7 dY.w)
(floor d)
(fma
(* (* (fabs dY.u) (floor w)) (fabs dY.u))
(floor w)
(* (* t_1 dY.v) (floor h))))
(fma
(* t_3 dX.w)
(floor d)
(fma (* (* dX.u (floor w)) dX.u) (floor w) t_5)))))
(log2
(sqrt
(fmax
(fma
t_7
t_7
(fma
t_1
t_1
(exp (* (log (* (- (fabs dY.u)) (floor w))) 2.0))))
(fma (* t_3 (floor d)) dX.w t_5)))))))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) * fabsf(dY_46_u);
float t_1 = dY_46_v * floorf(h);
float t_2 = floorf(d) * dY_46_w;
float t_3 = dX_46_w * floorf(d);
float t_4 = floorf(d) * dX_46_w;
float t_5 = ((dX_46_v * floorf(h)) * dX_46_v) * floorf(h);
float t_6 = floorf(w) * dX_46_u;
float t_7 = dY_46_w * floorf(d);
float t_8 = floorf(h) * dX_46_v;
float t_9 = floorf(h) * dY_46_v;
float tmp;
if (log2f(sqrtf(fmaxf((((t_6 * t_6) + (t_8 * t_8)) + (t_4 * t_4)), (((t_0 * t_0) + (t_9 * t_9)) + (t_2 * t_2))))) <= 100.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf((t_7 * dY_46_w), floorf(d), fmaf(((fabsf(dY_46_u) * floorf(w)) * fabsf(dY_46_u)), floorf(w), ((t_1 * dY_46_v) * floorf(h)))), fmaf((t_3 * dX_46_w), floorf(d), fmaf(((dX_46_u * floorf(w)) * dX_46_u), floorf(w), t_5)))));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf(t_7, t_7, fmaf(t_1, t_1, expf((logf((-fabsf(dY_46_u) * floorf(w))) * 2.0f)))), fmaf((t_3 * floorf(d)), dX_46_w, t_5))));
}
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(floor(w) * abs(dY_46_u)) t_1 = Float32(dY_46_v * floor(h)) t_2 = Float32(floor(d) * dY_46_w) t_3 = Float32(dX_46_w * floor(d)) t_4 = Float32(floor(d) * dX_46_w) t_5 = Float32(Float32(Float32(dX_46_v * floor(h)) * dX_46_v) * floor(h)) t_6 = Float32(floor(w) * dX_46_u) t_7 = Float32(dY_46_w * floor(d)) t_8 = Float32(floor(h) * dX_46_v) t_9 = Float32(floor(h) * dY_46_v) tmp = Float32(0.0) if (log2(sqrt(fmax(Float32(Float32(Float32(t_6 * t_6) + Float32(t_8 * t_8)) + Float32(t_4 * t_4)), Float32(Float32(Float32(t_0 * t_0) + Float32(t_9 * t_9)) + Float32(t_2 * t_2))))) <= Float32(100.0)) tmp = log2(sqrt(fmax(fma(Float32(t_7 * dY_46_w), floor(d), fma(Float32(Float32(abs(dY_46_u) * floor(w)) * abs(dY_46_u)), floor(w), Float32(Float32(t_1 * dY_46_v) * floor(h)))), fma(Float32(t_3 * dX_46_w), floor(d), fma(Float32(Float32(dX_46_u * floor(w)) * dX_46_u), floor(w), t_5))))); else tmp = log2(sqrt(fmax(fma(t_7, t_7, fma(t_1, t_1, exp(Float32(log(Float32(Float32(-abs(dY_46_u)) * floor(w))) * Float32(2.0))))), fma(Float32(t_3 * floor(d)), dX_46_w, t_5)))); end return tmp end
\begin{array}{l}
t_0 := \left\lfloor w\right\rfloor \cdot \left|dY.u\right|\\
t_1 := dY.v \cdot \left\lfloor h\right\rfloor \\
t_2 := \left\lfloor d\right\rfloor \cdot dY.w\\
t_3 := dX.w \cdot \left\lfloor d\right\rfloor \\
t_4 := \left\lfloor d\right\rfloor \cdot dX.w\\
t_5 := \left(\left(dX.v \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v\right) \cdot \left\lfloor h\right\rfloor \\
t_6 := \left\lfloor w\right\rfloor \cdot dX.u\\
t_7 := dY.w \cdot \left\lfloor d\right\rfloor \\
t_8 := \left\lfloor h\right\rfloor \cdot dX.v\\
t_9 := \left\lfloor h\right\rfloor \cdot dY.v\\
\mathbf{if}\;\log_{2} \left(\sqrt{\mathsf{max}\left(\left(t\_6 \cdot t\_6 + t\_8 \cdot t\_8\right) + t\_4 \cdot t\_4, \left(t\_0 \cdot t\_0 + t\_9 \cdot t\_9\right) + t\_2 \cdot t\_2\right)}\right) \leq 100:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_7 \cdot dY.w, \left\lfloor d\right\rfloor , \mathsf{fma}\left(\left(\left|dY.u\right| \cdot \left\lfloor w\right\rfloor \right) \cdot \left|dY.u\right|, \left\lfloor w\right\rfloor , \left(t\_1 \cdot dY.v\right) \cdot \left\lfloor h\right\rfloor \right)\right), \mathsf{fma}\left(t\_3 \cdot dX.w, \left\lfloor d\right\rfloor , \mathsf{fma}\left(\left(dX.u \cdot \left\lfloor w\right\rfloor \right) \cdot dX.u, \left\lfloor w\right\rfloor , t\_5\right)\right)\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_7, t\_7, \mathsf{fma}\left(t\_1, t\_1, e^{\log \left(\left(-\left|dY.u\right|\right) \cdot \left\lfloor w\right\rfloor \right) \cdot 2}\right)\right), \mathsf{fma}\left(t\_3 \cdot \left\lfloor d\right\rfloor , dX.w, t\_5\right)\right)}\right)\\
\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 68.1%
Applied rewrites68.1%
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 68.1%
Taylor expanded in dX.u 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.f3261.0%
Applied rewrites61.0%
Applied rewrites61.0%
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
distribute-lft-neg-inN/A
lower-*.f32N/A
lower-neg.f3249.1%
Applied rewrites49.1%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (fabs dY.w) (floor d)))
(t_1 (* (floor w) (floor w)))
(t_2
(fma
(* (* dX.w (floor d)) (floor d))
dX.w
(* (* (* dX.v (floor h)) dX.v) (floor h))))
(t_3 (fabs (fabs dY.v))))
(if (<= (fabs dY.w) 1000000000.0)
(log2
(sqrt
(fmax
(fma (* t_1 dX.u) dX.u t_2)
(fma
(* t_1 dY.u)
dY.u
(* (fabs dY.v) (* t_3 (* (fabs (floor h)) (floor h))))))))
(log2
(sqrt
(fmax
(fma t_0 t_0 (* (pow t_3 2.0) (pow (floor h) 2.0)))
t_2))))))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 = fabsf(dY_46_w) * floorf(d);
float t_1 = floorf(w) * floorf(w);
float t_2 = fmaf(((dX_46_w * floorf(d)) * floorf(d)), dX_46_w, (((dX_46_v * floorf(h)) * dX_46_v) * floorf(h)));
float t_3 = fabsf(fabsf(dY_46_v));
float tmp;
if (fabsf(dY_46_w) <= 1000000000.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf((t_1 * dX_46_u), dX_46_u, t_2), fmaf((t_1 * dY_46_u), dY_46_u, (fabsf(dY_46_v) * (t_3 * (fabsf(floorf(h)) * floorf(h))))))));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf(t_0, t_0, (powf(t_3, 2.0f) * powf(floorf(h), 2.0f))), t_2)));
}
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(abs(dY_46_w) * floor(d)) t_1 = Float32(floor(w) * floor(w)) t_2 = fma(Float32(Float32(dX_46_w * floor(d)) * floor(d)), dX_46_w, Float32(Float32(Float32(dX_46_v * floor(h)) * dX_46_v) * floor(h))) t_3 = abs(abs(dY_46_v)) tmp = Float32(0.0) if (abs(dY_46_w) <= Float32(1000000000.0)) tmp = log2(sqrt(fmax(fma(Float32(t_1 * dX_46_u), dX_46_u, t_2), fma(Float32(t_1 * dY_46_u), dY_46_u, Float32(abs(dY_46_v) * Float32(t_3 * Float32(abs(floor(h)) * floor(h)))))))); else tmp = log2(sqrt(fmax(fma(t_0, t_0, Float32((t_3 ^ Float32(2.0)) * (floor(h) ^ Float32(2.0)))), t_2))); end return tmp end
\begin{array}{l}
t_0 := \left|dY.w\right| \cdot \left\lfloor d\right\rfloor \\
t_1 := \left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \\
t_2 := \mathsf{fma}\left(\left(dX.w \cdot \left\lfloor d\right\rfloor \right) \cdot \left\lfloor d\right\rfloor , dX.w, \left(\left(dX.v \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v\right) \cdot \left\lfloor h\right\rfloor \right)\\
t_3 := \left|\left|dY.v\right|\right|\\
\mathbf{if}\;\left|dY.w\right| \leq 1000000000:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_1 \cdot dX.u, dX.u, t\_2\right), \mathsf{fma}\left(t\_1 \cdot dY.u, dY.u, \left|dY.v\right| \cdot \left(t\_3 \cdot \left(\left|\left\lfloor h\right\rfloor \right| \cdot \left\lfloor h\right\rfloor \right)\right)\right)\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_0, t\_0, {t\_3}^{2} \cdot {\left(\left\lfloor h\right\rfloor \right)}^{2}\right), t\_2\right)}\right)\\
\end{array}
if dY.w < 1e9Initial program 68.1%
Applied rewrites68.1%
Applied rewrites68.1%
Applied rewrites64.2%
Taylor expanded in dY.v 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.f3257.1%
Applied rewrites57.1%
if 1e9 < dY.w Initial program 68.1%
Taylor expanded in dX.u 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.f3261.0%
Applied rewrites61.0%
Applied rewrites61.0%
lift-fma.f32N/A
fabs-sqrN/A
lift-*.f32N/A
lift-*.f32N/A
swap-sqrN/A
lift-*.f32N/A
*-commutativeN/A
associate-*l*N/A
lift-*.f32N/A
fabs-mulN/A
lower-fma.f32N/A
Applied rewrites61.0%
Taylor expanded in dY.u around 0
lower-*.f32N/A
lower-pow.f32N/A
lower-fabs.f32N/A
lower-pow.f32N/A
lower-floor.f3253.7%
Applied rewrites53.7%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (fabs dY.w) (floor d)))
(t_1 (* (floor w) (floor w)))
(t_2
(fma
(* (* dX.w (floor d)) (floor d))
dX.w
(* (* (* dX.v (floor h)) dX.v) (floor h))))
(t_3 (fabs (fabs dY.v))))
(if (<= (fabs dY.w) 40000000.0)
(log2
(sqrt
(fmax
(fma (* t_1 dX.u) dX.u t_2)
(fma
(* t_1 dY.u)
dY.u
(* (fabs dY.v) (* t_3 (* (fabs (floor h)) (floor h))))))))
(log2
(sqrt
(fmax
(fma
t_0
t_0
(fma
(* t_3 (* (floor h) (floor h)))
t_3
(* (* dY.u dY.u) t_1)))
t_2))))))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 = fabsf(dY_46_w) * floorf(d);
float t_1 = floorf(w) * floorf(w);
float t_2 = fmaf(((dX_46_w * floorf(d)) * floorf(d)), dX_46_w, (((dX_46_v * floorf(h)) * dX_46_v) * floorf(h)));
float t_3 = fabsf(fabsf(dY_46_v));
float tmp;
if (fabsf(dY_46_w) <= 40000000.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf((t_1 * dX_46_u), dX_46_u, t_2), fmaf((t_1 * dY_46_u), dY_46_u, (fabsf(dY_46_v) * (t_3 * (fabsf(floorf(h)) * floorf(h))))))));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf(t_0, t_0, fmaf((t_3 * (floorf(h) * floorf(h))), t_3, ((dY_46_u * dY_46_u) * t_1))), t_2)));
}
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(abs(dY_46_w) * floor(d)) t_1 = Float32(floor(w) * floor(w)) t_2 = fma(Float32(Float32(dX_46_w * floor(d)) * floor(d)), dX_46_w, Float32(Float32(Float32(dX_46_v * floor(h)) * dX_46_v) * floor(h))) t_3 = abs(abs(dY_46_v)) tmp = Float32(0.0) if (abs(dY_46_w) <= Float32(40000000.0)) tmp = log2(sqrt(fmax(fma(Float32(t_1 * dX_46_u), dX_46_u, t_2), fma(Float32(t_1 * dY_46_u), dY_46_u, Float32(abs(dY_46_v) * Float32(t_3 * Float32(abs(floor(h)) * floor(h)))))))); else tmp = log2(sqrt(fmax(fma(t_0, t_0, fma(Float32(t_3 * Float32(floor(h) * floor(h))), t_3, Float32(Float32(dY_46_u * dY_46_u) * t_1))), t_2))); end return tmp end
\begin{array}{l}
t_0 := \left|dY.w\right| \cdot \left\lfloor d\right\rfloor \\
t_1 := \left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \\
t_2 := \mathsf{fma}\left(\left(dX.w \cdot \left\lfloor d\right\rfloor \right) \cdot \left\lfloor d\right\rfloor , dX.w, \left(\left(dX.v \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v\right) \cdot \left\lfloor h\right\rfloor \right)\\
t_3 := \left|\left|dY.v\right|\right|\\
\mathbf{if}\;\left|dY.w\right| \leq 40000000:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_1 \cdot dX.u, dX.u, t\_2\right), \mathsf{fma}\left(t\_1 \cdot dY.u, dY.u, \left|dY.v\right| \cdot \left(t\_3 \cdot \left(\left|\left\lfloor h\right\rfloor \right| \cdot \left\lfloor h\right\rfloor \right)\right)\right)\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_0, t\_0, \mathsf{fma}\left(t\_3 \cdot \left(\left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \right), t\_3, \left(dY.u \cdot dY.u\right) \cdot t\_1\right)\right), t\_2\right)}\right)\\
\end{array}
if dY.w < 4e7Initial program 68.1%
Applied rewrites68.1%
Applied rewrites68.1%
Applied rewrites64.2%
Taylor expanded in dY.v 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.f3257.1%
Applied rewrites57.1%
if 4e7 < dY.w Initial program 68.1%
Taylor expanded in dX.u 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.f3261.0%
Applied rewrites61.0%
Applied rewrites61.0%
lift-fma.f32N/A
fabs-sqrN/A
lift-*.f32N/A
lift-*.f32N/A
swap-sqrN/A
lift-*.f32N/A
*-commutativeN/A
associate-*l*N/A
lift-*.f32N/A
fabs-mulN/A
lower-fma.f32N/A
Applied rewrites61.0%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (floor h) (floor h))))
(log2
(sqrt
(fmax
(fma
(* (* dY.u (floor w)) dY.u)
(floor w)
(fma
(* dY.v dY.v)
t_0
(* (* (* dY.w (floor d)) dY.w) (floor d))))
(fma
(* t_0 dX.v)
dX.v
(* (* (* (floor d) dX.w) dX.w) (floor d))))))))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(h) * floorf(h);
return log2f(sqrtf(fmaxf(fmaf(((dY_46_u * floorf(w)) * dY_46_u), floorf(w), fmaf((dY_46_v * dY_46_v), t_0, (((dY_46_w * floorf(d)) * dY_46_w) * floorf(d)))), fmaf((t_0 * dX_46_v), dX_46_v, (((floorf(d) * dX_46_w) * dX_46_w) * floorf(d))))));
}
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(h) * floor(h)) return log2(sqrt(fmax(fma(Float32(Float32(dY_46_u * floor(w)) * dY_46_u), floor(w), fma(Float32(dY_46_v * dY_46_v), t_0, Float32(Float32(Float32(dY_46_w * floor(d)) * dY_46_w) * floor(d)))), fma(Float32(t_0 * dX_46_v), dX_46_v, Float32(Float32(Float32(floor(d) * dX_46_w) * dX_46_w) * floor(d)))))) end
\begin{array}{l}
t_0 := \left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \\
\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(\left(dY.u \cdot \left\lfloor w\right\rfloor \right) \cdot dY.u, \left\lfloor w\right\rfloor , \mathsf{fma}\left(dY.v \cdot dY.v, t\_0, \left(\left(dY.w \cdot \left\lfloor d\right\rfloor \right) \cdot dY.w\right) \cdot \left\lfloor d\right\rfloor \right)\right), \mathsf{fma}\left(t\_0 \cdot dX.v, dX.v, \left(\left(\left\lfloor d\right\rfloor \cdot dX.w\right) \cdot dX.w\right) \cdot \left\lfloor d\right\rfloor \right)\right)}\right)
\end{array}
Initial program 68.1%
Taylor expanded in dX.u 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.f3261.0%
Applied rewrites61.0%
Applied rewrites61.0%
Applied rewrites61.0%
Applied rewrites61.0%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (floor d) dX.w))
(t_1 (* dY.v (floor h)))
(t_2 (* dY.u (floor w)))
(t_3 (* dY.w (floor d))))
(log2
(sqrt
(fmax
(fma t_3 t_3 (fma t_1 t_1 (* t_2 t_2)))
(fma (* (* (floor h) (floor h)) dX.v) dX.v (* t_0 t_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 = floorf(d) * dX_46_w;
float t_1 = dY_46_v * floorf(h);
float t_2 = dY_46_u * floorf(w);
float t_3 = dY_46_w * floorf(d);
return log2f(sqrtf(fmaxf(fmaf(t_3, t_3, fmaf(t_1, t_1, (t_2 * t_2))), fmaf(((floorf(h) * floorf(h)) * dX_46_v), dX_46_v, (t_0 * t_0)))));
}
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(d) * dX_46_w) t_1 = Float32(dY_46_v * floor(h)) t_2 = Float32(dY_46_u * floor(w)) t_3 = Float32(dY_46_w * floor(d)) return log2(sqrt(fmax(fma(t_3, t_3, fma(t_1, t_1, Float32(t_2 * t_2))), fma(Float32(Float32(floor(h) * floor(h)) * dX_46_v), dX_46_v, Float32(t_0 * t_0))))) end
\begin{array}{l}
t_0 := \left\lfloor d\right\rfloor \cdot dX.w\\
t_1 := dY.v \cdot \left\lfloor h\right\rfloor \\
t_2 := dY.u \cdot \left\lfloor w\right\rfloor \\
t_3 := dY.w \cdot \left\lfloor d\right\rfloor \\
\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_3, t\_3, \mathsf{fma}\left(t\_1, t\_1, t\_2 \cdot t\_2\right)\right), \mathsf{fma}\left(\left(\left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v, dX.v, t\_0 \cdot t\_0\right)\right)}\right)
\end{array}
Initial program 68.1%
Taylor expanded in dX.u 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.f3261.0%
Applied rewrites61.0%
Applied rewrites61.0%
Applied rewrites61.0%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (floor h) dX.v)) (t_1 (* (floor d) dX.w)))
(log2
(sqrt
(fmax
(fma
(* dY.u dY.u)
(* (floor w) (floor w))
(fma
(* (* dY.v (floor h)) dY.v)
(floor h)
(* (* (* dY.w (floor d)) dY.w) (floor d))))
(fma t_1 t_1 (* t_0 t_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 = floorf(h) * dX_46_v;
float t_1 = floorf(d) * dX_46_w;
return log2f(sqrtf(fmaxf(fmaf((dY_46_u * dY_46_u), (floorf(w) * floorf(w)), fmaf(((dY_46_v * floorf(h)) * dY_46_v), floorf(h), (((dY_46_w * floorf(d)) * dY_46_w) * floorf(d)))), fmaf(t_1, t_1, (t_0 * t_0)))));
}
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(h) * dX_46_v) t_1 = Float32(floor(d) * dX_46_w) return log2(sqrt(fmax(fma(Float32(dY_46_u * dY_46_u), Float32(floor(w) * floor(w)), fma(Float32(Float32(dY_46_v * floor(h)) * dY_46_v), floor(h), Float32(Float32(Float32(dY_46_w * floor(d)) * dY_46_w) * floor(d)))), fma(t_1, t_1, Float32(t_0 * t_0))))) end
\begin{array}{l}
t_0 := \left\lfloor h\right\rfloor \cdot dX.v\\
t_1 := \left\lfloor d\right\rfloor \cdot dX.w\\
\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(dY.u \cdot dY.u, \left\lfloor w\right\rfloor \cdot \left\lfloor w\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.w \cdot \left\lfloor d\right\rfloor \right) \cdot dY.w\right) \cdot \left\lfloor d\right\rfloor \right)\right), \mathsf{fma}\left(t\_1, t\_1, t\_0 \cdot t\_0\right)\right)}\right)
\end{array}
Initial program 68.1%
Taylor expanded in dX.u 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.f3261.0%
Applied rewrites61.0%
Applied rewrites61.0%
Applied rewrites61.0%
herbie shell --seed 2025212
(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)))))))