
(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 8 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}
(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 d) dY.w)))
(log2
(sqrt
(fmax
(fma
(* (* (floor h) (floor h)) dX.v)
dX.v
(fma
(* (* (floor d) (floor d)) dX.w)
dX.w
(* (* (* dX.u (floor w)) dX.u) (floor w))))
(+ (+ (* t_0 t_0) (* t_1 t_1)) (* t_2 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 = floorf(w) * dY_46_u;
float t_1 = floorf(h) * dY_46_v;
float t_2 = floorf(d) * dY_46_w;
return log2f(sqrtf(fmaxf(fmaf(((floorf(h) * floorf(h)) * dX_46_v), dX_46_v, fmaf(((floorf(d) * floorf(d)) * dX_46_w), dX_46_w, (((dX_46_u * floorf(w)) * dX_46_u) * floorf(w)))), (((t_0 * t_0) + (t_1 * t_1)) + (t_2 * t_2)))));
}
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(d) * dY_46_w) return log2(sqrt(fmax(fma(Float32(Float32(floor(h) * floor(h)) * dX_46_v), dX_46_v, fma(Float32(Float32(floor(d) * floor(d)) * dX_46_w), dX_46_w, Float32(Float32(Float32(dX_46_u * floor(w)) * dX_46_u) * floor(w)))), Float32(Float32(Float32(t_0 * t_0) + Float32(t_1 * t_1)) + Float32(t_2 * t_2))))) 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 d\right\rfloor \cdot dY.w\\
\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(\left(\left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v, dX.v, \mathsf{fma}\left(\left(\left\lfloor d\right\rfloor \cdot \left\lfloor d\right\rfloor \right) \cdot dX.w, dX.w, \left(\left(dX.u \cdot \left\lfloor w\right\rfloor \right) \cdot dX.u\right) \cdot \left\lfloor w\right\rfloor \right)\right), \left(t\_0 \cdot t\_0 + t\_1 \cdot t\_1\right) + t\_2 \cdot t\_2\right)}\right)
\end{array}
\end{array}
Initial program 68.2%
lift-+.f32N/A
lift-+.f32N/A
+-commutativeN/A
associate-+l+N/A
lift-*.f32N/A
lift-*.f32N/A
associate-*r*N/A
+-commutativeN/A
lower-fma.f32N/A
Applied rewrites68.2%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(log2
(sqrt
(fmax
(fma
(* (* dX.w (floor d)) dX.w)
(floor d)
(fma
(* (* dX.u (floor w)) dX.u)
(floor w)
(* (* (* dX.v (floor h)) dX.v) (floor h))))
(fma
(* (* dY.w (floor d)) dY.w)
(floor d)
(fma
(* (* dY.u (floor w)) dY.u)
(floor w)
(* (* (* dY.v (floor h)) dY.v) (floor h))))))))
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(fmaf(((dX_46_w * floorf(d)) * dX_46_w), floorf(d), fmaf(((dX_46_u * floorf(w)) * dX_46_u), floorf(w), (((dX_46_v * floorf(h)) * dX_46_v) * floorf(h)))), fmaf(((dY_46_w * floorf(d)) * dY_46_w), floorf(d), fmaf(((dY_46_u * floorf(w)) * dY_46_u), floorf(w), (((dY_46_v * floorf(h)) * dY_46_v) * floorf(h)))))));
}
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(fmax(fma(Float32(Float32(dX_46_w * floor(d)) * dX_46_w), floor(d), fma(Float32(Float32(dX_46_u * floor(w)) * dX_46_u), floor(w), Float32(Float32(Float32(dX_46_v * floor(h)) * dX_46_v) * floor(h)))), fma(Float32(Float32(dY_46_w * floor(d)) * dY_46_w), floor(d), fma(Float32(Float32(dY_46_u * floor(w)) * dY_46_u), floor(w), Float32(Float32(Float32(dY_46_v * floor(h)) * dY_46_v) * floor(h))))))) end
\begin{array}{l}
\\
\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(\left(dX.w \cdot \left\lfloor d\right\rfloor \right) \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 , \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(dY.w \cdot \left\lfloor d\right\rfloor \right) \cdot dY.w, \left\lfloor d\right\rfloor , \mathsf{fma}\left(\left(dY.u \cdot \left\lfloor w\right\rfloor \right) \cdot dY.u, \left\lfloor w\right\rfloor , \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}
Initial program 68.2%
Applied rewrites68.2%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* (floor h) dY.v))
(t_1 (* (floor d) dY.w))
(t_2 (* dX.w (floor d)))
(t_3 (* dY.u (floor w)))
(t_4 (* (floor w) dY.u)))
(if (<= dX.u 58000.0)
(log2
(sqrt
(fmax
(fma (* (* dX.v (floor h)) (floor h)) dX.v (* t_2 t_2))
(+ (+ (* t_4 t_4) (* t_0 t_0)) (* t_1 t_1)))))
(log2
(sqrt
(fmax
(fma
(* (* (floor h) (floor h)) dX.v)
dX.v
(fma
(* (* (floor d) (floor d)) dX.w)
dX.w
(* (* (* dX.u (floor w)) dX.u) (floor w))))
(fma (* (* dY.w (floor d)) (floor d)) dY.w (* 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(h) * dY_46_v;
float t_1 = floorf(d) * dY_46_w;
float t_2 = dX_46_w * floorf(d);
float t_3 = dY_46_u * floorf(w);
float t_4 = floorf(w) * dY_46_u;
float tmp;
if (dX_46_u <= 58000.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf(((dX_46_v * floorf(h)) * floorf(h)), dX_46_v, (t_2 * t_2)), (((t_4 * t_4) + (t_0 * t_0)) + (t_1 * t_1)))));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf(((floorf(h) * floorf(h)) * dX_46_v), dX_46_v, fmaf(((floorf(d) * floorf(d)) * dX_46_w), dX_46_w, (((dX_46_u * floorf(w)) * dX_46_u) * floorf(w)))), fmaf(((dY_46_w * floorf(d)) * floorf(d)), dY_46_w, (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(floor(h) * dY_46_v) t_1 = Float32(floor(d) * dY_46_w) t_2 = Float32(dX_46_w * floor(d)) t_3 = Float32(dY_46_u * floor(w)) t_4 = Float32(floor(w) * dY_46_u) tmp = Float32(0.0) if (dX_46_u <= Float32(58000.0)) tmp = log2(sqrt(fmax(fma(Float32(Float32(dX_46_v * floor(h)) * floor(h)), dX_46_v, Float32(t_2 * t_2)), Float32(Float32(Float32(t_4 * t_4) + Float32(t_0 * t_0)) + Float32(t_1 * t_1))))); else tmp = log2(sqrt(fmax(fma(Float32(Float32(floor(h) * floor(h)) * dX_46_v), dX_46_v, fma(Float32(Float32(floor(d) * floor(d)) * dX_46_w), dX_46_w, Float32(Float32(Float32(dX_46_u * floor(w)) * dX_46_u) * floor(w)))), fma(Float32(Float32(dY_46_w * floor(d)) * floor(d)), dY_46_w, Float32(t_3 * t_3))))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloor h\right\rfloor \cdot dY.v\\
t_1 := \left\lfloor d\right\rfloor \cdot dY.w\\
t_2 := dX.w \cdot \left\lfloor d\right\rfloor \\
t_3 := dY.u \cdot \left\lfloor w\right\rfloor \\
t_4 := \left\lfloor w\right\rfloor \cdot dY.u\\
\mathbf{if}\;dX.u \leq 58000:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(\left(dX.v \cdot \left\lfloor h\right\rfloor \right) \cdot \left\lfloor h\right\rfloor , dX.v, t\_2 \cdot t\_2\right), \left(t\_4 \cdot t\_4 + t\_0 \cdot t\_0\right) + t\_1 \cdot t\_1\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(\left(\left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v, dX.v, \mathsf{fma}\left(\left(\left\lfloor d\right\rfloor \cdot \left\lfloor d\right\rfloor \right) \cdot dX.w, dX.w, \left(\left(dX.u \cdot \left\lfloor w\right\rfloor \right) \cdot dX.u\right) \cdot \left\lfloor w\right\rfloor \right)\right), \mathsf{fma}\left(\left(dY.w \cdot \left\lfloor d\right\rfloor \right) \cdot \left\lfloor d\right\rfloor , dY.w, t\_3 \cdot t\_3\right)\right)}\right)\\
\end{array}
\end{array}
if dX.u < 58000Initial program 68.2%
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.f3261.2
Applied rewrites61.2%
Applied rewrites61.2%
if 58000 < dX.u Initial program 68.2%
lift-+.f32N/A
lift-+.f32N/A
+-commutativeN/A
associate-+l+N/A
lift-*.f32N/A
lift-*.f32N/A
associate-*r*N/A
+-commutativeN/A
lower-fma.f32N/A
Applied rewrites68.2%
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.f3261.0
Applied rewrites61.0%
lift-fma.f32N/A
*-commutativeN/A
lift-pow.f32N/A
unpow2N/A
lift-pow.f32N/A
unpow2N/A
swap-sqrN/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f32N/A
*-commutativeN/A
lift-pow.f32N/A
pow2N/A
lift-pow.f32N/A
unpow2N/A
swap-sqrN/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.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 d) (floor d)))
(t_1 (* (floor h) dY.v))
(t_2 (* (floor d) dY.w))
(t_3 (* dX.w (floor d)))
(t_4 (* dY.u (floor w)))
(t_5 (* (floor w) dY.u)))
(if (<= dX.u 58000.0)
(log2
(sqrt
(fmax
(fma (* (* dX.v (floor h)) (floor h)) dX.v (* t_3 t_3))
(+ (+ (* t_5 t_5) (* t_1 t_1)) (* t_2 t_2)))))
(log2
(sqrt
(fmax
(fma
(* (* (floor h) (floor h)) dX.v)
dX.v
(fma (* t_0 dX.w) dX.w (* (* (* dX.u (floor w)) dX.u) (floor w))))
(fma (* t_0 (- dY.w)) (- dY.w) (* t_4 t_4))))))))
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) * floorf(d);
float t_1 = floorf(h) * dY_46_v;
float t_2 = floorf(d) * dY_46_w;
float t_3 = dX_46_w * floorf(d);
float t_4 = dY_46_u * floorf(w);
float t_5 = floorf(w) * dY_46_u;
float tmp;
if (dX_46_u <= 58000.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf(((dX_46_v * floorf(h)) * floorf(h)), dX_46_v, (t_3 * t_3)), (((t_5 * t_5) + (t_1 * t_1)) + (t_2 * t_2)))));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf(((floorf(h) * floorf(h)) * dX_46_v), dX_46_v, fmaf((t_0 * dX_46_w), dX_46_w, (((dX_46_u * floorf(w)) * dX_46_u) * floorf(w)))), fmaf((t_0 * -dY_46_w), -dY_46_w, (t_4 * t_4)))));
}
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(d) * floor(d)) t_1 = Float32(floor(h) * dY_46_v) t_2 = Float32(floor(d) * dY_46_w) t_3 = Float32(dX_46_w * floor(d)) t_4 = Float32(dY_46_u * floor(w)) t_5 = Float32(floor(w) * dY_46_u) tmp = Float32(0.0) if (dX_46_u <= Float32(58000.0)) tmp = log2(sqrt(fmax(fma(Float32(Float32(dX_46_v * floor(h)) * floor(h)), dX_46_v, Float32(t_3 * t_3)), Float32(Float32(Float32(t_5 * t_5) + Float32(t_1 * t_1)) + Float32(t_2 * t_2))))); else tmp = log2(sqrt(fmax(fma(Float32(Float32(floor(h) * floor(h)) * dX_46_v), dX_46_v, fma(Float32(t_0 * dX_46_w), dX_46_w, Float32(Float32(Float32(dX_46_u * floor(w)) * dX_46_u) * floor(w)))), fma(Float32(t_0 * Float32(-dY_46_w)), Float32(-dY_46_w), Float32(t_4 * t_4))))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloor d\right\rfloor \cdot \left\lfloor d\right\rfloor \\
t_1 := \left\lfloor h\right\rfloor \cdot dY.v\\
t_2 := \left\lfloor d\right\rfloor \cdot dY.w\\
t_3 := dX.w \cdot \left\lfloor d\right\rfloor \\
t_4 := dY.u \cdot \left\lfloor w\right\rfloor \\
t_5 := \left\lfloor w\right\rfloor \cdot dY.u\\
\mathbf{if}\;dX.u \leq 58000:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(\left(dX.v \cdot \left\lfloor h\right\rfloor \right) \cdot \left\lfloor h\right\rfloor , dX.v, t\_3 \cdot t\_3\right), \left(t\_5 \cdot t\_5 + t\_1 \cdot t\_1\right) + t\_2 \cdot t\_2\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(\left(\left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v, dX.v, \mathsf{fma}\left(t\_0 \cdot dX.w, dX.w, \left(\left(dX.u \cdot \left\lfloor w\right\rfloor \right) \cdot dX.u\right) \cdot \left\lfloor w\right\rfloor \right)\right), \mathsf{fma}\left(t\_0 \cdot \left(-dY.w\right), -dY.w, t\_4 \cdot t\_4\right)\right)}\right)\\
\end{array}
\end{array}
if dX.u < 58000Initial program 68.2%
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.f3261.2
Applied rewrites61.2%
Applied rewrites61.2%
if 58000 < dX.u Initial program 68.2%
lift-+.f32N/A
lift-+.f32N/A
+-commutativeN/A
associate-+l+N/A
lift-*.f32N/A
lift-*.f32N/A
associate-*r*N/A
+-commutativeN/A
lower-fma.f32N/A
Applied rewrites68.2%
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.f3261.0
Applied rewrites61.0%
lift-fma.f32N/A
*-commutativeN/A
lift-pow.f32N/A
unpow2N/A
lift-pow.f32N/A
unpow2N/A
swap-sqrN/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f32N/A
*-commutativeN/A
lift-pow.f32N/A
pow2N/A
lift-pow.f32N/A
unpow2N/A
swap-sqrN/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.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 (* dX.w (floor d)))
(t_1 (* dY.u (floor w)))
(t_2 (* dX.v (floor h)))
(t_3 (* dY.w (floor d))))
(if (<= dX.u 58000.0)
(log2
(sqrt
(fmax
(fma t_0 t_0 (* t_2 t_2))
(fma
(* t_3 dY.w)
(floor d)
(fma
(* (* dY.v (floor h)) dY.v)
(floor h)
(* (* t_1 dY.u) (floor w)))))))
(log2
(sqrt
(fmax
(fma
(* (* (floor h) (floor h)) dX.v)
dX.v
(fma
(* (* (floor d) (floor d)) dX.w)
dX.w
(* (* (* dX.u (floor w)) dX.u) (floor w))))
(fma (* t_3 (floor d)) dY.w (* t_1 t_1))))))))
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_u * floorf(w);
float t_2 = dX_46_v * floorf(h);
float t_3 = dY_46_w * floorf(d);
float tmp;
if (dX_46_u <= 58000.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf(t_0, t_0, (t_2 * t_2)), fmaf((t_3 * dY_46_w), floorf(d), fmaf(((dY_46_v * floorf(h)) * dY_46_v), floorf(h), ((t_1 * dY_46_u) * floorf(w)))))));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf(((floorf(h) * floorf(h)) * dX_46_v), dX_46_v, fmaf(((floorf(d) * floorf(d)) * dX_46_w), dX_46_w, (((dX_46_u * floorf(w)) * dX_46_u) * floorf(w)))), fmaf((t_3 * floorf(d)), dY_46_w, (t_1 * t_1)))));
}
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_u * floor(w)) t_2 = Float32(dX_46_v * floor(h)) t_3 = Float32(dY_46_w * floor(d)) tmp = Float32(0.0) if (dX_46_u <= Float32(58000.0)) tmp = log2(sqrt(fmax(fma(t_0, t_0, Float32(t_2 * t_2)), fma(Float32(t_3 * dY_46_w), floor(d), fma(Float32(Float32(dY_46_v * floor(h)) * dY_46_v), floor(h), Float32(Float32(t_1 * dY_46_u) * floor(w))))))); else tmp = log2(sqrt(fmax(fma(Float32(Float32(floor(h) * floor(h)) * dX_46_v), dX_46_v, fma(Float32(Float32(floor(d) * floor(d)) * dX_46_w), dX_46_w, Float32(Float32(Float32(dX_46_u * floor(w)) * dX_46_u) * floor(w)))), fma(Float32(t_3 * floor(d)), dY_46_w, Float32(t_1 * t_1))))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.w \cdot \left\lfloor d\right\rfloor \\
t_1 := dY.u \cdot \left\lfloor w\right\rfloor \\
t_2 := dX.v \cdot \left\lfloor h\right\rfloor \\
t_3 := dY.w \cdot \left\lfloor d\right\rfloor \\
\mathbf{if}\;dX.u \leq 58000:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_0, t\_0, t\_2 \cdot t\_2\right), \mathsf{fma}\left(t\_3 \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(t\_1 \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(\left(\left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor \right) \cdot dX.v, dX.v, \mathsf{fma}\left(\left(\left\lfloor d\right\rfloor \cdot \left\lfloor d\right\rfloor \right) \cdot dX.w, dX.w, \left(\left(dX.u \cdot \left\lfloor w\right\rfloor \right) \cdot dX.u\right) \cdot \left\lfloor w\right\rfloor \right)\right), \mathsf{fma}\left(t\_3 \cdot \left\lfloor d\right\rfloor , dY.w, t\_1 \cdot t\_1\right)\right)}\right)\\
\end{array}
\end{array}
if dX.u < 58000Initial program 68.2%
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.f3261.2
Applied rewrites61.2%
Applied rewrites61.2%
if 58000 < dX.u Initial program 68.2%
lift-+.f32N/A
lift-+.f32N/A
+-commutativeN/A
associate-+l+N/A
lift-*.f32N/A
lift-*.f32N/A
associate-*r*N/A
+-commutativeN/A
lower-fma.f32N/A
Applied rewrites68.2%
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.f3261.0
Applied rewrites61.0%
lift-fma.f32N/A
*-commutativeN/A
lift-pow.f32N/A
unpow2N/A
lift-pow.f32N/A
unpow2N/A
swap-sqrN/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.f32N/A
*-commutativeN/A
lift-pow.f32N/A
pow2N/A
lift-pow.f32N/A
unpow2N/A
swap-sqrN/A
lift-*.f32N/A
lift-*.f32N/A
lift-*.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 (* dX.w (floor d)))
(t_1 (* dX.v (floor h)))
(t_2 (* (floor w) dX.u))
(t_3 (* (* dY.v (floor h)) dY.v)))
(if (<= dX.u 6000000.0)
(log2
(sqrt
(fmax
(fma t_0 t_0 (* t_1 t_1))
(fma
(* (* dY.w (floor d)) dY.w)
(floor d)
(fma t_3 (floor h) (* (* (* dY.u (floor w)) dY.u) (floor w)))))))
(log2
(sqrt
(fmax
(fma t_0 t_0 (fma t_1 t_1 (* t_2 t_2)))
(fma (* (* (floor d) (floor d)) dY.w) dY.w (* t_3 (floor h)))))))))
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 = dX_46_v * floorf(h);
float t_2 = floorf(w) * dX_46_u;
float t_3 = (dY_46_v * floorf(h)) * dY_46_v;
float tmp;
if (dX_46_u <= 6000000.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf(t_0, t_0, (t_1 * t_1)), fmaf(((dY_46_w * floorf(d)) * dY_46_w), floorf(d), fmaf(t_3, floorf(h), (((dY_46_u * floorf(w)) * dY_46_u) * floorf(w)))))));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf(t_0, t_0, fmaf(t_1, t_1, (t_2 * t_2))), fmaf(((floorf(d) * floorf(d)) * dY_46_w), dY_46_w, (t_3 * floorf(h))))));
}
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(dX_46_v * floor(h)) t_2 = Float32(floor(w) * dX_46_u) t_3 = Float32(Float32(dY_46_v * floor(h)) * dY_46_v) tmp = Float32(0.0) if (dX_46_u <= Float32(6000000.0)) tmp = log2(sqrt(fmax(fma(t_0, t_0, Float32(t_1 * t_1)), fma(Float32(Float32(dY_46_w * floor(d)) * dY_46_w), floor(d), fma(t_3, floor(h), Float32(Float32(Float32(dY_46_u * floor(w)) * dY_46_u) * floor(w))))))); else tmp = log2(sqrt(fmax(fma(t_0, t_0, fma(t_1, t_1, Float32(t_2 * t_2))), fma(Float32(Float32(floor(d) * floor(d)) * dY_46_w), dY_46_w, Float32(t_3 * floor(h)))))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.w \cdot \left\lfloor d\right\rfloor \\
t_1 := dX.v \cdot \left\lfloor h\right\rfloor \\
t_2 := \left\lfloor w\right\rfloor \cdot dX.u\\
t_3 := \left(dY.v \cdot \left\lfloor h\right\rfloor \right) \cdot dY.v\\
\mathbf{if}\;dX.u \leq 6000000:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_0, t\_0, t\_1 \cdot t\_1\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(t\_3, \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\_0, t\_0, \mathsf{fma}\left(t\_1, t\_1, t\_2 \cdot t\_2\right)\right), \mathsf{fma}\left(\left(\left\lfloor d\right\rfloor \cdot \left\lfloor d\right\rfloor \right) \cdot dY.w, dY.w, t\_3 \cdot \left\lfloor h\right\rfloor \right)\right)}\right)\\
\end{array}
\end{array}
if dX.u < 6e6Initial program 68.2%
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.f3261.2
Applied rewrites61.2%
Applied rewrites61.2%
if 6e6 < dX.u Initial program 68.2%
Taylor expanded in dY.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.f3261.3
Applied rewrites61.3%
Applied rewrites61.3%
(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.u (floor w)))
(t_2 (* dY.w (floor d)))
(t_3 (* dX.v (floor h))))
(if (<= dX.v 10000.0)
(log2
(sqrt
(fmax
(fma (* t_0 dX.w) (floor d) (* (* dX.u dX.u) (* (floor w) (floor w))))
(fma
t_2
t_2
(fma (* dY.v dY.v) (* (floor h) (floor h)) (* t_1 t_1))))))
(log2
(sqrt
(fmax
(fma t_0 t_0 (* t_3 t_3))
(fma
(* t_2 dY.w)
(floor d)
(fma
(* (* dY.v (floor h)) dY.v)
(floor h)
(* (* t_1 dY.u) (floor w))))))))))
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_u * floorf(w);
float t_2 = dY_46_w * floorf(d);
float t_3 = dX_46_v * floorf(h);
float tmp;
if (dX_46_v <= 10000.0f) {
tmp = log2f(sqrtf(fmaxf(fmaf((t_0 * dX_46_w), floorf(d), ((dX_46_u * dX_46_u) * (floorf(w) * floorf(w)))), fmaf(t_2, t_2, fmaf((dY_46_v * dY_46_v), (floorf(h) * floorf(h)), (t_1 * t_1))))));
} else {
tmp = log2f(sqrtf(fmaxf(fmaf(t_0, t_0, (t_3 * t_3)), fmaf((t_2 * dY_46_w), floorf(d), fmaf(((dY_46_v * floorf(h)) * dY_46_v), floorf(h), ((t_1 * dY_46_u) * floorf(w)))))));
}
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_u * floor(w)) t_2 = Float32(dY_46_w * floor(d)) t_3 = Float32(dX_46_v * floor(h)) tmp = Float32(0.0) if (dX_46_v <= Float32(10000.0)) tmp = log2(sqrt(fmax(fma(Float32(t_0 * dX_46_w), floor(d), Float32(Float32(dX_46_u * dX_46_u) * Float32(floor(w) * floor(w)))), fma(t_2, t_2, fma(Float32(dY_46_v * dY_46_v), Float32(floor(h) * floor(h)), Float32(t_1 * t_1)))))); else tmp = log2(sqrt(fmax(fma(t_0, t_0, Float32(t_3 * t_3)), fma(Float32(t_2 * dY_46_w), floor(d), fma(Float32(Float32(dY_46_v * floor(h)) * dY_46_v), floor(h), Float32(Float32(t_1 * dY_46_u) * floor(w))))))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.w \cdot \left\lfloor d\right\rfloor \\
t_1 := dY.u \cdot \left\lfloor w\right\rfloor \\
t_2 := dY.w \cdot \left\lfloor d\right\rfloor \\
t_3 := dX.v \cdot \left\lfloor h\right\rfloor \\
\mathbf{if}\;dX.v \leq 10000:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_0 \cdot dX.w, \left\lfloor d\right\rfloor , \left(dX.u \cdot dX.u\right) \cdot \left(\left\lfloor w\right\rfloor \cdot \left\lfloor w\right\rfloor \right)\right), \mathsf{fma}\left(t\_2, t\_2, \mathsf{fma}\left(dY.v \cdot dY.v, \left\lfloor h\right\rfloor \cdot \left\lfloor h\right\rfloor , t\_1 \cdot t\_1\right)\right)\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_0, t\_0, t\_3 \cdot t\_3\right), \mathsf{fma}\left(t\_2 \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(t\_1 \cdot dY.u\right) \cdot \left\lfloor w\right\rfloor \right)\right)\right)}\right)\\
\end{array}
\end{array}
if dX.v < 1e4Initial program 68.2%
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.f3260.9
Applied rewrites60.9%
Applied rewrites60.9%
if 1e4 < dX.v Initial program 68.2%
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.f3261.2
Applied rewrites61.2%
Applied rewrites61.2%
(FPCore (w h d dX.u dX.v dX.w dY.u dY.v dY.w)
:precision binary32
(let* ((t_0 (* dX.v (floor h))) (t_1 (* dX.w (floor d))))
(log2
(sqrt
(fmax
(fma t_1 t_1 (* 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)))))))))
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_v * floorf(h);
float t_1 = dX_46_w * floorf(d);
return log2f(sqrtf(fmaxf(fmaf(t_1, t_1, (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)))))));
}
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_v * floor(h)) t_1 = Float32(dX_46_w * floor(d)) return log2(sqrt(fmax(fma(t_1, t_1, 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))))))) end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.v \cdot \left\lfloor h\right\rfloor \\
t_1 := dX.w \cdot \left\lfloor d\right\rfloor \\
\log_{2} \left(\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t\_1, t\_1, 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)
\end{array}
\end{array}
Initial program 68.2%
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.f3261.2
Applied rewrites61.2%
Applied rewrites61.2%
herbie shell --seed 2025147
(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)))))))