
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) dX.v))
(t_1 (* (floor w) dY.u))
(t_2 (* (floor w) dX.u))
(t_3 (+ (* t_2 t_2) (* t_0 t_0)))
(t_4 (* (floor h) dY.v))
(t_5 (+ (* t_1 t_1) (* t_4 t_4)))
(t_6 (/ 1.0 (sqrt (fmax t_3 t_5)))))
(if (>= t_3 t_5) (* t_6 t_0) (* t_6 t_4))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = floorf(h) * dX_46_v;
float t_1 = floorf(w) * dY_46_u;
float t_2 = floorf(w) * dX_46_u;
float t_3 = (t_2 * t_2) + (t_0 * t_0);
float t_4 = floorf(h) * dY_46_v;
float t_5 = (t_1 * t_1) + (t_4 * t_4);
float t_6 = 1.0f / sqrtf(fmaxf(t_3, t_5));
float tmp;
if (t_3 >= t_5) {
tmp = t_6 * t_0;
} else {
tmp = t_6 * t_4;
}
return tmp;
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(floor(h) * dX_46_v) t_1 = Float32(floor(w) * dY_46_u) t_2 = Float32(floor(w) * dX_46_u) t_3 = Float32(Float32(t_2 * t_2) + Float32(t_0 * t_0)) t_4 = Float32(floor(h) * dY_46_v) t_5 = Float32(Float32(t_1 * t_1) + Float32(t_4 * t_4)) t_6 = Float32(Float32(1.0) / sqrt(((t_3 != t_3) ? t_5 : ((t_5 != t_5) ? t_3 : max(t_3, t_5))))) tmp = Float32(0.0) if (t_3 >= t_5) tmp = Float32(t_6 * t_0); else tmp = Float32(t_6 * t_4); end return tmp end
function tmp_2 = code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = floor(h) * dX_46_v; t_1 = floor(w) * dY_46_u; t_2 = floor(w) * dX_46_u; t_3 = (t_2 * t_2) + (t_0 * t_0); t_4 = floor(h) * dY_46_v; t_5 = (t_1 * t_1) + (t_4 * t_4); t_6 = single(1.0) / sqrt(max(t_3, t_5)); tmp = single(0.0); if (t_3 >= t_5) tmp = t_6 * t_0; else tmp = t_6 * t_4; end tmp_2 = tmp; end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_1 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_2 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_3 := t\_2 \cdot t\_2 + t\_0 \cdot t\_0\\
t_4 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_5 := t\_1 \cdot t\_1 + t\_4 \cdot t\_4\\
t_6 := \frac{1}{\sqrt{\mathsf{max}\left(t\_3, t\_5\right)}}\\
\mathbf{if}\;t\_3 \geq t\_5:\\
\;\;\;\;t\_6 \cdot t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_6 \cdot t\_4\\
\end{array}
\end{array}
Sampling outcomes in binary32 precision:
Herbie found 6 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) dX.v))
(t_1 (* (floor w) dY.u))
(t_2 (* (floor w) dX.u))
(t_3 (+ (* t_2 t_2) (* t_0 t_0)))
(t_4 (* (floor h) dY.v))
(t_5 (+ (* t_1 t_1) (* t_4 t_4)))
(t_6 (/ 1.0 (sqrt (fmax t_3 t_5)))))
(if (>= t_3 t_5) (* t_6 t_0) (* t_6 t_4))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = floorf(h) * dX_46_v;
float t_1 = floorf(w) * dY_46_u;
float t_2 = floorf(w) * dX_46_u;
float t_3 = (t_2 * t_2) + (t_0 * t_0);
float t_4 = floorf(h) * dY_46_v;
float t_5 = (t_1 * t_1) + (t_4 * t_4);
float t_6 = 1.0f / sqrtf(fmaxf(t_3, t_5));
float tmp;
if (t_3 >= t_5) {
tmp = t_6 * t_0;
} else {
tmp = t_6 * t_4;
}
return tmp;
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(floor(h) * dX_46_v) t_1 = Float32(floor(w) * dY_46_u) t_2 = Float32(floor(w) * dX_46_u) t_3 = Float32(Float32(t_2 * t_2) + Float32(t_0 * t_0)) t_4 = Float32(floor(h) * dY_46_v) t_5 = Float32(Float32(t_1 * t_1) + Float32(t_4 * t_4)) t_6 = Float32(Float32(1.0) / sqrt(((t_3 != t_3) ? t_5 : ((t_5 != t_5) ? t_3 : max(t_3, t_5))))) tmp = Float32(0.0) if (t_3 >= t_5) tmp = Float32(t_6 * t_0); else tmp = Float32(t_6 * t_4); end return tmp end
function tmp_2 = code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = floor(h) * dX_46_v; t_1 = floor(w) * dY_46_u; t_2 = floor(w) * dX_46_u; t_3 = (t_2 * t_2) + (t_0 * t_0); t_4 = floor(h) * dY_46_v; t_5 = (t_1 * t_1) + (t_4 * t_4); t_6 = single(1.0) / sqrt(max(t_3, t_5)); tmp = single(0.0); if (t_3 >= t_5) tmp = t_6 * t_0; else tmp = t_6 * t_4; end tmp_2 = tmp; end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot dX.v\\
t_1 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_2 := \left\lfloorw\right\rfloor \cdot dX.u\\
t_3 := t\_2 \cdot t\_2 + t\_0 \cdot t\_0\\
t_4 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_5 := t\_1 \cdot t\_1 + t\_4 \cdot t\_4\\
t_6 := \frac{1}{\sqrt{\mathsf{max}\left(t\_3, t\_5\right)}}\\
\mathbf{if}\;t\_3 \geq t\_5:\\
\;\;\;\;t\_6 \cdot t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_6 \cdot t\_4\\
\end{array}
\end{array}
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) dY.v))
(t_1 (pow (hypot (* (floor w) dY.u) t_0) 2.0))
(t_2 (pow (hypot (* dX.u (floor w)) (* dX.v (floor h))) 2.0)))
(if (>= t_2 t_1)
(*
dX.v
(/
(floor h)
(sqrt
(fmax
(fma
(* dX.v dX.v)
(* (floor h) (floor h))
(* (floor w) (* (floor w) (* dX.u dX.u))))
(fma
(floor w)
(* (floor w) (* dY.u dY.u))
(* (floor h) (* (floor h) (* dY.v dY.v))))))))
(expm1 (log1p (/ t_0 (sqrt (fmax t_2 t_1))))))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = floorf(h) * dY_46_v;
float t_1 = powf(hypotf((floorf(w) * dY_46_u), t_0), 2.0f);
float t_2 = powf(hypotf((dX_46_u * floorf(w)), (dX_46_v * floorf(h))), 2.0f);
float tmp;
if (t_2 >= t_1) {
tmp = dX_46_v * (floorf(h) / sqrtf(fmaxf(fmaf((dX_46_v * dX_46_v), (floorf(h) * floorf(h)), (floorf(w) * (floorf(w) * (dX_46_u * dX_46_u)))), fmaf(floorf(w), (floorf(w) * (dY_46_u * dY_46_u)), (floorf(h) * (floorf(h) * (dY_46_v * dY_46_v)))))));
} else {
tmp = expm1f(log1pf((t_0 / sqrtf(fmaxf(t_2, t_1)))));
}
return tmp;
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(floor(h) * dY_46_v) t_1 = hypot(Float32(floor(w) * dY_46_u), t_0) ^ Float32(2.0) t_2 = hypot(Float32(dX_46_u * floor(w)), Float32(dX_46_v * floor(h))) ^ Float32(2.0) tmp = Float32(0.0) if (t_2 >= t_1) tmp = Float32(dX_46_v * Float32(floor(h) / sqrt(((fma(Float32(dX_46_v * dX_46_v), Float32(floor(h) * floor(h)), Float32(floor(w) * Float32(floor(w) * Float32(dX_46_u * dX_46_u)))) != fma(Float32(dX_46_v * dX_46_v), Float32(floor(h) * floor(h)), Float32(floor(w) * Float32(floor(w) * Float32(dX_46_u * dX_46_u))))) ? fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v)))) : ((fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v)))) != fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v))))) ? fma(Float32(dX_46_v * dX_46_v), Float32(floor(h) * floor(h)), Float32(floor(w) * Float32(floor(w) * Float32(dX_46_u * dX_46_u)))) : max(fma(Float32(dX_46_v * dX_46_v), Float32(floor(h) * floor(h)), Float32(floor(w) * Float32(floor(w) * Float32(dX_46_u * dX_46_u)))), fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v)))))))))); else tmp = expm1(log1p(Float32(t_0 / sqrt(((t_2 != t_2) ? t_1 : ((t_1 != t_1) ? t_2 : max(t_2, t_1))))))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_1 := {\left(\mathsf{hypot}\left(\left\lfloorw\right\rfloor \cdot dY.u, t\_0\right)\right)}^{2}\\
t_2 := {\left(\mathsf{hypot}\left(dX.u \cdot \left\lfloorw\right\rfloor, dX.v \cdot \left\lfloorh\right\rfloor\right)\right)}^{2}\\
\mathbf{if}\;t\_2 \geq t\_1:\\
\;\;\;\;dX.v \cdot \frac{\left\lfloorh\right\rfloor}{\sqrt{\mathsf{max}\left(\mathsf{fma}\left(dX.v \cdot dX.v, \left\lfloorh\right\rfloor \cdot \left\lfloorh\right\rfloor, \left\lfloorw\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot \left(dX.u \cdot dX.u\right)\right)\right), \mathsf{fma}\left(\left\lfloorw\right\rfloor, \left\lfloorw\right\rfloor \cdot \left(dY.u \cdot dY.u\right), \left\lfloorh\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot \left(dY.v \cdot dY.v\right)\right)\right)\right)}}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{expm1}\left(\mathsf{log1p}\left(\frac{t\_0}{\sqrt{\mathsf{max}\left(t\_2, t\_1\right)}}\right)\right)\\
\end{array}
\end{array}
Initial program 73.0%
Simplified72.9%
Applied egg-rr59.2%
Simplified73.1%
Taylor expanded in dX.v around 0 73.1%
unpow273.1%
unpow273.1%
swap-sqr73.1%
unpow273.1%
unpow273.1%
swap-sqr73.1%
rem-square-sqrt73.1%
hypot-undefine73.1%
hypot-undefine73.1%
unpow273.1%
Simplified73.1%
Final simplification73.1%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) dY.v))
(t_1 (* (floor w) dY.u))
(t_2 (pow (hypot (* dX.u (floor w)) (* dX.v (floor h))) 2.0)))
(if (>= t_2 (pow (hypot t_0 t_1) 2.0))
(* (floor h) (/ dX.v (sqrt (fmax t_2 (pow (hypot t_1 t_0) 2.0)))))
(/
t_0
(sqrt
(fmax
(fma
(floor w)
(* (floor w) (* dX.u dX.u))
(* (floor h) (* (floor h) (* dX.v dX.v))))
(fma
(floor h)
(* dY.v t_0)
(* dY.u (* dY.u (* (floor w) (floor w)))))))))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = floorf(h) * dY_46_v;
float t_1 = floorf(w) * dY_46_u;
float t_2 = powf(hypotf((dX_46_u * floorf(w)), (dX_46_v * floorf(h))), 2.0f);
float tmp;
if (t_2 >= powf(hypotf(t_0, t_1), 2.0f)) {
tmp = floorf(h) * (dX_46_v / sqrtf(fmaxf(t_2, powf(hypotf(t_1, t_0), 2.0f))));
} else {
tmp = t_0 / sqrtf(fmaxf(fmaf(floorf(w), (floorf(w) * (dX_46_u * dX_46_u)), (floorf(h) * (floorf(h) * (dX_46_v * dX_46_v)))), fmaf(floorf(h), (dY_46_v * t_0), (dY_46_u * (dY_46_u * (floorf(w) * floorf(w)))))));
}
return tmp;
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(floor(h) * dY_46_v) t_1 = Float32(floor(w) * dY_46_u) t_2 = hypot(Float32(dX_46_u * floor(w)), Float32(dX_46_v * floor(h))) ^ Float32(2.0) tmp = Float32(0.0) if (t_2 >= (hypot(t_0, t_1) ^ Float32(2.0))) tmp = Float32(floor(h) * Float32(dX_46_v / sqrt(((t_2 != t_2) ? (hypot(t_1, t_0) ^ Float32(2.0)) : (((hypot(t_1, t_0) ^ Float32(2.0)) != (hypot(t_1, t_0) ^ Float32(2.0))) ? t_2 : max(t_2, (hypot(t_1, t_0) ^ Float32(2.0)))))))); else tmp = Float32(t_0 / sqrt(((fma(floor(w), Float32(floor(w) * Float32(dX_46_u * dX_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dX_46_v * dX_46_v)))) != fma(floor(w), Float32(floor(w) * Float32(dX_46_u * dX_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dX_46_v * dX_46_v))))) ? fma(floor(h), Float32(dY_46_v * t_0), Float32(dY_46_u * Float32(dY_46_u * Float32(floor(w) * floor(w))))) : ((fma(floor(h), Float32(dY_46_v * t_0), Float32(dY_46_u * Float32(dY_46_u * Float32(floor(w) * floor(w))))) != fma(floor(h), Float32(dY_46_v * t_0), Float32(dY_46_u * Float32(dY_46_u * Float32(floor(w) * floor(w)))))) ? fma(floor(w), Float32(floor(w) * Float32(dX_46_u * dX_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dX_46_v * dX_46_v)))) : max(fma(floor(w), Float32(floor(w) * Float32(dX_46_u * dX_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dX_46_v * dX_46_v)))), fma(floor(h), Float32(dY_46_v * t_0), Float32(dY_46_u * Float32(dY_46_u * Float32(floor(w) * floor(w)))))))))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_1 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_2 := {\left(\mathsf{hypot}\left(dX.u \cdot \left\lfloorw\right\rfloor, dX.v \cdot \left\lfloorh\right\rfloor\right)\right)}^{2}\\
\mathbf{if}\;t\_2 \geq {\left(\mathsf{hypot}\left(t\_0, t\_1\right)\right)}^{2}:\\
\;\;\;\;\left\lfloorh\right\rfloor \cdot \frac{dX.v}{\sqrt{\mathsf{max}\left(t\_2, {\left(\mathsf{hypot}\left(t\_1, t\_0\right)\right)}^{2}\right)}}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{\sqrt{\mathsf{max}\left(\mathsf{fma}\left(\left\lfloorw\right\rfloor, \left\lfloorw\right\rfloor \cdot \left(dX.u \cdot dX.u\right), \left\lfloorh\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot \left(dX.v \cdot dX.v\right)\right)\right), \mathsf{fma}\left(\left\lfloorh\right\rfloor, dY.v \cdot t\_0, dY.u \cdot \left(dY.u \cdot \left(\left\lfloorw\right\rfloor \cdot \left\lfloorw\right\rfloor\right)\right)\right)\right)}}\\
\end{array}
\end{array}
Initial program 73.0%
Simplified73.0%
Applied egg-rr73.1%
Taylor expanded in w around 0 73.1%
Simplified73.1%
Final simplification73.1%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* dX.v (floor h)))
(t_1 (* t_0 t_0))
(t_2 (* (floor w) dY.u))
(t_3 (* (floor h) dY.v))
(t_4 (+ (* t_2 t_2) (* t_3 t_3)))
(t_5 (* dX.u (floor w))))
(if (>= (+ (pow t_5 2.0) t_1) t_4)
(* t_0 (/ 1.0 (sqrt (fmax (+ t_1 (* t_5 t_5)) t_4))))
(*
t_3
(/
1.0
(pow
(fmax (pow (hypot t_5 t_0) 2.0) (pow (hypot t_2 t_3) 2.0))
0.5))))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = dX_46_v * floorf(h);
float t_1 = t_0 * t_0;
float t_2 = floorf(w) * dY_46_u;
float t_3 = floorf(h) * dY_46_v;
float t_4 = (t_2 * t_2) + (t_3 * t_3);
float t_5 = dX_46_u * floorf(w);
float tmp;
if ((powf(t_5, 2.0f) + t_1) >= t_4) {
tmp = t_0 * (1.0f / sqrtf(fmaxf((t_1 + (t_5 * t_5)), t_4)));
} else {
tmp = t_3 * (1.0f / powf(fmaxf(powf(hypotf(t_5, t_0), 2.0f), powf(hypotf(t_2, t_3), 2.0f)), 0.5f));
}
return tmp;
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(dX_46_v * floor(h)) t_1 = Float32(t_0 * t_0) t_2 = Float32(floor(w) * dY_46_u) t_3 = Float32(floor(h) * dY_46_v) t_4 = Float32(Float32(t_2 * t_2) + Float32(t_3 * t_3)) t_5 = Float32(dX_46_u * floor(w)) tmp = Float32(0.0) if (Float32((t_5 ^ Float32(2.0)) + t_1) >= t_4) tmp = Float32(t_0 * Float32(Float32(1.0) / sqrt(((Float32(t_1 + Float32(t_5 * t_5)) != Float32(t_1 + Float32(t_5 * t_5))) ? t_4 : ((t_4 != t_4) ? Float32(t_1 + Float32(t_5 * t_5)) : max(Float32(t_1 + Float32(t_5 * t_5)), t_4)))))); else tmp = Float32(t_3 * Float32(Float32(1.0) / ((((hypot(t_5, t_0) ^ Float32(2.0)) != (hypot(t_5, t_0) ^ Float32(2.0))) ? (hypot(t_2, t_3) ^ Float32(2.0)) : (((hypot(t_2, t_3) ^ Float32(2.0)) != (hypot(t_2, t_3) ^ Float32(2.0))) ? (hypot(t_5, t_0) ^ Float32(2.0)) : max((hypot(t_5, t_0) ^ Float32(2.0)), (hypot(t_2, t_3) ^ Float32(2.0))))) ^ Float32(0.5)))); end return tmp end
function tmp_2 = code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = dX_46_v * floor(h); t_1 = t_0 * t_0; t_2 = floor(w) * dY_46_u; t_3 = floor(h) * dY_46_v; t_4 = (t_2 * t_2) + (t_3 * t_3); t_5 = dX_46_u * floor(w); tmp = single(0.0); if (((t_5 ^ single(2.0)) + t_1) >= t_4) tmp = t_0 * (single(1.0) / sqrt(max((t_1 + (t_5 * t_5)), t_4))); else tmp = t_3 * (single(1.0) / (max((hypot(t_5, t_0) ^ single(2.0)), (hypot(t_2, t_3) ^ single(2.0))) ^ single(0.5))); end tmp_2 = tmp; end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.v \cdot \left\lfloorh\right\rfloor\\
t_1 := t\_0 \cdot t\_0\\
t_2 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_3 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_4 := t\_2 \cdot t\_2 + t\_3 \cdot t\_3\\
t_5 := dX.u \cdot \left\lfloorw\right\rfloor\\
\mathbf{if}\;{t\_5}^{2} + t\_1 \geq t\_4:\\
\;\;\;\;t\_0 \cdot \frac{1}{\sqrt{\mathsf{max}\left(t\_1 + t\_5 \cdot t\_5, t\_4\right)}}\\
\mathbf{else}:\\
\;\;\;\;t\_3 \cdot \frac{1}{{\left(\mathsf{max}\left({\left(\mathsf{hypot}\left(t\_5, t\_0\right)\right)}^{2}, {\left(\mathsf{hypot}\left(t\_2, t\_3\right)\right)}^{2}\right)\right)}^{0.5}}\\
\end{array}
\end{array}
Initial program 73.0%
pow273.0%
Applied egg-rr73.0%
pow1/273.0%
Applied egg-rr73.0%
Final simplification73.0%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* dX.v (floor h)))
(t_1 (* (floor w) dY.u))
(t_2 (* (floor h) dY.v))
(t_3 (+ (* t_1 t_1) (* t_2 t_2)))
(t_4 (* dX.u (floor w)))
(t_5 (/ 1.0 (sqrt (fmax (+ (* t_0 t_0) (* t_4 t_4)) t_3)))))
(if (>= (+ (pow t_4 2.0) (pow t_0 2.0)) t_3) (* t_0 t_5) (* t_2 t_5))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = dX_46_v * floorf(h);
float t_1 = floorf(w) * dY_46_u;
float t_2 = floorf(h) * dY_46_v;
float t_3 = (t_1 * t_1) + (t_2 * t_2);
float t_4 = dX_46_u * floorf(w);
float t_5 = 1.0f / sqrtf(fmaxf(((t_0 * t_0) + (t_4 * t_4)), t_3));
float tmp;
if ((powf(t_4, 2.0f) + powf(t_0, 2.0f)) >= t_3) {
tmp = t_0 * t_5;
} else {
tmp = t_2 * t_5;
}
return tmp;
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(dX_46_v * floor(h)) t_1 = Float32(floor(w) * dY_46_u) t_2 = Float32(floor(h) * dY_46_v) t_3 = Float32(Float32(t_1 * t_1) + Float32(t_2 * t_2)) t_4 = Float32(dX_46_u * floor(w)) t_5 = Float32(Float32(1.0) / sqrt(((Float32(Float32(t_0 * t_0) + Float32(t_4 * t_4)) != Float32(Float32(t_0 * t_0) + Float32(t_4 * t_4))) ? t_3 : ((t_3 != t_3) ? Float32(Float32(t_0 * t_0) + Float32(t_4 * t_4)) : max(Float32(Float32(t_0 * t_0) + Float32(t_4 * t_4)), t_3))))) tmp = Float32(0.0) if (Float32((t_4 ^ Float32(2.0)) + (t_0 ^ Float32(2.0))) >= t_3) tmp = Float32(t_0 * t_5); else tmp = Float32(t_2 * t_5); end return tmp end
function tmp_2 = code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = dX_46_v * floor(h); t_1 = floor(w) * dY_46_u; t_2 = floor(h) * dY_46_v; t_3 = (t_1 * t_1) + (t_2 * t_2); t_4 = dX_46_u * floor(w); t_5 = single(1.0) / sqrt(max(((t_0 * t_0) + (t_4 * t_4)), t_3)); tmp = single(0.0); if (((t_4 ^ single(2.0)) + (t_0 ^ single(2.0))) >= t_3) tmp = t_0 * t_5; else tmp = t_2 * t_5; end tmp_2 = tmp; end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.v \cdot \left\lfloorh\right\rfloor\\
t_1 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_2 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_3 := t\_1 \cdot t\_1 + t\_2 \cdot t\_2\\
t_4 := dX.u \cdot \left\lfloorw\right\rfloor\\
t_5 := \frac{1}{\sqrt{\mathsf{max}\left(t\_0 \cdot t\_0 + t\_4 \cdot t\_4, t\_3\right)}}\\
\mathbf{if}\;{t\_4}^{2} + {t\_0}^{2} \geq t\_3:\\
\;\;\;\;t\_0 \cdot t\_5\\
\mathbf{else}:\\
\;\;\;\;t\_2 \cdot t\_5\\
\end{array}
\end{array}
Initial program 73.0%
pow273.0%
Applied egg-rr73.0%
pow273.0%
Applied egg-rr73.0%
Final simplification73.0%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* dX.u (floor w)))
(t_1 (* (floor h) dY.v))
(t_2 (pow (hypot (* (floor w) dY.u) t_1) 2.0))
(t_3 (* dX.v (floor h)))
(t_4 (pow (hypot t_0 t_3) 2.0))
(t_5 (expm1 (log1p (/ t_1 (sqrt (fmax t_4 t_2)))))))
(if (<= dX.u 420.0)
(if (>= (pow t_3 2.0) t_2)
(*
dX.v
(/
(floor h)
(sqrt
(fmax
(fma
(* dX.v dX.v)
(* (floor h) (floor h))
(* (floor w) (* (floor w) (* dX.u dX.u))))
(fma
(floor w)
(* (floor w) (* dY.u dY.u))
(* (floor h) (* (floor h) (* dY.v dY.v))))))))
t_5)
(if (>= (pow t_0 2.0) t_2)
(*
dX.v
(/
(floor h)
(pow
(fmax t_4 (fma (floor w) (* (floor w) (pow dY.u 2.0)) (pow t_1 2.0)))
0.5)))
t_5))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = dX_46_u * floorf(w);
float t_1 = floorf(h) * dY_46_v;
float t_2 = powf(hypotf((floorf(w) * dY_46_u), t_1), 2.0f);
float t_3 = dX_46_v * floorf(h);
float t_4 = powf(hypotf(t_0, t_3), 2.0f);
float t_5 = expm1f(log1pf((t_1 / sqrtf(fmaxf(t_4, t_2)))));
float tmp_1;
if (dX_46_u <= 420.0f) {
float tmp_2;
if (powf(t_3, 2.0f) >= t_2) {
tmp_2 = dX_46_v * (floorf(h) / sqrtf(fmaxf(fmaf((dX_46_v * dX_46_v), (floorf(h) * floorf(h)), (floorf(w) * (floorf(w) * (dX_46_u * dX_46_u)))), fmaf(floorf(w), (floorf(w) * (dY_46_u * dY_46_u)), (floorf(h) * (floorf(h) * (dY_46_v * dY_46_v)))))));
} else {
tmp_2 = t_5;
}
tmp_1 = tmp_2;
} else if (powf(t_0, 2.0f) >= t_2) {
tmp_1 = dX_46_v * (floorf(h) / powf(fmaxf(t_4, fmaf(floorf(w), (floorf(w) * powf(dY_46_u, 2.0f)), powf(t_1, 2.0f))), 0.5f));
} else {
tmp_1 = t_5;
}
return tmp_1;
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(dX_46_u * floor(w)) t_1 = Float32(floor(h) * dY_46_v) t_2 = hypot(Float32(floor(w) * dY_46_u), t_1) ^ Float32(2.0) t_3 = Float32(dX_46_v * floor(h)) t_4 = hypot(t_0, t_3) ^ Float32(2.0) t_5 = expm1(log1p(Float32(t_1 / sqrt(((t_4 != t_4) ? t_2 : ((t_2 != t_2) ? t_4 : max(t_4, t_2))))))) tmp_1 = Float32(0.0) if (dX_46_u <= Float32(420.0)) tmp_2 = Float32(0.0) if ((t_3 ^ Float32(2.0)) >= t_2) tmp_2 = Float32(dX_46_v * Float32(floor(h) / sqrt(((fma(Float32(dX_46_v * dX_46_v), Float32(floor(h) * floor(h)), Float32(floor(w) * Float32(floor(w) * Float32(dX_46_u * dX_46_u)))) != fma(Float32(dX_46_v * dX_46_v), Float32(floor(h) * floor(h)), Float32(floor(w) * Float32(floor(w) * Float32(dX_46_u * dX_46_u))))) ? fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v)))) : ((fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v)))) != fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v))))) ? fma(Float32(dX_46_v * dX_46_v), Float32(floor(h) * floor(h)), Float32(floor(w) * Float32(floor(w) * Float32(dX_46_u * dX_46_u)))) : max(fma(Float32(dX_46_v * dX_46_v), Float32(floor(h) * floor(h)), Float32(floor(w) * Float32(floor(w) * Float32(dX_46_u * dX_46_u)))), fma(floor(w), Float32(floor(w) * Float32(dY_46_u * dY_46_u)), Float32(floor(h) * Float32(floor(h) * Float32(dY_46_v * dY_46_v)))))))))); else tmp_2 = t_5; end tmp_1 = tmp_2; elseif ((t_0 ^ Float32(2.0)) >= t_2) tmp_1 = Float32(dX_46_v * Float32(floor(h) / (((t_4 != t_4) ? fma(floor(w), Float32(floor(w) * (dY_46_u ^ Float32(2.0))), (t_1 ^ Float32(2.0))) : ((fma(floor(w), Float32(floor(w) * (dY_46_u ^ Float32(2.0))), (t_1 ^ Float32(2.0))) != fma(floor(w), Float32(floor(w) * (dY_46_u ^ Float32(2.0))), (t_1 ^ Float32(2.0)))) ? t_4 : max(t_4, fma(floor(w), Float32(floor(w) * (dY_46_u ^ Float32(2.0))), (t_1 ^ Float32(2.0)))))) ^ Float32(0.5)))); else tmp_1 = t_5; end return tmp_1 end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.u \cdot \left\lfloorw\right\rfloor\\
t_1 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_2 := {\left(\mathsf{hypot}\left(\left\lfloorw\right\rfloor \cdot dY.u, t\_1\right)\right)}^{2}\\
t_3 := dX.v \cdot \left\lfloorh\right\rfloor\\
t_4 := {\left(\mathsf{hypot}\left(t\_0, t\_3\right)\right)}^{2}\\
t_5 := \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{t\_1}{\sqrt{\mathsf{max}\left(t\_4, t\_2\right)}}\right)\right)\\
\mathbf{if}\;dX.u \leq 420:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;{t\_3}^{2} \geq t\_2:\\
\;\;\;\;dX.v \cdot \frac{\left\lfloorh\right\rfloor}{\sqrt{\mathsf{max}\left(\mathsf{fma}\left(dX.v \cdot dX.v, \left\lfloorh\right\rfloor \cdot \left\lfloorh\right\rfloor, \left\lfloorw\right\rfloor \cdot \left(\left\lfloorw\right\rfloor \cdot \left(dX.u \cdot dX.u\right)\right)\right), \mathsf{fma}\left(\left\lfloorw\right\rfloor, \left\lfloorw\right\rfloor \cdot \left(dY.u \cdot dY.u\right), \left\lfloorh\right\rfloor \cdot \left(\left\lfloorh\right\rfloor \cdot \left(dY.v \cdot dY.v\right)\right)\right)\right)}}\\
\mathbf{else}:\\
\;\;\;\;t\_5\\
\end{array}\\
\mathbf{elif}\;{t\_0}^{2} \geq t\_2:\\
\;\;\;\;dX.v \cdot \frac{\left\lfloorh\right\rfloor}{{\left(\mathsf{max}\left(t\_4, \mathsf{fma}\left(\left\lfloorw\right\rfloor, \left\lfloorw\right\rfloor \cdot {dY.u}^{2}, {t\_1}^{2}\right)\right)\right)}^{0.5}}\\
\mathbf{else}:\\
\;\;\;\;t\_5\\
\end{array}
\end{array}
if dX.u < 420Initial program 74.6%
Simplified74.4%
Applied egg-rr58.7%
Simplified74.6%
Taylor expanded in dX.v around 0 74.6%
unpow274.6%
unpow274.6%
swap-sqr74.6%
unpow274.6%
unpow274.6%
swap-sqr74.6%
rem-square-sqrt74.6%
hypot-undefine74.6%
hypot-undefine74.6%
unpow274.6%
Simplified74.6%
Taylor expanded in dX.u around 0 66.6%
unpow266.6%
unpow266.6%
swap-sqr66.6%
unpow266.6%
Simplified66.6%
if 420 < dX.u Initial program 67.8%
Simplified68.0%
Applied egg-rr60.9%
Simplified68.3%
Taylor expanded in dX.v around 0 68.3%
unpow268.3%
unpow268.3%
swap-sqr68.3%
unpow268.3%
unpow268.3%
swap-sqr68.3%
rem-square-sqrt68.3%
hypot-undefine68.3%
hypot-undefine68.3%
unpow268.3%
Simplified68.3%
Taylor expanded in dX.u around inf 64.1%
unpow264.1%
unpow264.1%
swap-sqr64.1%
unpow264.1%
Simplified64.1%
pow1/264.1%
Applied egg-rr64.1%
Final simplification66.0%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* (floor h) dY.v))
(t_1 (* dX.u (floor w)))
(t_2 (pow (hypot t_1 (* dX.v (floor h))) 2.0))
(t_3 (pow (hypot (* (floor w) dY.u) t_0) 2.0)))
(if (>= (pow t_1 2.0) t_3)
(*
dX.v
(/
(floor h)
(pow
(fmax t_2 (fma (floor w) (* (floor w) (pow dY.u 2.0)) (pow t_0 2.0)))
0.5)))
(expm1 (log1p (/ t_0 (sqrt (fmax t_2 t_3))))))))
float code(float w, float h, float dX_46_u, float dX_46_v, float dY_46_u, float dY_46_v, float maxAniso) {
float t_0 = floorf(h) * dY_46_v;
float t_1 = dX_46_u * floorf(w);
float t_2 = powf(hypotf(t_1, (dX_46_v * floorf(h))), 2.0f);
float t_3 = powf(hypotf((floorf(w) * dY_46_u), t_0), 2.0f);
float tmp;
if (powf(t_1, 2.0f) >= t_3) {
tmp = dX_46_v * (floorf(h) / powf(fmaxf(t_2, fmaf(floorf(w), (floorf(w) * powf(dY_46_u, 2.0f)), powf(t_0, 2.0f))), 0.5f));
} else {
tmp = expm1f(log1pf((t_0 / sqrtf(fmaxf(t_2, t_3)))));
}
return tmp;
}
function code(w, h, dX_46_u, dX_46_v, dY_46_u, dY_46_v, maxAniso) t_0 = Float32(floor(h) * dY_46_v) t_1 = Float32(dX_46_u * floor(w)) t_2 = hypot(t_1, Float32(dX_46_v * floor(h))) ^ Float32(2.0) t_3 = hypot(Float32(floor(w) * dY_46_u), t_0) ^ Float32(2.0) tmp = Float32(0.0) if ((t_1 ^ Float32(2.0)) >= t_3) tmp = Float32(dX_46_v * Float32(floor(h) / (((t_2 != t_2) ? fma(floor(w), Float32(floor(w) * (dY_46_u ^ Float32(2.0))), (t_0 ^ Float32(2.0))) : ((fma(floor(w), Float32(floor(w) * (dY_46_u ^ Float32(2.0))), (t_0 ^ Float32(2.0))) != fma(floor(w), Float32(floor(w) * (dY_46_u ^ Float32(2.0))), (t_0 ^ Float32(2.0)))) ? t_2 : max(t_2, fma(floor(w), Float32(floor(w) * (dY_46_u ^ Float32(2.0))), (t_0 ^ Float32(2.0)))))) ^ Float32(0.5)))); else tmp = expm1(log1p(Float32(t_0 / sqrt(((t_2 != t_2) ? t_3 : ((t_3 != t_3) ? t_2 : max(t_2, t_3))))))); end return tmp end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_1 := dX.u \cdot \left\lfloorw\right\rfloor\\
t_2 := {\left(\mathsf{hypot}\left(t\_1, dX.v \cdot \left\lfloorh\right\rfloor\right)\right)}^{2}\\
t_3 := {\left(\mathsf{hypot}\left(\left\lfloorw\right\rfloor \cdot dY.u, t\_0\right)\right)}^{2}\\
\mathbf{if}\;{t\_1}^{2} \geq t\_3:\\
\;\;\;\;dX.v \cdot \frac{\left\lfloorh\right\rfloor}{{\left(\mathsf{max}\left(t\_2, \mathsf{fma}\left(\left\lfloorw\right\rfloor, \left\lfloorw\right\rfloor \cdot {dY.u}^{2}, {t\_0}^{2}\right)\right)\right)}^{0.5}}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{expm1}\left(\mathsf{log1p}\left(\frac{t\_0}{\sqrt{\mathsf{max}\left(t\_2, t\_3\right)}}\right)\right)\\
\end{array}
\end{array}
Initial program 73.0%
Simplified72.9%
Applied egg-rr59.2%
Simplified73.1%
Taylor expanded in dX.v around 0 73.1%
unpow273.1%
unpow273.1%
swap-sqr73.1%
unpow273.1%
unpow273.1%
swap-sqr73.1%
rem-square-sqrt73.1%
hypot-undefine73.1%
hypot-undefine73.1%
unpow273.1%
Simplified73.1%
Taylor expanded in dX.u around inf 63.3%
unpow263.3%
unpow263.3%
swap-sqr63.3%
unpow263.3%
Simplified63.3%
pow1/263.3%
Applied egg-rr63.3%
Final simplification63.3%
herbie shell --seed 2024059
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:name "Anisotropic x16 LOD (line direction, v)"
:precision binary32
:pre (and (and (and (and (and (and (and (<= 1.0 w) (<= w 16384.0)) (and (<= 1.0 h) (<= h 16384.0))) (and (<= 1e-20 (fabs dX.u)) (<= (fabs dX.u) 1e+20))) (and (<= 1e-20 (fabs dX.v)) (<= (fabs dX.v) 1e+20))) (and (<= 1e-20 (fabs dY.u)) (<= (fabs dY.u) 1e+20))) (and (<= 1e-20 (fabs dY.v)) (<= (fabs dY.v) 1e+20))) (== maxAniso 16.0))
(if (>= (+ (* (* (floor w) dX.u) (* (floor w) dX.u)) (* (* (floor h) dX.v) (* (floor h) dX.v))) (+ (* (* (floor w) dY.u) (* (floor w) dY.u)) (* (* (floor h) dY.v) (* (floor h) dY.v)))) (* (/ 1.0 (sqrt (fmax (+ (* (* (floor w) dX.u) (* (floor w) dX.u)) (* (* (floor h) dX.v) (* (floor h) dX.v))) (+ (* (* (floor w) dY.u) (* (floor w) dY.u)) (* (* (floor h) dY.v) (* (floor h) dY.v)))))) (* (floor h) dX.v)) (* (/ 1.0 (sqrt (fmax (+ (* (* (floor w) dX.u) (* (floor w) dX.u)) (* (* (floor h) dX.v) (* (floor h) dX.v))) (+ (* (* (floor w) dY.u) (* (floor w) dY.u)) (* (* (floor h) dY.v) (* (floor h) dY.v)))))) (* (floor h) dY.v))))