
(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 3 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 (* dX.v (floor h)))
(t_1 (* (floor w) dY.u))
(t_2 (* (floor h) dY.v))
(t_3 (* dX.u (floor w))))
(if (>= (+ (pow t_3 2.0) (pow t_0 2.0)) (fma t_1 t_1 (pow t_2 2.0)))
(/
t_0
(sqrt
(fmax
(fma t_3 t_3 (* t_0 t_0))
(fma t_1 t_1 (* (floor h) (* dY.v t_2))))))
(/
(- (floor h))
(-
(/
(sqrt (fmax (pow (hypot t_3 t_0) 2.0) (pow (hypot t_1 t_2) 2.0)))
dY.v))))))
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 = dX_46_u * floorf(w);
float tmp;
if ((powf(t_3, 2.0f) + powf(t_0, 2.0f)) >= fmaf(t_1, t_1, powf(t_2, 2.0f))) {
tmp = t_0 / sqrtf(fmaxf(fmaf(t_3, t_3, (t_0 * t_0)), fmaf(t_1, t_1, (floorf(h) * (dY_46_v * t_2)))));
} else {
tmp = -floorf(h) / -(sqrtf(fmaxf(powf(hypotf(t_3, t_0), 2.0f), powf(hypotf(t_1, t_2), 2.0f))) / dY_46_v);
}
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(dX_46_u * floor(w)) tmp = Float32(0.0) if (Float32((t_3 ^ Float32(2.0)) + (t_0 ^ Float32(2.0))) >= fma(t_1, t_1, (t_2 ^ Float32(2.0)))) tmp = Float32(t_0 / sqrt(((fma(t_3, t_3, Float32(t_0 * t_0)) != fma(t_3, t_3, Float32(t_0 * t_0))) ? fma(t_1, t_1, Float32(floor(h) * Float32(dY_46_v * t_2))) : ((fma(t_1, t_1, Float32(floor(h) * Float32(dY_46_v * t_2))) != fma(t_1, t_1, Float32(floor(h) * Float32(dY_46_v * t_2)))) ? fma(t_3, t_3, Float32(t_0 * t_0)) : max(fma(t_3, t_3, Float32(t_0 * t_0)), fma(t_1, t_1, Float32(floor(h) * Float32(dY_46_v * t_2)))))))); else tmp = Float32(Float32(-floor(h)) / Float32(-Float32(sqrt((((hypot(t_3, t_0) ^ Float32(2.0)) != (hypot(t_3, t_0) ^ Float32(2.0))) ? (hypot(t_1, t_2) ^ Float32(2.0)) : (((hypot(t_1, t_2) ^ Float32(2.0)) != (hypot(t_1, t_2) ^ Float32(2.0))) ? (hypot(t_3, t_0) ^ Float32(2.0)) : max((hypot(t_3, t_0) ^ Float32(2.0)), (hypot(t_1, t_2) ^ Float32(2.0)))))) / dY_46_v))); end return 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 := dX.u \cdot \left\lfloorw\right\rfloor\\
\mathbf{if}\;{t_3}^{2} + {t_0}^{2} \geq \mathsf{fma}\left(t_1, t_1, {t_2}^{2}\right):\\
\;\;\;\;\frac{t_0}{\sqrt{\mathsf{max}\left(\mathsf{fma}\left(t_3, t_3, t_0 \cdot t_0\right), \mathsf{fma}\left(t_1, t_1, \left\lfloorh\right\rfloor \cdot \left(dY.v \cdot t_2\right)\right)\right)}}\\
\mathbf{else}:\\
\;\;\;\;\frac{-\left\lfloorh\right\rfloor}{-\frac{\sqrt{\mathsf{max}\left({\left(\mathsf{hypot}\left(t_3, t_0\right)\right)}^{2}, {\left(\mathsf{hypot}\left(t_1, t_2\right)\right)}^{2}\right)}}{dY.v}}\\
\end{array}
\end{array}
Initial program 75.3%
Simplified75.4%
pow275.4%
Applied egg-rr75.4%
Applied egg-rr75.6%
Taylor expanded in w around 0 75.6%
fma-udef75.6%
unpow275.6%
+-commutative75.6%
*-commutative75.6%
*-commutative75.6%
*-commutative75.6%
unpow275.6%
unpow275.6%
swap-sqr75.6%
unpow275.6%
Simplified75.6%
Final simplification75.6%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* dX.u (floor w)))
(t_1 (* (floor w) dY.u))
(t_2 (* dX.v (floor h)))
(t_3 (* t_2 t_2))
(t_4 (+ t_3 (* t_0 t_0)))
(t_5 (* (floor h) dY.v))
(t_6 (+ (* t_1 t_1) (* t_5 t_5))))
(if (>= t_4 t_6)
(*
t_2
(/ 1.0 (sqrt (fmax (+ t_3 (* (pow dX.u 2.0) (pow (floor w) 2.0))) t_6))))
(* t_5 (/ 1.0 (sqrt (fmax t_4 t_6)))))))
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(w) * dY_46_u;
float t_2 = dX_46_v * floorf(h);
float t_3 = t_2 * t_2;
float t_4 = t_3 + (t_0 * t_0);
float t_5 = floorf(h) * dY_46_v;
float t_6 = (t_1 * t_1) + (t_5 * t_5);
float tmp;
if (t_4 >= t_6) {
tmp = t_2 * (1.0f / sqrtf(fmaxf((t_3 + (powf(dX_46_u, 2.0f) * powf(floorf(w), 2.0f))), t_6)));
} else {
tmp = t_5 * (1.0f / sqrtf(fmaxf(t_4, t_6)));
}
return tmp;
}
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(w) * dY_46_u) t_2 = Float32(dX_46_v * floor(h)) t_3 = Float32(t_2 * t_2) t_4 = Float32(t_3 + Float32(t_0 * t_0)) t_5 = Float32(floor(h) * dY_46_v) t_6 = Float32(Float32(t_1 * t_1) + Float32(t_5 * t_5)) tmp = Float32(0.0) if (t_4 >= t_6) tmp = Float32(t_2 * Float32(Float32(1.0) / sqrt(((Float32(t_3 + Float32((dX_46_u ^ Float32(2.0)) * (floor(w) ^ Float32(2.0)))) != Float32(t_3 + Float32((dX_46_u ^ Float32(2.0)) * (floor(w) ^ Float32(2.0))))) ? t_6 : ((t_6 != t_6) ? Float32(t_3 + Float32((dX_46_u ^ Float32(2.0)) * (floor(w) ^ Float32(2.0)))) : max(Float32(t_3 + Float32((dX_46_u ^ Float32(2.0)) * (floor(w) ^ Float32(2.0)))), t_6)))))); else tmp = Float32(t_5 * Float32(Float32(1.0) / sqrt(((t_4 != t_4) ? t_6 : ((t_6 != t_6) ? t_4 : max(t_4, t_6)))))); 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_u * floor(w); t_1 = floor(w) * dY_46_u; t_2 = dX_46_v * floor(h); t_3 = t_2 * t_2; t_4 = t_3 + (t_0 * t_0); t_5 = floor(h) * dY_46_v; t_6 = (t_1 * t_1) + (t_5 * t_5); tmp = single(0.0); if (t_4 >= t_6) tmp = t_2 * (single(1.0) / sqrt(max((t_3 + ((dX_46_u ^ single(2.0)) * (floor(w) ^ single(2.0)))), t_6))); else tmp = t_5 * (single(1.0) / sqrt(max(t_4, t_6))); end tmp_2 = tmp; end
\begin{array}{l}
\\
\begin{array}{l}
t_0 := dX.u \cdot \left\lfloorw\right\rfloor\\
t_1 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_2 := dX.v \cdot \left\lfloorh\right\rfloor\\
t_3 := t_2 \cdot t_2\\
t_4 := t_3 + t_0 \cdot t_0\\
t_5 := \left\lfloorh\right\rfloor \cdot dY.v\\
t_6 := t_1 \cdot t_1 + t_5 \cdot t_5\\
\mathbf{if}\;t_4 \geq t_6:\\
\;\;\;\;t_2 \cdot \frac{1}{\sqrt{\mathsf{max}\left(t_3 + {dX.u}^{2} \cdot {\left(\left\lfloorw\right\rfloor\right)}^{2}, t_6\right)}}\\
\mathbf{else}:\\
\;\;\;\;t_5 \cdot \frac{1}{\sqrt{\mathsf{max}\left(t_4, t_6\right)}}\\
\end{array}
\end{array}
Initial program 75.3%
Taylor expanded in w around 0 75.3%
Final simplification75.3%
(FPCore (w h dX.u dX.v dY.u dY.v maxAniso)
:precision binary32
(let* ((t_0 (* dX.v (floor h)))
(t_1 (* (floor h) dY.v))
(t_2 (* (floor w) dY.u))
(t_3 (* 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 (* t_1 t_1)))))))
(if (>= (+ (pow t_4 2.0) (pow t_0 2.0)) (+ (pow t_1 2.0) t_3))
(* t_0 t_5)
(* t_1 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(h) * dY_46_v;
float t_2 = floorf(w) * dY_46_u;
float t_3 = 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 + (t_1 * t_1))));
float tmp;
if ((powf(t_4, 2.0f) + powf(t_0, 2.0f)) >= (powf(t_1, 2.0f) + t_3)) {
tmp = t_0 * t_5;
} else {
tmp = t_1 * 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(h) * dY_46_v) t_2 = Float32(floor(w) * dY_46_u) t_3 = 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))) ? Float32(t_3 + Float32(t_1 * t_1)) : ((Float32(t_3 + Float32(t_1 * t_1)) != Float32(t_3 + Float32(t_1 * t_1))) ? Float32(Float32(t_0 * t_0) + Float32(t_4 * t_4)) : max(Float32(Float32(t_0 * t_0) + Float32(t_4 * t_4)), Float32(t_3 + Float32(t_1 * t_1))))))) tmp = Float32(0.0) if (Float32((t_4 ^ Float32(2.0)) + (t_0 ^ Float32(2.0))) >= Float32((t_1 ^ Float32(2.0)) + t_3)) tmp = Float32(t_0 * t_5); else tmp = Float32(t_1 * 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(h) * dY_46_v; t_2 = floor(w) * dY_46_u; t_3 = 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 + (t_1 * t_1)))); tmp = single(0.0); if (((t_4 ^ single(2.0)) + (t_0 ^ single(2.0))) >= ((t_1 ^ single(2.0)) + t_3)) tmp = t_0 * t_5; else tmp = t_1 * 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\lfloorh\right\rfloor \cdot dY.v\\
t_2 := \left\lfloorw\right\rfloor \cdot dY.u\\
t_3 := 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 + t_1 \cdot t_1\right)}}\\
\mathbf{if}\;{t_4}^{2} + {t_0}^{2} \geq {t_1}^{2} + t_3:\\
\;\;\;\;t_0 \cdot t_5\\
\mathbf{else}:\\
\;\;\;\;t_1 \cdot t_5\\
\end{array}
\end{array}
Initial program 75.3%
pow275.3%
Applied egg-rr75.3%
pow275.4%
Applied egg-rr75.3%
Taylor expanded in h around 0 75.3%
*-commutative75.3%
unpow275.3%
unpow275.3%
swap-sqr75.3%
unpow275.3%
Simplified75.3%
Final simplification75.3%
herbie shell --seed 2023322
(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))))