| Alternative 1 | |
|---|---|
| Error | 4.6 |
| Cost | 18440 |
(FPCore (x y z t a b c i j) :precision binary64 (+ (- (* x (- (* y z) (* t a))) (* b (- (* c z) (* t i)))) (* j (- (* c a) (* y i)))))
(FPCore (x y z t a b c i j)
:precision binary64
(let* ((t_1 (* c (* a j)))
(t_2 (- (* x (- (* y z) (* t a))) (* b (- (* z c) (* t i)))))
(t_3 (* c (* z b)))
(t_4 (- (* a c) (* y i)))
(t_5 (+ t_2 (* j t_4))))
(if (<= t_5 (- INFINITY))
(+ (- t_1 (* a (* x t))) (- (* i (* t b)) t_3))
(if (<= t_5 2e+302)
(+ t_2 (fma j t_4 (* (fma (- i) y (* y i)) (+ j j))))
(-
(+ (+ (* z (* x y)) (pow (cbrt t_1) 3.0)) (* i (- (* t b) (* y j))))
t_3)))))double code(double x, double y, double z, double t, double a, double b, double c, double i, double j) {
return ((x * ((y * z) - (t * a))) - (b * ((c * z) - (t * i)))) + (j * ((c * a) - (y * i)));
}
double code(double x, double y, double z, double t, double a, double b, double c, double i, double j) {
double t_1 = c * (a * j);
double t_2 = (x * ((y * z) - (t * a))) - (b * ((z * c) - (t * i)));
double t_3 = c * (z * b);
double t_4 = (a * c) - (y * i);
double t_5 = t_2 + (j * t_4);
double tmp;
if (t_5 <= -((double) INFINITY)) {
tmp = (t_1 - (a * (x * t))) + ((i * (t * b)) - t_3);
} else if (t_5 <= 2e+302) {
tmp = t_2 + fma(j, t_4, (fma(-i, y, (y * i)) * (j + j)));
} else {
tmp = (((z * (x * y)) + pow(cbrt(t_1), 3.0)) + (i * ((t * b) - (y * j)))) - t_3;
}
return tmp;
}
function code(x, y, z, t, a, b, c, i, j) return Float64(Float64(Float64(x * Float64(Float64(y * z) - Float64(t * a))) - Float64(b * Float64(Float64(c * z) - Float64(t * i)))) + Float64(j * Float64(Float64(c * a) - Float64(y * i)))) end
function code(x, y, z, t, a, b, c, i, j) t_1 = Float64(c * Float64(a * j)) t_2 = Float64(Float64(x * Float64(Float64(y * z) - Float64(t * a))) - Float64(b * Float64(Float64(z * c) - Float64(t * i)))) t_3 = Float64(c * Float64(z * b)) t_4 = Float64(Float64(a * c) - Float64(y * i)) t_5 = Float64(t_2 + Float64(j * t_4)) tmp = 0.0 if (t_5 <= Float64(-Inf)) tmp = Float64(Float64(t_1 - Float64(a * Float64(x * t))) + Float64(Float64(i * Float64(t * b)) - t_3)); elseif (t_5 <= 2e+302) tmp = Float64(t_2 + fma(j, t_4, Float64(fma(Float64(-i), y, Float64(y * i)) * Float64(j + j)))); else tmp = Float64(Float64(Float64(Float64(z * Float64(x * y)) + (cbrt(t_1) ^ 3.0)) + Float64(i * Float64(Float64(t * b) - Float64(y * j)))) - t_3); end return tmp end
code[x_, y_, z_, t_, a_, b_, c_, i_, j_] := N[(N[(N[(x * N[(N[(y * z), $MachinePrecision] - N[(t * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(b * N[(N[(c * z), $MachinePrecision] - N[(t * i), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(j * N[(N[(c * a), $MachinePrecision] - N[(y * i), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
code[x_, y_, z_, t_, a_, b_, c_, i_, j_] := Block[{t$95$1 = N[(c * N[(a * j), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(x * N[(N[(y * z), $MachinePrecision] - N[(t * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(b * N[(N[(z * c), $MachinePrecision] - N[(t * i), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(c * N[(z * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(N[(a * c), $MachinePrecision] - N[(y * i), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$5 = N[(t$95$2 + N[(j * t$95$4), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$5, (-Infinity)], N[(N[(t$95$1 - N[(a * N[(x * t), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(i * N[(t * b), $MachinePrecision]), $MachinePrecision] - t$95$3), $MachinePrecision]), $MachinePrecision], If[LessEqual[t$95$5, 2e+302], N[(t$95$2 + N[(j * t$95$4 + N[(N[((-i) * y + N[(y * i), $MachinePrecision]), $MachinePrecision] * N[(j + j), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(z * N[(x * y), $MachinePrecision]), $MachinePrecision] + N[Power[N[Power[t$95$1, 1/3], $MachinePrecision], 3.0], $MachinePrecision]), $MachinePrecision] + N[(i * N[(N[(t * b), $MachinePrecision] - N[(y * j), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - t$95$3), $MachinePrecision]]]]]]]]
\left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right) + j \cdot \left(c \cdot a - y \cdot i\right)
\begin{array}{l}
t_1 := c \cdot \left(a \cdot j\right)\\
t_2 := x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(z \cdot c - t \cdot i\right)\\
t_3 := c \cdot \left(z \cdot b\right)\\
t_4 := a \cdot c - y \cdot i\\
t_5 := t_2 + j \cdot t_4\\
\mathbf{if}\;t_5 \leq -\infty:\\
\;\;\;\;\left(t_1 - a \cdot \left(x \cdot t\right)\right) + \left(i \cdot \left(t \cdot b\right) - t_3\right)\\
\mathbf{elif}\;t_5 \leq 2 \cdot 10^{+302}:\\
\;\;\;\;t_2 + \mathsf{fma}\left(j, t_4, \mathsf{fma}\left(-i, y, y \cdot i\right) \cdot \left(j + j\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\left(\left(z \cdot \left(x \cdot y\right) + {\left(\sqrt[3]{t_1}\right)}^{3}\right) + i \cdot \left(t \cdot b - y \cdot j\right)\right) - t_3\\
\end{array}
| Original | 11.7 |
|---|---|
| Target | 19.5 |
| Herbie | 4.6 |
if (+.f64 (-.f64 (*.f64 x (-.f64 (*.f64 y z) (*.f64 t a))) (*.f64 b (-.f64 (*.f64 c z) (*.f64 t i)))) (*.f64 j (-.f64 (*.f64 c a) (*.f64 y i)))) < -inf.0Initial program 64.0
Simplified64.0
[Start]64.0 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right) + j \cdot \left(c \cdot a - y \cdot i\right)
\] |
|---|---|
+-commutative [=>]64.0 | \[ \color{blue}{j \cdot \left(c \cdot a - y \cdot i\right) + \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right)}
\] |
fma-def [=>]64.0 | \[ \color{blue}{\mathsf{fma}\left(j, c \cdot a - y \cdot i, x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right)}
\] |
*-commutative [=>]64.0 | \[ \mathsf{fma}\left(j, \color{blue}{a \cdot c} - y \cdot i, x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right)
\] |
*-commutative [=>]64.0 | \[ \mathsf{fma}\left(j, a \cdot c - y \cdot i, x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(\color{blue}{z \cdot c} - t \cdot i\right)\right)
\] |
Taylor expanded in y around 0 40.2
Taylor expanded in c around 0 26.1
if -inf.0 < (+.f64 (-.f64 (*.f64 x (-.f64 (*.f64 y z) (*.f64 t a))) (*.f64 b (-.f64 (*.f64 c z) (*.f64 t i)))) (*.f64 j (-.f64 (*.f64 c a) (*.f64 y i)))) < 2.0000000000000002e302Initial program 0.8
Simplified0.8
[Start]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right) + j \cdot \left(c \cdot a - y \cdot i\right)
\] |
|---|---|
sub-neg [=>]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right) + j \cdot \color{blue}{\left(c \cdot a + \left(-y \cdot i\right)\right)}
\] |
distribute-rgt-in [=>]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right) + \color{blue}{\left(\left(c \cdot a\right) \cdot j + \left(-y \cdot i\right) \cdot j\right)}
\] |
associate-+r+ [=>]0.8 | \[ \color{blue}{\left(\left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right) + \left(c \cdot a\right) \cdot j\right) + \left(-y \cdot i\right) \cdot j}
\] |
*-commutative [=>]0.8 | \[ \left(\left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right) + \left(c \cdot a\right) \cdot j\right) + \color{blue}{j \cdot \left(-y \cdot i\right)}
\] |
cancel-sign-sub [<=]0.8 | \[ \color{blue}{\left(\left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right) + \left(c \cdot a\right) \cdot j\right) - \left(-j\right) \cdot \left(-y \cdot i\right)}
\] |
associate-+r- [<=]0.8 | \[ \color{blue}{\left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right) + \left(\left(c \cdot a\right) \cdot j - \left(-j\right) \cdot \left(-y \cdot i\right)\right)}
\] |
*-commutative [=>]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(\color{blue}{z \cdot c} - t \cdot i\right)\right) + \left(\left(c \cdot a\right) \cdot j - \left(-j\right) \cdot \left(-y \cdot i\right)\right)
\] |
cancel-sign-sub [=>]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(z \cdot c - t \cdot i\right)\right) + \color{blue}{\left(\left(c \cdot a\right) \cdot j + j \cdot \left(-y \cdot i\right)\right)}
\] |
*-commutative [<=]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(z \cdot c - t \cdot i\right)\right) + \left(\left(c \cdot a\right) \cdot j + \color{blue}{\left(-y \cdot i\right) \cdot j}\right)
\] |
distribute-rgt-in [<=]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(z \cdot c - t \cdot i\right)\right) + \color{blue}{j \cdot \left(c \cdot a + \left(-y \cdot i\right)\right)}
\] |
Applied egg-rr0.8
Simplified0.8
[Start]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(z \cdot c - t \cdot i\right)\right) + \left(j \cdot \left(a \cdot c - y \cdot i\right) + \left(j \cdot \mathsf{fma}\left(-i, y, y \cdot i\right) + j \cdot \mathsf{fma}\left(-i, y, y \cdot i\right)\right)\right)
\] |
|---|---|
distribute-lft-out [=>]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(z \cdot c - t \cdot i\right)\right) + \left(j \cdot \left(a \cdot c - y \cdot i\right) + \color{blue}{j \cdot \left(\mathsf{fma}\left(-i, y, y \cdot i\right) + \mathsf{fma}\left(-i, y, y \cdot i\right)\right)}\right)
\] |
distribute-rgt-out [<=]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(z \cdot c - t \cdot i\right)\right) + \left(j \cdot \left(a \cdot c - y \cdot i\right) + \color{blue}{\left(\mathsf{fma}\left(-i, y, y \cdot i\right) \cdot j + \mathsf{fma}\left(-i, y, y \cdot i\right) \cdot j\right)}\right)
\] |
fma-def [=>]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(z \cdot c - t \cdot i\right)\right) + \color{blue}{\mathsf{fma}\left(j, a \cdot c - y \cdot i, \mathsf{fma}\left(-i, y, y \cdot i\right) \cdot j + \mathsf{fma}\left(-i, y, y \cdot i\right) \cdot j\right)}
\] |
distribute-lft-out [=>]0.8 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(z \cdot c - t \cdot i\right)\right) + \mathsf{fma}\left(j, a \cdot c - y \cdot i, \color{blue}{\mathsf{fma}\left(-i, y, y \cdot i\right) \cdot \left(j + j\right)}\right)
\] |
if 2.0000000000000002e302 < (+.f64 (-.f64 (*.f64 x (-.f64 (*.f64 y z) (*.f64 t a))) (*.f64 b (-.f64 (*.f64 c z) (*.f64 t i)))) (*.f64 j (-.f64 (*.f64 c a) (*.f64 y i)))) Initial program 59.9
Simplified59.9
[Start]59.9 | \[ \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right) + j \cdot \left(c \cdot a - y \cdot i\right)
\] |
|---|---|
+-commutative [=>]59.9 | \[ \color{blue}{j \cdot \left(c \cdot a - y \cdot i\right) + \left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right)}
\] |
fma-def [=>]59.9 | \[ \color{blue}{\mathsf{fma}\left(j, c \cdot a - y \cdot i, x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right)}
\] |
*-commutative [=>]59.9 | \[ \mathsf{fma}\left(j, \color{blue}{a \cdot c} - y \cdot i, x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - t \cdot i\right)\right)
\] |
*-commutative [=>]59.9 | \[ \mathsf{fma}\left(j, a \cdot c - y \cdot i, x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(\color{blue}{z \cdot c} - t \cdot i\right)\right)
\] |
Taylor expanded in i around -inf 26.3
Applied egg-rr26.4
Taylor expanded in y around inf 19.1
Simplified18.6
[Start]19.1 | \[ \left(-1 \cdot \left(i \cdot \left(y \cdot j - t \cdot b\right)\right) + \left(y \cdot \left(z \cdot x\right) + {\left(\sqrt[3]{c \cdot \left(a \cdot j\right)}\right)}^{3}\right)\right) - c \cdot \left(b \cdot z\right)
\] |
|---|---|
associate-*r* [=>]27.0 | \[ \left(-1 \cdot \left(i \cdot \left(y \cdot j - t \cdot b\right)\right) + \left(\color{blue}{\left(y \cdot z\right) \cdot x} + {\left(\sqrt[3]{c \cdot \left(a \cdot j\right)}\right)}^{3}\right)\right) - c \cdot \left(b \cdot z\right)
\] |
*-commutative [<=]27.0 | \[ \left(-1 \cdot \left(i \cdot \left(y \cdot j - t \cdot b\right)\right) + \left(\color{blue}{\left(z \cdot y\right)} \cdot x + {\left(\sqrt[3]{c \cdot \left(a \cdot j\right)}\right)}^{3}\right)\right) - c \cdot \left(b \cdot z\right)
\] |
associate-*l* [=>]18.6 | \[ \left(-1 \cdot \left(i \cdot \left(y \cdot j - t \cdot b\right)\right) + \left(\color{blue}{z \cdot \left(y \cdot x\right)} + {\left(\sqrt[3]{c \cdot \left(a \cdot j\right)}\right)}^{3}\right)\right) - c \cdot \left(b \cdot z\right)
\] |
Final simplification4.6
| Alternative 1 | |
|---|---|
| Error | 4.6 |
| Cost | 18440 |
| Alternative 2 | |
|---|---|
| Error | 6.9 |
| Cost | 12680 |
| Alternative 3 | |
|---|---|
| Error | 6.9 |
| Cost | 11976 |
| Alternative 4 | |
|---|---|
| Error | 6.9 |
| Cost | 5704 |
| Alternative 5 | |
|---|---|
| Error | 24.5 |
| Cost | 2932 |
| Alternative 6 | |
|---|---|
| Error | 38.7 |
| Cost | 2689 |
| Alternative 7 | |
|---|---|
| Error | 38.5 |
| Cost | 2424 |
| Alternative 8 | |
|---|---|
| Error | 37.4 |
| Cost | 2412 |
| Alternative 9 | |
|---|---|
| Error | 24.0 |
| Cost | 2404 |
| Alternative 10 | |
|---|---|
| Error | 25.5 |
| Cost | 2396 |
| Alternative 11 | |
|---|---|
| Error | 38.0 |
| Cost | 2160 |
| Alternative 12 | |
|---|---|
| Error | 38.9 |
| Cost | 2160 |
| Alternative 13 | |
|---|---|
| Error | 38.9 |
| Cost | 2160 |
| Alternative 14 | |
|---|---|
| Error | 37.6 |
| Cost | 2028 |
| Alternative 15 | |
|---|---|
| Error | 24.7 |
| Cost | 2008 |
| Alternative 16 | |
|---|---|
| Error | 11.9 |
| Cost | 1988 |
| Alternative 17 | |
|---|---|
| Error | 50.7 |
| Cost | 1904 |
| Alternative 18 | |
|---|---|
| Error | 44.5 |
| Cost | 1896 |
| Alternative 19 | |
|---|---|
| Error | 38.4 |
| Cost | 1896 |
| Alternative 20 | |
|---|---|
| Error | 36.9 |
| Cost | 1896 |
| Alternative 21 | |
|---|---|
| Error | 27.8 |
| Cost | 1877 |
| Alternative 22 | |
|---|---|
| Error | 42.2 |
| Cost | 1632 |
| Alternative 23 | |
|---|---|
| Error | 38.4 |
| Cost | 1632 |
| Alternative 24 | |
|---|---|
| Error | 49.7 |
| Cost | 1572 |
| Alternative 25 | |
|---|---|
| Error | 49.9 |
| Cost | 1572 |
| Alternative 26 | |
|---|---|
| Error | 50.1 |
| Cost | 1308 |
| Alternative 27 | |
|---|---|
| Error | 49.7 |
| Cost | 1112 |
| Alternative 28 | |
|---|---|
| Error | 49.2 |
| Cost | 980 |
| Alternative 29 | |
|---|---|
| Error | 51.5 |
| Cost | 849 |
| Alternative 30 | |
|---|---|
| Error | 50.9 |
| Cost | 848 |
| Alternative 31 | |
|---|---|
| Error | 53.2 |
| Cost | 320 |
| Alternative 32 | |
|---|---|
| Error | 53.5 |
| Cost | 320 |
herbie shell --seed 2023016
(FPCore (x y z t a b c i j)
:name "Data.Colour.Matrix:determinant from colour-2.3.3, A"
:precision binary64
:herbie-target
(if (< x -1.469694296777705e-64) (+ (- (* x (- (* y z) (* t a))) (/ (* b (- (pow (* c z) 2.0) (pow (* t i) 2.0))) (+ (* c z) (* t i)))) (* j (- (* c a) (* y i)))) (if (< x 3.2113527362226803e-147) (- (* (- (* b i) (* x a)) t) (- (* z (* c b)) (* j (- (* c a) (* y i))))) (+ (- (* x (- (* y z) (* t a))) (/ (* b (- (pow (* c z) 2.0) (pow (* t i) 2.0))) (+ (* c z) (* t i)))) (* j (- (* c a) (* y i))))))
(+ (- (* x (- (* y z) (* t a))) (* b (- (* c z) (* t i)))) (* j (- (* c a) (* y i)))))