\left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - i \cdot a\right)\right) + j \cdot \left(c \cdot t - i \cdot y\right)
\begin{array}{l}
\mathbf{if}\;b \le -4.342962072183161763686249274375685878126 \cdot 10^{90}:\\
\;\;\;\;\left(x \cdot \left(y \cdot z - t \cdot a\right) - b \cdot \left(c \cdot z - i \cdot a\right)\right) + \left(t \cdot \left(j \cdot c\right) + \left(-i \cdot \left(j \cdot y\right)\right)\right)\\
\mathbf{elif}\;b \le 1.234552070064316728666303086170435366235 \cdot 10^{-278}:\\
\;\;\;\;\left(\left(y \cdot \left(z \cdot x\right) + \left(-a \cdot \left(x \cdot t\right)\right)\right) - \left(z \cdot \left(b \cdot c\right) + \left(-a \cdot \left(i \cdot b\right)\right)\right)\right) + j \cdot \left(c \cdot t - i \cdot y\right)\\
\mathbf{elif}\;b \le 2.847169551403341668887341056609846141356 \cdot 10^{-224}:\\
\;\;\;\;\left(\left(\left(y \cdot z\right) \cdot x + \left(-t \cdot \left(x \cdot a\right)\right)\right) - \left(z \cdot \left(b \cdot c\right) + b \cdot \left(-i \cdot a\right)\right)\right) + j \cdot \left(c \cdot t - i \cdot y\right)\\
\mathbf{elif}\;b \le 5.528046101523884974127325839682326929048 \cdot 10^{-20}:\\
\;\;\;\;\left(\left(y \cdot \left(z \cdot x\right) + \left(-a \cdot \left(x \cdot t\right)\right)\right) - \left(z \cdot \left(b \cdot c\right) + \left(-a \cdot \left(i \cdot b\right)\right)\right)\right) + j \cdot \left(c \cdot t - i \cdot y\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(x, y \cdot z - t \cdot a, \mathsf{fma}\left(b, i \cdot a - c \cdot z, j \cdot \left(c \cdot t - i \cdot y\right)\right)\right)\\
\end{array}double f(double x, double y, double z, double t, double a, double b, double c, double i, double j) {
double r370092 = x;
double r370093 = y;
double r370094 = z;
double r370095 = r370093 * r370094;
double r370096 = t;
double r370097 = a;
double r370098 = r370096 * r370097;
double r370099 = r370095 - r370098;
double r370100 = r370092 * r370099;
double r370101 = b;
double r370102 = c;
double r370103 = r370102 * r370094;
double r370104 = i;
double r370105 = r370104 * r370097;
double r370106 = r370103 - r370105;
double r370107 = r370101 * r370106;
double r370108 = r370100 - r370107;
double r370109 = j;
double r370110 = r370102 * r370096;
double r370111 = r370104 * r370093;
double r370112 = r370110 - r370111;
double r370113 = r370109 * r370112;
double r370114 = r370108 + r370113;
return r370114;
}
double f(double x, double y, double z, double t, double a, double b, double c, double i, double j) {
double r370115 = b;
double r370116 = -4.342962072183162e+90;
bool r370117 = r370115 <= r370116;
double r370118 = x;
double r370119 = y;
double r370120 = z;
double r370121 = r370119 * r370120;
double r370122 = t;
double r370123 = a;
double r370124 = r370122 * r370123;
double r370125 = r370121 - r370124;
double r370126 = r370118 * r370125;
double r370127 = c;
double r370128 = r370127 * r370120;
double r370129 = i;
double r370130 = r370129 * r370123;
double r370131 = r370128 - r370130;
double r370132 = r370115 * r370131;
double r370133 = r370126 - r370132;
double r370134 = j;
double r370135 = r370134 * r370127;
double r370136 = r370122 * r370135;
double r370137 = r370134 * r370119;
double r370138 = r370129 * r370137;
double r370139 = -r370138;
double r370140 = r370136 + r370139;
double r370141 = r370133 + r370140;
double r370142 = 1.2345520700643167e-278;
bool r370143 = r370115 <= r370142;
double r370144 = r370120 * r370118;
double r370145 = r370119 * r370144;
double r370146 = r370118 * r370122;
double r370147 = r370123 * r370146;
double r370148 = -r370147;
double r370149 = r370145 + r370148;
double r370150 = r370115 * r370127;
double r370151 = r370120 * r370150;
double r370152 = r370129 * r370115;
double r370153 = r370123 * r370152;
double r370154 = -r370153;
double r370155 = r370151 + r370154;
double r370156 = r370149 - r370155;
double r370157 = r370127 * r370122;
double r370158 = r370129 * r370119;
double r370159 = r370157 - r370158;
double r370160 = r370134 * r370159;
double r370161 = r370156 + r370160;
double r370162 = 2.8471695514033417e-224;
bool r370163 = r370115 <= r370162;
double r370164 = r370121 * r370118;
double r370165 = r370118 * r370123;
double r370166 = r370122 * r370165;
double r370167 = -r370166;
double r370168 = r370164 + r370167;
double r370169 = -r370130;
double r370170 = r370115 * r370169;
double r370171 = r370151 + r370170;
double r370172 = r370168 - r370171;
double r370173 = r370172 + r370160;
double r370174 = 5.528046101523885e-20;
bool r370175 = r370115 <= r370174;
double r370176 = r370130 - r370128;
double r370177 = fma(r370115, r370176, r370160);
double r370178 = fma(r370118, r370125, r370177);
double r370179 = r370175 ? r370161 : r370178;
double r370180 = r370163 ? r370173 : r370179;
double r370181 = r370143 ? r370161 : r370180;
double r370182 = r370117 ? r370141 : r370181;
return r370182;
}




Bits error versus x




Bits error versus y




Bits error versus z




Bits error versus t




Bits error versus a




Bits error versus b




Bits error versus c




Bits error versus i




Bits error versus j
| Original | 12.5 |
|---|---|
| Target | 16.3 |
| Herbie | 9.7 |
if b < -4.342962072183162e+90Initial program 7.0
rmApplied sub-neg7.0
Applied distribute-lft-in7.0
Simplified7.0
Simplified7.4
if -4.342962072183162e+90 < b < 1.2345520700643167e-278 or 2.8471695514033417e-224 < b < 5.528046101523885e-20Initial program 14.6
rmApplied sub-neg14.6
Applied distribute-lft-in14.6
Simplified14.6
Simplified14.5
rmApplied sub-neg14.5
Applied distribute-lft-in14.5
Simplified12.5
rmApplied associate-*l*12.6
rmApplied distribute-rgt-neg-out12.6
Simplified10.2
if 1.2345520700643167e-278 < b < 2.8471695514033417e-224Initial program 18.9
rmApplied sub-neg18.9
Applied distribute-lft-in19.0
Simplified19.0
Simplified19.7
rmApplied sub-neg19.7
Applied distribute-lft-in19.7
Simplified15.9
Taylor expanded around inf 15.8
if 5.528046101523885e-20 < b Initial program 7.9
Simplified7.9
Final simplification9.7
herbie shell --seed 2019303 +o rules:numerics
(FPCore (x y z t a b c i j)
:name "Linear.Matrix:det33 from linear-1.19.1.3"
:precision binary64
:herbie-target
(if (< t -8.1209789191959122e-33) (- (* x (- (* z y) (* a t))) (- (* b (- (* z c) (* a i))) (* (- (* c t) (* y i)) j))) (if (< t -4.7125538182184851e-169) (+ (- (* x (- (* y z) (* t a))) (* b (- (* c z) (* i a)))) (/ (* j (- (pow (* c t) 2) (pow (* i y) 2))) (+ (* c t) (* i y)))) (if (< t -7.63353334603158369e-308) (- (* x (- (* z y) (* a t))) (- (* b (- (* z c) (* a i))) (* (- (* c t) (* y i)) j))) (if (< t 1.0535888557455487e-139) (+ (- (* x (- (* y z) (* t a))) (* b (- (* c z) (* i a)))) (/ (* j (- (pow (* c t) 2) (pow (* i y) 2))) (+ (* c t) (* i y)))) (- (* x (- (* z y) (* a t))) (- (* b (- (* z c) (* a i))) (* (- (* c t) (* y i)) j)))))))
(+ (- (* x (- (* y z) (* t a))) (* b (- (* c z) (* i a)))) (* j (- (* c t) (* i y)))))