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https://gitlab.com/libeigen/eigen.git
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add fixed power unary operation
This commit is contained in:
committed by
Rasmus Munk Larsen
parent
39fcc89798
commit
76a669fb45
@@ -1690,6 +1690,225 @@ struct pchebevl {
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}
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};
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namespace unary_pow {
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template <typename ScalarExponent, bool IsIntegerAtCompileTime = NumTraits<ScalarExponent>::IsInteger>
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struct is_odd {
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static EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE ScalarExponent run(const ScalarExponent& x) {
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ScalarExponent xdiv2 = x / ScalarExponent(2);
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ScalarExponent floorxdiv2 = numext::floor(xdiv2);
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return xdiv2 != floorxdiv2;
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}
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};
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template <typename ScalarExponent>
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struct is_odd<ScalarExponent, true> {
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static EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE ScalarExponent run(const ScalarExponent& x) {
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return x % ScalarExponent(2);
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}
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};
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template <typename Packet, typename ScalarExponent,
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bool BaseIsIntegerType = NumTraits<typename unpacket_traits<Packet>::type>::IsInteger>
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struct do_div {
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static EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet run(const Packet& x, const ScalarExponent& exponent) {
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typedef typename unpacket_traits<Packet>::type Scalar;
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const Packet cst_pos_one = pset1<Packet>(Scalar(1));
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return exponent < 0 ? pdiv(cst_pos_one, x) : x;
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}
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};
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template <typename Packet, typename ScalarExponent>
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struct do_div<Packet, ScalarExponent, true> {
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// pdiv not defined, nor necessary for integer base types
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static EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet run(const Packet& x, const ScalarExponent& exponent) {
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EIGEN_UNUSED_VARIABLE(exponent);
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return x;
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}
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};
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template <typename Packet, typename ScalarExponent>
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static EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet int_pow(const Packet& x, const ScalarExponent& exponent) {
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typedef typename unpacket_traits<Packet>::type Scalar;
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const Packet cst_pos_one = pset1<Packet>(Scalar(1));
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if (exponent == 0) return cst_pos_one;
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Packet result = x;
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Packet y = cst_pos_one;
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ScalarExponent m = numext::abs(exponent);
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while (m > 1) {
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bool odd = is_odd<ScalarExponent>::run(m);
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if (odd) y = pmul(y, result);
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result = pmul(result, result);
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m = numext::floor(m / ScalarExponent(2));
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}
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result = pmul(y, result);
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result = do_div<Packet, ScalarExponent>::run(result, exponent);
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return result;
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}
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template <typename Packet>
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static EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet gen_pow(const Packet& x,
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const typename unpacket_traits<Packet>::type& exponent) {
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const Packet exponent_packet = pset1<Packet>(exponent);
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return generic_pow_impl(x, exponent_packet);
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}
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template <typename Packet, typename ScalarExponent>
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static EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet handle_nonint_int_errors(const Packet& x, const Packet& powx,
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const ScalarExponent& exponent) {
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typedef typename unpacket_traits<Packet>::type Scalar;
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// non-integer base, integer exponent case
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const bool exponent_is_odd = is_odd<ScalarExponent>::run(exponent);
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const bool exponent_is_neg = exponent < 0;
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const Packet exp_is_odd = exponent_is_odd ? ptrue(x) : pzero(x);
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const Packet exp_is_neg = exponent_is_neg ? ptrue(x) : pzero(x);
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const Scalar pos_zero = Scalar(0);
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const Scalar neg_zero = -Scalar(0);
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const Scalar pos_one = Scalar(1);
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const Scalar pos_inf = NumTraits<Scalar>::infinity();
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const Scalar neg_inf = -NumTraits<Scalar>::infinity();
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const Packet cst_pos_zero = pset1<Packet>(pos_zero);
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const Packet cst_neg_zero = pset1<Packet>(neg_zero);
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const Packet cst_pos_one = pset1<Packet>(pos_one);
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const Packet cst_pos_inf = pset1<Packet>(pos_inf);
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const Packet cst_neg_inf = pset1<Packet>(neg_inf);
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const Packet abs_x = pabs(x);
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const Packet abs_x_is_zero = pcmp_eq(abs_x, cst_pos_zero);
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const Packet abs_x_is_one = pcmp_eq(abs_x, cst_pos_one);
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const Packet abs_x_is_inf = pcmp_eq(abs_x, cst_pos_inf);
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const Packet x_has_signbit = pcmp_eq(por(pand(x, cst_neg_inf), cst_pos_inf), cst_neg_inf);
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const Packet x_is_neg = pandnot(x_has_signbit, abs_x_is_zero);
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const Packet x_is_neg_zero = pand(x_has_signbit, abs_x_is_zero);
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if (exponent == 0) {
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return cst_pos_one;
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}
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Packet pow_is_pos_inf = pand(pandnot(abs_x_is_zero, x_is_neg_zero), pand(exp_is_odd, exp_is_neg));
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pow_is_pos_inf = por(pow_is_pos_inf, pand(abs_x_is_zero, pandnot(exp_is_neg, exp_is_odd)));
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pow_is_pos_inf = por(pow_is_pos_inf, pand(pand(abs_x_is_inf, x_is_neg), pandnot(pnot(exp_is_neg), exp_is_odd)));
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pow_is_pos_inf = por(pow_is_pos_inf, pandnot(pandnot(abs_x_is_inf, x_is_neg), exp_is_neg));
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Packet pow_is_neg_inf = pand(x_is_neg_zero, pand(exp_is_neg, exp_is_odd));
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pow_is_neg_inf = por(pow_is_neg_inf, pand(pand(abs_x_is_inf, x_is_neg), pandnot(exp_is_odd, exp_is_neg)));
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Packet pow_is_pos_zero = pandnot(abs_x_is_zero, exp_is_neg);
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pow_is_pos_zero = por(pow_is_pos_zero, pand(pand(abs_x_is_inf, x_is_neg), pandnot(exp_is_neg, exp_is_odd)));
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pow_is_pos_zero = por(pow_is_pos_zero, pand(pandnot(abs_x_is_inf, x_is_neg), exp_is_neg));
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Packet pow_is_neg_zero = pand(x_is_neg_zero, pandnot(exp_is_odd, exp_is_neg));
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pow_is_neg_zero = por(pow_is_neg_zero, pand(pand(abs_x_is_inf, x_is_neg), pand(exp_is_odd, exp_is_neg)));
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Packet result = pselect(pow_is_neg_inf, cst_neg_inf, powx);
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result = pselect(pow_is_neg_zero, cst_neg_zero, result);
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result = pselect(pow_is_pos_zero, cst_pos_zero, result);
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result = pselect(pow_is_pos_inf, cst_pos_inf, result);
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result = pselect(pandnot(abs_x_is_one, x_is_neg), cst_pos_one, result);
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return result;
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}
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template <typename Packet, typename ScalarExponent>
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static EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet handle_nonint_nonint_errors(const Packet& x, const Packet& powx,
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const ScalarExponent& exponent) {
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typedef typename unpacket_traits<Packet>::type Scalar;
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// non-integer base and exponent case
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const bool exponent_is_fin = (numext::isfinite)(exponent);
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const bool exponent_is_nan = (numext::isnan)(exponent);
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const bool exponent_is_neg = exponent < 0;
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const bool exponent_is_inf = !exponent_is_fin && !exponent_is_nan;
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const Packet exp_is_neg = exponent_is_neg ? ptrue(x) : pzero(x);
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const Packet exp_is_inf = exponent_is_inf ? ptrue(x) : pzero(x);
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const Scalar pos_zero = Scalar(0);
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const Scalar pos_one = Scalar(1);
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const Scalar pos_inf = NumTraits<Scalar>::infinity();
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const Scalar neg_inf = -NumTraits<Scalar>::infinity();
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const Scalar nan = NumTraits<Scalar>::quiet_NaN();
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const Packet cst_pos_zero = pset1<Packet>(pos_zero);
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const Packet cst_pos_one = pset1<Packet>(pos_one);
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const Packet cst_pos_inf = pset1<Packet>(pos_inf);
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const Packet cst_neg_inf = pset1<Packet>(neg_inf);
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const Packet cst_nan = pset1<Packet>(nan);
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const Packet abs_x = pabs(x);
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const Packet abs_x_is_zero = pcmp_eq(abs_x, cst_pos_zero);
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const Packet abs_x_is_lt_one = pcmp_lt(abs_x, cst_pos_one);
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const Packet abs_x_is_gt_one = pcmp_lt(cst_pos_one, abs_x);
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const Packet abs_x_is_one = pcmp_eq(abs_x, cst_pos_one);
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const Packet abs_x_is_inf = pcmp_eq(abs_x, cst_pos_inf);
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const Packet x_has_signbit = pcmp_eq(por(pand(x, cst_neg_inf), cst_pos_inf), cst_neg_inf);
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const Packet x_is_neg = pandnot(x_has_signbit, abs_x_is_zero);
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const Packet x_is_neg_zero = pand(x_has_signbit, abs_x_is_zero);
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if (exponent_is_nan) {
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return pselect(pandnot(abs_x_is_one, x_is_neg), cst_pos_one, cst_nan);
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}
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Packet pow_is_pos_zero = pandnot(abs_x_is_zero, exp_is_neg);
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pow_is_pos_zero = por(pow_is_pos_zero, pand(abs_x_is_gt_one, pand(exp_is_inf, exp_is_neg)));
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pow_is_pos_zero = por(pow_is_pos_zero, pand(abs_x_is_lt_one, pandnot(exp_is_inf, exp_is_neg)));
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pow_is_pos_zero = por(pow_is_pos_zero, pand(abs_x_is_inf, exp_is_neg));
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const Packet pow_is_pos_one = pand(abs_x_is_one, exp_is_inf);
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Packet pow_is_pos_inf = pand(abs_x_is_zero, exp_is_neg);
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pow_is_pos_inf = por(pow_is_pos_inf, pand(abs_x_is_lt_one, pand(exp_is_inf, exp_is_neg)));
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pow_is_pos_inf = por(pow_is_pos_inf, pand(abs_x_is_gt_one, pandnot(exp_is_inf, exp_is_neg)));
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pow_is_pos_inf = por(pow_is_pos_inf, pandnot(abs_x_is_inf, exp_is_neg));
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const Packet pow_is_nan = pandnot(pandnot(x_is_neg, abs_x_is_inf), exp_is_inf);
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Packet result = pselect(pow_is_pos_inf, cst_pos_inf, powx);
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result = pselect(pow_is_pos_one, cst_pos_one, result);
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result = pselect(pow_is_pos_zero, cst_pos_zero, result);
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result = pselect(pow_is_nan, cst_nan, result);
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result = pselect(pandnot(abs_x_is_one, x_is_neg), cst_pos_one, result);
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return result;
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}
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} // end namespace unary_pow
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template <typename Packet, typename ScalarExponent,
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bool BaseIsIntegerType = NumTraits<typename unpacket_traits<Packet>::type>::IsInteger,
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bool ExponentIsIntegerType = NumTraits<ScalarExponent>::IsInteger>
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struct unary_pow_impl;
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template <typename Packet, typename ScalarExponent>
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struct unary_pow_impl<Packet, ScalarExponent, false, false> {
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typedef typename unpacket_traits<Packet>::type Scalar;
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static EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet run(const Packet& x, const ScalarExponent& exponent) {
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const bool exponent_is_integer = (numext::isfinite)(exponent) && numext::round(exponent) == exponent;
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if (exponent_is_integer) {
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Packet result = unary_pow::int_pow(x, exponent);
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result = unary_pow::handle_nonint_int_errors(x, result, exponent);
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return result;
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} else {
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Packet result = unary_pow::gen_pow(x, exponent);
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result = unary_pow::handle_nonint_nonint_errors(x, result, exponent);
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return result;
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}
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}
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};
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template <typename Packet, typename ScalarExponent>
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struct unary_pow_impl<Packet, ScalarExponent, false, true> {
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typedef typename unpacket_traits<Packet>::type Scalar;
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static EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet run(const Packet& x, const ScalarExponent& exponent) {
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Packet result = unary_pow::int_pow(x, exponent);
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result = unary_pow::handle_nonint_int_errors(x, result, exponent);
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return result;
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}
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};
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} // end namespace internal
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} // end namespace Eigen
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