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Improved implementation of ptanh for SSE and AVX

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This commit is contained in:
Benoit Steiner 2016-02-18 13:24:34 -08:00
parent 832380c455
commit 8ce46f9d89
2 changed files with 36 additions and 39 deletions
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42
Eigen/src/Core/arch/AVX/MathFunctions.h
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@ -267,31 +267,34 @@ pexp<Packet8f>(const Packet8f& _x) {
// Hyperbolic Tangent function.
// Doesn't do anything fancy, just a 13/6-degree rational interpolant which
// is accurate up to a couple of ulp in the range [-8, 8], outside of which the
// is accurate up to a couple of ulp in the range [-9, 9], outside of which the
// fl(tanh(x)) = +/-1.
template <>
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS EIGEN_UNUSED Packet8f
ptanh<Packet8f>(const Packet8f& _x) {
// Map the range [-8, 8] to [-1, 1], we will clamp bad coefficients later.
const Packet8f x = _mm256_mul_ps(_x, _mm256_set1_ps(0.125f));
// Clamp the inputs to the range [-9, 9] since anything outside
// this range is +/-1.0f in single-precision.
_EIGEN_DECLARE_CONST_Packet8f(plus_9, 9.0f);
_EIGEN_DECLARE_CONST_Packet8f(minus_9, -9.0f);
const Packet8f x = pmax(p8f_minus_9, pmin(p8f_plus_9, _x));
// The monomial coefficients of the numerator polynomial (odd).
_EIGEN_DECLARE_CONST_Packet8f(alpha_1, -2.47030171958948e-03f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_3, -2.06804010015822e-02f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_5, -3.13693994587418e-02f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_7, -7.19851201683627e-03f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_9, 8.31561269687160e-04f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_11, -1.37626659546502e-04f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_13, 1.39116714700458e-05f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_1, 4.89352455891786e-03f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_3, 6.37261928875436e-04f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_5, 1.48572235717979e-05f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_7, 5.12229709037114e-08f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_9, -8.60467152213735e-11f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_11, 2.00018790482477e-13f);
_EIGEN_DECLARE_CONST_Packet8f(alpha_13, -2.76076847742355e-16f);
// The monomial coefficients of the denominator polynomial (even).
_EIGEN_DECLARE_CONST_Packet8f(beta_0, -3.08787724141615e-04f);
_EIGEN_DECLARE_CONST_Packet8f(beta_2, -9.17251911622436e-03f);
_EIGEN_DECLARE_CONST_Packet8f(beta_4, -3.09625062090444e-02f);
_EIGEN_DECLARE_CONST_Packet8f(beta_6, -2.05669680763032e-02f);
_EIGEN_DECLARE_CONST_Packet8f(beta_0, 4.89352518554385e-03f);
_EIGEN_DECLARE_CONST_Packet8f(beta_2, 2.26843463243900e-03f);
_EIGEN_DECLARE_CONST_Packet8f(beta_4, 1.18534705686654e-04f);
_EIGEN_DECLARE_CONST_Packet8f(beta_6, 1.19825839466702e-06f);
// Since the polynomials are odd/even, we need x^2.
const Packet8f x2 = _mm256_mul_ps(x, x);
const Packet8f x2 = pmul(x, x);
// Evaluate the numerator polynomial p.
Packet8f p = pmadd(x2, p8f_alpha_13, p8f_alpha_11);
@ -308,14 +311,7 @@ ptanh<Packet8f>(const Packet8f& _x) {
q = pmadd(x2, q, p8f_beta_0);
// Divide the numerator by the denominator.
const Packet8f res = pdiv(p, q);
// Mask-out values outside of [-8, 8].
_EIGEN_DECLARE_CONST_Packet8f(one, 1.0f);
_EIGEN_DECLARE_CONST_Packet8f(minus_one, -1.0f);
return _mm256_blendv_ps(
_mm256_blendv_ps(res, p8f_one, _mm256_cmp_ps(x, p8f_one, _CMP_GT_OQ)),
p8f_minus_one, _mm256_cmp_ps(x, p8f_minus_one, _CMP_LT_OQ));
return pdiv(p, q);
}
template <>

33
Eigen/src/Core/arch/SSE/MathFunctions.h
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@ -518,30 +518,31 @@ Packet2d prsqrt<Packet2d>(const Packet2d& x) {
// Hyperbolic Tangent function.
// Doesn't do anything fancy, just a 13/6-degree rational interpolant which
// is accurate up to a couple of ulp in the range [-8, 8], outside of which the
// is accurate up to a couple of ulp in the range [-9, 9], outside of which the
// fl(tanh(x)) = +/-1.
template <>
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS EIGEN_UNUSED Packet4f
ptanh<Packet4f>(const Packet4f& _x) {
// Map the range [-8, 8] to [-1, 1], we will clamp bad coefficients later.
const Packet4f x =
pmax(pset1<Packet4f>(-1.0f),
pmin(pset1<Packet4f>(1.0f), pmul(_x, pset1<Packet4f>(0.125f))));
// Clamp the inputs to the range [-9, 9] since anything outside
// this range is +/-1.0f in single-precision.
_EIGEN_DECLARE_CONST_Packet4f(plus_9, 9.0f);
_EIGEN_DECLARE_CONST_Packet4f(minus_9, -9.0f);
const Packet4f x = pmax(p4f_minus_9, pmin(p4f_plus_9, _x));
// The monomial coefficients of the numerator polynomial (odd).
_EIGEN_DECLARE_CONST_Packet4f(alpha_1, -2.47030171958948e-03f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_3, -2.06804010015822e-02f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_5, -3.13693994587418e-02f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_7, -7.19851201683627e-03f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_9, 8.31561269687160e-04f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_11, -1.37626659546502e-04f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_13, 1.39116714700458e-05f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_1, 4.89352455891786e-03f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_3, 6.37261928875436e-04f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_5, 1.48572235717979e-05f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_7, 5.12229709037114e-08f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_9, -8.60467152213735e-11f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_11, 2.00018790482477e-13f);
_EIGEN_DECLARE_CONST_Packet4f(alpha_13, -2.76076847742355e-16f);
// The monomial coefficients of the denominator polynomial (even).
_EIGEN_DECLARE_CONST_Packet4f(beta_0, -3.08787724141615e-04f);
_EIGEN_DECLARE_CONST_Packet4f(beta_2, -9.17251911622436e-03f);
_EIGEN_DECLARE_CONST_Packet4f(beta_4, -3.09625062090444e-02f);
_EIGEN_DECLARE_CONST_Packet4f(beta_6, -2.05669680763032e-02f);
_EIGEN_DECLARE_CONST_Packet4f(beta_0, 4.89352518554385e-03f);
_EIGEN_DECLARE_CONST_Packet4f(beta_2, 2.26843463243900e-03f);
_EIGEN_DECLARE_CONST_Packet4f(beta_4, 1.18534705686654e-04f);
_EIGEN_DECLARE_CONST_Packet4f(beta_6, 1.19825839466702e-06f);
// Since the polynomials are odd/even, we need x^2.
const Packet4f x2 = pmul(x, x);