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Function I0eImpl64

tensorflow/compiler/xla/client/lib/math.cc:1439–1482  ·  view source on GitHub ↗

Source from the content-addressed store, hash-verified

1437}
1438
1439static XlaOp I0eImpl64(XlaOp x) {
1440 static const std::array<double, 30> kI0eCoeffsA{
1441 -4.41534164647933937950E-18, 3.33079451882223809783E-17,
1442 -2.43127984654795469359E-16, 1.71539128555513303061E-15,
1443 -1.16853328779934516808E-14, 7.67618549860493561688E-14,
1444 -4.85644678311192946090E-13, 2.95505266312963983461E-12,
1445 -1.72682629144155570723E-11, 9.67580903537323691224E-11,
1446 -5.18979560163526290666E-10, 2.65982372468238665035E-9,
1447 -1.30002500998624804212E-8, 6.04699502254191894932E-8,
1448 -2.67079385394061173391E-7, 1.11738753912010371815E-6,
1449 -4.41673835845875056359E-6, 1.64484480707288970893E-5,
1450 -5.75419501008210370398E-5, 1.88502885095841655729E-4,
1451 -5.76375574538582365885E-4, 1.63947561694133579842E-3,
1452 -4.32430999505057594430E-3, 1.05464603945949983183E-2,
1453 -2.37374148058994688156E-2, 4.93052842396707084878E-2,
1454 -9.49010970480476444210E-2, 1.71620901522208775349E-1,
1455 -3.04682672343198398683E-1, 6.76795274409476084995E-1};
1456
1457 static const std::array<double, 25> kI0eCoeffsB{
1458 -7.23318048787475395456E-18, -4.83050448594418207126E-18,
1459 4.46562142029675999901E-17, 3.46122286769746109310E-17,
1460 -2.82762398051658348494E-16, -3.42548561967721913462E-16,
1461 1.77256013305652638360E-15, 3.81168066935262242075E-15,
1462 -9.55484669882830764870E-15, -4.15056934728722208663E-14,
1463 1.54008621752140982691E-14, 3.85277838274214270114E-13,
1464 7.18012445138366623367E-13, -1.79417853150680611778E-12,
1465 -1.32158118404477131188E-11, -3.14991652796324136454E-11,
1466 1.18891471078464383424E-11, 4.94060238822496958910E-10,
1467 3.39623202570838634515E-9, 2.26666899049817806459E-8,
1468 2.04891858946906374183E-7, 2.89137052083475648297E-6,
1469 6.88975834691682398426E-5, 3.36911647825569408990E-3,
1470 8.04490411014108831608E-1};
1471
1472 x = Abs(x);
1473 auto half = xla::ScalarLike(x, 0.5);
1474 auto two = xla::ScalarLike(x, 2.0);
1475 auto thirty_two = xla::ScalarLike(x, 32.0);
1476 auto result_le_8 =
1477 EvaluateChebyshevPolynomial<double>(half * x - two, kI0eCoeffsA);
1478 auto result_gt_8 =
1479 EvaluateChebyshevPolynomial<double>(thirty_two / x - two, kI0eCoeffsB) /
1480 Sqrt(x);
1481 return Select(Le(x, xla::ScalarLike(x, 8.0)), result_le_8, result_gt_8);
1482}
1483
1484XlaOp BesselI0e(XlaOp x) {
1485 auto& b = *x.builder();

Callers 1

BesselI0eFunction · 0.85

Calls 5

ScalarLikeFunction · 0.85
AbsFunction · 0.50
SqrtFunction · 0.50
SelectFunction · 0.50
LeFunction · 0.50

Tested by

no test coverage detected