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Function ErfInv64

tensorflow/compiler/xla/client/lib/math.cc:374–452  ·  view source on GitHub ↗

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372}
373
374XlaOp ErfInv64(XlaOp x) {
375 constexpr std::array<double, 23> w_less_than_6_25_constants = {
376 -3.6444120640178196996e-21, -1.685059138182016589e-19,
377 1.2858480715256400167e-18, 1.115787767802518096e-17,
378 -1.333171662854620906e-16, 2.0972767875968561637e-17,
379 6.6376381343583238325e-15, -4.0545662729752068639e-14,
380 -8.1519341976054721522e-14, 2.6335093153082322977e-12,
381 -1.2975133253453532498e-11, -5.4154120542946279317e-11,
382 1.051212273321532285e-09, -4.1126339803469836976e-09,
383 -2.9070369957882005086e-08, 4.2347877827932403518e-07,
384 -1.3654692000834678645e-06, -1.3882523362786468719e-05,
385 0.0001867342080340571352, -0.00074070253416626697512,
386 -0.0060336708714301490533, 0.24015818242558961693,
387 1.6536545626831027356};
388 constexpr std::array<double, 19> w_less_than_16_constants = {
389 2.2137376921775787049e-09, 9.0756561938885390979e-08,
390 -2.7517406297064545428e-07, 1.8239629214389227755e-08,
391 1.5027403968909827627e-06, -4.013867526981545969e-06,
392 2.9234449089955446044e-06, 1.2475304481671778723e-05,
393 -4.7318229009055733981e-05, 6.8284851459573175448e-05,
394 2.4031110387097893999e-05, -0.0003550375203628474796,
395 0.00095328937973738049703, -0.0016882755560235047313,
396 0.0024914420961078508066, -0.0037512085075692412107,
397 0.005370914553590063617, 1.0052589676941592334,
398 3.0838856104922207635,
399 };
400 constexpr std::array<double, 17> w_greater_than_16_constants = {
401 -2.7109920616438573243e-11, -2.5556418169965252055e-10,
402 1.5076572693500548083e-09, -3.7894654401267369937e-09,
403 7.6157012080783393804e-09, -1.4960026627149240478e-08,
404 2.9147953450901080826e-08, -6.7711997758452339498e-08,
405 2.2900482228026654717e-07, -9.9298272942317002539e-07,
406 4.5260625972231537039e-06, -1.9681778105531670567e-05,
407 7.5995277030017761139e-05, -0.00021503011930044477347,
408 -0.00013871931833623122026, 1.0103004648645343977,
409 4.8499064014085844221,
410 };
411 // Compute logarithm of (1+arg) using log1p(arg) which is more precise than
412 // log(1+arg) when arg is close to zero. For more details, see
413 // https://en.cppreference.com/w/cpp/numeric/math/log1p
414 auto w = -Log1p(-x * x);
415
416 auto lt_6_25 = Lt(w, ScalarLike(x, 6.25));
417 auto lt_16 = Lt(w, ScalarLike(x, 16));
418 auto coefficient = [&](int i) {
419 auto c = FullLike(x, w_less_than_6_25_constants[i]);
420 if (i < 19) {
421 c = Select(lt_6_25, c, FullLike(x, w_less_than_16_constants[i]));
422 }
423 if (i < 17) {
424 c = Select(lt_16, c, FullLike(x, w_greater_than_16_constants[i]));
425 }
426 return c;
427 };
428 auto sqrt_w = Sqrt(w);
429 w = Select(lt_6_25, w - ScalarLike(x, 3.125),
430 sqrt_w - Select(lt_16, ScalarLike(x, 3.25), ScalarLike(x, 5.0)));
431 auto p = coefficient(0);

Callers 1

ErfInvFunction · 0.85

Calls 12

ScalarLikeFunction · 0.85
FullLikeFunction · 0.85
MaxValueFunction · 0.85
ReportErrorOrReturnMethod · 0.80
Log1pFunction · 0.50
LtFunction · 0.50
SelectFunction · 0.50
SqrtFunction · 0.50
EqFunction · 0.50
AbsFunction · 0.50
builderMethod · 0.45
element_typeMethod · 0.45

Tested by

no test coverage detected