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Method test_half_ufuncs

numpy/_core/tests/test_half.py:420–482  ·  view source on GitHub ↗

Test the various ufuncs

(self)

Source from the content-addressed store, hash-verified

418 assert_equal(np.nextafter(hnan, a_f16), hnan[0])
419
420 def test_half_ufuncs(self):
421 """Test the various ufuncs"""
422
423 a = np.array([0, 1, 2, 4, 2], dtype=float16)
424 b = np.array([-2, 5, 1, 4, 3], dtype=float16)
425 c = np.array([0, -1, -np.inf, np.nan, 6], dtype=float16)
426
427 assert_equal(np.add(a, b), [-2, 6, 3, 8, 5])
428 assert_equal(np.subtract(a, b), [2, -4, 1, 0, -1])
429 assert_equal(np.multiply(a, b), [0, 5, 2, 16, 6])
430 assert_equal(np.divide(a, b), [0, 0.199951171875, 2, 1, 0.66650390625])
431
432 assert_equal(np.equal(a, b), [False, False, False, True, False])
433 assert_equal(np.not_equal(a, b), [True, True, True, False, True])
434 assert_equal(np.less(a, b), [False, True, False, False, True])
435 assert_equal(np.less_equal(a, b), [False, True, False, True, True])
436 assert_equal(np.greater(a, b), [True, False, True, False, False])
437 assert_equal(np.greater_equal(a, b), [True, False, True, True, False])
438 assert_equal(np.logical_and(a, b), [False, True, True, True, True])
439 assert_equal(np.logical_or(a, b), [True, True, True, True, True])
440 assert_equal(np.logical_xor(a, b), [True, False, False, False, False])
441 assert_equal(np.logical_not(a), [True, False, False, False, False])
442
443 assert_equal(np.isnan(c), [False, False, False, True, False])
444 assert_equal(np.isinf(c), [False, False, True, False, False])
445 assert_equal(np.isfinite(c), [True, True, False, False, True])
446 assert_equal(np.signbit(b), [True, False, False, False, False])
447
448 assert_equal(np.copysign(b, a), [2, 5, 1, 4, 3])
449
450 assert_equal(np.maximum(a, b), [0, 5, 2, 4, 3])
451
452 x = np.maximum(b, c)
453 assert_(np.isnan(x[3]))
454 x[3] = 0
455 assert_equal(x, [0, 5, 1, 0, 6])
456
457 assert_equal(np.minimum(a, b), [-2, 1, 1, 4, 2])
458
459 x = np.minimum(b, c)
460 assert_(np.isnan(x[3]))
461 x[3] = 0
462 assert_equal(x, [-2, -1, -np.inf, 0, 3])
463
464 assert_equal(np.fmax(a, b), [0, 5, 2, 4, 3])
465 assert_equal(np.fmax(b, c), [0, 5, 1, 4, 6])
466 assert_equal(np.fmin(a, b), [-2, 1, 1, 4, 2])
467 assert_equal(np.fmin(b, c), [-2, -1, -np.inf, 4, 3])
468
469 assert_equal(np.floor_divide(a, b), [0, 0, 2, 1, 0])
470 assert_equal(np.remainder(a, b), [0, 1, 0, 0, 2])
471 assert_equal(np.divmod(a, b), ([0, 0, 2, 1, 0], [0, 1, 0, 0, 2]))
472 assert_equal(np.square(b), [4, 25, 1, 16, 9])
473 assert_equal(np.reciprocal(b), [-0.5, 0.199951171875, 1, 0.25, 0.333251953125])
474 assert_equal(np.ones_like(b), [1, 1, 1, 1, 1])
475 assert_equal(np.conjugate(b), b)
476 assert_equal(np.absolute(b), [2, 5, 1, 4, 3])
477 assert_equal(np.negative(b), [2, -5, -1, -4, -3])

Callers

nothing calls this directly

Calls 5

assert_equalFunction · 0.90
assert_Function · 0.90
logical_xorMethod · 0.80
conjugateMethod · 0.80
addMethod · 0.45

Tested by

no test coverage detected