def test_random_normal(self):
mean = 0.0
std = 1.0
rand = KTF.get_value(KTF.random_normal((1000, 1000), mean=mean, std=std))
assert rand.shape == (1000, 1000)
assert np.abs(np.mean(rand) - mean) < 0.01
assert np.abs(np.std(rand) - std) < 0.01
rand = KTF.get_value(KTF.random_normal((1000, 1000), mean=mean, std=std))
assert rand.shape == (1000, 1000)
assert np.abs(np.mean(rand) - mean) < 0.01
assert np.abs(np.std(rand) - std) < 0.01
def test_random_uniform(self):
mean = 0.
std = 1.
rand = KTF.get_value(KTF.random_normal((1000, 1000), mean=mean, std=std))
assert(rand.shape == (1000, 1000))
assert(np.abs(np.mean(rand) - mean) < 0.01)
assert(np.abs(np.std(rand) - std) < 0.01)
rand = KTF.get_value(KTF.random_normal((1000, 1000), mean=mean, std=std))
assert(rand.shape == (1000, 1000))
assert(np.abs(np.mean(rand) - mean) < 0.01)
assert(np.abs(np.std(rand) - std) < 0.01)
def test_random_uniform(self):
mean = 0.
std = 1.
rand = KTF.get_value(KTF.random_normal((1000, 1000), mean=mean, std=std))
assert(rand.shape == (1000, 1000))
assert(np.abs(np.mean(rand) - mean) < 0.01)
assert(np.abs(np.std(rand) - std) < 0.01)
rand = KTF.get_value(KTF.random_normal((1000, 1000), mean=mean, std=std))
assert(rand.shape == (1000, 1000))
assert(np.abs(np.mean(rand) - mean) < 0.01)
assert(np.abs(np.std(rand) - std) < 0.01)
def test_random_normal(self):
mean = 0.
std = 1.
rand = KTF.eval(KTF.random_normal((1000, 1000), mean=mean, stddev=std))
assert rand.shape == (1000, 1000)
assert np.abs(np.mean(rand) - mean) < 0.01
assert np.abs(np.std(rand) - std) < 0.01
rand = KTH.eval(KTH.random_normal((1000, 1000), mean=mean, stddev=std))
assert rand.shape == (1000, 1000)
assert np.abs(np.mean(rand) - mean) < 0.01
assert np.abs(np.std(rand) - std) < 0.01
def test_random_normal(self):
mean = 0.
std = 1.
rand = KTF.eval(KTF.random_normal((1000, 1000), mean=mean, stddev=std))
assert rand.shape == (1000, 1000)
assert np.abs(np.mean(rand) - mean) < 0.01
assert np.abs(np.std(rand) - std) < 0.01
rand = KTH.eval(KTH.random_normal((1000, 1000), mean=mean, stddev=std))
assert rand.shape == (1000, 1000)
assert np.abs(np.mean(rand) - mean) < 0.01
assert np.abs(np.std(rand) - std) < 0.01