def testLogSumExp(self):
# test logsumexp
rs = self.random_state
for dtype in [np.float16, np.float32, np.float64]:
for i in range(self.num_runs):
input = rs.uniform(-1000, 1000, size=(self.num_topics, 1))
known_good = logsumexp(input)
test_values = matutils.logsumexp(input)
msg = "logsumexp failed for dtype={}".format(dtype)
self.assertTrue(np.allclose(known_good, test_values), msg)
def testLogSumExp(self):
# test logsumexp
rs = self.random_state
for dtype in [np.float16, np.float32, np.float64]:
for i in range(self.num_runs):
input = rs.uniform(-1000, 1000, size=(self.num_topics, 1))
known_good = logsumexp(input)
test_values = matutils.logsumexp(input)
msg = "logsumexp failed for dtype={}".format(dtype)
self.assertTrue(np.allclose(known_good, test_values), msg)