def test_softmax(self):
dout = TheanoInterval.derest_output(1000)
start_time = timeit.default_timer()
din = d_softmax(dout)
constr_time = timeit.default_timer()
l, u = din.eval()
ex_time = timeit.default_timer()
self.check_time('d_softmax', start_time, constr_time, ex_time)
def test_3_outputs(self):
dout = TheanoInterval.derest_output(3)
din = d_softmax(dout)
l, u = din.eval()
array_almost_equal(l, u)
array_almost_equal(l, A([[1, 0, 0], [0, 1, 0], [0, 0, 1]]))
def test_1_output(self):
dout = TheanoInterval.derest_output(1)
din = d_softmax(dout)
l, u = din.eval()
array_almost_equal(l, u)
array_almost_equal(l, A([[1]]))
