def test_tile(self):
shape = (3, 4)
arr = np.arange(np.prod(shape)).reshape(shape)
arr_th = KTH.variable(arr)
arr_tf = KTF.variable(arr)
n = (2, 1)
th_rep = KTH.eval(KTH.tile(arr_th, n))
tf_rep = KTF.eval(KTF.tile(arr_tf, n))
assert_allclose(tf_rep, th_rep, atol=1e-05)
def test_tile(self):
shape = (3, 4)
arr = np.arange(np.prod(shape)).reshape(shape)
arr_th = KTH.variable(arr)
arr_tf = KTF.variable(arr)
n = (2, 1)
th_rep = KTH.eval(KTH.tile(arr_th, n))
tf_rep = KTF.eval(KTF.tile(arr_tf, n))
assert_allclose(tf_rep, th_rep, atol=1e-05)
def test_tile(self):
shape = (3, 4)
arr = np.arange(np.prod(shape)).reshape(shape)
arr_th = KTH.variable(arr)
arr_tf = KTF.variable(arr)
n = (2, 1)
th_z = KTH.tile(arr_th, n)
th_rep = KTH.eval(th_z)
tf_rep = KTF.eval(KTF.tile(arr_tf, n))
assert_allclose(tf_rep, th_rep, atol=1e-05)
if hasattr(th_z, '_keras_shape'):
assert th_z._keras_shape == th_rep.shape
def test_tile(self):
shape = (3, 4)
arr = np.arange(np.prod(shape)).reshape(shape)
arr_th = KTH.variable(arr)
arr_tf = KTF.variable(arr)
n = (2, 1)
th_z = KTH.tile(arr_th, n)
th_rep = KTH.eval(th_z)
tf_rep = KTF.eval(KTF.tile(arr_tf, n))
assert_allclose(tf_rep, th_rep, atol=1e-05)
if hasattr(th_z, '_keras_shape'):
assert th_z._keras_shape == th_rep.shape
# test theano shape inference when
# input shape has None entries
if K.backend() == 'theano':
x = K.placeholder(shape=(None, 4))
n = 2
y = KTH.tile(x, n)
assert y._keras_shape == (None, 8)
n = (4, 3)
y = K.tile(x, n)
assert y._keras_shape == (None, 12)
def test_tile(self):
shape = (3, 4)
arr = np.arange(np.prod(shape)).reshape(shape)
arr_th = KTH.variable(arr)
arr_tf = KTF.variable(arr)
n = (2, 1)
th_z = KTH.tile(arr_th, n)
th_rep = KTH.eval(th_z)
tf_rep = KTF.eval(KTF.tile(arr_tf, n))
assert_allclose(tf_rep, th_rep, atol=1e-05)
if hasattr(th_z, '_keras_shape'):
assert th_z._keras_shape == th_rep.shape
# test theano shape inference when
# input shape has None entries
if K.backend() == 'theano':
x = K.placeholder(shape=(None, 4))
n = 2
y = KTH.tile(x, n)
assert y._keras_shape == (None, 8)
n = (4, 3)
y = K.tile(x, n)
assert y._keras_shape == (None, 12)
