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larroy committed Sep 6, 2019
1 parent 1f3afcc commit 36c6a73
Showing 1 changed file with 0 additions and 26 deletions.
26 changes: 0 additions & 26 deletions tests/python/unittest/test_higher_order_grad.py
Original file line number Diff line number Diff line change
Expand Up @@ -344,14 +344,6 @@ def test_dense_backward_flatten():
ok_(w_grad_grad.shape == w.shape)
ok_(x_grad.shape == x.shape)
ok_(x_grad_grad.shape == x.shape)
#print("x_grad:\n{}".format(x_grad));
#print("x_grad_e:\n{}".format(x_grad_e));
#print("x_grad_grad:\n{}".format(x_grad_grad));
#print("x_grad_grad_e:\n{}".format(x_grad_grad_e));
#print("w_grad:\n{}".format(w_grad));
#print("w_grad_e:\n{}".format(w_grad_e));
#print("w_grad_grad:\n{}".format(w_grad_grad));
#print("w_grad_grad_e:\n{}".format(w_grad_grad_e));
w_grad_check = same(flatten2d_right(w_grad), flatten2d_right(w_grad_e))
w_grad_grad_check = same(flatten2d_right(w_grad_grad), flatten2d_right(w_grad_grad_e))
x_grad_check = same(flatten2d_right(x_grad), flatten2d_right(x_grad_e))
Expand Down Expand Up @@ -388,12 +380,6 @@ def test_dense_backward_no_flatten():
o_w_grad = arange_shape_like(w_grad)
x_grad_grad = autograd.grad(heads=w_grad, variables=x,
head_grads=o_w_grad, create_graph=False)[0]
#print("x_grad_shape:\n{}".format(x_grad.shape));
#print("x_grad_grad.shape:\n{}".format(x_grad_grad.shape));
#print("w_grad.shape:\n{}".format(w_grad.shape));
#print("w_grad_grad.shape:\n{}".format(w_grad_grad.shape));
#print("o_x_grad.shape:\n{}".format(o_x_grad.shape));
#print("o_w_grad.shape:\n{}".format(o_w_grad.shape));
# Expected results
o_y = flatten2d_left(o_y)
x = flatten2d_left(x)
Expand All @@ -403,18 +389,6 @@ def test_dense_backward_no_flatten():
w_grad_grad_e = nd.dot(o_y, o_x_grad, transpose_a=True)
x_grad_e = nd.dot(o_y, w)
x_grad_grad_e = nd.dot(o_y, o_w_grad)
#print("x_grad_e.shape:\n{}".format(x_grad_e.shape));
#print("x_grad_grad_e.shape:\n{}".format(x_grad_grad_e.shape));
#print("w_grad_e.shape:\n{}".format(w_grad_e.shape));
#print("w_grad_grad_e.shape:\n{}".format(w_grad_grad_e.shape));
#print("x_grad:\n{}".format(x_grad));
#print("x_grad_e:\n{}".format(x_grad_e));
#print("x_grad_grad:\n{}".format(x_grad_grad));
#print("x_grad_grad_e:\n{}".format(x_grad_grad_e));
#print("w_grad:\n{}".format(w_grad));
#print("w_grad_e:\n{}".format(w_grad_e));
#print("w_grad_grad:\n{}".format(w_grad_grad));
#print("w_grad_grad_e:\n{}".format(w_grad_grad_e));
w_grad_check = same(flatten2d_left(w_grad), flatten2d_left(w_grad_e))
w_grad_grad_check = same(flatten2d_left(w_grad_grad), flatten2d_left(w_grad_grad_e))
x_grad_check = same(flatten2d_left(x_grad), flatten2d_left(x_grad_e))
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