def GreaterEqu_1(task_id):
return bin_op_test("SecureNN", task_id, tf.greater_equal,
[1.1, 2.2, -1.1, 0.1],
[1.2, -2.2, -1.0, 0.],
[0., 1., 0., 1.])
def Div_1(task_id):
return bin_op_test("SecureNN", task_id, tf.truediv, [1.1], [2.2], [0.5])
def GreaterEqu_2(task_id):
return bin_op_test("Helix", task_id, tf.greater_equal,
[-1.1, 2.3, 2.2],
2.2,
[0., 1., 1.])
def Mul_1(task_id):
return bin_op_test("SecureNN", task_id, tf.multiply, [1.1], [2.2], [2.42])
def Div_2(task_id):
return bin_op_test("Helix", task_id, tf.truediv, [-1.1, 3.3], 2.2,
[-0.5, 1.5])
def Matmul_2(task_id):
return bin_op_test("Helix", task_id, tf.matmul,
[[1.32, 0.5, -3.4], [0.63, 0.081, -1.3]],
[[-0.2, 0.93], [-12, 4.3], [1.123, -0.53]],
[[-10.08, 5.178], [-2.558, 1.6232]])
def LessEq_2(task_id):
return bin_op_test("Helix", task_id, tf.less_equal, [-1.1, 2.3, 2.1], 2.2,
[1., 0., 1.])
def LogicXor_2(task_id):
return bin_op_test("Helix", task_id, tf.logical_xor,
[0, 1, 0],
1,
[1., 0., 1.])
def LogicXor_1(task_id):
return bin_op_test("SecureNN", task_id, tf.logical_xor,
[1, 1, 0, 0],
[0, 1, 0, 1],
[1., 0., 0., 1.])
def Sub_1(task_id):
return bin_op_test("SecureNN", task_id, tf.subtract,
[-2.2], [1.1], [-3.3])
def Nequal_2(task_id):
return bin_op_test("Helix", task_id, tf.not_equal,
[-1.1, 2.2],
2.2,
[1., 0.])
def Sub_2(task_id):
return bin_op_test("Helix", task_id, tf.subtract,
[-1.1, 3.3], 2.2, [-3.3, 1.1])
def LogicAnd_1(task_id):
return bin_op_test("SecureNN", task_id, tf.logical_and,
[1, 1, 0, 0],
[0, 1, 0, 1],
[0., 1., 0., 0.])
def LogicAnd_2(task_id):
return bin_op_test("Helix", task_id, tf.logical_and,
[0, 1, 0],
1,
[0., 1., 0.])
def Add_2(task_id):
return bin_op_test("Helix", task_id, tf.add,
[1.1, 3.3], [2.2], [3.3, 5.5])
def Greater_2(task_id):
return bin_op_test("Helix", task_id, tf.greater,
[-1.1, 2.3, 2.1],
2.2,
[0., 1., 0.])
def Add_1(task_id):
return bin_op_test("SecureNN", task_id, tf.add,
[1.1], [2.2], [3.3])
def Equal_2(task_id):
return bin_op_test("Helix", task_id, tf.equal,
[-1.1, 2.2],
2.2,
[0., 1.])
def Matmul_1(task_id):
return bin_op_test("SecureNN", task_id, tf.matmul,
[[1.1, 2.2], [3.3, 4.4]], [[5.5, 6.6], [7.7, 8.8]],
[[22.99, 26.62], [52.03, 60.5]])
def Equal_1(task_id):
return bin_op_test("SecureNN", task_id, tf.equal,
[1.1, 2.2, -1.1, 0.],
[1.1, -2.2, -1.2, 0.],
[1., 0., 0., 1.])
def LessEq_1(task_id):
return bin_op_test("SecureNN", task_id, tf.less_equal,
[1.1, 2.2, -1.1, 0.1], [1.1, -2.2, -1.0, 0.],
[1., 0., 1., 0.])
def Mul_2(task_id):
return bin_op_test("Helix", task_id, tf.multiply, [-1.1, 3.3], 2.2,
[-2.42, 7.26])
