def foo(x): b = x + get_a_plus_one() my_str = string_ops.as_string(b) new_str = my_str + "0" c = string_ops.string_to_number(new_str, out_type=dtypes.int32) logging_ops.print_v2(c) b = c + get_a_plus_one() return b + 1
def SecurePowGrad(op, grad):
"""The gradient for the Secure Pow operator.
Currently, only y is supported as a constant.
"""
x = op.inputs[0]
y = op.inputs[1]
sx = array_ops.shape(x)
sy = array_ops.shape(y)
y_dec = string_ops.as_string(
gen_math_ops.sub(string_ops.string_to_number(y),
constant_op.constant(1.0, dtype=dtypes.float32)))
# one = constant_op.constant("1")
# y_dec = SecureSub(y, one, lh_is_const=True, rh_is_const=True)
temp = SecureMul(y,
SecurePow(x, y_dec, lh_is_const=False, rh_is_const=True),
lh_is_const=True,
rh_is_const=False)
zero = constant_op.constant("0")
dX = array_ops.reshape(SecureMul(grad, temp), sx)
dY = array_ops.reshape(zero, sy)
return dX, dY
def computation_with_string_ops(x):
output = string_ops.string_format("1{}", x)
return string_ops.string_to_number(output)
