This repository was archived by the owner on Nov 17, 2023. It is now read-only.
This repository was archived by the owner on Nov 17, 2023. It is now read-only.
mx.symbol.numpy._Symbol.__deepcopy__ logic error #18685
Description
mx.symbol.numpy._Symbol.__deepcopy__ performs shallow copy instead of deep copy like mx.symbol.Symbol.__deepcopy__ .
Problem:
[ins] In [1]: import mxnet as mx
[ins] In [2]: import copy
[ins] In [3]: v = mx.sym.Variable('a').as_np_ndarray()
[ins] In [4]: b = copy.copy(v)
[ins] In [5]: b._set_attr(name='b')
[ins] In [6]: v
Out[6]: <_Symbol b>
[ins] In [7]: b
Out[7]: <_Symbol b>
Expected:
[ins] In [1]: import mxnet as mx
[ins] In [2]: import copy
[ins] In [3]: v = mx.sym.Variable('a').as_np_ndarray()
[ins] In [4]: b = copy.copy(v)
[ins] In [5]: b._set_attr(name='b')
[ins] In [6]: v
Out[6]: <_Symbol a>
[ins] In [7]: b
Out[7]: <_Symbol b>