mindspore.Tensor.asnumpy

Tensor.asnumpy()[source]

Convert tensor to numpy array. Returns self tensor as a NumPy ndarray. This tensor and the returned ndarray share the same underlying storage. Changes to self tensor will be reflected in the ndarray.

Returns: A numpy ndarray which shares the same underlying storage with the tensor.

Examples

>>> from mindspore import Tensor
>>> import numpy as np
>>> x = Tensor(np.array([1, 2], dtype=np.float32))
>>> y = x.asnumpy()
>>> y[0] = 11
>>> print(x)
[11.  2.]
>>> print(y)
[11.  2.]