mindspore.ops.csr_square

mindspore.ops.csr_square(x: CSRTensor)

Returns square of a CSRTensor element-wise.

\[out_{i} = (x_{i})^2\]

Parameters

x (CSRTensor) – The input CSRTensor with a dtype of Number.

Returns

CSRTensor, has the same shape and dtype as the x.

Raises

TypeError – If x is not a CSRTensor.

Supported Platforms:

Ascend GPU CPU

Examples

>>> from mindspore import dtype as mstype
>>> from mindspore import Tensor, ops, CSRTensor
>>> indptr = Tensor([0, 1, 2, 2], dtype=mstype.int32)
>>> indices = Tensor([3, 0], dtype=mstype.int32)
>>> values = Tensor([-1, 2], dtype=mstype.float32)
>>> shape = (3, 4)
>>> x = CSRTensor(indptr, indices, values, shape)
>>> output = ops.csr_square(x)
>>> print(output.values)
[1. 4.]