mindspore.ops.ceil

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mindspore.ops.ceil(input)[source]

Rounds a tensor up to the closest integer element-wise.

\[out_i = \lceil x_i \rceil = \lfloor x_i \rfloor + 1\]
Parameters

input (Tensor) –

the input of Ceil. Supported dtypes:

  • Ascend: float16, float32, float64 or bfloat16.

  • GPU/CPU: float16, float32, float64.

Returns

Tensor, has the same shape as input.

Raises

  • TypeError – If input is not a Tensor.

  • TypeError – If dtype of input is not float16, float32, float64 or bfloat16.

Supported Platforms:

Ascend GPU CPU

Examples

>>> import mindspore
>>> import numpy as np
>>> from mindspore import Tensor, ops
>>> input = Tensor(np.array([1.1, 2.5, -1.5]), mindspore.float32)
>>> output = ops.ceil(input)
>>> print(output)
[ 2.  3. -1.]
>>> input = Tensor(2.1, mindspore.float32)
>>> output = ops.ceil(input)
>>> print(output)
3.0