ZerosLike

tensorflow C++ API

tensorflow::ops::ZerosLike

Returns a tensor of zeros with the same shape and type as x.

Summary

For example:

# 'tensor' is [[1, 2, 3], [4, 5, 6]]
tf.zeros_like(tensor)==>[[0,0,0],[0,0,0]]

Arguments:

• scope: A Scope object
• x: a tensor of type T.

Returns:

• Output: a tensor of the same shape and type as x but filled with zeros.

ZerosLike block

Source link :https://github.com/EXPNUNI/enuSpaceTensorflow/blob/master/enuSpaceTensorflow/tf_array_ops.cpp

Argument:

• Scope scope : A Scope object (A scope is generated automatically each page. A scope is not connected.)
• Input x: A Tensor.

Output:

• Output y: Output object of ZerosLike class object.

Result:

• std::vector(Tensor) result_y: A Tensor with all elements set to zero.

Using Method

※ x로 들어온 모든 값을 0으로 만든다. 위 그림에서는 들어온 tensor의 type이 boolean타입이므로 모든 값이 false로 바뀐다.