Holds state in the form of a tensor that persists across steps.
tf.raw_ops.VariableV2( shape, dtype, container='', shared_name='', name=None ) Outputs a ref to the tensor state so it may be read or modified.
about sharing states in tensorflow.
Args | |
|---|---|
shape | A tf.TensorShape or list of ints. The shape of the variable tensor. |
dtype | A tf.DType. The type of elements in the variable tensor. |
container | An optional string. Defaults to "". If non-empty, this variable is placed in the given container. Otherwise, a default container is used. |
shared_name | An optional string. Defaults to "". If non-empty, this variable is named in the given bucket with this shared_name. Otherwise, the node name is used instead. |
name | A name for the operation (optional). |
Returns | |
|---|---|
A mutable Tensor of type dtype. |