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.
|