tf.raw_ops.VariableV2 | TensorFlow v2.16.1 (original) (raw)
tf.raw_ops.VariableV2
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Holds state in the form of a tensor that persists across steps.
View aliases
Compat aliases for migration
SeeMigration guide for more details.
tf.compat.v1.raw_ops.VariableV2
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. |
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Last updated 2024-04-26 UTC.