tf.compat.v1.assign

Update ref by assigning value to it.

tf.compat.v1.assign(
    ref, value, validate_shape=None, use_locking=None, name=None
)

This operation outputs a Tensor that holds the new value of ref after the value has been assigned. This makes it easier to chain operations that need to use the reset value.

Args
`ref`	A mutable `Tensor`. Should be from a `Variable` node. May be uninitialized.
`value`	A `Tensor`. Must have the same shape and dtype as `ref`. The value to be assigned to the variable.
`validate_shape`	An optional `bool`. Defaults to `True`. If true, the operation will validate that the shape of 'value' matches the shape of the Tensor being assigned to. If false, 'ref' will take on the shape of 'value'.
`use_locking`	An optional `bool`. Defaults to `True`. If True, the assignment will be protected by a lock; otherwise the behavior is undefined, but may exhibit less contention.
`name`	A name for the operation (optional).

Returns
A `Tensor` that will hold the new value of `ref` after the assignment has completed.

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Last updated 2020-10-01 UTC.

tf.compat.v1.assign

Args

Returns