Assign#
Versioned name: Assign-3
Category: Infrastructure
Short description: Assign sets an input value to the variable_id
variable.
Detailed description:
Assign operation sets an input value to the variable_id
variable. This value will be returned by ReadValue operation on next infer if variable was not reset.
The operation checks that the type and shape of the input are the same as
declared in variable_id
and returns an error otherwise.
Attributes:
variable_id
Description: identifier of the variable to be updated
Range of values: any non-empty string
Type: string
Required: yes
Inputs
1:
new_value
- input tensor of any supported type. Required.
Outputs
1: tensor with the same shape and type as
new_value
.
Example
<layer ... type="Assign" ...>
<data variable_id="lstm_state_1"/>
<input>
<port id="0">
<dim>1</dim>
<dim>3</dim>
<dim>224</dim>
<dim>224</dim>
</port>
</input>
</layer>