.. java:import:: org.tensorflow DataType

.. java:import:: org.tensorflow Graph

.. java:import:: org.tensorflow Output

.. java:import:: org.tensorflow Tensor

GraphBuilder
============

.. java:package:: ch.epfl.leb.defcon.utils
   :noindex:

.. java:type:: public class GraphBuilder

   Appends various operations to TensorFlow graphs.

   :author: Baptiste Ottino

   **See also:** \ `Output | TensorFlow <https://www.tensorflow.org/api_docs/java/reference/org/tensorflow/Output>`_\, \ `Graph | TensorFlow <https://www.tensorflow.org/api_docs/java/reference/org/tensorflow/Graph>`_\

Methods
-------
constant
^^^^^^^^

.. java:method:: public static <T> Output<T> constant(Graph g, String name, Object value, Class<T> type)
   :outertype: GraphBuilder

   Builds an Output tensor with a single scalar value.

   :param <T>:
   :param g: The TensorFlow graph to modify.
   :param name: The full name of the operation.
   :param value: The value output by the operation.
   :param type: The output datatype.
   :return: Symbolic handle to the tensor produced by the appended operation.

constant
^^^^^^^^

.. java:method:: public static Output<Integer> constant(Graph g, String name, int value)
   :outertype: GraphBuilder

   Builds an Output tensor with a single scalar value.

   :param g: The TensorFlow graph to modify.
   :param name: The full name of the operation.
   :param value: The value output by the operation.
   :return: Symbolic handle to the tensor produced by the appended operation.

expandDims
^^^^^^^^^^

.. java:method:: public static <T> Output<T> expandDims(Graph g, String name, Output<T> input, Output<Integer> dim)
   :outertype: GraphBuilder

   Adds a dimension to a TensorFlow Output tensor. The dimension as added at the position "dim." (with numpy/tensorflow syntax: 0 for the first position, -1 in the end)

   :param <T>:
   :param g: The TensorFlow graph to modify.
   :param name: The full name of the operation.
   :param input: The input operation to expand.
   :param dim:
   :return: Symbolic handle to the tensor produced by the appended operation.