Building Graphs

[TOC]

Classes and functions for building TensorFlow graphs.

Core graph data structures

• tf.Graph
• tf.Operation
• tf.Tensor

Tensor types

• tf.DType
• tf.as_dtype

Utility functions

• tf.device
• tf.container
• tf.name_scope
• tf.control_dependencies
• tf.convert_to_tensor
• tf.convert_to_tensor_or_indexed_slices
• tf.convert_to_tensor_or_sparse_tensor
• tf.get_default_graph
• tf.reset_default_graph
• tf.import_graph_def
• tf.load_file_system_library
• tf.load_op_library

Graph collections

• tf.add_to_collection
• tf.get_collection
• tf.get_collection_ref
• tf.GraphKeys

Defining new operations

• tf.RegisterGradient
• tf.NotDifferentiable
• tf.NoGradient
• tf.TensorShape
• tf.Dimension
• tf.op_scope
• tf.get_seed

For libraries building on TensorFlow

• tf.register_tensor_conversion_function