CollectionDef.Builder

public static final class CollectionDef.Builder

 CollectionDef should cover most collections.
 To add a user-defined collection, do one of the following:
 1. For simple data types, such as string, int, float:
      tf.add_to_collection("your_collection_name", your_simple_value)
    strings will be stored as bytes_list.
 2. For Protobuf types, there are three ways to add them:
    1) tf.add_to_collection("your_collection_name",
         your_proto.SerializeToString())
       collection_def {
         key: "user_defined_bytes_collection"
         value {
           bytes_list {
             value: "queue_name: \"test_queue\"\n"
           }
         }
       }
  or
    2) tf.add_to_collection("your_collection_name", str(your_proto))
       collection_def {
         key: "user_defined_string_collection"
         value {
          bytes_list {
             value: "\n\ntest_queue"
           }
         }
       }
  or
    3) any_buf = any_pb2.Any()
       tf.add_to_collection("your_collection_name",
         any_buf.Pack(your_proto))
       collection_def {
         key: "user_defined_any_collection"
         value {
           any_list {
             value {
               type_url: "type.googleapis.com/tensorflow.QueueRunnerDef"
               value: "\n\ntest_queue"
             }
           }
         }
       }
 3. For Python objects, implement to_proto() and from_proto(), and register
    them in the following manner:
    ops.register_proto_function("your_collection_name",
                                proto_type,
                                to_proto=YourPythonObject.to_proto,
                                from_proto=YourPythonObject.from_proto)
    These functions will be invoked to serialize and de-serialize the
    collection. For example,
    ops.register_proto_function(ops.GraphKeys.GLOBAL_VARIABLES,
                                proto_type=variable_pb2.VariableDef,
                                to_proto=Variable.to_proto,
                                from_proto=Variable.from_proto)
 
Protobuf type tensorflow.CollectionDef

Public Methods

CollectionDef.Builder
addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
CollectionDef
CollectionDef
CollectionDef.Builder
CollectionDef.Builder
clearAnyList ()
.tensorflow.CollectionDef.AnyList any_list = 5;
CollectionDef.Builder
clearBytesList ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
CollectionDef.Builder
clearField (com.google.protobuf.Descriptors.FieldDescriptor field)
CollectionDef.Builder
clearFloatList ()
.tensorflow.CollectionDef.FloatList float_list = 4;
CollectionDef.Builder
clearInt64List ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
CollectionDef.Builder
CollectionDef.Builder
clearNodeList ()
.tensorflow.CollectionDef.NodeList node_list = 1;
CollectionDef.Builder
clearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof)
CollectionDef.Builder
CollectionDef.AnyList
getAnyList ()
.tensorflow.CollectionDef.AnyList any_list = 5;
CollectionDef.AnyList.Builder
getAnyListBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
CollectionDef.AnyListOrBuilder
getAnyListOrBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
CollectionDef.BytesList
getBytesList ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
CollectionDef.BytesList.Builder
getBytesListBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
CollectionDef.BytesListOrBuilder
getBytesListOrBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
CollectionDef
final static com.google.protobuf.Descriptors.Descriptor
com.google.protobuf.Descriptors.Descriptor
CollectionDef.FloatList
getFloatList ()
.tensorflow.CollectionDef.FloatList float_list = 4;
CollectionDef.FloatList.Builder
getFloatListBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
CollectionDef.FloatListOrBuilder
getFloatListOrBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
CollectionDef.Int64List
getInt64List ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
CollectionDef.Int64List.Builder
getInt64ListBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
CollectionDef.Int64ListOrBuilder
getInt64ListOrBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
CollectionDef.KindCase
CollectionDef.NodeList
getNodeList ()
.tensorflow.CollectionDef.NodeList node_list = 1;
CollectionDef.NodeList.Builder
getNodeListBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
CollectionDef.NodeListOrBuilder
getNodeListOrBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
boolean
hasAnyList ()
.tensorflow.CollectionDef.AnyList any_list = 5;
boolean
hasBytesList ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
boolean
hasFloatList ()
.tensorflow.CollectionDef.FloatList float_list = 4;
boolean
hasInt64List ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
boolean
hasNodeList ()
.tensorflow.CollectionDef.NodeList node_list = 1;
final boolean
CollectionDef.Builder
mergeAnyList ( CollectionDef.AnyList value)
.tensorflow.CollectionDef.AnyList any_list = 5;
CollectionDef.Builder
mergeBytesList ( CollectionDef.BytesList value)
.tensorflow.CollectionDef.BytesList bytes_list = 2;
CollectionDef.Builder
mergeFloatList ( CollectionDef.FloatList value)
.tensorflow.CollectionDef.FloatList float_list = 4;
CollectionDef.Builder
mergeFrom (com.google.protobuf.Message other)
CollectionDef.Builder
mergeFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
CollectionDef.Builder
mergeInt64List ( CollectionDef.Int64List value)
.tensorflow.CollectionDef.Int64List int64_list = 3;
CollectionDef.Builder
mergeNodeList ( CollectionDef.NodeList value)
.tensorflow.CollectionDef.NodeList node_list = 1;
final CollectionDef.Builder
mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)
CollectionDef.Builder
setAnyList ( CollectionDef.AnyList value)
.tensorflow.CollectionDef.AnyList any_list = 5;
CollectionDef.Builder
setAnyList ( CollectionDef.AnyList.Builder builderForValue)
.tensorflow.CollectionDef.AnyList any_list = 5;
CollectionDef.Builder
setBytesList ( CollectionDef.BytesList.Builder builderForValue)
.tensorflow.CollectionDef.BytesList bytes_list = 2;
CollectionDef.Builder
setBytesList ( CollectionDef.BytesList value)
.tensorflow.CollectionDef.BytesList bytes_list = 2;
CollectionDef.Builder
setField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
CollectionDef.Builder
setFloatList ( CollectionDef.FloatList value)
.tensorflow.CollectionDef.FloatList float_list = 4;
CollectionDef.Builder
setFloatList ( CollectionDef.FloatList.Builder builderForValue)
.tensorflow.CollectionDef.FloatList float_list = 4;
CollectionDef.Builder
setInt64List ( CollectionDef.Int64List value)
.tensorflow.CollectionDef.Int64List int64_list = 3;
CollectionDef.Builder
setInt64List ( CollectionDef.Int64List.Builder builderForValue)
.tensorflow.CollectionDef.Int64List int64_list = 3;
CollectionDef.Builder
setNodeList ( CollectionDef.NodeList.Builder builderForValue)
.tensorflow.CollectionDef.NodeList node_list = 1;
CollectionDef.Builder
setNodeList ( CollectionDef.NodeList value)
.tensorflow.CollectionDef.NodeList node_list = 1;
CollectionDef.Builder
setRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
final CollectionDef.Builder
setUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)

Inherited Methods

Public Methods

public CollectionDef.Builder addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)

public CollectionDef build ()