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)
tensorflow.CollectionDef Публичные методы
| КоллекцияDef.Builder | addRepeatedField (поле com.google.protobuf.Descriptors.FieldDescriptor, значение объекта) |
| КоллекцияDef | строить () |
| КоллекцияDef | |
| КоллекцияDef.Builder | прозрачный () |
| КоллекцияDef.Builder | ОчиститьАниЛист () .tensorflow.CollectionDef.AnyList any_list = 5; |
| КоллекцияDef.Builder | ОчиститьБайтслист () .tensorflow.CollectionDef.BytesList bytes_list = 2; |
| КоллекцияDef.Builder | ClearField (поле com.google.protobuf.Descriptors.FieldDescriptor) |
| КоллекцияDef.Builder | очиститьFloatList () .tensorflow.CollectionDef.FloatList float_list = 4; |
| КоллекцияDef.Builder | очиститьInt64List () .tensorflow.CollectionDef.Int64List int64_list = 3; |
| КоллекцияDef.Builder | ясновид () |
| КоллекцияDef.Builder | ОчиститьСписокНодов () .tensorflow.CollectionDef.NodeList node_list = 1; |
| КоллекцияDef.Builder | ClearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof) |
| КоллекцияDef.Builder | клон () |
| КоллекцияDef.AnyList | получитьЛюбойСписок () .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; |
| КоллекцияDef.BytesList | получить байтсписок () .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; |
| КоллекцияDef | |
| окончательный статический 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; |
| КоллекцияDef.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 | getKindCase () |
| CollectionDef.NodeList | получитьСписокНодов () .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; |
| логическое значение | имеетЛюбойСписок () .tensorflow.CollectionDef.AnyList any_list = 5; |
| логическое значение | имеетБайтслист () .tensorflow.CollectionDef.BytesList bytes_list = 2; |
| логическое значение | имеетFloatList () .tensorflow.CollectionDef.FloatList float_list = 4; |
| логическое значение | имеетInt64List () .tensorflow.CollectionDef.Int64List int64_list = 3; |
| логическое значение | имеетСписокНодов () .tensorflow.CollectionDef.NodeList node_list = 1; |
| последнее логическое значение | |
| КоллекцияDef.Builder | |
| КоллекцияDef.Builder | mergeBytesList (значение CollectionDef.BytesList ) .tensorflow.CollectionDef.BytesList bytes_list = 2; |
| КоллекцияDef.Builder | mergeFloatList (значение CollectionDef.FloatList ) .tensorflow.CollectionDef.FloatList float_list = 4; |
| КоллекцияDef.Builder | mergeFrom (com.google.protobuf.Message другое) |
| КоллекцияDef.Builder | mergeFrom (ввод com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
| КоллекцияDef.Builder | mergeInt64List (значение CollectionDef.Int64List ) .tensorflow.CollectionDef.Int64List int64_list = 3; |
| КоллекцияDef.Builder | |
| окончательный CollectionDef.Builder | mergeUnknownFields (com.google.protobuf.UnknownFieldSetknownFields) |
| КоллекцияDef.Builder | |
| КоллекцияDef.Builder | setAnyList ( CollectionDef.AnyList.Builder builderForValue) .tensorflow.CollectionDef.AnyList any_list = 5; |
| КоллекцияDef.Builder | setBytesList ( CollectionDef.BytesList.Builder builderForValue) .tensorflow.CollectionDef.BytesList bytes_list = 2; |
| КоллекцияDef.Builder | setBytesList (значение CollectionDef.BytesList ) .tensorflow.CollectionDef.BytesList bytes_list = 2; |
| КоллекцияDef.Builder | setField (поле com.google.protobuf.Descriptors.FieldDescriptor, значение объекта) |
| КоллекцияDef.Builder | setFloatList (значение CollectionDef.FloatList ) .tensorflow.CollectionDef.FloatList float_list = 4; |
| КоллекцияDef.Builder | setFloatList ( CollectionDef.FloatList.Builder builderForValue) .tensorflow.CollectionDef.FloatList float_list = 4; |
| КоллекцияDef.Builder | setInt64List (значение CollectionDef.Int64List ) .tensorflow.CollectionDef.Int64List int64_list = 3; |
| КоллекцияDef.Builder | setInt64List ( CollectionDef.Int64List.Builder builderForValue) .tensorflow.CollectionDef.Int64List int64_list = 3; |
| КоллекцияDef.Builder | setNodeList ( CollectionDef.NodeList.Builder builderForValue) .tensorflow.CollectionDef.NodeList node_list = 1; |
| КоллекцияDef.Builder | |
| КоллекцияDef.Builder | setRepeatedField (поле com.google.protobuf.Descriptors.FieldDescriptor, индекс int, значение объекта) |
| окончательный CollectionDef.Builder | setUnknownFields (com.google.protobuf.UnknownFieldSetknownFields) |
Унаследованные методы
Публичные методы
public CollectionDef.Builder addRepeatedField (поле com.google.protobuf.Descriptors.FieldDescriptor, значение объекта)
общественный CollectionDef.Builder ClearBytesList ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
общественный CollectionDef.Builder ClearFloatList ()
.tensorflow.CollectionDef.FloatList float_list = 4;
общедоступный CollectionDef.Builder ClearNodeList ()
.tensorflow.CollectionDef.NodeList node_list = 1;
общедоступная CollectionDef.Builder ClearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof)
общественный CollectionDef.AnyList.Builder getAnyListBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
общественный CollectionDef.AnyListOrBuilder getAnyListOrBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
общественный CollectionDef.BytesList getBytesList ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
общественный CollectionDef.BytesList.Builder getBytesListBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
общественный CollectionDef.BytesListOrBuilder getBytesListOrBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
общедоступный статический окончательный com.google.protobuf.Descriptors.Descriptor getDescriptor ()
общедоступный com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()
общественная коллекцияDef.FloatList getFloatList ()
.tensorflow.CollectionDef.FloatList float_list = 4;
общественный CollectionDef.FloatList.Builder getFloatListBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
общественный CollectionDef.FloatListOrBuilder getFloatListOrBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
общедоступная CollectionDef.Int64List getInt64List ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
общественный CollectionDef.Int64List.Builder getInt64ListBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
общественный CollectionDef.Int64ListOrBuilder getInt64ListOrBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
общественный CollectionDef.NodeList getNodeList ()
.tensorflow.CollectionDef.NodeList node_list = 1;
общедоступный CollectionDef.NodeList.Builder getNodeListBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
общественный CollectionDef.NodeListOrBuilder getNodeListOrBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
общедоступное логическое значение hasAnyList ()
.tensorflow.CollectionDef.AnyList any_list = 5;
общедоступное логическое значение hasBytesList ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
общедоступное логическое значение hasFloatList ()
.tensorflow.CollectionDef.FloatList float_list = 4;
общедоступное логическое значение hasInt64List ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
общедоступное логическое значение hasNodeList ()
.tensorflow.CollectionDef.NodeList node_list = 1;
публичное окончательное логическое значение isInitialized ()
public CollectionDef.Builder mergeAnyList (значение CollectionDef.AnyList )
.tensorflow.CollectionDef.AnyList any_list = 5;
public CollectionDef.Builder mergeBytesList (значение CollectionDef.BytesList )
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public CollectionDef.Builder mergeFloatList (значение CollectionDef.FloatList )
.tensorflow.CollectionDef.FloatList float_list = 4;
public CollectionDef.Builder mergeFrom (вход com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
Броски
| Исключение IO |
|---|
public CollectionDef.Builder mergeInt64List (значение CollectionDef.Int64List )
.tensorflow.CollectionDef.Int64List int64_list = 3;
public CollectionDef.Builder mergeNodeList (значение CollectionDef.NodeList )
.tensorflow.CollectionDef.NodeList node_list = 1;
общедоступный финальный CollectionDef.Builder mergeUnknownFields (com.google.protobuf.UnknownFieldSetknownFields)
public CollectionDef.Builder setAnyList (значение CollectionDef.AnyList )
.tensorflow.CollectionDef.AnyList any_list = 5;
общедоступный CollectionDef.Builder setAnyList ( CollectionDef.AnyList.Builder builderForValue)
.tensorflow.CollectionDef.AnyList any_list = 5;
общедоступный CollectionDef.Builder setBytesList ( CollectionDef.BytesList.Builder builderForValue)
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public CollectionDef.Builder setBytesList (значение CollectionDef.BytesList )
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public CollectionDef.Builder setField (поле com.google.protobuf.Descriptors.FieldDescriptor, значение объекта)
public CollectionDef.Builder setFloatList (значение CollectionDef.FloatList )
.tensorflow.CollectionDef.FloatList float_list = 4;
общедоступный CollectionDef.Builder setFloatList ( CollectionDef.FloatList.Builder builderForValue)
.tensorflow.CollectionDef.FloatList float_list = 4;
public CollectionDef.Builder setInt64List (значение CollectionDef.Int64List )
.tensorflow.CollectionDef.Int64List int64_list = 3;
общедоступный CollectionDef.Builder setInt64List ( CollectionDef.Int64List.Builder builderForValue)
.tensorflow.CollectionDef.Int64List int64_list = 3;
общедоступный CollectionDef.Builder setNodeList ( CollectionDef.NodeList.Builder builderForValue)
.tensorflow.CollectionDef.NodeList node_list = 1;
public CollectionDef.Builder setNodeList (значение CollectionDef.NodeList )
.tensorflow.CollectionDef.NodeList node_list = 1;