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
de type Protobuf.CollectionDef Méthodes publiques
CollectionDef.Builder | addRepeatedField (champ com.google.protobuf.Descriptors.FieldDescriptor, valeur de l'objet) |
CollectionDef | construire () |
CollectionDef | buildPartial () |
CollectionDef.Builder | clair () |
CollectionDef.Builder | clearAnyList () .tensorflow.CollectionDef.AnyList any_list = 5; |
CollectionDef.Builder | clearBytesList () .tensorflow.CollectionDef.BytesList bytes_list = 2; |
CollectionDef.Builder | clearField (champ com.google.protobuf.Descriptors.FieldDescriptor) |
CollectionDef.Builder | clearFloatList () .tensorflow.CollectionDef.FloatList float_list = 4; |
CollectionDef.Builder | clearInt64Liste () .tensorflow.CollectionDef.Int64List int64_list = 3; |
CollectionDef.Builder | clearKind () |
CollectionDef.Builder | clearNodeList () .tensorflow.CollectionDef.NodeList node_list = 1; |
CollectionDef.Builder | clearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof) |
CollectionDef.Builder | cloner () |
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 statique 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 | getInt64Liste () .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 | 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; |
booléen | hasAnyList () .tensorflow.CollectionDef.AnyList any_list = 5; |
booléen | hasBytesList () .tensorflow.CollectionDef.BytesList bytes_list = 2; |
booléen | hasFloatList () .tensorflow.CollectionDef.FloatList float_list = 4; |
booléen | hasInt64Liste () .tensorflow.CollectionDef.Int64List int64_list = 3; |
booléen | hasNodeList () .tensorflow.CollectionDef.NodeList node_list = 1; |
booléen final | |
CollectionDef.Builder | |
CollectionDef.Builder | mergeBytesList (valeur CollectionDef.BytesList ) .tensorflow.CollectionDef.BytesList bytes_list = 2; |
CollectionDef.Builder | mergeFloatList (valeur CollectionDef.FloatList ) .tensorflow.CollectionDef.FloatList float_list = 4; |
CollectionDef.Builder | mergeFrom (com.google.protobuf.Message autre) |
CollectionDef.Builder | mergeFrom (entrée com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
CollectionDef.Builder | mergeInt64List (valeur CollectionDef.Int64List ) .tensorflow.CollectionDef.Int64List int64_list = 3; |
CollectionDef.Builder | |
CollectionDef.Builder finale | mergeUnknownFields (com.google.protobuf.UnknownFieldSet inconnuFields) |
CollectionDef.Builder | |
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 | |
CollectionDef.Builder | setField (champ com.google.protobuf.Descriptors.FieldDescriptor, valeur de l'objet) |
CollectionDef.Builder | |
CollectionDef.Builder | setFloatList ( CollectionDef.FloatList.Builder builderForValue) .tensorflow.CollectionDef.FloatList float_list = 4; |
CollectionDef.Builder | |
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 | |
CollectionDef.Builder | setRepeatedField (champ com.google.protobuf.Descriptors.FieldDescriptor, index int, valeur de l'objet) |
CollectionDef.Builder finale | setUnknownFields (com.google.protobuf.UnknownFieldSet inconnuFields) |
Méthodes héritées
Méthodes publiques
public CollectionDef.Builder addRepeatedField (champ com.google.protobuf.Descriptors.FieldDescriptor, valeur de l'objet)
public CollectionDef.AnyList.Builder getAnyListBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
public CollectionDef.AnyListOrBuilder getAnyListOrBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
public CollectionDef.BytesList.Builder getBytesListBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public CollectionDef.BytesListOrBuilder getBytesListOrBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public statique final com.google.protobuf.Descriptors.Descriptor getDescriptor ()
public com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()
public CollectionDef.FloatList.Builder getFloatListBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
public CollectionDef.FloatListOrBuilder getFloatListOrBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
public CollectionDef.Int64List.Builder getInt64ListBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
public CollectionDef.Int64ListOrBuilder getInt64ListOrBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
public CollectionDef.NodeList.Builder getNodeListBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
public CollectionDef.NodeListOrBuilder getNodeListOrBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
public booléen hasAnyList ()
.tensorflow.CollectionDef.AnyList any_list = 5;
public booléen hasBytesList ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public booléen hasFloatList ()
.tensorflow.CollectionDef.FloatList float_list = 4;
public booléen hasInt64List ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
public booléen hasNodeList ()
.tensorflow.CollectionDef.NodeList node_list = 1;
public final booléen isInitialized ()
public CollectionDef.Builder mergeAnyList (valeur CollectionDef.AnyList )
.tensorflow.CollectionDef.AnyList any_list = 5;
public CollectionDef.Builder mergeBytesList (valeur CollectionDef.BytesList )
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public CollectionDef.Builder mergeFloatList (valeur CollectionDef.FloatList )
.tensorflow.CollectionDef.FloatList float_list = 4;
public CollectionDef.Builder mergeFrom (entrée com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Jetés
IOException |
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public CollectionDef.Builder mergeInt64List (valeur CollectionDef.Int64List )
.tensorflow.CollectionDef.Int64List int64_list = 3;
public CollectionDef.Builder mergeNodeList (valeur CollectionDef.NodeList )
.tensorflow.CollectionDef.NodeList node_list = 1;
public final CollectionDef.Builder mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)
public CollectionDef.Builder setAnyList (valeur CollectionDef.AnyList )
.tensorflow.CollectionDef.AnyList any_list = 5;
public CollectionDef.Builder setAnyList ( CollectionDef.AnyList.Builder builderForValue)
.tensorflow.CollectionDef.AnyList any_list = 5;
public CollectionDef.Builder setBytesList ( CollectionDef.BytesList.Builder builderForValue)
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public CollectionDef.Builder setBytesList (valeur CollectionDef.BytesList )
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public CollectionDef.Builder setField (champ com.google.protobuf.Descriptors.FieldDescriptor, valeur de l'objet)
public CollectionDef.Builder setFloatList (valeur CollectionDef.FloatList )
.tensorflow.CollectionDef.FloatList float_list = 4;
public CollectionDef.Builder setFloatList ( CollectionDef.FloatList.Builder builderForValue)
.tensorflow.CollectionDef.FloatList float_list = 4;
public CollectionDef.Builder setInt64List (valeur CollectionDef.Int64List )
.tensorflow.CollectionDef.Int64List int64_list = 3;
public CollectionDef.Builder setInt64List ( CollectionDef.Int64List.Builder builderForValue)
.tensorflow.CollectionDef.Int64List int64_list = 3;
public CollectionDef.Builder setNodeList ( CollectionDef.NodeList.Builder builderForValue)
.tensorflow.CollectionDef.NodeList node_list = 1;
public CollectionDef.Builder setNodeList (valeur CollectionDef.NodeList )
.tensorflow.CollectionDef.NodeList node_list = 1;