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 Classes imbriquées
classe | CollectionDef.AnyList | AnyList is used for collecting Any protos. | |
interface | CollectionDef.AnyListOrBuilder | ||
classe | CollectionDef.Builder | CollectionDef should cover most collections. | |
classe | CollectionDef.BytesList | BytesList is used for collecting strings and serialized protobufs. | |
interface | CollectionDef.BytesListOrBuilder | ||
classe | CollectionDef.FloatList | FloatList is used for collecting float values. | |
interface | CollectionDef.FloatListOrBuilder | ||
classe | CollectionDef.Int64List | Int64List is used for collecting int, int64 and long values. | |
interface | CollectionDef.Int64ListOrBuilder | ||
énumération | CollectionDef.KindCase | ||
classe | CollectionDef.NodeList | NodeList is used for collecting nodes in graph. | |
interface | CollectionDef.NodeListOrBuilder |
Constantes
int | ANY_LIST_FIELD_NUMBER | |
int | BYTES_LIST_FIELD_NUMBER | |
int | FLOAT_LIST_FIELD_NUMBER | |
int | INT64_LIST_FIELD_NUMBER | |
int | NODE_LIST_FIELD_NUMBER |
Méthodes publiques
booléen | est égal (Obj objet) |
CollectionDef.AnyList | getAnyList () .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.BytesListOrBuilder | getBytesListOrBuilder () .tensorflow.CollectionDef.BytesList bytes_list = 2; |
CollectionDef statique | |
CollectionDef | |
final statique com.google.protobuf.Descriptors.Descriptor | |
CollectionDef.FloatList | getFloatList () .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.Int64ListOrBuilder | getInt64ListOrBuilder () .tensorflow.CollectionDef.Int64List int64_list = 3; |
CollectionDef.KindCase | getKindCase () |
CollectionDef.NodeList | getNodeList () .tensorflow.CollectionDef.NodeList node_list = 1; |
CollectionDef.NodeListOrBuilder | getNodeListOrBuilder () .tensorflow.CollectionDef.NodeList node_list = 1; |
int | |
final com.google.protobuf.UnknownFieldSet | |
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; |
int | |
booléen final | |
CollectionDef.Builder statique | newBuilder (prototype CollectionDef ) |
CollectionDef.Builder statique | |
CollectionDef.Builder | |
CollectionDef statique | parseDelimitedFrom (entrée InputStream) |
CollectionDef statique | parseDelimitedFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
CollectionDef statique | parseFrom (données ByteBuffer) |
CollectionDef statique | parseFrom (entrée com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
CollectionDef statique | parseFrom (données ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
CollectionDef statique | parseFrom (entrée com.google.protobuf.CodedInputStream) |
CollectionDef statique | parseFrom (données octet[], com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
CollectionDef statique | parseFrom (données com.google.protobuf.ByteString) |
CollectionDef statique | parseFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
CollectionDef statique | parseFrom (données com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
statique | analyseur () |
CollectionDef.Builder | toBuilder () |
vide | writeTo (sortie com.google.protobuf.CodedOutputStream) |
Méthodes héritées
Constantes
public statique final int ANY_LIST_FIELD_NUMBER
public statique final int BYTES_LIST_FIELD_NUMBER
public statique final int FLOAT_LIST_FIELD_NUMBER
public statique final int INT64_LIST_FIELD_NUMBER
public statique final int NODE_LIST_FIELD_NUMBER
Méthodes publiques
public booléen égal (Objet obj)
public CollectionDef.AnyListOrBuilder getAnyListOrBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
public CollectionDef.BytesListOrBuilder getBytesListOrBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public statique final com.google.protobuf.Descriptors.Descriptor getDescriptor ()
public CollectionDef.FloatListOrBuilder getFloatListOrBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
public CollectionDef.Int64ListOrBuilder getInt64ListOrBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
public CollectionDef.NodeListOrBuilder getNodeListOrBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
publique getParserForType ()
public int getSerializedSize ()
public final com.google.protobuf.UnknownFieldSet getUnknownFields ()
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;
code de hachage int public ()
public final booléen isInitialized ()
public static CollectionDef parseDelimitedFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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public static CollectionDef parseFrom (entrée com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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public static CollectionDef parseFrom (données ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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public static CollectionDef parseFrom (entrée com.google.protobuf.CodedInputStream)
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public static CollectionDef parseFrom (données octet[], com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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InvalidProtocolBufferException |
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public statique CollectionDef parseFrom (données com.google.protobuf.ByteString)
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InvalidProtocolBufferException |
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public static CollectionDef parseFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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public static CollectionDef parseFrom (données com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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public statique analyseur ()
public void writeTo (sortie com.google.protobuf.CodedOutputStream)
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