CollectionDef

public final class CollectionDef

 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

Nested Classes

class	CollectionDef.AnyList	AnyList is used for collecting Any protos.
interface	CollectionDef.AnyListOrBuilder
class	CollectionDef.Builder	CollectionDef should cover most collections.
class	CollectionDef.BytesList	BytesList is used for collecting strings and serialized protobufs.
interface	CollectionDef.BytesListOrBuilder
class	CollectionDef.FloatList	FloatList is used for collecting float values.
interface	CollectionDef.FloatListOrBuilder
class	CollectionDef.Int64List	Int64List is used for collecting int, int64 and long values.
interface	CollectionDef.Int64ListOrBuilder
enum	CollectionDef.KindCase
class	CollectionDef.NodeList	NodeList is used for collecting nodes in graph.
interface	CollectionDef.NodeListOrBuilder

Constants

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

Public Methods

boolean	equals(Object obj)
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;`
static CollectionDef	getDefaultInstance()
CollectionDef	getDefaultInstanceForType()
final static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
CollectionDef.FloatList	getFloatList() `.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.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;`
	getParserForType()
int	getSerializedSize()
final com.google.protobuf.UnknownFieldSet	getUnknownFields()
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;`
int	hashCode()
final boolean	isInitialized()
static CollectionDef.Builder	newBuilder(CollectionDef prototype)
static CollectionDef.Builder	newBuilder()
CollectionDef.Builder	newBuilderForType()
static CollectionDef	parseDelimitedFrom(InputStream input)
static CollectionDef	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static CollectionDef	parseFrom(ByteBuffer data)
static CollectionDef	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static CollectionDef	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static CollectionDef	parseFrom(com.google.protobuf.CodedInputStream input)
static CollectionDef	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static CollectionDef	parseFrom(com.google.protobuf.ByteString data)
static CollectionDef	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static CollectionDef	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static	parser()
CollectionDef.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Inherited Methods

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.proto.framework.CollectionDefOrBuilder

abstract CollectionDef.AnyList	getAnyList() `.tensorflow.CollectionDef.AnyList any_list = 5;`
abstract CollectionDef.AnyListOrBuilder	getAnyListOrBuilder() `.tensorflow.CollectionDef.AnyList any_list = 5;`
abstract CollectionDef.BytesList	getBytesList() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
abstract CollectionDef.BytesListOrBuilder	getBytesListOrBuilder() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
abstract CollectionDef.FloatList	getFloatList() `.tensorflow.CollectionDef.FloatList float_list = 4;`
abstract CollectionDef.FloatListOrBuilder	getFloatListOrBuilder() `.tensorflow.CollectionDef.FloatList float_list = 4;`
abstract CollectionDef.Int64List	getInt64List() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
abstract CollectionDef.Int64ListOrBuilder	getInt64ListOrBuilder() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
abstract CollectionDef.KindCase	getKindCase()
abstract CollectionDef.NodeList	getNodeList() `.tensorflow.CollectionDef.NodeList node_list = 1;`
abstract CollectionDef.NodeListOrBuilder	getNodeListOrBuilder() `.tensorflow.CollectionDef.NodeList node_list = 1;`
abstract boolean	hasAnyList() `.tensorflow.CollectionDef.AnyList any_list = 5;`
abstract boolean	hasBytesList() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
abstract boolean	hasFloatList() `.tensorflow.CollectionDef.FloatList float_list = 4;`
abstract boolean	hasInt64List() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
abstract boolean	hasNodeList() `.tensorflow.CollectionDef.NodeList node_list = 1;`

Constants

public static final int ANY_LIST_FIELD_NUMBER

Constant Value: 5

public static final int BYTES_LIST_FIELD_NUMBER

Constant Value: 2

public static final int FLOAT_LIST_FIELD_NUMBER

Constant Value: 4

public static final int INT64_LIST_FIELD_NUMBER

Constant Value: 3

public static final int NODE_LIST_FIELD_NUMBER

Constant Value: 1

Public Methods

public boolean equals (Object obj)

public CollectionDef.AnyList getAnyList ()

.tensorflow.CollectionDef.AnyList any_list = 5;

public CollectionDef.AnyListOrBuilder getAnyListOrBuilder ()

.tensorflow.CollectionDef.AnyList any_list = 5;

public CollectionDef.BytesList getBytesList ()

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public CollectionDef.BytesListOrBuilder getBytesListOrBuilder ()

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public static CollectionDef getDefaultInstance ()

public CollectionDef getDefaultInstanceForType ()

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()

public CollectionDef.FloatList getFloatList ()

.tensorflow.CollectionDef.FloatList float_list = 4;

public CollectionDef.FloatListOrBuilder getFloatListOrBuilder ()

.tensorflow.CollectionDef.FloatList float_list = 4;

public CollectionDef.Int64List getInt64List ()

.tensorflow.CollectionDef.Int64List int64_list = 3;

public CollectionDef.Int64ListOrBuilder getInt64ListOrBuilder ()

.tensorflow.CollectionDef.Int64List int64_list = 3;

public CollectionDef.KindCase getKindCase ()

public CollectionDef.NodeList getNodeList ()

.tensorflow.CollectionDef.NodeList node_list = 1;

public CollectionDef.NodeListOrBuilder getNodeListOrBuilder ()

.tensorflow.CollectionDef.NodeList node_list = 1;

public getParserForType ()

public int getSerializedSize ()

public final com.google.protobuf.UnknownFieldSet getUnknownFields ()

public boolean hasAnyList ()

.tensorflow.CollectionDef.AnyList any_list = 5;

public boolean hasBytesList ()

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public boolean hasFloatList ()

.tensorflow.CollectionDef.FloatList float_list = 4;

public boolean hasInt64List ()

.tensorflow.CollectionDef.Int64List int64_list = 3;

public boolean hasNodeList ()

.tensorflow.CollectionDef.NodeList node_list = 1;

public int hashCode ()

public final boolean isInitialized ()

public static CollectionDef.Builder newBuilder (CollectionDef prototype)

public static CollectionDef.Builder newBuilder ()

public CollectionDef.Builder newBuilderForType ()

public static CollectionDef parseDelimitedFrom (InputStream input)

Throws

IOException

public static CollectionDef parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static CollectionDef parseFrom (ByteBuffer data)

Throws

InvalidProtocolBufferException

public static CollectionDef parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static CollectionDef parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static CollectionDef parseFrom (com.google.protobuf.CodedInputStream input)

Throws

IOException

public static CollectionDef parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static CollectionDef parseFrom (com.google.protobuf.ByteString data)

Throws

InvalidProtocolBufferException

public static CollectionDef parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static CollectionDef parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static parser ()

public CollectionDef.Builder toBuilder ()

public void writeTo (com.google.protobuf.CodedOutputStream output)

Throws

IOException