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 روش های عمومی
| CollectionDef.Builder | addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor فیلد، مقدار Object) |
| CollectionDef | ساختن () |
| CollectionDef | ساخت جزئی () |
| CollectionDef.Builder | روشن () |
| CollectionDef.Builder | clearAnyList () .tensorflow.CollectionDef.AnyList any_list = 5; |
| CollectionDef.Builder | clearBytesList () .tensorflow.CollectionDef.BytesList bytes_list = 2; |
| CollectionDef.Builder | clearField (فیلد com.google.protobuf.Descriptors.FieldDescriptor) |
| CollectionDef.Builder | clearFloatList () .tensorflow.CollectionDef.FloatList float_list = 4; |
| CollectionDef.Builder | clearInt64List () .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 | کلون () |
| 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 | |
| نهایی 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 | 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; |
| بولی | hasAnyList () .tensorflow.CollectionDef.AnyList any_list = 5; |
| بولی | hasBytesList () .tensorflow.CollectionDef.BytesList bytes_list = 2; |
| بولی | hasFloatList () .tensorflow.CollectionDef.FloatList float_list = 4; |
| بولی | hasInt64List () .tensorflow.CollectionDef.Int64List int64_list = 3; |
| بولی | hasNodeList () .tensorflow.CollectionDef.NodeList node_list = 1; |
| بولی نهایی | |
| CollectionDef.Builder | |
| CollectionDef.Builder | |
| CollectionDef.Builder | |
| CollectionDef.Builder | mergeFrom (com.google.protobuf.Message other) |
| CollectionDef.Builder | mergeFrom (ورودی com.google.protobuf.CodedInputStream، com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
| CollectionDef.Builder | |
| CollectionDef.Builder | |
| نهایی CollectionDef.Builder | mergeUnknownFields (com.google.protobuf.UnknownFieldSetknownFields) |
| 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 (com.google.protobuf.Descriptors.FieldDescriptor فیلد، مقدار Object) |
| 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 (com.google.protobuf.Descriptors.FieldDescriptor، نمایه int، مقدار Object) |
| نهایی CollectionDef.Builder | setUnknownFields (com.google.protobuf.UnknownFieldSetknownFields) |
روش های ارثی
روش های عمومی
عمومی CollectionDef.Builder addRepeatedField (فیلد com.google.protobuf.Descriptors.FieldDescriptor، مقدار Object)
عمومی CollectionDef.AnyList.Builder getAnyListBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
عمومی CollectionDef.AnyListOrBuilder getAnyListOrBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
عمومی CollectionDef.BytesList.Builder getBytesListBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
عمومی CollectionDef.BytesListOrBuilder getBytesListOrBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()
عمومی com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()
عمومی CollectionDef.FloatList.Builder getFloatListBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
عمومی CollectionDef.FloatListOrBuilder getFloatListOrBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
عمومی CollectionDef.Int64List.Builder getInt64ListBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
عمومی CollectionDef.Int64ListOrBuilder getInt64ListOrBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
عمومی CollectionDef.NodeList.Builder getNodeListBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
عمومی CollectionDef.NodeListOrBuilder getNodeListOrBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
بولین عمومی hasAnyList ()
.tensorflow.CollectionDef.AnyList any_list = 5;
hasBytesList بولین عمومی ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
hasFloatList بولین عمومی ()
.tensorflow.CollectionDef.FloatList float_list = 4;
hasInt64List بولین عمومی ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
بولی عمومی hasNodeList ()
.tensorflow.CollectionDef.NodeList node_list = 1;
بولین نهایی عمومی isInitialized ()
عمومی CollectionDef.Builder mergeAnyList (مقدار CollectionDef.AnyList )
.tensorflow.CollectionDef.AnyList any_list = 5;
عمومی CollectionDef.Builder mergeBytesList (مقدار CollectionDef.BytesList )
.tensorflow.CollectionDef.BytesList bytes_list = 2;
عمومی CollectionDef.Builder mergeFloatList (مقدار CollectionDef.FloatList )
.tensorflow.CollectionDef.FloatList float_list = 4;
عمومی CollectionDef.Builder mergeFrom (com.google.protobuf.CodedInputStream ورودی، com.google.protobuf.ExtensionRegistryLite extensionRegistry)
پرتاب می کند
| IOException |
|---|
عمومی CollectionDef.Builder mergeInt64List (مقدار CollectionDef.Int64List )
.tensorflow.CollectionDef.Int64List int64_list = 3;
عمومی CollectionDef.Builder mergeNodeList (مقدار CollectionDef.NodeList )
.tensorflow.CollectionDef.NodeList node_list = 1;
عمومی نهایی CollectionDef.Builder mergeUnknownFields (com.google.protobuf.UnknownFieldSetknownFields)
عمومی CollectionDef.Builder setAnyList (مقدار CollectionDef.AnyList )
.tensorflow.CollectionDef.AnyList any_list = 5;
عمومی CollectionDef.Builder setAnyList ( CollectionDef.AnyList.Builder builderForValue)
.tensorflow.CollectionDef.AnyList any_list = 5;
عمومی CollectionDef.Builder setBytesList ( CollectionDef.BytesList.Builder builderForValue)
.tensorflow.CollectionDef.BytesList bytes_list = 2;
عمومی CollectionDef.Builder setBytesList (مقدار CollectionDef.BytesList )
.tensorflow.CollectionDef.BytesList bytes_list = 2;
public CollectionDef.Builder setField (com.google.protobuf.Descriptors.FieldDescriptor فیلد، مقدار Object)
مجموعه عمومی CollectionDef.Builder setFloatList (مقدار CollectionDef.FloatList )
.tensorflow.CollectionDef.FloatList float_list = 4;
عمومی CollectionDef.Builder setFloatList ( CollectionDef.FloatList.Builder builderForValue)
.tensorflow.CollectionDef.FloatList float_list = 4;
عمومی CollectionDef.Builder setInt64List (مقدار CollectionDef.Int64List )
.tensorflow.CollectionDef.Int64List int64_list = 3;
عمومی CollectionDef.Builder setInt64List ( CollectionDef.Int64List.Builder builderForValue)
.tensorflow.CollectionDef.Int64List int64_list = 3;
عمومی CollectionDef.Builder setNodeList ( CollectionDef.NodeList.Builder builderForValue)
.tensorflow.CollectionDef.NodeList node_list = 1;
عمومی CollectionDef.Builder setNodeList (مقدار CollectionDef.NodeList )
.tensorflow.CollectionDef.NodeList node_list = 1;