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 วิธีการสาธารณะ
| CollectionDef.Builder | addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor ช่อง ค่าอ็อบเจ็กต์) |
| คอลเลกชันDef | สร้าง () |
| คอลเลกชันDef | สร้างบางส่วน () |
| CollectionDef.Builder | ชัดเจน () |
| CollectionDef.Builder | ชัดเจนรายการใด ๆ () .tensorflow.CollectionDef.AnyList any_list = 5; |
| CollectionDef.Builder | ล้างBytesList () .tensorflow.CollectionDef.BytesList bytes_list = 2; |
| CollectionDef.Builder | clearField (ฟิลด์ 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 | ชนิดชัดเจน () |
| CollectionDef.Builder | clearNodeList () .tensorflow.CollectionDef.NodeList node_list = 1; |
| CollectionDef.Builder | clearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof) |
| CollectionDef.Builder | โคลน () |
| 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; |
| คอลเลกชันDef | |
| com.google.protobuf.Descriptors.Descriptor แบบคงที่ขั้นสุดท้าย | รับคำอธิบาย () |
| 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; |
| บูลีน | มีรายการใด ๆ () .tensorflow.CollectionDef.AnyList any_list = 5; |
| บูลีน | hasBytesList () .tensorflow.CollectionDef.BytesList bytes_list = 2; |
| บูลีน | hasFloatList () .tensorflow.CollectionDef.FloatList float_list = 4; |
| บูลีน | hasInt64List () .tensorflow.CollectionDef.Int64List int64_list = 3; |
| บูลีน | มี NodeList () .tensorflow.CollectionDef.NodeList node_list = 1; |
| บูลีนสุดท้าย | |
| CollectionDef.Builder | |
| CollectionDef.Builder | |
| CollectionDef.Builder | |
| CollectionDef.Builder | mergeFrom (com.google.protobuf.ข้อความ อื่น ๆ ) |
| CollectionDef.Builder | mergeFrom (com.google.protobuf.CodedInputStream อินพุต com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
| CollectionDef.Builder | |
| CollectionDef.Builder | |
| CollectionDef.Builder สุดท้าย | 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 (ฟิลด์ com.google.protobuf.Descriptors.FieldDescriptor ค่าอ็อบเจ็กต์) |
| 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 (ฟิลด์ com.google.protobuf.Descriptors.FieldDescriptor, ดัชนี int, ค่าอ็อบเจ็กต์) |
| CollectionDef.Builder สุดท้าย | setUnknownFields (com.google.protobuf.UnknownFieldSetknownFields) |
วิธีการสืบทอด
วิธีการสาธารณะ
สาธารณะ CollectionDef.Builder addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor ฟิลด์ ค่าอ็อบเจ็กต์)
สาธารณะ CollectionDef.AnyList.Builder getAnyListBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
CollectionDef.AnyListOrBuilder สาธารณะ getAnyListOrBuilder ()
.tensorflow.CollectionDef.AnyList any_list = 5;
สาธารณะ CollectionDef.BytesList.Builder getBytesListBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
CollectionDef.BytesListOrBuilder สาธารณะ getBytesListOrBuilder ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
สาธารณะคงที่สุดท้าย com.google.protobuf.Descriptors.Descriptor getDescriptor ()
สาธารณะ com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()
สาธารณะ CollectionDef.FloatList.Builder getFloatListBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
CollectionDef.FloatListOrBuilder สาธารณะ getFloatListOrBuilder ()
.tensorflow.CollectionDef.FloatList float_list = 4;
สาธารณะ CollectionDef.Int64List.Builder getInt64ListBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
สาธารณะ CollectionDef.Int64ListOrBuilder getInt64ListOrBuilder ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
สาธารณะ CollectionDef.NodeList.Builder getNodeListBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
CollectionDef.NodeListOrBuilder สาธารณะ getNodeListOrBuilder ()
.tensorflow.CollectionDef.NodeList node_list = 1;
บูลีนสาธารณะ hasAnyList ()
.tensorflow.CollectionDef.AnyList any_list = 5;
hasBytesList บูลีนสาธารณะ ()
.tensorflow.CollectionDef.BytesList bytes_list = 2;
hasFloatList บูลีนสาธารณะ ()
.tensorflow.CollectionDef.FloatList float_list = 4;
บูลีนสาธารณะ hasInt64List ()
.tensorflow.CollectionDef.Int64List int64_list = 3;
บูลีนสาธารณะ hasNodeList ()
.tensorflow.CollectionDef.NodeList node_list = 1;
บูลีนสุดท้ายสาธารณะ isInitialized ()
สาธารณะ CollectionDef.Builder ผสานAnyList (ค่า CollectionDef.AnyList )
.tensorflow.CollectionDef.AnyList any_list = 5;
สาธารณะ CollectionDef.Builder mergeBytesList (ค่า CollectionDef.BytesList )
.tensorflow.CollectionDef.BytesList bytes_list = 2;
สาธารณะ CollectionDef.Builder mergeFloatList (ค่า CollectionDef.FloatList )
.tensorflow.CollectionDef.FloatList float_list = 4;
สาธารณะ CollectionDef.Builder ผสานจาก (com.google.protobuf.CodedInputStream อินพุต com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ขว้าง
| IOข้อยกเว้น |
|---|
สาธารณะ CollectionDef.Builder mergeInt64List (ค่า CollectionDef.Int64List )
.tensorflow.CollectionDef.Int64List int64_list = 3;
สาธารณะ CollectionDef.Builder mergeNodeList (ค่า CollectionDef.NodeList )
.tensorflow.CollectionDef.NodeList node_list = 1;
สาธารณะขั้นสุดท้าย CollectionDef.Builder ผสาน UnknownFields (com.google.protobuf.UnknownFieldSetknownFields)
สาธารณะ CollectionDef.Builder setAnyList (ค่า CollectionDef.AnyList )
.tensorflow.CollectionDef.AnyList any_list = 5;
สาธารณะ CollectionDef.Builder setAnyList ( CollectionDef.AnyList.Builder builderForValue)
.tensorflow.CollectionDef.AnyList any_list = 5;
สาธารณะ CollectionDef.Builder setBytesList ( CollectionDef.BytesList.Builder builderForValue)
.tensorflow.CollectionDef.BytesList bytes_list = 2;
สาธารณะ CollectionDef.Builder setBytesList (ค่า CollectionDef.BytesList )
.tensorflow.CollectionDef.BytesList bytes_list = 2;
สาธารณะ CollectionDef.Builder setField (com.google.protobuf.Descriptors.FieldDescriptor ฟิลด์ ค่าอ็อบเจ็กต์)
สาธารณะ CollectionDef.Builder setFloatList ( ค่า CollectionDef.FloatList )
.tensorflow.CollectionDef.FloatList float_list = 4;
สาธารณะ CollectionDef.Builder setFloatList ( CollectionDef.FloatList.Builder builderForValue)
.tensorflow.CollectionDef.FloatList float_list = 4;
สาธารณะ CollectionDef.Builder setInt64List (ค่า CollectionDef.Int64List )
.tensorflow.CollectionDef.Int64List int64_list = 3;
สาธารณะ CollectionDef.Builder setInt64List ( CollectionDef.Int64List.Builder builderForValue)
.tensorflow.CollectionDef.Int64List int64_list = 3;
สาธารณะ CollectionDef.Builder setNodeList ( CollectionDef.NodeList.Builder builderForValue)
.tensorflow.CollectionDef.NodeList node_list = 1;
สาธารณะ CollectionDef.Builder setNodeList (ค่า CollectionDef.NodeList )
.tensorflow.CollectionDef.NodeList node_list = 1;