Package org.platanios.tensorflow.proto
Class SignatureDef
- java.lang.Object
-
- com.google.protobuf.AbstractMessageLite
-
- com.google.protobuf.AbstractMessage
-
- com.google.protobuf.GeneratedMessageV3
-
- org.platanios.tensorflow.proto.SignatureDef
-
- All Implemented Interfaces:
com.google.protobuf.Message
,com.google.protobuf.MessageLite
,com.google.protobuf.MessageLiteOrBuilder
,com.google.protobuf.MessageOrBuilder
,java.io.Serializable
,SignatureDefOrBuilder
public final class SignatureDef extends com.google.protobuf.GeneratedMessageV3 implements SignatureDefOrBuilder
SignatureDef defines the signature of a computation supported by a TensorFlow graph. For example, a model with two loss computations, sharing a single input, might have the following signature_def map. Note that across the two SignatureDefs "loss_A" and "loss_B", the input key, output key, and method_name are identical, and will be used by system(s) that implement or rely upon this particular loss method. The output tensor names differ, demonstrating how different outputs can exist for the same method. signature_def { key: "loss_A" value { inputs { key: "input" value { name: "input:0" dtype: DT_STRING tensor_shape: ... } } outputs { key: "loss_output" value { name: "loss_output_A:0" dtype: DT_FLOAT tensor_shape: ... } } } ... method_name: "some/package/compute_loss" } signature_def { key: "loss_B" value { inputs { key: "input" value { name: "input:0" dtype: DT_STRING tensor_shape: ... } } outputs { key: "loss_output" value { name: "loss_output_B:0" dtype: DT_FLOAT tensor_shape: ... } } } ... method_name: "some/package/compute_loss" }
Protobuf typeorg.platanios.tensorflow.proto.SignatureDef
- See Also:
- Serialized Form
-
-
Nested Class Summary
Nested Classes Modifier and Type Class Description static class
SignatureDef.Builder
SignatureDef defines the signature of a computation supported by a TensorFlow graph.-
Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3
com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter
-
-
Field Summary
Fields Modifier and Type Field Description static int
INPUTS_FIELD_NUMBER
static int
METHOD_NAME_FIELD_NUMBER
static int
OUTPUTS_FIELD_NUMBER
-
Method Summary
All Methods Static Methods Instance Methods Concrete Methods Deprecated Methods Modifier and Type Method Description boolean
containsInputs(java.lang.String key)
Named input parameters.boolean
containsOutputs(java.lang.String key)
Named output parameters.boolean
equals(java.lang.Object obj)
static SignatureDef
getDefaultInstance()
SignatureDef
getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor
getDescriptor()
java.util.Map<java.lang.String,TensorInfo>
getInputs()
Deprecated.int
getInputsCount()
Named input parameters.java.util.Map<java.lang.String,TensorInfo>
getInputsMap()
Named input parameters.TensorInfo
getInputsOrDefault(java.lang.String key, TensorInfo defaultValue)
Named input parameters.TensorInfo
getInputsOrThrow(java.lang.String key)
Named input parameters.java.lang.String
getMethodName()
Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.com.google.protobuf.ByteString
getMethodNameBytes()
Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.java.util.Map<java.lang.String,TensorInfo>
getOutputs()
Deprecated.int
getOutputsCount()
Named output parameters.java.util.Map<java.lang.String,TensorInfo>
getOutputsMap()
Named output parameters.TensorInfo
getOutputsOrDefault(java.lang.String key, TensorInfo defaultValue)
Named output parameters.TensorInfo
getOutputsOrThrow(java.lang.String key)
Named output parameters.com.google.protobuf.Parser<SignatureDef>
getParserForType()
int
getSerializedSize()
com.google.protobuf.UnknownFieldSet
getUnknownFields()
int
hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable
internalGetFieldAccessorTable()
protected com.google.protobuf.MapField
internalGetMapField(int number)
boolean
isInitialized()
static SignatureDef.Builder
newBuilder()
static SignatureDef.Builder
newBuilder(SignatureDef prototype)
SignatureDef.Builder
newBuilderForType()
protected SignatureDef.Builder
newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected java.lang.Object
newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static SignatureDef
parseDelimitedFrom(java.io.InputStream input)
static SignatureDef
parseDelimitedFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef
parseFrom(byte[] data)
static SignatureDef
parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef
parseFrom(com.google.protobuf.ByteString data)
static SignatureDef
parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef
parseFrom(com.google.protobuf.CodedInputStream input)
static SignatureDef
parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef
parseFrom(java.io.InputStream input)
static SignatureDef
parseFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef
parseFrom(java.nio.ByteBuffer data)
static SignatureDef
parseFrom(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<SignatureDef>
parser()
SignatureDef.Builder
toBuilder()
void
writeTo(com.google.protobuf.CodedOutputStream output)
-
Methods inherited from class com.google.protobuf.GeneratedMessageV3
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag
-
Methods inherited from class com.google.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString
-
Methods inherited from class com.google.protobuf.AbstractMessageLite
addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo
-
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
-
-
-
-
Field Detail
-
INPUTS_FIELD_NUMBER
public static final int INPUTS_FIELD_NUMBER
- See Also:
- Constant Field Values
-
OUTPUTS_FIELD_NUMBER
public static final int OUTPUTS_FIELD_NUMBER
- See Also:
- Constant Field Values
-
METHOD_NAME_FIELD_NUMBER
public static final int METHOD_NAME_FIELD_NUMBER
- See Also:
- Constant Field Values
-
-
Method Detail
-
newInstance
protected java.lang.Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
- Overrides:
newInstance
in classcom.google.protobuf.GeneratedMessageV3
-
getUnknownFields
public final com.google.protobuf.UnknownFieldSet getUnknownFields()
- Specified by:
getUnknownFields
in interfacecom.google.protobuf.MessageOrBuilder
- Overrides:
getUnknownFields
in classcom.google.protobuf.GeneratedMessageV3
-
getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
-
internalGetMapField
protected com.google.protobuf.MapField internalGetMapField(int number)
- Overrides:
internalGetMapField
in classcom.google.protobuf.GeneratedMessageV3
-
internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
- Specified by:
internalGetFieldAccessorTable
in classcom.google.protobuf.GeneratedMessageV3
-
getInputsCount
public int getInputsCount()
Description copied from interface:SignatureDefOrBuilder
Named input parameters.
map<string, .org.platanios.tensorflow.proto.TensorInfo> inputs = 1;
- Specified by:
getInputsCount
in interfaceSignatureDefOrBuilder
-
containsInputs
public boolean containsInputs(java.lang.String key)
Named input parameters.
map<string, .org.platanios.tensorflow.proto.TensorInfo> inputs = 1;
- Specified by:
containsInputs
in interfaceSignatureDefOrBuilder
-
getInputs
@Deprecated public java.util.Map<java.lang.String,TensorInfo> getInputs()
Deprecated.UsegetInputsMap()
instead.- Specified by:
getInputs
in interfaceSignatureDefOrBuilder
-
getInputsMap
public java.util.Map<java.lang.String,TensorInfo> getInputsMap()
Named input parameters.
map<string, .org.platanios.tensorflow.proto.TensorInfo> inputs = 1;
- Specified by:
getInputsMap
in interfaceSignatureDefOrBuilder
-
getInputsOrDefault
public TensorInfo getInputsOrDefault(java.lang.String key, TensorInfo defaultValue)
Named input parameters.
map<string, .org.platanios.tensorflow.proto.TensorInfo> inputs = 1;
- Specified by:
getInputsOrDefault
in interfaceSignatureDefOrBuilder
-
getInputsOrThrow
public TensorInfo getInputsOrThrow(java.lang.String key)
Named input parameters.
map<string, .org.platanios.tensorflow.proto.TensorInfo> inputs = 1;
- Specified by:
getInputsOrThrow
in interfaceSignatureDefOrBuilder
-
getOutputsCount
public int getOutputsCount()
Description copied from interface:SignatureDefOrBuilder
Named output parameters.
map<string, .org.platanios.tensorflow.proto.TensorInfo> outputs = 2;
- Specified by:
getOutputsCount
in interfaceSignatureDefOrBuilder
-
containsOutputs
public boolean containsOutputs(java.lang.String key)
Named output parameters.
map<string, .org.platanios.tensorflow.proto.TensorInfo> outputs = 2;
- Specified by:
containsOutputs
in interfaceSignatureDefOrBuilder
-
getOutputs
@Deprecated public java.util.Map<java.lang.String,TensorInfo> getOutputs()
Deprecated.UsegetOutputsMap()
instead.- Specified by:
getOutputs
in interfaceSignatureDefOrBuilder
-
getOutputsMap
public java.util.Map<java.lang.String,TensorInfo> getOutputsMap()
Named output parameters.
map<string, .org.platanios.tensorflow.proto.TensorInfo> outputs = 2;
- Specified by:
getOutputsMap
in interfaceSignatureDefOrBuilder
-
getOutputsOrDefault
public TensorInfo getOutputsOrDefault(java.lang.String key, TensorInfo defaultValue)
Named output parameters.
map<string, .org.platanios.tensorflow.proto.TensorInfo> outputs = 2;
- Specified by:
getOutputsOrDefault
in interfaceSignatureDefOrBuilder
-
getOutputsOrThrow
public TensorInfo getOutputsOrThrow(java.lang.String key)
Named output parameters.
map<string, .org.platanios.tensorflow.proto.TensorInfo> outputs = 2;
- Specified by:
getOutputsOrThrow
in interfaceSignatureDefOrBuilder
-
getMethodName
public java.lang.String getMethodName()
Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method. This enables producers and consumers of SignatureDefs, e.g. a model definition library and a serving library to have a clear hand-off regarding the semantics of a computation. Note that multiple SignatureDefs in a single MetaGraphDef may have the same method_name. This is commonly used to support multi-headed computation, where a single graph computation may return multiple results.
string method_name = 3;
- Specified by:
getMethodName
in interfaceSignatureDefOrBuilder
- Returns:
- The methodName.
-
getMethodNameBytes
public com.google.protobuf.ByteString getMethodNameBytes()
Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method. This enables producers and consumers of SignatureDefs, e.g. a model definition library and a serving library to have a clear hand-off regarding the semantics of a computation. Note that multiple SignatureDefs in a single MetaGraphDef may have the same method_name. This is commonly used to support multi-headed computation, where a single graph computation may return multiple results.
string method_name = 3;
- Specified by:
getMethodNameBytes
in interfaceSignatureDefOrBuilder
- Returns:
- The bytes for methodName.
-
isInitialized
public final boolean isInitialized()
- Specified by:
isInitialized
in interfacecom.google.protobuf.MessageLiteOrBuilder
- Overrides:
isInitialized
in classcom.google.protobuf.GeneratedMessageV3
-
writeTo
public void writeTo(com.google.protobuf.CodedOutputStream output) throws java.io.IOException
- Specified by:
writeTo
in interfacecom.google.protobuf.MessageLite
- Overrides:
writeTo
in classcom.google.protobuf.GeneratedMessageV3
- Throws:
java.io.IOException
-
getSerializedSize
public int getSerializedSize()
- Specified by:
getSerializedSize
in interfacecom.google.protobuf.MessageLite
- Overrides:
getSerializedSize
in classcom.google.protobuf.GeneratedMessageV3
-
equals
public boolean equals(java.lang.Object obj)
- Specified by:
equals
in interfacecom.google.protobuf.Message
- Overrides:
equals
in classcom.google.protobuf.AbstractMessage
-
hashCode
public int hashCode()
- Specified by:
hashCode
in interfacecom.google.protobuf.Message
- Overrides:
hashCode
in classcom.google.protobuf.AbstractMessage
-
parseFrom
public static SignatureDef parseFrom(java.nio.ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
-
parseFrom
public static SignatureDef parseFrom(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
-
parseFrom
public static SignatureDef parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
-
parseFrom
public static SignatureDef parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
-
parseFrom
public static SignatureDef parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
-
parseFrom
public static SignatureDef parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
-
parseFrom
public static SignatureDef parseFrom(java.io.InputStream input) throws java.io.IOException
- Throws:
java.io.IOException
-
parseFrom
public static SignatureDef parseFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
- Throws:
java.io.IOException
-
parseDelimitedFrom
public static SignatureDef parseDelimitedFrom(java.io.InputStream input) throws java.io.IOException
- Throws:
java.io.IOException
-
parseDelimitedFrom
public static SignatureDef parseDelimitedFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
- Throws:
java.io.IOException
-
parseFrom
public static SignatureDef parseFrom(com.google.protobuf.CodedInputStream input) throws java.io.IOException
- Throws:
java.io.IOException
-
parseFrom
public static SignatureDef parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
- Throws:
java.io.IOException
-
newBuilderForType
public SignatureDef.Builder newBuilderForType()
- Specified by:
newBuilderForType
in interfacecom.google.protobuf.Message
- Specified by:
newBuilderForType
in interfacecom.google.protobuf.MessageLite
-
newBuilder
public static SignatureDef.Builder newBuilder()
-
newBuilder
public static SignatureDef.Builder newBuilder(SignatureDef prototype)
-
toBuilder
public SignatureDef.Builder toBuilder()
- Specified by:
toBuilder
in interfacecom.google.protobuf.Message
- Specified by:
toBuilder
in interfacecom.google.protobuf.MessageLite
-
newBuilderForType
protected SignatureDef.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
- Specified by:
newBuilderForType
in classcom.google.protobuf.GeneratedMessageV3
-
getDefaultInstance
public static SignatureDef getDefaultInstance()
-
parser
public static com.google.protobuf.Parser<SignatureDef> parser()
-
getParserForType
public com.google.protobuf.Parser<SignatureDef> getParserForType()
- Specified by:
getParserForType
in interfacecom.google.protobuf.Message
- Specified by:
getParserForType
in interfacecom.google.protobuf.MessageLite
- Overrides:
getParserForType
in classcom.google.protobuf.GeneratedMessageV3
-
getDefaultInstanceForType
public SignatureDef getDefaultInstanceForType()
- Specified by:
getDefaultInstanceForType
in interfacecom.google.protobuf.MessageLiteOrBuilder
- Specified by:
getDefaultInstanceForType
in interfacecom.google.protobuf.MessageOrBuilder
-
-