Package org.tensorflow.framework
Class NodeDef
java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessageV3
org.tensorflow.framework.NodeDef
- All Implemented Interfaces:
com.google.protobuf.Message,com.google.protobuf.MessageLite,com.google.protobuf.MessageLiteOrBuilder,com.google.protobuf.MessageOrBuilder,java.io.Serializable,NodeDefOrBuilder
public final class NodeDef extends com.google.protobuf.GeneratedMessageV3 implements NodeDefOrBuilder
Protobuf type
tensorflow.NodeDef- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static classNodeDef.BuilderProtobuf typetensorflow.NodeDefstatic classNodeDef.ExperimentalDebugInfoProtobuf typetensorflow.NodeDef.ExperimentalDebugInfostatic interfaceNodeDef.ExperimentalDebugInfoOrBuilderNested 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 intATTR_FIELD_NUMBERstatic intDEVICE_FIELD_NUMBERstatic intEXPERIMENTAL_DEBUG_INFO_FIELD_NUMBERstatic intINPUT_FIELD_NUMBERstatic intNAME_FIELD_NUMBERstatic intOP_FIELD_NUMBER -
Method Summary
Modifier and Type Method Description booleancontainsAttr(java.lang.String key)Operation-specific graph-construction-time configuration.booleanequals(java.lang.Object obj)java.util.Map<java.lang.String,AttrValue>getAttr()Deprecated.intgetAttrCount()Operation-specific graph-construction-time configuration.java.util.Map<java.lang.String,AttrValue>getAttrMap()Operation-specific graph-construction-time configuration.AttrValuegetAttrOrDefault(java.lang.String key, AttrValue defaultValue)Operation-specific graph-construction-time configuration.AttrValuegetAttrOrThrow(java.lang.String key)Operation-specific graph-construction-time configuration.static NodeDefgetDefaultInstance()NodeDefgetDefaultInstanceForType()static com.google.protobuf.Descriptors.DescriptorgetDescriptor()java.lang.StringgetDevice()A (possibly partial) specification for the device on which this node should be placed.com.google.protobuf.ByteStringgetDeviceBytes()A (possibly partial) specification for the device on which this node should be placed.NodeDef.ExperimentalDebugInfogetExperimentalDebugInfo()This stores debug information associated with the node.NodeDef.ExperimentalDebugInfoOrBuildergetExperimentalDebugInfoOrBuilder()This stores debug information associated with the node.java.lang.StringgetInput(int index)Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".com.google.protobuf.ByteStringgetInputBytes(int index)Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".intgetInputCount()Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".com.google.protobuf.ProtocolStringListgetInputList()Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".java.lang.StringgetName()The name given to this operator.com.google.protobuf.ByteStringgetNameBytes()The name given to this operator.java.lang.StringgetOp()The operation name.com.google.protobuf.ByteStringgetOpBytes()The operation name.com.google.protobuf.Parser<NodeDef>getParserForType()intgetSerializedSize()com.google.protobuf.UnknownFieldSetgetUnknownFields()booleanhasExperimentalDebugInfo()This stores debug information associated with the node.inthashCode()protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTableinternalGetFieldAccessorTable()protected com.google.protobuf.MapFieldinternalGetMapField(int number)booleanisInitialized()static NodeDef.BuildernewBuilder()static NodeDef.BuildernewBuilder(NodeDef prototype)NodeDef.BuildernewBuilderForType()protected NodeDef.BuildernewBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)protected java.lang.ObjectnewInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)static NodeDefparseDelimitedFrom(java.io.InputStream input)static NodeDefparseDelimitedFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)static NodeDefparseFrom(byte[] data)static NodeDefparseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)static NodeDefparseFrom(com.google.protobuf.ByteString data)static NodeDefparseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)static NodeDefparseFrom(com.google.protobuf.CodedInputStream input)static NodeDefparseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)static NodeDefparseFrom(java.io.InputStream input)static NodeDefparseFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)static NodeDefparseFrom(java.nio.ByteBuffer data)static NodeDefparseFrom(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)static com.google.protobuf.Parser<NodeDef>parser()NodeDef.BuildertoBuilder()voidwriteTo(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, writeStringNoTagMethods inherited from class com.google.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toStringMethods inherited from class com.google.protobuf.AbstractMessageLite
addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Field Details
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NAME_FIELD_NUMBER
public static final int NAME_FIELD_NUMBER- See Also:
- Constant Field Values
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OP_FIELD_NUMBER
public static final int OP_FIELD_NUMBER- See Also:
- Constant Field Values
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INPUT_FIELD_NUMBER
public static final int INPUT_FIELD_NUMBER- See Also:
- Constant Field Values
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DEVICE_FIELD_NUMBER
public static final int DEVICE_FIELD_NUMBER- See Also:
- Constant Field Values
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ATTR_FIELD_NUMBER
public static final int ATTR_FIELD_NUMBER- See Also:
- Constant Field Values
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EXPERIMENTAL_DEBUG_INFO_FIELD_NUMBER
public static final int EXPERIMENTAL_DEBUG_INFO_FIELD_NUMBER- See Also:
- Constant Field Values
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Method Details
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newInstance
protected java.lang.Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)- Overrides:
newInstancein classcom.google.protobuf.GeneratedMessageV3
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getUnknownFields
public final com.google.protobuf.UnknownFieldSet getUnknownFields()- Specified by:
getUnknownFieldsin interfacecom.google.protobuf.MessageOrBuilder- Overrides:
getUnknownFieldsin classcom.google.protobuf.GeneratedMessageV3
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getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor() -
internalGetMapField
protected com.google.protobuf.MapField internalGetMapField(int number)- Overrides:
internalGetMapFieldin classcom.google.protobuf.GeneratedMessageV3
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internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()- Specified by:
internalGetFieldAccessorTablein classcom.google.protobuf.GeneratedMessageV3
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getName
public java.lang.String getName()The name given to this operator. Used for naming inputs, logging, visualization, etc. Unique within a single GraphDef. Must match the regexp "[A-Za-z0-9.][A-Za-z0-9_>./]*".
string name = 1;- Specified by:
getNamein interfaceNodeDefOrBuilder- Returns:
- The name.
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getNameBytes
public com.google.protobuf.ByteString getNameBytes()The name given to this operator. Used for naming inputs, logging, visualization, etc. Unique within a single GraphDef. Must match the regexp "[A-Za-z0-9.][A-Za-z0-9_>./]*".
string name = 1;- Specified by:
getNameBytesin interfaceNodeDefOrBuilder- Returns:
- The bytes for name.
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getOp
public java.lang.String getOp()The operation name. There may be custom parameters in attrs. Op names starting with an underscore are reserved for internal use.
string op = 2;- Specified by:
getOpin interfaceNodeDefOrBuilder- Returns:
- The op.
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getOpBytes
public com.google.protobuf.ByteString getOpBytes()The operation name. There may be custom parameters in attrs. Op names starting with an underscore are reserved for internal use.
string op = 2;- Specified by:
getOpBytesin interfaceNodeDefOrBuilder- Returns:
- The bytes for op.
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getInputList
public com.google.protobuf.ProtocolStringList getInputList()Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node". If "src_output" is 0 the ":0" suffix can be omitted. Regular inputs may optionally be followed by control inputs that have the format "^node".
repeated string input = 3;- Specified by:
getInputListin interfaceNodeDefOrBuilder- Returns:
- A list containing the input.
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getInputCount
public int getInputCount()Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node". If "src_output" is 0 the ":0" suffix can be omitted. Regular inputs may optionally be followed by control inputs that have the format "^node".
repeated string input = 3;- Specified by:
getInputCountin interfaceNodeDefOrBuilder- Returns:
- The count of input.
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getInput
public java.lang.String getInput(int index)Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node". If "src_output" is 0 the ":0" suffix can be omitted. Regular inputs may optionally be followed by control inputs that have the format "^node".
repeated string input = 3;- Specified by:
getInputin interfaceNodeDefOrBuilder- Parameters:
index- The index of the element to return.- Returns:
- The input at the given index.
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getInputBytes
public com.google.protobuf.ByteString getInputBytes(int index)Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node". If "src_output" is 0 the ":0" suffix can be omitted. Regular inputs may optionally be followed by control inputs that have the format "^node".
repeated string input = 3;- Specified by:
getInputBytesin interfaceNodeDefOrBuilder- Parameters:
index- The index of the value to return.- Returns:
- The bytes of the input at the given index.
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getDevice
public java.lang.String getDevice()A (possibly partial) specification for the device on which this node should be placed. The expected syntax for this string is as follows: DEVICE_SPEC ::= PARTIAL_SPEC PARTIAL_SPEC ::= ("/" CONSTRAINT) * CONSTRAINT ::= ("job:" JOB_NAME) | ("replica:" [1-9][0-9]*) | ("task:" [1-9][0-9]*) | ("device:" [A-Za-z]* ":" ([1-9][0-9]* | "*") ) Valid values for this string include: * "/job:worker/replica:0/task:1/device:GPU:3" (full specification) * "/job:worker/device:GPU:3" (partial specification) * "" (no specification) If the constraints do not resolve to a single device (or if this field is empty or not present), the runtime will attempt to choose a device automatically.string device = 4;- Specified by:
getDevicein interfaceNodeDefOrBuilder- Returns:
- The device.
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getDeviceBytes
public com.google.protobuf.ByteString getDeviceBytes()A (possibly partial) specification for the device on which this node should be placed. The expected syntax for this string is as follows: DEVICE_SPEC ::= PARTIAL_SPEC PARTIAL_SPEC ::= ("/" CONSTRAINT) * CONSTRAINT ::= ("job:" JOB_NAME) | ("replica:" [1-9][0-9]*) | ("task:" [1-9][0-9]*) | ("device:" [A-Za-z]* ":" ([1-9][0-9]* | "*") ) Valid values for this string include: * "/job:worker/replica:0/task:1/device:GPU:3" (full specification) * "/job:worker/device:GPU:3" (partial specification) * "" (no specification) If the constraints do not resolve to a single device (or if this field is empty or not present), the runtime will attempt to choose a device automatically.string device = 4;- Specified by:
getDeviceBytesin interfaceNodeDefOrBuilder- Returns:
- The bytes for device.
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getAttrCount
public int getAttrCount()Description copied from interface:NodeDefOrBuilderOperation-specific graph-construction-time configuration. Note that this should include all attrs defined in the corresponding OpDef, including those with a value matching the default -- this allows the default to change and makes NodeDefs easier to interpret on their own. However, if an attr with a default is not specified in this list, the default will be used. The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and one of the names from the corresponding OpDef's attr field). The values must have a type matching the corresponding OpDef attr's type field. TODO(josh11b): Add some examples here showing best practices.
map<string, .tensorflow.AttrValue> attr = 5;- Specified by:
getAttrCountin interfaceNodeDefOrBuilder
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containsAttr
public boolean containsAttr(java.lang.String key)Operation-specific graph-construction-time configuration. Note that this should include all attrs defined in the corresponding OpDef, including those with a value matching the default -- this allows the default to change and makes NodeDefs easier to interpret on their own. However, if an attr with a default is not specified in this list, the default will be used. The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and one of the names from the corresponding OpDef's attr field). The values must have a type matching the corresponding OpDef attr's type field. TODO(josh11b): Add some examples here showing best practices.
map<string, .tensorflow.AttrValue> attr = 5;- Specified by:
containsAttrin interfaceNodeDefOrBuilder
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getAttr
Deprecated.UsegetAttrMap()instead.- Specified by:
getAttrin interfaceNodeDefOrBuilder
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getAttrMap
Operation-specific graph-construction-time configuration. Note that this should include all attrs defined in the corresponding OpDef, including those with a value matching the default -- this allows the default to change and makes NodeDefs easier to interpret on their own. However, if an attr with a default is not specified in this list, the default will be used. The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and one of the names from the corresponding OpDef's attr field). The values must have a type matching the corresponding OpDef attr's type field. TODO(josh11b): Add some examples here showing best practices.
map<string, .tensorflow.AttrValue> attr = 5;- Specified by:
getAttrMapin interfaceNodeDefOrBuilder
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getAttrOrDefault
Operation-specific graph-construction-time configuration. Note that this should include all attrs defined in the corresponding OpDef, including those with a value matching the default -- this allows the default to change and makes NodeDefs easier to interpret on their own. However, if an attr with a default is not specified in this list, the default will be used. The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and one of the names from the corresponding OpDef's attr field). The values must have a type matching the corresponding OpDef attr's type field. TODO(josh11b): Add some examples here showing best practices.
map<string, .tensorflow.AttrValue> attr = 5;- Specified by:
getAttrOrDefaultin interfaceNodeDefOrBuilder
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getAttrOrThrow
Operation-specific graph-construction-time configuration. Note that this should include all attrs defined in the corresponding OpDef, including those with a value matching the default -- this allows the default to change and makes NodeDefs easier to interpret on their own. However, if an attr with a default is not specified in this list, the default will be used. The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and one of the names from the corresponding OpDef's attr field). The values must have a type matching the corresponding OpDef attr's type field. TODO(josh11b): Add some examples here showing best practices.
map<string, .tensorflow.AttrValue> attr = 5;- Specified by:
getAttrOrThrowin interfaceNodeDefOrBuilder
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hasExperimentalDebugInfo
public boolean hasExperimentalDebugInfo()This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;- Specified by:
hasExperimentalDebugInfoin interfaceNodeDefOrBuilder- Returns:
- Whether the experimentalDebugInfo field is set.
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getExperimentalDebugInfo
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;- Specified by:
getExperimentalDebugInfoin interfaceNodeDefOrBuilder- Returns:
- The experimentalDebugInfo.
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getExperimentalDebugInfoOrBuilder
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;- Specified by:
getExperimentalDebugInfoOrBuilderin interfaceNodeDefOrBuilder
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isInitialized
public final boolean isInitialized()- Specified by:
isInitializedin interfacecom.google.protobuf.MessageLiteOrBuilder- Overrides:
isInitializedin classcom.google.protobuf.GeneratedMessageV3
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writeTo
public void writeTo(com.google.protobuf.CodedOutputStream output) throws java.io.IOException- Specified by:
writeToin interfacecom.google.protobuf.MessageLite- Overrides:
writeToin classcom.google.protobuf.GeneratedMessageV3- Throws:
java.io.IOException
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getSerializedSize
public int getSerializedSize()- Specified by:
getSerializedSizein interfacecom.google.protobuf.MessageLite- Overrides:
getSerializedSizein classcom.google.protobuf.GeneratedMessageV3
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equals
public boolean equals(java.lang.Object obj)- Specified by:
equalsin interfacecom.google.protobuf.Message- Overrides:
equalsin classcom.google.protobuf.AbstractMessage
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hashCode
public int hashCode()- Specified by:
hashCodein interfacecom.google.protobuf.Message- Overrides:
hashCodein classcom.google.protobuf.AbstractMessage
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parseFrom
public static NodeDef parseFrom(java.nio.ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException- Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException- Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException- Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException- Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException- Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException- Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
- Throws:
java.io.IOException
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parseFrom
public static NodeDef parseFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException- Throws:
java.io.IOException
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parseDelimitedFrom
- Throws:
java.io.IOException
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parseDelimitedFrom
public static NodeDef parseDelimitedFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException- Throws:
java.io.IOException
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parseFrom
public static NodeDef parseFrom(com.google.protobuf.CodedInputStream input) throws java.io.IOException- Throws:
java.io.IOException
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parseFrom
public static NodeDef parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException- Throws:
java.io.IOException
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newBuilderForType
- Specified by:
newBuilderForTypein interfacecom.google.protobuf.Message- Specified by:
newBuilderForTypein interfacecom.google.protobuf.MessageLite
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newBuilder
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newBuilder
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toBuilder
- Specified by:
toBuilderin interfacecom.google.protobuf.Message- Specified by:
toBuilderin interfacecom.google.protobuf.MessageLite
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newBuilderForType
protected NodeDef.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)- Specified by:
newBuilderForTypein classcom.google.protobuf.GeneratedMessageV3
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getDefaultInstance
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parser
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getParserForType
- Specified by:
getParserForTypein interfacecom.google.protobuf.Message- Specified by:
getParserForTypein interfacecom.google.protobuf.MessageLite- Overrides:
getParserForTypein classcom.google.protobuf.GeneratedMessageV3
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getDefaultInstanceForType
- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageLiteOrBuilder- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageOrBuilder
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