Package org.tensorflow.framework
Class NodeDef
- java.lang.Object
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- org.nd4j.shade.protobuf.AbstractMessageLite
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- org.nd4j.shade.protobuf.AbstractMessage
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- org.nd4j.shade.protobuf.GeneratedMessageV3
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- org.tensorflow.framework.NodeDef
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- All Implemented Interfaces:
Serializable
,org.nd4j.shade.protobuf.Message
,org.nd4j.shade.protobuf.MessageLite
,org.nd4j.shade.protobuf.MessageLiteOrBuilder
,org.nd4j.shade.protobuf.MessageOrBuilder
,NodeDefOrBuilder
public final class NodeDef extends org.nd4j.shade.protobuf.GeneratedMessageV3 implements NodeDefOrBuilder
Protobuf typetensorflow.NodeDef
- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static class
NodeDef.Builder
Protobuf typetensorflow.NodeDef
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Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3
org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable, org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter
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Field Summary
Fields Modifier and Type Field Description static int
ATTR_FIELD_NUMBER
static int
DEVICE_FIELD_NUMBER
static int
INPUT_FIELD_NUMBER
static int
NAME_FIELD_NUMBER
static int
OP_FIELD_NUMBER
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Deprecated Methods Modifier and Type Method Description boolean
containsAttr(String key)
Operation-specific graph-construction-time configuration.boolean
equals(Object obj)
Map<String,AttrValue>
getAttr()
Deprecated.int
getAttrCount()
Operation-specific graph-construction-time configuration.Map<String,AttrValue>
getAttrMap()
Operation-specific graph-construction-time configuration.AttrValue
getAttrOrDefault(String key, AttrValue defaultValue)
Operation-specific graph-construction-time configuration.AttrValue
getAttrOrThrow(String key)
Operation-specific graph-construction-time configuration.static NodeDef
getDefaultInstance()
NodeDef
getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor
getDescriptor()
String
getDevice()
A (possibly partial) specification for the device on which this node should be placed.org.nd4j.shade.protobuf.ByteString
getDeviceBytes()
A (possibly partial) specification for the device on which this node should be placed.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".org.nd4j.shade.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".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".org.nd4j.shade.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".String
getName()
The name given to this operator.org.nd4j.shade.protobuf.ByteString
getNameBytes()
The name given to this operator.String
getOp()
The operation name.org.nd4j.shade.protobuf.ByteString
getOpBytes()
The operation name.org.nd4j.shade.protobuf.Parser<NodeDef>
getParserForType()
int
getSerializedSize()
org.nd4j.shade.protobuf.UnknownFieldSet
getUnknownFields()
int
hashCode()
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
internalGetFieldAccessorTable()
protected org.nd4j.shade.protobuf.MapField
internalGetMapField(int number)
boolean
isInitialized()
static NodeDef.Builder
newBuilder()
static NodeDef.Builder
newBuilder(NodeDef prototype)
NodeDef.Builder
newBuilderForType()
protected NodeDef.Builder
newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object
newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static NodeDef
parseDelimitedFrom(InputStream input)
static NodeDef
parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef
parseFrom(byte[] data)
static NodeDef
parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef
parseFrom(InputStream input)
static NodeDef
parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef
parseFrom(ByteBuffer data)
static NodeDef
parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef
parseFrom(org.nd4j.shade.protobuf.ByteString data)
static NodeDef
parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef
parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static NodeDef
parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<NodeDef>
parser()
NodeDef.Builder
toBuilder()
void
writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)
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Methods inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, isStringEmpty, 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
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Methods inherited from class org.nd4j.shade.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString
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Methods inherited from class org.nd4j.shade.protobuf.AbstractMessageLite
addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo
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Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Field Detail
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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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Method Detail
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newInstance
protected Object newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
- Overrides:
newInstance
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getUnknownFields
public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()
- Specified by:
getUnknownFields
in interfaceorg.nd4j.shade.protobuf.MessageOrBuilder
- Overrides:
getUnknownFields
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getDescriptor
public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()
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internalGetMapField
protected org.nd4j.shade.protobuf.MapField internalGetMapField(int number)
- Overrides:
internalGetMapField
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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internalGetFieldAccessorTable
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
- Specified by:
internalGetFieldAccessorTable
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getName
public 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:
getName
in interfaceNodeDefOrBuilder
- Returns:
- The name.
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getNameBytes
public org.nd4j.shade.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:
getNameBytes
in interfaceNodeDefOrBuilder
- Returns:
- The bytes for name.
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getOp
public 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:
getOp
in interfaceNodeDefOrBuilder
- Returns:
- The op.
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getOpBytes
public org.nd4j.shade.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:
getOpBytes
in interfaceNodeDefOrBuilder
- Returns:
- The bytes for op.
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getInputList
public org.nd4j.shade.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:
getInputList
in 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:
getInputCount
in interfaceNodeDefOrBuilder
- Returns:
- The count of input.
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getInput
public 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:
getInput
in interfaceNodeDefOrBuilder
- Parameters:
index
- The index of the element to return.- Returns:
- The input at the given index.
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getInputBytes
public org.nd4j.shade.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:
getInputBytes
in 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 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:
getDevice
in interfaceNodeDefOrBuilder
- Returns:
- The device.
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getDeviceBytes
public org.nd4j.shade.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:
getDeviceBytes
in interfaceNodeDefOrBuilder
- Returns:
- The bytes for device.
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getAttrCount
public int getAttrCount()
Description copied from interface:NodeDefOrBuilder
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:
getAttrCount
in interfaceNodeDefOrBuilder
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containsAttr
public boolean containsAttr(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:
containsAttr
in interfaceNodeDefOrBuilder
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getAttr
@Deprecated public Map<String,AttrValue> getAttr()
Deprecated.UsegetAttrMap()
instead.- Specified by:
getAttr
in interfaceNodeDefOrBuilder
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getAttrMap
public Map<String,AttrValue> 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:
getAttrMap
in interfaceNodeDefOrBuilder
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getAttrOrDefault
public AttrValue getAttrOrDefault(String key, AttrValue defaultValue)
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:
getAttrOrDefault
in interfaceNodeDefOrBuilder
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getAttrOrThrow
public AttrValue getAttrOrThrow(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:
getAttrOrThrow
in interfaceNodeDefOrBuilder
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isInitialized
public final boolean isInitialized()
- Specified by:
isInitialized
in interfaceorg.nd4j.shade.protobuf.MessageLiteOrBuilder
- Overrides:
isInitialized
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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writeTo
public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output) throws IOException
- Specified by:
writeTo
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
writeTo
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
- Throws:
IOException
-
getSerializedSize
public int getSerializedSize()
- Specified by:
getSerializedSize
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
getSerializedSize
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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equals
public boolean equals(Object obj)
- Specified by:
equals
in interfaceorg.nd4j.shade.protobuf.Message
- Overrides:
equals
in classorg.nd4j.shade.protobuf.AbstractMessage
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hashCode
public int hashCode()
- Specified by:
hashCode
in interfaceorg.nd4j.shade.protobuf.Message
- Overrides:
hashCode
in classorg.nd4j.shade.protobuf.AbstractMessage
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parseFrom
public static NodeDef parseFrom(ByteBuffer data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(org.nd4j.shade.protobuf.ByteString data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(byte[] data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static NodeDef parseFrom(InputStream input) throws IOException
- Throws:
IOException
-
parseFrom
public static NodeDef parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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parseDelimitedFrom
public static NodeDef parseDelimitedFrom(InputStream input) throws IOException
- Throws:
IOException
-
parseDelimitedFrom
public static NodeDef parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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parseFrom
public static NodeDef parseFrom(org.nd4j.shade.protobuf.CodedInputStream input) throws IOException
- Throws:
IOException
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parseFrom
public static NodeDef parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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newBuilderForType
public NodeDef.Builder newBuilderForType()
- Specified by:
newBuilderForType
in interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
newBuilderForType
in interfaceorg.nd4j.shade.protobuf.MessageLite
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newBuilder
public static NodeDef.Builder newBuilder()
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newBuilder
public static NodeDef.Builder newBuilder(NodeDef prototype)
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toBuilder
public NodeDef.Builder toBuilder()
- Specified by:
toBuilder
in interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
toBuilder
in interfaceorg.nd4j.shade.protobuf.MessageLite
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newBuilderForType
protected NodeDef.Builder newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
- Specified by:
newBuilderForType
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getDefaultInstance
public static NodeDef getDefaultInstance()
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parser
public static org.nd4j.shade.protobuf.Parser<NodeDef> parser()
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getParserForType
public org.nd4j.shade.protobuf.Parser<NodeDef> getParserForType()
- Specified by:
getParserForType
in interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
getParserForType
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
getParserForType
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getDefaultInstanceForType
public NodeDef getDefaultInstanceForType()
- Specified by:
getDefaultInstanceForType
in interfaceorg.nd4j.shade.protobuf.MessageLiteOrBuilder
- Specified by:
getDefaultInstanceForType
in interfaceorg.nd4j.shade.protobuf.MessageOrBuilder
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