public final class
NodeDef
Protobuf type tensorflow.NodeDef
Nested Classes
class | NodeDef.Builder | Protobuf type tensorflow.NodeDef
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class | NodeDef.ExperimentalDebugInfo | Protobuf type tensorflow.NodeDef.ExperimentalDebugInfo
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interface | NodeDef.ExperimentalDebugInfoOrBuilder |
Constants
int | ATTR_FIELD_NUMBER | |
int | DEVICE_FIELD_NUMBER | |
int | EXPERIMENTAL_DEBUG_INFO_FIELD_NUMBER | |
int | INPUT_FIELD_NUMBER | |
int | NAME_FIELD_NUMBER | |
int | OP_FIELD_NUMBER |
Public Methods
boolean |
containsAttr(String key)
Operation-specific graph-construction-time configuration. |
boolean |
equals(Object obj)
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Map<String, AttrValue> |
getAttr()
Use
getAttrMap() instead. |
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 | |
NodeDef | |
final static com.google.protobuf.Descriptors.Descriptor | |
String |
getDevice()
A (possibly partial) specification for the device on which this node should be placed. |
com.google.protobuf.ByteString |
getDeviceBytes()
A (possibly partial) specification for the device on which this node should be placed. |
NodeDef.ExperimentalDebugInfo |
getExperimentalDebugInfo()
This stores debug information associated with the node. |
NodeDef.ExperimentalDebugInfoOrBuilder |
getExperimentalDebugInfoOrBuilder()
This stores debug information associated with the node. |
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". |
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". |
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". |
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". |
String |
getName()
The name given to this operator. |
com.google.protobuf.ByteString |
getNameBytes()
The name given to this operator. |
String |
getOp()
The operation name. |
com.google.protobuf.ByteString |
getOpBytes()
The operation name. |
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int | |
final com.google.protobuf.UnknownFieldSet | |
boolean |
hasExperimentalDebugInfo()
This stores debug information associated with the node. |
int |
hashCode()
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final boolean | |
static NodeDef.Builder |
newBuilder(NodeDef prototype)
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static NodeDef.Builder | |
NodeDef.Builder | |
static NodeDef |
parseDelimitedFrom(InputStream input)
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static NodeDef |
parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static NodeDef |
parseFrom(ByteBuffer data)
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static NodeDef |
parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static NodeDef |
parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static NodeDef |
parseFrom(com.google.protobuf.CodedInputStream input)
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static NodeDef |
parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static NodeDef |
parseFrom(com.google.protobuf.ByteString data)
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static NodeDef |
parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static NodeDef |
parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static
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parser()
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NodeDef.Builder | |
void |
writeTo(com.google.protobuf.CodedOutputStream output)
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Inherited Methods
Constants
public static final int ATTR_FIELD_NUMBER
Constant Value:
5
public static final int DEVICE_FIELD_NUMBER
Constant Value:
4
public static final int EXPERIMENTAL_DEBUG_INFO_FIELD_NUMBER
Constant Value:
6
public static final int INPUT_FIELD_NUMBER
Constant Value:
3
public static final int NAME_FIELD_NUMBER
Constant Value:
1
public static final int OP_FIELD_NUMBER
Constant Value:
2
Public Methods
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;
public boolean equals (Object obj)
public int getAttrCount ()
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;
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;
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;
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;
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()
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;
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;
public NodeDef.ExperimentalDebugInfo getExperimentalDebugInfo ()
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;
public NodeDef.ExperimentalDebugInfoOrBuilder getExperimentalDebugInfoOrBuilder ()
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;
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;
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;
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;
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;
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;
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;
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;
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;
public
getParserForType
()
public int getSerializedSize ()
public final com.google.protobuf.UnknownFieldSet getUnknownFields ()
public boolean hasExperimentalDebugInfo ()
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;
public int hashCode ()
public final boolean isInitialized ()
public static NodeDef parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
IOException |
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public static NodeDef parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
IOException |
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public static NodeDef parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
InvalidProtocolBufferException |
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public static NodeDef parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
InvalidProtocolBufferException |
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public static NodeDef parseFrom (com.google.protobuf.ByteString data)
Throws
InvalidProtocolBufferException |
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public static NodeDef parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
IOException |
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public static NodeDef parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
InvalidProtocolBufferException |
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public
static
parser
()
public void writeTo (com.google.protobuf.CodedOutputStream output)
Throws
IOException |
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