পাবলিক স্ট্যাটিক ফাইনাল ক্লাস NodeDef.Builder
Protobuf টাইপ tensorflow.NodeDef
পাবলিক পদ্ধতি
| NodeDef.Builder | addAllInput (Iterable<String> মান) Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node". |
| NodeDef.Builder | addInput (স্ট্রিং মান) Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node". |
| NodeDef.Builder | AddInputBytes (com.google.protobuf.ByteString মান) Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node". |
| NodeDef.Builder | addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor ক্ষেত্র, বস্তুর মান) |
| নোডডিফ | নির্মাণ () |
| নোডডিফ | বিল্ড আংশিক () |
| NodeDef.Builder | পরিষ্কার () |
| NodeDef.Builder | clearAttr () |
| NodeDef.Builder | ক্লিয়ারডিভাইস () A (possibly partial) specification for the device on which this node should be placed. |
| NodeDef.Builder | এক্সপেরিমেন্টাল ডিবাগ ইনফো () This stores debug information associated with the node. |
| NodeDef.Builder | clearField (com.google.protobuf.Descriptors.FieldDescriptor ক্ষেত্র) |
| NodeDef.Builder | পরিষ্কার ইনপুট () Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node". |
| NodeDef.Builder | পরিষ্কার নাম () The name given to this operator. |
| NodeDef.Builder | clearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof) |
| NodeDef.Builder | সাফ () The operation name. |
| NodeDef.Builder | ক্লোন () |
| বুলিয়ান | Attr (স্ট্রিং কী) ধারণ করে Operation-specific graph-construction-time configuration. |
| মানচিত্র<স্ট্রিং, AttrValue > | getAttr () পরিবর্তে getAttrMap() ব্যবহার করুন। |
| int | getAttrCount () Operation-specific graph-construction-time configuration. |
| মানচিত্র<স্ট্রিং, AttrValue > | getAttrMap () Operation-specific graph-construction-time configuration. |
| AttrValue | getAttrOrDefault (স্ট্রিং কী, AttrValue defaultValue) Operation-specific graph-construction-time configuration. |
| AttrValue | getAttrOrThrow (স্ট্রিং কী) Operation-specific graph-construction-time configuration. |
| নোডডিফ | |
| চূড়ান্ত স্ট্যাটিক com.google.protobuf.Descriptors.Descriptor | |
| com.google.protobuf.Descriptors.Descriptor | |
| স্ট্রিং | 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.ExperimentalDebugInfo.Builder | GetExperimentalDebugInfoBuilder () This stores debug information associated with the node. |
| NodeDef.ExperimentalDebugInfoOrBuilder | getExperimentalDebugInfoOrBuilder () This stores debug information associated with the node. |
| স্ট্রিং | getInput (int সূচক) 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 সূচক) 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". |
| মানচিত্র<স্ট্রিং, AttrValue > | getMutableAttr () পরিবর্তে বিকল্প মিউটেশন অ্যাক্সেসর ব্যবহার করুন। |
| স্ট্রিং | getName () The name given to this operator. |
| com.google.protobuf.ByteString | getNameBytes () The name given to this operator. |
| স্ট্রিং | getOp () The operation name. |
| com.google.protobuf.ByteString | getOpBytes () The operation name. |
| বুলিয়ান | আছে এক্সপেরিমেন্টাল ডিবাগ ইনফো () This stores debug information associated with the node. |
| চূড়ান্ত বুলিয়ান | |
| NodeDef.Builder | এক্সপেরিমেন্টাল ডিবাগ ইনফো ( NodeDef.ExperimentalDebugInfo মান) মার্জ করুন This stores debug information associated with the node. |
| NodeDef.Builder | mergeFrom (com.google.protobuf.অন্যান্য বার্তা পাঠান) |
| NodeDef.Builder | mergeFrom (com.google.protobuf.CodedInputStream ইনপুট, com.google.protobuf.ExtensionRegistryLite এক্সটেনশন রেজিস্ট্রি) |
| চূড়ান্ত NodeDef.Builder | একত্রিত করুন অজানাক্ষেত্র (com.google.protobuf.UnknownFieldSet অজানাক্ষেত্র) |
| NodeDef.Builder | putAllAttr (মানচিত্র<স্ট্রিং, AttrValue > মান) Operation-specific graph-construction-time configuration. |
| NodeDef.Builder | |
| NodeDef.Builder | removeAttr (স্ট্রিং কী) Operation-specific graph-construction-time configuration. |
| NodeDef.Builder | setDevice (স্ট্রিং মান) A (possibly partial) specification for the device on which this node should be placed. |
| NodeDef.Builder | setDeviceBytes (com.google.protobuf.ByteString মান) A (possibly partial) specification for the device on which this node should be placed. |
| NodeDef.Builder | পরীক্ষামূলক ডিবাগ ইনফো ( NodeDef.ExperimentalDebugInfo.Builder builderForValue) সেট করুন This stores debug information associated with the node. |
| NodeDef.Builder | পরীক্ষামূলক ডিবগইনফো সেট করুন ( নোডডেফ। এক্সপেরিমেন্টাল ডিবাগ ইনফো মান) This stores debug information associated with the node. |
| NodeDef.Builder | setField (com.google.protobuf.Descriptors.FieldDescriptor ক্ষেত্র, বস্তুর মান) |
| NodeDef.Builder | সেটইনপুট (int সূচক, স্ট্রিং মান) Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node". |
| NodeDef.Builder | setName (স্ট্রিং মান) The name given to this operator. |
| NodeDef.Builder | setNameBytes (com.google.protobuf.ByteString মান) The name given to this operator. |
| NodeDef.Builder | setOp (স্ট্রিং মান) The operation name. |
| NodeDef.Builder | setOpBytes (com.google.protobuf.ByteString মান) The operation name. |
| NodeDef.Builder | setRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor ক্ষেত্র, int সূচক, অবজেক্ট মান) |
| চূড়ান্ত NodeDef.Builder | সেটUnknownFields (com.google.protobuf.UnknownFieldসেট অজানাফিল্ড) |
উত্তরাধিকারসূত্রে প্রাপ্ত পদ্ধতি
পাবলিক পদ্ধতি
সর্বজনীন NodeDef.Builder addAllInput (Iterable<String> মান)
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; সর্বজনীন NodeDef.Builder addInput (স্ট্রিং মান)
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; সর্বজনীন NodeDef.Builder addInputBytes (com.google.protobuf.ByteString মান)
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; সর্বজনীন NodeDef.Builder addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor ক্ষেত্র, বস্তুর মান)
সর্বজনীন NodeDef.Builder clearDevice ()
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; সর্বজনীন NodeDef.Builder clearExperimentalDebugInfo ()
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6; পাবলিক NodeDef.Builder clearInput ()
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; সর্বজনীন NodeDef.Builder clearName ()
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; পাবলিক NodeDef.Builder clearOp ()
The operation name. There may be custom parameters in attrs. Op names starting with an underscore are reserved for internal use.
string op = 2; পাবলিক বুলিয়ানে রয়েছেAttr (স্ট্রিং কী)
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; পাবলিক 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; সর্বজনীন মানচিত্র<স্ট্রিং, 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; সর্বজনীন AttrValue getAttrOrDefault (স্ট্রিং কী, AttrValue ডিফল্ট মান)
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; সর্বজনীন AttrValue getAttrOrThrow (স্ট্রিং কী)
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; পাবলিক স্ট্যাটিক ফাইনাল com.google.protobuf.Descriptors.Descriptor getDescriptor ()
সর্বজনীন com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()
সর্বজনীন স্ট্রিং 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; সর্বজনীন 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; সর্বজনীন NodeDef.ExperimentalDebugInfo getExperimentalDebugInfo ()
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6; সর্বজনীন NodeDef.ExperimentalDebugInfo.Builder getExperimentalDebugInfoBuilder ()
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6; সর্বজনীন NodeDef.ExperimentalDebugInfoOrBuilder getExperimentalDebugInfoOrBuilder ()
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6; পাবলিক স্ট্রিং getInput (int সূচক)
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; সর্বজনীন 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; পাবলিক 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; সর্বজনীন 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; সর্বজনীন মানচিত্র<স্ট্রিং, AttrValue > getMutableAttr ()
পরিবর্তে বিকল্প মিউটেশন অ্যাক্সেসর ব্যবহার করুন।
সর্বজনীন স্ট্রিং 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; সর্বজনীন 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; সর্বজনীন স্ট্রিং 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; সর্বজনীন 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; পাবলিক বুলিয়ান আছে এক্সপেরিমেন্টাল ডিবাগ ইনফো ()
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6; সর্বজনীন চূড়ান্ত বুলিয়ান শুরু হয়েছে ()
সর্বজনীন NodeDef.Builder mergeExperimentalDebugInfo ( NodeDef.ExperimentalDebugInfo মান)
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6; সর্বজনীন NodeDef.Builder mergeFrom (com.google.protobuf.CodedInputStream ইনপুট, com.google.protobuf.ExtensionRegistryLite এক্সটেনশন রেজিস্ট্রি)
নিক্ষেপ করে
| IO ব্যতিক্রম |
|---|
সর্বজনীন চূড়ান্ত NodeDef.Builder mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)
সর্বজনীন NodeDef.Builder putAllAttr (মানচিত্র<স্ট্রিং, AttrValue > মান)
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 NodeDef.Builder putAttr (স্ট্রিং কী, AttrValue মান)
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; সর্বজনীন NodeDef.Builder removeAttr (স্ট্রিং কী)
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; সর্বজনীন NodeDef.Builder setDevice (স্ট্রিং মান)
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; সর্বজনীন NodeDef.Builder setDeviceBytes (com.google.protobuf.ByteString মান)
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; সর্বজনীন NodeDef.Builder setExperimentalDebugInfo ( NodeDef.ExperimentalDebugInfo.Builder builderForValue)
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6; সর্বজনীন NodeDef.Builder setExperimentalDebugInfo ( NodeDef.ExperimentalDebugInfo মান)
This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6; সর্বজনীন NodeDef.Builder setField (com.google.protobuf.Descriptors.FieldDescriptor ক্ষেত্র, বস্তুর মান)
পাবলিক NodeDef.Builder setInput (int index, String value)
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; সর্বজনীন NodeDef.Builder setName (স্ট্রিং মান)
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; সর্বজনীন NodeDef.Builder setNameBytes (com.google.protobuf.ByteString মান)
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; সর্বজনীন NodeDef.Builder setOp (স্ট্রিং মান)
The operation name. There may be custom parameters in attrs. Op names starting with an underscore are reserved for internal use.
string op = 2; সর্বজনীন NodeDef.Builder setOpBytes (com.google.protobuf.ByteString মান)
The operation name. There may be custom parameters in attrs. Op names starting with an underscore are reserved for internal use.
string op = 2;