Package onnx

Class Onnx.NodeProto

  • All Implemented Interfaces:
    Serializable, Onnx.NodeProtoOrBuilder, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder
    Enclosing class:
    Onnx
    public static final class Onnx.NodeProto
extends org.nd4j.shade.protobuf.GeneratedMessageV3
implements Onnx.NodeProtoOrBuilder
     Nodes
 Computation graphs are made up of a DAG of nodes, which represent what is
 commonly called a "layer" or "pipeline stage" in machine learning frameworks.
 For example, it can be a node of type "Conv" that takes in an image, a filter
 tensor and a bias tensor, and produces the convolved output.
    Protobuf type onnx.NodeProto
    See Also:
    Serialized Form

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  Onnx.NodeProto.Builder
      Nodes Computation graphs are made up of a DAG of nodes, which represent what is commonly called a "layer" or "pipeline stage" in machine learning frameworks.

      • 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

      • Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

        org.nd4j.shade.protobuf.AbstractMessageLite.InternalOneOfEnum

    • Method Detail

      • newInstance

        protected Object newInstance​(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getUnknownFields

        public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()
        Specified by:
        getUnknownFields in interface org.nd4j.shade.protobuf.MessageOrBuilder
        Overrides:
        getUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDescriptor

        public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()

      • internalGetFieldAccessorTable

        protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getInputList

        public org.nd4j.shade.protobuf.ProtocolStringList getInputList()
         namespace Value
        repeated string input = 1;
        Specified by:
        getInputList in interface Onnx.NodeProtoOrBuilder
        Returns:
        A list containing the input.

      • getInputCount

        public int getInputCount()
         namespace Value
        repeated string input = 1;
        Specified by:
        getInputCount in interface Onnx.NodeProtoOrBuilder
        Returns:
        The count of input.

      • getInput

        public String getInput​(int index)
         namespace Value
        repeated string input = 1;
        Specified by:
        getInput in interface Onnx.NodeProtoOrBuilder
        Parameters:
        index - The index of the element to return.
        Returns:
        The input at the given index.

      • getInputBytes

        public org.nd4j.shade.protobuf.ByteString getInputBytes​(int index)
         namespace Value
        repeated string input = 1;
        Specified by:
        getInputBytes in interface Onnx.NodeProtoOrBuilder
        Parameters:
        index - The index of the value to return.
        Returns:
        The bytes of the input at the given index.

      • getOutputList

        public org.nd4j.shade.protobuf.ProtocolStringList getOutputList()
         namespace Value
        repeated string output = 2;
        Specified by:
        getOutputList in interface Onnx.NodeProtoOrBuilder
        Returns:
        A list containing the output.

      • getOutputCount

        public int getOutputCount()
         namespace Value
        repeated string output = 2;
        Specified by:
        getOutputCount in interface Onnx.NodeProtoOrBuilder
        Returns:
        The count of output.

      • getOutput

        public String getOutput​(int index)
         namespace Value
        repeated string output = 2;
        Specified by:
        getOutput in interface Onnx.NodeProtoOrBuilder
        Parameters:
        index - The index of the element to return.
        Returns:
        The output at the given index.

      • getOutputBytes

        public org.nd4j.shade.protobuf.ByteString getOutputBytes​(int index)
         namespace Value
        repeated string output = 2;
        Specified by:
        getOutputBytes in interface Onnx.NodeProtoOrBuilder
        Parameters:
        index - The index of the value to return.
        Returns:
        The bytes of the output at the given index.

      • getName

        public String getName()
         An optional identifier for this node in a graph.
 This field MAY be absent in ths version of the IR.
        string name = 3;
        Specified by:
        getName in interface Onnx.NodeProtoOrBuilder
        Returns:
        The name.

      • getNameBytes

        public org.nd4j.shade.protobuf.ByteString getNameBytes()
         An optional identifier for this node in a graph.
 This field MAY be absent in ths version of the IR.
        string name = 3;
        Specified by:
        getNameBytes in interface Onnx.NodeProtoOrBuilder
        Returns:
        The bytes for name.

      • getOpType

        public String getOpType()
         The symbolic identifier of the Operator to execute.
        string op_type = 4;
        Specified by:
        getOpType in interface Onnx.NodeProtoOrBuilder
        Returns:
        The opType.

      • getOpTypeBytes

        public org.nd4j.shade.protobuf.ByteString getOpTypeBytes()
         The symbolic identifier of the Operator to execute.
        string op_type = 4;
        Specified by:
        getOpTypeBytes in interface Onnx.NodeProtoOrBuilder
        Returns:
        The bytes for opType.

      • getDomain

        public String getDomain()
         The domain of the OperatorSet that specifies the operator named by op_type.
        string domain = 7;
        Specified by:
        getDomain in interface Onnx.NodeProtoOrBuilder
        Returns:
        The domain.

      • getDomainBytes

        public org.nd4j.shade.protobuf.ByteString getDomainBytes()
         The domain of the OperatorSet that specifies the operator named by op_type.
        string domain = 7;
        Specified by:
        getDomainBytes in interface Onnx.NodeProtoOrBuilder
        Returns:
        The bytes for domain.

      • getDocString

        public String getDocString()
         A human-readable documentation for this node. Markdown is allowed.
        string doc_string = 6;
        Specified by:
        getDocString in interface Onnx.NodeProtoOrBuilder
        Returns:
        The docString.

      • getDocStringBytes

        public org.nd4j.shade.protobuf.ByteString getDocStringBytes()
         A human-readable documentation for this node. Markdown is allowed.
        string doc_string = 6;
        Specified by:
        getDocStringBytes in interface Onnx.NodeProtoOrBuilder
        Returns:
        The bytes for docString.

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • writeTo

        public void writeTo​(org.nd4j.shade.protobuf.CodedOutputStream output)
             throws IOException
        Specified by:
        writeTo in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        writeTo in class org.nd4j.shade.protobuf.GeneratedMessageV3
        Throws:
        IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        getSerializedSize in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • equals

        public boolean equals​(Object obj)
        Specified by:
        equals in interface org.nd4j.shade.protobuf.Message
        Overrides:
        equals in class org.nd4j.shade.protobuf.AbstractMessage

      • hashCode

        public int hashCode()
        Specified by:
        hashCode in interface org.nd4j.shade.protobuf.Message
        Overrides:
        hashCode in class org.nd4j.shade.protobuf.AbstractMessage

      • parseFrom

        public static Onnx.NodeProto parseFrom​(ByteBuffer data)
                                throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static Onnx.NodeProto parseFrom​(ByteBuffer data,
                                       org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static Onnx.NodeProto parseFrom​(org.nd4j.shade.protobuf.ByteString data)
                                throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static Onnx.NodeProto 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

      • parseFrom

        public static Onnx.NodeProto parseFrom​(byte[] data)
                                throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static Onnx.NodeProto parseFrom​(byte[] data,
                                       org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static Onnx.NodeProto parseFrom​(org.nd4j.shade.protobuf.CodedInputStream input,
                                       org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                throws IOException
        Throws:
        IOException

      • newBuilderForType

        public Onnx.NodeProto.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface org.nd4j.shade.protobuf.Message
        Specified by:
        newBuilderForType in interface org.nd4j.shade.protobuf.MessageLite

      • toBuilder

        public Onnx.NodeProto.Builder toBuilder()
        Specified by:
        toBuilder in interface org.nd4j.shade.protobuf.Message
        Specified by:
        toBuilder in interface org.nd4j.shade.protobuf.MessageLite

      • newBuilderForType

        protected Onnx.NodeProto.Builder newBuilderForType​(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDefaultInstance

        public static Onnx.NodeProto getDefaultInstance()

      • parser

        public static org.nd4j.shade.protobuf.Parser<Onnx.NodeProto> parser()

      • getParserForType

        public org.nd4j.shade.protobuf.Parser<Onnx.NodeProto> getParserForType()
        Specified by:
        getParserForType in interface org.nd4j.shade.protobuf.Message
        Specified by:
        getParserForType in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        getParserForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDefaultInstanceForType

        public Onnx.NodeProto getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder