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• OnnxMlProto3.java

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onnx.OnnxMlProto3 Maven / Gradle / Ivy

// Generated by the protocol buffer compiler.  DO NOT EDIT!
// source: onnx-ml.proto3

package onnx;

public final class OnnxMlProto3 {
  private OnnxMlProto3() {}
  public static void registerAllExtensions(
      com.github.os72.protobuf351.ExtensionRegistryLite registry) {
  }

  public static void registerAllExtensions(
      com.github.os72.protobuf351.ExtensionRegistry registry) {
    registerAllExtensions(
        (com.github.os72.protobuf351.ExtensionRegistryLite) registry);
  }
  /**
   * 
   * To be compatible with both proto2 and proto3, we will use a version number
   * that is not defined by the default value but an explicit enum number.
   * 
   *
   * Protobuf enum {@code onnx.Version}
   */
  public enum Version
      implements com.github.os72.protobuf351.ProtocolMessageEnum {
    /**
     * 
     * proto3 requires the first enum value to be zero.
     * We add this just to appease the compiler.
     * 
     *
     * _START_VERSION = 0;
     */
    _START_VERSION(0),
    /**
     * 
     * The version field is always serialized and we will use it to store the
     * version that the  graph is generated from. This helps us set up version
     * control. We should use version as
     *     xx(major) - xx(minor) - xxxx(bugfix)
     * and we are starting with 0x00000001 (0.0.1), which was the
     *  version we published on Oct 10, 2017.
     * 
     *
     * IR_VERSION_2017_10_10 = 1;
     */
    IR_VERSION_2017_10_10(1),
    /**
     * 
     * IR_VERSION 0.0.2 published on Oct 30, 2017
     * - Added type discriminator to AttributeProto to support proto3 users
     * 
     *
     * IR_VERSION_2017_10_30 = 2;
     */
    IR_VERSION_2017_10_30(2),
    /**
     * 
     * IR VERSION 0.0.3 published on Nov 3, 2017
     * - For operator versioning:
     *    - Added new message OperatorSetIdProto
     *    - Added opset_import in ModelProto
     * - For vendor extensions, added domain in NodeProto
     * 
     *
     * IR_VERSION = 3;
     */
    IR_VERSION(3),
    UNRECOGNIZED(-1),
    ;

    /**
     * 
     * proto3 requires the first enum value to be zero.
     * We add this just to appease the compiler.
     * 
     *
     * _START_VERSION = 0;
     */
    public static final int _START_VERSION_VALUE = 0;
    /**
     * 
     * The version field is always serialized and we will use it to store the
     * version that the  graph is generated from. This helps us set up version
     * control. We should use version as
     *     xx(major) - xx(minor) - xxxx(bugfix)
     * and we are starting with 0x00000001 (0.0.1), which was the
     *  version we published on Oct 10, 2017.
     * 
     *
     * IR_VERSION_2017_10_10 = 1;
     */
    public static final int IR_VERSION_2017_10_10_VALUE = 1;
    /**
     * 
     * IR_VERSION 0.0.2 published on Oct 30, 2017
     * - Added type discriminator to AttributeProto to support proto3 users
     * 
     *
     * IR_VERSION_2017_10_30 = 2;
     */
    public static final int IR_VERSION_2017_10_30_VALUE = 2;
    /**
     * 
     * IR VERSION 0.0.3 published on Nov 3, 2017
     * - For operator versioning:
     *    - Added new message OperatorSetIdProto
     *    - Added opset_import in ModelProto
     * - For vendor extensions, added domain in NodeProto
     * 
     *
     * IR_VERSION = 3;
     */
    public static final int IR_VERSION_VALUE = 3;


    public final int getNumber() {
      if (this == UNRECOGNIZED) {
        throw new java.lang.IllegalArgumentException(
            "Can't get the number of an unknown enum value.");
      }
      return value;
    }

    /**
     * @deprecated Use {@link #forNumber(int)} instead.
     */
    @java.lang.Deprecated
    public static Version valueOf(int value) {
      return forNumber(value);
    }

    public static Version forNumber(int value) {
      switch (value) {
        case 0: return _START_VERSION;
        case 1: return IR_VERSION_2017_10_10;
        case 2: return IR_VERSION_2017_10_30;
        case 3: return IR_VERSION;
        default: return null;
      }
    }

    public static com.github.os72.protobuf351.Internal.EnumLiteMap
        internalGetValueMap() {
      return internalValueMap;
    }
    private static final com.github.os72.protobuf351.Internal.EnumLiteMap<
        Version> internalValueMap =
          new com.github.os72.protobuf351.Internal.EnumLiteMap() {
            public Version findValueByNumber(int number) {
              return Version.forNumber(number);
            }
          };

    public final com.github.os72.protobuf351.Descriptors.EnumValueDescriptor
        getValueDescriptor() {
      return getDescriptor().getValues().get(ordinal());
    }
    public final com.github.os72.protobuf351.Descriptors.EnumDescriptor
        getDescriptorForType() {
      return getDescriptor();
    }
    public static final com.github.os72.protobuf351.Descriptors.EnumDescriptor
        getDescriptor() {
      return onnx.OnnxMlProto3.getDescriptor().getEnumTypes().get(0);
    }

    private static final Version[] VALUES = values();

    public static Version valueOf(
        com.github.os72.protobuf351.Descriptors.EnumValueDescriptor desc) {
      if (desc.getType() != getDescriptor()) {
        throw new java.lang.IllegalArgumentException(
          "EnumValueDescriptor is not for this type.");
      }
      if (desc.getIndex() == -1) {
        return UNRECOGNIZED;
      }
      return VALUES[desc.getIndex()];
    }

    private final int value;

    private Version(int value) {
      this.value = value;
    }

    // @@protoc_insertion_point(enum_scope:onnx.Version)
  }

  public interface AttributeProtoOrBuilder extends
      // @@protoc_insertion_point(interface_extends:onnx.AttributeProto)
      com.github.os72.protobuf351.MessageOrBuilder {

    /**
     * 
     * The name field MUST be present for this version of the IR.
     * 
     *
     * string name = 1;
     */
    java.lang.String getName();
    /**
     * 
     * The name field MUST be present for this version of the IR.
     * 
     *
     * string name = 1;
     */
    com.github.os72.protobuf351.ByteString
        getNameBytes();

    /**
     * 
     * A human-readable documentation for this attribute. Markdown is allowed.
     * 
     *
     * string doc_string = 13;
     */
    java.lang.String getDocString();
    /**
     * 
     * A human-readable documentation for this attribute. Markdown is allowed.
     * 
     *
     * string doc_string = 13;
     */
    com.github.os72.protobuf351.ByteString
        getDocStringBytes();

    /**
     * 
     * The type field MUST be present for this version of the IR.
     * For 0.0.1 versions of the IR, this field was not defined, and
     * implementations needed to use has_field hueristics to determine
     * which value field was in use.  For IR_VERSION 0.0.2 or later, this
     * field MUST be set and match the f|i|s|t|... field in use.  This
     * change was made to accomodate proto3 implementations.
     * 
     *
     * .onnx.AttributeProto.AttributeType type = 20;
     */
    int getTypeValue();
    /**
     * 
     * The type field MUST be present for this version of the IR.
     * For 0.0.1 versions of the IR, this field was not defined, and
     * implementations needed to use has_field hueristics to determine
     * which value field was in use.  For IR_VERSION 0.0.2 or later, this
     * field MUST be set and match the f|i|s|t|... field in use.  This
     * change was made to accomodate proto3 implementations.
     * 
     *
     * .onnx.AttributeProto.AttributeType type = 20;
     */
    onnx.OnnxMlProto3.AttributeProto.AttributeType getType();

    /**
     * 
     * Exactly ONE of the following fields must be present for this version of the IR
     * 
     *
     * float f = 2;
     */
    float getF();

    /**
     * 
     * int
     * 
     *
     * int64 i = 3;
     */
    long getI();

    /**
     * 
     * UTF-8 string
     * 
     *
     * bytes s = 4;
     */
    com.github.os72.protobuf351.ByteString getS();

    /**
     * 
     * tensor value
     * 
     *
     * .onnx.TensorProto t = 5;
     */
    boolean hasT();
    /**
     * 
     * tensor value
     * 
     *
     * .onnx.TensorProto t = 5;
     */
    onnx.OnnxMlProto3.TensorProto getT();
    /**
     * 
     * tensor value
     * 
     *
     * .onnx.TensorProto t = 5;
     */
    onnx.OnnxMlProto3.TensorProtoOrBuilder getTOrBuilder();

    /**
     * 
     * graph
     * 
     *
     * .onnx.GraphProto g = 6;
     */
    boolean hasG();
    /**
     * 
     * graph
     * 
     *
     * .onnx.GraphProto g = 6;
     */
    onnx.OnnxMlProto3.GraphProto getG();
    /**
     * 
     * graph
     * 
     *
     * .onnx.GraphProto g = 6;
     */
    onnx.OnnxMlProto3.GraphProtoOrBuilder getGOrBuilder();

    /**
     * 
     * list of floats
     * 
     *
     * repeated float floats = 7;
     */
    java.util.List getFloatsList();
    /**
     * 
     * list of floats
     * 
     *
     * repeated float floats = 7;
     */
    int getFloatsCount();
    /**
     * 
     * list of floats
     * 
     *
     * repeated float floats = 7;
     */
    float getFloats(int index);

    /**
     * 
     * list of ints
     * 
     *
     * repeated int64 ints = 8;
     */
    java.util.List getIntsList();
    /**
     * 
     * list of ints
     * 
     *
     * repeated int64 ints = 8;
     */
    int getIntsCount();
    /**
     * 
     * list of ints
     * 
     *
     * repeated int64 ints = 8;
     */
    long getInts(int index);

    /**
     * 
     * list of UTF-8 strings
     * 
     *
     * repeated bytes strings = 9;
     */
    java.util.List getStringsList();
    /**
     * 
     * list of UTF-8 strings
     * 
     *
     * repeated bytes strings = 9;
     */
    int getStringsCount();
    /**
     * 
     * list of UTF-8 strings
     * 
     *
     * repeated bytes strings = 9;
     */
    com.github.os72.protobuf351.ByteString getStrings(int index);

    /**
     * 
     * list of tensors
     * 
     *
     * repeated .onnx.TensorProto tensors = 10;
     */
    java.util.List 
        getTensorsList();
    /**
     * 
     * list of tensors
     * 
     *
     * repeated .onnx.TensorProto tensors = 10;
     */
    onnx.OnnxMlProto3.TensorProto getTensors(int index);
    /**
     * 
     * list of tensors
     * 
     *
     * repeated .onnx.TensorProto tensors = 10;
     */
    int getTensorsCount();
    /**
     * 
     * list of tensors
     * 
     *
     * repeated .onnx.TensorProto tensors = 10;
     */
    java.util.List 
        getTensorsOrBuilderList();
    /**
     * 
     * list of tensors
     * 
     *
     * repeated .onnx.TensorProto tensors = 10;
     */
    onnx.OnnxMlProto3.TensorProtoOrBuilder getTensorsOrBuilder(
        int index);

    /**
     * 
     * list of graph
     * 
     *
     * repeated .onnx.GraphProto graphs = 11;
     */
    java.util.List 
        getGraphsList();
    /**
     * 
     * list of graph
     * 
     *
     * repeated .onnx.GraphProto graphs = 11;
     */
    onnx.OnnxMlProto3.GraphProto getGraphs(int index);
    /**
     * 
     * list of graph
     * 
     *
     * repeated .onnx.GraphProto graphs = 11;
     */
    int getGraphsCount();
    /**
     * 
     * list of graph
     * 
     *
     * repeated .onnx.GraphProto graphs = 11;
     */
    java.util.List 
        getGraphsOrBuilderList();
    /**
     * 
     * list of graph
     * 
     *
     * repeated .onnx.GraphProto graphs = 11;
     */
    onnx.OnnxMlProto3.GraphProtoOrBuilder getGraphsOrBuilder(
        int index);
  }
  /**
   * 
   * A named attribute containing either singular float, integer, string
   * and tensor values, or repeated float, integer, string and tensor values.
   * An AttributeProto MUST contain the name field, and *only one* of the
   * following content fields, effectively enforcing a C/C++ union equivalent.
   * 
   *
   * Protobuf type {@code onnx.AttributeProto}
   */
  public  static final class AttributeProto extends
      com.github.os72.protobuf351.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:onnx.AttributeProto)
      AttributeProtoOrBuilder {
  private static final long serialVersionUID = 0L;
    // Use AttributeProto.newBuilder() to construct.
    private AttributeProto(com.github.os72.protobuf351.GeneratedMessageV3.Builder builder) {
      super(builder);
    }
    private AttributeProto() {
      name_ = "";
      docString_ = "";
      type_ = 0;
      f_ = 0F;
      i_ = 0L;
      s_ = com.github.os72.protobuf351.ByteString.EMPTY;
      floats_ = java.util.Collections.emptyList();
      ints_ = java.util.Collections.emptyList();
      strings_ = java.util.Collections.emptyList();
      tensors_ = java.util.Collections.emptyList();
      graphs_ = java.util.Collections.emptyList();
    }

    @java.lang.Override
    public final com.github.os72.protobuf351.UnknownFieldSet
    getUnknownFields() {
      return this.unknownFields;
    }
    private AttributeProto(
        com.github.os72.protobuf351.CodedInputStream input,
        com.github.os72.protobuf351.ExtensionRegistryLite extensionRegistry)
        throws com.github.os72.protobuf351.InvalidProtocolBufferException {
      this();
      if (extensionRegistry == null) {
        throw new java.lang.NullPointerException();
      }
      int mutable_bitField0_ = 0;
      com.github.os72.protobuf351.UnknownFieldSet.Builder unknownFields =
          com.github.os72.protobuf351.UnknownFieldSet.newBuilder();
      try {
        boolean done = false;
        while (!done) {
          int tag = input.readTag();
          switch (tag) {
            case 0:
              done = true;
              break;
            default: {
              if (!parseUnknownFieldProto3(
                  input, unknownFields, extensionRegistry, tag)) {
                done = true;
              }
              break;
            }
            case 10: {
              java.lang.String s = input.readStringRequireUtf8();

              name_ = s;
              break;
            }
            case 21: {

              f_ = input.readFloat();
              break;
            }
            case 24: {

              i_ = input.readInt64();
              break;
            }
            case 34: {

              s_ = input.readBytes();
              break;
            }
            case 42: {
              onnx.OnnxMlProto3.TensorProto.Builder subBuilder = null;
              if (t_ != null) {
                subBuilder = t_.toBuilder();
              }
              t_ = input.readMessage(onnx.OnnxMlProto3.TensorProto.parser(), extensionRegistry);
              if (subBuilder != null) {
                subBuilder.mergeFrom(t_);
                t_ = subBuilder.buildPartial();
              }

              break;
            }
            case 50: {
              onnx.OnnxMlProto3.GraphProto.Builder subBuilder = null;
              if (g_ != null) {
                subBuilder = g_.toBuilder();
              }
              g_ = input.readMessage(onnx.OnnxMlProto3.GraphProto.parser(), extensionRegistry);
              if (subBuilder != null) {
                subBuilder.mergeFrom(g_);
                g_ = subBuilder.buildPartial();
              }

              break;
            }
            case 61: {
              if (!((mutable_bitField0_ & 0x00000100) == 0x00000100)) {
                floats_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000100;
              }
              floats_.add(input.readFloat());
              break;
            }
            case 58: {
              int length = input.readRawVarint32();
              int limit = input.pushLimit(length);
              if (!((mutable_bitField0_ & 0x00000100) == 0x00000100) && input.getBytesUntilLimit() > 0) {
                floats_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000100;
              }
              while (input.getBytesUntilLimit() > 0) {
                floats_.add(input.readFloat());
              }
              input.popLimit(limit);
              break;
            }
            case 64: {
              if (!((mutable_bitField0_ & 0x00000200) == 0x00000200)) {
                ints_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000200;
              }
              ints_.add(input.readInt64());
              break;
            }
            case 66: {
              int length = input.readRawVarint32();
              int limit = input.pushLimit(length);
              if (!((mutable_bitField0_ & 0x00000200) == 0x00000200) && input.getBytesUntilLimit() > 0) {
                ints_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000200;
              }
              while (input.getBytesUntilLimit() > 0) {
                ints_.add(input.readInt64());
              }
              input.popLimit(limit);
              break;
            }
            case 74: {
              if (!((mutable_bitField0_ & 0x00000400) == 0x00000400)) {
                strings_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000400;
              }
              strings_.add(input.readBytes());
              break;
            }
            case 82: {
              if (!((mutable_bitField0_ & 0x00000800) == 0x00000800)) {
                tensors_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000800;
              }
              tensors_.add(
                  input.readMessage(onnx.OnnxMlProto3.TensorProto.parser(), extensionRegistry));
              break;
            }
            case 90: {
              if (!((mutable_bitField0_ & 0x00001000) == 0x00001000)) {
                graphs_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00001000;
              }
              graphs_.add(
                  input.readMessage(onnx.OnnxMlProto3.GraphProto.parser(), extensionRegistry));
              break;
            }
            case 106: {
              java.lang.String s = input.readStringRequireUtf8();

              docString_ = s;
              break;
            }
            case 160: {
              int rawValue = input.readEnum();

              type_ = rawValue;
              break;
            }
          }
        }
      } catch (com.github.os72.protobuf351.InvalidProtocolBufferException e) {
        throw e.setUnfinishedMessage(this);
      } catch (java.io.IOException e) {
        throw new com.github.os72.protobuf351.InvalidProtocolBufferException(
            e).setUnfinishedMessage(this);
      } finally {
        if (((mutable_bitField0_ & 0x00000100) == 0x00000100)) {
          floats_ = java.util.Collections.unmodifiableList(floats_);
        }
        if (((mutable_bitField0_ & 0x00000200) == 0x00000200)) {
          ints_ = java.util.Collections.unmodifiableList(ints_);
        }
        if (((mutable_bitField0_ & 0x00000400) == 0x00000400)) {
          strings_ = java.util.Collections.unmodifiableList(strings_);
        }
        if (((mutable_bitField0_ & 0x00000800) == 0x00000800)) {
          tensors_ = java.util.Collections.unmodifiableList(tensors_);
        }
        if (((mutable_bitField0_ & 0x00001000) == 0x00001000)) {
          graphs_ = java.util.Collections.unmodifiableList(graphs_);
        }
        this.unknownFields = unknownFields.build();
        makeExtensionsImmutable();
      }
    }
    public static final com.github.os72.protobuf351.Descriptors.Descriptor
        getDescriptor() {
      return onnx.OnnxMlProto3.internal_static_onnx_AttributeProto_descriptor;
    }

    protected com.github.os72.protobuf351.GeneratedMessageV3.FieldAccessorTable
        internalGetFieldAccessorTable() {
      return onnx.OnnxMlProto3.internal_static_onnx_AttributeProto_fieldAccessorTable
          .ensureFieldAccessorsInitialized(
              onnx.OnnxMlProto3.AttributeProto.class, onnx.OnnxMlProto3.AttributeProto.Builder.class);
    }

    /**
     * 
     * Note: this enum is structurally identical to the OpSchema::AttrType
     * enum defined in schema.h.  If you rev one, you likely need to rev the other.
     * 
     *
     * Protobuf enum {@code onnx.AttributeProto.AttributeType}
     */
    public enum AttributeType
        implements com.github.os72.protobuf351.ProtocolMessageEnum {
      /**
       * UNDEFINED = 0;
       */
      UNDEFINED(0),
      /**
       * FLOAT = 1;
       */
      FLOAT(1),
      /**
       * INT = 2;
       */
      INT(2),
      /**
       * STRING = 3;
       */
      STRING(3),
      /**
       * TENSOR = 4;
       */
      TENSOR(4),
      /**
       * GRAPH = 5;
       */
      GRAPH(5),
      /**
       * FLOATS = 6;
       */
      FLOATS(6),
      /**
       * INTS = 7;
       */
      INTS(7),
      /**
       * STRINGS = 8;
       */
      STRINGS(8),
      /**
       * TENSORS = 9;
       */
      TENSORS(9),
      /**
       * GRAPHS = 10;
       */
      GRAPHS(10),
      UNRECOGNIZED(-1),
      ;

      /**
       * UNDEFINED = 0;
       */
      public static final int UNDEFINED_VALUE = 0;
      /**
       * FLOAT = 1;
       */
      public static final int FLOAT_VALUE = 1;
      /**
       * INT = 2;
       */
      public static final int INT_VALUE = 2;
      /**
       * STRING = 3;
       */
      public static final int STRING_VALUE = 3;
      /**
       * TENSOR = 4;
       */
      public static final int TENSOR_VALUE = 4;
      /**
       * GRAPH = 5;
       */
      public static final int GRAPH_VALUE = 5;
      /**
       * FLOATS = 6;
       */
      public static final int FLOATS_VALUE = 6;
      /**
       * INTS = 7;
       */
      public static final int INTS_VALUE = 7;
      /**
       * STRINGS = 8;
       */
      public static final int STRINGS_VALUE = 8;
      /**
       * TENSORS = 9;
       */
      public static final int TENSORS_VALUE = 9;
      /**
       * GRAPHS = 10;
       */
      public static final int GRAPHS_VALUE = 10;


      public final int getNumber() {
        if (this == UNRECOGNIZED) {
          throw new java.lang.IllegalArgumentException(
              "Can't get the number of an unknown enum value.");
        }
        return value;
      }

      /**
       * @deprecated Use {@link #forNumber(int)} instead.
       */
      @java.lang.Deprecated
      public static AttributeType valueOf(int value) {
        return forNumber(value);
      }

      public static AttributeType forNumber(int value) {
        switch (value) {
          case 0: return UNDEFINED;
          case 1: return FLOAT;
          case 2: return INT;
          case 3: return STRING;
          case 4: return TENSOR;
          case 5: return GRAPH;
          case 6: return FLOATS;
          case 7: return INTS;
          case 8: return STRINGS;
          case 9: return TENSORS;
          case 10: return GRAPHS;
          default: return null;
        }
      }

      public static com.github.os72.protobuf351.Internal.EnumLiteMap
          internalGetValueMap() {
        return internalValueMap;
      }
      private static final com.github.os72.protobuf351.Internal.EnumLiteMap<
          AttributeType> internalValueMap =
            new com.github.os72.protobuf351.Internal.EnumLiteMap() {
              public AttributeType findValueByNumber(int number) {
                return AttributeType.forNumber(number);
              }
            };

      public final com.github.os72.protobuf351.Descriptors.EnumValueDescriptor
          getValueDescriptor() {
        return getDescriptor().getValues().get(ordinal());
      }
      public final com.github.os72.protobuf351.Descriptors.EnumDescriptor
          getDescriptorForType() {
        return getDescriptor();
      }
      public static final com.github.os72.protobuf351.Descriptors.EnumDescriptor
          getDescriptor() {
        return onnx.OnnxMlProto3.AttributeProto.getDescriptor().getEnumTypes().get(0);
      }

      private static final AttributeType[] VALUES = values();

      public static AttributeType valueOf(
          com.github.os72.protobuf351.Descriptors.EnumValueDescriptor desc) {
        if (desc.getType() != getDescriptor()) {
          throw new java.lang.IllegalArgumentException(
            "EnumValueDescriptor is not for this type.");
        }
        if (desc.getIndex() == -1) {
          return UNRECOGNIZED;
        }
        return VALUES[desc.getIndex()];
      }

      private final int value;

      private AttributeType(int value) {
        this.value = value;
      }

      // @@protoc_insertion_point(enum_scope:onnx.AttributeProto.AttributeType)
    }

    private int bitField0_;
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      /**
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       * The name field MUST be present for this version of the IR.
       * 
       *
       * string name = 1;
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       * 
       * The name field MUST be present for this version of the IR.
       * 
       *
       * string name = 1;
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          name_ = b;
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      /**
       * 
       * The name field MUST be present for this version of the IR.
       * 
       *
       * string name = 1;
       */
      public Builder setName(
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        if (value == null) {
    throw new NullPointerException();
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        name_ = value;
        onChanged();
        return this;
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      /**
       * 
       * The name field MUST be present for this version of the IR.
       * 
       *
       * string name = 1;
       */
      public Builder clearName() {
        
        name_ = getDefaultInstance().getName();
        onChanged();
        return this;
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      /**
       * 
       * The name field MUST be present for this version of the IR.
       * 
       *
       * string name = 1;
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       * A human-readable documentation for this attribute. Markdown is allowed.
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       *
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      /**
       * 
       * A human-readable documentation for this attribute. Markdown is allowed.
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       *
       * string doc_string = 13;
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       * A human-readable documentation for this attribute. Markdown is allowed.
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       * 
       * A human-readable documentation for this attribute. Markdown is allowed.
       * 
       *
       * string doc_string = 13;
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      /**
       * 
       * A human-readable documentation for this attribute. Markdown is allowed.
       * 
       *
       * string doc_string = 13;
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        docString_ = value;
        onChanged();
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      private int type_ = 0;
      /**
       * 
       * The type field MUST be present for this version of the IR.
       * For 0.0.1 versions of the IR, this field was not defined, and
       * implementations needed to use has_field hueristics to determine
       * which value field was in use.  For IR_VERSION 0.0.2 or later, this
       * field MUST be set and match the f|i|s|t|... field in use.  This
       * change was made to accomodate proto3 implementations.
       * 
       *
       * .onnx.AttributeProto.AttributeType type = 20;
       */
      public int getTypeValue() {
        return type_;
      }
      /**
       * 
       * The type field MUST be present for this version of the IR.
       * For 0.0.1 versions of the IR, this field was not defined, and
       * implementations needed to use has_field hueristics to determine
       * which value field was in use.  For IR_VERSION 0.0.2 or later, this
       * field MUST be set and match the f|i|s|t|... field in use.  This
       * change was made to accomodate proto3 implementations.
       * 
       *
       * .onnx.AttributeProto.AttributeType type = 20;
       */
      public Builder setTypeValue(int value) {
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        onChanged();
        return this;
      }
      /**
       * 
       * The type field MUST be present for this version of the IR.
       * For 0.0.1 versions of the IR, this field was not defined, and
       * implementations needed to use has_field hueristics to determine
       * which value field was in use.  For IR_VERSION 0.0.2 or later, this
       * field MUST be set and match the f|i|s|t|... field in use.  This
       * change was made to accomodate proto3 implementations.
       * 
       *
       * .onnx.AttributeProto.AttributeType type = 20;
       */
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      /**
       * 
       * The type field MUST be present for this version of the IR.
       * For 0.0.1 versions of the IR, this field was not defined, and
       * implementations needed to use has_field hueristics to determine
       * which value field was in use.  For IR_VERSION 0.0.2 or later, this
       * field MUST be set and match the f|i|s|t|... field in use.  This
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       * 
       *
       * .onnx.AttributeProto.AttributeType type = 20;
       */
      public Builder setType(onnx.OnnxMlProto3.AttributeProto.AttributeType value) {
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        type_ = value.getNumber();
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      /**
       * 
       * The type field MUST be present for this version of the IR.
       * For 0.0.1 versions of the IR, this field was not defined, and
       * implementations needed to use has_field hueristics to determine
       * which value field was in use.  For IR_VERSION 0.0.2 or later, this
       * field MUST be set and match the f|i|s|t|... field in use.  This
       * change was made to accomodate proto3 implementations.
       * 
       *
       * .onnx.AttributeProto.AttributeType type = 20;
       */
      public Builder clearType() {
        
        type_ = 0;
        onChanged();
        return this;
      }

      private float f_ ;
      /**
       * 
       * Exactly ONE of the following fields must be present for this version of the IR
       * 
       *
       * float f = 2;
       */
      public float getF() {
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      /**
       * 
       * Exactly ONE of the following fields must be present for this version of the IR
       * 
       *
       * float f = 2;
       */
      public Builder setF(float value) {
        
        f_ = value;
        onChanged();
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      }
      /**
       * 
       * Exactly ONE of the following fields must be present for this version of the IR
       * 
       *
       * float f = 2;
       */
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        onChanged();
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      private long i_ ;
      /**
       * 
       * int
       * 
       *
       * int64 i = 3;
       */
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      /**
       * 
       * int
       * 
       *
       * int64 i = 3;
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      /**
       * 
       * int
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       *
       * int64 i = 3;
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       *
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       *
       * bytes s = 4;
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       * UTF-8 string
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       *
       * bytes s = 4;
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      private onnx.OnnxMlProto3.TensorProto t_ = null;
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       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
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       * 
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       * 
       *
       * .onnx.TensorProto t = 5;
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      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public Builder setT(onnx.OnnxMlProto3.TensorProto value) {
        if (tBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          t_ = value;
          onChanged();
        } else {
          tBuilder_.setMessage(value);
        }

        return this;
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public Builder setT(
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        if (tBuilder_ == null) {
          t_ = builderForValue.build();
          onChanged();
        } else {
          tBuilder_.setMessage(builderForValue.build());
        }

        return this;
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public Builder mergeT(onnx.OnnxMlProto3.TensorProto value) {
        if (tBuilder_ == null) {
          if (t_ != null) {
            t_ =
              onnx.OnnxMlProto3.TensorProto.newBuilder(t_).mergeFrom(value).buildPartial();
          } else {
            t_ = value;
          }
          onChanged();
        } else {
          tBuilder_.mergeFrom(value);
        }

        return this;
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public Builder clearT() {
        if (tBuilder_ == null) {
          t_ = null;
          onChanged();
        } else {
          t_ = null;
          tBuilder_ = null;
        }

        return this;
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public onnx.OnnxMlProto3.TensorProto.Builder getTBuilder() {
        
        onChanged();
        return getTFieldBuilder().getBuilder();
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public onnx.OnnxMlProto3.TensorProtoOrBuilder getTOrBuilder() {
        if (tBuilder_ != null) {
          return tBuilder_.getMessageOrBuilder();
        } else {
          return t_ == null ?
              onnx.OnnxMlProto3.TensorProto.getDefaultInstance() : t_;
        }
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      private com.github.os72.protobuf351.SingleFieldBuilderV3<
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          getTFieldBuilder() {
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                  getParentForChildren(),
                  isClean());
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      private onnx.OnnxMlProto3.GraphProto g_ = null;
      private com.github.os72.protobuf351.SingleFieldBuilderV3<
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      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public boolean hasG() {
        return gBuilder_ != null || g_ != null;
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public onnx.OnnxMlProto3.GraphProto getG() {
        if (gBuilder_ == null) {
          return g_ == null ? onnx.OnnxMlProto3.GraphProto.getDefaultInstance() : g_;
        } else {
          return gBuilder_.getMessage();
        }
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public Builder setG(onnx.OnnxMlProto3.GraphProto value) {
        if (gBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          g_ = value;
          onChanged();
        } else {
          gBuilder_.setMessage(value);
        }

        return this;
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public Builder setG(
          onnx.OnnxMlProto3.GraphProto.Builder builderForValue) {
        if (gBuilder_ == null) {
          g_ = builderForValue.build();
          onChanged();
        } else {
          gBuilder_.setMessage(builderForValue.build());
        }

        return this;
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public Builder mergeG(onnx.OnnxMlProto3.GraphProto value) {
        if (gBuilder_ == null) {
          if (g_ != null) {
            g_ =
              onnx.OnnxMlProto3.GraphProto.newBuilder(g_).mergeFrom(value).buildPartial();
          } else {
            g_ = value;
          }
          onChanged();
        } else {
          gBuilder_.mergeFrom(value);
        }

        return this;
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public Builder clearG() {
        if (gBuilder_ == null) {
          g_ = null;
          onChanged();
        } else {
          g_ = null;
          gBuilder_ = null;
        }

        return this;
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public onnx.OnnxMlProto3.GraphProto.Builder getGBuilder() {
        
        onChanged();
        return getGFieldBuilder().getBuilder();
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public onnx.OnnxMlProto3.GraphProtoOrBuilder getGOrBuilder() {
        if (gBuilder_ != null) {
          return gBuilder_.getMessageOrBuilder();
        } else {
          return g_ == null ?
              onnx.OnnxMlProto3.GraphProto.getDefaultInstance() : g_;
        }
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      private com.github.os72.protobuf351.SingleFieldBuilderV3<
          onnx.OnnxMlProto3.GraphProto, onnx.OnnxMlProto3.GraphProto.Builder, onnx.OnnxMlProto3.GraphProtoOrBuilder> 
          getGFieldBuilder() {
        if (gBuilder_ == null) {
          gBuilder_ = new com.github.os72.protobuf351.SingleFieldBuilderV3<
              onnx.OnnxMlProto3.GraphProto, onnx.OnnxMlProto3.GraphProto.Builder, onnx.OnnxMlProto3.GraphProtoOrBuilder>(
                  getG(),
                  getParentForChildren(),
                  isClean());
          g_ = null;
        }
        return gBuilder_;
      }

      private java.util.List floats_ = java.util.Collections.emptyList();
      private void ensureFloatsIsMutable() {
        if (!((bitField0_ & 0x00000100) == 0x00000100)) {
          floats_ = new java.util.ArrayList(floats_);
          bitField0_ |= 0x00000100;
         }
      }
      /**
       * 
       * list of floats
       * 
       *
       * repeated float floats = 7;
       */
      public java.util.List
          getFloatsList() {
        return java.util.Collections.unmodifiableList(floats_);
      }
      /**
       * 
       * list of floats
       * 
       *
       * repeated float floats = 7;
       */
      public int getFloatsCount() {
        return floats_.size();
      }
      /**
       * 
       * list of floats
       * 
       *
       * repeated float floats = 7;
       */
      public float getFloats(int index) {
        return floats_.get(index);
      }
      /**
       * 
       * list of floats
       * 
       *
       * repeated float floats = 7;
       */
      public Builder setFloats(
          int index, float value) {
        ensureFloatsIsMutable();
        floats_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * list of floats
       * 
       *
       * repeated float floats = 7;
       */
      public Builder addFloats(float value) {
        ensureFloatsIsMutable();
        floats_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * list of floats
       * 
       *
       * repeated float floats = 7;
       */
      public Builder addAllFloats(
          java.lang.Iterable values) {
        ensureFloatsIsMutable();
        com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
            values, floats_);
        onChanged();
        return this;
      }
      /**
       * 
       * list of floats
       * 
       *
       * repeated float floats = 7;
       */
      public Builder clearFloats() {
        floats_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000100);
        onChanged();
        return this;
      }

      private java.util.List ints_ = java.util.Collections.emptyList();
      private void ensureIntsIsMutable() {
        if (!((bitField0_ & 0x00000200) == 0x00000200)) {
          ints_ = new java.util.ArrayList(ints_);
          bitField0_ |= 0x00000200;
         }
      }
      /**
       * 
       * list of ints
       * 
       *
       * repeated int64 ints = 8;
       */
      public java.util.List
          getIntsList() {
        return java.util.Collections.unmodifiableList(ints_);
      }
      /**
       * 
       * list of ints
       * 
       *
       * repeated int64 ints = 8;
       */
      public int getIntsCount() {
        return ints_.size();
      }
      /**
       * 
       * list of ints
       * 
       *
       * repeated int64 ints = 8;
       */
      public long getInts(int index) {
        return ints_.get(index);
      }
      /**
       * 
       * list of ints
       * 
       *
       * repeated int64 ints = 8;
       */
      public Builder setInts(
          int index, long value) {
        ensureIntsIsMutable();
        ints_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * list of ints
       * 
       *
       * repeated int64 ints = 8;
       */
      public Builder addInts(long value) {
        ensureIntsIsMutable();
        ints_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * list of ints
       * 
       *
       * repeated int64 ints = 8;
       */
      public Builder addAllInts(
          java.lang.Iterable values) {
        ensureIntsIsMutable();
        com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
            values, ints_);
        onChanged();
        return this;
      }
      /**
       * 
       * list of ints
       * 
       *
       * repeated int64 ints = 8;
       */
      public Builder clearInts() {
        ints_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000200);
        onChanged();
        return this;
      }

      private java.util.List strings_ = java.util.Collections.emptyList();
      private void ensureStringsIsMutable() {
        if (!((bitField0_ & 0x00000400) == 0x00000400)) {
          strings_ = new java.util.ArrayList(strings_);
          bitField0_ |= 0x00000400;
         }
      }
      /**
       * 
       * list of UTF-8 strings
       * 
       *
       * repeated bytes strings = 9;
       */
      public java.util.List
          getStringsList() {
        return java.util.Collections.unmodifiableList(strings_);
      }
      /**
       * 
       * list of UTF-8 strings
       * 
       *
       * repeated bytes strings = 9;
       */
      public int getStringsCount() {
        return strings_.size();
      }
      /**
       * 
       * list of UTF-8 strings
       * 
       *
       * repeated bytes strings = 9;
       */
      public com.github.os72.protobuf351.ByteString getStrings(int index) {
        return strings_.get(index);
      }
      /**
       * 
       * list of UTF-8 strings
       * 
       *
       * repeated bytes strings = 9;
       */
      public Builder setStrings(
          int index, com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  ensureStringsIsMutable();
        strings_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * list of UTF-8 strings
       * 
       *
       * repeated bytes strings = 9;
       */
      public Builder addStrings(com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  ensureStringsIsMutable();
        strings_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * list of UTF-8 strings
       * 
       *
       * repeated bytes strings = 9;
       */
      public Builder addAllStrings(
          java.lang.Iterable values) {
        ensureStringsIsMutable();
        com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
            values, strings_);
        onChanged();
        return this;
      }
      /**
       * 
       * list of UTF-8 strings
       * 
       *
       * repeated bytes strings = 9;
       */
      public Builder clearStrings() {
        strings_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000400);
        onChanged();
        return this;
      }

      private java.util.List tensors_ =
        java.util.Collections.emptyList();
      private void ensureTensorsIsMutable() {
        if (!((bitField0_ & 0x00000800) == 0x00000800)) {
          tensors_ = new java.util.ArrayList(tensors_);
          bitField0_ |= 0x00000800;
         }
      }

      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.TensorProto, onnx.OnnxMlProto3.TensorProto.Builder, onnx.OnnxMlProto3.TensorProtoOrBuilder> tensorsBuilder_;

      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public java.util.List getTensorsList() {
        if (tensorsBuilder_ == null) {
          return java.util.Collections.unmodifiableList(tensors_);
        } else {
          return tensorsBuilder_.getMessageList();
        }
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public int getTensorsCount() {
        if (tensorsBuilder_ == null) {
          return tensors_.size();
        } else {
          return tensorsBuilder_.getCount();
        }
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public onnx.OnnxMlProto3.TensorProto getTensors(int index) {
        if (tensorsBuilder_ == null) {
          return tensors_.get(index);
        } else {
          return tensorsBuilder_.getMessage(index);
        }
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public Builder setTensors(
          int index, onnx.OnnxMlProto3.TensorProto value) {
        if (tensorsBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureTensorsIsMutable();
          tensors_.set(index, value);
          onChanged();
        } else {
          tensorsBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public Builder setTensors(
          int index, onnx.OnnxMlProto3.TensorProto.Builder builderForValue) {
        if (tensorsBuilder_ == null) {
          ensureTensorsIsMutable();
          tensors_.set(index, builderForValue.build());
          onChanged();
        } else {
          tensorsBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public Builder addTensors(onnx.OnnxMlProto3.TensorProto value) {
        if (tensorsBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureTensorsIsMutable();
          tensors_.add(value);
          onChanged();
        } else {
          tensorsBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public Builder addTensors(
          int index, onnx.OnnxMlProto3.TensorProto value) {
        if (tensorsBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureTensorsIsMutable();
          tensors_.add(index, value);
          onChanged();
        } else {
          tensorsBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public Builder addTensors(
          onnx.OnnxMlProto3.TensorProto.Builder builderForValue) {
        if (tensorsBuilder_ == null) {
          ensureTensorsIsMutable();
          tensors_.add(builderForValue.build());
          onChanged();
        } else {
          tensorsBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public Builder addTensors(
          int index, onnx.OnnxMlProto3.TensorProto.Builder builderForValue) {
        if (tensorsBuilder_ == null) {
          ensureTensorsIsMutable();
          tensors_.add(index, builderForValue.build());
          onChanged();
        } else {
          tensorsBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public Builder addAllTensors(
          java.lang.Iterable values) {
        if (tensorsBuilder_ == null) {
          ensureTensorsIsMutable();
          com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
              values, tensors_);
          onChanged();
        } else {
          tensorsBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public Builder clearTensors() {
        if (tensorsBuilder_ == null) {
          tensors_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000800);
          onChanged();
        } else {
          tensorsBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public Builder removeTensors(int index) {
        if (tensorsBuilder_ == null) {
          ensureTensorsIsMutable();
          tensors_.remove(index);
          onChanged();
        } else {
          tensorsBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public onnx.OnnxMlProto3.TensorProto.Builder getTensorsBuilder(
          int index) {
        return getTensorsFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public onnx.OnnxMlProto3.TensorProtoOrBuilder getTensorsOrBuilder(
          int index) {
        if (tensorsBuilder_ == null) {
          return tensors_.get(index);  } else {
          return tensorsBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public java.util.List 
           getTensorsOrBuilderList() {
        if (tensorsBuilder_ != null) {
          return tensorsBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(tensors_);
        }
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public onnx.OnnxMlProto3.TensorProto.Builder addTensorsBuilder() {
        return getTensorsFieldBuilder().addBuilder(
            onnx.OnnxMlProto3.TensorProto.getDefaultInstance());
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public onnx.OnnxMlProto3.TensorProto.Builder addTensorsBuilder(
          int index) {
        return getTensorsFieldBuilder().addBuilder(
            index, onnx.OnnxMlProto3.TensorProto.getDefaultInstance());
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public java.util.List 
           getTensorsBuilderList() {
        return getTensorsFieldBuilder().getBuilderList();
      }
      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.TensorProto, onnx.OnnxMlProto3.TensorProto.Builder, onnx.OnnxMlProto3.TensorProtoOrBuilder> 
          getTensorsFieldBuilder() {
        if (tensorsBuilder_ == null) {
          tensorsBuilder_ = new com.github.os72.protobuf351.RepeatedFieldBuilderV3<
              onnx.OnnxMlProto3.TensorProto, onnx.OnnxMlProto3.TensorProto.Builder, onnx.OnnxMlProto3.TensorProtoOrBuilder>(
                  tensors_,
                  ((bitField0_ & 0x00000800) == 0x00000800),
                  getParentForChildren(),
                  isClean());
          tensors_ = null;
        }
        return tensorsBuilder_;
      }

      private java.util.List graphs_ =
        java.util.Collections.emptyList();
      private void ensureGraphsIsMutable() {
        if (!((bitField0_ & 0x00001000) == 0x00001000)) {
          graphs_ = new java.util.ArrayList(graphs_);
          bitField0_ |= 0x00001000;
         }
      }

      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.GraphProto, onnx.OnnxMlProto3.GraphProto.Builder, onnx.OnnxMlProto3.GraphProtoOrBuilder> graphsBuilder_;

      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public java.util.List getGraphsList() {
        if (graphsBuilder_ == null) {
          return java.util.Collections.unmodifiableList(graphs_);
        } else {
          return graphsBuilder_.getMessageList();
        }
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public int getGraphsCount() {
        if (graphsBuilder_ == null) {
          return graphs_.size();
        } else {
          return graphsBuilder_.getCount();
        }
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public onnx.OnnxMlProto3.GraphProto getGraphs(int index) {
        if (graphsBuilder_ == null) {
          return graphs_.get(index);
        } else {
          return graphsBuilder_.getMessage(index);
        }
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public Builder setGraphs(
          int index, onnx.OnnxMlProto3.GraphProto value) {
        if (graphsBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureGraphsIsMutable();
          graphs_.set(index, value);
          onChanged();
        } else {
          graphsBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public Builder setGraphs(
          int index, onnx.OnnxMlProto3.GraphProto.Builder builderForValue) {
        if (graphsBuilder_ == null) {
          ensureGraphsIsMutable();
          graphs_.set(index, builderForValue.build());
          onChanged();
        } else {
          graphsBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public Builder addGraphs(onnx.OnnxMlProto3.GraphProto value) {
        if (graphsBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureGraphsIsMutable();
          graphs_.add(value);
          onChanged();
        } else {
          graphsBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public Builder addGraphs(
          int index, onnx.OnnxMlProto3.GraphProto value) {
        if (graphsBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureGraphsIsMutable();
          graphs_.add(index, value);
          onChanged();
        } else {
          graphsBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public Builder addGraphs(
          onnx.OnnxMlProto3.GraphProto.Builder builderForValue) {
        if (graphsBuilder_ == null) {
          ensureGraphsIsMutable();
          graphs_.add(builderForValue.build());
          onChanged();
        } else {
          graphsBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public Builder addGraphs(
          int index, onnx.OnnxMlProto3.GraphProto.Builder builderForValue) {
        if (graphsBuilder_ == null) {
          ensureGraphsIsMutable();
          graphs_.add(index, builderForValue.build());
          onChanged();
        } else {
          graphsBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public Builder addAllGraphs(
          java.lang.Iterable values) {
        if (graphsBuilder_ == null) {
          ensureGraphsIsMutable();
          com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
              values, graphs_);
          onChanged();
        } else {
          graphsBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public Builder clearGraphs() {
        if (graphsBuilder_ == null) {
          graphs_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00001000);
          onChanged();
        } else {
          graphsBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public Builder removeGraphs(int index) {
        if (graphsBuilder_ == null) {
          ensureGraphsIsMutable();
          graphs_.remove(index);
          onChanged();
        } else {
          graphsBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public onnx.OnnxMlProto3.GraphProto.Builder getGraphsBuilder(
          int index) {
        return getGraphsFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public onnx.OnnxMlProto3.GraphProtoOrBuilder getGraphsOrBuilder(
          int index) {
        if (graphsBuilder_ == null) {
          return graphs_.get(index);  } else {
          return graphsBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public java.util.List 
           getGraphsOrBuilderList() {
        if (graphsBuilder_ != null) {
          return graphsBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(graphs_);
        }
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public onnx.OnnxMlProto3.GraphProto.Builder addGraphsBuilder() {
        return getGraphsFieldBuilder().addBuilder(
            onnx.OnnxMlProto3.GraphProto.getDefaultInstance());
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public onnx.OnnxMlProto3.GraphProto.Builder addGraphsBuilder(
          int index) {
        return getGraphsFieldBuilder().addBuilder(
            index, onnx.OnnxMlProto3.GraphProto.getDefaultInstance());
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public java.util.List 
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      public onnx.OnnxMlProto3.TypeProto getType() {
        if (typeBuilder_ == null) {
          return type_ == null ? onnx.OnnxMlProto3.TypeProto.getDefaultInstance() : type_;
        } else {
          return typeBuilder_.getMessage();
        }
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      public Builder setType(onnx.OnnxMlProto3.TypeProto value) {
        if (typeBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          type_ = value;
          onChanged();
        } else {
          typeBuilder_.setMessage(value);
        }

        return this;
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      public Builder setType(
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        if (typeBuilder_ == null) {
          type_ = builderForValue.build();
          onChanged();
        } else {
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        }

        return this;
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      public Builder mergeType(onnx.OnnxMlProto3.TypeProto value) {
        if (typeBuilder_ == null) {
          if (type_ != null) {
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          } else {
            type_ = value;
          }
          onChanged();
        } else {
          typeBuilder_.mergeFrom(value);
        }

        return this;
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      public Builder clearType() {
        if (typeBuilder_ == null) {
          type_ = null;
          onChanged();
        } else {
          type_ = null;
          typeBuilder_ = null;
        }

        return this;
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      public onnx.OnnxMlProto3.TypeProto.Builder getTypeBuilder() {
        
        onChanged();
        return getTypeFieldBuilder().getBuilder();
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      public onnx.OnnxMlProto3.TypeProtoOrBuilder getTypeOrBuilder() {
        if (typeBuilder_ != null) {
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          return type_ == null ?
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      /**
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       * This field MUST be present in this version of the IR.
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       * A human-readable documentation for this value. Markdown is allowed.
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      /**
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       * A human-readable documentation for this value. Markdown is allowed.
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      /**
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       * A human-readable documentation for this value. Markdown is allowed.
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      public Builder clearDocString() {
        
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      /**
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      // @@protoc_insertion_point(builder_scope:onnx.ValueInfoProto)
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    // @@protoc_insertion_point(class_scope:onnx.ValueInfoProto)
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    public onnx.OnnxMlProto3.ValueInfoProto getDefaultInstanceForType() {
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     *
     * repeated string input = 1;
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    /**
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    /**
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    /**
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     *
     * repeated string output = 2;
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    /**
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    com.github.os72.protobuf351.ByteString
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    /**
     * 
     * An optional identifier for this node in a graph.
     * This field MAY be absent in ths version of the IR.
     * 
     *
     * string name = 3;
     */
    java.lang.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;
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    /**
     * 
     * The symbolic identifier of the Operator to execute.
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     *
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     * The symbolic identifier of the Operator to execute.
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     * The domain of the OperatorSet that specifies the operator named by op_type.
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    /**
     * 
     * Additional named attributes.
     * NOTE: Simply using ValueProto.NameValuePairProto is the most general
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     *
     * repeated .onnx.AttributeProto attribute = 5;
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    java.util.List 
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    /**
     * 
     * Additional named attributes.
     * NOTE: Simply using ValueProto.NameValuePairProto is the most general
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     * 
     *
     * repeated .onnx.AttributeProto attribute = 5;
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    /**
     * 
     * Additional named attributes.
     * NOTE: Simply using ValueProto.NameValuePairProto is the most general
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     * 
     *
     * repeated .onnx.AttributeProto attribute = 5;
     */
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    /**
     * 
     * Additional named attributes.
     * NOTE: Simply using ValueProto.NameValuePairProto is the most general
     *       solution.  I kept AttributeProto to minimize churn on CI results.
     * 
     *
     * repeated .onnx.AttributeProto attribute = 5;
     */
    java.util.List 
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    /**
     * 
     * Additional named attributes.
     * NOTE: Simply using ValueProto.NameValuePairProto is the most general
     *       solution.  I kept AttributeProto to minimize churn on CI results.
     * 
     *
     * repeated .onnx.AttributeProto attribute = 5;
     */
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    /**
     * 
     * A human-readable documentation for this node. Markdown is allowed.
     * 
     *
     * string doc_string = 6;
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    /**
     * 
     * A human-readable documentation for this node. Markdown is allowed.
     * 
     *
     * string doc_string = 6;
     */
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  /**
   * 
   * NodeProto stores a node that is similar to the notion of "layer"
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   * 
   *
   * Protobuf type {@code onnx.NodeProto}
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     * 
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     *
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    /**
     * 
     * Additional named attributes.
     * NOTE: Simply using ValueProto.NameValuePairProto is the most general
     *       solution.  I kept AttributeProto to minimize churn on CI results.
     * 
     *
     * repeated .onnx.AttributeProto attribute = 5;
     */
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     * 
     * Additional named attributes.
     * NOTE: Simply using ValueProto.NameValuePairProto is the most general
     *       solution.  I kept AttributeProto to minimize churn on CI results.
     * 
     *
     * repeated .onnx.AttributeProto attribute = 5;
     */
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    /**
     * 
     * Additional named attributes.
     * NOTE: Simply using ValueProto.NameValuePairProto is the most general
     *       solution.  I kept AttributeProto to minimize churn on CI results.
     * 
     *
     * repeated .onnx.AttributeProto attribute = 5;
     */
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     * 
     *
     * repeated .onnx.AttributeProto attribute = 5;
     */
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     *
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       * string name = 3;
       */
      public Builder clearName() {
        
        name_ = getDefaultInstance().getName();
        onChanged();
        return this;
      }
      /**
       * 
       * An optional identifier for this node in a graph.
       * This field MAY be absent in ths version of the IR.
       * 
       *
       * string name = 3;
       */
      public Builder setNameBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        name_ = value;
        onChanged();
        return this;
      }

      private java.lang.Object opType_ = "";
      /**
       * 
       * The symbolic identifier of the Operator to execute.
       * 
       *
       * string op_type = 4;
       */
      public java.lang.String getOpType() {
        java.lang.Object ref = opType_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          opType_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * The symbolic identifier of the Operator to execute.
       * 
       *
       * string op_type = 4;
       */
      public com.github.os72.protobuf351.ByteString
          getOpTypeBytes() {
        java.lang.Object ref = opType_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          opType_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * The symbolic identifier of the Operator to execute.
       * 
       *
       * string op_type = 4;
       */
      public Builder setOpType(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        opType_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * The symbolic identifier of the Operator to execute.
       * 
       *
       * string op_type = 4;
       */
      public Builder clearOpType() {
        
        opType_ = getDefaultInstance().getOpType();
        onChanged();
        return this;
      }
      /**
       * 
       * The symbolic identifier of the Operator to execute.
       * 
       *
       * string op_type = 4;
       */
      public Builder setOpTypeBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        opType_ = value;
        onChanged();
        return this;
      }

      private java.lang.Object domain_ = "";
      /**
       * 
       * The domain of the OperatorSet that specifies the operator named by op_type.
       * 
       *
       * string domain = 7;
       */
      public java.lang.String getDomain() {
        java.lang.Object ref = domain_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          domain_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * The domain of the OperatorSet that specifies the operator named by op_type.
       * 
       *
       * string domain = 7;
       */
      public com.github.os72.protobuf351.ByteString
          getDomainBytes() {
        java.lang.Object ref = domain_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          domain_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * The domain of the OperatorSet that specifies the operator named by op_type.
       * 
       *
       * string domain = 7;
       */
      public Builder setDomain(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        domain_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * The domain of the OperatorSet that specifies the operator named by op_type.
       * 
       *
       * string domain = 7;
       */
      public Builder clearDomain() {
        
        domain_ = getDefaultInstance().getDomain();
        onChanged();
        return this;
      }
      /**
       * 
       * The domain of the OperatorSet that specifies the operator named by op_type.
       * 
       *
       * string domain = 7;
       */
      public Builder setDomainBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        domain_ = value;
        onChanged();
        return this;
      }

      private java.util.List attribute_ =
        java.util.Collections.emptyList();
      private void ensureAttributeIsMutable() {
        if (!((bitField0_ & 0x00000020) == 0x00000020)) {
          attribute_ = new java.util.ArrayList(attribute_);
          bitField0_ |= 0x00000020;
         }
      }

      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.AttributeProto, onnx.OnnxMlProto3.AttributeProto.Builder, onnx.OnnxMlProto3.AttributeProtoOrBuilder> attributeBuilder_;

      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public java.util.List getAttributeList() {
        if (attributeBuilder_ == null) {
          return java.util.Collections.unmodifiableList(attribute_);
        } else {
          return attributeBuilder_.getMessageList();
        }
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public int getAttributeCount() {
        if (attributeBuilder_ == null) {
          return attribute_.size();
        } else {
          return attributeBuilder_.getCount();
        }
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public onnx.OnnxMlProto3.AttributeProto getAttribute(int index) {
        if (attributeBuilder_ == null) {
          return attribute_.get(index);
        } else {
          return attributeBuilder_.getMessage(index);
        }
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public Builder setAttribute(
          int index, onnx.OnnxMlProto3.AttributeProto value) {
        if (attributeBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureAttributeIsMutable();
          attribute_.set(index, value);
          onChanged();
        } else {
          attributeBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public Builder setAttribute(
          int index, onnx.OnnxMlProto3.AttributeProto.Builder builderForValue) {
        if (attributeBuilder_ == null) {
          ensureAttributeIsMutable();
          attribute_.set(index, builderForValue.build());
          onChanged();
        } else {
          attributeBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public Builder addAttribute(onnx.OnnxMlProto3.AttributeProto value) {
        if (attributeBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureAttributeIsMutable();
          attribute_.add(value);
          onChanged();
        } else {
          attributeBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public Builder addAttribute(
          int index, onnx.OnnxMlProto3.AttributeProto value) {
        if (attributeBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureAttributeIsMutable();
          attribute_.add(index, value);
          onChanged();
        } else {
          attributeBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public Builder addAttribute(
          onnx.OnnxMlProto3.AttributeProto.Builder builderForValue) {
        if (attributeBuilder_ == null) {
          ensureAttributeIsMutable();
          attribute_.add(builderForValue.build());
          onChanged();
        } else {
          attributeBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public Builder addAttribute(
          int index, onnx.OnnxMlProto3.AttributeProto.Builder builderForValue) {
        if (attributeBuilder_ == null) {
          ensureAttributeIsMutable();
          attribute_.add(index, builderForValue.build());
          onChanged();
        } else {
          attributeBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public Builder addAllAttribute(
          java.lang.Iterable values) {
        if (attributeBuilder_ == null) {
          ensureAttributeIsMutable();
          com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
              values, attribute_);
          onChanged();
        } else {
          attributeBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public Builder clearAttribute() {
        if (attributeBuilder_ == null) {
          attribute_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000020);
          onChanged();
        } else {
          attributeBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public Builder removeAttribute(int index) {
        if (attributeBuilder_ == null) {
          ensureAttributeIsMutable();
          attribute_.remove(index);
          onChanged();
        } else {
          attributeBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public onnx.OnnxMlProto3.AttributeProto.Builder getAttributeBuilder(
          int index) {
        return getAttributeFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public onnx.OnnxMlProto3.AttributeProtoOrBuilder getAttributeOrBuilder(
          int index) {
        if (attributeBuilder_ == null) {
          return attribute_.get(index);  } else {
          return attributeBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public java.util.List 
           getAttributeOrBuilderList() {
        if (attributeBuilder_ != null) {
          return attributeBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(attribute_);
        }
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public onnx.OnnxMlProto3.AttributeProto.Builder addAttributeBuilder() {
        return getAttributeFieldBuilder().addBuilder(
            onnx.OnnxMlProto3.AttributeProto.getDefaultInstance());
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public onnx.OnnxMlProto3.AttributeProto.Builder addAttributeBuilder(
          int index) {
        return getAttributeFieldBuilder().addBuilder(
            index, onnx.OnnxMlProto3.AttributeProto.getDefaultInstance());
      }
      /**
       * 
       * Additional named attributes.
       * NOTE: Simply using ValueProto.NameValuePairProto is the most general
       *       solution.  I kept AttributeProto to minimize churn on CI results.
       * 
       *
       * repeated .onnx.AttributeProto attribute = 5;
       */
      public java.util.List 
           getAttributeBuilderList() {
        return getAttributeFieldBuilder().getBuilderList();
      }
      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.AttributeProto, onnx.OnnxMlProto3.AttributeProto.Builder, onnx.OnnxMlProto3.AttributeProtoOrBuilder> 
          getAttributeFieldBuilder() {
        if (attributeBuilder_ == null) {
          attributeBuilder_ = new com.github.os72.protobuf351.RepeatedFieldBuilderV3<
              onnx.OnnxMlProto3.AttributeProto, onnx.OnnxMlProto3.AttributeProto.Builder, onnx.OnnxMlProto3.AttributeProtoOrBuilder>(
                  attribute_,
                  ((bitField0_ & 0x00000020) == 0x00000020),
                  getParentForChildren(),
                  isClean());
          attribute_ = null;
        }
        return attributeBuilder_;
      }

      private java.lang.Object docString_ = "";
      /**
       * 
       * A human-readable documentation for this node. Markdown is allowed.
       * 
       *
       * string doc_string = 6;
       */
      public java.lang.String getDocString() {
        java.lang.Object ref = docString_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          docString_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this node. Markdown is allowed.
       * 
       *
       * string doc_string = 6;
       */
      public com.github.os72.protobuf351.ByteString
          getDocStringBytes() {
        java.lang.Object ref = docString_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          docString_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this node. Markdown is allowed.
       * 
       *
       * string doc_string = 6;
       */
      public Builder setDocString(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        docString_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this node. Markdown is allowed.
       * 
       *
       * string doc_string = 6;
       */
      public Builder clearDocString() {
        
        docString_ = getDefaultInstance().getDocString();
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this node. Markdown is allowed.
       * 
       *
       * string doc_string = 6;
       */
      public Builder setDocStringBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        docString_ = value;
        onChanged();
        return this;
      }
      public final Builder setUnknownFields(
          final com.github.os72.protobuf351.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
          final com.github.os72.protobuf351.UnknownFieldSet unknownFields) {
        return super.mergeUnknownFields(unknownFields);
      }


      // @@protoc_insertion_point(builder_scope:onnx.NodeProto)
    }

    // @@protoc_insertion_point(class_scope:onnx.NodeProto)
    private static final onnx.OnnxMlProto3.NodeProto DEFAULT_INSTANCE;
    static {
      DEFAULT_INSTANCE = new onnx.OnnxMlProto3.NodeProto();
    }

    public static onnx.OnnxMlProto3.NodeProto getDefaultInstance() {
      return DEFAULT_INSTANCE;
    }

    private static final com.github.os72.protobuf351.Parser
        PARSER = new com.github.os72.protobuf351.AbstractParser() {
      public NodeProto parsePartialFrom(
          com.github.os72.protobuf351.CodedInputStream input,
          com.github.os72.protobuf351.ExtensionRegistryLite extensionRegistry)
          throws com.github.os72.protobuf351.InvalidProtocolBufferException {
        return new NodeProto(input, extensionRegistry);
      }
    };

    public static com.github.os72.protobuf351.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public com.github.os72.protobuf351.Parser getParserForType() {
      return PARSER;
    }

    public onnx.OnnxMlProto3.NodeProto getDefaultInstanceForType() {
      return DEFAULT_INSTANCE;
    }

  }

  public interface ModelProtoOrBuilder extends
      // @@protoc_insertion_point(interface_extends:onnx.ModelProto)
      com.github.os72.protobuf351.MessageOrBuilder {

    /**
     * 
     * The version of the IR this model targets. See Version enum above.
     * This field MUST be present.
     * 
     *
     * int64 ir_version = 1;
     */
    long getIrVersion();

    /**
     * 
     * The OperatorSets this model relies on.
     * All ModelProtos MUST have at least one entry that
     * specifies which version of the ONNX OperatorSet is
     * being imported.
     * All nodes in the ModelProto's graph will bind against the operator
     * with the same-domain/same-op_type operator with the HIGHEST version
     * in the referenced operator sets.
     * 
     *
     * repeated .onnx.OperatorSetIdProto opset_import = 8;
     */
    java.util.List 
        getOpsetImportList();
    /**
     * 
     * The OperatorSets this model relies on.
     * All ModelProtos MUST have at least one entry that
     * specifies which version of the ONNX OperatorSet is
     * being imported.
     * All nodes in the ModelProto's graph will bind against the operator
     * with the same-domain/same-op_type operator with the HIGHEST version
     * in the referenced operator sets.
     * 
     *
     * repeated .onnx.OperatorSetIdProto opset_import = 8;
     */
    onnx.OnnxMlProto3.OperatorSetIdProto getOpsetImport(int index);
    /**
     * 
     * The OperatorSets this model relies on.
     * All ModelProtos MUST have at least one entry that
     * specifies which version of the ONNX OperatorSet is
     * being imported.
     * All nodes in the ModelProto's graph will bind against the operator
     * with the same-domain/same-op_type operator with the HIGHEST version
     * in the referenced operator sets.
     * 
     *
     * repeated .onnx.OperatorSetIdProto opset_import = 8;
     */
    int getOpsetImportCount();
    /**
     * 
     * The OperatorSets this model relies on.
     * All ModelProtos MUST have at least one entry that
     * specifies which version of the ONNX OperatorSet is
     * being imported.
     * All nodes in the ModelProto's graph will bind against the operator
     * with the same-domain/same-op_type operator with the HIGHEST version
     * in the referenced operator sets.
     * 
     *
     * repeated .onnx.OperatorSetIdProto opset_import = 8;
     */
    java.util.List 
        getOpsetImportOrBuilderList();
    /**
     * 
     * The OperatorSets this model relies on.
     * All ModelProtos MUST have at least one entry that
     * specifies which version of the ONNX OperatorSet is
     * being imported.
     * All nodes in the ModelProto's graph will bind against the operator
     * with the same-domain/same-op_type operator with the HIGHEST version
     * in the referenced operator sets.
     * 
     *
     * repeated .onnx.OperatorSetIdProto opset_import = 8;
     */
    onnx.OnnxMlProto3.OperatorSetIdProtoOrBuilder getOpsetImportOrBuilder(
        int index);

    /**
     * 
     * The name of the framework or tool used to generate this model.
     * This field SHOULD be present to indicate which implementation/tool/framework
     * emitted the model.
     * 
     *
     * string producer_name = 2;
     */
    java.lang.String getProducerName();
    /**
     * 
     * The name of the framework or tool used to generate this model.
     * This field SHOULD be present to indicate which implementation/tool/framework
     * emitted the model.
     * 
     *
     * string producer_name = 2;
     */
    com.github.os72.protobuf351.ByteString
        getProducerNameBytes();

    /**
     * 
     * The version of the framework or tool used to generate this model.
     * This field SHOULD be present to indicate which implementation/tool/framework
     * emitted the model.
     * 
     *
     * string producer_version = 3;
     */
    java.lang.String getProducerVersion();
    /**
     * 
     * The version of the framework or tool used to generate this model.
     * This field SHOULD be present to indicate which implementation/tool/framework
     * emitted the model.
     * 
     *
     * string producer_version = 3;
     */
    com.github.os72.protobuf351.ByteString
        getProducerVersionBytes();

    /**
     * 
     * Domain name of the model.
     * We use reverse domain names as name space indicators. For example:
     * `com.facebook.fair` or `com.microsoft.cognitiveservices`
     * Together with `model_version` and GraphProto.name, this forms the unique identity of
     * the graph.
     * 
     *
     * string domain = 4;
     */
    java.lang.String getDomain();
    /**
     * 
     * Domain name of the model.
     * We use reverse domain names as name space indicators. For example:
     * `com.facebook.fair` or `com.microsoft.cognitiveservices`
     * Together with `model_version` and GraphProto.name, this forms the unique identity of
     * the graph.
     * 
     *
     * string domain = 4;
     */
    com.github.os72.protobuf351.ByteString
        getDomainBytes();

    /**
     * 
     * The version of the graph encoded. See Version enum below.
     * 
     *
     * int64 model_version = 5;
     */
    long getModelVersion();

    /**
     * 
     * A human-readable documentation for this model. Markdown is allowed.
     * 
     *
     * string doc_string = 6;
     */
    java.lang.String getDocString();
    /**
     * 
     * A human-readable documentation for this model. Markdown is allowed.
     * 
     *
     * string doc_string = 6;
     */
    com.github.os72.protobuf351.ByteString
        getDocStringBytes();

    /**
     * 
     * The parameterized graph that is evaluated to execute the model.
     * 
     *
     * .onnx.GraphProto graph = 7;
     */
    boolean hasGraph();
    /**
     * 
     * The parameterized graph that is evaluated to execute the model.
     * 
     *
     * .onnx.GraphProto graph = 7;
     */
    onnx.OnnxMlProto3.GraphProto getGraph();
    /**
     * 
     * The parameterized graph that is evaluated to execute the model.
     * 
     *
     * .onnx.GraphProto graph = 7;
     */
    onnx.OnnxMlProto3.GraphProtoOrBuilder getGraphOrBuilder();

    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
     * repeated .onnx.StringStringEntryProto metadata_props = 14;
     */
    java.util.List 
        getMetadataPropsList();
    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
     * repeated .onnx.StringStringEntryProto metadata_props = 14;
     */
    onnx.OnnxMlProto3.StringStringEntryProto getMetadataProps(int index);
    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
     * repeated .onnx.StringStringEntryProto metadata_props = 14;
     */
    int getMetadataPropsCount();
    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
     * repeated .onnx.StringStringEntryProto metadata_props = 14;
     */
    java.util.List 
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    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
     * repeated .onnx.StringStringEntryProto metadata_props = 14;
     */
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  /**
   * 
   * ModelProto is a top-level file/container format for bundling a ML model.
   * The semantics of the model are described by the GraphProto that represents
   * a parameterized computation graph against a set of named operators that are
   * defined independently from the graph.
   * 
   *
   * Protobuf type {@code onnx.ModelProto}
   */
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    private int bitField0_;
    public static final int IR_VERSION_FIELD_NUMBER = 1;
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    /**
     * 
     * The version of the IR this model targets. See Version enum above.
     * This field MUST be present.
     * 
     *
     * int64 ir_version = 1;
     */
    public long getIrVersion() {
      return irVersion_;
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    public static final int OPSET_IMPORT_FIELD_NUMBER = 8;
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    /**
     * 
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     * All ModelProtos MUST have at least one entry that
     * specifies which version of the ONNX OperatorSet is
     * being imported.
     * All nodes in the ModelProto's graph will bind against the operator
     * with the same-domain/same-op_type operator with the HIGHEST version
     * in the referenced operator sets.
     * 
     *
     * repeated .onnx.OperatorSetIdProto opset_import = 8;
     */
    public java.util.List getOpsetImportList() {
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    }
    /**
     * 
     * The OperatorSets this model relies on.
     * All ModelProtos MUST have at least one entry that
     * specifies which version of the ONNX OperatorSet is
     * being imported.
     * All nodes in the ModelProto's graph will bind against the operator
     * with the same-domain/same-op_type operator with the HIGHEST version
     * in the referenced operator sets.
     * 
     *
     * repeated .onnx.OperatorSetIdProto opset_import = 8;
     */
    public java.util.List 
        getOpsetImportOrBuilderList() {
      return opsetImport_;
    }
    /**
     * 
     * The OperatorSets this model relies on.
     * All ModelProtos MUST have at least one entry that
     * specifies which version of the ONNX OperatorSet is
     * being imported.
     * All nodes in the ModelProto's graph will bind against the operator
     * with the same-domain/same-op_type operator with the HIGHEST version
     * in the referenced operator sets.
     * 
     *
     * repeated .onnx.OperatorSetIdProto opset_import = 8;
     */
    public int getOpsetImportCount() {
      return opsetImport_.size();
    }
    /**
     * 
     * The OperatorSets this model relies on.
     * All ModelProtos MUST have at least one entry that
     * specifies which version of the ONNX OperatorSet is
     * being imported.
     * All nodes in the ModelProto's graph will bind against the operator
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    /**
     * 
     * The OperatorSets this model relies on.
     * All ModelProtos MUST have at least one entry that
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     * All nodes in the ModelProto's graph will bind against the operator
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     * 
     *
     * repeated .onnx.OperatorSetIdProto opset_import = 8;
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    public onnx.OnnxMlProto3.OperatorSetIdProtoOrBuilder getOpsetImportOrBuilder(
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    public static final int PRODUCER_NAME_FIELD_NUMBER = 2;
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    /**
     * 
     * The name of the framework or tool used to generate this model.
     * This field SHOULD be present to indicate which implementation/tool/framework
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    /**
     * 
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     * This field SHOULD be present to indicate which implementation/tool/framework
     * emitted the model.
     * 
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    public static final int DOMAIN_FIELD_NUMBER = 4;
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     * We use reverse domain names as name space indicators. For example:
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     * 
     * Domain name of the model.
     * We use reverse domain names as name space indicators. For example:
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    public static final int MODEL_VERSION_FIELD_NUMBER = 5;
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    /**
     * 
     * The version of the graph encoded. See Version enum below.
     * 
     *
     * int64 model_version = 5;
     */
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    }

    public static final int DOC_STRING_FIELD_NUMBER = 6;
    private volatile java.lang.Object docString_;
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     * 
     * A human-readable documentation for this model. Markdown is allowed.
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     *
     * string doc_string = 6;
     */
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    public static final int GRAPH_FIELD_NUMBER = 7;
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     * 
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     * 
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     * 
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    public static onnx.OnnxMlProto3.ModelProto parseFrom(
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    public static onnx.OnnxMlProto3.ModelProto parseFrom(
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        com.github.os72.protobuf351.ExtensionRegistryLite extensionRegistry)
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    public static onnx.OnnxMlProto3.ModelProto parseFrom(byte[] data)
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    }
    public static onnx.OnnxMlProto3.ModelProto parseFrom(
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        com.github.os72.protobuf351.ExtensionRegistryLite extensionRegistry)
        throws com.github.os72.protobuf351.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
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    public Builder newBuilderForType() { return newBuilder(); }
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    /**
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     * The semantics of the model are described by the GraphProto that represents
     * a parameterized computation graph against a set of named operators that are
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     * 
     *
     * Protobuf type {@code onnx.ModelProto}
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      public Builder mergeFrom(
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          com.github.os72.protobuf351.ExtensionRegistryLite extensionRegistry)
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      private int bitField0_;

      private long irVersion_ ;
      /**
       * 
       * The version of the IR this model targets. See Version enum above.
       * This field MUST be present.
       * 
       *
       * int64 ir_version = 1;
       */
      public long getIrVersion() {
        return irVersion_;
      }
      /**
       * 
       * The version of the IR this model targets. See Version enum above.
       * This field MUST be present.
       * 
       *
       * int64 ir_version = 1;
       */
      public Builder setIrVersion(long value) {
        
        irVersion_ = value;
        onChanged();
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      /**
       * 
       * The version of the IR this model targets. See Version enum above.
       * This field MUST be present.
       * 
       *
       * int64 ir_version = 1;
       */
      public Builder clearIrVersion() {
        
        irVersion_ = 0L;
        onChanged();
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      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
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      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public int getOpsetImportCount() {
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          return opsetImport_.size();
        } else {
          return opsetImportBuilder_.getCount();
        }
      }
      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public onnx.OnnxMlProto3.OperatorSetIdProto getOpsetImport(int index) {
        if (opsetImportBuilder_ == null) {
          return opsetImport_.get(index);
        } else {
          return opsetImportBuilder_.getMessage(index);
        }
      }
      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public Builder setOpsetImport(
          int index, onnx.OnnxMlProto3.OperatorSetIdProto value) {
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          }
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          onChanged();
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        return this;
      }
      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public Builder setOpsetImport(
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      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public Builder addOpsetImport(onnx.OnnxMlProto3.OperatorSetIdProto value) {
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          if (value == null) {
            throw new NullPointerException();
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          ensureOpsetImportIsMutable();
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        return this;
      }
      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public Builder addOpsetImport(
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      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public Builder addOpsetImport(
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          opsetImport_.add(builderForValue.build());
          onChanged();
        } else {
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        return this;
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      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public Builder addOpsetImport(
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          opsetImport_.add(index, builderForValue.build());
          onChanged();
        } else {
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      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
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      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public Builder clearOpsetImport() {
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          opsetImport_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000002);
          onChanged();
        } else {
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      }
      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public Builder removeOpsetImport(int index) {
        if (opsetImportBuilder_ == null) {
          ensureOpsetImportIsMutable();
          opsetImport_.remove(index);
          onChanged();
        } else {
          opsetImportBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
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      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
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        if (opsetImportBuilder_ == null) {
          return opsetImport_.get(index);  } else {
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      }
      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
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        if (opsetImportBuilder_ != null) {
          return opsetImportBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(opsetImport_);
        }
      }
      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public onnx.OnnxMlProto3.OperatorSetIdProto.Builder addOpsetImportBuilder() {
        return getOpsetImportFieldBuilder().addBuilder(
            onnx.OnnxMlProto3.OperatorSetIdProto.getDefaultInstance());
      }
      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public onnx.OnnxMlProto3.OperatorSetIdProto.Builder addOpsetImportBuilder(
          int index) {
        return getOpsetImportFieldBuilder().addBuilder(
            index, onnx.OnnxMlProto3.OperatorSetIdProto.getDefaultInstance());
      }
      /**
       * 
       * The OperatorSets this model relies on.
       * All ModelProtos MUST have at least one entry that
       * specifies which version of the ONNX OperatorSet is
       * being imported.
       * All nodes in the ModelProto's graph will bind against the operator
       * with the same-domain/same-op_type operator with the HIGHEST version
       * in the referenced operator sets.
       * 
       *
       * repeated .onnx.OperatorSetIdProto opset_import = 8;
       */
      public java.util.List 
           getOpsetImportBuilderList() {
        return getOpsetImportFieldBuilder().getBuilderList();
      }
      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.OperatorSetIdProto, onnx.OnnxMlProto3.OperatorSetIdProto.Builder, onnx.OnnxMlProto3.OperatorSetIdProtoOrBuilder> 
          getOpsetImportFieldBuilder() {
        if (opsetImportBuilder_ == null) {
          opsetImportBuilder_ = new com.github.os72.protobuf351.RepeatedFieldBuilderV3<
              onnx.OnnxMlProto3.OperatorSetIdProto, onnx.OnnxMlProto3.OperatorSetIdProto.Builder, onnx.OnnxMlProto3.OperatorSetIdProtoOrBuilder>(
                  opsetImport_,
                  ((bitField0_ & 0x00000002) == 0x00000002),
                  getParentForChildren(),
                  isClean());
          opsetImport_ = null;
        }
        return opsetImportBuilder_;
      }

      private java.lang.Object producerName_ = "";
      /**
       * 
       * The name of the framework or tool used to generate this model.
       * This field SHOULD be present to indicate which implementation/tool/framework
       * emitted the model.
       * 
       *
       * string producer_name = 2;
       */
      public java.lang.String getProducerName() {
        java.lang.Object ref = producerName_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          producerName_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * The name of the framework or tool used to generate this model.
       * This field SHOULD be present to indicate which implementation/tool/framework
       * emitted the model.
       * 
       *
       * string producer_name = 2;
       */
      public com.github.os72.protobuf351.ByteString
          getProducerNameBytes() {
        java.lang.Object ref = producerName_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          producerName_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * The name of the framework or tool used to generate this model.
       * This field SHOULD be present to indicate which implementation/tool/framework
       * emitted the model.
       * 
       *
       * string producer_name = 2;
       */
      public Builder setProducerName(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        producerName_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * The name of the framework or tool used to generate this model.
       * This field SHOULD be present to indicate which implementation/tool/framework
       * emitted the model.
       * 
       *
       * string producer_name = 2;
       */
      public Builder clearProducerName() {
        
        producerName_ = getDefaultInstance().getProducerName();
        onChanged();
        return this;
      }
      /**
       * 
       * The name of the framework or tool used to generate this model.
       * This field SHOULD be present to indicate which implementation/tool/framework
       * emitted the model.
       * 
       *
       * string producer_name = 2;
       */
      public Builder setProducerNameBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        producerName_ = value;
        onChanged();
        return this;
      }

      private java.lang.Object producerVersion_ = "";
      /**
       * 
       * The version of the framework or tool used to generate this model.
       * This field SHOULD be present to indicate which implementation/tool/framework
       * emitted the model.
       * 
       *
       * string producer_version = 3;
       */
      public java.lang.String getProducerVersion() {
        java.lang.Object ref = producerVersion_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          producerVersion_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * The version of the framework or tool used to generate this model.
       * This field SHOULD be present to indicate which implementation/tool/framework
       * emitted the model.
       * 
       *
       * string producer_version = 3;
       */
      public com.github.os72.protobuf351.ByteString
          getProducerVersionBytes() {
        java.lang.Object ref = producerVersion_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          producerVersion_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * The version of the framework or tool used to generate this model.
       * This field SHOULD be present to indicate which implementation/tool/framework
       * emitted the model.
       * 
       *
       * string producer_version = 3;
       */
      public Builder setProducerVersion(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        producerVersion_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * The version of the framework or tool used to generate this model.
       * This field SHOULD be present to indicate which implementation/tool/framework
       * emitted the model.
       * 
       *
       * string producer_version = 3;
       */
      public Builder clearProducerVersion() {
        
        producerVersion_ = getDefaultInstance().getProducerVersion();
        onChanged();
        return this;
      }
      /**
       * 
       * The version of the framework or tool used to generate this model.
       * This field SHOULD be present to indicate which implementation/tool/framework
       * emitted the model.
       * 
       *
       * string producer_version = 3;
       */
      public Builder setProducerVersionBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        producerVersion_ = value;
        onChanged();
        return this;
      }

      private java.lang.Object domain_ = "";
      /**
       * 
       * Domain name of the model.
       * We use reverse domain names as name space indicators. For example:
       * `com.facebook.fair` or `com.microsoft.cognitiveservices`
       * Together with `model_version` and GraphProto.name, this forms the unique identity of
       * the graph.
       * 
       *
       * string domain = 4;
       */
      public java.lang.String getDomain() {
        java.lang.Object ref = domain_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          domain_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * Domain name of the model.
       * We use reverse domain names as name space indicators. For example:
       * `com.facebook.fair` or `com.microsoft.cognitiveservices`
       * Together with `model_version` and GraphProto.name, this forms the unique identity of
       * the graph.
       * 
       *
       * string domain = 4;
       */
      public com.github.os72.protobuf351.ByteString
          getDomainBytes() {
        java.lang.Object ref = domain_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          domain_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * Domain name of the model.
       * We use reverse domain names as name space indicators. For example:
       * `com.facebook.fair` or `com.microsoft.cognitiveservices`
       * Together with `model_version` and GraphProto.name, this forms the unique identity of
       * the graph.
       * 
       *
       * string domain = 4;
       */
      public Builder setDomain(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        domain_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * Domain name of the model.
       * We use reverse domain names as name space indicators. For example:
       * `com.facebook.fair` or `com.microsoft.cognitiveservices`
       * Together with `model_version` and GraphProto.name, this forms the unique identity of
       * the graph.
       * 
       *
       * string domain = 4;
       */
      public Builder clearDomain() {
        
        domain_ = getDefaultInstance().getDomain();
        onChanged();
        return this;
      }
      /**
       * 
       * Domain name of the model.
       * We use reverse domain names as name space indicators. For example:
       * `com.facebook.fair` or `com.microsoft.cognitiveservices`
       * Together with `model_version` and GraphProto.name, this forms the unique identity of
       * the graph.
       * 
       *
       * string domain = 4;
       */
      public Builder setDomainBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        domain_ = value;
        onChanged();
        return this;
      }

      private long modelVersion_ ;
      /**
       * 
       * The version of the graph encoded. See Version enum below.
       * 
       *
       * int64 model_version = 5;
       */
      public long getModelVersion() {
        return modelVersion_;
      }
      /**
       * 
       * The version of the graph encoded. See Version enum below.
       * 
       *
       * int64 model_version = 5;
       */
      public Builder setModelVersion(long value) {
        
        modelVersion_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * The version of the graph encoded. See Version enum below.
       * 
       *
       * int64 model_version = 5;
       */
      public Builder clearModelVersion() {
        
        modelVersion_ = 0L;
        onChanged();
        return this;
      }

      private java.lang.Object docString_ = "";
      /**
       * 
       * A human-readable documentation for this model. Markdown is allowed.
       * 
       *
       * string doc_string = 6;
       */
      public java.lang.String getDocString() {
        java.lang.Object ref = docString_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          docString_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this model. Markdown is allowed.
       * 
       *
       * string doc_string = 6;
       */
      public com.github.os72.protobuf351.ByteString
          getDocStringBytes() {
        java.lang.Object ref = docString_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          docString_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this model. Markdown is allowed.
       * 
       *
       * string doc_string = 6;
       */
      public Builder setDocString(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        docString_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this model. Markdown is allowed.
       * 
       *
       * string doc_string = 6;
       */
      public Builder clearDocString() {
        
        docString_ = getDefaultInstance().getDocString();
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this model. Markdown is allowed.
       * 
       *
       * string doc_string = 6;
       */
      public Builder setDocStringBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        docString_ = value;
        onChanged();
        return this;
      }

      private onnx.OnnxMlProto3.GraphProto graph_ = null;
      private com.github.os72.protobuf351.SingleFieldBuilderV3<
          onnx.OnnxMlProto3.GraphProto, onnx.OnnxMlProto3.GraphProto.Builder, onnx.OnnxMlProto3.GraphProtoOrBuilder> graphBuilder_;
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      public boolean hasGraph() {
        return graphBuilder_ != null || graph_ != null;
      }
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      public onnx.OnnxMlProto3.GraphProto getGraph() {
        if (graphBuilder_ == null) {
          return graph_ == null ? onnx.OnnxMlProto3.GraphProto.getDefaultInstance() : graph_;
        } else {
          return graphBuilder_.getMessage();
        }
      }
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      public Builder setGraph(onnx.OnnxMlProto3.GraphProto value) {
        if (graphBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          graph_ = value;
          onChanged();
        } else {
          graphBuilder_.setMessage(value);
        }

        return this;
      }
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      public Builder setGraph(
          onnx.OnnxMlProto3.GraphProto.Builder builderForValue) {
        if (graphBuilder_ == null) {
          graph_ = builderForValue.build();
          onChanged();
        } else {
          graphBuilder_.setMessage(builderForValue.build());
        }

        return this;
      }
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      public Builder mergeGraph(onnx.OnnxMlProto3.GraphProto value) {
        if (graphBuilder_ == null) {
          if (graph_ != null) {
            graph_ =
              onnx.OnnxMlProto3.GraphProto.newBuilder(graph_).mergeFrom(value).buildPartial();
          } else {
            graph_ = value;
          }
          onChanged();
        } else {
          graphBuilder_.mergeFrom(value);
        }

        return this;
      }
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      public Builder clearGraph() {
        if (graphBuilder_ == null) {
          graph_ = null;
          onChanged();
        } else {
          graph_ = null;
          graphBuilder_ = null;
        }

        return this;
      }
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      public onnx.OnnxMlProto3.GraphProto.Builder getGraphBuilder() {
        
        onChanged();
        return getGraphFieldBuilder().getBuilder();
      }
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      public onnx.OnnxMlProto3.GraphProtoOrBuilder getGraphOrBuilder() {
        if (graphBuilder_ != null) {
          return graphBuilder_.getMessageOrBuilder();
        } else {
          return graph_ == null ?
              onnx.OnnxMlProto3.GraphProto.getDefaultInstance() : graph_;
        }
      }
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      private com.github.os72.protobuf351.SingleFieldBuilderV3<
          onnx.OnnxMlProto3.GraphProto, onnx.OnnxMlProto3.GraphProto.Builder, onnx.OnnxMlProto3.GraphProtoOrBuilder> 
          getGraphFieldBuilder() {
        if (graphBuilder_ == null) {
          graphBuilder_ = new com.github.os72.protobuf351.SingleFieldBuilderV3<
              onnx.OnnxMlProto3.GraphProto, onnx.OnnxMlProto3.GraphProto.Builder, onnx.OnnxMlProto3.GraphProtoOrBuilder>(
                  getGraph(),
                  getParentForChildren(),
                  isClean());
          graph_ = null;
        }
        return graphBuilder_;
      }

      private java.util.List metadataProps_ =
        java.util.Collections.emptyList();
      private void ensureMetadataPropsIsMutable() {
        if (!((bitField0_ & 0x00000100) == 0x00000100)) {
          metadataProps_ = new java.util.ArrayList(metadataProps_);
          bitField0_ |= 0x00000100;
         }
      }

      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.StringStringEntryProto, onnx.OnnxMlProto3.StringStringEntryProto.Builder, onnx.OnnxMlProto3.StringStringEntryProtoOrBuilder> metadataPropsBuilder_;

      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public java.util.List getMetadataPropsList() {
        if (metadataPropsBuilder_ == null) {
          return java.util.Collections.unmodifiableList(metadataProps_);
        } else {
          return metadataPropsBuilder_.getMessageList();
        }
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public int getMetadataPropsCount() {
        if (metadataPropsBuilder_ == null) {
          return metadataProps_.size();
        } else {
          return metadataPropsBuilder_.getCount();
        }
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public onnx.OnnxMlProto3.StringStringEntryProto getMetadataProps(int index) {
        if (metadataPropsBuilder_ == null) {
          return metadataProps_.get(index);
        } else {
          return metadataPropsBuilder_.getMessage(index);
        }
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public Builder setMetadataProps(
          int index, onnx.OnnxMlProto3.StringStringEntryProto value) {
        if (metadataPropsBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureMetadataPropsIsMutable();
          metadataProps_.set(index, value);
          onChanged();
        } else {
          metadataPropsBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public Builder setMetadataProps(
          int index, onnx.OnnxMlProto3.StringStringEntryProto.Builder builderForValue) {
        if (metadataPropsBuilder_ == null) {
          ensureMetadataPropsIsMutable();
          metadataProps_.set(index, builderForValue.build());
          onChanged();
        } else {
          metadataPropsBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public Builder addMetadataProps(onnx.OnnxMlProto3.StringStringEntryProto value) {
        if (metadataPropsBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureMetadataPropsIsMutable();
          metadataProps_.add(value);
          onChanged();
        } else {
          metadataPropsBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public Builder addMetadataProps(
          int index, onnx.OnnxMlProto3.StringStringEntryProto value) {
        if (metadataPropsBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureMetadataPropsIsMutable();
          metadataProps_.add(index, value);
          onChanged();
        } else {
          metadataPropsBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public Builder addMetadataProps(
          onnx.OnnxMlProto3.StringStringEntryProto.Builder builderForValue) {
        if (metadataPropsBuilder_ == null) {
          ensureMetadataPropsIsMutable();
          metadataProps_.add(builderForValue.build());
          onChanged();
        } else {
          metadataPropsBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public Builder addMetadataProps(
          int index, onnx.OnnxMlProto3.StringStringEntryProto.Builder builderForValue) {
        if (metadataPropsBuilder_ == null) {
          ensureMetadataPropsIsMutable();
          metadataProps_.add(index, builderForValue.build());
          onChanged();
        } else {
          metadataPropsBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public Builder addAllMetadataProps(
          java.lang.Iterable values) {
        if (metadataPropsBuilder_ == null) {
          ensureMetadataPropsIsMutable();
          com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
              values, metadataProps_);
          onChanged();
        } else {
          metadataPropsBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public Builder clearMetadataProps() {
        if (metadataPropsBuilder_ == null) {
          metadataProps_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000100);
          onChanged();
        } else {
          metadataPropsBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public Builder removeMetadataProps(int index) {
        if (metadataPropsBuilder_ == null) {
          ensureMetadataPropsIsMutable();
          metadataProps_.remove(index);
          onChanged();
        } else {
          metadataPropsBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public onnx.OnnxMlProto3.StringStringEntryProto.Builder getMetadataPropsBuilder(
          int index) {
        return getMetadataPropsFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public onnx.OnnxMlProto3.StringStringEntryProtoOrBuilder getMetadataPropsOrBuilder(
          int index) {
        if (metadataPropsBuilder_ == null) {
          return metadataProps_.get(index);  } else {
          return metadataPropsBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public java.util.List 
           getMetadataPropsOrBuilderList() {
        if (metadataPropsBuilder_ != null) {
          return metadataPropsBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(metadataProps_);
        }
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public onnx.OnnxMlProto3.StringStringEntryProto.Builder addMetadataPropsBuilder() {
        return getMetadataPropsFieldBuilder().addBuilder(
            onnx.OnnxMlProto3.StringStringEntryProto.getDefaultInstance());
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
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     * The nodes in the graph.
     * 
     *
     * repeated .onnx.NodeProto node = 1;
     */
    java.util.List 
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    /**
     * 
     * The nodes in the graph.
     * 
     *
     * repeated .onnx.NodeProto node = 1;
     */
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    /**
     * 
     * The name of the graph.
     * 
     *
     * string name = 2;
     */
    java.lang.String getName();
    /**
     * 
     * The name of the graph.
     * 
     *
     * string name = 2;
     */
    com.github.os72.protobuf351.ByteString
        getNameBytes();

    /**
     * 
     * A list of named tensor values (constants), used to specify default
     * values for some of the inputs of the graph.
     * Each TensorProto entry must have a distinct name (within the list) that
     * also appears in the input list.
     * In an evaluation, the default value specified here is used if and only if
     * user specifies no value for the corresponding input parameter.
     * May be used to pass serialized parameters for networks.
     * 
     *
     * repeated .onnx.TensorProto initializer = 5;
     */
    java.util.List 
        getInitializerList();
    /**
     * 
     * A list of named tensor values (constants), used to specify default
     * values for some of the inputs of the graph.
     * Each TensorProto entry must have a distinct name (within the list) that
     * also appears in the input list.
     * In an evaluation, the default value specified here is used if and only if
     * user specifies no value for the corresponding input parameter.
     * May be used to pass serialized parameters for networks.
     * 
     *
     * repeated .onnx.TensorProto initializer = 5;
     */
    onnx.OnnxMlProto3.TensorProto getInitializer(int index);
    /**
     * 
     * A list of named tensor values (constants), used to specify default
     * values for some of the inputs of the graph.
     * Each TensorProto entry must have a distinct name (within the list) that
     * also appears in the input list.
     * In an evaluation, the default value specified here is used if and only if
     * user specifies no value for the corresponding input parameter.
     * May be used to pass serialized parameters for networks.
     * 
     *
     * repeated .onnx.TensorProto initializer = 5;
     */
    int getInitializerCount();
    /**
     * 
     * A list of named tensor values (constants), used to specify default
     * values for some of the inputs of the graph.
     * Each TensorProto entry must have a distinct name (within the list) that
     * also appears in the input list.
     * In an evaluation, the default value specified here is used if and only if
     * user specifies no value for the corresponding input parameter.
     * May be used to pass serialized parameters for networks.
     * 
     *
     * repeated .onnx.TensorProto initializer = 5;
     */
    java.util.List 
        getInitializerOrBuilderList();
    /**
     * 
     * A list of named tensor values (constants), used to specify default
     * values for some of the inputs of the graph.
     * Each TensorProto entry must have a distinct name (within the list) that
     * also appears in the input list.
     * In an evaluation, the default value specified here is used if and only if
     * user specifies no value for the corresponding input parameter.
     * May be used to pass serialized parameters for networks.
     * 
     *
     * repeated .onnx.TensorProto initializer = 5;
     */
    onnx.OnnxMlProto3.TensorProtoOrBuilder getInitializerOrBuilder(
        int index);

    /**
     * 
     * A human-readable documentation for this graph. Markdown is allowed.
     * 
     *
     * string doc_string = 10;
     */
    java.lang.String getDocString();
    /**
     * 
     * A human-readable documentation for this graph. Markdown is allowed.
     * 
     *
     * string doc_string = 10;
     */
    com.github.os72.protobuf351.ByteString
        getDocStringBytes();

    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    java.util.List 
        getInputList();
    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    onnx.OnnxMlProto3.ValueInfoProto getInput(int index);
    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    int getInputCount();
    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    java.util.List 
        getInputOrBuilderList();
    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    onnx.OnnxMlProto3.ValueInfoProtoOrBuilder getInputOrBuilder(
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    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    java.util.List 
        getOutputList();
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    onnx.OnnxMlProto3.ValueInfoProto getOutput(int index);
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
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    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
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        getOutputOrBuilderList();
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
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    /**
     * 
     * Information for the values in the graph. The ValueInfoProto.name's
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     * 
     *
     * repeated .onnx.ValueInfoProto value_info = 13;
     */
    java.util.List 
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    /**
     * 
     * Information for the values in the graph. The ValueInfoProto.name's
     * must be distinct. It is optional for a value to appear in value_info list.
     * 
     *
     * repeated .onnx.ValueInfoProto value_info = 13;
     */
    onnx.OnnxMlProto3.ValueInfoProto getValueInfo(int index);
    /**
     * 
     * Information for the values in the graph. The ValueInfoProto.name's
     * must be distinct. It is optional for a value to appear in value_info list.
     * 
     *
     * repeated .onnx.ValueInfoProto value_info = 13;
     */
    int getValueInfoCount();
    /**
     * 
     * Information for the values in the graph. The ValueInfoProto.name's
     * must be distinct. It is optional for a value to appear in value_info list.
     * 
     *
     * repeated .onnx.ValueInfoProto value_info = 13;
     */
    java.util.List 
        getValueInfoOrBuilderList();
    /**
     * 
     * Information for the values in the graph. The ValueInfoProto.name's
     * must be distinct. It is optional for a value to appear in value_info list.
     * 
     *
     * repeated .onnx.ValueInfoProto value_info = 13;
     */
    onnx.OnnxMlProto3.ValueInfoProtoOrBuilder getValueInfoOrBuilder(
        int index);
  }
  /**
   * 
   * GraphProto defines a parameterized series of nodes to form a directed acyclic graph.
   * This is the equivalent of the "network" and "graph" in many deep learning
   * frameworks.
   * 
   *
   * Protobuf type {@code onnx.GraphProto}
   */
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    public static final com.github.os72.protobuf351.Descriptors.Descriptor
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    /**
     * 
     * The nodes in the graph.
     * 
     *
     * repeated .onnx.NodeProto node = 1;
     */
    public java.util.List getNodeList() {
      return node_;
    }
    /**
     * 
     * The nodes in the graph.
     * 
     *
     * repeated .onnx.NodeProto node = 1;
     */
    public java.util.List 
        getNodeOrBuilderList() {
      return node_;
    }
    /**
     * 
     * The nodes in the graph.
     * 
     *
     * repeated .onnx.NodeProto node = 1;
     */
    public int getNodeCount() {
      return node_.size();
    }
    /**
     * 
     * The nodes in the graph.
     * 
     *
     * repeated .onnx.NodeProto node = 1;
     */
    public onnx.OnnxMlProto3.NodeProto getNode(int index) {
      return node_.get(index);
    }
    /**
     * 
     * The nodes in the graph.
     * 
     *
     * repeated .onnx.NodeProto node = 1;
     */
    public onnx.OnnxMlProto3.NodeProtoOrBuilder getNodeOrBuilder(
        int index) {
      return node_.get(index);
    }

    public static final int NAME_FIELD_NUMBER = 2;
    private volatile java.lang.Object name_;
    /**
     * 
     * The name of the graph.
     * 
     *
     * string name = 2;
     */
    public java.lang.String getName() {
      java.lang.Object ref = name_;
      if (ref instanceof java.lang.String) {
        return (java.lang.String) ref;
      } else {
        com.github.os72.protobuf351.ByteString bs = 
            (com.github.os72.protobuf351.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        name_ = s;
        return s;
      }
    }
    /**
     * 
     * The name of the graph.
     * 
     *
     * string name = 2;
     */
    public com.github.os72.protobuf351.ByteString
        getNameBytes() {
      java.lang.Object ref = name_;
      if (ref instanceof java.lang.String) {
        com.github.os72.protobuf351.ByteString b = 
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                (java.lang.String) ref);
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        return b;
      } else {
        return (com.github.os72.protobuf351.ByteString) ref;
      }
    }

    public static final int INITIALIZER_FIELD_NUMBER = 5;
    private java.util.List initializer_;
    /**
     * 
     * A list of named tensor values (constants), used to specify default
     * values for some of the inputs of the graph.
     * Each TensorProto entry must have a distinct name (within the list) that
     * also appears in the input list.
     * In an evaluation, the default value specified here is used if and only if
     * user specifies no value for the corresponding input parameter.
     * May be used to pass serialized parameters for networks.
     * 
     *
     * repeated .onnx.TensorProto initializer = 5;
     */
    public java.util.List getInitializerList() {
      return initializer_;
    }
    /**
     * 
     * A list of named tensor values (constants), used to specify default
     * values for some of the inputs of the graph.
     * Each TensorProto entry must have a distinct name (within the list) that
     * also appears in the input list.
     * In an evaluation, the default value specified here is used if and only if
     * user specifies no value for the corresponding input parameter.
     * May be used to pass serialized parameters for networks.
     * 
     *
     * repeated .onnx.TensorProto initializer = 5;
     */
    public java.util.List 
        getInitializerOrBuilderList() {
      return initializer_;
    }
    /**
     * 
     * A list of named tensor values (constants), used to specify default
     * values for some of the inputs of the graph.
     * Each TensorProto entry must have a distinct name (within the list) that
     * also appears in the input list.
     * In an evaluation, the default value specified here is used if and only if
     * user specifies no value for the corresponding input parameter.
     * May be used to pass serialized parameters for networks.
     * 
     *
     * repeated .onnx.TensorProto initializer = 5;
     */
    public int getInitializerCount() {
      return initializer_.size();
    }
    /**
     * 
     * A list of named tensor values (constants), used to specify default
     * values for some of the inputs of the graph.
     * Each TensorProto entry must have a distinct name (within the list) that
     * also appears in the input list.
     * In an evaluation, the default value specified here is used if and only if
     * user specifies no value for the corresponding input parameter.
     * May be used to pass serialized parameters for networks.
     * 
     *
     * repeated .onnx.TensorProto initializer = 5;
     */
    public onnx.OnnxMlProto3.TensorProto getInitializer(int index) {
      return initializer_.get(index);
    }
    /**
     * 
     * A list of named tensor values (constants), used to specify default
     * values for some of the inputs of the graph.
     * Each TensorProto entry must have a distinct name (within the list) that
     * also appears in the input list.
     * In an evaluation, the default value specified here is used if and only if
     * user specifies no value for the corresponding input parameter.
     * May be used to pass serialized parameters for networks.
     * 
     *
     * repeated .onnx.TensorProto initializer = 5;
     */
    public onnx.OnnxMlProto3.TensorProtoOrBuilder getInitializerOrBuilder(
        int index) {
      return initializer_.get(index);
    }

    public static final int DOC_STRING_FIELD_NUMBER = 10;
    private volatile java.lang.Object docString_;
    /**
     * 
     * A human-readable documentation for this graph. Markdown is allowed.
     * 
     *
     * string doc_string = 10;
     */
    public java.lang.String getDocString() {
      java.lang.Object ref = docString_;
      if (ref instanceof java.lang.String) {
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        com.github.os72.protobuf351.ByteString bs = 
            (com.github.os72.protobuf351.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        docString_ = s;
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      }
    }
    /**
     * 
     * A human-readable documentation for this graph. Markdown is allowed.
     * 
     *
     * string doc_string = 10;
     */
    public com.github.os72.protobuf351.ByteString
        getDocStringBytes() {
      java.lang.Object ref = docString_;
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    }

    public static final int INPUT_FIELD_NUMBER = 11;
    private java.util.List input_;
    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    public java.util.List getInputList() {
      return input_;
    }
    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    public java.util.List 
        getInputOrBuilderList() {
      return input_;
    }
    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    public int getInputCount() {
      return input_.size();
    }
    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    public onnx.OnnxMlProto3.ValueInfoProto getInput(int index) {
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    }
    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    public onnx.OnnxMlProto3.ValueInfoProtoOrBuilder getInputOrBuilder(
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    public static final int OUTPUT_FIELD_NUMBER = 12;
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     * repeated .onnx.ValueInfoProto output = 12;
     */
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     * repeated .onnx.ValueInfoProto output = 12;
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     * repeated .onnx.ValueInfoProto output = 12;
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     * repeated .onnx.ValueInfoProto output = 12;
     */
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     * repeated .onnx.ValueInfoProto output = 12;
     */
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     * 
     * Information for the values in the graph. The ValueInfoProto.name's
     * must be distinct. It is optional for a value to appear in value_info list.
     * 
     *
     * repeated .onnx.ValueInfoProto value_info = 13;
     */
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    /**
     * 
     * Information for the values in the graph. The ValueInfoProto.name's
     * must be distinct. It is optional for a value to appear in value_info list.
     * 
     *
     * repeated .onnx.ValueInfoProto value_info = 13;
     */
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     * 
     * Information for the values in the graph. The ValueInfoProto.name's
     * must be distinct. It is optional for a value to appear in value_info list.
     * 
     *
     * repeated .onnx.ValueInfoProto value_info = 13;
     */
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     * 
     * Information for the values in the graph. The ValueInfoProto.name's
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     * 
     *
     * repeated .onnx.ValueInfoProto value_info = 13;
     */
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     * 
     * Information for the values in the graph. The ValueInfoProto.name's
     * must be distinct. It is optional for a value to appear in value_info list.
     * 
     *
     * repeated .onnx.ValueInfoProto value_info = 13;
     */
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        if (nodeBuilder_ != null) {
          return nodeBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(node_);
        }
      }
      /**
       * 
       * The nodes in the graph.
       * 
       *
       * repeated .onnx.NodeProto node = 1;
       */
      public onnx.OnnxMlProto3.NodeProto.Builder addNodeBuilder() {
        return getNodeFieldBuilder().addBuilder(
            onnx.OnnxMlProto3.NodeProto.getDefaultInstance());
      }
      /**
       * 
       * The nodes in the graph.
       * 
       *
       * repeated .onnx.NodeProto node = 1;
       */
      public onnx.OnnxMlProto3.NodeProto.Builder addNodeBuilder(
          int index) {
        return getNodeFieldBuilder().addBuilder(
            index, onnx.OnnxMlProto3.NodeProto.getDefaultInstance());
      }
      /**
       * 
       * The nodes in the graph.
       * 
       *
       * repeated .onnx.NodeProto node = 1;
       */
      public java.util.List 
           getNodeBuilderList() {
        return getNodeFieldBuilder().getBuilderList();
      }
      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.NodeProto, onnx.OnnxMlProto3.NodeProto.Builder, onnx.OnnxMlProto3.NodeProtoOrBuilder> 
          getNodeFieldBuilder() {
        if (nodeBuilder_ == null) {
          nodeBuilder_ = new com.github.os72.protobuf351.RepeatedFieldBuilderV3<
              onnx.OnnxMlProto3.NodeProto, onnx.OnnxMlProto3.NodeProto.Builder, onnx.OnnxMlProto3.NodeProtoOrBuilder>(
                  node_,
                  ((bitField0_ & 0x00000001) == 0x00000001),
                  getParentForChildren(),
                  isClean());
          node_ = null;
        }
        return nodeBuilder_;
      }

      private java.lang.Object name_ = "";
      /**
       * 
       * The name of the graph.
       * 
       *
       * string name = 2;
       */
      public java.lang.String getName() {
        java.lang.Object ref = name_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          name_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * The name of the graph.
       * 
       *
       * string name = 2;
       */
      public com.github.os72.protobuf351.ByteString
          getNameBytes() {
        java.lang.Object ref = name_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          name_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * The name of the graph.
       * 
       *
       * string name = 2;
       */
      public Builder setName(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        name_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * The name of the graph.
       * 
       *
       * string name = 2;
       */
      public Builder clearName() {
        
        name_ = getDefaultInstance().getName();
        onChanged();
        return this;
      }
      /**
       * 
       * The name of the graph.
       * 
       *
       * string name = 2;
       */
      public Builder setNameBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        name_ = value;
        onChanged();
        return this;
      }

      private java.util.List initializer_ =
        java.util.Collections.emptyList();
      private void ensureInitializerIsMutable() {
        if (!((bitField0_ & 0x00000004) == 0x00000004)) {
          initializer_ = new java.util.ArrayList(initializer_);
          bitField0_ |= 0x00000004;
         }
      }

      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.TensorProto, onnx.OnnxMlProto3.TensorProto.Builder, onnx.OnnxMlProto3.TensorProtoOrBuilder> initializerBuilder_;

      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public java.util.List getInitializerList() {
        if (initializerBuilder_ == null) {
          return java.util.Collections.unmodifiableList(initializer_);
        } else {
          return initializerBuilder_.getMessageList();
        }
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public int getInitializerCount() {
        if (initializerBuilder_ == null) {
          return initializer_.size();
        } else {
          return initializerBuilder_.getCount();
        }
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public onnx.OnnxMlProto3.TensorProto getInitializer(int index) {
        if (initializerBuilder_ == null) {
          return initializer_.get(index);
        } else {
          return initializerBuilder_.getMessage(index);
        }
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public Builder setInitializer(
          int index, onnx.OnnxMlProto3.TensorProto value) {
        if (initializerBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureInitializerIsMutable();
          initializer_.set(index, value);
          onChanged();
        } else {
          initializerBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public Builder setInitializer(
          int index, onnx.OnnxMlProto3.TensorProto.Builder builderForValue) {
        if (initializerBuilder_ == null) {
          ensureInitializerIsMutable();
          initializer_.set(index, builderForValue.build());
          onChanged();
        } else {
          initializerBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public Builder addInitializer(onnx.OnnxMlProto3.TensorProto value) {
        if (initializerBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureInitializerIsMutable();
          initializer_.add(value);
          onChanged();
        } else {
          initializerBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public Builder addInitializer(
          int index, onnx.OnnxMlProto3.TensorProto value) {
        if (initializerBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureInitializerIsMutable();
          initializer_.add(index, value);
          onChanged();
        } else {
          initializerBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public Builder addInitializer(
          onnx.OnnxMlProto3.TensorProto.Builder builderForValue) {
        if (initializerBuilder_ == null) {
          ensureInitializerIsMutable();
          initializer_.add(builderForValue.build());
          onChanged();
        } else {
          initializerBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public Builder addInitializer(
          int index, onnx.OnnxMlProto3.TensorProto.Builder builderForValue) {
        if (initializerBuilder_ == null) {
          ensureInitializerIsMutable();
          initializer_.add(index, builderForValue.build());
          onChanged();
        } else {
          initializerBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public Builder addAllInitializer(
          java.lang.Iterable values) {
        if (initializerBuilder_ == null) {
          ensureInitializerIsMutable();
          com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
              values, initializer_);
          onChanged();
        } else {
          initializerBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public Builder clearInitializer() {
        if (initializerBuilder_ == null) {
          initializer_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000004);
          onChanged();
        } else {
          initializerBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public Builder removeInitializer(int index) {
        if (initializerBuilder_ == null) {
          ensureInitializerIsMutable();
          initializer_.remove(index);
          onChanged();
        } else {
          initializerBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public onnx.OnnxMlProto3.TensorProto.Builder getInitializerBuilder(
          int index) {
        return getInitializerFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public onnx.OnnxMlProto3.TensorProtoOrBuilder getInitializerOrBuilder(
          int index) {
        if (initializerBuilder_ == null) {
          return initializer_.get(index);  } else {
          return initializerBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public java.util.List 
           getInitializerOrBuilderList() {
        if (initializerBuilder_ != null) {
          return initializerBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(initializer_);
        }
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public onnx.OnnxMlProto3.TensorProto.Builder addInitializerBuilder() {
        return getInitializerFieldBuilder().addBuilder(
            onnx.OnnxMlProto3.TensorProto.getDefaultInstance());
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public onnx.OnnxMlProto3.TensorProto.Builder addInitializerBuilder(
          int index) {
        return getInitializerFieldBuilder().addBuilder(
            index, onnx.OnnxMlProto3.TensorProto.getDefaultInstance());
      }
      /**
       * 
       * A list of named tensor values (constants), used to specify default
       * values for some of the inputs of the graph.
       * Each TensorProto entry must have a distinct name (within the list) that
       * also appears in the input list.
       * In an evaluation, the default value specified here is used if and only if
       * user specifies no value for the corresponding input parameter.
       * May be used to pass serialized parameters for networks.
       * 
       *
       * repeated .onnx.TensorProto initializer = 5;
       */
      public java.util.List 
           getInitializerBuilderList() {
        return getInitializerFieldBuilder().getBuilderList();
      }
      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.TensorProto, onnx.OnnxMlProto3.TensorProto.Builder, onnx.OnnxMlProto3.TensorProtoOrBuilder> 
          getInitializerFieldBuilder() {
        if (initializerBuilder_ == null) {
          initializerBuilder_ = new com.github.os72.protobuf351.RepeatedFieldBuilderV3<
              onnx.OnnxMlProto3.TensorProto, onnx.OnnxMlProto3.TensorProto.Builder, onnx.OnnxMlProto3.TensorProtoOrBuilder>(
                  initializer_,
                  ((bitField0_ & 0x00000004) == 0x00000004),
                  getParentForChildren(),
                  isClean());
          initializer_ = null;
        }
        return initializerBuilder_;
      }

      private java.lang.Object docString_ = "";
      /**
       * 
       * A human-readable documentation for this graph. Markdown is allowed.
       * 
       *
       * string doc_string = 10;
       */
      public java.lang.String getDocString() {
        java.lang.Object ref = docString_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          docString_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this graph. Markdown is allowed.
       * 
       *
       * string doc_string = 10;
       */
      public com.github.os72.protobuf351.ByteString
          getDocStringBytes() {
        java.lang.Object ref = docString_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          docString_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this graph. Markdown is allowed.
       * 
       *
       * string doc_string = 10;
       */
      public Builder setDocString(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        docString_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this graph. Markdown is allowed.
       * 
       *
       * string doc_string = 10;
       */
      public Builder clearDocString() {
        
        docString_ = getDefaultInstance().getDocString();
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this graph. Markdown is allowed.
       * 
       *
       * string doc_string = 10;
       */
      public Builder setDocStringBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        docString_ = value;
        onChanged();
        return this;
      }

      private java.util.List input_ =
        java.util.Collections.emptyList();
      private void ensureInputIsMutable() {
        if (!((bitField0_ & 0x00000010) == 0x00000010)) {
          input_ = new java.util.ArrayList(input_);
          bitField0_ |= 0x00000010;
         }
      }

      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.ValueInfoProto, onnx.OnnxMlProto3.ValueInfoProto.Builder, onnx.OnnxMlProto3.ValueInfoProtoOrBuilder> inputBuilder_;

      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public java.util.List getInputList() {
        if (inputBuilder_ == null) {
          return java.util.Collections.unmodifiableList(input_);
        } else {
          return inputBuilder_.getMessageList();
        }
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public int getInputCount() {
        if (inputBuilder_ == null) {
          return input_.size();
        } else {
          return inputBuilder_.getCount();
        }
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public onnx.OnnxMlProto3.ValueInfoProto getInput(int index) {
        if (inputBuilder_ == null) {
          return input_.get(index);
        } else {
          return inputBuilder_.getMessage(index);
        }
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public Builder setInput(
          int index, onnx.OnnxMlProto3.ValueInfoProto value) {
        if (inputBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureInputIsMutable();
          input_.set(index, value);
          onChanged();
        } else {
          inputBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public Builder setInput(
          int index, onnx.OnnxMlProto3.ValueInfoProto.Builder builderForValue) {
        if (inputBuilder_ == null) {
          ensureInputIsMutable();
          input_.set(index, builderForValue.build());
          onChanged();
        } else {
          inputBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public Builder addInput(onnx.OnnxMlProto3.ValueInfoProto value) {
        if (inputBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureInputIsMutable();
          input_.add(value);
          onChanged();
        } else {
          inputBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public Builder addInput(
          int index, onnx.OnnxMlProto3.ValueInfoProto value) {
        if (inputBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureInputIsMutable();
          input_.add(index, value);
          onChanged();
        } else {
          inputBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public Builder addInput(
          onnx.OnnxMlProto3.ValueInfoProto.Builder builderForValue) {
        if (inputBuilder_ == null) {
          ensureInputIsMutable();
          input_.add(builderForValue.build());
          onChanged();
        } else {
          inputBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public Builder addInput(
          int index, onnx.OnnxMlProto3.ValueInfoProto.Builder builderForValue) {
        if (inputBuilder_ == null) {
          ensureInputIsMutable();
          input_.add(index, builderForValue.build());
          onChanged();
        } else {
          inputBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public Builder addAllInput(
          java.lang.Iterable values) {
        if (inputBuilder_ == null) {
          ensureInputIsMutable();
          com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
              values, input_);
          onChanged();
        } else {
          inputBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public Builder clearInput() {
        if (inputBuilder_ == null) {
          input_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000010);
          onChanged();
        } else {
          inputBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public Builder removeInput(int index) {
        if (inputBuilder_ == null) {
          ensureInputIsMutable();
          input_.remove(index);
          onChanged();
        } else {
          inputBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public onnx.OnnxMlProto3.ValueInfoProto.Builder getInputBuilder(
          int index) {
        return getInputFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public onnx.OnnxMlProto3.ValueInfoProtoOrBuilder getInputOrBuilder(
          int index) {
        if (inputBuilder_ == null) {
          return input_.get(index);  } else {
          return inputBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public java.util.List 
           getInputOrBuilderList() {
        if (inputBuilder_ != null) {
          return inputBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(input_);
        }
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public onnx.OnnxMlProto3.ValueInfoProto.Builder addInputBuilder() {
        return getInputFieldBuilder().addBuilder(
            onnx.OnnxMlProto3.ValueInfoProto.getDefaultInstance());
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public onnx.OnnxMlProto3.ValueInfoProto.Builder addInputBuilder(
          int index) {
        return getInputFieldBuilder().addBuilder(
            index, onnx.OnnxMlProto3.ValueInfoProto.getDefaultInstance());
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public java.util.List 
           getInputBuilderList() {
        return getInputFieldBuilder().getBuilderList();
      }
      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.ValueInfoProto, onnx.OnnxMlProto3.ValueInfoProto.Builder, onnx.OnnxMlProto3.ValueInfoProtoOrBuilder> 
          getInputFieldBuilder() {
        if (inputBuilder_ == null) {
          inputBuilder_ = new com.github.os72.protobuf351.RepeatedFieldBuilderV3<
              onnx.OnnxMlProto3.ValueInfoProto, onnx.OnnxMlProto3.ValueInfoProto.Builder, onnx.OnnxMlProto3.ValueInfoProtoOrBuilder>(
                  input_,
                  ((bitField0_ & 0x00000010) == 0x00000010),
                  getParentForChildren(),
                  isClean());
          input_ = null;
        }
        return inputBuilder_;
      }

      private java.util.List output_ =
        java.util.Collections.emptyList();
      private void ensureOutputIsMutable() {
        if (!((bitField0_ & 0x00000020) == 0x00000020)) {
          output_ = new java.util.ArrayList(output_);
          bitField0_ |= 0x00000020;
         }
      }

      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.ValueInfoProto, onnx.OnnxMlProto3.ValueInfoProto.Builder, onnx.OnnxMlProto3.ValueInfoProtoOrBuilder> outputBuilder_;

      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public java.util.List getOutputList() {
        if (outputBuilder_ == null) {
          return java.util.Collections.unmodifiableList(output_);
        } else {
          return outputBuilder_.getMessageList();
        }
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public int getOutputCount() {
        if (outputBuilder_ == null) {
          return output_.size();
        } else {
          return outputBuilder_.getCount();
        }
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public onnx.OnnxMlProto3.ValueInfoProto getOutput(int index) {
        if (outputBuilder_ == null) {
          return output_.get(index);
        } else {
          return outputBuilder_.getMessage(index);
        }
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public Builder setOutput(
          int index, onnx.OnnxMlProto3.ValueInfoProto value) {
        if (outputBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureOutputIsMutable();
          output_.set(index, value);
          onChanged();
        } else {
          outputBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public Builder setOutput(
          int index, onnx.OnnxMlProto3.ValueInfoProto.Builder builderForValue) {
        if (outputBuilder_ == null) {
          ensureOutputIsMutable();
          output_.set(index, builderForValue.build());
          onChanged();
        } else {
          outputBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public Builder addOutput(onnx.OnnxMlProto3.ValueInfoProto value) {
        if (outputBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureOutputIsMutable();
          output_.add(value);
          onChanged();
        } else {
          outputBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public Builder addOutput(
          int index, onnx.OnnxMlProto3.ValueInfoProto value) {
        if (outputBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureOutputIsMutable();
          output_.add(index, value);
          onChanged();
        } else {
          outputBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public Builder addOutput(
          onnx.OnnxMlProto3.ValueInfoProto.Builder builderForValue) {
        if (outputBuilder_ == null) {
          ensureOutputIsMutable();
          output_.add(builderForValue.build());
          onChanged();
        } else {
          outputBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public Builder addOutput(
          int index, onnx.OnnxMlProto3.ValueInfoProto.Builder builderForValue) {
        if (outputBuilder_ == null) {
          ensureOutputIsMutable();
          output_.add(index, builderForValue.build());
          onChanged();
        } else {
          outputBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public Builder addAllOutput(
          java.lang.Iterable values) {
        if (outputBuilder_ == null) {
          ensureOutputIsMutable();
          com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
              values, output_);
          onChanged();
        } else {
          outputBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public Builder clearOutput() {
        if (outputBuilder_ == null) {
          output_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000020);
          onChanged();
        } else {
          outputBuilder_.clear();
        }
        return this;
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public Builder removeOutput(int index) {
        if (outputBuilder_ == null) {
          ensureOutputIsMutable();
          output_.remove(index);
          onChanged();
        } else {
          outputBuilder_.remove(index);
        }
        return this;
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public onnx.OnnxMlProto3.ValueInfoProto.Builder getOutputBuilder(
          int index) {
        return getOutputFieldBuilder().getBuilder(index);
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public onnx.OnnxMlProto3.ValueInfoProtoOrBuilder getOutputOrBuilder(
          int index) {
        if (outputBuilder_ == null) {
          return output_.get(index);  } else {
          return outputBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public java.util.List 
           getOutputOrBuilderList() {
        if (outputBuilder_ != null) {
          return outputBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(output_);
        }
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public onnx.OnnxMlProto3.ValueInfoProto.Builder addOutputBuilder() {
        return getOutputFieldBuilder().addBuilder(
            onnx.OnnxMlProto3.ValueInfoProto.getDefaultInstance());
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public onnx.OnnxMlProto3.ValueInfoProto.Builder addOutputBuilder(
          int index) {
        return getOutputFieldBuilder().addBuilder(
            index, onnx.OnnxMlProto3.ValueInfoProto.getDefaultInstance());
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public java.util.List 
           getOutputBuilderList() {
        return getOutputFieldBuilder().getBuilderList();
      }
      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.ValueInfoProto, onnx.OnnxMlProto3.ValueInfoProto.Builder, onnx.OnnxMlProto3.ValueInfoProtoOrBuilder> 
          getOutputFieldBuilder() {
        if (outputBuilder_ == null) {
          outputBuilder_ = new com.github.os72.protobuf351.RepeatedFieldBuilderV3<
              onnx.OnnxMlProto3.ValueInfoProto, onnx.OnnxMlProto3.ValueInfoProto.Builder, onnx.OnnxMlProto3.ValueInfoProtoOrBuilder>(
                  output_,
                  ((bitField0_ & 0x00000020) == 0x00000020),
                  getParentForChildren(),
                  isClean());
          output_ = null;
        }
        return outputBuilder_;
      }

      private java.util.List valueInfo_ =
        java.util.Collections.emptyList();
      private void ensureValueInfoIsMutable() {
        if (!((bitField0_ & 0x00000040) == 0x00000040)) {
          valueInfo_ = new java.util.ArrayList(valueInfo_);
          bitField0_ |= 0x00000040;
         }
      }

      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.ValueInfoProto, onnx.OnnxMlProto3.ValueInfoProto.Builder, onnx.OnnxMlProto3.ValueInfoProtoOrBuilder> valueInfoBuilder_;

      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public java.util.List getValueInfoList() {
        if (valueInfoBuilder_ == null) {
          return java.util.Collections.unmodifiableList(valueInfo_);
        } else {
          return valueInfoBuilder_.getMessageList();
        }
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public int getValueInfoCount() {
        if (valueInfoBuilder_ == null) {
          return valueInfo_.size();
        } else {
          return valueInfoBuilder_.getCount();
        }
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public onnx.OnnxMlProto3.ValueInfoProto getValueInfo(int index) {
        if (valueInfoBuilder_ == null) {
          return valueInfo_.get(index);
        } else {
          return valueInfoBuilder_.getMessage(index);
        }
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public Builder setValueInfo(
          int index, onnx.OnnxMlProto3.ValueInfoProto value) {
        if (valueInfoBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureValueInfoIsMutable();
          valueInfo_.set(index, value);
          onChanged();
        } else {
          valueInfoBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public Builder setValueInfo(
          int index, onnx.OnnxMlProto3.ValueInfoProto.Builder builderForValue) {
        if (valueInfoBuilder_ == null) {
          ensureValueInfoIsMutable();
          valueInfo_.set(index, builderForValue.build());
          onChanged();
        } else {
          valueInfoBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public Builder addValueInfo(onnx.OnnxMlProto3.ValueInfoProto value) {
        if (valueInfoBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureValueInfoIsMutable();
          valueInfo_.add(value);
          onChanged();
        } else {
          valueInfoBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public Builder addValueInfo(
          int index, onnx.OnnxMlProto3.ValueInfoProto value) {
        if (valueInfoBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureValueInfoIsMutable();
          valueInfo_.add(index, value);
          onChanged();
        } else {
          valueInfoBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public Builder addValueInfo(
          onnx.OnnxMlProto3.ValueInfoProto.Builder builderForValue) {
        if (valueInfoBuilder_ == null) {
          ensureValueInfoIsMutable();
          valueInfo_.add(builderForValue.build());
          onChanged();
        } else {
          valueInfoBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public Builder addValueInfo(
          int index, onnx.OnnxMlProto3.ValueInfoProto.Builder builderForValue) {
        if (valueInfoBuilder_ == null) {
          ensureValueInfoIsMutable();
          valueInfo_.add(index, builderForValue.build());
          onChanged();
        } else {
          valueInfoBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public Builder addAllValueInfo(
          java.lang.Iterable values) {
        if (valueInfoBuilder_ == null) {
          ensureValueInfoIsMutable();
          com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
              values, valueInfo_);
          onChanged();
        } else {
          valueInfoBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public Builder clearValueInfo() {
        if (valueInfoBuilder_ == null) {
          valueInfo_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000040);
          onChanged();
        } else {
          valueInfoBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public Builder removeValueInfo(int index) {
        if (valueInfoBuilder_ == null) {
          ensureValueInfoIsMutable();
          valueInfo_.remove(index);
          onChanged();
        } else {
          valueInfoBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public onnx.OnnxMlProto3.ValueInfoProto.Builder getValueInfoBuilder(
          int index) {
        return getValueInfoFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public onnx.OnnxMlProto3.ValueInfoProtoOrBuilder getValueInfoOrBuilder(
          int index) {
        if (valueInfoBuilder_ == null) {
          return valueInfo_.get(index);  } else {
          return valueInfoBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public java.util.List 
           getValueInfoOrBuilderList() {
        if (valueInfoBuilder_ != null) {
          return valueInfoBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(valueInfo_);
        }
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public onnx.OnnxMlProto3.ValueInfoProto.Builder addValueInfoBuilder() {
        return getValueInfoFieldBuilder().addBuilder(
            onnx.OnnxMlProto3.ValueInfoProto.getDefaultInstance());
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public onnx.OnnxMlProto3.ValueInfoProto.Builder addValueInfoBuilder(
          int index) {
        return getValueInfoFieldBuilder().addBuilder(
            index, onnx.OnnxMlProto3.ValueInfoProto.getDefaultInstance());
      }
      /**
       * 
       * Information for the values in the graph. The ValueInfoProto.name's
       * must be distinct. It is optional for a value to appear in value_info list.
       * 
       *
       * repeated .onnx.ValueInfoProto value_info = 13;
       */
      public java.util.List 
           getValueInfoBuilderList() {
        return getValueInfoFieldBuilder().getBuilderList();
      }
      private com.github.os72.protobuf351.RepeatedFieldBuilderV3<
          onnx.OnnxMlProto3.ValueInfoProto, onnx.OnnxMlProto3.ValueInfoProto.Builder, onnx.OnnxMlProto3.ValueInfoProtoOrBuilder> 
          getValueInfoFieldBuilder() {
        if (valueInfoBuilder_ == null) {
          valueInfoBuilder_ = new com.github.os72.protobuf351.RepeatedFieldBuilderV3<
              onnx.OnnxMlProto3.ValueInfoProto, onnx.OnnxMlProto3.ValueInfoProto.Builder, onnx.OnnxMlProto3.ValueInfoProtoOrBuilder>(
                  valueInfo_,
                  ((bitField0_ & 0x00000040) == 0x00000040),
                  getParentForChildren(),
                  isClean());
          valueInfo_ = null;
        }
        return valueInfoBuilder_;
      }
      public final Builder setUnknownFields(
          final com.github.os72.protobuf351.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
          final com.github.os72.protobuf351.UnknownFieldSet unknownFields) {
        return super.mergeUnknownFields(unknownFields);
      }


      // @@protoc_insertion_point(builder_scope:onnx.GraphProto)
    }

    // @@protoc_insertion_point(class_scope:onnx.GraphProto)
    private static final onnx.OnnxMlProto3.GraphProto DEFAULT_INSTANCE;
    static {
      DEFAULT_INSTANCE = new onnx.OnnxMlProto3.GraphProto();
    }

    public static onnx.OnnxMlProto3.GraphProto getDefaultInstance() {
      return DEFAULT_INSTANCE;
    }

    private static final com.github.os72.protobuf351.Parser
        PARSER = new com.github.os72.protobuf351.AbstractParser() {
      public GraphProto parsePartialFrom(
          com.github.os72.protobuf351.CodedInputStream input,
          com.github.os72.protobuf351.ExtensionRegistryLite extensionRegistry)
          throws com.github.os72.protobuf351.InvalidProtocolBufferException {
        return new GraphProto(input, extensionRegistry);
      }
    };

    public static com.github.os72.protobuf351.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public com.github.os72.protobuf351.Parser getParserForType() {
      return PARSER;
    }

    public onnx.OnnxMlProto3.GraphProto getDefaultInstanceForType() {
      return DEFAULT_INSTANCE;
    }

  }

  public interface TensorProtoOrBuilder extends
      // @@protoc_insertion_point(interface_extends:onnx.TensorProto)
      com.github.os72.protobuf351.MessageOrBuilder {

    /**
     * 
     * The shape of the tensor.
     * 
     *
     * repeated int64 dims = 1;
     */
    java.util.List getDimsList();
    /**
     * 
     * The shape of the tensor.
     * 
     *
     * repeated int64 dims = 1;
     */
    int getDimsCount();
    /**
     * 
     * The shape of the tensor.
     * 
     *
     * repeated int64 dims = 1;
     */
    long getDims(int index);

    /**
     * 
     * The data type of the tensor.
     * 
     *
     * .onnx.TensorProto.DataType data_type = 2;
     */
    int getDataTypeValue();
    /**
     * 
     * The data type of the tensor.
     * 
     *
     * .onnx.TensorProto.DataType data_type = 2;
     */
    onnx.OnnxMlProto3.TensorProto.DataType getDataType();

    /**
     * .onnx.TensorProto.Segment segment = 3;
     */
    boolean hasSegment();
    /**
     * .onnx.TensorProto.Segment segment = 3;
     */
    onnx.OnnxMlProto3.TensorProto.Segment getSegment();
    /**
     * .onnx.TensorProto.Segment segment = 3;
     */
    onnx.OnnxMlProto3.TensorProto.SegmentOrBuilder getSegmentOrBuilder();

    /**
     * 
     * For float and complex64 values
     * Complex64 tensors are encoded as a single array of floats,
     * with the real components appearing in odd numbered positions,
     * and the corresponding imaginary component apparing in the
     * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
     * is encoded as [1.0, 2.0 ,3.0 ,4.0]
     * When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
     * 
     *
     * repeated float float_data = 4 [packed = true];
     */
    java.util.List getFloatDataList();
    /**
     * 
     * For float and complex64 values
     * Complex64 tensors are encoded as a single array of floats,
     * with the real components appearing in odd numbered positions,
     * and the corresponding imaginary component apparing in the
     * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
     * is encoded as [1.0, 2.0 ,3.0 ,4.0]
     * When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
     * 
     *
     * repeated float float_data = 4 [packed = true];
     */
    int getFloatDataCount();
    /**
     * 
     * For float and complex64 values
     * Complex64 tensors are encoded as a single array of floats,
     * with the real components appearing in odd numbered positions,
     * and the corresponding imaginary component apparing in the
     * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
     * is encoded as [1.0, 2.0 ,3.0 ,4.0]
     * When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
     * 
     *
     * repeated float float_data = 4 [packed = true];
     */
    float getFloatData(int index);

    /**
     * 
     * For int32, uint8, int8, uint16, int16, bool, and float16 values
     * float16 values must be bit-wise converted to an uint16_t prior
     * to writing to the buffer.
     * When this field is present, the data_type field MUST be
     * INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
     * 
     *
     * repeated int32 int32_data = 5 [packed = true];
     */
    java.util.List getInt32DataList();
    /**
     * 
     * For int32, uint8, int8, uint16, int16, bool, and float16 values
     * float16 values must be bit-wise converted to an uint16_t prior
     * to writing to the buffer.
     * When this field is present, the data_type field MUST be
     * INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
     * 
     *
     * repeated int32 int32_data = 5 [packed = true];
     */
    int getInt32DataCount();
    /**
     * 
     * For int32, uint8, int8, uint16, int16, bool, and float16 values
     * float16 values must be bit-wise converted to an uint16_t prior
     * to writing to the buffer.
     * When this field is present, the data_type field MUST be
     * INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
     * 
     *
     * repeated int32 int32_data = 5 [packed = true];
     */
    int getInt32Data(int index);

    /**
     * 
     * For strings.
     * Each element of string_data is a UTF-8 encoded Unicode
     * string. No trailing null, no leading BOM. The protobuf "string"
     * scalar type is not used to match ML community conventions.
     * When this field is present, the data_type field MUST be STRING
     * 
     *
     * repeated bytes string_data = 6;
     */
    java.util.List getStringDataList();
    /**
     * 
     * For strings.
     * Each element of string_data is a UTF-8 encoded Unicode
     * string. No trailing null, no leading BOM. The protobuf "string"
     * scalar type is not used to match ML community conventions.
     * When this field is present, the data_type field MUST be STRING
     * 
     *
     * repeated bytes string_data = 6;
     */
    int getStringDataCount();
    /**
     * 
     * For strings.
     * Each element of string_data is a UTF-8 encoded Unicode
     * string. No trailing null, no leading BOM. The protobuf "string"
     * scalar type is not used to match ML community conventions.
     * When this field is present, the data_type field MUST be STRING
     * 
     *
     * repeated bytes string_data = 6;
     */
    com.github.os72.protobuf351.ByteString getStringData(int index);

    /**
     * 
     * For int64.
     * When this field is present, the data_type field MUST be INT64
     * 
     *
     * repeated int64 int64_data = 7 [packed = true];
     */
    java.util.List getInt64DataList();
    /**
     * 
     * For int64.
     * When this field is present, the data_type field MUST be INT64
     * 
     *
     * repeated int64 int64_data = 7 [packed = true];
     */
    int getInt64DataCount();
    /**
     * 
     * For int64.
     * When this field is present, the data_type field MUST be INT64
     * 
     *
     * repeated int64 int64_data = 7 [packed = true];
     */
    long getInt64Data(int index);

    /**
     * 
     * Optionally, a name for the tensor.
     * 
     *
     * string name = 8;
     */
    java.lang.String getName();
    /**
     * 
     * Optionally, a name for the tensor.
     * 
     *
     * string name = 8;
     */
    com.github.os72.protobuf351.ByteString
        getNameBytes();

    /**
     * 
     * A human-readable documentation for this tensor. Markdown is allowed.
     * 
     *
     * string doc_string = 12;
     */
    java.lang.String getDocString();
    /**
     * 
     * A human-readable documentation for this tensor. Markdown is allowed.
     * 
     *
     * string doc_string = 12;
     */
    com.github.os72.protobuf351.ByteString
        getDocStringBytes();

    /**
     * 
     * Serializations can either use one of the fields above, or use this
     * raw bytes field. The only exception is the string case, where one is
     * required to store the content in the repeated bytes string_data field.
     * When this raw_data field is used to store tensor value, elements MUST
     * be stored in as fixed-width, little-endian order.
     * Floating-point data types MUST be stored in IEEE 754 format.
     * Complex64 elements must be written as two consecutive FLOAT values, real component first.
     * Complex128 elements must be written as two consecutive DOUBLE values, real component first.
     * Boolean type MUST be written one byte per tensor element (00000001 for true, 00000000 for false).
     * Note: the advantage of specific field rather than the raw_data field is
     * that in some cases (e.g. int data), protobuf does a better packing via
     * variable length storage, and may lead to smaller binary footprint.
     * When this field is present, the data_type field MUST NOT be STRING or UNDEFINED
     * 
     *
     * bytes raw_data = 9;
     */
    com.github.os72.protobuf351.ByteString getRawData();

    /**
     * 
     * For double
     * Complex64 tensors are encoded as a single array of doubles,
     * with the real components appearing in odd numbered positions,
     * and the corresponding imaginary component apparing in the
     * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
     * is encoded as [1.0, 2.0 ,3.0 ,4.0]
     * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
     * 
     *
     * repeated double double_data = 10 [packed = true];
     */
    java.util.List getDoubleDataList();
    /**
     * 
     * For double
     * Complex64 tensors are encoded as a single array of doubles,
     * with the real components appearing in odd numbered positions,
     * and the corresponding imaginary component apparing in the
     * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
     * is encoded as [1.0, 2.0 ,3.0 ,4.0]
     * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
     * 
     *
     * repeated double double_data = 10 [packed = true];
     */
    int getDoubleDataCount();
    /**
     * 
     * For double
     * Complex64 tensors are encoded as a single array of doubles,
     * with the real components appearing in odd numbered positions,
     * and the corresponding imaginary component apparing in the
     * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
     * is encoded as [1.0, 2.0 ,3.0 ,4.0]
     * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
     * 
     *
     * repeated double double_data = 10 [packed = true];
     */
    double getDoubleData(int index);

    /**
     * 
     * For uint64 and uint32 values
     * When this field is present, the data_type field MUST be
     * UINT32 or UINT64
     * 
     *
     * repeated uint64 uint64_data = 11 [packed = true];
     */
    java.util.List getUint64DataList();
    /**
     * 
     * For uint64 and uint32 values
     * When this field is present, the data_type field MUST be
     * UINT32 or UINT64
     * 
     *
     * repeated uint64 uint64_data = 11 [packed = true];
     */
    int getUint64DataCount();
    /**
     * 
     * For uint64 and uint32 values
     * When this field is present, the data_type field MUST be
     * UINT32 or UINT64
     * 
     *
     * repeated uint64 uint64_data = 11 [packed = true];
     */
    long getUint64Data(int index);
  }
  /**
   * 
   * A message defined to store a tensor in its serialized format.
   * 
   *
   * Protobuf type {@code onnx.TensorProto}
   */
  public  static final class TensorProto extends
      com.github.os72.protobuf351.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:onnx.TensorProto)
      TensorProtoOrBuilder {
  private static final long serialVersionUID = 0L;
    // Use TensorProto.newBuilder() to construct.
    private TensorProto(com.github.os72.protobuf351.GeneratedMessageV3.Builder builder) {
      super(builder);
    }
    private TensorProto() {
      dims_ = java.util.Collections.emptyList();
      dataType_ = 0;
      floatData_ = java.util.Collections.emptyList();
      int32Data_ = java.util.Collections.emptyList();
      stringData_ = java.util.Collections.emptyList();
      int64Data_ = java.util.Collections.emptyList();
      name_ = "";
      docString_ = "";
      rawData_ = com.github.os72.protobuf351.ByteString.EMPTY;
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    public final com.github.os72.protobuf351.UnknownFieldSet
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        com.github.os72.protobuf351.CodedInputStream input,
        com.github.os72.protobuf351.ExtensionRegistryLite extensionRegistry)
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      if (extensionRegistry == null) {
        throw new java.lang.NullPointerException();
      }
      int mutable_bitField0_ = 0;
      com.github.os72.protobuf351.UnknownFieldSet.Builder unknownFields =
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      try {
        boolean done = false;
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          int tag = input.readTag();
          switch (tag) {
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              done = true;
              break;
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              if (!parseUnknownFieldProto3(
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                done = true;
              }
              break;
            }
            case 8: {
              if (!((mutable_bitField0_ & 0x00000001) == 0x00000001)) {
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              dims_.add(input.readInt64());
              break;
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              int length = input.readRawVarint32();
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                mutable_bitField0_ |= 0x00000001;
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              input.popLimit(limit);
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            case 16: {
              int rawValue = input.readEnum();

              dataType_ = rawValue;
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            case 26: {
              onnx.OnnxMlProto3.TensorProto.Segment.Builder subBuilder = null;
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              segment_ = input.readMessage(onnx.OnnxMlProto3.TensorProto.Segment.parser(), extensionRegistry);
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              while (input.getBytesUntilLimit() > 0) {
                floatData_.add(input.readFloat());
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              input.popLimit(limit);
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            case 40: {
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              int32Data_.add(input.readInt32());
              break;
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            case 42: {
              int length = input.readRawVarint32();
              int limit = input.pushLimit(length);
              if (!((mutable_bitField0_ & 0x00000010) == 0x00000010) && input.getBytesUntilLimit() > 0) {
                int32Data_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000010;
              }
              while (input.getBytesUntilLimit() > 0) {
                int32Data_.add(input.readInt32());
              }
              input.popLimit(limit);
              break;
            }
            case 50: {
              if (!((mutable_bitField0_ & 0x00000020) == 0x00000020)) {
                stringData_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000020;
              }
              stringData_.add(input.readBytes());
              break;
            }
            case 56: {
              if (!((mutable_bitField0_ & 0x00000040) == 0x00000040)) {
                int64Data_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000040;
              }
              int64Data_.add(input.readInt64());
              break;
            }
            case 58: {
              int length = input.readRawVarint32();
              int limit = input.pushLimit(length);
              if (!((mutable_bitField0_ & 0x00000040) == 0x00000040) && input.getBytesUntilLimit() > 0) {
                int64Data_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000040;
              }
              while (input.getBytesUntilLimit() > 0) {
                int64Data_.add(input.readInt64());
              }
              input.popLimit(limit);
              break;
            }
            case 66: {
              java.lang.String s = input.readStringRequireUtf8();

              name_ = s;
              break;
            }
            case 74: {

              rawData_ = input.readBytes();
              break;
            }
            case 81: {
              if (!((mutable_bitField0_ & 0x00000400) == 0x00000400)) {
                doubleData_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000400;
              }
              doubleData_.add(input.readDouble());
              break;
            }
            case 82: {
              int length = input.readRawVarint32();
              int limit = input.pushLimit(length);
              if (!((mutable_bitField0_ & 0x00000400) == 0x00000400) && input.getBytesUntilLimit() > 0) {
                doubleData_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000400;
              }
              while (input.getBytesUntilLimit() > 0) {
                doubleData_.add(input.readDouble());
              }
              input.popLimit(limit);
              break;
            }
            case 88: {
              if (!((mutable_bitField0_ & 0x00000800) == 0x00000800)) {
                uint64Data_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000800;
              }
              uint64Data_.add(input.readUInt64());
              break;
            }
            case 90: {
              int length = input.readRawVarint32();
              int limit = input.pushLimit(length);
              if (!((mutable_bitField0_ & 0x00000800) == 0x00000800) && input.getBytesUntilLimit() > 0) {
                uint64Data_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000800;
              }
              while (input.getBytesUntilLimit() > 0) {
                uint64Data_.add(input.readUInt64());
              }
              input.popLimit(limit);
              break;
            }
            case 98: {
              java.lang.String s = input.readStringRequireUtf8();

              docString_ = s;
              break;
            }
          }
        }
      } catch (com.github.os72.protobuf351.InvalidProtocolBufferException e) {
        throw e.setUnfinishedMessage(this);
      } catch (java.io.IOException e) {
        throw new com.github.os72.protobuf351.InvalidProtocolBufferException(
            e).setUnfinishedMessage(this);
      } finally {
        if (((mutable_bitField0_ & 0x00000001) == 0x00000001)) {
          dims_ = java.util.Collections.unmodifiableList(dims_);
        }
        if (((mutable_bitField0_ & 0x00000008) == 0x00000008)) {
          floatData_ = java.util.Collections.unmodifiableList(floatData_);
        }
        if (((mutable_bitField0_ & 0x00000010) == 0x00000010)) {
          int32Data_ = java.util.Collections.unmodifiableList(int32Data_);
        }
        if (((mutable_bitField0_ & 0x00000020) == 0x00000020)) {
          stringData_ = java.util.Collections.unmodifiableList(stringData_);
        }
        if (((mutable_bitField0_ & 0x00000040) == 0x00000040)) {
          int64Data_ = java.util.Collections.unmodifiableList(int64Data_);
        }
        if (((mutable_bitField0_ & 0x00000400) == 0x00000400)) {
          doubleData_ = java.util.Collections.unmodifiableList(doubleData_);
        }
        if (((mutable_bitField0_ & 0x00000800) == 0x00000800)) {
          uint64Data_ = java.util.Collections.unmodifiableList(uint64Data_);
        }
        this.unknownFields = unknownFields.build();
        makeExtensionsImmutable();
      }
    }
    public static final com.github.os72.protobuf351.Descriptors.Descriptor
        getDescriptor() {
      return onnx.OnnxMlProto3.internal_static_onnx_TensorProto_descriptor;
    }

    protected com.github.os72.protobuf351.GeneratedMessageV3.FieldAccessorTable
        internalGetFieldAccessorTable() {
      return onnx.OnnxMlProto3.internal_static_onnx_TensorProto_fieldAccessorTable
          .ensureFieldAccessorsInitialized(
              onnx.OnnxMlProto3.TensorProto.class, onnx.OnnxMlProto3.TensorProto.Builder.class);
    }

    /**
     * Protobuf enum {@code onnx.TensorProto.DataType}
     */
    public enum DataType
        implements com.github.os72.protobuf351.ProtocolMessageEnum {
      /**
       * UNDEFINED = 0;
       */
      UNDEFINED(0),
      /**
       * 
       * Basic types.
       * 
       *
       * FLOAT = 1;
       */
      FLOAT(1),
      /**
       * 
       * uint8_t
       * 
       *
       * UINT8 = 2;
       */
      UINT8(2),
      /**
       * 
       * int8_t
       * 
       *
       * INT8 = 3;
       */
      INT8(3),
      /**
       * 
       * uint16_t
       * 
       *
       * UINT16 = 4;
       */
      UINT16(4),
      /**
       * 
       * int16_t
       * 
       *
       * INT16 = 5;
       */
      INT16(5),
      /**
       * 
       * int32_t
       * 
       *
       * INT32 = 6;
       */
      INT32(6),
      /**
       * 
       * int64_t
       * 
       *
       * INT64 = 7;
       */
      INT64(7),
      /**
       * 
       * string
       * 
       *
       * STRING = 8;
       */
      STRING(8),
      /**
       * 
       * bool
       * 
       *
       * BOOL = 9;
       */
      BOOL(9),
      /**
       * 
       * Advanced types
       * 
       *
       * FLOAT16 = 10;
       */
      FLOAT16(10),
      /**
       * DOUBLE = 11;
       */
      DOUBLE(11),
      /**
       * UINT32 = 12;
       */
      UINT32(12),
      /**
       * UINT64 = 13;
       */
      UINT64(13),
      /**
       * 
       * complex with float32 real and imaginary components
       * 
       *
       * COMPLEX64 = 14;
       */
      COMPLEX64(14),
      /**
       * 
       * complex with float64 real and imaginary components
       * 
       *
       * COMPLEX128 = 15;
       */
      COMPLEX128(15),
      UNRECOGNIZED(-1),
      ;

      /**
       * UNDEFINED = 0;
       */
      public static final int UNDEFINED_VALUE = 0;
      /**
       * 
       * Basic types.
       * 
       *
       * FLOAT = 1;
       */
      public static final int FLOAT_VALUE = 1;
      /**
       * 
       * uint8_t
       * 
       *
       * UINT8 = 2;
       */
      public static final int UINT8_VALUE = 2;
      /**
       * 
       * int8_t
       * 
       *
       * INT8 = 3;
       */
      public static final int INT8_VALUE = 3;
      /**
       * 
       * uint16_t
       * 
       *
       * UINT16 = 4;
       */
      public static final int UINT16_VALUE = 4;
      /**
       * 
       * int16_t
       * 
       *
       * INT16 = 5;
       */
      public static final int INT16_VALUE = 5;
      /**
       * 
       * int32_t
       * 
       *
       * INT32 = 6;
       */
      public static final int INT32_VALUE = 6;
      /**
       * 
       * int64_t
       * 
       *
       * INT64 = 7;
       */
      public static final int INT64_VALUE = 7;
      /**
       * 
       * string
       * 
       *
       * STRING = 8;
       */
      public static final int STRING_VALUE = 8;
      /**
       * 
       * bool
       * 
       *
       * BOOL = 9;
       */
      public static final int BOOL_VALUE = 9;
      /**
       * 
       * Advanced types
       * 
       *
       * FLOAT16 = 10;
       */
      public static final int FLOAT16_VALUE = 10;
      /**
       * DOUBLE = 11;
       */
      public static final int DOUBLE_VALUE = 11;
      /**
       * UINT32 = 12;
       */
      public static final int UINT32_VALUE = 12;
      /**
       * UINT64 = 13;
       */
      public static final int UINT64_VALUE = 13;
      /**
       * 
       * complex with float32 real and imaginary components
       * 
       *
       * COMPLEX64 = 14;
       */
      public static final int COMPLEX64_VALUE = 14;
      /**
       * 
       * complex with float64 real and imaginary components
       * 
       *
       * COMPLEX128 = 15;
       */
      public static final int COMPLEX128_VALUE = 15;


      public final int getNumber() {
        if (this == UNRECOGNIZED) {
          throw new java.lang.IllegalArgumentException(
              "Can't get the number of an unknown enum value.");
        }
        return value;
      }

      /**
       * @deprecated Use {@link #forNumber(int)} instead.
       */
      @java.lang.Deprecated
      public static DataType valueOf(int value) {
        return forNumber(value);
      }

      public static DataType forNumber(int value) {
        switch (value) {
          case 0: return UNDEFINED;
          case 1: return FLOAT;
          case 2: return UINT8;
          case 3: return INT8;
          case 4: return UINT16;
          case 5: return INT16;
          case 6: return INT32;
          case 7: return INT64;
          case 8: return STRING;
          case 9: return BOOL;
          case 10: return FLOAT16;
          case 11: return DOUBLE;
          case 12: return UINT32;
          case 13: return UINT64;
          case 14: return COMPLEX64;
          case 15: return COMPLEX128;
          default: return null;
        }
      }

      public static com.github.os72.protobuf351.Internal.EnumLiteMap
          internalGetValueMap() {
        return internalValueMap;
      }
      private static final com.github.os72.protobuf351.Internal.EnumLiteMap<
          DataType> internalValueMap =
            new com.github.os72.protobuf351.Internal.EnumLiteMap() {
              public DataType findValueByNumber(int number) {
                return DataType.forNumber(number);
              }
            };

      public final com.github.os72.protobuf351.Descriptors.EnumValueDescriptor
          getValueDescriptor() {
        return getDescriptor().getValues().get(ordinal());
      }
      public final com.github.os72.protobuf351.Descriptors.EnumDescriptor
          getDescriptorForType() {
        return getDescriptor();
      }
      public static final com.github.os72.protobuf351.Descriptors.EnumDescriptor
          getDescriptor() {
        return onnx.OnnxMlProto3.TensorProto.getDescriptor().getEnumTypes().get(0);
      }

      private static final DataType[] VALUES = values();

      public static DataType valueOf(
          com.github.os72.protobuf351.Descriptors.EnumValueDescriptor desc) {
        if (desc.getType() != getDescriptor()) {
          throw new java.lang.IllegalArgumentException(
            "EnumValueDescriptor is not for this type.");
        }
        if (desc.getIndex() == -1) {
          return UNRECOGNIZED;
        }
        return VALUES[desc.getIndex()];
      }

      private final int value;

      private DataType(int value) {
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          int32Data_ = java.util.Collections.unmodifiableList(int32Data_);
          bitField0_ = (bitField0_ & ~0x00000010);
        }
        result.int32Data_ = int32Data_;
        if (((bitField0_ & 0x00000020) == 0x00000020)) {
          stringData_ = java.util.Collections.unmodifiableList(stringData_);
          bitField0_ = (bitField0_ & ~0x00000020);
        }
        result.stringData_ = stringData_;
        if (((bitField0_ & 0x00000040) == 0x00000040)) {
          int64Data_ = java.util.Collections.unmodifiableList(int64Data_);
          bitField0_ = (bitField0_ & ~0x00000040);
        }
        result.int64Data_ = int64Data_;
        result.name_ = name_;
        result.docString_ = docString_;
        result.rawData_ = rawData_;
        if (((bitField0_ & 0x00000400) == 0x00000400)) {
          doubleData_ = java.util.Collections.unmodifiableList(doubleData_);
          bitField0_ = (bitField0_ & ~0x00000400);
        }
        result.doubleData_ = doubleData_;
        if (((bitField0_ & 0x00000800) == 0x00000800)) {
          uint64Data_ = java.util.Collections.unmodifiableList(uint64Data_);
          bitField0_ = (bitField0_ & ~0x00000800);
        }
        result.uint64Data_ = uint64Data_;
        result.bitField0_ = to_bitField0_;
        onBuilt();
        return result;
      }

      public Builder clone() {
        return (Builder) super.clone();
      }
      public Builder setField(
          com.github.os72.protobuf351.Descriptors.FieldDescriptor field,
          java.lang.Object value) {
        return (Builder) super.setField(field, value);
      }
      public Builder clearField(
          com.github.os72.protobuf351.Descriptors.FieldDescriptor field) {
        return (Builder) super.clearField(field);
      }
      public Builder clearOneof(
          com.github.os72.protobuf351.Descriptors.OneofDescriptor oneof) {
        return (Builder) super.clearOneof(oneof);
      }
      public Builder setRepeatedField(
          com.github.os72.protobuf351.Descriptors.FieldDescriptor field,
          int index, java.lang.Object value) {
        return (Builder) super.setRepeatedField(field, index, value);
      }
      public Builder addRepeatedField(
          com.github.os72.protobuf351.Descriptors.FieldDescriptor field,
          java.lang.Object value) {
        return (Builder) super.addRepeatedField(field, value);
      }
      public Builder mergeFrom(com.github.os72.protobuf351.Message other) {
        if (other instanceof onnx.OnnxMlProto3.TensorProto) {
          return mergeFrom((onnx.OnnxMlProto3.TensorProto)other);
        } else {
          super.mergeFrom(other);
          return this;
        }
      }

      public Builder mergeFrom(onnx.OnnxMlProto3.TensorProto other) {
        if (other == onnx.OnnxMlProto3.TensorProto.getDefaultInstance()) return this;
        if (!other.dims_.isEmpty()) {
          if (dims_.isEmpty()) {
            dims_ = other.dims_;
            bitField0_ = (bitField0_ & ~0x00000001);
          } else {
            ensureDimsIsMutable();
            dims_.addAll(other.dims_);
          }
          onChanged();
        }
        if (other.dataType_ != 0) {
          setDataTypeValue(other.getDataTypeValue());
        }
        if (other.hasSegment()) {
          mergeSegment(other.getSegment());
        }
        if (!other.floatData_.isEmpty()) {
          if (floatData_.isEmpty()) {
            floatData_ = other.floatData_;
            bitField0_ = (bitField0_ & ~0x00000008);
          } else {
            ensureFloatDataIsMutable();
            floatData_.addAll(other.floatData_);
          }
          onChanged();
        }
        if (!other.int32Data_.isEmpty()) {
          if (int32Data_.isEmpty()) {
            int32Data_ = other.int32Data_;
            bitField0_ = (bitField0_ & ~0x00000010);
          } else {
            ensureInt32DataIsMutable();
            int32Data_.addAll(other.int32Data_);
          }
          onChanged();
        }
        if (!other.stringData_.isEmpty()) {
          if (stringData_.isEmpty()) {
            stringData_ = other.stringData_;
            bitField0_ = (bitField0_ & ~0x00000020);
          } else {
            ensureStringDataIsMutable();
            stringData_.addAll(other.stringData_);
          }
          onChanged();
        }
        if (!other.int64Data_.isEmpty()) {
          if (int64Data_.isEmpty()) {
            int64Data_ = other.int64Data_;
            bitField0_ = (bitField0_ & ~0x00000040);
          } else {
            ensureInt64DataIsMutable();
            int64Data_.addAll(other.int64Data_);
          }
          onChanged();
        }
        if (!other.getName().isEmpty()) {
          name_ = other.name_;
          onChanged();
        }
        if (!other.getDocString().isEmpty()) {
          docString_ = other.docString_;
          onChanged();
        }
        if (other.getRawData() != com.github.os72.protobuf351.ByteString.EMPTY) {
          setRawData(other.getRawData());
        }
        if (!other.doubleData_.isEmpty()) {
          if (doubleData_.isEmpty()) {
            doubleData_ = other.doubleData_;
            bitField0_ = (bitField0_ & ~0x00000400);
          } else {
            ensureDoubleDataIsMutable();
            doubleData_.addAll(other.doubleData_);
          }
          onChanged();
        }
        if (!other.uint64Data_.isEmpty()) {
          if (uint64Data_.isEmpty()) {
            uint64Data_ = other.uint64Data_;
            bitField0_ = (bitField0_ & ~0x00000800);
          } else {
            ensureUint64DataIsMutable();
            uint64Data_.addAll(other.uint64Data_);
          }
          onChanged();
        }
        this.mergeUnknownFields(other.unknownFields);
        onChanged();
        return this;
      }

      public final boolean isInitialized() {
        return true;
      }

      public Builder mergeFrom(
          com.github.os72.protobuf351.CodedInputStream input,
          com.github.os72.protobuf351.ExtensionRegistryLite extensionRegistry)
          throws java.io.IOException {
        onnx.OnnxMlProto3.TensorProto parsedMessage = null;
        try {
          parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry);
        } catch (com.github.os72.protobuf351.InvalidProtocolBufferException e) {
          parsedMessage = (onnx.OnnxMlProto3.TensorProto) e.getUnfinishedMessage();
          throw e.unwrapIOException();
        } finally {
          if (parsedMessage != null) {
            mergeFrom(parsedMessage);
          }
        }
        return this;
      }
      private int bitField0_;

      private java.util.List dims_ = java.util.Collections.emptyList();
      private void ensureDimsIsMutable() {
        if (!((bitField0_ & 0x00000001) == 0x00000001)) {
          dims_ = new java.util.ArrayList(dims_);
          bitField0_ |= 0x00000001;
         }
      }
      /**
       * 
       * The shape of the tensor.
       * 
       *
       * repeated int64 dims = 1;
       */
      public java.util.List
          getDimsList() {
        return java.util.Collections.unmodifiableList(dims_);
      }
      /**
       * 
       * The shape of the tensor.
       * 
       *
       * repeated int64 dims = 1;
       */
      public int getDimsCount() {
        return dims_.size();
      }
      /**
       * 
       * The shape of the tensor.
       * 
       *
       * repeated int64 dims = 1;
       */
      public long getDims(int index) {
        return dims_.get(index);
      }
      /**
       * 
       * The shape of the tensor.
       * 
       *
       * repeated int64 dims = 1;
       */
      public Builder setDims(
          int index, long value) {
        ensureDimsIsMutable();
        dims_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * The shape of the tensor.
       * 
       *
       * repeated int64 dims = 1;
       */
      public Builder addDims(long value) {
        ensureDimsIsMutable();
        dims_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * The shape of the tensor.
       * 
       *
       * repeated int64 dims = 1;
       */
      public Builder addAllDims(
          java.lang.Iterable values) {
        ensureDimsIsMutable();
        com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
            values, dims_);
        onChanged();
        return this;
      }
      /**
       * 
       * The shape of the tensor.
       * 
       *
       * repeated int64 dims = 1;
       */
      public Builder clearDims() {
        dims_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000001);
        onChanged();
        return this;
      }

      private int dataType_ = 0;
      /**
       * 
       * The data type of the tensor.
       * 
       *
       * .onnx.TensorProto.DataType data_type = 2;
       */
      public int getDataTypeValue() {
        return dataType_;
      }
      /**
       * 
       * The data type of the tensor.
       * 
       *
       * .onnx.TensorProto.DataType data_type = 2;
       */
      public Builder setDataTypeValue(int value) {
        dataType_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * The data type of the tensor.
       * 
       *
       * .onnx.TensorProto.DataType data_type = 2;
       */
      public onnx.OnnxMlProto3.TensorProto.DataType getDataType() {
        onnx.OnnxMlProto3.TensorProto.DataType result = onnx.OnnxMlProto3.TensorProto.DataType.valueOf(dataType_);
        return result == null ? onnx.OnnxMlProto3.TensorProto.DataType.UNRECOGNIZED : result;
      }
      /**
       * 
       * The data type of the tensor.
       * 
       *
       * .onnx.TensorProto.DataType data_type = 2;
       */
      public Builder setDataType(onnx.OnnxMlProto3.TensorProto.DataType value) {
        if (value == null) {
          throw new NullPointerException();
        }
        
        dataType_ = value.getNumber();
        onChanged();
        return this;
      }
      /**
       * 
       * The data type of the tensor.
       * 
       *
       * .onnx.TensorProto.DataType data_type = 2;
       */
      public Builder clearDataType() {
        
        dataType_ = 0;
        onChanged();
        return this;
      }

      private onnx.OnnxMlProto3.TensorProto.Segment segment_ = null;
      private com.github.os72.protobuf351.SingleFieldBuilderV3<
          onnx.OnnxMlProto3.TensorProto.Segment, onnx.OnnxMlProto3.TensorProto.Segment.Builder, onnx.OnnxMlProto3.TensorProto.SegmentOrBuilder> segmentBuilder_;
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public boolean hasSegment() {
        return segmentBuilder_ != null || segment_ != null;
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public onnx.OnnxMlProto3.TensorProto.Segment getSegment() {
        if (segmentBuilder_ == null) {
          return segment_ == null ? onnx.OnnxMlProto3.TensorProto.Segment.getDefaultInstance() : segment_;
        } else {
          return segmentBuilder_.getMessage();
        }
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public Builder setSegment(onnx.OnnxMlProto3.TensorProto.Segment value) {
        if (segmentBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          segment_ = value;
          onChanged();
        } else {
          segmentBuilder_.setMessage(value);
        }

        return this;
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public Builder setSegment(
          onnx.OnnxMlProto3.TensorProto.Segment.Builder builderForValue) {
        if (segmentBuilder_ == null) {
          segment_ = builderForValue.build();
          onChanged();
        } else {
          segmentBuilder_.setMessage(builderForValue.build());
        }

        return this;
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public Builder mergeSegment(onnx.OnnxMlProto3.TensorProto.Segment value) {
        if (segmentBuilder_ == null) {
          if (segment_ != null) {
            segment_ =
              onnx.OnnxMlProto3.TensorProto.Segment.newBuilder(segment_).mergeFrom(value).buildPartial();
          } else {
            segment_ = value;
          }
          onChanged();
        } else {
          segmentBuilder_.mergeFrom(value);
        }

        return this;
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public Builder clearSegment() {
        if (segmentBuilder_ == null) {
          segment_ = null;
          onChanged();
        } else {
          segment_ = null;
          segmentBuilder_ = null;
        }

        return this;
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public onnx.OnnxMlProto3.TensorProto.Segment.Builder getSegmentBuilder() {
        
        onChanged();
        return getSegmentFieldBuilder().getBuilder();
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public onnx.OnnxMlProto3.TensorProto.SegmentOrBuilder getSegmentOrBuilder() {
        if (segmentBuilder_ != null) {
          return segmentBuilder_.getMessageOrBuilder();
        } else {
          return segment_ == null ?
              onnx.OnnxMlProto3.TensorProto.Segment.getDefaultInstance() : segment_;
        }
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      private com.github.os72.protobuf351.SingleFieldBuilderV3<
          onnx.OnnxMlProto3.TensorProto.Segment, onnx.OnnxMlProto3.TensorProto.Segment.Builder, onnx.OnnxMlProto3.TensorProto.SegmentOrBuilder> 
          getSegmentFieldBuilder() {
        if (segmentBuilder_ == null) {
          segmentBuilder_ = new com.github.os72.protobuf351.SingleFieldBuilderV3<
              onnx.OnnxMlProto3.TensorProto.Segment, onnx.OnnxMlProto3.TensorProto.Segment.Builder, onnx.OnnxMlProto3.TensorProto.SegmentOrBuilder>(
                  getSegment(),
                  getParentForChildren(),
                  isClean());
          segment_ = null;
        }
        return segmentBuilder_;
      }

      private java.util.List floatData_ = java.util.Collections.emptyList();
      private void ensureFloatDataIsMutable() {
        if (!((bitField0_ & 0x00000008) == 0x00000008)) {
          floatData_ = new java.util.ArrayList(floatData_);
          bitField0_ |= 0x00000008;
         }
      }
      /**
       * 
       * For float and complex64 values
       * Complex64 tensors are encoded as a single array of floats,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
       * 
       *
       * repeated float float_data = 4 [packed = true];
       */
      public java.util.List
          getFloatDataList() {
        return java.util.Collections.unmodifiableList(floatData_);
      }
      /**
       * 
       * For float and complex64 values
       * Complex64 tensors are encoded as a single array of floats,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
       * 
       *
       * repeated float float_data = 4 [packed = true];
       */
      public int getFloatDataCount() {
        return floatData_.size();
      }
      /**
       * 
       * For float and complex64 values
       * Complex64 tensors are encoded as a single array of floats,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
       * 
       *
       * repeated float float_data = 4 [packed = true];
       */
      public float getFloatData(int index) {
        return floatData_.get(index);
      }
      /**
       * 
       * For float and complex64 values
       * Complex64 tensors are encoded as a single array of floats,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
       * 
       *
       * repeated float float_data = 4 [packed = true];
       */
      public Builder setFloatData(
          int index, float value) {
        ensureFloatDataIsMutable();
        floatData_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * For float and complex64 values
       * Complex64 tensors are encoded as a single array of floats,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
       * 
       *
       * repeated float float_data = 4 [packed = true];
       */
      public Builder addFloatData(float value) {
        ensureFloatDataIsMutable();
        floatData_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * For float and complex64 values
       * Complex64 tensors are encoded as a single array of floats,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
       * 
       *
       * repeated float float_data = 4 [packed = true];
       */
      public Builder addAllFloatData(
          java.lang.Iterable values) {
        ensureFloatDataIsMutable();
        com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
            values, floatData_);
        onChanged();
        return this;
      }
      /**
       * 
       * For float and complex64 values
       * Complex64 tensors are encoded as a single array of floats,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
       * 
       *
       * repeated float float_data = 4 [packed = true];
       */
      public Builder clearFloatData() {
        floatData_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000008);
        onChanged();
        return this;
      }

      private java.util.List int32Data_ = java.util.Collections.emptyList();
      private void ensureInt32DataIsMutable() {
        if (!((bitField0_ & 0x00000010) == 0x00000010)) {
          int32Data_ = new java.util.ArrayList(int32Data_);
          bitField0_ |= 0x00000010;
         }
      }
      /**
       * 
       * For int32, uint8, int8, uint16, int16, bool, and float16 values
       * float16 values must be bit-wise converted to an uint16_t prior
       * to writing to the buffer.
       * When this field is present, the data_type field MUST be
       * INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
       * 
       *
       * repeated int32 int32_data = 5 [packed = true];
       */
      public java.util.List
          getInt32DataList() {
        return java.util.Collections.unmodifiableList(int32Data_);
      }
      /**
       * 
       * For int32, uint8, int8, uint16, int16, bool, and float16 values
       * float16 values must be bit-wise converted to an uint16_t prior
       * to writing to the buffer.
       * When this field is present, the data_type field MUST be
       * INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
       * 
       *
       * repeated int32 int32_data = 5 [packed = true];
       */
      public int getInt32DataCount() {
        return int32Data_.size();
      }
      /**
       * 
       * For int32, uint8, int8, uint16, int16, bool, and float16 values
       * float16 values must be bit-wise converted to an uint16_t prior
       * to writing to the buffer.
       * When this field is present, the data_type field MUST be
       * INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
       * 
       *
       * repeated int32 int32_data = 5 [packed = true];
       */
      public int getInt32Data(int index) {
        return int32Data_.get(index);
      }
      /**
       * 
       * For int32, uint8, int8, uint16, int16, bool, and float16 values
       * float16 values must be bit-wise converted to an uint16_t prior
       * to writing to the buffer.
       * When this field is present, the data_type field MUST be
       * INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
       * 
       *
       * repeated int32 int32_data = 5 [packed = true];
       */
      public Builder setInt32Data(
          int index, int value) {
        ensureInt32DataIsMutable();
        int32Data_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * For int32, uint8, int8, uint16, int16, bool, and float16 values
       * float16 values must be bit-wise converted to an uint16_t prior
       * to writing to the buffer.
       * When this field is present, the data_type field MUST be
       * INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
       * 
       *
       * repeated int32 int32_data = 5 [packed = true];
       */
      public Builder addInt32Data(int value) {
        ensureInt32DataIsMutable();
        int32Data_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * For int32, uint8, int8, uint16, int16, bool, and float16 values
       * float16 values must be bit-wise converted to an uint16_t prior
       * to writing to the buffer.
       * When this field is present, the data_type field MUST be
       * INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
       * 
       *
       * repeated int32 int32_data = 5 [packed = true];
       */
      public Builder addAllInt32Data(
          java.lang.Iterable values) {
        ensureInt32DataIsMutable();
        com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
            values, int32Data_);
        onChanged();
        return this;
      }
      /**
       * 
       * For int32, uint8, int8, uint16, int16, bool, and float16 values
       * float16 values must be bit-wise converted to an uint16_t prior
       * to writing to the buffer.
       * When this field is present, the data_type field MUST be
       * INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
       * 
       *
       * repeated int32 int32_data = 5 [packed = true];
       */
      public Builder clearInt32Data() {
        int32Data_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000010);
        onChanged();
        return this;
      }

      private java.util.List stringData_ = java.util.Collections.emptyList();
      private void ensureStringDataIsMutable() {
        if (!((bitField0_ & 0x00000020) == 0x00000020)) {
          stringData_ = new java.util.ArrayList(stringData_);
          bitField0_ |= 0x00000020;
         }
      }
      /**
       * 
       * For strings.
       * Each element of string_data is a UTF-8 encoded Unicode
       * string. No trailing null, no leading BOM. The protobuf "string"
       * scalar type is not used to match ML community conventions.
       * When this field is present, the data_type field MUST be STRING
       * 
       *
       * repeated bytes string_data = 6;
       */
      public java.util.List
          getStringDataList() {
        return java.util.Collections.unmodifiableList(stringData_);
      }
      /**
       * 
       * For strings.
       * Each element of string_data is a UTF-8 encoded Unicode
       * string. No trailing null, no leading BOM. The protobuf "string"
       * scalar type is not used to match ML community conventions.
       * When this field is present, the data_type field MUST be STRING
       * 
       *
       * repeated bytes string_data = 6;
       */
      public int getStringDataCount() {
        return stringData_.size();
      }
      /**
       * 
       * For strings.
       * Each element of string_data is a UTF-8 encoded Unicode
       * string. No trailing null, no leading BOM. The protobuf "string"
       * scalar type is not used to match ML community conventions.
       * When this field is present, the data_type field MUST be STRING
       * 
       *
       * repeated bytes string_data = 6;
       */
      public com.github.os72.protobuf351.ByteString getStringData(int index) {
        return stringData_.get(index);
      }
      /**
       * 
       * For strings.
       * Each element of string_data is a UTF-8 encoded Unicode
       * string. No trailing null, no leading BOM. The protobuf "string"
       * scalar type is not used to match ML community conventions.
       * When this field is present, the data_type field MUST be STRING
       * 
       *
       * repeated bytes string_data = 6;
       */
      public Builder setStringData(
          int index, com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  ensureStringDataIsMutable();
        stringData_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * For strings.
       * Each element of string_data is a UTF-8 encoded Unicode
       * string. No trailing null, no leading BOM. The protobuf "string"
       * scalar type is not used to match ML community conventions.
       * When this field is present, the data_type field MUST be STRING
       * 
       *
       * repeated bytes string_data = 6;
       */
      public Builder addStringData(com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  ensureStringDataIsMutable();
        stringData_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * For strings.
       * Each element of string_data is a UTF-8 encoded Unicode
       * string. No trailing null, no leading BOM. The protobuf "string"
       * scalar type is not used to match ML community conventions.
       * When this field is present, the data_type field MUST be STRING
       * 
       *
       * repeated bytes string_data = 6;
       */
      public Builder addAllStringData(
          java.lang.Iterable values) {
        ensureStringDataIsMutable();
        com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
            values, stringData_);
        onChanged();
        return this;
      }
      /**
       * 
       * For strings.
       * Each element of string_data is a UTF-8 encoded Unicode
       * string. No trailing null, no leading BOM. The protobuf "string"
       * scalar type is not used to match ML community conventions.
       * When this field is present, the data_type field MUST be STRING
       * 
       *
       * repeated bytes string_data = 6;
       */
      public Builder clearStringData() {
        stringData_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000020);
        onChanged();
        return this;
      }

      private java.util.List int64Data_ = java.util.Collections.emptyList();
      private void ensureInt64DataIsMutable() {
        if (!((bitField0_ & 0x00000040) == 0x00000040)) {
          int64Data_ = new java.util.ArrayList(int64Data_);
          bitField0_ |= 0x00000040;
         }
      }
      /**
       * 
       * For int64.
       * When this field is present, the data_type field MUST be INT64
       * 
       *
       * repeated int64 int64_data = 7 [packed = true];
       */
      public java.util.List
          getInt64DataList() {
        return java.util.Collections.unmodifiableList(int64Data_);
      }
      /**
       * 
       * For int64.
       * When this field is present, the data_type field MUST be INT64
       * 
       *
       * repeated int64 int64_data = 7 [packed = true];
       */
      public int getInt64DataCount() {
        return int64Data_.size();
      }
      /**
       * 
       * For int64.
       * When this field is present, the data_type field MUST be INT64
       * 
       *
       * repeated int64 int64_data = 7 [packed = true];
       */
      public long getInt64Data(int index) {
        return int64Data_.get(index);
      }
      /**
       * 
       * For int64.
       * When this field is present, the data_type field MUST be INT64
       * 
       *
       * repeated int64 int64_data = 7 [packed = true];
       */
      public Builder setInt64Data(
          int index, long value) {
        ensureInt64DataIsMutable();
        int64Data_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * For int64.
       * When this field is present, the data_type field MUST be INT64
       * 
       *
       * repeated int64 int64_data = 7 [packed = true];
       */
      public Builder addInt64Data(long value) {
        ensureInt64DataIsMutable();
        int64Data_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * For int64.
       * When this field is present, the data_type field MUST be INT64
       * 
       *
       * repeated int64 int64_data = 7 [packed = true];
       */
      public Builder addAllInt64Data(
          java.lang.Iterable values) {
        ensureInt64DataIsMutable();
        com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
            values, int64Data_);
        onChanged();
        return this;
      }
      /**
       * 
       * For int64.
       * When this field is present, the data_type field MUST be INT64
       * 
       *
       * repeated int64 int64_data = 7 [packed = true];
       */
      public Builder clearInt64Data() {
        int64Data_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000040);
        onChanged();
        return this;
      }

      private java.lang.Object name_ = "";
      /**
       * 
       * Optionally, a name for the tensor.
       * 
       *
       * string name = 8;
       */
      public java.lang.String getName() {
        java.lang.Object ref = name_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          name_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * Optionally, a name for the tensor.
       * 
       *
       * string name = 8;
       */
      public com.github.os72.protobuf351.ByteString
          getNameBytes() {
        java.lang.Object ref = name_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          name_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * Optionally, a name for the tensor.
       * 
       *
       * string name = 8;
       */
      public Builder setName(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        name_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * Optionally, a name for the tensor.
       * 
       *
       * string name = 8;
       */
      public Builder clearName() {
        
        name_ = getDefaultInstance().getName();
        onChanged();
        return this;
      }
      /**
       * 
       * Optionally, a name for the tensor.
       * 
       *
       * string name = 8;
       */
      public Builder setNameBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        name_ = value;
        onChanged();
        return this;
      }

      private java.lang.Object docString_ = "";
      /**
       * 
       * A human-readable documentation for this tensor. Markdown is allowed.
       * 
       *
       * string doc_string = 12;
       */
      public java.lang.String getDocString() {
        java.lang.Object ref = docString_;
        if (!(ref instanceof java.lang.String)) {
          com.github.os72.protobuf351.ByteString bs =
              (com.github.os72.protobuf351.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          docString_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this tensor. Markdown is allowed.
       * 
       *
       * string doc_string = 12;
       */
      public com.github.os72.protobuf351.ByteString
          getDocStringBytes() {
        java.lang.Object ref = docString_;
        if (ref instanceof String) {
          com.github.os72.protobuf351.ByteString b = 
              com.github.os72.protobuf351.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          docString_ = b;
          return b;
        } else {
          return (com.github.os72.protobuf351.ByteString) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this tensor. Markdown is allowed.
       * 
       *
       * string doc_string = 12;
       */
      public Builder setDocString(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        docString_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this tensor. Markdown is allowed.
       * 
       *
       * string doc_string = 12;
       */
      public Builder clearDocString() {
        
        docString_ = getDefaultInstance().getDocString();
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this tensor. Markdown is allowed.
       * 
       *
       * string doc_string = 12;
       */
      public Builder setDocStringBytes(
          com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        docString_ = value;
        onChanged();
        return this;
      }

      private com.github.os72.protobuf351.ByteString rawData_ = com.github.os72.protobuf351.ByteString.EMPTY;
      /**
       * 
       * Serializations can either use one of the fields above, or use this
       * raw bytes field. The only exception is the string case, where one is
       * required to store the content in the repeated bytes string_data field.
       * When this raw_data field is used to store tensor value, elements MUST
       * be stored in as fixed-width, little-endian order.
       * Floating-point data types MUST be stored in IEEE 754 format.
       * Complex64 elements must be written as two consecutive FLOAT values, real component first.
       * Complex128 elements must be written as two consecutive DOUBLE values, real component first.
       * Boolean type MUST be written one byte per tensor element (00000001 for true, 00000000 for false).
       * Note: the advantage of specific field rather than the raw_data field is
       * that in some cases (e.g. int data), protobuf does a better packing via
       * variable length storage, and may lead to smaller binary footprint.
       * When this field is present, the data_type field MUST NOT be STRING or UNDEFINED
       * 
       *
       * bytes raw_data = 9;
       */
      public com.github.os72.protobuf351.ByteString getRawData() {
        return rawData_;
      }
      /**
       * 
       * Serializations can either use one of the fields above, or use this
       * raw bytes field. The only exception is the string case, where one is
       * required to store the content in the repeated bytes string_data field.
       * When this raw_data field is used to store tensor value, elements MUST
       * be stored in as fixed-width, little-endian order.
       * Floating-point data types MUST be stored in IEEE 754 format.
       * Complex64 elements must be written as two consecutive FLOAT values, real component first.
       * Complex128 elements must be written as two consecutive DOUBLE values, real component first.
       * Boolean type MUST be written one byte per tensor element (00000001 for true, 00000000 for false).
       * Note: the advantage of specific field rather than the raw_data field is
       * that in some cases (e.g. int data), protobuf does a better packing via
       * variable length storage, and may lead to smaller binary footprint.
       * When this field is present, the data_type field MUST NOT be STRING or UNDEFINED
       * 
       *
       * bytes raw_data = 9;
       */
      public Builder setRawData(com.github.os72.protobuf351.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        rawData_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * Serializations can either use one of the fields above, or use this
       * raw bytes field. The only exception is the string case, where one is
       * required to store the content in the repeated bytes string_data field.
       * When this raw_data field is used to store tensor value, elements MUST
       * be stored in as fixed-width, little-endian order.
       * Floating-point data types MUST be stored in IEEE 754 format.
       * Complex64 elements must be written as two consecutive FLOAT values, real component first.
       * Complex128 elements must be written as two consecutive DOUBLE values, real component first.
       * Boolean type MUST be written one byte per tensor element (00000001 for true, 00000000 for false).
       * Note: the advantage of specific field rather than the raw_data field is
       * that in some cases (e.g. int data), protobuf does a better packing via
       * variable length storage, and may lead to smaller binary footprint.
       * When this field is present, the data_type field MUST NOT be STRING or UNDEFINED
       * 
       *
       * bytes raw_data = 9;
       */
      public Builder clearRawData() {
        
        rawData_ = getDefaultInstance().getRawData();
        onChanged();
        return this;
      }

      private java.util.List doubleData_ = java.util.Collections.emptyList();
      private void ensureDoubleDataIsMutable() {
        if (!((bitField0_ & 0x00000400) == 0x00000400)) {
          doubleData_ = new java.util.ArrayList(doubleData_);
          bitField0_ |= 0x00000400;
         }
      }
      /**
       * 
       * For double
       * Complex64 tensors are encoded as a single array of doubles,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
       * 
       *
       * repeated double double_data = 10 [packed = true];
       */
      public java.util.List
          getDoubleDataList() {
        return java.util.Collections.unmodifiableList(doubleData_);
      }
      /**
       * 
       * For double
       * Complex64 tensors are encoded as a single array of doubles,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
       * 
       *
       * repeated double double_data = 10 [packed = true];
       */
      public int getDoubleDataCount() {
        return doubleData_.size();
      }
      /**
       * 
       * For double
       * Complex64 tensors are encoded as a single array of doubles,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
       * 
       *
       * repeated double double_data = 10 [packed = true];
       */
      public double getDoubleData(int index) {
        return doubleData_.get(index);
      }
      /**
       * 
       * For double
       * Complex64 tensors are encoded as a single array of doubles,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
       * 
       *
       * repeated double double_data = 10 [packed = true];
       */
      public Builder setDoubleData(
          int index, double value) {
        ensureDoubleDataIsMutable();
        doubleData_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * For double
       * Complex64 tensors are encoded as a single array of doubles,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
       * 
       *
       * repeated double double_data = 10 [packed = true];
       */
      public Builder addDoubleData(double value) {
        ensureDoubleDataIsMutable();
        doubleData_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * For double
       * Complex64 tensors are encoded as a single array of doubles,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
       * 
       *
       * repeated double double_data = 10 [packed = true];
       */
      public Builder addAllDoubleData(
          java.lang.Iterable values) {
        ensureDoubleDataIsMutable();
        com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
            values, doubleData_);
        onChanged();
        return this;
      }
      /**
       * 
       * For double
       * Complex64 tensors are encoded as a single array of doubles,
       * with the real components appearing in odd numbered positions,
       * and the corresponding imaginary component apparing in the
       * subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
       * is encoded as [1.0, 2.0 ,3.0 ,4.0]
       * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
       * 
       *
       * repeated double double_data = 10 [packed = true];
       */
      public Builder clearDoubleData() {
        doubleData_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000400);
        onChanged();
        return this;
      }

      private java.util.List uint64Data_ = java.util.Collections.emptyList();
      private void ensureUint64DataIsMutable() {
        if (!((bitField0_ & 0x00000800) == 0x00000800)) {
          uint64Data_ = new java.util.ArrayList(uint64Data_);
          bitField0_ |= 0x00000800;
         }
      }
      /**
       * 
       * For uint64 and uint32 values
       * When this field is present, the data_type field MUST be
       * UINT32 or UINT64
       * 
       *
       * repeated uint64 uint64_data = 11 [packed = true];
       */
      public java.util.List
          getUint64DataList() {
        return java.util.Collections.unmodifiableList(uint64Data_);
      }
      /**
       * 
       * For uint64 and uint32 values
       * When this field is present, the data_type field MUST be
       * UINT32 or UINT64
       * 
       *
       * repeated uint64 uint64_data = 11 [packed = true];
       */
      public int getUint64DataCount() {
        return uint64Data_.size();
      }
      /**
       * 
       * For uint64 and uint32 values
       * When this field is present, the data_type field MUST be
       * UINT32 or UINT64
       * 
       *
       * repeated uint64 uint64_data = 11 [packed = true];
       */
      public long getUint64Data(int index) {
        return uint64Data_.get(index);
      }
      /**
       * 
       * For uint64 and uint32 values
       * When this field is present, the data_type field MUST be
       * UINT32 or UINT64
       * 
       *
       * repeated uint64 uint64_data = 11 [packed = true];
       */
      public Builder setUint64Data(
          int index, long value) {
        ensureUint64DataIsMutable();
        uint64Data_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * For uint64 and uint32 values
       * When this field is present, the data_type field MUST be
       * UINT32 or UINT64
       * 
       *
       * repeated uint64 uint64_data = 11 [packed = true];
       */
      public Builder addUint64Data(long value) {
        ensureUint64DataIsMutable();
        uint64Data_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * For uint64 and uint32 values
       * When this field is present, the data_type field MUST be
       * UINT32 or UINT64
       * 
       *
       * repeated uint64 uint64_data = 11 [packed = true];
       */
      public Builder addAllUint64Data(
          java.lang.Iterable values) {
        ensureUint64DataIsMutable();
        com.github.os72.protobuf351.AbstractMessageLite.Builder.addAll(
            values, uint64Data_);
        onChanged();
        return this;
      }
      /**
       * 
       * For uint64 and uint32 values
       * When this field is present, the data_type field MUST be
       * UINT32 or UINT64
       * 
       *
       * repeated uint64 uint64_data = 11 [packed = true];
       */
      public Builder clearUint64Data() {
        uint64Data_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000800);
        onChanged();
        return this;
      }
      public final Builder setUnknownFields(
          final com.github.os72.protobuf351.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
          final com.github.os72.protobuf351.UnknownFieldSet unknownFields) {
        return super.mergeUnknownFields(unknownFields);
      }


      // @@protoc_insertion_point(builder_scope:onnx.TensorProto)
    }

    // @@protoc_insertion_point(class_scope:onnx.TensorProto)
    private static final onnx.OnnxMlProto3.TensorProto DEFAULT_INSTANCE;
    static {
      DEFAULT_INSTANCE = new onnx.OnnxMlProto3.TensorProto();
    }

    public static onnx.OnnxMlProto3.TensorProto getDefaultInstance() {
      return DEFAULT_INSTANCE;
    }

    private static final com.github.os72.protobuf351.Parser
        PARSER = new com.github.os72.protobuf351.AbstractParser() {
      public TensorProto parsePartialFrom(
          com.github.os72.protobuf351.CodedInputStream input,
          com.github.os72.protobuf351.ExtensionRegistryLite extensionRegistry)
          throws com.github.os72.protobuf351.InvalidProtocolBufferException {
        return new TensorProto(input, extensionRegistry);
      }
    };

    public static com.github.os72.protobuf351.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public com.github.os72.protobuf351.Parser getParserForType() {
      return PARSER;
    }

    public onnx.OnnxMlProto3.TensorProto getDefaultInstanceForType() {
      return DEFAULT_INSTANCE;
    }

  }

  public interface TensorShapeProtoOrBuilder extends
      // @@protoc_insertion_point(interface_extends:onnx.TensorShapeProto)
      com.github.os72.protobuf351.MessageOrBuilder {

    /**
     * repeated .onnx.TensorShapeProto.Dimension dim = 1;
     */
    java.util.List 
        getDimList();
    /**
     * repeated .onnx.TensorShapeProto.Dimension dim = 1;
     */
    onnx.OnnxMlProto3.TensorShapeProto.Dimension getDim(int index);
    /**
     * repeated .onnx.TensorShapeProto.Dimension dim = 1;
     */
    int getDimCount();
    /**
     * repeated .onnx.TensorShapeProto.Dimension dim = 1;
     */
    java.util.List 
        getDimOrBuilderList();
    /**
     * repeated .onnx.TensorShapeProto.Dimension dim = 1;
     */
    onnx.OnnxMlProto3.TensorShapeProto.DimensionOrBuilder getDimOrBuilder(
        int index);
  }
  /**
   * 
   * Defines a tensor shape. A dimension can be either an integer value
   * or a symbolic variable. A symbolic variable represents an unknown
   * dimension.
   * 
   *
   * Protobuf type {@code onnx.TensorShapeProto}
   */
  public  static final class TensorShapeProto extends
      com.github.os72.protobuf351.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:onnx.TensorShapeProto)
      TensorShapeProtoOrBuilder {
  private static final long serialVersionUID = 0L;
    // Use TensorShapeProto.newBuilder() to construct.
    private TensorShapeProto(com.github.os72.protobuf351.GeneratedMessageV3.Builder builder) {
      super(builder);
    }
    private TensorShapeProto() {
      dim_ = java.util.Collections.emptyList();
    }

    @java.lang.Override
    public final com.github.os72.protobuf351.UnknownFieldSet
    getUnknownFields() {
      return this.unknownFields;
    }
    private TensorShapeProto(
        com.github.os72.protobuf351.CodedInputStream input,
        com.github.os72.protobuf351.ExtensionRegistryLite extensionRegistry)
        throws com.github.os72.protobuf351.InvalidProtocolBufferException {
      this();
      if (extensionRegistry == null) {
        throw new java.lang.NullPointerException();
      }
      int mutable_bitField0_ = 0;
      com.github.os72.protobuf351.UnknownFieldSet.Builder unknownFields =
          com.github.os72.protobuf351.UnknownFieldSet.newBuilder();
      try {
        boolean done = false;
        while (!done) {
          int tag = input.readTag();
          switch (tag) {
            case 0:
              done = true;
              break;
            default: {
              if (!parseUnknownFieldProto3(
                  input, unknownFields, extensionRegistry, tag)) {
                done = true;
              }
              break;
            }
            case 10: {
              if (!((mutable_bitField0_ & 0x00000001) == 0x00000001)) {
                dim_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000001;
              }
              dim_.add(
                  input.readMessage(onnx.OnnxMlProto3.TensorShapeProto.Dimension.parser(), extensionRegistry));
              break;
            }
          }
        }
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         * 
         * This field MUST be present for this version of the IR.
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