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• Onnx.java

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// Generated by the protocol buffer compiler.  DO NOT EDIT!
// source: onnx.proto

package onnx;

public final class Onnx {
  private Onnx() {}
  public static void registerAllExtensions(
      org.nd4j.shade.protobuf.ExtensionRegistryLite registry) {
  }

  public static void registerAllExtensions(
      org.nd4j.shade.protobuf.ExtensionRegistry registry) {
    registerAllExtensions(
        (org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.Internal.EnumLiteMap
        internalGetValueMap() {
      return internalValueMap;
    }
    private static final org.nd4j.shade.protobuf.Internal.EnumLiteMap<
        Version> internalValueMap =
          new org.nd4j.shade.protobuf.Internal.EnumLiteMap() {
            public Version findValueByNumber(int number) {
              return Version.forNumber(number);
            }
          };

    public final org.nd4j.shade.protobuf.Descriptors.EnumValueDescriptor
        getValueDescriptor() {
      return getDescriptor().getValues().get(ordinal());
    }
    public final org.nd4j.shade.protobuf.Descriptors.EnumDescriptor
        getDescriptorForType() {
      return getDescriptor();
    }
    public static final org.nd4j.shade.protobuf.Descriptors.EnumDescriptor
        getDescriptor() {
      return onnx.Onnx.getDescriptor().getEnumTypes().get(0);
    }

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

    public static Version valueOf(
        org.nd4j.shade.protobuf.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)
      org.nd4j.shade.protobuf.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;
     */
    org.nd4j.shade.protobuf.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;
     */
    org.nd4j.shade.protobuf.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.Onnx.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;
     */
    org.nd4j.shade.protobuf.ByteString getS();

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

    /**
     * 
     * graph
     * 
     *
     * .onnx.GraphProto g = 6;
     */
    boolean hasG();
    /**
     * 
     * graph
     * 
     *
     * .onnx.GraphProto g = 6;
     */
    onnx.Onnx.GraphProto getG();
    /**
     * 
     * graph
     * 
     *
     * .onnx.GraphProto g = 6;
     */
    onnx.Onnx.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;
     */
    org.nd4j.shade.protobuf.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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
      org.nd4j.shade.protobuf.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:onnx.AttributeProto)
      AttributeProtoOrBuilder {
  private static final long serialVersionUID = 0L;
    // Use AttributeProto.newBuilder() to construct.
    private AttributeProto(org.nd4j.shade.protobuf.GeneratedMessageV3.Builder builder) {
      super(builder);
    }
    private AttributeProto() {
      name_ = "";
      docString_ = "";
      type_ = 0;
      f_ = 0F;
      i_ = 0L;
      s_ = org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.UnknownFieldSet
    getUnknownFields() {
      return this.unknownFields;
    }
    private AttributeProto(
        org.nd4j.shade.protobuf.CodedInputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      this();
      if (extensionRegistry == null) {
        throw new java.lang.NullPointerException();
      }
      int mutable_bitField0_ = 0;
      org.nd4j.shade.protobuf.UnknownFieldSet.Builder unknownFields =
          org.nd4j.shade.protobuf.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.Onnx.TensorProto.Builder subBuilder = null;
              if (t_ != null) {
                subBuilder = t_.toBuilder();
              }
              t_ = input.readMessage(onnx.Onnx.TensorProto.parser(), extensionRegistry);
              if (subBuilder != null) {
                subBuilder.mergeFrom(t_);
                t_ = subBuilder.buildPartial();
              }

              break;
            }
            case 50: {
              onnx.Onnx.GraphProto.Builder subBuilder = null;
              if (g_ != null) {
                subBuilder = g_.toBuilder();
              }
              g_ = input.readMessage(onnx.Onnx.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.Onnx.TensorProto.parser(), extensionRegistry));
              break;
            }
            case 90: {
              if (!((mutable_bitField0_ & 0x00001000) == 0x00001000)) {
                graphs_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00001000;
              }
              graphs_.add(
                  input.readMessage(onnx.Onnx.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 (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
        throw e.setUnfinishedMessage(this);
      } catch (java.io.IOException e) {
        throw new org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.Descriptors.Descriptor
        getDescriptor() {
      return onnx.Onnx.internal_static_onnx_AttributeProto_descriptor;
    }

    protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
        internalGetFieldAccessorTable() {
      return onnx.Onnx.internal_static_onnx_AttributeProto_fieldAccessorTable
          .ensureFieldAccessorsInitialized(
              onnx.Onnx.AttributeProto.class, onnx.Onnx.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 org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.Internal.EnumLiteMap
          internalGetValueMap() {
        return internalValueMap;
      }
      private static final org.nd4j.shade.protobuf.Internal.EnumLiteMap<
          AttributeType> internalValueMap =
            new org.nd4j.shade.protobuf.Internal.EnumLiteMap() {
              public AttributeType findValueByNumber(int number) {
                return AttributeType.forNumber(number);
              }
            };

      public final org.nd4j.shade.protobuf.Descriptors.EnumValueDescriptor
          getValueDescriptor() {
        return getDescriptor().getValues().get(ordinal());
      }
      public final org.nd4j.shade.protobuf.Descriptors.EnumDescriptor
          getDescriptorForType() {
        return getDescriptor();
      }
      public static final org.nd4j.shade.protobuf.Descriptors.EnumDescriptor
          getDescriptor() {
        return onnx.Onnx.AttributeProto.getDescriptor().getEnumTypes().get(0);
      }

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

      public static AttributeType valueOf(
          org.nd4j.shade.protobuf.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_;
    public static final int NAME_FIELD_NUMBER = 1;
    private volatile java.lang.Object name_;
    /**
     * 
     * The name field MUST be present for this version of the IR.
     * 
     *
     * string name = 1;
     */
    public java.lang.String getName() {
      java.lang.Object ref = name_;
      if (ref instanceof java.lang.String) {
        return (java.lang.String) ref;
      } else {
        org.nd4j.shade.protobuf.ByteString bs = 
            (org.nd4j.shade.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        name_ = s;
        return s;
      }
    }
    /**
     * 
     * The name field MUST be present for this version of the IR.
     * 
     *
     * string name = 1;
     */
    public org.nd4j.shade.protobuf.ByteString
        getNameBytes() {
      java.lang.Object ref = name_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        name_ = b;
        return b;
      } else {
        return (org.nd4j.shade.protobuf.ByteString) ref;
      }
    }

    public static final int DOC_STRING_FIELD_NUMBER = 13;
    private volatile java.lang.Object docString_;
    /**
     * 
     * A human-readable documentation for this attribute. Markdown is allowed.
     * 
     *
     * string doc_string = 13;
     */
    public java.lang.String getDocString() {
      java.lang.Object ref = docString_;
      if (ref instanceof java.lang.String) {
        return (java.lang.String) ref;
      } else {
        org.nd4j.shade.protobuf.ByteString bs = 
            (org.nd4j.shade.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        docString_ = s;
        return s;
      }
    }
    /**
     * 
     * A human-readable documentation for this attribute. Markdown is allowed.
     * 
     *
     * string doc_string = 13;
     */
    public org.nd4j.shade.protobuf.ByteString
        getDocStringBytes() {
      java.lang.Object ref = docString_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        docString_ = b;
        return b;
      } else {
        return (org.nd4j.shade.protobuf.ByteString) ref;
      }
    }

    public static final int TYPE_FIELD_NUMBER = 20;
    private int 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 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 onnx.Onnx.AttributeProto.AttributeType getType() {
      onnx.Onnx.AttributeProto.AttributeType result = onnx.Onnx.AttributeProto.AttributeType.valueOf(type_);
      return result == null ? onnx.Onnx.AttributeProto.AttributeType.UNRECOGNIZED : result;
    }

    public static final int F_FIELD_NUMBER = 2;
    private float f_;
    /**
     * 
     * Exactly ONE of the following fields must be present for this version of the IR
     * 
     *
     * float f = 2;
     */
    public float getF() {
      return f_;
    }

    public static final int I_FIELD_NUMBER = 3;
    private long i_;
    /**
     * 
     * int
     * 
     *
     * int64 i = 3;
     */
    public long getI() {
      return i_;
    }

    public static final int S_FIELD_NUMBER = 4;
    private org.nd4j.shade.protobuf.ByteString s_;
    /**
     * 
     * UTF-8 string
     * 
     *
     * bytes s = 4;
     */
    public org.nd4j.shade.protobuf.ByteString getS() {
      return s_;
    }

    public static final int T_FIELD_NUMBER = 5;
    private onnx.Onnx.TensorProto t_;
    /**
     * 
     * tensor value
     * 
     *
     * .onnx.TensorProto t = 5;
     */
    public boolean hasT() {
      return t_ != null;
    }
    /**
     * 
     * tensor value
     * 
     *
     * .onnx.TensorProto t = 5;
     */
    public onnx.Onnx.TensorProto getT() {
      return t_ == null ? onnx.Onnx.TensorProto.getDefaultInstance() : t_;
    }
    /**
     * 
     * tensor value
     * 
     *
     * .onnx.TensorProto t = 5;
     */
    public onnx.Onnx.TensorProtoOrBuilder getTOrBuilder() {
      return getT();
    }

    public static final int G_FIELD_NUMBER = 6;
    private onnx.Onnx.GraphProto g_;
    /**
     * 
     * graph
     * 
     *
     * .onnx.GraphProto g = 6;
     */
    public boolean hasG() {
      return g_ != null;
    }
    /**
     * 
     * graph
     * 
     *
     * .onnx.GraphProto g = 6;
     */
    public onnx.Onnx.GraphProto getG() {
      return g_ == null ? onnx.Onnx.GraphProto.getDefaultInstance() : g_;
    }
    /**
     * 
     * graph
     * 
     *
     * .onnx.GraphProto g = 6;
     */
    public onnx.Onnx.GraphProtoOrBuilder getGOrBuilder() {
      return getG();
    }

    public static final int FLOATS_FIELD_NUMBER = 7;
    private java.util.List floats_;
    /**
     * 
     * list of floats
     * 
     *
     * repeated float floats = 7;
     */
    public java.util.List
        getFloatsList() {
      return 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);
    }
    private int floatsMemoizedSerializedSize = -1;

    public static final int INTS_FIELD_NUMBER = 8;
    private java.util.List ints_;
    /**
     * 
     * list of ints
     * 
     *
     * repeated int64 ints = 8;
     */
    public java.util.List
        getIntsList() {
      return ints_;
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    /**
     * 
     * list of ints
     * 
     *
     * repeated int64 ints = 8;
     */
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      return ints_.size();
    }
    /**
     * 
     * list of ints
     * 
     *
     * repeated int64 ints = 8;
     */
    public long getInts(int index) {
      return ints_.get(index);
    }
    private int intsMemoizedSerializedSize = -1;

    public static final int STRINGS_FIELD_NUMBER = 9;
    private java.util.List strings_;
    /**
     * 
     * list of UTF-8 strings
     * 
     *
     * repeated bytes strings = 9;
     */
    public java.util.List
        getStringsList() {
      return 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 org.nd4j.shade.protobuf.ByteString getStrings(int index) {
      return strings_.get(index);
    }

    public static final int TENSORS_FIELD_NUMBER = 10;
    private java.util.List tensors_;
    /**
     * 
     * list of tensors
     * 
     *
     * repeated .onnx.TensorProto tensors = 10;
     */
    public java.util.List getTensorsList() {
      return tensors_;
    }
    /**
     * 
     * list of tensors
     * 
     *
     * repeated .onnx.TensorProto tensors = 10;
     */
    public java.util.List 
        getTensorsOrBuilderList() {
      return tensors_;
    }
    /**
     * 
     * list of tensors
     * 
     *
     * repeated .onnx.TensorProto tensors = 10;
     */
    public int getTensorsCount() {
      return tensors_.size();
    }
    /**
     * 
     * list of tensors
     * 
     *
     * repeated .onnx.TensorProto tensors = 10;
     */
    public onnx.Onnx.TensorProto getTensors(int index) {
      return tensors_.get(index);
    }
    /**
     * 
     * list of tensors
     * 
     *
     * repeated .onnx.TensorProto tensors = 10;
     */
    public onnx.Onnx.TensorProtoOrBuilder getTensorsOrBuilder(
        int index) {
      return tensors_.get(index);
    }

    public static final int GRAPHS_FIELD_NUMBER = 11;
    private java.util.List graphs_;
    /**
     * 
     * list of graph
     * 
     *
     * repeated .onnx.GraphProto graphs = 11;
     */
    public java.util.List getGraphsList() {
      return graphs_;
    }
    /**
     * 
     * list of graph
     * 
     *
     * repeated .onnx.GraphProto graphs = 11;
     */
    public java.util.List 
        getGraphsOrBuilderList() {
      return graphs_;
    }
    /**
     * 
     * list of graph
     * 
     *
     * repeated .onnx.GraphProto graphs = 11;
     */
    public int getGraphsCount() {
      return graphs_.size();
    }
    /**
     * 
     * list of graph
     * 
     *
     * repeated .onnx.GraphProto graphs = 11;
     */
    public onnx.Onnx.GraphProto getGraphs(int index) {
      return graphs_.get(index);
    }
    /**
     * 
     * list of graph
     * 
     *
     * repeated .onnx.GraphProto graphs = 11;
     */
    public onnx.Onnx.GraphProtoOrBuilder getGraphsOrBuilder(
        int index) {
      return graphs_.get(index);
    }

    private byte memoizedIsInitialized = -1;
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      byte isInitialized = memoizedIsInitialized;
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      if (isInitialized == 0) return false;

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      getSerializedSize();
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        floatsMemoizedSerializedSize = dataSize;
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        int dataSize = 0;
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        size += dataSize;
        if (!getIntsList().isEmpty()) {
          size += 1;
          size += org.nd4j.shade.protobuf.CodedOutputStream
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        intsMemoizedSerializedSize = dataSize;
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      {
        int dataSize = 0;
        for (int i = 0; i < strings_.size(); i++) {
          dataSize += org.nd4j.shade.protobuf.CodedOutputStream
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        size += dataSize;
        size += 1 * getStringsList().size();
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      for (int i = 0; i < tensors_.size(); i++) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
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      if (!getDocStringBytes().isEmpty()) {
        size += org.nd4j.shade.protobuf.GeneratedMessageV3.computeStringSize(13, docString_);
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      if (type_ != onnx.Onnx.AttributeProto.AttributeType.UNDEFINED.getNumber()) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
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      size += unknownFields.getSerializedSize();
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    @java.lang.Override
    public boolean equals(final java.lang.Object obj) {
      if (obj == this) {
       return true;
      }
      if (!(obj instanceof onnx.Onnx.AttributeProto)) {
        return super.equals(obj);
      }
      onnx.Onnx.AttributeProto other = (onnx.Onnx.AttributeProto) obj;

      boolean result = true;
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      result = result && getDocString()
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      result = result && (
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              other.getF()));
      result = result && (getI()
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      result = result && getS()
          .equals(other.getS());
      result = result && (hasT() == other.hasT());
      if (hasT()) {
        result = result && getT()
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      }
      result = result && (hasG() == other.hasG());
      if (hasG()) {
        result = result && getG()
            .equals(other.getG());
      }
      result = result && getFloatsList()
          .equals(other.getFloatsList());
      result = result && getIntsList()
          .equals(other.getIntsList());
      result = result && getStringsList()
          .equals(other.getStringsList());
      result = result && getTensorsList()
          .equals(other.getTensorsList());
      result = result && getGraphsList()
          .equals(other.getGraphsList());
      result = result && unknownFields.equals(other.unknownFields);
      return result;
    }

    @java.lang.Override
    public int hashCode() {
      if (memoizedHashCode != 0) {
        return memoizedHashCode;
      }
      int hash = 41;
      hash = (19 * hash) + getDescriptor().hashCode();
      hash = (37 * hash) + NAME_FIELD_NUMBER;
      hash = (53 * hash) + getName().hashCode();
      hash = (37 * hash) + DOC_STRING_FIELD_NUMBER;
      hash = (53 * hash) + getDocString().hashCode();
      hash = (37 * hash) + TYPE_FIELD_NUMBER;
      hash = (53 * hash) + type_;
      hash = (37 * hash) + F_FIELD_NUMBER;
      hash = (53 * hash) + java.lang.Float.floatToIntBits(
          getF());
      hash = (37 * hash) + I_FIELD_NUMBER;
      hash = (53 * hash) + org.nd4j.shade.protobuf.Internal.hashLong(
          getI());
      hash = (37 * hash) + S_FIELD_NUMBER;
      hash = (53 * hash) + getS().hashCode();
      if (hasT()) {
        hash = (37 * hash) + T_FIELD_NUMBER;
        hash = (53 * hash) + getT().hashCode();
      }
      if (hasG()) {
        hash = (37 * hash) + G_FIELD_NUMBER;
        hash = (53 * hash) + getG().hashCode();
      }
      if (getFloatsCount() > 0) {
        hash = (37 * hash) + FLOATS_FIELD_NUMBER;
        hash = (53 * hash) + getFloatsList().hashCode();
      }
      if (getIntsCount() > 0) {
        hash = (37 * hash) + INTS_FIELD_NUMBER;
        hash = (53 * hash) + getIntsList().hashCode();
      }
      if (getStringsCount() > 0) {
        hash = (37 * hash) + STRINGS_FIELD_NUMBER;
        hash = (53 * hash) + getStringsList().hashCode();
      }
      if (getTensorsCount() > 0) {
        hash = (37 * hash) + TENSORS_FIELD_NUMBER;
        hash = (53 * hash) + getTensorsList().hashCode();
      }
      if (getGraphsCount() > 0) {
        hash = (37 * hash) + GRAPHS_FIELD_NUMBER;
        hash = (53 * hash) + getGraphsList().hashCode();
      }
      hash = (29 * hash) + unknownFields.hashCode();
      memoizedHashCode = hash;
      return hash;
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    public static onnx.Onnx.AttributeProto parseFrom(
        java.nio.ByteBuffer data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
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    public static onnx.Onnx.AttributeProto parseFrom(
        java.nio.ByteBuffer data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
    }
    public static onnx.Onnx.AttributeProto parseFrom(
        org.nd4j.shade.protobuf.ByteString data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.AttributeProto parseFrom(
        org.nd4j.shade.protobuf.ByteString data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
    }
    public static onnx.Onnx.AttributeProto parseFrom(byte[] data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.AttributeProto parseFrom(
        byte[] data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
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    public static onnx.Onnx.AttributeProto parseFrom(java.io.InputStream input)
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      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input);
    }
    public static onnx.Onnx.AttributeProto parseFrom(
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        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input, extensionRegistry);
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    public static onnx.Onnx.AttributeProto parseDelimitedFrom(java.io.InputStream input)
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          .parseDelimitedWithIOException(PARSER, input);
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    public static onnx.Onnx.AttributeProto parseDelimitedFrom(
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    public static onnx.Onnx.AttributeProto parseFrom(
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    public static onnx.Onnx.AttributeProto parseFrom(
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        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
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    public Builder newBuilderForType() { return newBuilder(); }
    public static Builder newBuilder() {
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    public static Builder newBuilder(onnx.Onnx.AttributeProto prototype) {
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    public Builder toBuilder() {
      return this == DEFAULT_INSTANCE
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    @java.lang.Override
    protected Builder newBuilderForType(
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    /**
     * 
     * 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}
     */
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          g_ = null;
          gBuilder_ = null;
        }
        floats_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000100);
        ints_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000200);
        strings_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000400);
        if (tensorsBuilder_ == null) {
          tensors_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000800);
        } else {
          tensorsBuilder_.clear();
        }
        if (graphsBuilder_ == null) {
          graphs_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00001000);
        } else {
          graphsBuilder_.clear();
        }
        return this;
      }

      public org.nd4j.shade.protobuf.Descriptors.Descriptor
          getDescriptorForType() {
        return onnx.Onnx.internal_static_onnx_AttributeProto_descriptor;
      }

      public onnx.Onnx.AttributeProto getDefaultInstanceForType() {
        return onnx.Onnx.AttributeProto.getDefaultInstance();
      }

      public onnx.Onnx.AttributeProto build() {
        onnx.Onnx.AttributeProto result = buildPartial();
        if (!result.isInitialized()) {
          throw newUninitializedMessageException(result);
        }
        return result;
      }

      public onnx.Onnx.AttributeProto buildPartial() {
        onnx.Onnx.AttributeProto result = new onnx.Onnx.AttributeProto(this);
        int from_bitField0_ = bitField0_;
        int to_bitField0_ = 0;
        result.name_ = name_;
        result.docString_ = docString_;
        result.type_ = type_;
        result.f_ = f_;
        result.i_ = i_;
        result.s_ = s_;
        if (tBuilder_ == null) {
          result.t_ = t_;
        } else {
          result.t_ = tBuilder_.build();
        }
        if (gBuilder_ == null) {
          result.g_ = g_;
        } else {
          result.g_ = gBuilder_.build();
        }
        if (((bitField0_ & 0x00000100) == 0x00000100)) {
          floats_ = java.util.Collections.unmodifiableList(floats_);
          bitField0_ = (bitField0_ & ~0x00000100);
        }
        result.floats_ = floats_;
        if (((bitField0_ & 0x00000200) == 0x00000200)) {
          ints_ = java.util.Collections.unmodifiableList(ints_);
          bitField0_ = (bitField0_ & ~0x00000200);
        }
        result.ints_ = ints_;
        if (((bitField0_ & 0x00000400) == 0x00000400)) {
          strings_ = java.util.Collections.unmodifiableList(strings_);
          bitField0_ = (bitField0_ & ~0x00000400);
        }
        result.strings_ = strings_;
        if (tensorsBuilder_ == null) {
          if (((bitField0_ & 0x00000800) == 0x00000800)) {
            tensors_ = java.util.Collections.unmodifiableList(tensors_);
            bitField0_ = (bitField0_ & ~0x00000800);
          }
          result.tensors_ = tensors_;
        } else {
          result.tensors_ = tensorsBuilder_.build();
        }
        if (graphsBuilder_ == null) {
          if (((bitField0_ & 0x00001000) == 0x00001000)) {
            graphs_ = java.util.Collections.unmodifiableList(graphs_);
            bitField0_ = (bitField0_ & ~0x00001000);
          }
          result.graphs_ = graphs_;
        } else {
          result.graphs_ = graphsBuilder_.build();
        }
        result.bitField0_ = to_bitField0_;
        onBuilt();
        return result;
      }

      public Builder clone() {
        return (Builder) super.clone();
      }
      public Builder setField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          java.lang.Object value) {
        return (Builder) super.setField(field, value);
      }
      public Builder clearField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field) {
        return (Builder) super.clearField(field);
      }
      public Builder clearOneof(
          org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof) {
        return (Builder) super.clearOneof(oneof);
      }
      public Builder setRepeatedField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          int index, java.lang.Object value) {
        return (Builder) super.setRepeatedField(field, index, value);
      }
      public Builder addRepeatedField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          java.lang.Object value) {
        return (Builder) super.addRepeatedField(field, value);
      }
      public Builder mergeFrom(org.nd4j.shade.protobuf.Message other) {
        if (other instanceof onnx.Onnx.AttributeProto) {
          return mergeFrom((onnx.Onnx.AttributeProto)other);
        } else {
          super.mergeFrom(other);
          return this;
        }
      }

      public Builder mergeFrom(onnx.Onnx.AttributeProto other) {
        if (other == onnx.Onnx.AttributeProto.getDefaultInstance()) return this;
        if (!other.getName().isEmpty()) {
          name_ = other.name_;
          onChanged();
        }
        if (!other.getDocString().isEmpty()) {
          docString_ = other.docString_;
          onChanged();
        }
        if (other.type_ != 0) {
          setTypeValue(other.getTypeValue());
        }
        if (other.getF() != 0F) {
          setF(other.getF());
        }
        if (other.getI() != 0L) {
          setI(other.getI());
        }
        if (other.getS() != org.nd4j.shade.protobuf.ByteString.EMPTY) {
          setS(other.getS());
        }
        if (other.hasT()) {
          mergeT(other.getT());
        }
        if (other.hasG()) {
          mergeG(other.getG());
        }
        if (!other.floats_.isEmpty()) {
          if (floats_.isEmpty()) {
            floats_ = other.floats_;
            bitField0_ = (bitField0_ & ~0x00000100);
          } else {
            ensureFloatsIsMutable();
            floats_.addAll(other.floats_);
          }
          onChanged();
        }
        if (!other.ints_.isEmpty()) {
          if (ints_.isEmpty()) {
            ints_ = other.ints_;
            bitField0_ = (bitField0_ & ~0x00000200);
          } else {
            ensureIntsIsMutable();
            ints_.addAll(other.ints_);
          }
          onChanged();
        }
        if (!other.strings_.isEmpty()) {
          if (strings_.isEmpty()) {
            strings_ = other.strings_;
            bitField0_ = (bitField0_ & ~0x00000400);
          } else {
            ensureStringsIsMutable();
            strings_.addAll(other.strings_);
          }
          onChanged();
        }
        if (tensorsBuilder_ == null) {
          if (!other.tensors_.isEmpty()) {
            if (tensors_.isEmpty()) {
              tensors_ = other.tensors_;
              bitField0_ = (bitField0_ & ~0x00000800);
            } else {
              ensureTensorsIsMutable();
              tensors_.addAll(other.tensors_);
            }
            onChanged();
          }
        } else {
          if (!other.tensors_.isEmpty()) {
            if (tensorsBuilder_.isEmpty()) {
              tensorsBuilder_.dispose();
              tensorsBuilder_ = null;
              tensors_ = other.tensors_;
              bitField0_ = (bitField0_ & ~0x00000800);
              tensorsBuilder_ = 
                org.nd4j.shade.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders ?
                   getTensorsFieldBuilder() : null;
            } else {
              tensorsBuilder_.addAllMessages(other.tensors_);
            }
          }
        }
        if (graphsBuilder_ == null) {
          if (!other.graphs_.isEmpty()) {
            if (graphs_.isEmpty()) {
              graphs_ = other.graphs_;
              bitField0_ = (bitField0_ & ~0x00001000);
            } else {
              ensureGraphsIsMutable();
              graphs_.addAll(other.graphs_);
            }
            onChanged();
          }
        } else {
          if (!other.graphs_.isEmpty()) {
            if (graphsBuilder_.isEmpty()) {
              graphsBuilder_.dispose();
              graphsBuilder_ = null;
              graphs_ = other.graphs_;
              bitField0_ = (bitField0_ & ~0x00001000);
              graphsBuilder_ = 
                org.nd4j.shade.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders ?
                   getGraphsFieldBuilder() : null;
            } else {
              graphsBuilder_.addAllMessages(other.graphs_);
            }
          }
        }
        this.mergeUnknownFields(other.unknownFields);
        onChanged();
        return this;
      }

      public final boolean isInitialized() {
        return true;
      }

      public Builder mergeFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
          throws java.io.IOException {
        onnx.Onnx.AttributeProto parsedMessage = null;
        try {
          parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry);
        } catch (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
          parsedMessage = (onnx.Onnx.AttributeProto) e.getUnfinishedMessage();
          throw e.unwrapIOException();
        } finally {
          if (parsedMessage != null) {
            mergeFrom(parsedMessage);
          }
        }
        return this;
      }
      private int bitField0_;

      private java.lang.Object name_ = "";
      /**
       * 
       * The name field MUST be present for this version of the IR.
       * 
       *
       * string name = 1;
       */
      public java.lang.String getName() {
        java.lang.Object ref = name_;
        if (!(ref instanceof java.lang.String)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          name_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * The name field MUST be present for this version of the IR.
       * 
       *
       * string name = 1;
       */
      public org.nd4j.shade.protobuf.ByteString
          getNameBytes() {
        java.lang.Object ref = name_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          name_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.ByteString) ref;
        }
      }
      /**
       * 
       * The name field MUST be present for this version of the IR.
       * 
       *
       * string name = 1;
       */
      public Builder setName(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        name_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * The name field MUST be present for this version of the IR.
       * 
       *
       * string name = 1;
       */
      public Builder clearName() {
        
        name_ = getDefaultInstance().getName();
        onChanged();
        return this;
      }
      /**
       * 
       * The name field MUST be present for this version of the IR.
       * 
       *
       * string name = 1;
       */
      public Builder setNameBytes(
          org.nd4j.shade.protobuf.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 attribute. Markdown is allowed.
       * 
       *
       * string doc_string = 13;
       */
      public java.lang.String getDocString() {
        java.lang.Object ref = docString_;
        if (!(ref instanceof java.lang.String)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          docString_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this attribute. Markdown is allowed.
       * 
       *
       * string doc_string = 13;
       */
      public org.nd4j.shade.protobuf.ByteString
          getDocStringBytes() {
        java.lang.Object ref = docString_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          docString_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.ByteString) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this attribute. Markdown is allowed.
       * 
       *
       * string doc_string = 13;
       */
      public Builder setDocString(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        docString_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this attribute. Markdown is allowed.
       * 
       *
       * string doc_string = 13;
       */
      public Builder clearDocString() {
        
        docString_ = getDefaultInstance().getDocString();
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this attribute. Markdown is allowed.
       * 
       *
       * string doc_string = 13;
       */
      public Builder setDocStringBytes(
          org.nd4j.shade.protobuf.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        docString_ = value;
        onChanged();
        return this;
      }

      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) {
        type_ = value;
        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;
       */
      public onnx.Onnx.AttributeProto.AttributeType getType() {
        onnx.Onnx.AttributeProto.AttributeType result = onnx.Onnx.AttributeProto.AttributeType.valueOf(type_);
        return result == null ? onnx.Onnx.AttributeProto.AttributeType.UNRECOGNIZED : result;
      }
      /**
       * 
       * 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 setType(onnx.Onnx.AttributeProto.AttributeType value) {
        if (value == null) {
          throw new NullPointerException();
        }
        
        type_ = value.getNumber();
        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;
       */
      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() {
        return f_;
      }
      /**
       * 
       * 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();
        return this;
      }
      /**
       * 
       * Exactly ONE of the following fields must be present for this version of the IR
       * 
       *
       * float f = 2;
       */
      public Builder clearF() {
        
        f_ = 0F;
        onChanged();
        return this;
      }

      private long i_ ;
      /**
       * 
       * int
       * 
       *
       * int64 i = 3;
       */
      public long getI() {
        return i_;
      }
      /**
       * 
       * int
       * 
       *
       * int64 i = 3;
       */
      public Builder setI(long value) {
        
        i_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * int
       * 
       *
       * int64 i = 3;
       */
      public Builder clearI() {
        
        i_ = 0L;
        onChanged();
        return this;
      }

      private org.nd4j.shade.protobuf.ByteString s_ = org.nd4j.shade.protobuf.ByteString.EMPTY;
      /**
       * 
       * UTF-8 string
       * 
       *
       * bytes s = 4;
       */
      public org.nd4j.shade.protobuf.ByteString getS() {
        return s_;
      }
      /**
       * 
       * UTF-8 string
       * 
       *
       * bytes s = 4;
       */
      public Builder setS(org.nd4j.shade.protobuf.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        s_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * UTF-8 string
       * 
       *
       * bytes s = 4;
       */
      public Builder clearS() {
        
        s_ = getDefaultInstance().getS();
        onChanged();
        return this;
      }

      private onnx.Onnx.TensorProto t_ = null;
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.TensorProto, onnx.Onnx.TensorProto.Builder, onnx.Onnx.TensorProtoOrBuilder> tBuilder_;
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public boolean hasT() {
        return tBuilder_ != null || t_ != null;
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public onnx.Onnx.TensorProto getT() {
        if (tBuilder_ == null) {
          return t_ == null ? onnx.Onnx.TensorProto.getDefaultInstance() : t_;
        } else {
          return tBuilder_.getMessage();
        }
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public Builder setT(onnx.Onnx.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(
          onnx.Onnx.TensorProto.Builder builderForValue) {
        if (tBuilder_ == null) {
          t_ = builderForValue.build();
          onChanged();
        } else {
          tBuilder_.setMessage(builderForValue.build());
        }

        return this;
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public Builder mergeT(onnx.Onnx.TensorProto value) {
        if (tBuilder_ == null) {
          if (t_ != null) {
            t_ =
              onnx.Onnx.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.Onnx.TensorProto.Builder getTBuilder() {
        
        onChanged();
        return getTFieldBuilder().getBuilder();
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      public onnx.Onnx.TensorProtoOrBuilder getTOrBuilder() {
        if (tBuilder_ != null) {
          return tBuilder_.getMessageOrBuilder();
        } else {
          return t_ == null ?
              onnx.Onnx.TensorProto.getDefaultInstance() : t_;
        }
      }
      /**
       * 
       * tensor value
       * 
       *
       * .onnx.TensorProto t = 5;
       */
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.TensorProto, onnx.Onnx.TensorProto.Builder, onnx.Onnx.TensorProtoOrBuilder> 
          getTFieldBuilder() {
        if (tBuilder_ == null) {
          tBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
              onnx.Onnx.TensorProto, onnx.Onnx.TensorProto.Builder, onnx.Onnx.TensorProtoOrBuilder>(
                  getT(),
                  getParentForChildren(),
                  isClean());
          t_ = null;
        }
        return tBuilder_;
      }

      private onnx.Onnx.GraphProto g_ = null;
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.GraphProto, onnx.Onnx.GraphProto.Builder, onnx.Onnx.GraphProtoOrBuilder> gBuilder_;
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public boolean hasG() {
        return gBuilder_ != null || g_ != null;
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public onnx.Onnx.GraphProto getG() {
        if (gBuilder_ == null) {
          return g_ == null ? onnx.Onnx.GraphProto.getDefaultInstance() : g_;
        } else {
          return gBuilder_.getMessage();
        }
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public Builder setG(onnx.Onnx.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.Onnx.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.Onnx.GraphProto value) {
        if (gBuilder_ == null) {
          if (g_ != null) {
            g_ =
              onnx.Onnx.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.Onnx.GraphProto.Builder getGBuilder() {
        
        onChanged();
        return getGFieldBuilder().getBuilder();
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      public onnx.Onnx.GraphProtoOrBuilder getGOrBuilder() {
        if (gBuilder_ != null) {
          return gBuilder_.getMessageOrBuilder();
        } else {
          return g_ == null ?
              onnx.Onnx.GraphProto.getDefaultInstance() : g_;
        }
      }
      /**
       * 
       * graph
       * 
       *
       * .onnx.GraphProto g = 6;
       */
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.GraphProto, onnx.Onnx.GraphProto.Builder, onnx.Onnx.GraphProtoOrBuilder> 
          getGFieldBuilder() {
        if (gBuilder_ == null) {
          gBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
              onnx.Onnx.GraphProto, onnx.Onnx.GraphProto.Builder, onnx.Onnx.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();
        org.nd4j.shade.protobuf.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();
        org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.ByteString getStrings(int index) {
        return strings_.get(index);
      }
      /**
       * 
       * list of UTF-8 strings
       * 
       *
       * repeated bytes strings = 9;
       */
      public Builder setStrings(
          int index, org.nd4j.shade.protobuf.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(org.nd4j.shade.protobuf.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();
        org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.TensorProto, onnx.Onnx.TensorProto.Builder, onnx.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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();
          org.nd4j.shade.protobuf.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.Onnx.TensorProto.Builder getTensorsBuilder(
          int index) {
        return getTensorsFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public onnx.Onnx.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.Onnx.TensorProto.Builder addTensorsBuilder() {
        return getTensorsFieldBuilder().addBuilder(
            onnx.Onnx.TensorProto.getDefaultInstance());
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public onnx.Onnx.TensorProto.Builder addTensorsBuilder(
          int index) {
        return getTensorsFieldBuilder().addBuilder(
            index, onnx.Onnx.TensorProto.getDefaultInstance());
      }
      /**
       * 
       * list of tensors
       * 
       *
       * repeated .onnx.TensorProto tensors = 10;
       */
      public java.util.List 
           getTensorsBuilderList() {
        return getTensorsFieldBuilder().getBuilderList();
      }
      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.TensorProto, onnx.Onnx.TensorProto.Builder, onnx.Onnx.TensorProtoOrBuilder> 
          getTensorsFieldBuilder() {
        if (tensorsBuilder_ == null) {
          tensorsBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              onnx.Onnx.TensorProto, onnx.Onnx.TensorProto.Builder, onnx.Onnx.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.GraphProto, onnx.Onnx.GraphProto.Builder, onnx.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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();
          org.nd4j.shade.protobuf.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.Onnx.GraphProto.Builder getGraphsBuilder(
          int index) {
        return getGraphsFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public onnx.Onnx.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.Onnx.GraphProto.Builder addGraphsBuilder() {
        return getGraphsFieldBuilder().addBuilder(
            onnx.Onnx.GraphProto.getDefaultInstance());
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public onnx.Onnx.GraphProto.Builder addGraphsBuilder(
          int index) {
        return getGraphsFieldBuilder().addBuilder(
            index, onnx.Onnx.GraphProto.getDefaultInstance());
      }
      /**
       * 
       * list of graph
       * 
       *
       * repeated .onnx.GraphProto graphs = 11;
       */
      public java.util.List 
           getGraphsBuilderList() {
        return getGraphsFieldBuilder().getBuilderList();
      }
      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.GraphProto, onnx.Onnx.GraphProto.Builder, onnx.Onnx.GraphProtoOrBuilder> 
          getGraphsFieldBuilder() {
        if (graphsBuilder_ == null) {
          graphsBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              onnx.Onnx.GraphProto, onnx.Onnx.GraphProto.Builder, onnx.Onnx.GraphProtoOrBuilder>(
                  graphs_,
                  ((bitField0_ & 0x00001000) == 0x00001000),
                  getParentForChildren(),
                  isClean());
          graphs_ = null;
        }
        return graphsBuilder_;
      }
      public final Builder setUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.mergeUnknownFields(unknownFields);
      }


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

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

    public static onnx.Onnx.AttributeProto getDefaultInstance() {
      return DEFAULT_INSTANCE;
    }

    private static final org.nd4j.shade.protobuf.Parser
        PARSER = new org.nd4j.shade.protobuf.AbstractParser() {
      public AttributeProto parsePartialFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
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      return PARSER;
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    /**
     * 
     * This field MUST be present in this version of the IR.
     * 
     *
     * string name = 1;
     */
    java.lang.String getName();
    /**
     * 
     * This field MUST be present in this version of the IR.
     * 
     *
     * string name = 1;
     */
    org.nd4j.shade.protobuf.ByteString
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    /**
     * 
     * This field MUST be present in this version of the IR.
     * 
     *
     * .onnx.TypeProto type = 2;
     */
    boolean hasType();
    /**
     * 
     * This field MUST be present in this version of the IR.
     * 
     *
     * .onnx.TypeProto type = 2;
     */
    onnx.Onnx.TypeProto getType();
    /**
     * 
     * This field MUST be present in this version of the IR.
     * 
     *
     * .onnx.TypeProto type = 2;
     */
    onnx.Onnx.TypeProtoOrBuilder getTypeOrBuilder();

    /**
     * 
     * A human-readable documentation for this value. Markdown is allowed.
     * 
     *
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    /**
     * 
     * A human-readable documentation for this value. Markdown is allowed.
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    public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
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     * 
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    public org.nd4j.shade.protobuf.ByteString
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      java.lang.Object ref = name_;
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    public static final int TYPE_FIELD_NUMBER = 2;
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    /**
     * 
     * This field MUST be present in this version of the IR.
     * 
     *
     * .onnx.TypeProto type = 2;
     */
    public boolean hasType() {
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    /**
     * 
     * This field MUST be present in this version of the IR.
     * 
     *
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     */
    public onnx.Onnx.TypeProto getType() {
      return type_ == null ? onnx.Onnx.TypeProto.getDefaultInstance() : type_;
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    /**
     * 
     * This field MUST be present in this version of the IR.
     * 
     *
     * .onnx.TypeProto type = 2;
     */
    public onnx.Onnx.TypeProtoOrBuilder getTypeOrBuilder() {
      return getType();
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    public static final int DOC_STRING_FIELD_NUMBER = 3;
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     * 
     *
     * string doc_string = 3;
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     * 
     * A human-readable documentation for this value. Markdown is allowed.
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    public org.nd4j.shade.protobuf.ByteString
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      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
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      size = 0;
      if (!getNameBytes().isEmpty()) {
        size += org.nd4j.shade.protobuf.GeneratedMessageV3.computeStringSize(1, name_);
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      if (type_ != null) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
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      if (!getDocStringBytes().isEmpty()) {
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      result = result && (hasType() == other.hasType());
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      int hash = 41;
      hash = (19 * hash) + getDescriptor().hashCode();
      hash = (37 * hash) + NAME_FIELD_NUMBER;
      hash = (53 * hash) + getName().hashCode();
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      hash = (29 * hash) + unknownFields.hashCode();
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      return hash;
    }

    public static onnx.Onnx.ValueInfoProto parseFrom(
        java.nio.ByteBuffer data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.ValueInfoProto parseFrom(
        java.nio.ByteBuffer data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
    }
    public static onnx.Onnx.ValueInfoProto parseFrom(
        org.nd4j.shade.protobuf.ByteString data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.ValueInfoProto parseFrom(
        org.nd4j.shade.protobuf.ByteString data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
    }
    public static onnx.Onnx.ValueInfoProto parseFrom(byte[] data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.ValueInfoProto parseFrom(
        byte[] data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
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    public static onnx.Onnx.ValueInfoProto parseFrom(java.io.InputStream input)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input);
    }
    public static onnx.Onnx.ValueInfoProto parseFrom(
        java.io.InputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input, extensionRegistry);
    }
    public static onnx.Onnx.ValueInfoProto parseDelimitedFrom(java.io.InputStream input)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseDelimitedWithIOException(PARSER, input);
    }
    public static onnx.Onnx.ValueInfoProto parseDelimitedFrom(
        java.io.InputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseDelimitedWithIOException(PARSER, input, extensionRegistry);
    }
    public static onnx.Onnx.ValueInfoProto parseFrom(
        org.nd4j.shade.protobuf.CodedInputStream input)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input);
    }
    public static onnx.Onnx.ValueInfoProto parseFrom(
        org.nd4j.shade.protobuf.CodedInputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input, extensionRegistry);
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    public Builder newBuilderForType() { return newBuilder(); }
    public static Builder newBuilder() {
      return DEFAULT_INSTANCE.toBuilder();
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    public static Builder newBuilder(onnx.Onnx.ValueInfoProto prototype) {
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    }
    public Builder toBuilder() {
      return this == DEFAULT_INSTANCE
          ? new Builder() : new Builder().mergeFrom(this);
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    @java.lang.Override
    protected Builder newBuilderForType(
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    /**
     * 
     * Defines information on value, including the name, the type, and
     * the shape of the value.
     * 
     *
     * Protobuf type {@code onnx.ValueInfoProto}
     */
    public static final class Builder extends
        org.nd4j.shade.protobuf.GeneratedMessageV3.Builder implements
        // @@protoc_insertion_point(builder_implements:onnx.ValueInfoProto)
        onnx.Onnx.ValueInfoProtoOrBuilder {
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          getDescriptor() {
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      }

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          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
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          parsedMessage = (onnx.Onnx.ValueInfoProto) e.getUnfinishedMessage();
          throw e.unwrapIOException();
        } finally {
          if (parsedMessage != null) {
            mergeFrom(parsedMessage);
          }
        }
        return this;
      }

      private java.lang.Object name_ = "";
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * string name = 1;
       */
      public java.lang.String getName() {
        java.lang.Object ref = name_;
        if (!(ref instanceof java.lang.String)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          name_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
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      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * string name = 1;
       */
      public org.nd4j.shade.protobuf.ByteString
          getNameBytes() {
        java.lang.Object ref = name_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
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                  (java.lang.String) ref);
          name_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.ByteString) ref;
        }
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * string name = 1;
       */
      public Builder setName(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        name_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * string name = 1;
       */
      public Builder clearName() {
        
        name_ = getDefaultInstance().getName();
        onChanged();
        return this;
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * string name = 1;
       */
      public Builder setNameBytes(
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        if (value == null) {
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        name_ = value;
        onChanged();
        return this;
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      private onnx.Onnx.TypeProto type_ = null;
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.TypeProto, onnx.Onnx.TypeProto.Builder, onnx.Onnx.TypeProtoOrBuilder> typeBuilder_;
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      public boolean hasType() {
        return typeBuilder_ != null || type_ != null;
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      public onnx.Onnx.TypeProto getType() {
        if (typeBuilder_ == null) {
          return type_ == null ? onnx.Onnx.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.Onnx.TypeProto value) {
        if (typeBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
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          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(
          onnx.Onnx.TypeProto.Builder builderForValue) {
        if (typeBuilder_ == null) {
          type_ = builderForValue.build();
          onChanged();
        } else {
          typeBuilder_.setMessage(builderForValue.build());
        }

        return this;
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      public Builder mergeType(onnx.Onnx.TypeProto value) {
        if (typeBuilder_ == null) {
          if (type_ != null) {
            type_ =
              onnx.Onnx.TypeProto.newBuilder(type_).mergeFrom(value).buildPartial();
          } 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.Onnx.TypeProto.Builder getTypeBuilder() {
        
        onChanged();
        return getTypeFieldBuilder().getBuilder();
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      public onnx.Onnx.TypeProtoOrBuilder getTypeOrBuilder() {
        if (typeBuilder_ != null) {
          return typeBuilder_.getMessageOrBuilder();
        } else {
          return type_ == null ?
              onnx.Onnx.TypeProto.getDefaultInstance() : type_;
        }
      }
      /**
       * 
       * This field MUST be present in this version of the IR.
       * 
       *
       * .onnx.TypeProto type = 2;
       */
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.TypeProto, onnx.Onnx.TypeProto.Builder, onnx.Onnx.TypeProtoOrBuilder> 
          getTypeFieldBuilder() {
        if (typeBuilder_ == null) {
          typeBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
              onnx.Onnx.TypeProto, onnx.Onnx.TypeProto.Builder, onnx.Onnx.TypeProtoOrBuilder>(
                  getType(),
                  getParentForChildren(),
                  isClean());
          type_ = null;
        }
        return typeBuilder_;
      }

      private java.lang.Object docString_ = "";
      /**
       * 
       * A human-readable documentation for this value. Markdown is allowed.
       * 
       *
       * string doc_string = 3;
       */
      public java.lang.String getDocString() {
        java.lang.Object ref = docString_;
        if (!(ref instanceof java.lang.String)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          docString_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this value. Markdown is allowed.
       * 
       *
       * string doc_string = 3;
       */
      public org.nd4j.shade.protobuf.ByteString
          getDocStringBytes() {
        java.lang.Object ref = docString_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          docString_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.ByteString) ref;
        }
      }
      /**
       * 
       * A human-readable documentation for this value. Markdown is allowed.
       * 
       *
       * string doc_string = 3;
       */
      public Builder setDocString(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        docString_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this value. Markdown is allowed.
       * 
       *
       * string doc_string = 3;
       */
      public Builder clearDocString() {
        
        docString_ = getDefaultInstance().getDocString();
        onChanged();
        return this;
      }
      /**
       * 
       * A human-readable documentation for this value. Markdown is allowed.
       * 
       *
       * string doc_string = 3;
       */
      public Builder setDocStringBytes(
          org.nd4j.shade.protobuf.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        docString_ = value;
        onChanged();
        return this;
      }
      public final Builder setUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.mergeUnknownFields(unknownFields);
      }


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

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

    public static onnx.Onnx.ValueInfoProto getDefaultInstance() {
      return DEFAULT_INSTANCE;
    }

    private static final org.nd4j.shade.protobuf.Parser
        PARSER = new org.nd4j.shade.protobuf.AbstractParser() {
      public ValueInfoProto parsePartialFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
          throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
        return new ValueInfoProto(input, extensionRegistry);
      }
    };

    public static org.nd4j.shade.protobuf.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public org.nd4j.shade.protobuf.Parser getParserForType() {
      return PARSER;
    }

    public onnx.Onnx.ValueInfoProto getDefaultInstanceForType() {
      return DEFAULT_INSTANCE;
    }

  }

  public interface NodeProtoOrBuilder extends
      // @@protoc_insertion_point(interface_extends:onnx.NodeProto)
      org.nd4j.shade.protobuf.MessageOrBuilder {

    /**
     * 
     * namespace Value
     * 
     *
     * repeated string input = 1;
     */
    java.util.List
        getInputList();
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string input = 1;
     */
    int getInputCount();
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string input = 1;
     */
    java.lang.String getInput(int index);
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string input = 1;
     */
    org.nd4j.shade.protobuf.ByteString
        getInputBytes(int index);

    /**
     * 
     * namespace Value
     * 
     *
     * repeated string output = 2;
     */
    java.util.List
        getOutputList();
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string output = 2;
     */
    int getOutputCount();
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string output = 2;
     */
    java.lang.String getOutput(int index);
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string output = 2;
     */
    org.nd4j.shade.protobuf.ByteString
        getOutputBytes(int index);

    /**
     * 
     * 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;
     */
    org.nd4j.shade.protobuf.ByteString
        getNameBytes();

    /**
     * 
     * The symbolic identifier of the Operator to execute.
     * 
     *
     * string op_type = 4;
     */
    java.lang.String getOpType();
    /**
     * 
     * The symbolic identifier of the Operator to execute.
     * 
     *
     * string op_type = 4;
     */
    org.nd4j.shade.protobuf.ByteString
        getOpTypeBytes();

    /**
     * 
     * The domain of the OperatorSet that specifies the operator named by op_type.
     * 
     *
     * string domain = 7;
     */
    java.lang.String getDomain();
    /**
     * 
     * The domain of the OperatorSet that specifies the operator named by op_type.
     * 
     *
     * string domain = 7;
     */
    org.nd4j.shade.protobuf.ByteString
        getDomainBytes();

    /**
     * 
     * 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 
        getAttributeList();
    /**
     * 
     * 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;
     */
    onnx.Onnx.AttributeProto getAttribute(int 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;
     */
    int getAttributeCount();
    /**
     * 
     * 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 
        getAttributeOrBuilderList();
    /**
     * 
     * 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;
     */
    onnx.Onnx.AttributeProtoOrBuilder getAttributeOrBuilder(
        int index);

    /**
     * 
     * A human-readable documentation for this node. Markdown is allowed.
     * 
     *
     * string doc_string = 6;
     */
    java.lang.String getDocString();
    /**
     * 
     * A human-readable documentation for this node. Markdown is allowed.
     * 
     *
     * string doc_string = 6;
     */
    org.nd4j.shade.protobuf.ByteString
        getDocStringBytes();
  }
  /**
   * 
   * NodeProto stores a node that is similar to the notion of "layer"
   * or "operator" in many deep learning frameworks. For example, it can be a
   * node of type "Conv" that takes in an image, a filter tensor and a bias
   * tensor, and produces the convolved output.
   * 
   *
   * Protobuf type {@code onnx.NodeProto}
   */
  public  static final class NodeProto extends
      org.nd4j.shade.protobuf.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:onnx.NodeProto)
      NodeProtoOrBuilder {
  private static final long serialVersionUID = 0L;
    // Use NodeProto.newBuilder() to construct.
    private NodeProto(org.nd4j.shade.protobuf.GeneratedMessageV3.Builder builder) {
      super(builder);
    }
    private NodeProto() {
      input_ = org.nd4j.shade.protobuf.LazyStringArrayList.EMPTY;
      output_ = org.nd4j.shade.protobuf.LazyStringArrayList.EMPTY;
      name_ = "";
      opType_ = "";
      domain_ = "";
      attribute_ = java.util.Collections.emptyList();
      docString_ = "";
    }

    @java.lang.Override
    public final org.nd4j.shade.protobuf.UnknownFieldSet
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      return this.unknownFields;
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    private NodeProto(
        org.nd4j.shade.protobuf.CodedInputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      this();
      if (extensionRegistry == null) {
        throw new java.lang.NullPointerException();
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      int mutable_bitField0_ = 0;
      org.nd4j.shade.protobuf.UnknownFieldSet.Builder unknownFields =
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          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();
              if (!((mutable_bitField0_ & 0x00000001) == 0x00000001)) {
                input_ = new org.nd4j.shade.protobuf.LazyStringArrayList();
                mutable_bitField0_ |= 0x00000001;
              }
              input_.add(s);
              break;
            }
            case 18: {
              java.lang.String s = input.readStringRequireUtf8();
              if (!((mutable_bitField0_ & 0x00000002) == 0x00000002)) {
                output_ = new org.nd4j.shade.protobuf.LazyStringArrayList();
                mutable_bitField0_ |= 0x00000002;
              }
              output_.add(s);
              break;
            }
            case 26: {
              java.lang.String s = input.readStringRequireUtf8();

              name_ = s;
              break;
            }
            case 34: {
              java.lang.String s = input.readStringRequireUtf8();

              opType_ = s;
              break;
            }
            case 42: {
              if (!((mutable_bitField0_ & 0x00000020) == 0x00000020)) {
                attribute_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000020;
              }
              attribute_.add(
                  input.readMessage(onnx.Onnx.AttributeProto.parser(), extensionRegistry));
              break;
            }
            case 50: {
              java.lang.String s = input.readStringRequireUtf8();

              docString_ = s;
              break;
            }
            case 58: {
              java.lang.String s = input.readStringRequireUtf8();

              domain_ = s;
              break;
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          }
        }
      } catch (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
        throw e.setUnfinishedMessage(this);
      } catch (java.io.IOException e) {
        throw new org.nd4j.shade.protobuf.InvalidProtocolBufferException(
            e).setUnfinishedMessage(this);
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        if (((mutable_bitField0_ & 0x00000001) == 0x00000001)) {
          input_ = input_.getUnmodifiableView();
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        if (((mutable_bitField0_ & 0x00000002) == 0x00000002)) {
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        if (((mutable_bitField0_ & 0x00000020) == 0x00000020)) {
          attribute_ = java.util.Collections.unmodifiableList(attribute_);
        }
        this.unknownFields = unknownFields.build();
        makeExtensionsImmutable();
      }
    }
    public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
        getDescriptor() {
      return onnx.Onnx.internal_static_onnx_NodeProto_descriptor;
    }

    protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
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              onnx.Onnx.NodeProto.class, onnx.Onnx.NodeProto.Builder.class);
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    private int bitField0_;
    public static final int INPUT_FIELD_NUMBER = 1;
    private org.nd4j.shade.protobuf.LazyStringList input_;
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string input = 1;
     */
    public org.nd4j.shade.protobuf.ProtocolStringList
        getInputList() {
      return input_;
    }
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string input = 1;
     */
    public int getInputCount() {
      return input_.size();
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    /**
     * 
     * namespace Value
     * 
     *
     * repeated string input = 1;
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    public java.lang.String getInput(int index) {
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    /**
     * 
     * namespace Value
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     * repeated string input = 1;
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    public org.nd4j.shade.protobuf.ByteString
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      return input_.getByteString(index);
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    public static final int OUTPUT_FIELD_NUMBER = 2;
    private org.nd4j.shade.protobuf.LazyStringList output_;
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string output = 2;
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    public org.nd4j.shade.protobuf.ProtocolStringList
        getOutputList() {
      return output_;
    }
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string output = 2;
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    public int getOutputCount() {
      return output_.size();
    }
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string output = 2;
     */
    public java.lang.String getOutput(int index) {
      return output_.get(index);
    }
    /**
     * 
     * namespace Value
     * 
     *
     * repeated string output = 2;
     */
    public org.nd4j.shade.protobuf.ByteString
        getOutputBytes(int index) {
      return output_.getByteString(index);
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    public static final int NAME_FIELD_NUMBER = 3;
    private volatile java.lang.Object name_;
    /**
     * 
     * An optional identifier for this node in a graph.
     * This field MAY be absent in ths version of the IR.
     * 
     *
     * string name = 3;
     */
    public java.lang.String getName() {
      java.lang.Object ref = name_;
      if (ref instanceof java.lang.String) {
        return (java.lang.String) ref;
      } else {
        org.nd4j.shade.protobuf.ByteString bs = 
            (org.nd4j.shade.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        name_ = s;
        return s;
      }
    }
    /**
     * 
     * An optional identifier for this node in a graph.
     * This field MAY be absent in ths version of the IR.
     * 
     *
     * string name = 3;
     */
    public org.nd4j.shade.protobuf.ByteString
        getNameBytes() {
      java.lang.Object ref = name_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        name_ = b;
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    public static final int OP_TYPE_FIELD_NUMBER = 4;
    private volatile java.lang.Object opType_;
    /**
     * 
     * The symbolic identifier of the Operator to execute.
     * 
     *
     * string op_type = 4;
     */
    public java.lang.String getOpType() {
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        return (java.lang.String) ref;
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        org.nd4j.shade.protobuf.ByteString bs = 
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        java.lang.String s = bs.toStringUtf8();
        opType_ = s;
        return s;
      }
    }
    /**
     * 
     * The symbolic identifier of the Operator to execute.
     * 
     *
     * string op_type = 4;
     */
    public org.nd4j.shade.protobuf.ByteString
        getOpTypeBytes() {
      java.lang.Object ref = opType_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        opType_ = b;
        return b;
      } else {
        return (org.nd4j.shade.protobuf.ByteString) ref;
      }
    }

    public static final int DOMAIN_FIELD_NUMBER = 7;
    private volatile 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) {
        return (java.lang.String) ref;
      } else {
        org.nd4j.shade.protobuf.ByteString bs = 
            (org.nd4j.shade.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        domain_ = s;
        return s;
      }
    }
    /**
     * 
     * The domain of the OperatorSet that specifies the operator named by op_type.
     * 
     *
     * string domain = 7;
     */
    public org.nd4j.shade.protobuf.ByteString
        getDomainBytes() {
      java.lang.Object ref = domain_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
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      }
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    public static final int ATTRIBUTE_FIELD_NUMBER = 5;
    private java.util.List 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 java.util.List getAttributeList() {
      return 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 java.util.List 
        getAttributeOrBuilderList() {
      return 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 int getAttributeCount() {
      return attribute_.size();
    }
    /**
     * 
     * 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.Onnx.AttributeProto getAttribute(int index) {
      return attribute_.get(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.Onnx.AttributeProtoOrBuilder getAttributeOrBuilder(
        int index) {
      return attribute_.get(index);
    }

    public static final int DOC_STRING_FIELD_NUMBER = 6;
    private volatile 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) {
        return (java.lang.String) ref;
      } else {
        org.nd4j.shade.protobuf.ByteString bs = 
            (org.nd4j.shade.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        docString_ = s;
        return s;
      }
    }
    /**
     * 
     * A human-readable documentation for this node. Markdown is allowed.
     * 
     *
     * string doc_string = 6;
     */
    public org.nd4j.shade.protobuf.ByteString
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      java.lang.Object ref = docString_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
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    public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)
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      if (!getOpTypeBytes().isEmpty()) {
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      for (int i = 0; i < attribute_.size(); i++) {
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      if (!getDocStringBytes().isEmpty()) {
        org.nd4j.shade.protobuf.GeneratedMessageV3.writeString(output, 6, docString_);
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      if (!getDomainBytes().isEmpty()) {
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       *
       * 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(
          org.nd4j.shade.protobuf.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)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.ByteString
          getDomainBytes() {
        java.lang.Object ref = domain_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          domain_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.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(
          org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.AttributeProto, onnx.Onnx.AttributeProto.Builder, onnx.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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();
          org.nd4j.shade.protobuf.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.Onnx.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.Onnx.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.Onnx.AttributeProto.Builder addAttributeBuilder() {
        return getAttributeFieldBuilder().addBuilder(
            onnx.Onnx.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.Onnx.AttributeProto.Builder addAttributeBuilder(
          int index) {
        return getAttributeFieldBuilder().addBuilder(
            index, onnx.Onnx.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.AttributeProto, onnx.Onnx.AttributeProto.Builder, onnx.Onnx.AttributeProtoOrBuilder> 
          getAttributeFieldBuilder() {
        if (attributeBuilder_ == null) {
          attributeBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              onnx.Onnx.AttributeProto, onnx.Onnx.AttributeProto.Builder, onnx.Onnx.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)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.ByteString
          getDocStringBytes() {
        java.lang.Object ref = docString_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          docString_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.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(
          org.nd4j.shade.protobuf.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        docString_ = value;
        onChanged();
        return this;
      }
      public final Builder setUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.mergeUnknownFields(unknownFields);
      }


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

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

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

    private static final org.nd4j.shade.protobuf.Parser
        PARSER = new org.nd4j.shade.protobuf.AbstractParser() {
      public NodeProto parsePartialFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
          throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
        return new NodeProto(input, extensionRegistry);
      }
    };

    public static org.nd4j.shade.protobuf.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public org.nd4j.shade.protobuf.Parser getParserForType() {
      return PARSER;
    }

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

  }

  public interface ModelProtoOrBuilder extends
      // @@protoc_insertion_point(interface_extends:onnx.ModelProto)
      org.nd4j.shade.protobuf.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.Onnx.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.Onnx.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;
     */
    org.nd4j.shade.protobuf.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;
     */
    org.nd4j.shade.protobuf.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;
     */
    org.nd4j.shade.protobuf.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;
     */
    org.nd4j.shade.protobuf.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.Onnx.GraphProto getGraph();
    /**
     * 
     * The parameterized graph that is evaluated to execute the model.
     * 
     *
     * .onnx.GraphProto graph = 7;
     */
    onnx.Onnx.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.Onnx.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 
        getMetadataPropsOrBuilderList();
    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
     * repeated .onnx.StringStringEntryProto metadata_props = 14;
     */
    onnx.Onnx.StringStringEntryProtoOrBuilder getMetadataPropsOrBuilder(
        int index);
  }
  /**
   * 
   * 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}
   */
  public  static final class ModelProto extends
      org.nd4j.shade.protobuf.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:onnx.ModelProto)
      ModelProtoOrBuilder {
  private static final long serialVersionUID = 0L;
    // Use ModelProto.newBuilder() to construct.
    private ModelProto(org.nd4j.shade.protobuf.GeneratedMessageV3.Builder builder) {
      super(builder);
    }
    private ModelProto() {
      irVersion_ = 0L;
      opsetImport_ = java.util.Collections.emptyList();
      producerName_ = "";
      producerVersion_ = "";
      domain_ = "";
      modelVersion_ = 0L;
      docString_ = "";
      metadataProps_ = java.util.Collections.emptyList();
    }

    @java.lang.Override
    public final org.nd4j.shade.protobuf.UnknownFieldSet
    getUnknownFields() {
      return this.unknownFields;
    }
    private ModelProto(
        org.nd4j.shade.protobuf.CodedInputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      this();
      if (extensionRegistry == null) {
        throw new java.lang.NullPointerException();
      }
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    public static final int IR_VERSION_FIELD_NUMBER = 1;
    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_;
    }

    public static final int OPSET_IMPORT_FIELD_NUMBER = 8;
    private java.util.List 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 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
     * 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.Onnx.OperatorSetIdProto getOpsetImport(int index) {
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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 onnx.Onnx.OperatorSetIdProtoOrBuilder getOpsetImportOrBuilder(
        int index) {
      return opsetImport_.get(index);
    }

    public static final int PRODUCER_NAME_FIELD_NUMBER = 2;
    private volatile 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;
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     * 
     * The name of the framework or tool used to generate this model.
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    /**
     * 
     * 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;
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     * 
     * The version of the framework or tool used to generate this model.
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     *
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    public static final int DOMAIN_FIELD_NUMBER = 4;
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    /**
     * 
     * 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.
     * 
     *
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     * 
     * 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
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     * 
     *
     * string domain = 4;
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    /**
     * 
     * The version of the graph encoded. See Version enum below.
     * 
     *
     * int64 model_version = 5;
     */
    public long getModelVersion() {
      return modelVersion_;
    }

    public static final int DOC_STRING_FIELD_NUMBER = 6;
    private volatile java.lang.Object docString_;
    /**
     * 
     * A human-readable documentation for this model. Markdown is allowed.
     * 
     *
     * string doc_string = 6;
     */
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     * 
     * A human-readable documentation for this model. Markdown is allowed.
     * 
     *
     * string doc_string = 6;
     */
    public org.nd4j.shade.protobuf.ByteString
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    }

    public static final int GRAPH_FIELD_NUMBER = 7;
    private onnx.Onnx.GraphProto graph_;
    /**
     * 
     * The parameterized graph that is evaluated to execute the model.
     * 
     *
     * .onnx.GraphProto graph = 7;
     */
    public boolean hasGraph() {
      return graph_ != null;
    }
    /**
     * 
     * The parameterized graph that is evaluated to execute the model.
     * 
     *
     * .onnx.GraphProto graph = 7;
     */
    public onnx.Onnx.GraphProto getGraph() {
      return graph_ == null ? onnx.Onnx.GraphProto.getDefaultInstance() : graph_;
    }
    /**
     * 
     * The parameterized graph that is evaluated to execute the model.
     * 
     *
     * .onnx.GraphProto graph = 7;
     */
    public onnx.Onnx.GraphProtoOrBuilder getGraphOrBuilder() {
      return getGraph();
    }

    public static final int METADATA_PROPS_FIELD_NUMBER = 14;
    private java.util.List metadataProps_;
    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
     * repeated .onnx.StringStringEntryProto metadata_props = 14;
     */
    public java.util.List getMetadataPropsList() {
      return metadataProps_;
    }
    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
     * repeated .onnx.StringStringEntryProto metadata_props = 14;
     */
    public java.util.List 
        getMetadataPropsOrBuilderList() {
      return metadataProps_;
    }
    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
     * repeated .onnx.StringStringEntryProto metadata_props = 14;
     */
    public int getMetadataPropsCount() {
      return metadataProps_.size();
    }
    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
     * repeated .onnx.StringStringEntryProto metadata_props = 14;
     */
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    }
    /**
     * 
     * Named metadata values; keys should be distinct.
     * 
     *
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     */
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    public boolean equals(final java.lang.Object obj) {
      if (obj == this) {
       return true;
      }
      if (!(obj instanceof onnx.Onnx.ModelProto)) {
        return super.equals(obj);
      }
      onnx.Onnx.ModelProto other = (onnx.Onnx.ModelProto) obj;

      boolean result = true;
      result = result && (getIrVersion()
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      result = result && getOpsetImportList()
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      result = result && getProducerVersion()
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      result = result && getDomain()
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      result = result && (getModelVersion()
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      result = result && getDocString()
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      result = result && (hasGraph() == other.hasGraph());
      if (hasGraph()) {
        result = result && getGraph()
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      }
      result = result && getMetadataPropsList()
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      result = result && unknownFields.equals(other.unknownFields);
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    @java.lang.Override
    public int hashCode() {
      if (memoizedHashCode != 0) {
        return memoizedHashCode;
      }
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      hash = (19 * hash) + getDescriptor().hashCode();
      hash = (37 * hash) + IR_VERSION_FIELD_NUMBER;
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      hash = (53 * hash) + getDomain().hashCode();
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      hash = (37 * hash) + DOC_STRING_FIELD_NUMBER;
      hash = (53 * hash) + getDocString().hashCode();
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    public static onnx.Onnx.ModelProto parseFrom(
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    public static onnx.Onnx.ModelProto parseFrom(
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        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
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    public static onnx.Onnx.ModelProto parseFrom(
        org.nd4j.shade.protobuf.ByteString data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.ModelProto parseFrom(
        org.nd4j.shade.protobuf.ByteString data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
    }
    public static onnx.Onnx.ModelProto parseFrom(byte[] data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.ModelProto parseFrom(
        byte[] data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
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    public static onnx.Onnx.ModelProto parseFrom(java.io.InputStream input)
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      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input);
    }
    public static onnx.Onnx.ModelProto parseFrom(
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        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input, extensionRegistry);
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    public static onnx.Onnx.ModelProto parseDelimitedFrom(java.io.InputStream input)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseDelimitedWithIOException(PARSER, input);
    }
    public static onnx.Onnx.ModelProto parseDelimitedFrom(
        java.io.InputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseDelimitedWithIOException(PARSER, input, extensionRegistry);
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    public static onnx.Onnx.ModelProto parseFrom(
        org.nd4j.shade.protobuf.CodedInputStream input)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input);
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    public static onnx.Onnx.ModelProto parseFrom(
        org.nd4j.shade.protobuf.CodedInputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
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    public Builder newBuilderForType() { return newBuilder(); }
    public static Builder newBuilder() {
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    public static Builder newBuilder(onnx.Onnx.ModelProto prototype) {
      return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype);
    }
    public Builder toBuilder() {
      return this == DEFAULT_INSTANCE
          ? new Builder() : new Builder().mergeFrom(this);
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    @java.lang.Override
    protected Builder newBuilderForType(
        org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent) {
      Builder builder = new Builder(parent);
      return builder;
    }
    /**
     * 
     * 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}
     */
    public static final class Builder extends
        org.nd4j.shade.protobuf.GeneratedMessageV3.Builder implements
        // @@protoc_insertion_point(builder_implements:onnx.ModelProto)
        onnx.Onnx.ModelProtoOrBuilder {
      public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
          getDescriptor() {
        return onnx.Onnx.internal_static_onnx_ModelProto_descriptor;
      }

      protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
          internalGetFieldAccessorTable() {
        return onnx.Onnx.internal_static_onnx_ModelProto_fieldAccessorTable
            .ensureFieldAccessorsInitialized(
                onnx.Onnx.ModelProto.class, onnx.Onnx.ModelProto.Builder.class);
      }

      // Construct using onnx.Onnx.ModelProto.newBuilder()
      private Builder() {
        maybeForceBuilderInitialization();
      }

      private Builder(
          org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent) {
        super(parent);
        maybeForceBuilderInitialization();
      }
      private void maybeForceBuilderInitialization() {
        if (org.nd4j.shade.protobuf.GeneratedMessageV3
                .alwaysUseFieldBuilders) {
          getOpsetImportFieldBuilder();
          getMetadataPropsFieldBuilder();
        }
      }
      public Builder clear() {
        super.clear();
        irVersion_ = 0L;

        if (opsetImportBuilder_ == null) {
          opsetImport_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000002);
        } else {
          opsetImportBuilder_.clear();
        }
        producerName_ = "";

        producerVersion_ = "";

        domain_ = "";

        modelVersion_ = 0L;

        docString_ = "";

        if (graphBuilder_ == null) {
          graph_ = null;
        } else {
          graph_ = null;
          graphBuilder_ = null;
        }
        if (metadataPropsBuilder_ == null) {
          metadataProps_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000100);
        } else {
          metadataPropsBuilder_.clear();
        }
        return this;
      }

      public org.nd4j.shade.protobuf.Descriptors.Descriptor
          getDescriptorForType() {
        return onnx.Onnx.internal_static_onnx_ModelProto_descriptor;
      }

      public onnx.Onnx.ModelProto getDefaultInstanceForType() {
        return onnx.Onnx.ModelProto.getDefaultInstance();
      }

      public onnx.Onnx.ModelProto build() {
        onnx.Onnx.ModelProto result = buildPartial();
        if (!result.isInitialized()) {
          throw newUninitializedMessageException(result);
        }
        return result;
      }

      public onnx.Onnx.ModelProto buildPartial() {
        onnx.Onnx.ModelProto result = new onnx.Onnx.ModelProto(this);
        int from_bitField0_ = bitField0_;
        int to_bitField0_ = 0;
        result.irVersion_ = irVersion_;
        if (opsetImportBuilder_ == null) {
          if (((bitField0_ & 0x00000002) == 0x00000002)) {
            opsetImport_ = java.util.Collections.unmodifiableList(opsetImport_);
            bitField0_ = (bitField0_ & ~0x00000002);
          }
          result.opsetImport_ = opsetImport_;
        } else {
          result.opsetImport_ = opsetImportBuilder_.build();
        }
        result.producerName_ = producerName_;
        result.producerVersion_ = producerVersion_;
        result.domain_ = domain_;
        result.modelVersion_ = modelVersion_;
        result.docString_ = docString_;
        if (graphBuilder_ == null) {
          result.graph_ = graph_;
        } else {
          result.graph_ = graphBuilder_.build();
        }
        if (metadataPropsBuilder_ == null) {
          if (((bitField0_ & 0x00000100) == 0x00000100)) {
            metadataProps_ = java.util.Collections.unmodifiableList(metadataProps_);
            bitField0_ = (bitField0_ & ~0x00000100);
          }
          result.metadataProps_ = metadataProps_;
        } else {
          result.metadataProps_ = metadataPropsBuilder_.build();
        }
        result.bitField0_ = to_bitField0_;
        onBuilt();
        return result;
      }

      public Builder clone() {
        return (Builder) super.clone();
      }
      public Builder setField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          java.lang.Object value) {
        return (Builder) super.setField(field, value);
      }
      public Builder clearField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field) {
        return (Builder) super.clearField(field);
      }
      public Builder clearOneof(
          org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof) {
        return (Builder) super.clearOneof(oneof);
      }
      public Builder setRepeatedField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          int index, java.lang.Object value) {
        return (Builder) super.setRepeatedField(field, index, value);
      }
      public Builder addRepeatedField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          java.lang.Object value) {
        return (Builder) super.addRepeatedField(field, value);
      }
      public Builder mergeFrom(org.nd4j.shade.protobuf.Message other) {
        if (other instanceof onnx.Onnx.ModelProto) {
          return mergeFrom((onnx.Onnx.ModelProto)other);
        } else {
          super.mergeFrom(other);
          return this;
        }
      }

      public Builder mergeFrom(onnx.Onnx.ModelProto other) {
        if (other == onnx.Onnx.ModelProto.getDefaultInstance()) return this;
        if (other.getIrVersion() != 0L) {
          setIrVersion(other.getIrVersion());
        }
        if (opsetImportBuilder_ == null) {
          if (!other.opsetImport_.isEmpty()) {
            if (opsetImport_.isEmpty()) {
              opsetImport_ = other.opsetImport_;
              bitField0_ = (bitField0_ & ~0x00000002);
            } else {
              ensureOpsetImportIsMutable();
              opsetImport_.addAll(other.opsetImport_);
            }
            onChanged();
          }
        } else {
          if (!other.opsetImport_.isEmpty()) {
            if (opsetImportBuilder_.isEmpty()) {
              opsetImportBuilder_.dispose();
              opsetImportBuilder_ = null;
              opsetImport_ = other.opsetImport_;
              bitField0_ = (bitField0_ & ~0x00000002);
              opsetImportBuilder_ = 
                org.nd4j.shade.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders ?
                   getOpsetImportFieldBuilder() : null;
            } else {
              opsetImportBuilder_.addAllMessages(other.opsetImport_);
            }
          }
        }
        if (!other.getProducerName().isEmpty()) {
          producerName_ = other.producerName_;
          onChanged();
        }
        if (!other.getProducerVersion().isEmpty()) {
          producerVersion_ = other.producerVersion_;
          onChanged();
        }
        if (!other.getDomain().isEmpty()) {
          domain_ = other.domain_;
          onChanged();
        }
        if (other.getModelVersion() != 0L) {
          setModelVersion(other.getModelVersion());
        }
        if (!other.getDocString().isEmpty()) {
          docString_ = other.docString_;
          onChanged();
        }
        if (other.hasGraph()) {
          mergeGraph(other.getGraph());
        }
        if (metadataPropsBuilder_ == null) {
          if (!other.metadataProps_.isEmpty()) {
            if (metadataProps_.isEmpty()) {
              metadataProps_ = other.metadataProps_;
              bitField0_ = (bitField0_ & ~0x00000100);
            } else {
              ensureMetadataPropsIsMutable();
              metadataProps_.addAll(other.metadataProps_);
            }
            onChanged();
          }
        } else {
          if (!other.metadataProps_.isEmpty()) {
            if (metadataPropsBuilder_.isEmpty()) {
              metadataPropsBuilder_.dispose();
              metadataPropsBuilder_ = null;
              metadataProps_ = other.metadataProps_;
              bitField0_ = (bitField0_ & ~0x00000100);
              metadataPropsBuilder_ = 
                org.nd4j.shade.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders ?
                   getMetadataPropsFieldBuilder() : null;
            } else {
              metadataPropsBuilder_.addAllMessages(other.metadataProps_);
            }
          }
        }
        this.mergeUnknownFields(other.unknownFields);
        onChanged();
        return this;
      }

      public final boolean isInitialized() {
        return true;
      }

      public Builder mergeFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
          throws java.io.IOException {
        onnx.Onnx.ModelProto parsedMessage = null;
        try {
          parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry);
        } catch (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
          parsedMessage = (onnx.Onnx.ModelProto) e.getUnfinishedMessage();
          throw e.unwrapIOException();
        } finally {
          if (parsedMessage != null) {
            mergeFrom(parsedMessage);
          }
        }
        return this;
      }
      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();
        return this;
      }
      /**
       * 
       * 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();
        return this;
      }

      private java.util.List opsetImport_ =
        java.util.Collections.emptyList();
      private void ensureOpsetImportIsMutable() {
        if (!((bitField0_ & 0x00000002) == 0x00000002)) {
          opsetImport_ = new java.util.ArrayList(opsetImport_);
          bitField0_ |= 0x00000002;
         }
      }

      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.OperatorSetIdProto, onnx.Onnx.OperatorSetIdProto.Builder, onnx.Onnx.OperatorSetIdProtoOrBuilder> opsetImportBuilder_;

      /**
       * 
       * 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 getOpsetImportList() {
        if (opsetImportBuilder_ == null) {
          return java.util.Collections.unmodifiableList(opsetImport_);
        } else {
          return opsetImportBuilder_.getMessageList();
        }
      }
      /**
       * 
       * 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() {
        if (opsetImportBuilder_ == null) {
          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.Onnx.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.Onnx.OperatorSetIdProto value) {
        if (opsetImportBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureOpsetImportIsMutable();
          opsetImport_.set(index, value);
          onChanged();
        } else {
          opsetImportBuilder_.setMessage(index, value);
        }
        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(
          int index, onnx.Onnx.OperatorSetIdProto.Builder builderForValue) {
        if (opsetImportBuilder_ == null) {
          ensureOpsetImportIsMutable();
          opsetImport_.set(index, builderForValue.build());
          onChanged();
        } else {
          opsetImportBuilder_.setMessage(index, builderForValue.build());
        }
        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(onnx.Onnx.OperatorSetIdProto value) {
        if (opsetImportBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureOpsetImportIsMutable();
          opsetImport_.add(value);
          onChanged();
        } else {
          opsetImportBuilder_.addMessage(value);
        }
        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(
          int index, onnx.Onnx.OperatorSetIdProto value) {
        if (opsetImportBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureOpsetImportIsMutable();
          opsetImport_.add(index, value);
          onChanged();
        } else {
          opsetImportBuilder_.addMessage(index, value);
        }
        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(
          onnx.Onnx.OperatorSetIdProto.Builder builderForValue) {
        if (opsetImportBuilder_ == null) {
          ensureOpsetImportIsMutable();
          opsetImport_.add(builderForValue.build());
          onChanged();
        } else {
          opsetImportBuilder_.addMessage(builderForValue.build());
        }
        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(
          int index, onnx.Onnx.OperatorSetIdProto.Builder builderForValue) {
        if (opsetImportBuilder_ == null) {
          ensureOpsetImportIsMutable();
          opsetImport_.add(index, builderForValue.build());
          onChanged();
        } else {
          opsetImportBuilder_.addMessage(index, builderForValue.build());
        }
        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 addAllOpsetImport(
          java.lang.Iterable values) {
        if (opsetImportBuilder_ == null) {
          ensureOpsetImportIsMutable();
          org.nd4j.shade.protobuf.AbstractMessageLite.Builder.addAll(
              values, opsetImport_);
          onChanged();
        } else {
          opsetImportBuilder_.addAllMessages(values);
        }
        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 clearOpsetImport() {
        if (opsetImportBuilder_ == null) {
          opsetImport_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000002);
          onChanged();
        } else {
          opsetImportBuilder_.clear();
        }
        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 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;
       */
      public onnx.Onnx.OperatorSetIdProto.Builder getOpsetImportBuilder(
          int index) {
        return getOpsetImportFieldBuilder().getBuilder(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 onnx.Onnx.OperatorSetIdProtoOrBuilder getOpsetImportOrBuilder(
          int index) {
        if (opsetImportBuilder_ == null) {
          return opsetImport_.get(index);  } else {
          return opsetImportBuilder_.getMessageOrBuilder(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 java.util.List 
           getOpsetImportOrBuilderList() {
        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.Onnx.OperatorSetIdProto.Builder addOpsetImportBuilder() {
        return getOpsetImportFieldBuilder().addBuilder(
            onnx.Onnx.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.Onnx.OperatorSetIdProto.Builder addOpsetImportBuilder(
          int index) {
        return getOpsetImportFieldBuilder().addBuilder(
            index, onnx.Onnx.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.OperatorSetIdProto, onnx.Onnx.OperatorSetIdProto.Builder, onnx.Onnx.OperatorSetIdProtoOrBuilder> 
          getOpsetImportFieldBuilder() {
        if (opsetImportBuilder_ == null) {
          opsetImportBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              onnx.Onnx.OperatorSetIdProto, onnx.Onnx.OperatorSetIdProto.Builder, onnx.Onnx.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)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.ByteString
          getProducerNameBytes() {
        java.lang.Object ref = producerName_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          producerName_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.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(
          org.nd4j.shade.protobuf.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)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.ByteString
          getProducerVersionBytes() {
        java.lang.Object ref = producerVersion_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          producerVersion_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.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(
          org.nd4j.shade.protobuf.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)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.ByteString
          getDomainBytes() {
        java.lang.Object ref = domain_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          domain_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.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(
          org.nd4j.shade.protobuf.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)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.ByteString
          getDocStringBytes() {
        java.lang.Object ref = docString_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          docString_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.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(
          org.nd4j.shade.protobuf.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        docString_ = value;
        onChanged();
        return this;
      }

      private onnx.Onnx.GraphProto graph_ = null;
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.GraphProto, onnx.Onnx.GraphProto.Builder, onnx.Onnx.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.Onnx.GraphProto getGraph() {
        if (graphBuilder_ == null) {
          return graph_ == null ? onnx.Onnx.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.Onnx.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.Onnx.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.Onnx.GraphProto value) {
        if (graphBuilder_ == null) {
          if (graph_ != null) {
            graph_ =
              onnx.Onnx.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.Onnx.GraphProto.Builder getGraphBuilder() {
        
        onChanged();
        return getGraphFieldBuilder().getBuilder();
      }
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      public onnx.Onnx.GraphProtoOrBuilder getGraphOrBuilder() {
        if (graphBuilder_ != null) {
          return graphBuilder_.getMessageOrBuilder();
        } else {
          return graph_ == null ?
              onnx.Onnx.GraphProto.getDefaultInstance() : graph_;
        }
      }
      /**
       * 
       * The parameterized graph that is evaluated to execute the model.
       * 
       *
       * .onnx.GraphProto graph = 7;
       */
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.GraphProto, onnx.Onnx.GraphProto.Builder, onnx.Onnx.GraphProtoOrBuilder> 
          getGraphFieldBuilder() {
        if (graphBuilder_ == null) {
          graphBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
              onnx.Onnx.GraphProto, onnx.Onnx.GraphProto.Builder, onnx.Onnx.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.StringStringEntryProto, onnx.Onnx.StringStringEntryProto.Builder, onnx.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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();
          org.nd4j.shade.protobuf.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.Onnx.StringStringEntryProto.Builder getMetadataPropsBuilder(
          int index) {
        return getMetadataPropsFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public onnx.Onnx.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.Onnx.StringStringEntryProto.Builder addMetadataPropsBuilder() {
        return getMetadataPropsFieldBuilder().addBuilder(
            onnx.Onnx.StringStringEntryProto.getDefaultInstance());
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public onnx.Onnx.StringStringEntryProto.Builder addMetadataPropsBuilder(
          int index) {
        return getMetadataPropsFieldBuilder().addBuilder(
            index, onnx.Onnx.StringStringEntryProto.getDefaultInstance());
      }
      /**
       * 
       * Named metadata values; keys should be distinct.
       * 
       *
       * repeated .onnx.StringStringEntryProto metadata_props = 14;
       */
      public java.util.List 
           getMetadataPropsBuilderList() {
        return getMetadataPropsFieldBuilder().getBuilderList();
      }
      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.StringStringEntryProto, onnx.Onnx.StringStringEntryProto.Builder, onnx.Onnx.StringStringEntryProtoOrBuilder> 
          getMetadataPropsFieldBuilder() {
        if (metadataPropsBuilder_ == null) {
          metadataPropsBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              onnx.Onnx.StringStringEntryProto, onnx.Onnx.StringStringEntryProto.Builder, onnx.Onnx.StringStringEntryProtoOrBuilder>(
                  metadataProps_,
                  ((bitField0_ & 0x00000100) == 0x00000100),
                  getParentForChildren(),
                  isClean());
          metadataProps_ = null;
        }
        return metadataPropsBuilder_;
      }
      public final Builder setUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.mergeUnknownFields(unknownFields);
      }


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

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

    public static onnx.Onnx.ModelProto getDefaultInstance() {
      return DEFAULT_INSTANCE;
    }

    private static final org.nd4j.shade.protobuf.Parser
        PARSER = new org.nd4j.shade.protobuf.AbstractParser() {
      public ModelProto parsePartialFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
          throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
        return new ModelProto(input, extensionRegistry);
      }
    };

    public static org.nd4j.shade.protobuf.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public org.nd4j.shade.protobuf.Parser getParserForType() {
      return PARSER;
    }

    public onnx.Onnx.ModelProto getDefaultInstanceForType() {
      return DEFAULT_INSTANCE;
    }

  }

  public interface StringStringEntryProtoOrBuilder extends
      // @@protoc_insertion_point(interface_extends:onnx.StringStringEntryProto)
      org.nd4j.shade.protobuf.MessageOrBuilder {

    /**
     * string key = 1;
     */
    java.lang.String getKey();
    /**
     * string key = 1;
     */
    org.nd4j.shade.protobuf.ByteString
        getKeyBytes();

    /**
     * string value = 2;
     */
    java.lang.String getValue();
    /**
     * string value = 2;
     */
    org.nd4j.shade.protobuf.ByteString
        getValueBytes();
  }
  /**
   * 
   * StringStringEntryProto follows the pattern for cross-proto-version maps.
   * See https://developers.google.com/protocol-buffers/docs/proto3#maps
   * 
   *
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     * A list of named tensor values (constants), used to specify default
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     * In an evaluation, the default value specified here is used if and only if
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     * repeated .onnx.TensorProto initializer = 5;
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    /**
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     * A list of named tensor values (constants), used to specify default
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     * In an evaluation, the default value specified here is used if and only if
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     * repeated .onnx.TensorProto initializer = 5;
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    /**
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     * A list of named tensor values (constants), used to specify default
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     * In an evaluation, the default value specified here is used if and only if
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     * In an evaluation, the default value specified here is used if and only if
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     * 
     * A list of named tensor values (constants), used to specify default
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     * Each TensorProto entry must have a distinct name (within the list) that
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     * In an evaluation, the default value specified here is used if and only if
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     * May be used to pass serialized parameters for networks.
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     * repeated .onnx.TensorProto initializer = 5;
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     * 
     * A human-readable documentation for this graph. Markdown is allowed.
     * 
     *
     * string doc_string = 10;
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     * 
     * A human-readable documentation for this graph. Markdown is allowed.
     * 
     *
     * string doc_string = 10;
     */
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    /**
     * 
     * 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.Onnx.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.Onnx.ValueInfoProtoOrBuilder getInputOrBuilder(
        int index);

    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    java.util.List 
        getOutputList();
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    onnx.Onnx.ValueInfoProto getOutput(int index);
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    int getOutputCount();
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    java.util.List 
        getOutputOrBuilderList();
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    onnx.Onnx.ValueInfoProtoOrBuilder getOutputOrBuilder(
        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;
     */
    java.util.List 
        getValueInfoList();
    /**
     * 
     * 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.Onnx.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.Onnx.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}
   */
  public  static final class GraphProto extends
      org.nd4j.shade.protobuf.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:onnx.GraphProto)
      GraphProtoOrBuilder {
  private static final long serialVersionUID = 0L;
    // Use GraphProto.newBuilder() to construct.
    private GraphProto(org.nd4j.shade.protobuf.GeneratedMessageV3.Builder builder) {
      super(builder);
    }
    private GraphProto() {
      node_ = java.util.Collections.emptyList();
      name_ = "";
      initializer_ = java.util.Collections.emptyList();
      docString_ = "";
      input_ = java.util.Collections.emptyList();
      output_ = java.util.Collections.emptyList();
      valueInfo_ = java.util.Collections.emptyList();
    }

    @java.lang.Override
    public final org.nd4j.shade.protobuf.UnknownFieldSet
    getUnknownFields() {
      return this.unknownFields;
    }
    private GraphProto(
        org.nd4j.shade.protobuf.CodedInputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      this();
      if (extensionRegistry == null) {
        throw new java.lang.NullPointerException();
      }
      int mutable_bitField0_ = 0;
      org.nd4j.shade.protobuf.UnknownFieldSet.Builder unknownFields =
          org.nd4j.shade.protobuf.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)) {
                node_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000001;
              }
              node_.add(
                  input.readMessage(onnx.Onnx.NodeProto.parser(), extensionRegistry));
              break;
            }
            case 18: {
              java.lang.String s = input.readStringRequireUtf8();

              name_ = s;
              break;
            }
            case 42: {
              if (!((mutable_bitField0_ & 0x00000004) == 0x00000004)) {
                initializer_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000004;
              }
              initializer_.add(
                  input.readMessage(onnx.Onnx.TensorProto.parser(), extensionRegistry));
              break;
            }
            case 82: {
              java.lang.String s = input.readStringRequireUtf8();

              docString_ = s;
              break;
            }
            case 90: {
              if (!((mutable_bitField0_ & 0x00000010) == 0x00000010)) {
                input_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000010;
              }
              input_.add(
                  input.readMessage(onnx.Onnx.ValueInfoProto.parser(), extensionRegistry));
              break;
            }
            case 98: {
              if (!((mutable_bitField0_ & 0x00000020) == 0x00000020)) {
                output_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000020;
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              output_.add(
                  input.readMessage(onnx.Onnx.ValueInfoProto.parser(), extensionRegistry));
              break;
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            case 106: {
              if (!((mutable_bitField0_ & 0x00000040) == 0x00000040)) {
                valueInfo_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000040;
              }
              valueInfo_.add(
                  input.readMessage(onnx.Onnx.ValueInfoProto.parser(), extensionRegistry));
              break;
            }
          }
        }
      } catch (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
        throw e.setUnfinishedMessage(this);
      } catch (java.io.IOException e) {
        throw new org.nd4j.shade.protobuf.InvalidProtocolBufferException(
            e).setUnfinishedMessage(this);
      } finally {
        if (((mutable_bitField0_ & 0x00000001) == 0x00000001)) {
          node_ = java.util.Collections.unmodifiableList(node_);
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        if (((mutable_bitField0_ & 0x00000004) == 0x00000004)) {
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        }
        if (((mutable_bitField0_ & 0x00000010) == 0x00000010)) {
          input_ = java.util.Collections.unmodifiableList(input_);
        }
        if (((mutable_bitField0_ & 0x00000020) == 0x00000020)) {
          output_ = java.util.Collections.unmodifiableList(output_);
        }
        if (((mutable_bitField0_ & 0x00000040) == 0x00000040)) {
          valueInfo_ = java.util.Collections.unmodifiableList(valueInfo_);
        }
        this.unknownFields = unknownFields.build();
        makeExtensionsImmutable();
      }
    }
    public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
        getDescriptor() {
      return onnx.Onnx.internal_static_onnx_GraphProto_descriptor;
    }

    protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
        internalGetFieldAccessorTable() {
      return onnx.Onnx.internal_static_onnx_GraphProto_fieldAccessorTable
          .ensureFieldAccessorsInitialized(
              onnx.Onnx.GraphProto.class, onnx.Onnx.GraphProto.Builder.class);
    }

    private int bitField0_;
    public static final int NODE_FIELD_NUMBER = 1;
    private java.util.List node_;
    /**
     * 
     * 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.Onnx.NodeProto getNode(int index) {
      return node_.get(index);
    }
    /**
     * 
     * The nodes in the graph.
     * 
     *
     * repeated .onnx.NodeProto node = 1;
     */
    public onnx.Onnx.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 {
        org.nd4j.shade.protobuf.ByteString bs = 
            (org.nd4j.shade.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        name_ = s;
        return s;
      }
    }
    /**
     * 
     * The name of the graph.
     * 
     *
     * string name = 2;
     */
    public org.nd4j.shade.protobuf.ByteString
        getNameBytes() {
      java.lang.Object ref = name_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        name_ = b;
        return b;
      } else {
        return (org.nd4j.shade.protobuf.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.Onnx.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.Onnx.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) {
        return (java.lang.String) ref;
      } else {
        org.nd4j.shade.protobuf.ByteString bs = 
            (org.nd4j.shade.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        docString_ = s;
        return s;
      }
    }
    /**
     * 
     * A human-readable documentation for this graph. Markdown is allowed.
     * 
     *
     * string doc_string = 10;
     */
    public org.nd4j.shade.protobuf.ByteString
        getDocStringBytes() {
      java.lang.Object ref = docString_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        docString_ = b;
        return b;
      } else {
        return (org.nd4j.shade.protobuf.ByteString) ref;
      }
    }

    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.Onnx.ValueInfoProto getInput(int index) {
      return input_.get(index);
    }
    /**
     * 
     * The inputs and outputs of the graph.
     * 
     *
     * repeated .onnx.ValueInfoProto input = 11;
     */
    public onnx.Onnx.ValueInfoProtoOrBuilder getInputOrBuilder(
        int index) {
      return input_.get(index);
    }

    public static final int OUTPUT_FIELD_NUMBER = 12;
    private java.util.List output_;
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    public java.util.List getOutputList() {
      return output_;
    }
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    public java.util.List 
        getOutputOrBuilderList() {
      return output_;
    }
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    public int getOutputCount() {
      return output_.size();
    }
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    public onnx.Onnx.ValueInfoProto getOutput(int index) {
      return output_.get(index);
    }
    /**
     * repeated .onnx.ValueInfoProto output = 12;
     */
    public onnx.Onnx.ValueInfoProtoOrBuilder getOutputOrBuilder(
        int index) {
      return output_.get(index);
    }

    public static final int VALUE_INFO_FIELD_NUMBER = 13;
    private java.util.List 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 java.util.List getValueInfoList() {
      return 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 java.util.List 
        getValueInfoOrBuilderList() {
      return 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 int getValueInfoCount() {
      return valueInfo_.size();
    }
    /**
     * 
     * 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.Onnx.ValueInfoProto getValueInfo(int index) {
      return valueInfo_.get(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.Onnx.ValueInfoProtoOrBuilder getValueInfoOrBuilder(
        int index) {
      return valueInfo_.get(index);
    }

    private byte memoizedIsInitialized = -1;
    public final boolean isInitialized() {
      byte isInitialized = memoizedIsInitialized;
      if (isInitialized == 1) return true;
      if (isInitialized == 0) return false;

      memoizedIsInitialized = 1;
      return true;
    }

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                        throws java.io.IOException {
      for (int i = 0; i < node_.size(); i++) {
        output.writeMessage(1, node_.get(i));
      }
      if (!getNameBytes().isEmpty()) {
        org.nd4j.shade.protobuf.GeneratedMessageV3.writeString(output, 2, name_);
      }
      for (int i = 0; i < initializer_.size(); i++) {
        output.writeMessage(5, initializer_.get(i));
      }
      if (!getDocStringBytes().isEmpty()) {
        org.nd4j.shade.protobuf.GeneratedMessageV3.writeString(output, 10, docString_);
      }
      for (int i = 0; i < input_.size(); i++) {
        output.writeMessage(11, input_.get(i));
      }
      for (int i = 0; i < output_.size(); i++) {
        output.writeMessage(12, output_.get(i));
      }
      for (int i = 0; i < valueInfo_.size(); i++) {
        output.writeMessage(13, valueInfo_.get(i));
      }
      unknownFields.writeTo(output);
    }

    public int getSerializedSize() {
      int size = memoizedSize;
      if (size != -1) return size;

      size = 0;
      for (int i = 0; i < node_.size(); i++) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeMessageSize(1, node_.get(i));
      }
      if (!getNameBytes().isEmpty()) {
        size += org.nd4j.shade.protobuf.GeneratedMessageV3.computeStringSize(2, name_);
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      for (int i = 0; i < initializer_.size(); i++) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeMessageSize(5, initializer_.get(i));
      }
      if (!getDocStringBytes().isEmpty()) {
        size += org.nd4j.shade.protobuf.GeneratedMessageV3.computeStringSize(10, docString_);
      }
      for (int i = 0; i < input_.size(); i++) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeMessageSize(11, input_.get(i));
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        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeMessageSize(12, output_.get(i));
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      for (int i = 0; i < valueInfo_.size(); i++) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeMessageSize(13, valueInfo_.get(i));
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      size += unknownFields.getSerializedSize();
      memoizedSize = size;
      return size;
    }

    @java.lang.Override
    public boolean equals(final java.lang.Object obj) {
      if (obj == this) {
       return true;
      }
      if (!(obj instanceof onnx.Onnx.GraphProto)) {
        return super.equals(obj);
      }
      onnx.Onnx.GraphProto other = (onnx.Onnx.GraphProto) obj;

      boolean result = true;
      result = result && getNodeList()
          .equals(other.getNodeList());
      result = result && getName()
          .equals(other.getName());
      result = result && getInitializerList()
          .equals(other.getInitializerList());
      result = result && getDocString()
          .equals(other.getDocString());
      result = result && getInputList()
          .equals(other.getInputList());
      result = result && getOutputList()
          .equals(other.getOutputList());
      result = result && getValueInfoList()
          .equals(other.getValueInfoList());
      result = result && unknownFields.equals(other.unknownFields);
      return result;
    }

    @java.lang.Override
    public int hashCode() {
      if (memoizedHashCode != 0) {
        return memoizedHashCode;
      }
      int hash = 41;
      hash = (19 * hash) + getDescriptor().hashCode();
      if (getNodeCount() > 0) {
        hash = (37 * hash) + NODE_FIELD_NUMBER;
        hash = (53 * hash) + getNodeList().hashCode();
      }
      hash = (37 * hash) + NAME_FIELD_NUMBER;
      hash = (53 * hash) + getName().hashCode();
      if (getInitializerCount() > 0) {
        hash = (37 * hash) + INITIALIZER_FIELD_NUMBER;
        hash = (53 * hash) + getInitializerList().hashCode();
      }
      hash = (37 * hash) + DOC_STRING_FIELD_NUMBER;
      hash = (53 * hash) + getDocString().hashCode();
      if (getInputCount() > 0) {
        hash = (37 * hash) + INPUT_FIELD_NUMBER;
        hash = (53 * hash) + getInputList().hashCode();
      }
      if (getOutputCount() > 0) {
        hash = (37 * hash) + OUTPUT_FIELD_NUMBER;
        hash = (53 * hash) + getOutputList().hashCode();
      }
      if (getValueInfoCount() > 0) {
        hash = (37 * hash) + VALUE_INFO_FIELD_NUMBER;
        hash = (53 * hash) + getValueInfoList().hashCode();
      }
      hash = (29 * hash) + unknownFields.hashCode();
      memoizedHashCode = hash;
      return hash;
    }

    public static onnx.Onnx.GraphProto parseFrom(
        java.nio.ByteBuffer data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.GraphProto parseFrom(
        java.nio.ByteBuffer data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
    }
    public static onnx.Onnx.GraphProto parseFrom(
        org.nd4j.shade.protobuf.ByteString data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.GraphProto parseFrom(
        org.nd4j.shade.protobuf.ByteString data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
    }
    public static onnx.Onnx.GraphProto parseFrom(byte[] data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
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       * 
       * The nodes in the graph.
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       *
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        if (nodeBuilder_ == null) {
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          onChanged();
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          nodeBuilder_.setMessage(index, value);
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      /**
       * 
       * The nodes in the graph.
       * 
       *
       * repeated .onnx.NodeProto node = 1;
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        } else {
          nodeBuilder_.setMessage(index, builderForValue.build());
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       * 
       * The nodes in the graph.
       * 
       *
       * repeated .onnx.NodeProto node = 1;
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       * 
       * The nodes in the graph.
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       *
       * repeated .onnx.NodeProto node = 1;
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       * 
       * The nodes in the graph.
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       *
       * repeated .onnx.NodeProto node = 1;
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       * 
       * The nodes in the graph.
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       * 
       * The nodes in the graph.
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       *
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       * 
       * The nodes in the graph.
       * 
       *
       * repeated .onnx.NodeProto node = 1;
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          node_ = java.util.Collections.emptyList();
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      /**
       * 
       * The nodes in the graph.
       * 
       *
       * repeated .onnx.NodeProto node = 1;
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      public Builder removeNode(int index) {
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          ensureNodeIsMutable();
          node_.remove(index);
          onChanged();
        } else {
          nodeBuilder_.remove(index);
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      /**
       * 
       * The nodes in the graph.
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       *
       * repeated .onnx.NodeProto node = 1;
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      /**
       * 
       * The nodes in the graph.
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       * The nodes in the graph.
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       * 
       * The nodes in the graph.
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        name_ = value;
        onChanged();
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      /**
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       * Each TensorProto entry must have a distinct name (within the list) that
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       * 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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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();
          org.nd4j.shade.protobuf.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.Onnx.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.Onnx.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.Onnx.TensorProto.Builder addInitializerBuilder() {
        return getInitializerFieldBuilder().addBuilder(
            onnx.Onnx.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.Onnx.TensorProto.Builder addInitializerBuilder(
          int index) {
        return getInitializerFieldBuilder().addBuilder(
            index, onnx.Onnx.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.TensorProto, onnx.Onnx.TensorProto.Builder, onnx.Onnx.TensorProtoOrBuilder> 
          getInitializerFieldBuilder() {
        if (initializerBuilder_ == null) {
          initializerBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              onnx.Onnx.TensorProto, onnx.Onnx.TensorProto.Builder, onnx.Onnx.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)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.ByteString
          getDocStringBytes() {
        java.lang.Object ref = docString_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          docString_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.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(
          org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.ValueInfoProto, onnx.Onnx.ValueInfoProto.Builder, onnx.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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();
          org.nd4j.shade.protobuf.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.Onnx.ValueInfoProto.Builder getInputBuilder(
          int index) {
        return getInputFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public onnx.Onnx.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.Onnx.ValueInfoProto.Builder addInputBuilder() {
        return getInputFieldBuilder().addBuilder(
            onnx.Onnx.ValueInfoProto.getDefaultInstance());
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public onnx.Onnx.ValueInfoProto.Builder addInputBuilder(
          int index) {
        return getInputFieldBuilder().addBuilder(
            index, onnx.Onnx.ValueInfoProto.getDefaultInstance());
      }
      /**
       * 
       * The inputs and outputs of the graph.
       * 
       *
       * repeated .onnx.ValueInfoProto input = 11;
       */
      public java.util.List 
           getInputBuilderList() {
        return getInputFieldBuilder().getBuilderList();
      }
      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.ValueInfoProto, onnx.Onnx.ValueInfoProto.Builder, onnx.Onnx.ValueInfoProtoOrBuilder> 
          getInputFieldBuilder() {
        if (inputBuilder_ == null) {
          inputBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              onnx.Onnx.ValueInfoProto, onnx.Onnx.ValueInfoProto.Builder, onnx.Onnx.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.ValueInfoProto, onnx.Onnx.ValueInfoProto.Builder, onnx.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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();
          org.nd4j.shade.protobuf.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.Onnx.ValueInfoProto.Builder getOutputBuilder(
          int index) {
        return getOutputFieldBuilder().getBuilder(index);
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public onnx.Onnx.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.Onnx.ValueInfoProto.Builder addOutputBuilder() {
        return getOutputFieldBuilder().addBuilder(
            onnx.Onnx.ValueInfoProto.getDefaultInstance());
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public onnx.Onnx.ValueInfoProto.Builder addOutputBuilder(
          int index) {
        return getOutputFieldBuilder().addBuilder(
            index, onnx.Onnx.ValueInfoProto.getDefaultInstance());
      }
      /**
       * repeated .onnx.ValueInfoProto output = 12;
       */
      public java.util.List 
           getOutputBuilderList() {
        return getOutputFieldBuilder().getBuilderList();
      }
      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.ValueInfoProto, onnx.Onnx.ValueInfoProto.Builder, onnx.Onnx.ValueInfoProtoOrBuilder> 
          getOutputFieldBuilder() {
        if (outputBuilder_ == null) {
          outputBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              onnx.Onnx.ValueInfoProto, onnx.Onnx.ValueInfoProto.Builder, onnx.Onnx.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.ValueInfoProto, onnx.Onnx.ValueInfoProto.Builder, onnx.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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.Onnx.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();
          org.nd4j.shade.protobuf.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.Onnx.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.Onnx.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.Onnx.ValueInfoProto.Builder addValueInfoBuilder() {
        return getValueInfoFieldBuilder().addBuilder(
            onnx.Onnx.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.Onnx.ValueInfoProto.Builder addValueInfoBuilder(
          int index) {
        return getValueInfoFieldBuilder().addBuilder(
            index, onnx.Onnx.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 org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          onnx.Onnx.ValueInfoProto, onnx.Onnx.ValueInfoProto.Builder, onnx.Onnx.ValueInfoProtoOrBuilder> 
          getValueInfoFieldBuilder() {
        if (valueInfoBuilder_ == null) {
          valueInfoBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              onnx.Onnx.ValueInfoProto, onnx.Onnx.ValueInfoProto.Builder, onnx.Onnx.ValueInfoProtoOrBuilder>(
                  valueInfo_,
                  ((bitField0_ & 0x00000040) == 0x00000040),
                  getParentForChildren(),
                  isClean());
          valueInfo_ = null;
        }
        return valueInfoBuilder_;
      }
      public final Builder setUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.mergeUnknownFields(unknownFields);
      }


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

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

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

    private static final org.nd4j.shade.protobuf.Parser
        PARSER = new org.nd4j.shade.protobuf.AbstractParser() {
      public GraphProto parsePartialFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
          throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
        return new GraphProto(input, extensionRegistry);
      }
    };

    public static org.nd4j.shade.protobuf.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public org.nd4j.shade.protobuf.Parser getParserForType() {
      return PARSER;
    }

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

  }

  public interface TensorProtoOrBuilder extends
      // @@protoc_insertion_point(interface_extends:onnx.TensorProto)
      org.nd4j.shade.protobuf.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.Onnx.TensorProto.DataType getDataType();

    /**
     * .onnx.TensorProto.Segment segment = 3;
     */
    boolean hasSegment();
    /**
     * .onnx.TensorProto.Segment segment = 3;
     */
    onnx.Onnx.TensorProto.Segment getSegment();
    /**
     * .onnx.TensorProto.Segment segment = 3;
     */
    onnx.Onnx.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;
     */
    org.nd4j.shade.protobuf.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;
     */
    org.nd4j.shade.protobuf.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;
     */
    org.nd4j.shade.protobuf.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.
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     *
     * bytes raw_data = 9;
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    org.nd4j.shade.protobuf.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]
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     * When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
     * 
     *
     * repeated double double_data = 10 [packed = true];
     */
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    /**
     * 
     * 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]
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     * 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]
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     * 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}
   */
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       * uint16_t
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       * 
       * int16_t
       * 
       *
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      INT16(5),
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       * 
       * int32_t
       * 
       *
       * INT32 = 6;
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      INT32(6),
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       * 
       * int64_t
       * 
       *
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      INT64(7),
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       * 
       * string
       * 
       *
       * STRING = 8;
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      /**
       * 
       * bool
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       *
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       *
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       * 
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       * 
       *
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     * 
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     * 
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    private int bitField0_;
    public static final int DIMS_FIELD_NUMBER = 1;
    private java.util.List dims_;
    /**
     * 
     * The shape of the tensor.
     * 
     *
     * repeated int64 dims = 1;
     */
    public java.util.List
        getDimsList() {
      return dims_;
    }
    /**
     * 
     * The shape of the tensor.
     * 
     *
     * repeated int64 dims = 1;
     */
    public int getDimsCount() {
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    }
    /**
     * 
     * The shape of the tensor.
     * 
     *
     * repeated int64 dims = 1;
     */
    public long getDims(int index) {
      return dims_.get(index);
    }
    private int dimsMemoizedSerializedSize = -1;

    public static final int DATA_TYPE_FIELD_NUMBER = 2;
    private int dataType_;
    /**
     * 
     * 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 onnx.Onnx.TensorProto.DataType getDataType() {
      onnx.Onnx.TensorProto.DataType result = onnx.Onnx.TensorProto.DataType.valueOf(dataType_);
      return result == null ? onnx.Onnx.TensorProto.DataType.UNRECOGNIZED : result;
    }

    public static final int SEGMENT_FIELD_NUMBER = 3;
    private onnx.Onnx.TensorProto.Segment segment_;
    /**
     * .onnx.TensorProto.Segment segment = 3;
     */
    public boolean hasSegment() {
      return segment_ != null;
    }
    /**
     * .onnx.TensorProto.Segment segment = 3;
     */
    public onnx.Onnx.TensorProto.Segment getSegment() {
      return segment_ == null ? onnx.Onnx.TensorProto.Segment.getDefaultInstance() : segment_;
    }
    /**
     * .onnx.TensorProto.Segment segment = 3;
     */
    public onnx.Onnx.TensorProto.SegmentOrBuilder getSegmentOrBuilder() {
      return getSegment();
    }

    public static final int FLOAT_DATA_FIELD_NUMBER = 4;
    private java.util.List 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 java.util.List
        getFloatDataList() {
      return 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);
    }
    private int floatDataMemoizedSerializedSize = -1;

    public static final int INT32_DATA_FIELD_NUMBER = 5;
    private java.util.List 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 java.util.List
        getInt32DataList() {
      return 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);
    }
    private int int32DataMemoizedSerializedSize = -1;

    public static final int STRING_DATA_FIELD_NUMBER = 6;
    private java.util.List 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 java.util.List
        getStringDataList() {
      return 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 org.nd4j.shade.protobuf.ByteString getStringData(int index) {
      return stringData_.get(index);
    }

    public static final int INT64_DATA_FIELD_NUMBER = 7;
    private java.util.List int64Data_;
    /**
     * 
     * 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 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];
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    public long getInt64Data(int index) {
      return int64Data_.get(index);
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    private int int64DataMemoizedSerializedSize = -1;

    public static final int NAME_FIELD_NUMBER = 8;
    private volatile 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) {
        return (java.lang.String) ref;
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        java.lang.String s = bs.toStringUtf8();
        name_ = s;
        return s;
      }
    }
    /**
     * 
     * Optionally, a name for the tensor.
     * 
     *
     * string name = 8;
     */
    public org.nd4j.shade.protobuf.ByteString
        getNameBytes() {
      java.lang.Object ref = name_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        name_ = b;
        return b;
      } else {
        return (org.nd4j.shade.protobuf.ByteString) ref;
      }
    }

    public static final int DOC_STRING_FIELD_NUMBER = 12;
    private volatile 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) {
        return (java.lang.String) ref;
      } else {
        org.nd4j.shade.protobuf.ByteString bs = 
            (org.nd4j.shade.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        docString_ = s;
        return s;
      }
    }
    /**
     * 
     * A human-readable documentation for this tensor. Markdown is allowed.
     * 
     *
     * string doc_string = 12;
     */
    public org.nd4j.shade.protobuf.ByteString
        getDocStringBytes() {
      java.lang.Object ref = docString_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        docString_ = b;
        return b;
      } else {
        return (org.nd4j.shade.protobuf.ByteString) ref;
      }
    }

    public static final int RAW_DATA_FIELD_NUMBER = 9;
    private org.nd4j.shade.protobuf.ByteString 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 org.nd4j.shade.protobuf.ByteString getRawData() {
      return rawData_;
    }

    public static final int DOUBLE_DATA_FIELD_NUMBER = 10;
    private java.util.List 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 java.util.List
        getDoubleDataList() {
      return 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);
    }
    private int doubleDataMemoizedSerializedSize = -1;

    public static final int UINT64_DATA_FIELD_NUMBER = 11;
    private java.util.List uint64Data_;
    /**
     * 
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            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();
        org.nd4j.shade.protobuf.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.Onnx.TensorProto.DataType getDataType() {
        onnx.Onnx.TensorProto.DataType result = onnx.Onnx.TensorProto.DataType.valueOf(dataType_);
        return result == null ? onnx.Onnx.TensorProto.DataType.UNRECOGNIZED : result;
      }
      /**
       * 
       * The data type of the tensor.
       * 
       *
       * .onnx.TensorProto.DataType data_type = 2;
       */
      public Builder setDataType(onnx.Onnx.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.Onnx.TensorProto.Segment segment_ = null;
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.TensorProto.Segment, onnx.Onnx.TensorProto.Segment.Builder, onnx.Onnx.TensorProto.SegmentOrBuilder> segmentBuilder_;
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public boolean hasSegment() {
        return segmentBuilder_ != null || segment_ != null;
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public onnx.Onnx.TensorProto.Segment getSegment() {
        if (segmentBuilder_ == null) {
          return segment_ == null ? onnx.Onnx.TensorProto.Segment.getDefaultInstance() : segment_;
        } else {
          return segmentBuilder_.getMessage();
        }
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public Builder setSegment(onnx.Onnx.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.Onnx.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.Onnx.TensorProto.Segment value) {
        if (segmentBuilder_ == null) {
          if (segment_ != null) {
            segment_ =
              onnx.Onnx.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.Onnx.TensorProto.Segment.Builder getSegmentBuilder() {
        
        onChanged();
        return getSegmentFieldBuilder().getBuilder();
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      public onnx.Onnx.TensorProto.SegmentOrBuilder getSegmentOrBuilder() {
        if (segmentBuilder_ != null) {
          return segmentBuilder_.getMessageOrBuilder();
        } else {
          return segment_ == null ?
              onnx.Onnx.TensorProto.Segment.getDefaultInstance() : segment_;
        }
      }
      /**
       * .onnx.TensorProto.Segment segment = 3;
       */
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.TensorProto.Segment, onnx.Onnx.TensorProto.Segment.Builder, onnx.Onnx.TensorProto.SegmentOrBuilder> 
          getSegmentFieldBuilder() {
        if (segmentBuilder_ == null) {
          segmentBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
              onnx.Onnx.TensorProto.Segment, onnx.Onnx.TensorProto.Segment.Builder, onnx.Onnx.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();
        org.nd4j.shade.protobuf.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();
        org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.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, org.nd4j.shade.protobuf.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(org.nd4j.shade.protobuf.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();
        org.nd4j.shade.protobuf.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();
        org.nd4j.shade.protobuf.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)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.ByteString
          getNameBytes() {
        java.lang.Object ref = name_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          name_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.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(
          org.nd4j.shade.protobuf.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)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.ByteString
          getDocStringBytes() {
        java.lang.Object ref = docString_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          docString_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.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(
          org.nd4j.shade.protobuf.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        docString_ = value;
        onChanged();
        return this;
      }

      private org.nd4j.shade.protobuf.ByteString rawData_ = org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.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(org.nd4j.shade.protobuf.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();
        org.nd4j.shade.protobuf.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();
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       * When this field is present, the data_type field MUST be
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       *
       * repeated uint64 uint64_data = 11 [packed = true];
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      public java.util.List
          getUint64DataList() {
        return java.util.Collections.unmodifiableList(uint64Data_);
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      /**
       * 
       * 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
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       *
       * repeated uint64 uint64_data = 11 [packed = true];
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        return uint64Data_.get(index);
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      /**
       * 
       * For uint64 and uint32 values
       * When this field is present, the data_type field MUST be
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       * 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();
        org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
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        return super.mergeUnknownFields(unknownFields);
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      // @@protoc_insertion_point(builder_scope:onnx.TensorProto)
    }

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

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

    private static final org.nd4j.shade.protobuf.Parser
        PARSER = new org.nd4j.shade.protobuf.AbstractParser() {
      public TensorProto parsePartialFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
          throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
        return new TensorProto(input, extensionRegistry);
      }
    };

    public static org.nd4j.shade.protobuf.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public org.nd4j.shade.protobuf.Parser getParserForType() {
      return PARSER;
    }

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

  }

  public interface TensorShapeProtoOrBuilder extends
      // @@protoc_insertion_point(interface_extends:onnx.TensorShapeProto)
      org.nd4j.shade.protobuf.MessageOrBuilder {

    /**
     * repeated .onnx.TensorShapeProto.Dimension dim = 1;
     */
    java.util.List 
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    /**
     * repeated .onnx.TensorShapeProto.Dimension dim = 1;
     */
    onnx.Onnx.TensorShapeProto.Dimension getDim(int index);
    /**
     * repeated .onnx.TensorShapeProto.Dimension dim = 1;
     */
    int getDimCount();
    /**
     * repeated .onnx.TensorShapeProto.Dimension dim = 1;
     */
    java.util.List 
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    /**
     * repeated .onnx.TensorShapeProto.Dimension dim = 1;
     */
    onnx.Onnx.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
      org.nd4j.shade.protobuf.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:onnx.TensorShapeProto)
      TensorShapeProtoOrBuilder {
  private static final long serialVersionUID = 0L;
    // Use TensorShapeProto.newBuilder() to construct.
    private TensorShapeProto(org.nd4j.shade.protobuf.GeneratedMessageV3.Builder builder) {
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    }
    private TensorShapeProto() {
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    }

    @java.lang.Override
    public final org.nd4j.shade.protobuf.UnknownFieldSet
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      return this.unknownFields;
    }
    private TensorShapeProto(
        org.nd4j.shade.protobuf.CodedInputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      this();
      if (extensionRegistry == null) {
        throw new java.lang.NullPointerException();
      }
      int mutable_bitField0_ = 0;
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              dim_.add(
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      } catch (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
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      } catch (java.io.IOException e) {
        throw new org.nd4j.shade.protobuf.InvalidProtocolBufferException(
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        if (((mutable_bitField0_ & 0x00000001) == 0x00000001)) {
          dim_ = java.util.Collections.unmodifiableList(dim_);
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        this.unknownFields = unknownFields.build();
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      }
    }
    public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
        getDescriptor() {
      return onnx.Onnx.internal_static_onnx_TensorShapeProto_descriptor;
    }

    protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
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    public interface DimensionOrBuilder extends
        // @@protoc_insertion_point(interface_extends:onnx.TensorShapeProto.Dimension)
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       * int64 dim_value = 1;
       */
      long getDimValue();

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       * 
       * namespace Shape
       * 
       *
       * string dim_param = 2;
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      /**
       * 
       * namespace Shape
       * 
       *
       * string dim_param = 2;
       */
      org.nd4j.shade.protobuf.ByteString
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      public onnx.Onnx.TensorShapeProto.Dimension.ValueCase getValueCase();
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    /**
     * Protobuf type {@code onnx.TensorShapeProto.Dimension}
     */
    public  static final class Dimension extends
        org.nd4j.shade.protobuf.GeneratedMessageV3 implements
        // @@protoc_insertion_point(message_implements:onnx.TensorShapeProto.Dimension)
        DimensionOrBuilder {
    private static final long serialVersionUID = 0L;
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      private Dimension(org.nd4j.shade.protobuf.GeneratedMessageV3.Builder builder) {
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      public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
          getDescriptor() {
        return onnx.Onnx.internal_static_onnx_TensorShapeProto_Dimension_descriptor;
      }

      protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
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       *
       * string dim_param = 2;
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      // @@protoc_insertion_point(builder_scope:onnx.TensorShapeProto)
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    // @@protoc_insertion_point(class_scope:onnx.TensorShapeProto)
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        return (Builder) super.clearOneof(oneof);
      }
      public Builder setRepeatedField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          int index, java.lang.Object value) {
        return (Builder) super.setRepeatedField(field, index, value);
      }
      public Builder addRepeatedField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          java.lang.Object value) {
        return (Builder) super.addRepeatedField(field, value);
      }
      public Builder mergeFrom(org.nd4j.shade.protobuf.Message other) {
        if (other instanceof onnx.Onnx.TypeProto) {
          return mergeFrom((onnx.Onnx.TypeProto)other);
        } else {
          super.mergeFrom(other);
          return this;
        }
      }

      public Builder mergeFrom(onnx.Onnx.TypeProto other) {
        if (other == onnx.Onnx.TypeProto.getDefaultInstance()) return this;
        switch (other.getValueCase()) {
          case TENSOR_TYPE: {
            mergeTensorType(other.getTensorType());
            break;
          }
          case VALUE_NOT_SET: {
            break;
          }
        }
        this.mergeUnknownFields(other.unknownFields);
        onChanged();
        return this;
      }

      public final boolean isInitialized() {
        return true;
      }

      public Builder mergeFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
          throws java.io.IOException {
        onnx.Onnx.TypeProto parsedMessage = null;
        try {
          parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry);
        } catch (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
          parsedMessage = (onnx.Onnx.TypeProto) e.getUnfinishedMessage();
          throw e.unwrapIOException();
        } finally {
          if (parsedMessage != null) {
            mergeFrom(parsedMessage);
          }
        }
        return this;
      }
      private int valueCase_ = 0;
      private java.lang.Object value_;
      public ValueCase
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      public Builder clearValue() {
        valueCase_ = 0;
        value_ = null;
        onChanged();
        return this;
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      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.TypeProto.Tensor, onnx.Onnx.TypeProto.Tensor.Builder, onnx.Onnx.TypeProto.TensorOrBuilder> tensorTypeBuilder_;
      /**
       * 
       * The type of a tensor.
       * 
       *
       * .onnx.TypeProto.Tensor tensor_type = 1;
       */
      public boolean hasTensorType() {
        return valueCase_ == 1;
      }
      /**
       * 
       * The type of a tensor.
       * 
       *
       * .onnx.TypeProto.Tensor tensor_type = 1;
       */
      public onnx.Onnx.TypeProto.Tensor getTensorType() {
        if (tensorTypeBuilder_ == null) {
          if (valueCase_ == 1) {
            return (onnx.Onnx.TypeProto.Tensor) value_;
          }
          return onnx.Onnx.TypeProto.Tensor.getDefaultInstance();
        } else {
          if (valueCase_ == 1) {
            return tensorTypeBuilder_.getMessage();
          }
          return onnx.Onnx.TypeProto.Tensor.getDefaultInstance();
        }
      }
      /**
       * 
       * The type of a tensor.
       * 
       *
       * .onnx.TypeProto.Tensor tensor_type = 1;
       */
      public Builder setTensorType(onnx.Onnx.TypeProto.Tensor value) {
        if (tensorTypeBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          value_ = value;
          onChanged();
        } else {
          tensorTypeBuilder_.setMessage(value);
        }
        valueCase_ = 1;
        return this;
      }
      /**
       * 
       * The type of a tensor.
       * 
       *
       * .onnx.TypeProto.Tensor tensor_type = 1;
       */
      public Builder setTensorType(
          onnx.Onnx.TypeProto.Tensor.Builder builderForValue) {
        if (tensorTypeBuilder_ == null) {
          value_ = builderForValue.build();
          onChanged();
        } else {
          tensorTypeBuilder_.setMessage(builderForValue.build());
        }
        valueCase_ = 1;
        return this;
      }
      /**
       * 
       * The type of a tensor.
       * 
       *
       * .onnx.TypeProto.Tensor tensor_type = 1;
       */
      public Builder mergeTensorType(onnx.Onnx.TypeProto.Tensor value) {
        if (tensorTypeBuilder_ == null) {
          if (valueCase_ == 1 &&
              value_ != onnx.Onnx.TypeProto.Tensor.getDefaultInstance()) {
            value_ = onnx.Onnx.TypeProto.Tensor.newBuilder((onnx.Onnx.TypeProto.Tensor) value_)
                .mergeFrom(value).buildPartial();
          } else {
            value_ = value;
          }
          onChanged();
        } else {
          if (valueCase_ == 1) {
            tensorTypeBuilder_.mergeFrom(value);
          }
          tensorTypeBuilder_.setMessage(value);
        }
        valueCase_ = 1;
        return this;
      }
      /**
       * 
       * The type of a tensor.
       * 
       *
       * .onnx.TypeProto.Tensor tensor_type = 1;
       */
      public Builder clearTensorType() {
        if (tensorTypeBuilder_ == null) {
          if (valueCase_ == 1) {
            valueCase_ = 0;
            value_ = null;
            onChanged();
          }
        } else {
          if (valueCase_ == 1) {
            valueCase_ = 0;
            value_ = null;
          }
          tensorTypeBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * The type of a tensor.
       * 
       *
       * .onnx.TypeProto.Tensor tensor_type = 1;
       */
      public onnx.Onnx.TypeProto.Tensor.Builder getTensorTypeBuilder() {
        return getTensorTypeFieldBuilder().getBuilder();
      }
      /**
       * 
       * The type of a tensor.
       * 
       *
       * .onnx.TypeProto.Tensor tensor_type = 1;
       */
      public onnx.Onnx.TypeProto.TensorOrBuilder getTensorTypeOrBuilder() {
        if ((valueCase_ == 1) && (tensorTypeBuilder_ != null)) {
          return tensorTypeBuilder_.getMessageOrBuilder();
        } else {
          if (valueCase_ == 1) {
            return (onnx.Onnx.TypeProto.Tensor) value_;
          }
          return onnx.Onnx.TypeProto.Tensor.getDefaultInstance();
        }
      }
      /**
       * 
       * The type of a tensor.
       * 
       *
       * .onnx.TypeProto.Tensor tensor_type = 1;
       */
      private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
          onnx.Onnx.TypeProto.Tensor, onnx.Onnx.TypeProto.Tensor.Builder, onnx.Onnx.TypeProto.TensorOrBuilder> 
          getTensorTypeFieldBuilder() {
        if (tensorTypeBuilder_ == null) {
          if (!(valueCase_ == 1)) {
            value_ = onnx.Onnx.TypeProto.Tensor.getDefaultInstance();
          }
          tensorTypeBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
              onnx.Onnx.TypeProto.Tensor, onnx.Onnx.TypeProto.Tensor.Builder, onnx.Onnx.TypeProto.TensorOrBuilder>(
                  (onnx.Onnx.TypeProto.Tensor) value_,
                  getParentForChildren(),
                  isClean());
          value_ = null;
        }
        valueCase_ = 1;
        onChanged();;
        return tensorTypeBuilder_;
      }
      public final Builder setUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.mergeUnknownFields(unknownFields);
      }


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

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

    public static onnx.Onnx.TypeProto getDefaultInstance() {
      return DEFAULT_INSTANCE;
    }

    private static final org.nd4j.shade.protobuf.Parser
        PARSER = new org.nd4j.shade.protobuf.AbstractParser() {
      public TypeProto parsePartialFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
          throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
        return new TypeProto(input, extensionRegistry);
      }
    };

    public static org.nd4j.shade.protobuf.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public org.nd4j.shade.protobuf.Parser getParserForType() {
      return PARSER;
    }

    public onnx.Onnx.TypeProto getDefaultInstanceForType() {
      return DEFAULT_INSTANCE;
    }

  }

  public interface OperatorSetIdProtoOrBuilder extends
      // @@protoc_insertion_point(interface_extends:onnx.OperatorSetIdProto)
      org.nd4j.shade.protobuf.MessageOrBuilder {

    /**
     * 
     * The domain of the operator set being identified.
     * The empty string ("") or absence of this field implies the operator
     * set that is defined as part of the ONNX specification.
     * This field MUST be present in this version of the IR when referring to any other operator set.
     * 
     *
     * string domain = 1;
     */
    java.lang.String getDomain();
    /**
     * 
     * The domain of the operator set being identified.
     * The empty string ("") or absence of this field implies the operator
     * set that is defined as part of the ONNX specification.
     * This field MUST be present in this version of the IR when referring to any other operator set.
     * 
     *
     * string domain = 1;
     */
    org.nd4j.shade.protobuf.ByteString
        getDomainBytes();

    /**
     * 
     * The version of the operator set being identified.
     * This field MUST be present in this version of the IR.
     * 
     *
     * int64 version = 2;
     */
    long getVersion();
  }
  /**
   * 
   * OperatorSets are uniquely identified by a (domain, opset_version) pair.
   * 
   *
   * Protobuf type {@code onnx.OperatorSetIdProto}
   */
  public  static final class OperatorSetIdProto extends
      org.nd4j.shade.protobuf.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:onnx.OperatorSetIdProto)
      OperatorSetIdProtoOrBuilder {
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    private OperatorSetIdProto(org.nd4j.shade.protobuf.GeneratedMessageV3.Builder builder) {
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    private OperatorSetIdProto() {
      domain_ = "";
      version_ = 0L;
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    @java.lang.Override
    public final org.nd4j.shade.protobuf.UnknownFieldSet
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    private OperatorSetIdProto(
        org.nd4j.shade.protobuf.CodedInputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      this();
      if (extensionRegistry == null) {
        throw new java.lang.NullPointerException();
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      int mutable_bitField0_ = 0;
      org.nd4j.shade.protobuf.UnknownFieldSet.Builder unknownFields =
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          int tag = input.readTag();
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              break;
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            case 10: {
              java.lang.String s = input.readStringRequireUtf8();

              domain_ = s;
              break;
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            case 16: {

              version_ = input.readInt64();
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        }
      } catch (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
        throw e.setUnfinishedMessage(this);
      } catch (java.io.IOException e) {
        throw new org.nd4j.shade.protobuf.InvalidProtocolBufferException(
            e).setUnfinishedMessage(this);
      } finally {
        this.unknownFields = unknownFields.build();
        makeExtensionsImmutable();
      }
    }
    public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
        getDescriptor() {
      return onnx.Onnx.internal_static_onnx_OperatorSetIdProto_descriptor;
    }

    protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
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    public static final int DOMAIN_FIELD_NUMBER = 1;
    private volatile java.lang.Object domain_;
    /**
     * 
     * The domain of the operator set being identified.
     * The empty string ("") or absence of this field implies the operator
     * set that is defined as part of the ONNX specification.
     * This field MUST be present in this version of the IR when referring to any other operator set.
     * 
     *
     * string domain = 1;
     */
    public java.lang.String getDomain() {
      java.lang.Object ref = domain_;
      if (ref instanceof java.lang.String) {
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        org.nd4j.shade.protobuf.ByteString bs = 
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        java.lang.String s = bs.toStringUtf8();
        domain_ = s;
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    /**
     * 
     * The domain of the operator set being identified.
     * The empty string ("") or absence of this field implies the operator
     * set that is defined as part of the ONNX specification.
     * This field MUST be present in this version of the IR when referring to any other operator set.
     * 
     *
     * string domain = 1;
     */
    public org.nd4j.shade.protobuf.ByteString
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      java.lang.Object ref = domain_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
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        domain_ = b;
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        return (org.nd4j.shade.protobuf.ByteString) ref;
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    public static final int VERSION_FIELD_NUMBER = 2;
    private long version_;
    /**
     * 
     * The version of the operator set being identified.
     * This field MUST be present in this version of the IR.
     * 
     *
     * int64 version = 2;
     */
    public long getVersion() {
      return version_;
    }

    private byte memoizedIsInitialized = -1;
    public final boolean isInitialized() {
      byte isInitialized = memoizedIsInitialized;
      if (isInitialized == 1) return true;
      if (isInitialized == 0) return false;

      memoizedIsInitialized = 1;
      return true;
    }

    public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)
                        throws java.io.IOException {
      if (!getDomainBytes().isEmpty()) {
        org.nd4j.shade.protobuf.GeneratedMessageV3.writeString(output, 1, domain_);
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    @java.lang.Override
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      if (obj == this) {
       return true;
      }
      if (!(obj instanceof onnx.Onnx.OperatorSetIdProto)) {
        return super.equals(obj);
      }
      onnx.Onnx.OperatorSetIdProto other = (onnx.Onnx.OperatorSetIdProto) obj;

      boolean result = true;
      result = result && getDomain()
          .equals(other.getDomain());
      result = result && (getVersion()
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      result = result && unknownFields.equals(other.unknownFields);
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    @java.lang.Override
    public int hashCode() {
      if (memoizedHashCode != 0) {
        return memoizedHashCode;
      }
      int hash = 41;
      hash = (19 * hash) + getDescriptor().hashCode();
      hash = (37 * hash) + DOMAIN_FIELD_NUMBER;
      hash = (53 * hash) + getDomain().hashCode();
      hash = (37 * hash) + VERSION_FIELD_NUMBER;
      hash = (53 * hash) + org.nd4j.shade.protobuf.Internal.hashLong(
          getVersion());
      hash = (29 * hash) + unknownFields.hashCode();
      memoizedHashCode = hash;
      return hash;
    }

    public static onnx.Onnx.OperatorSetIdProto parseFrom(
        java.nio.ByteBuffer data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.OperatorSetIdProto parseFrom(
        java.nio.ByteBuffer data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
    }
    public static onnx.Onnx.OperatorSetIdProto parseFrom(
        org.nd4j.shade.protobuf.ByteString data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.OperatorSetIdProto parseFrom(
        org.nd4j.shade.protobuf.ByteString data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
    }
    public static onnx.Onnx.OperatorSetIdProto parseFrom(byte[] data)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data);
    }
    public static onnx.Onnx.OperatorSetIdProto parseFrom(
        byte[] data,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
      return PARSER.parseFrom(data, extensionRegistry);
    }
    public static onnx.Onnx.OperatorSetIdProto parseFrom(java.io.InputStream input)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input);
    }
    public static onnx.Onnx.OperatorSetIdProto parseFrom(
        java.io.InputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input, extensionRegistry);
    }
    public static onnx.Onnx.OperatorSetIdProto parseDelimitedFrom(java.io.InputStream input)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseDelimitedWithIOException(PARSER, input);
    }
    public static onnx.Onnx.OperatorSetIdProto parseDelimitedFrom(
        java.io.InputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseDelimitedWithIOException(PARSER, input, extensionRegistry);
    }
    public static onnx.Onnx.OperatorSetIdProto parseFrom(
        org.nd4j.shade.protobuf.CodedInputStream input)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input);
    }
    public static onnx.Onnx.OperatorSetIdProto parseFrom(
        org.nd4j.shade.protobuf.CodedInputStream input,
        org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
        throws java.io.IOException {
      return org.nd4j.shade.protobuf.GeneratedMessageV3
          .parseWithIOException(PARSER, input, extensionRegistry);
    }

    public Builder newBuilderForType() { return newBuilder(); }
    public static Builder newBuilder() {
      return DEFAULT_INSTANCE.toBuilder();
    }
    public static Builder newBuilder(onnx.Onnx.OperatorSetIdProto prototype) {
      return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype);
    }
    public Builder toBuilder() {
      return this == DEFAULT_INSTANCE
          ? new Builder() : new Builder().mergeFrom(this);
    }

    @java.lang.Override
    protected Builder newBuilderForType(
        org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent) {
      Builder builder = new Builder(parent);
      return builder;
    }
    /**
     * 
     * OperatorSets are uniquely identified by a (domain, opset_version) pair.
     * 
     *
     * Protobuf type {@code onnx.OperatorSetIdProto}
     */
    public static final class Builder extends
        org.nd4j.shade.protobuf.GeneratedMessageV3.Builder implements
        // @@protoc_insertion_point(builder_implements:onnx.OperatorSetIdProto)
        onnx.Onnx.OperatorSetIdProtoOrBuilder {
      public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
          getDescriptor() {
        return onnx.Onnx.internal_static_onnx_OperatorSetIdProto_descriptor;
      }

      protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
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        return onnx.Onnx.internal_static_onnx_OperatorSetIdProto_fieldAccessorTable
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      // Construct using onnx.Onnx.OperatorSetIdProto.newBuilder()
      private Builder() {
        maybeForceBuilderInitialization();
      }

      private Builder(
          org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent) {
        super(parent);
        maybeForceBuilderInitialization();
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      private void maybeForceBuilderInitialization() {
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                .alwaysUseFieldBuilders) {
        }
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      public Builder clear() {
        super.clear();
        domain_ = "";

        version_ = 0L;

        return this;
      }

      public org.nd4j.shade.protobuf.Descriptors.Descriptor
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        return onnx.Onnx.internal_static_onnx_OperatorSetIdProto_descriptor;
      }

      public onnx.Onnx.OperatorSetIdProto getDefaultInstanceForType() {
        return onnx.Onnx.OperatorSetIdProto.getDefaultInstance();
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      public onnx.Onnx.OperatorSetIdProto build() {
        onnx.Onnx.OperatorSetIdProto result = buildPartial();
        if (!result.isInitialized()) {
          throw newUninitializedMessageException(result);
        }
        return result;
      }

      public onnx.Onnx.OperatorSetIdProto buildPartial() {
        onnx.Onnx.OperatorSetIdProto result = new onnx.Onnx.OperatorSetIdProto(this);
        result.domain_ = domain_;
        result.version_ = version_;
        onBuilt();
        return result;
      }

      public Builder clone() {
        return (Builder) super.clone();
      }
      public Builder setField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          java.lang.Object value) {
        return (Builder) super.setField(field, value);
      }
      public Builder clearField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field) {
        return (Builder) super.clearField(field);
      }
      public Builder clearOneof(
          org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof) {
        return (Builder) super.clearOneof(oneof);
      }
      public Builder setRepeatedField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          int index, java.lang.Object value) {
        return (Builder) super.setRepeatedField(field, index, value);
      }
      public Builder addRepeatedField(
          org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
          java.lang.Object value) {
        return (Builder) super.addRepeatedField(field, value);
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      public Builder mergeFrom(org.nd4j.shade.protobuf.Message other) {
        if (other instanceof onnx.Onnx.OperatorSetIdProto) {
          return mergeFrom((onnx.Onnx.OperatorSetIdProto)other);
        } else {
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          return this;
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      public Builder mergeFrom(onnx.Onnx.OperatorSetIdProto other) {
        if (other == onnx.Onnx.OperatorSetIdProto.getDefaultInstance()) return this;
        if (!other.getDomain().isEmpty()) {
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          onChanged();
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      public Builder mergeFrom(
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          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
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        onnx.Onnx.OperatorSetIdProto parsedMessage = null;
        try {
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        } catch (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
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            mergeFrom(parsedMessage);
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        }
        return this;
      }

      private java.lang.Object domain_ = "";
      /**
       * 
       * The domain of the operator set being identified.
       * The empty string ("") or absence of this field implies the operator
       * set that is defined as part of the ONNX specification.
       * This field MUST be present in this version of the IR when referring to any other operator set.
       * 
       *
       * string domain = 1;
       */
      public java.lang.String getDomain() {
        java.lang.Object ref = domain_;
        if (!(ref instanceof java.lang.String)) {
          org.nd4j.shade.protobuf.ByteString bs =
              (org.nd4j.shade.protobuf.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          domain_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       * 
       * The domain of the operator set being identified.
       * The empty string ("") or absence of this field implies the operator
       * set that is defined as part of the ONNX specification.
       * This field MUST be present in this version of the IR when referring to any other operator set.
       * 
       *
       * string domain = 1;
       */
      public org.nd4j.shade.protobuf.ByteString
          getDomainBytes() {
        java.lang.Object ref = domain_;
        if (ref instanceof String) {
          org.nd4j.shade.protobuf.ByteString b = 
              org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          domain_ = b;
          return b;
        } else {
          return (org.nd4j.shade.protobuf.ByteString) ref;
        }
      }
      /**
       * 
       * The domain of the operator set being identified.
       * The empty string ("") or absence of this field implies the operator
       * set that is defined as part of the ONNX specification.
       * This field MUST be present in this version of the IR when referring to any other operator set.
       * 
       *
       * string domain = 1;
       */
      public Builder setDomain(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        domain_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * The domain of the operator set being identified.
       * The empty string ("") or absence of this field implies the operator
       * set that is defined as part of the ONNX specification.
       * This field MUST be present in this version of the IR when referring to any other operator set.
       * 
       *
       * string domain = 1;
       */
      public Builder clearDomain() {
        
        domain_ = getDefaultInstance().getDomain();
        onChanged();
        return this;
      }
      /**
       * 
       * The domain of the operator set being identified.
       * The empty string ("") or absence of this field implies the operator
       * set that is defined as part of the ONNX specification.
       * This field MUST be present in this version of the IR when referring to any other operator set.
       * 
       *
       * string domain = 1;
       */
      public Builder setDomainBytes(
          org.nd4j.shade.protobuf.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        domain_ = value;
        onChanged();
        return this;
      }

      private long version_ ;
      /**
       * 
       * The version of the operator set being identified.
       * This field MUST be present in this version of the IR.
       * 
       *
       * int64 version = 2;
       */
      public long getVersion() {
        return version_;
      }
      /**
       * 
       * The version of the operator set being identified.
       * This field MUST be present in this version of the IR.
       * 
       *
       * int64 version = 2;
       */
      public Builder setVersion(long value) {
        
        version_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * The version of the operator set being identified.
       * This field MUST be present in this version of the IR.
       * 
       *
       * int64 version = 2;
       */
      public Builder clearVersion() {
        
        version_ = 0L;
        onChanged();
        return this;
      }
      public final Builder setUnknownFields(
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        return super.setUnknownFieldsProto3(unknownFields);
      }

      public final Builder mergeUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.mergeUnknownFields(unknownFields);
      }


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

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

    public static onnx.Onnx.OperatorSetIdProto getDefaultInstance() {
      return DEFAULT_INSTANCE;
    }

    private static final org.nd4j.shade.protobuf.Parser
        PARSER = new org.nd4j.shade.protobuf.AbstractParser() {
      public OperatorSetIdProto parsePartialFrom(
          org.nd4j.shade.protobuf.CodedInputStream input,
          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
          throws org.nd4j.shade.protobuf.InvalidProtocolBufferException {
        return new OperatorSetIdProto(input, extensionRegistry);
      }
    };

    public static org.nd4j.shade.protobuf.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public org.nd4j.shade.protobuf.Parser getParserForType() {
      return PARSER;
    }

    public onnx.Onnx.OperatorSetIdProto getDefaultInstanceForType() {
      return DEFAULT_INSTANCE;
    }

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  // @@protoc_insertion_point(outer_class_scope)
}