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• AttrValue.java

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org.tensorflow.framework.AttrValue Maven / Gradle / Ivy

// Generated by the protocol buffer compiler.  DO NOT EDIT!
// source: tensorflow/core/framework/attr_value.proto

package org.tensorflow.framework;

/**
 * 
 * Protocol buffer representing the value for an attr used to configure an Op.
 * Comment indicates the corresponding attr type.  Only the field matching the
 * attr type may be filled.
 * 
 *
 * Protobuf type {@code tensorflow.AttrValue}
 */
public  final class AttrValue extends
    org.nd4j.shade.protobuf.GeneratedMessageV3 implements
    // @@protoc_insertion_point(message_implements:tensorflow.AttrValue)
    AttrValueOrBuilder {
private static final long serialVersionUID = 0L;
  // Use AttrValue.newBuilder() to construct.
  private AttrValue(org.nd4j.shade.protobuf.GeneratedMessageV3.Builder builder) {
    super(builder);
  }
  private AttrValue() {
  }

  @java.lang.Override
  @SuppressWarnings({"unused"})
  protected java.lang.Object newInstance(
      UnusedPrivateParameter unused) {
    return new AttrValue();
  }

  @java.lang.Override
  public final org.nd4j.shade.protobuf.UnknownFieldSet
  getUnknownFields() {
    return this.unknownFields;
  }
  private AttrValue(
      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();
    }
    org.nd4j.shade.protobuf.UnknownFieldSet.Builder unknownFields =
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            done = true;
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          case 10: {
            org.tensorflow.framework.AttrValue.ListValue.Builder subBuilder = null;
            if (valueCase_ == 1) {
              subBuilder = ((org.tensorflow.framework.AttrValue.ListValue) value_).toBuilder();
            }
            value_ =
                input.readMessage(org.tensorflow.framework.AttrValue.ListValue.parser(), extensionRegistry);
            if (subBuilder != null) {
              subBuilder.mergeFrom((org.tensorflow.framework.AttrValue.ListValue) value_);
              value_ = subBuilder.buildPartial();
            }
            valueCase_ = 1;
            break;
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            value_ = rawValue;
            break;
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            org.tensorflow.framework.TensorShapeProto.Builder subBuilder = null;
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              subBuilder = ((org.tensorflow.framework.TensorShapeProto) value_).toBuilder();
            }
            value_ =
                input.readMessage(org.tensorflow.framework.TensorShapeProto.parser(), extensionRegistry);
            if (subBuilder != null) {
              subBuilder.mergeFrom((org.tensorflow.framework.TensorShapeProto) value_);
              value_ = subBuilder.buildPartial();
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            valueCase_ = 7;
            break;
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          case 82: {
            org.tensorflow.framework.NameAttrList.Builder subBuilder = null;
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    } catch (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
      throw e.setUnfinishedMessage(this);
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      throw new org.nd4j.shade.protobuf.InvalidProtocolBufferException(
          e).setUnfinishedMessage(this);
    } finally {
      this.unknownFields = unknownFields.build();
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    }
  }
  public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
      getDescriptor() {
    return org.tensorflow.framework.AttrValueProtos.internal_static_tensorflow_AttrValue_descriptor;
  }

  @java.lang.Override
  protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
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  }

  public interface ListValueOrBuilder extends
      // @@protoc_insertion_point(interface_extends:tensorflow.AttrValue.ListValue)
      org.nd4j.shade.protobuf.MessageOrBuilder {

    /**
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    java.util.List getSList();
    /**
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     * "list(string)"
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    int getSCount();
    /**
     * 
     * "list(string)"
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    org.nd4j.shade.protobuf.ByteString getS(int index);

    /**
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     * repeated int64 i = 3 [packed = true];
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    java.util.List getIList();
    /**
     * 
     * "list(int)"
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     * repeated int64 i = 3 [packed = true];
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    int getICount();
    /**
     * 
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    long getI(int index);

    /**
     * 
     * "list(float)"
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     * repeated float f = 4 [packed = true];
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    java.util.List getFList();
    /**
     * 
     * "list(float)"
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     */
    int getFCount();
    /**
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     * "list(float)"
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     */
    float getF(int index);

    /**
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     * repeated bool b = 5 [packed = true];
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    java.util.List getBList();
    /**
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     * "list(bool)"
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     * repeated bool b = 5 [packed = true];
     */
    int getBCount();
    /**
     * 
     * "list(bool)"
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     *
     * repeated bool b = 5 [packed = true];
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    boolean getB(int index);

    /**
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     */
    java.util.List getTypeList();
    /**
     * 
     * "list(type)"
     * 
     *
     * repeated .tensorflow.DataType type = 6 [packed = true];
     */
    int getTypeCount();
    /**
     * 
     * "list(type)"
     * 
     *
     * repeated .tensorflow.DataType type = 6 [packed = true];
     */
    org.tensorflow.framework.DataType getType(int index);
    /**
     * 
     * "list(type)"
     * 
     *
     * repeated .tensorflow.DataType type = 6 [packed = true];
     */
    java.util.List
    getTypeValueList();
    /**
     * 
     * "list(type)"
     * 
     *
     * repeated .tensorflow.DataType type = 6 [packed = true];
     */
    int getTypeValue(int index);

    /**
     * 
     * "list(shape)"
     * 
     *
     * repeated .tensorflow.TensorShapeProto shape = 7;
     */
    java.util.List 
        getShapeList();
    /**
     * 
     * "list(shape)"
     * 
     *
     * repeated .tensorflow.TensorShapeProto shape = 7;
     */
    org.tensorflow.framework.TensorShapeProto getShape(int index);
    /**
     * 
     * "list(shape)"
     * 
     *
     * repeated .tensorflow.TensorShapeProto shape = 7;
     */
    int getShapeCount();
    /**
     * 
     * "list(shape)"
     * 
     *
     * repeated .tensorflow.TensorShapeProto shape = 7;
     */
    java.util.List 
        getShapeOrBuilderList();
    /**
     * 
     * "list(shape)"
     * 
     *
     * repeated .tensorflow.TensorShapeProto shape = 7;
     */
    org.tensorflow.framework.TensorShapeProtoOrBuilder getShapeOrBuilder(
        int index);

    /**
     * 
     * "list(tensor)"
     * 
     *
     * repeated .tensorflow.TensorProto tensor = 8;
     */
    java.util.List 
        getTensorList();
    /**
     * 
     * "list(tensor)"
     * 
     *
     * repeated .tensorflow.TensorProto tensor = 8;
     */
    org.tensorflow.framework.TensorProto getTensor(int index);
    /**
     * 
     * "list(tensor)"
     * 
     *
     * repeated .tensorflow.TensorProto tensor = 8;
     */
    int getTensorCount();
    /**
     * 
     * "list(tensor)"
     * 
     *
     * repeated .tensorflow.TensorProto tensor = 8;
     */
    java.util.List 
        getTensorOrBuilderList();
    /**
     * 
     * "list(tensor)"
     * 
     *
     * repeated .tensorflow.TensorProto tensor = 8;
     */
    org.tensorflow.framework.TensorProtoOrBuilder getTensorOrBuilder(
        int index);

    /**
     * 
     * "list(attr)"
     * 
     *
     * repeated .tensorflow.NameAttrList func = 9;
     */
    java.util.List 
        getFuncList();
    /**
     * 
     * "list(attr)"
     * 
     *
     * repeated .tensorflow.NameAttrList func = 9;
     */
    org.tensorflow.framework.NameAttrList getFunc(int index);
    /**
     * 
     * "list(attr)"
     * 
     *
     * repeated .tensorflow.NameAttrList func = 9;
     */
    int getFuncCount();
    /**
     * 
     * "list(attr)"
     * 
     *
     * repeated .tensorflow.NameAttrList func = 9;
     */
    java.util.List 
        getFuncOrBuilderList();
    /**
     * 
     * "list(attr)"
     * 
     *
     * repeated .tensorflow.NameAttrList func = 9;
     */
    org.tensorflow.framework.NameAttrListOrBuilder getFuncOrBuilder(
        int index);
  }
  /**
   * 
   * LINT.IfChange
   * 
   *
   * Protobuf type {@code tensorflow.AttrValue.ListValue}
   */
  public  static final class ListValue extends
      org.nd4j.shade.protobuf.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:tensorflow.AttrValue.ListValue)
      ListValueOrBuilder {
  private static final long serialVersionUID = 0L;
    // Use ListValue.newBuilder() to construct.
    private ListValue(org.nd4j.shade.protobuf.GeneratedMessageV3.Builder builder) {
      super(builder);
    }
    private ListValue() {
      s_ = java.util.Collections.emptyList();
      i_ = emptyLongList();
      f_ = emptyFloatList();
      b_ = emptyBooleanList();
      type_ = java.util.Collections.emptyList();
      shape_ = java.util.Collections.emptyList();
      tensor_ = java.util.Collections.emptyList();
      func_ = java.util.Collections.emptyList();
    }

    @java.lang.Override
    @SuppressWarnings({"unused"})
    protected java.lang.Object newInstance(
        UnusedPrivateParameter unused) {
      return new ListValue();
    }

    @java.lang.Override
    public final org.nd4j.shade.protobuf.UnknownFieldSet
    getUnknownFields() {
      return this.unknownFields;
    }
    private ListValue(
        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 =
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      try {
        boolean done = false;
        while (!done) {
          int tag = input.readTag();
          switch (tag) {
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              done = true;
              break;
            case 18: {
              if (!((mutable_bitField0_ & 0x00000001) != 0)) {
                s_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000001;
              }
              s_.add(input.readBytes());
              break;
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            case 24: {
              if (!((mutable_bitField0_ & 0x00000002) != 0)) {
                i_ = newLongList();
                mutable_bitField0_ |= 0x00000002;
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              i_.addLong(input.readInt64());
              break;
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              int length = input.readRawVarint32();
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              f_.addFloat(input.readFloat());
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              int length = input.readRawVarint32();
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                mutable_bitField0_ |= 0x00000008;
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              b_.addBoolean(input.readBool());
              break;
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              int length = input.readRawVarint32();
              int limit = input.pushLimit(length);
              if (!((mutable_bitField0_ & 0x00000008) != 0) && input.getBytesUntilLimit() > 0) {
                b_ = newBooleanList();
                mutable_bitField0_ |= 0x00000008;
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              while (input.getBytesUntilLimit() > 0) {
                b_.addBoolean(input.readBool());
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              input.popLimit(limit);
              break;
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            case 48: {
              int rawValue = input.readEnum();
              if (!((mutable_bitField0_ & 0x00000010) != 0)) {
                type_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000010;
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              type_.add(rawValue);
              break;
            }
            case 50: {
              int length = input.readRawVarint32();
              int oldLimit = input.pushLimit(length);
              while(input.getBytesUntilLimit() > 0) {
                int rawValue = input.readEnum();
                if (!((mutable_bitField0_ & 0x00000010) != 0)) {
                  type_ = new java.util.ArrayList();
                  mutable_bitField0_ |= 0x00000010;
                }
                type_.add(rawValue);
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              input.popLimit(oldLimit);
              break;
            }
            case 58: {
              if (!((mutable_bitField0_ & 0x00000020) != 0)) {
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                mutable_bitField0_ |= 0x00000020;
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              shape_.add(
                  input.readMessage(org.tensorflow.framework.TensorShapeProto.parser(), extensionRegistry));
              break;
            }
            case 66: {
              if (!((mutable_bitField0_ & 0x00000040) != 0)) {
                tensor_ = new java.util.ArrayList();
                mutable_bitField0_ |= 0x00000040;
              }
              tensor_.add(
                  input.readMessage(org.tensorflow.framework.TensorProto.parser(), extensionRegistry));
              break;
            }
            case 74: {
              if (!((mutable_bitField0_ & 0x00000080) != 0)) {
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                mutable_bitField0_ |= 0x00000080;
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              func_.add(
                  input.readMessage(org.tensorflow.framework.NameAttrList.parser(), extensionRegistry));
              break;
            }
            default: {
              if (!parseUnknownField(
                  input, unknownFields, extensionRegistry, tag)) {
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              break;
            }
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          i_.makeImmutable(); // C
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        if (((mutable_bitField0_ & 0x00000004) != 0)) {
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        if (((mutable_bitField0_ & 0x00000008) != 0)) {
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        if (((mutable_bitField0_ & 0x00000010) != 0)) {
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        if (((mutable_bitField0_ & 0x00000020) != 0)) {
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        if (((mutable_bitField0_ & 0x00000040) != 0)) {
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    public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
        getDescriptor() {
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    }

    @java.lang.Override
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    /**
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    /**
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    /**
     * 
     * "list(int)"
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     * repeated int64 i = 3 [packed = true];
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    public long getI(int index) {
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    private int iMemoizedSerializedSize = -1;

    public static final int F_FIELD_NUMBER = 4;
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    /**
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     * repeated float f = 4 [packed = true];
     */
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    /**
     * 
     * "list(float)"
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     *
     * repeated float f = 4 [packed = true];
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    /**
     * 
     * "list(float)"
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     *
     * repeated float f = 4 [packed = true];
     */
    public float getF(int index) {
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    private int fMemoizedSerializedSize = -1;

    public static final int B_FIELD_NUMBER = 5;
    private org.nd4j.shade.protobuf.Internal.BooleanList b_;
    /**
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     *
     * repeated bool b = 5 [packed = true];
     */
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    /**
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    /**
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    }
    private int bMemoizedSerializedSize = -1;

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    private static final org.nd4j.shade.protobuf.Internal.ListAdapter.Converter<
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                org.tensorflow.framework.DataType result = org.tensorflow.framework.DataType.valueOf(from);
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            };
    /**
     * 
     * "list(type)"
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     *
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    public java.util.List getTypeList() {
      return new org.nd4j.shade.protobuf.Internal.ListAdapter<
          java.lang.Integer, org.tensorflow.framework.DataType>(type_, type_converter_);
    }
    /**
     * 
     * "list(type)"
     * 
     *
     * repeated .tensorflow.DataType type = 6 [packed = true];
     */
    public int getTypeCount() {
      return type_.size();
    }
    /**
     * 
     * "list(type)"
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     *
     * repeated .tensorflow.DataType type = 6 [packed = true];
     */
    public org.tensorflow.framework.DataType getType(int index) {
      return type_converter_.convert(type_.get(index));
    }
    /**
     * 
     * "list(type)"
     * 
     *
     * repeated .tensorflow.DataType type = 6 [packed = true];
     */
    public java.util.List
    getTypeValueList() {
      return type_;
    }
    /**
     * 
     * "list(type)"
     * 
     *
     * repeated .tensorflow.DataType type = 6 [packed = true];
     */
    public int getTypeValue(int index) {
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    }
    private int typeMemoizedSerializedSize;

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      /**
       * 
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       *
       * repeated bool b = 5 [packed = true];
       */
      public Builder addB(boolean value) {
        ensureBIsMutable();
        b_.addBoolean(value);
        onChanged();
        return this;
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      /**
       * 
       * "list(bool)"
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       *
       * repeated bool b = 5 [packed = true];
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        ensureBIsMutable();
        org.nd4j.shade.protobuf.AbstractMessageLite.Builder.addAll(
            values, b_);
        onChanged();
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      /**
       * 
       * "list(bool)"
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       *
       * repeated bool b = 5 [packed = true];
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      public Builder clearB() {
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       * 
       * "list(type)"
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       *
       * repeated .tensorflow.DataType type = 6 [packed = true];
       */
      public Builder setType(
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          throw new NullPointerException();
        }
        ensureTypeIsMutable();
        type_.set(index, value.getNumber());
        onChanged();
        return this;
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      /**
       * 
       * "list(type)"
       * 
       *
       * repeated .tensorflow.DataType type = 6 [packed = true];
       */
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        if (value == null) {
          throw new NullPointerException();
        }
        ensureTypeIsMutable();
        type_.add(value.getNumber());
        onChanged();
        return this;
      }
      /**
       * 
       * "list(type)"
       * 
       *
       * repeated .tensorflow.DataType type = 6 [packed = true];
       */
      public Builder addAllType(
          java.lang.Iterable values) {
        ensureTypeIsMutable();
        for (org.tensorflow.framework.DataType value : values) {
          type_.add(value.getNumber());
        }
        onChanged();
        return this;
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      /**
       * 
       * "list(type)"
       * 
       *
       * repeated .tensorflow.DataType type = 6 [packed = true];
       */
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        type_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000010);
        onChanged();
        return this;
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      /**
       * 
       * "list(type)"
       * 
       *
       * repeated .tensorflow.DataType type = 6 [packed = true];
       */
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      getTypeValueList() {
        return java.util.Collections.unmodifiableList(type_);
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       * 
       * "list(type)"
       * 
       *
       * repeated .tensorflow.DataType type = 6 [packed = true];
       */
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      /**
       * 
       * "list(type)"
       * 
       *
       * repeated .tensorflow.DataType type = 6 [packed = true];
       */
      public Builder setTypeValue(
          int index, int value) {
        ensureTypeIsMutable();
        type_.set(index, value);
        onChanged();
        return this;
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      /**
       * 
       * "list(type)"
       * 
       *
       * repeated .tensorflow.DataType type = 6 [packed = true];
       */
      public Builder addTypeValue(int value) {
        ensureTypeIsMutable();
        type_.add(value);
        onChanged();
        return this;
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      /**
       * 
       * "list(type)"
       * 
       *
       * repeated .tensorflow.DataType type = 6 [packed = true];
       */
      public Builder addAllTypeValue(
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        ensureTypeIsMutable();
        for (int value : values) {
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        onChanged();
        return this;
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      private void ensureShapeIsMutable() {
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       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
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        if (shapeBuilder_ == null) {
          return java.util.Collections.unmodifiableList(shape_);
        } else {
          return shapeBuilder_.getMessageList();
        }
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public int getShapeCount() {
        if (shapeBuilder_ == null) {
          return shape_.size();
        } else {
          return shapeBuilder_.getCount();
        }
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
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          return shape_.get(index);
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          return shapeBuilder_.getMessage(index);
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      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public Builder setShape(
          int index, org.tensorflow.framework.TensorShapeProto value) {
        if (shapeBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureShapeIsMutable();
          shape_.set(index, value);
          onChanged();
        } else {
          shapeBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public Builder setShape(
          int index, org.tensorflow.framework.TensorShapeProto.Builder builderForValue) {
        if (shapeBuilder_ == null) {
          ensureShapeIsMutable();
          shape_.set(index, builderForValue.build());
          onChanged();
        } else {
          shapeBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public Builder addShape(org.tensorflow.framework.TensorShapeProto value) {
        if (shapeBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureShapeIsMutable();
          shape_.add(value);
          onChanged();
        } else {
          shapeBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public Builder addShape(
          int index, org.tensorflow.framework.TensorShapeProto value) {
        if (shapeBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureShapeIsMutable();
          shape_.add(index, value);
          onChanged();
        } else {
          shapeBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public Builder addShape(
          org.tensorflow.framework.TensorShapeProto.Builder builderForValue) {
        if (shapeBuilder_ == null) {
          ensureShapeIsMutable();
          shape_.add(builderForValue.build());
          onChanged();
        } else {
          shapeBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public Builder addShape(
          int index, org.tensorflow.framework.TensorShapeProto.Builder builderForValue) {
        if (shapeBuilder_ == null) {
          ensureShapeIsMutable();
          shape_.add(index, builderForValue.build());
          onChanged();
        } else {
          shapeBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public Builder addAllShape(
          java.lang.Iterable values) {
        if (shapeBuilder_ == null) {
          ensureShapeIsMutable();
          org.nd4j.shade.protobuf.AbstractMessageLite.Builder.addAll(
              values, shape_);
          onChanged();
        } else {
          shapeBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public Builder clearShape() {
        if (shapeBuilder_ == null) {
          shape_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000020);
          onChanged();
        } else {
          shapeBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public Builder removeShape(int index) {
        if (shapeBuilder_ == null) {
          ensureShapeIsMutable();
          shape_.remove(index);
          onChanged();
        } else {
          shapeBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public org.tensorflow.framework.TensorShapeProto.Builder getShapeBuilder(
          int index) {
        return getShapeFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public org.tensorflow.framework.TensorShapeProtoOrBuilder getShapeOrBuilder(
          int index) {
        if (shapeBuilder_ == null) {
          return shape_.get(index);  } else {
          return shapeBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public java.util.List 
           getShapeOrBuilderList() {
        if (shapeBuilder_ != null) {
          return shapeBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(shape_);
        }
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public org.tensorflow.framework.TensorShapeProto.Builder addShapeBuilder() {
        return getShapeFieldBuilder().addBuilder(
            org.tensorflow.framework.TensorShapeProto.getDefaultInstance());
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public org.tensorflow.framework.TensorShapeProto.Builder addShapeBuilder(
          int index) {
        return getShapeFieldBuilder().addBuilder(
            index, org.tensorflow.framework.TensorShapeProto.getDefaultInstance());
      }
      /**
       * 
       * "list(shape)"
       * 
       *
       * repeated .tensorflow.TensorShapeProto shape = 7;
       */
      public java.util.List 
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        return getShapeFieldBuilder().getBuilderList();
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      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          org.tensorflow.framework.TensorShapeProto, org.tensorflow.framework.TensorShapeProto.Builder, org.tensorflow.framework.TensorShapeProtoOrBuilder> 
          getShapeFieldBuilder() {
        if (shapeBuilder_ == null) {
          shapeBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              org.tensorflow.framework.TensorShapeProto, org.tensorflow.framework.TensorShapeProto.Builder, org.tensorflow.framework.TensorShapeProtoOrBuilder>(
                  shape_,
                  ((bitField0_ & 0x00000020) != 0),
                  getParentForChildren(),
                  isClean());
          shape_ = null;
        }
        return shapeBuilder_;
      }

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

      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          org.tensorflow.framework.TensorProto, org.tensorflow.framework.TensorProto.Builder, org.tensorflow.framework.TensorProtoOrBuilder> tensorBuilder_;

      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public java.util.List getTensorList() {
        if (tensorBuilder_ == null) {
          return java.util.Collections.unmodifiableList(tensor_);
        } else {
          return tensorBuilder_.getMessageList();
        }
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public int getTensorCount() {
        if (tensorBuilder_ == null) {
          return tensor_.size();
        } else {
          return tensorBuilder_.getCount();
        }
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public org.tensorflow.framework.TensorProto getTensor(int index) {
        if (tensorBuilder_ == null) {
          return tensor_.get(index);
        } else {
          return tensorBuilder_.getMessage(index);
        }
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public Builder setTensor(
          int index, org.tensorflow.framework.TensorProto value) {
        if (tensorBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureTensorIsMutable();
          tensor_.set(index, value);
          onChanged();
        } else {
          tensorBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public Builder setTensor(
          int index, org.tensorflow.framework.TensorProto.Builder builderForValue) {
        if (tensorBuilder_ == null) {
          ensureTensorIsMutable();
          tensor_.set(index, builderForValue.build());
          onChanged();
        } else {
          tensorBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public Builder addTensor(org.tensorflow.framework.TensorProto value) {
        if (tensorBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureTensorIsMutable();
          tensor_.add(value);
          onChanged();
        } else {
          tensorBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public Builder addTensor(
          int index, org.tensorflow.framework.TensorProto value) {
        if (tensorBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureTensorIsMutable();
          tensor_.add(index, value);
          onChanged();
        } else {
          tensorBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public Builder addTensor(
          org.tensorflow.framework.TensorProto.Builder builderForValue) {
        if (tensorBuilder_ == null) {
          ensureTensorIsMutable();
          tensor_.add(builderForValue.build());
          onChanged();
        } else {
          tensorBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public Builder addTensor(
          int index, org.tensorflow.framework.TensorProto.Builder builderForValue) {
        if (tensorBuilder_ == null) {
          ensureTensorIsMutable();
          tensor_.add(index, builderForValue.build());
          onChanged();
        } else {
          tensorBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public Builder addAllTensor(
          java.lang.Iterable values) {
        if (tensorBuilder_ == null) {
          ensureTensorIsMutable();
          org.nd4j.shade.protobuf.AbstractMessageLite.Builder.addAll(
              values, tensor_);
          onChanged();
        } else {
          tensorBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public Builder clearTensor() {
        if (tensorBuilder_ == null) {
          tensor_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000040);
          onChanged();
        } else {
          tensorBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public Builder removeTensor(int index) {
        if (tensorBuilder_ == null) {
          ensureTensorIsMutable();
          tensor_.remove(index);
          onChanged();
        } else {
          tensorBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public org.tensorflow.framework.TensorProto.Builder getTensorBuilder(
          int index) {
        return getTensorFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public org.tensorflow.framework.TensorProtoOrBuilder getTensorOrBuilder(
          int index) {
        if (tensorBuilder_ == null) {
          return tensor_.get(index);  } else {
          return tensorBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public java.util.List 
           getTensorOrBuilderList() {
        if (tensorBuilder_ != null) {
          return tensorBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(tensor_);
        }
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public org.tensorflow.framework.TensorProto.Builder addTensorBuilder() {
        return getTensorFieldBuilder().addBuilder(
            org.tensorflow.framework.TensorProto.getDefaultInstance());
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public org.tensorflow.framework.TensorProto.Builder addTensorBuilder(
          int index) {
        return getTensorFieldBuilder().addBuilder(
            index, org.tensorflow.framework.TensorProto.getDefaultInstance());
      }
      /**
       * 
       * "list(tensor)"
       * 
       *
       * repeated .tensorflow.TensorProto tensor = 8;
       */
      public java.util.List 
           getTensorBuilderList() {
        return getTensorFieldBuilder().getBuilderList();
      }
      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          org.tensorflow.framework.TensorProto, org.tensorflow.framework.TensorProto.Builder, org.tensorflow.framework.TensorProtoOrBuilder> 
          getTensorFieldBuilder() {
        if (tensorBuilder_ == null) {
          tensorBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              org.tensorflow.framework.TensorProto, org.tensorflow.framework.TensorProto.Builder, org.tensorflow.framework.TensorProtoOrBuilder>(
                  tensor_,
                  ((bitField0_ & 0x00000040) != 0),
                  getParentForChildren(),
                  isClean());
          tensor_ = null;
        }
        return tensorBuilder_;
      }

      private java.util.List func_ =
        java.util.Collections.emptyList();
      private void ensureFuncIsMutable() {
        if (!((bitField0_ & 0x00000080) != 0)) {
          func_ = new java.util.ArrayList(func_);
          bitField0_ |= 0x00000080;
         }
      }

      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          org.tensorflow.framework.NameAttrList, org.tensorflow.framework.NameAttrList.Builder, org.tensorflow.framework.NameAttrListOrBuilder> funcBuilder_;

      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public java.util.List getFuncList() {
        if (funcBuilder_ == null) {
          return java.util.Collections.unmodifiableList(func_);
        } else {
          return funcBuilder_.getMessageList();
        }
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public int getFuncCount() {
        if (funcBuilder_ == null) {
          return func_.size();
        } else {
          return funcBuilder_.getCount();
        }
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public org.tensorflow.framework.NameAttrList getFunc(int index) {
        if (funcBuilder_ == null) {
          return func_.get(index);
        } else {
          return funcBuilder_.getMessage(index);
        }
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public Builder setFunc(
          int index, org.tensorflow.framework.NameAttrList value) {
        if (funcBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureFuncIsMutable();
          func_.set(index, value);
          onChanged();
        } else {
          funcBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public Builder setFunc(
          int index, org.tensorflow.framework.NameAttrList.Builder builderForValue) {
        if (funcBuilder_ == null) {
          ensureFuncIsMutable();
          func_.set(index, builderForValue.build());
          onChanged();
        } else {
          funcBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public Builder addFunc(org.tensorflow.framework.NameAttrList value) {
        if (funcBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureFuncIsMutable();
          func_.add(value);
          onChanged();
        } else {
          funcBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public Builder addFunc(
          int index, org.tensorflow.framework.NameAttrList value) {
        if (funcBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureFuncIsMutable();
          func_.add(index, value);
          onChanged();
        } else {
          funcBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public Builder addFunc(
          org.tensorflow.framework.NameAttrList.Builder builderForValue) {
        if (funcBuilder_ == null) {
          ensureFuncIsMutable();
          func_.add(builderForValue.build());
          onChanged();
        } else {
          funcBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public Builder addFunc(
          int index, org.tensorflow.framework.NameAttrList.Builder builderForValue) {
        if (funcBuilder_ == null) {
          ensureFuncIsMutable();
          func_.add(index, builderForValue.build());
          onChanged();
        } else {
          funcBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public Builder addAllFunc(
          java.lang.Iterable values) {
        if (funcBuilder_ == null) {
          ensureFuncIsMutable();
          org.nd4j.shade.protobuf.AbstractMessageLite.Builder.addAll(
              values, func_);
          onChanged();
        } else {
          funcBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public Builder clearFunc() {
        if (funcBuilder_ == null) {
          func_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000080);
          onChanged();
        } else {
          funcBuilder_.clear();
        }
        return this;
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public Builder removeFunc(int index) {
        if (funcBuilder_ == null) {
          ensureFuncIsMutable();
          func_.remove(index);
          onChanged();
        } else {
          funcBuilder_.remove(index);
        }
        return this;
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public org.tensorflow.framework.NameAttrList.Builder getFuncBuilder(
          int index) {
        return getFuncFieldBuilder().getBuilder(index);
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public org.tensorflow.framework.NameAttrListOrBuilder getFuncOrBuilder(
          int index) {
        if (funcBuilder_ == null) {
          return func_.get(index);  } else {
          return funcBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public java.util.List 
           getFuncOrBuilderList() {
        if (funcBuilder_ != null) {
          return funcBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(func_);
        }
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public org.tensorflow.framework.NameAttrList.Builder addFuncBuilder() {
        return getFuncFieldBuilder().addBuilder(
            org.tensorflow.framework.NameAttrList.getDefaultInstance());
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public org.tensorflow.framework.NameAttrList.Builder addFuncBuilder(
          int index) {
        return getFuncFieldBuilder().addBuilder(
            index, org.tensorflow.framework.NameAttrList.getDefaultInstance());
      }
      /**
       * 
       * "list(attr)"
       * 
       *
       * repeated .tensorflow.NameAttrList func = 9;
       */
      public java.util.List 
           getFuncBuilderList() {
        return getFuncFieldBuilder().getBuilderList();
      }
      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          org.tensorflow.framework.NameAttrList, org.tensorflow.framework.NameAttrList.Builder, org.tensorflow.framework.NameAttrListOrBuilder> 
          getFuncFieldBuilder() {
        if (funcBuilder_ == null) {
          funcBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              org.tensorflow.framework.NameAttrList, org.tensorflow.framework.NameAttrList.Builder, org.tensorflow.framework.NameAttrListOrBuilder>(
                  func_,
                  ((bitField0_ & 0x00000080) != 0),
                  getParentForChildren(),
                  isClean());
          func_ = null;
        }
        return funcBuilder_;
      }
      @java.lang.Override
      public final Builder setUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.setUnknownFields(unknownFields);
      }

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


      // @@protoc_insertion_point(builder_scope:tensorflow.AttrValue.ListValue)
    }

    // @@protoc_insertion_point(class_scope:tensorflow.AttrValue.ListValue)
    private static final org.tensorflow.framework.AttrValue.ListValue DEFAULT_INSTANCE;
    static {
      DEFAULT_INSTANCE = new org.tensorflow.framework.AttrValue.ListValue();
    }

    public static org.tensorflow.framework.AttrValue.ListValue getDefaultInstance() {
      return DEFAULT_INSTANCE;
    }

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

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

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

    @java.lang.Override
    public org.tensorflow.framework.AttrValue.ListValue getDefaultInstanceForType() {
      return DEFAULT_INSTANCE;
    }

  }

  private int valueCase_ = 0;
  private java.lang.Object value_;
  public enum ValueCase
      implements org.nd4j.shade.protobuf.Internal.EnumLite {
    S(2),
    I(3),
    F(4),
    B(5),
    TYPE(6),
    SHAPE(7),
    TENSOR(8),
    LIST(1),
    FUNC(10),
    PLACEHOLDER(9),
    VALUE_NOT_SET(0);
    private final int value;
    private ValueCase(int value) {
      this.value = value;
    }
    /**
     * @deprecated Use {@link #forNumber(int)} instead.
     */
    @java.lang.Deprecated
    public static ValueCase valueOf(int value) {
      return forNumber(value);
    }

    public static ValueCase forNumber(int value) {
      switch (value) {
        case 2: return S;
        case 3: return I;
        case 4: return F;
        case 5: return B;
        case 6: return TYPE;
        case 7: return SHAPE;
        case 8: return TENSOR;
        case 1: return LIST;
        case 10: return FUNC;
        case 9: return PLACEHOLDER;
        case 0: return VALUE_NOT_SET;
        default: return null;
      }
    }
    public int getNumber() {
      return this.value;
    }
  };

  public ValueCase
  getValueCase() {
    return ValueCase.forNumber(
        valueCase_);
  }

  public static final int S_FIELD_NUMBER = 2;
  /**
   * 
   * "string"
   * 
   *
   * bytes s = 2;
   */
  public org.nd4j.shade.protobuf.ByteString getS() {
    if (valueCase_ == 2) {
      return (org.nd4j.shade.protobuf.ByteString) value_;
    }
    return org.nd4j.shade.protobuf.ByteString.EMPTY;
  }

  public static final int I_FIELD_NUMBER = 3;
  /**
   * 
   * "int"
   * 
   *
   * int64 i = 3;
   */
  public long getI() {
    if (valueCase_ == 3) {
      return (java.lang.Long) value_;
    }
    return 0L;
  }

  public static final int F_FIELD_NUMBER = 4;
  /**
   * 
   * "float"
   * 
   *
   * float f = 4;
   */
  public float getF() {
    if (valueCase_ == 4) {
      return (java.lang.Float) value_;
    }
    return 0F;
  }

  public static final int B_FIELD_NUMBER = 5;
  /**
   * 
   * "bool"
   * 
   *
   * bool b = 5;
   */
  public boolean getB() {
    if (valueCase_ == 5) {
      return (java.lang.Boolean) value_;
    }
    return false;
  }

  public static final int TYPE_FIELD_NUMBER = 6;
  /**
   * 
   * "type"
   * 
   *
   * .tensorflow.DataType type = 6;
   */
  public int getTypeValue() {
    if (valueCase_ == 6) {
      return (java.lang.Integer) value_;
    }
    return 0;
  }
  /**
   * 
   * "type"
   * 
   *
   * .tensorflow.DataType type = 6;
   */
  public org.tensorflow.framework.DataType getType() {
    if (valueCase_ == 6) {
      @SuppressWarnings("deprecation")
      org.tensorflow.framework.DataType result = org.tensorflow.framework.DataType.valueOf(
          (java.lang.Integer) value_);
      return result == null ? org.tensorflow.framework.DataType.UNRECOGNIZED : result;
    }
    return org.tensorflow.framework.DataType.DT_INVALID;
  }

  public static final int SHAPE_FIELD_NUMBER = 7;
  /**
   * 
   * "shape"
   * 
   *
   * .tensorflow.TensorShapeProto shape = 7;
   */
  public boolean hasShape() {
    return valueCase_ == 7;
  }
  /**
   * 
   * "shape"
   * 
   *
   * .tensorflow.TensorShapeProto shape = 7;
   */
  public org.tensorflow.framework.TensorShapeProto getShape() {
    if (valueCase_ == 7) {
       return (org.tensorflow.framework.TensorShapeProto) value_;
    }
    return org.tensorflow.framework.TensorShapeProto.getDefaultInstance();
  }
  /**
   * 
   * "shape"
   * 
   *
   * .tensorflow.TensorShapeProto shape = 7;
   */
  public org.tensorflow.framework.TensorShapeProtoOrBuilder getShapeOrBuilder() {
    if (valueCase_ == 7) {
       return (org.tensorflow.framework.TensorShapeProto) value_;
    }
    return org.tensorflow.framework.TensorShapeProto.getDefaultInstance();
  }

  public static final int TENSOR_FIELD_NUMBER = 8;
  /**
   * 
   * "tensor"
   * 
   *
   * .tensorflow.TensorProto tensor = 8;
   */
  public boolean hasTensor() {
    return valueCase_ == 8;
  }
  /**
   * 
   * "tensor"
   * 
   *
   * .tensorflow.TensorProto tensor = 8;
   */
  public org.tensorflow.framework.TensorProto getTensor() {
    if (valueCase_ == 8) {
       return (org.tensorflow.framework.TensorProto) value_;
    }
    return org.tensorflow.framework.TensorProto.getDefaultInstance();
  }
  /**
   * 
   * "tensor"
   * 
   *
   * .tensorflow.TensorProto tensor = 8;
   */
  public org.tensorflow.framework.TensorProtoOrBuilder getTensorOrBuilder() {
    if (valueCase_ == 8) {
       return (org.tensorflow.framework.TensorProto) value_;
    }
    return org.tensorflow.framework.TensorProto.getDefaultInstance();
  }

  public static final int LIST_FIELD_NUMBER = 1;
  /**
   * 
   * any "list(...)"
   * 
   *
   * .tensorflow.AttrValue.ListValue list = 1;
   */
  public boolean hasList() {
    return valueCase_ == 1;
  }
  /**
   * 
   * any "list(...)"
   * 
   *
   * .tensorflow.AttrValue.ListValue list = 1;
   */
  public org.tensorflow.framework.AttrValue.ListValue getList() {
    if (valueCase_ == 1) {
       return (org.tensorflow.framework.AttrValue.ListValue) value_;
    }
    return org.tensorflow.framework.AttrValue.ListValue.getDefaultInstance();
  }
  /**
   * 
   * any "list(...)"
   * 
   *
   * .tensorflow.AttrValue.ListValue list = 1;
   */
  public org.tensorflow.framework.AttrValue.ListValueOrBuilder getListOrBuilder() {
    if (valueCase_ == 1) {
       return (org.tensorflow.framework.AttrValue.ListValue) value_;
    }
    return org.tensorflow.framework.AttrValue.ListValue.getDefaultInstance();
  }

  public static final int FUNC_FIELD_NUMBER = 10;
  /**
   * 
   * "func" represents a function. func.name is a function's name or
   * a primitive op's name. func.attr.first is the name of an attr
   * defined for that function. func.attr.second is the value for
   * that attr in the instantiation.
   * 
   *
   * .tensorflow.NameAttrList func = 10;
   */
  public boolean hasFunc() {
    return valueCase_ == 10;
  }
  /**
   * 
   * "func" represents a function. func.name is a function's name or
   * a primitive op's name. func.attr.first is the name of an attr
   * defined for that function. func.attr.second is the value for
   * that attr in the instantiation.
   * 
   *
   * .tensorflow.NameAttrList func = 10;
   */
  public org.tensorflow.framework.NameAttrList getFunc() {
    if (valueCase_ == 10) {
       return (org.tensorflow.framework.NameAttrList) value_;
    }
    return org.tensorflow.framework.NameAttrList.getDefaultInstance();
  }
  /**
   * 
   * "func" represents a function. func.name is a function's name or
   * a primitive op's name. func.attr.first is the name of an attr
   * defined for that function. func.attr.second is the value for
   * that attr in the instantiation.
   * 
   *
   * .tensorflow.NameAttrList func = 10;
   */
  public org.tensorflow.framework.NameAttrListOrBuilder getFuncOrBuilder() {
    if (valueCase_ == 10) {
       return (org.tensorflow.framework.NameAttrList) value_;
    }
    return org.tensorflow.framework.NameAttrList.getDefaultInstance();
  }

  public static final int PLACEHOLDER_FIELD_NUMBER = 9;
  /**
   * 
   * This is a placeholder only used in nodes defined inside a
   * function.  It indicates the attr value will be supplied when
   * the function is instantiated.  For example, let us suppose a
   * node "N" in function "FN". "N" has an attr "A" with value
   * placeholder = "foo". When FN is instantiated with attr "foo"
   * set to "bar", the instantiated node N's attr A will have been
   * given the value "bar".
   * 
   *
   * string placeholder = 9;
   */
  public java.lang.String getPlaceholder() {
    java.lang.Object ref = "";
    if (valueCase_ == 9) {
      ref = value_;
    }
    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();
      if (valueCase_ == 9) {
        value_ = s;
      }
      return s;
    }
  }
  /**
   * 
   * This is a placeholder only used in nodes defined inside a
   * function.  It indicates the attr value will be supplied when
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        value_ = null;
        onChanged();
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      return this;
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    /**
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      valueCase_ = 5;
      value_ = value;
      onChanged();
      return this;
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    /**
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      if (valueCase_ == 5) {
        valueCase_ = 0;
        value_ = null;
        onChanged();
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      return this;
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    /**
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      onChanged();
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    /**
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     * 
     *
     * .tensorflow.TensorShapeProto shape = 7;
     */
    public org.tensorflow.framework.TensorShapeProto getShape() {
      if (shapeBuilder_ == null) {
        if (valueCase_ == 7) {
          return (org.tensorflow.framework.TensorShapeProto) value_;
        }
        return org.tensorflow.framework.TensorShapeProto.getDefaultInstance();
      } else {
        if (valueCase_ == 7) {
          return shapeBuilder_.getMessage();
        }
        return org.tensorflow.framework.TensorShapeProto.getDefaultInstance();
      }
    }
    /**
     * 
     * "shape"
     * 
     *
     * .tensorflow.TensorShapeProto shape = 7;
     */
    public Builder setShape(org.tensorflow.framework.TensorShapeProto value) {
      if (shapeBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        value_ = value;
        onChanged();
      } else {
        shapeBuilder_.setMessage(value);
      }
      valueCase_ = 7;
      return this;
    }
    /**
     * 
     * "shape"
     * 
     *
     * .tensorflow.TensorShapeProto shape = 7;
     */
    public Builder setShape(
        org.tensorflow.framework.TensorShapeProto.Builder builderForValue) {
      if (shapeBuilder_ == null) {
        value_ = builderForValue.build();
        onChanged();
      } else {
        shapeBuilder_.setMessage(builderForValue.build());
      }
      valueCase_ = 7;
      return this;
    }
    /**
     * 
     * "shape"
     * 
     *
     * .tensorflow.TensorShapeProto shape = 7;
     */
    public Builder mergeShape(org.tensorflow.framework.TensorShapeProto value) {
      if (shapeBuilder_ == null) {
        if (valueCase_ == 7 &&
            value_ != org.tensorflow.framework.TensorShapeProto.getDefaultInstance()) {
          value_ = org.tensorflow.framework.TensorShapeProto.newBuilder((org.tensorflow.framework.TensorShapeProto) value_)
              .mergeFrom(value).buildPartial();
        } else {
          value_ = value;
        }
        onChanged();
      } else {
        if (valueCase_ == 7) {
          shapeBuilder_.mergeFrom(value);
        }
        shapeBuilder_.setMessage(value);
      }
      valueCase_ = 7;
      return this;
    }
    /**
     * 
     * "shape"
     * 
     *
     * .tensorflow.TensorShapeProto shape = 7;
     */
    public Builder clearShape() {
      if (shapeBuilder_ == null) {
        if (valueCase_ == 7) {
          valueCase_ = 0;
          value_ = null;
          onChanged();
        }
      } else {
        if (valueCase_ == 7) {
          valueCase_ = 0;
          value_ = null;
        }
        shapeBuilder_.clear();
      }
      return this;
    }
    /**
     * 
     * "shape"
     * 
     *
     * .tensorflow.TensorShapeProto shape = 7;
     */
    public org.tensorflow.framework.TensorShapeProto.Builder getShapeBuilder() {
      return getShapeFieldBuilder().getBuilder();
    }
    /**
     * 
     * "shape"
     * 
     *
     * .tensorflow.TensorShapeProto shape = 7;
     */
    public org.tensorflow.framework.TensorShapeProtoOrBuilder getShapeOrBuilder() {
      if ((valueCase_ == 7) && (shapeBuilder_ != null)) {
        return shapeBuilder_.getMessageOrBuilder();
      } else {
        if (valueCase_ == 7) {
          return (org.tensorflow.framework.TensorShapeProto) value_;
        }
        return org.tensorflow.framework.TensorShapeProto.getDefaultInstance();
      }
    }
    /**
     * 
     * "shape"
     * 
     *
     * .tensorflow.TensorShapeProto shape = 7;
     */
    private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
        org.tensorflow.framework.TensorShapeProto, org.tensorflow.framework.TensorShapeProto.Builder, org.tensorflow.framework.TensorShapeProtoOrBuilder> 
        getShapeFieldBuilder() {
      if (shapeBuilder_ == null) {
        if (!(valueCase_ == 7)) {
          value_ = org.tensorflow.framework.TensorShapeProto.getDefaultInstance();
        }
        shapeBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
            org.tensorflow.framework.TensorShapeProto, org.tensorflow.framework.TensorShapeProto.Builder, org.tensorflow.framework.TensorShapeProtoOrBuilder>(
                (org.tensorflow.framework.TensorShapeProto) value_,
                getParentForChildren(),
                isClean());
        value_ = null;
      }
      valueCase_ = 7;
      onChanged();;
      return shapeBuilder_;
    }

    private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
        org.tensorflow.framework.TensorProto, org.tensorflow.framework.TensorProto.Builder, org.tensorflow.framework.TensorProtoOrBuilder> tensorBuilder_;
    /**
     * 
     * "tensor"
     * 
     *
     * .tensorflow.TensorProto tensor = 8;
     */
    public boolean hasTensor() {
      return valueCase_ == 8;
    }
    /**
     * 
     * "tensor"
     * 
     *
     * .tensorflow.TensorProto tensor = 8;
     */
    public org.tensorflow.framework.TensorProto getTensor() {
      if (tensorBuilder_ == null) {
        if (valueCase_ == 8) {
          return (org.tensorflow.framework.TensorProto) value_;
        }
        return org.tensorflow.framework.TensorProto.getDefaultInstance();
      } else {
        if (valueCase_ == 8) {
          return tensorBuilder_.getMessage();
        }
        return org.tensorflow.framework.TensorProto.getDefaultInstance();
      }
    }
    /**
     * 
     * "tensor"
     * 
     *
     * .tensorflow.TensorProto tensor = 8;
     */
    public Builder setTensor(org.tensorflow.framework.TensorProto value) {
      if (tensorBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        value_ = value;
        onChanged();
      } else {
        tensorBuilder_.setMessage(value);
      }
      valueCase_ = 8;
      return this;
    }
    /**
     * 
     * "tensor"
     * 
     *
     * .tensorflow.TensorProto tensor = 8;
     */
    public Builder setTensor(
        org.tensorflow.framework.TensorProto.Builder builderForValue) {
      if (tensorBuilder_ == null) {
        value_ = builderForValue.build();
        onChanged();
      } else {
        tensorBuilder_.setMessage(builderForValue.build());
      }
      valueCase_ = 8;
      return this;
    }
    /**
     * 
     * "tensor"
     * 
     *
     * .tensorflow.TensorProto tensor = 8;
     */
    public Builder mergeTensor(org.tensorflow.framework.TensorProto value) {
      if (tensorBuilder_ == null) {
        if (valueCase_ == 8 &&
            value_ != org.tensorflow.framework.TensorProto.getDefaultInstance()) {
          value_ = org.tensorflow.framework.TensorProto.newBuilder((org.tensorflow.framework.TensorProto) value_)
              .mergeFrom(value).buildPartial();
        } else {
          value_ = value;
        }
        onChanged();
      } else {
        if (valueCase_ == 8) {
          tensorBuilder_.mergeFrom(value);
        }
        tensorBuilder_.setMessage(value);
      }
      valueCase_ = 8;
      return this;
    }
    /**
     * 
     * "tensor"
     * 
     *
     * .tensorflow.TensorProto tensor = 8;
     */
    public Builder clearTensor() {
      if (tensorBuilder_ == null) {
        if (valueCase_ == 8) {
          valueCase_ = 0;
          value_ = null;
          onChanged();
        }
      } else {
        if (valueCase_ == 8) {
          valueCase_ = 0;
          value_ = null;
        }
        tensorBuilder_.clear();
      }
      return this;
    }
    /**
     * 
     * "tensor"
     * 
     *
     * .tensorflow.TensorProto tensor = 8;
     */
    public org.tensorflow.framework.TensorProto.Builder getTensorBuilder() {
      return getTensorFieldBuilder().getBuilder();
    }
    /**
     * 
     * "tensor"
     * 
     *
     * .tensorflow.TensorProto tensor = 8;
     */
    public org.tensorflow.framework.TensorProtoOrBuilder getTensorOrBuilder() {
      if ((valueCase_ == 8) && (tensorBuilder_ != null)) {
        return tensorBuilder_.getMessageOrBuilder();
      } else {
        if (valueCase_ == 8) {
          return (org.tensorflow.framework.TensorProto) value_;
        }
        return org.tensorflow.framework.TensorProto.getDefaultInstance();
      }
    }
    /**
     * 
     * "tensor"
     * 
     *
     * .tensorflow.TensorProto tensor = 8;
     */
    private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
        org.tensorflow.framework.TensorProto, org.tensorflow.framework.TensorProto.Builder, org.tensorflow.framework.TensorProtoOrBuilder> 
        getTensorFieldBuilder() {
      if (tensorBuilder_ == null) {
        if (!(valueCase_ == 8)) {
          value_ = org.tensorflow.framework.TensorProto.getDefaultInstance();
        }
        tensorBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
            org.tensorflow.framework.TensorProto, org.tensorflow.framework.TensorProto.Builder, org.tensorflow.framework.TensorProtoOrBuilder>(
                (org.tensorflow.framework.TensorProto) value_,
                getParentForChildren(),
                isClean());
        value_ = null;
      }
      valueCase_ = 8;
      onChanged();;
      return tensorBuilder_;
    }

    private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
        org.tensorflow.framework.AttrValue.ListValue, org.tensorflow.framework.AttrValue.ListValue.Builder, org.tensorflow.framework.AttrValue.ListValueOrBuilder> listBuilder_;
    /**
     * 
     * any "list(...)"
     * 
     *
     * .tensorflow.AttrValue.ListValue list = 1;
     */
    public boolean hasList() {
      return valueCase_ == 1;
    }
    /**
     * 
     * any "list(...)"
     * 
     *
     * .tensorflow.AttrValue.ListValue list = 1;
     */
    public org.tensorflow.framework.AttrValue.ListValue getList() {
      if (listBuilder_ == null) {
        if (valueCase_ == 1) {
          return (org.tensorflow.framework.AttrValue.ListValue) value_;
        }
        return org.tensorflow.framework.AttrValue.ListValue.getDefaultInstance();
      } else {
        if (valueCase_ == 1) {
          return listBuilder_.getMessage();
        }
        return org.tensorflow.framework.AttrValue.ListValue.getDefaultInstance();
      }
    }
    /**
     * 
     * any "list(...)"
     * 
     *
     * .tensorflow.AttrValue.ListValue list = 1;
     */
    public Builder setList(org.tensorflow.framework.AttrValue.ListValue value) {
      if (listBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        value_ = value;
        onChanged();
      } else {
        listBuilder_.setMessage(value);
      }
      valueCase_ = 1;
      return this;
    }
    /**
     * 
     * any "list(...)"
     * 
     *
     * .tensorflow.AttrValue.ListValue list = 1;
     */
    public Builder setList(
        org.tensorflow.framework.AttrValue.ListValue.Builder builderForValue) {
      if (listBuilder_ == null) {
        value_ = builderForValue.build();
        onChanged();
      } else {
        listBuilder_.setMessage(builderForValue.build());
      }
      valueCase_ = 1;
      return this;
    }
    /**
     * 
     * any "list(...)"
     * 
     *
     * .tensorflow.AttrValue.ListValue list = 1;
     */
    public Builder mergeList(org.tensorflow.framework.AttrValue.ListValue value) {
      if (listBuilder_ == null) {
        if (valueCase_ == 1 &&
            value_ != org.tensorflow.framework.AttrValue.ListValue.getDefaultInstance()) {
          value_ = org.tensorflow.framework.AttrValue.ListValue.newBuilder((org.tensorflow.framework.AttrValue.ListValue) value_)
              .mergeFrom(value).buildPartial();
        } else {
          value_ = value;
        }
        onChanged();
      } else {
        if (valueCase_ == 1) {
          listBuilder_.mergeFrom(value);
        }
        listBuilder_.setMessage(value);
      }
      valueCase_ = 1;
      return this;
    }
    /**
     * 
     * any "list(...)"
     * 
     *
     * .tensorflow.AttrValue.ListValue list = 1;
     */
    public Builder clearList() {
      if (listBuilder_ == null) {
        if (valueCase_ == 1) {
          valueCase_ = 0;
          value_ = null;
          onChanged();
        }
      } else {
        if (valueCase_ == 1) {
          valueCase_ = 0;
          value_ = null;
        }
        listBuilder_.clear();
      }
      return this;
    }
    /**
     * 
     * any "list(...)"
     * 
     *
     * .tensorflow.AttrValue.ListValue list = 1;
     */
    public org.tensorflow.framework.AttrValue.ListValue.Builder getListBuilder() {
      return getListFieldBuilder().getBuilder();
    }
    /**
     * 
     * any "list(...)"
     * 
     *
     * .tensorflow.AttrValue.ListValue list = 1;
     */
    public org.tensorflow.framework.AttrValue.ListValueOrBuilder getListOrBuilder() {
      if ((valueCase_ == 1) && (listBuilder_ != null)) {
        return listBuilder_.getMessageOrBuilder();
      } else {
        if (valueCase_ == 1) {
          return (org.tensorflow.framework.AttrValue.ListValue) value_;
        }
        return org.tensorflow.framework.AttrValue.ListValue.getDefaultInstance();
      }
    }
    /**
     * 
     * any "list(...)"
     * 
     *
     * .tensorflow.AttrValue.ListValue list = 1;
     */
    private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
        org.tensorflow.framework.AttrValue.ListValue, org.tensorflow.framework.AttrValue.ListValue.Builder, org.tensorflow.framework.AttrValue.ListValueOrBuilder> 
        getListFieldBuilder() {
      if (listBuilder_ == null) {
        if (!(valueCase_ == 1)) {
          value_ = org.tensorflow.framework.AttrValue.ListValue.getDefaultInstance();
        }
        listBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
            org.tensorflow.framework.AttrValue.ListValue, org.tensorflow.framework.AttrValue.ListValue.Builder, org.tensorflow.framework.AttrValue.ListValueOrBuilder>(
                (org.tensorflow.framework.AttrValue.ListValue) value_,
                getParentForChildren(),
                isClean());
        value_ = null;
      }
      valueCase_ = 1;
      onChanged();;
      return listBuilder_;
    }

    private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
        org.tensorflow.framework.NameAttrList, org.tensorflow.framework.NameAttrList.Builder, org.tensorflow.framework.NameAttrListOrBuilder> funcBuilder_;
    /**
     * 
     * "func" represents a function. func.name is a function's name or
     * a primitive op's name. func.attr.first is the name of an attr
     * defined for that function. func.attr.second is the value for
     * that attr in the instantiation.
     * 
     *
     * .tensorflow.NameAttrList func = 10;
     */
    public boolean hasFunc() {
      return valueCase_ == 10;
    }
    /**
     * 
     * "func" represents a function. func.name is a function's name or
     * a primitive op's name. func.attr.first is the name of an attr
     * defined for that function. func.attr.second is the value for
     * that attr in the instantiation.
     * 
     *
     * .tensorflow.NameAttrList func = 10;
     */
    public org.tensorflow.framework.NameAttrList getFunc() {
      if (funcBuilder_ == null) {
        if (valueCase_ == 10) {
          return (org.tensorflow.framework.NameAttrList) value_;
        }
        return org.tensorflow.framework.NameAttrList.getDefaultInstance();
      } else {
        if (valueCase_ == 10) {
          return funcBuilder_.getMessage();
        }
        return org.tensorflow.framework.NameAttrList.getDefaultInstance();
      }
    }
    /**
     * 
     * "func" represents a function. func.name is a function's name or
     * a primitive op's name. func.attr.first is the name of an attr
     * defined for that function. func.attr.second is the value for
     * that attr in the instantiation.
     * 
     *
     * .tensorflow.NameAttrList func = 10;
     */
    public Builder setFunc(org.tensorflow.framework.NameAttrList value) {
      if (funcBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        value_ = value;
        onChanged();
      } else {
        funcBuilder_.setMessage(value);
      }
      valueCase_ = 10;
      return this;
    }
    /**
     * 
     * "func" represents a function. func.name is a function's name or
     * a primitive op's name. func.attr.first is the name of an attr
     * defined for that function. func.attr.second is the value for
     * that attr in the instantiation.
     * 
     *
     * .tensorflow.NameAttrList func = 10;
     */
    public Builder setFunc(
        org.tensorflow.framework.NameAttrList.Builder builderForValue) {
      if (funcBuilder_ == null) {
        value_ = builderForValue.build();
        onChanged();
      } else {
        funcBuilder_.setMessage(builderForValue.build());
      }
      valueCase_ = 10;
      return this;
    }
    /**
     * 
     * "func" represents a function. func.name is a function's name or
     * a primitive op's name. func.attr.first is the name of an attr
     * defined for that function. func.attr.second is the value for
     * that attr in the instantiation.
     * 
     *
     * .tensorflow.NameAttrList func = 10;
     */
    public Builder mergeFunc(org.tensorflow.framework.NameAttrList value) {
      if (funcBuilder_ == null) {
        if (valueCase_ == 10 &&
            value_ != org.tensorflow.framework.NameAttrList.getDefaultInstance()) {
          value_ = org.tensorflow.framework.NameAttrList.newBuilder((org.tensorflow.framework.NameAttrList) value_)
              .mergeFrom(value).buildPartial();
        } else {
          value_ = value;
        }
        onChanged();
      } else {
        if (valueCase_ == 10) {
          funcBuilder_.mergeFrom(value);
        }
        funcBuilder_.setMessage(value);
      }
      valueCase_ = 10;
      return this;
    }
    /**
     * 
     * "func" represents a function. func.name is a function's name or
     * a primitive op's name. func.attr.first is the name of an attr
     * defined for that function. func.attr.second is the value for
     * that attr in the instantiation.
     * 
     *
     * .tensorflow.NameAttrList func = 10;
     */
    public Builder clearFunc() {
      if (funcBuilder_ == null) {
        if (valueCase_ == 10) {
          valueCase_ = 0;
          value_ = null;
          onChanged();
        }
      } else {
        if (valueCase_ == 10) {
          valueCase_ = 0;
          value_ = null;
        }
        funcBuilder_.clear();
      }
      return this;
    }
    /**
     * 
     * "func" represents a function. func.name is a function's name or
     * a primitive op's name. func.attr.first is the name of an attr
     * defined for that function. func.attr.second is the value for
     * that attr in the instantiation.
     * 
     *
     * .tensorflow.NameAttrList func = 10;
     */
    public org.tensorflow.framework.NameAttrList.Builder getFuncBuilder() {
      return getFuncFieldBuilder().getBuilder();
    }
    /**
     * 
     * "func" represents a function. func.name is a function's name or
     * a primitive op's name. func.attr.first is the name of an attr
     * defined for that function. func.attr.second is the value for
     * that attr in the instantiation.
     * 
     *
     * .tensorflow.NameAttrList func = 10;
     */
    public org.tensorflow.framework.NameAttrListOrBuilder getFuncOrBuilder() {
      if ((valueCase_ == 10) && (funcBuilder_ != null)) {
        return funcBuilder_.getMessageOrBuilder();
      } else {
        if (valueCase_ == 10) {
          return (org.tensorflow.framework.NameAttrList) value_;
        }
        return org.tensorflow.framework.NameAttrList.getDefaultInstance();
      }
    }
    /**
     * 
     * "func" represents a function. func.name is a function's name or
     * a primitive op's name. func.attr.first is the name of an attr
     * defined for that function. func.attr.second is the value for
     * that attr in the instantiation.
     * 
     *
     * .tensorflow.NameAttrList func = 10;
     */
    private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
        org.tensorflow.framework.NameAttrList, org.tensorflow.framework.NameAttrList.Builder, org.tensorflow.framework.NameAttrListOrBuilder> 
        getFuncFieldBuilder() {
      if (funcBuilder_ == null) {
        if (!(valueCase_ == 10)) {
          value_ = org.tensorflow.framework.NameAttrList.getDefaultInstance();
        }
        funcBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
            org.tensorflow.framework.NameAttrList, org.tensorflow.framework.NameAttrList.Builder, org.tensorflow.framework.NameAttrListOrBuilder>(
                (org.tensorflow.framework.NameAttrList) value_,
                getParentForChildren(),
                isClean());
        value_ = null;
      }
      valueCase_ = 10;
      onChanged();;
      return funcBuilder_;
    }

    /**
     * 
     * This is a placeholder only used in nodes defined inside a
     * function.  It indicates the attr value will be supplied when
     * the function is instantiated.  For example, let us suppose a
     * node "N" in function "FN". "N" has an attr "A" with value
     * placeholder = "foo". When FN is instantiated with attr "foo"
     * set to "bar", the instantiated node N's attr A will have been
     * given the value "bar".
     * 
     *
     * string placeholder = 9;
     */
    public java.lang.String getPlaceholder() {
      java.lang.Object ref = "";
      if (valueCase_ == 9) {
        ref = value_;
      }
      if (!(ref instanceof java.lang.String)) {
        org.nd4j.shade.protobuf.ByteString bs =
            (org.nd4j.shade.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        if (valueCase_ == 9) {
          value_ = s;
        }
        return s;
      } else {
        return (java.lang.String) ref;
      }
    }
    /**
     * 
     * This is a placeholder only used in nodes defined inside a
     * function.  It indicates the attr value will be supplied when
     * the function is instantiated.  For example, let us suppose a
     * node "N" in function "FN". "N" has an attr "A" with value
     * placeholder = "foo". When FN is instantiated with attr "foo"
     * set to "bar", the instantiated node N's attr A will have been
     * given the value "bar".
     * 
     *
     * string placeholder = 9;
     */
    public org.nd4j.shade.protobuf.ByteString
        getPlaceholderBytes() {
      java.lang.Object ref = "";
      if (valueCase_ == 9) {
        ref = value_;
      }
      if (ref instanceof String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        if (valueCase_ == 9) {
          value_ = b;
        }
        return b;
      } else {
        return (org.nd4j.shade.protobuf.ByteString) ref;
      }
    }
    /**
     * 
     * This is a placeholder only used in nodes defined inside a
     * function.  It indicates the attr value will be supplied when
     * the function is instantiated.  For example, let us suppose a
     * node "N" in function "FN". "N" has an attr "A" with value
     * placeholder = "foo". When FN is instantiated with attr "foo"
     * set to "bar", the instantiated node N's attr A will have been
     * given the value "bar".
     * 
     *
     * string placeholder = 9;
     */
    public Builder setPlaceholder(
        java.lang.String value) {
      if (value == null) {
    throw new NullPointerException();
  }
  valueCase_ = 9;
      value_ = value;
      onChanged();
      return this;
    }
    /**
     * 
     * This is a placeholder only used in nodes defined inside a
     * function.  It indicates the attr value will be supplied when
     * the function is instantiated.  For example, let us suppose a
     * node "N" in function "FN". "N" has an attr "A" with value
     * placeholder = "foo". When FN is instantiated with attr "foo"
     * set to "bar", the instantiated node N's attr A will have been
     * given the value "bar".
     * 
     *
     * string placeholder = 9;
     */
    public Builder clearPlaceholder() {
      if (valueCase_ == 9) {
        valueCase_ = 0;
        value_ = null;
        onChanged();
      }
      return this;
    }
    /**
     * 
     * This is a placeholder only used in nodes defined inside a
     * function.  It indicates the attr value will be supplied when
     * the function is instantiated.  For example, let us suppose a
     * node "N" in function "FN". "N" has an attr "A" with value
     * placeholder = "foo". When FN is instantiated with attr "foo"
     * set to "bar", the instantiated node N's attr A will have been
     * given the value "bar".
     * 
     *
     * string placeholder = 9;
     */
    public Builder setPlaceholderBytes(
        org.nd4j.shade.protobuf.ByteString value) {
      if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
      valueCase_ = 9;
      value_ = value;
      onChanged();
      return this;
    }
    @java.lang.Override
    public final Builder setUnknownFields(
        final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
      return super.setUnknownFields(unknownFields);
    }

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


    // @@protoc_insertion_point(builder_scope:tensorflow.AttrValue)
  }

  // @@protoc_insertion_point(class_scope:tensorflow.AttrValue)
  private static final org.tensorflow.framework.AttrValue DEFAULT_INSTANCE;
  static {
    DEFAULT_INSTANCE = new org.tensorflow.framework.AttrValue();
  }

  public static org.tensorflow.framework.AttrValue getDefaultInstance() {
    return DEFAULT_INSTANCE;
  }

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

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

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

  @java.lang.Override
  public org.tensorflow.framework.AttrValue getDefaultInstanceForType() {
    return DEFAULT_INSTANCE;
  }

}