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

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

package org.tensorflow.framework;

/**
 *  * NOTE: This protocol buffer is evolving, and will go through revisions in the
 * coming months.
 * Protocol buffer containing the following which are necessary to restart
 * training, run inference. It can be used to serialize/de-serialize memory
 * objects necessary for running computation in a graph when crossing the
 * process boundary. It can be used for long term storage of graphs,
 * cross-language execution of graphs, etc.
 *   MetaInfoDef
 *   GraphDef
 *   SaverDef
 *   CollectionDef
 *   TensorInfo
 *   SignatureDef
 * 
 *
 * Protobuf type {@code tensorflow.MetaGraphDef}
 */
public  final class MetaGraphDef extends
    com.google.protobuf.GeneratedMessageV3 implements
    // @@protoc_insertion_point(message_implements:tensorflow.MetaGraphDef)
    MetaGraphDefOrBuilder {
  // Use MetaGraphDef.newBuilder() to construct.
  private MetaGraphDef(com.google.protobuf.GeneratedMessageV3.Builder builder) {
    super(builder);
  }
  private MetaGraphDef() {
    assetFileDef_ = java.util.Collections.emptyList();
  }

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  public final com.google.protobuf.UnknownFieldSet
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  private MetaGraphDef(
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            if (subBuilder != null) {
              subBuilder.mergeFrom(metaInfoDef_);
              metaInfoDef_ = subBuilder.buildPartial();
            }

            break;
          }
          case 18: {
            org.tensorflow.framework.GraphDef.Builder subBuilder = null;
            if (graphDef_ != null) {
              subBuilder = graphDef_.toBuilder();
            }
            graphDef_ = input.readMessage(org.tensorflow.framework.GraphDef.parser(), extensionRegistry);
            if (subBuilder != null) {
              subBuilder.mergeFrom(graphDef_);
              graphDef_ = subBuilder.buildPartial();
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      makeExtensionsImmutable();
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  }
  public static final com.google.protobuf.Descriptors.Descriptor
      getDescriptor() {
    return org.tensorflow.framework.MetaGraphProtos.internal_static_tensorflow_MetaGraphDef_descriptor;
  }

  @SuppressWarnings({"rawtypes"})
  protected com.google.protobuf.MapField internalGetMapField(
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    switch (number) {
      case 4:
        return internalGetCollectionDef();
      case 5:
        return internalGetSignatureDef();
      default:
        throw new RuntimeException(
            "Invalid map field number: " + number);
    }
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  protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable
      internalGetFieldAccessorTable() {
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        .ensureFieldAccessorsInitialized(
            org.tensorflow.framework.MetaGraphDef.class, org.tensorflow.framework.MetaGraphDef.Builder.class);
  }

  public interface MetaInfoDefOrBuilder extends
      // @@protoc_insertion_point(interface_extends:tensorflow.MetaGraphDef.MetaInfoDef)
      com.google.protobuf.MessageOrBuilder {

    /**
     *      * User specified Version string. Can be the name of the model and revision,
     * steps this model has been trained to, etc.
     * 
     *
     * string meta_graph_version = 1;
     */
    java.lang.String getMetaGraphVersion();
    /**
     *      * User specified Version string. Can be the name of the model and revision,
     * steps this model has been trained to, etc.
     * 
     *
     * string meta_graph_version = 1;
     */
    com.google.protobuf.ByteString
        getMetaGraphVersionBytes();

    /**
     *      * A copy of the OpDefs used by the producer of this graph_def.
     * Descriptions and Ops not used in graph_def are stripped out.
     * 
     *
     * .tensorflow.OpList stripped_op_list = 2;
     */
    boolean hasStrippedOpList();
    /**
     *      * A copy of the OpDefs used by the producer of this graph_def.
     * Descriptions and Ops not used in graph_def are stripped out.
     * 
     *
     * .tensorflow.OpList stripped_op_list = 2;
     */
    org.tensorflow.framework.OpList getStrippedOpList();
    /**
     *      * A copy of the OpDefs used by the producer of this graph_def.
     * Descriptions and Ops not used in graph_def are stripped out.
     * 
     *
     * .tensorflow.OpList stripped_op_list = 2;
     */
    org.tensorflow.framework.OpListOrBuilder getStrippedOpListOrBuilder();

    /**
     *      * A serialized protobuf. Can be the time this meta graph is created, or
     * modified, or name of the model.
     * 
     *
     * .google.protobuf.Any any_info = 3;
     */
    boolean hasAnyInfo();
    /**
     *      * A serialized protobuf. Can be the time this meta graph is created, or
     * modified, or name of the model.
     * 
     *
     * .google.protobuf.Any any_info = 3;
     */
    com.google.protobuf.Any getAnyInfo();
    /**
     *      * A serialized protobuf. Can be the time this meta graph is created, or
     * modified, or name of the model.
     * 
     *
     * .google.protobuf.Any any_info = 3;
     */
    com.google.protobuf.AnyOrBuilder getAnyInfoOrBuilder();

    /**
     *      * User supplied tag(s) on the meta_graph and included graph_def.
     * MetaGraphDefs should be tagged with their capabilities or use-cases.
     * Examples: "train", "serve", "gpu", "tpu", etc.
     * These tags enable loaders to access the MetaGraph(s) appropriate for a
     * specific use-case or runtime environment.
     * 
     *
     * repeated string tags = 4;
     */
    java.util.List
        getTagsList();
    /**
     *      * User supplied tag(s) on the meta_graph and included graph_def.
     * MetaGraphDefs should be tagged with their capabilities or use-cases.
     * Examples: "train", "serve", "gpu", "tpu", etc.
     * These tags enable loaders to access the MetaGraph(s) appropriate for a
     * specific use-case or runtime environment.
     * 
     *
     * repeated string tags = 4;
     */
    int getTagsCount();
    /**
     *      * User supplied tag(s) on the meta_graph and included graph_def.
     * MetaGraphDefs should be tagged with their capabilities or use-cases.
     * Examples: "train", "serve", "gpu", "tpu", etc.
     * These tags enable loaders to access the MetaGraph(s) appropriate for a
     * specific use-case or runtime environment.
     * 
     *
     * repeated string tags = 4;
     */
    java.lang.String getTags(int index);
    /**
     *      * User supplied tag(s) on the meta_graph and included graph_def.
     * MetaGraphDefs should be tagged with their capabilities or use-cases.
     * Examples: "train", "serve", "gpu", "tpu", etc.
     * These tags enable loaders to access the MetaGraph(s) appropriate for a
     * specific use-case or runtime environment.
     * 
     *
     * repeated string tags = 4;
     */
    com.google.protobuf.ByteString
        getTagsBytes(int index);

    /**
     *      * The __version__ string of the tensorflow build used to write this graph.
     * This will be populated by the framework, which will overwrite any user
     * supplied value.
     * 
     *
     * string tensorflow_version = 5;
     */
    java.lang.String getTensorflowVersion();
    /**
     *      * The __version__ string of the tensorflow build used to write this graph.
     * This will be populated by the framework, which will overwrite any user
     * supplied value.
     * 
     *
     * string tensorflow_version = 5;
     */
    com.google.protobuf.ByteString
        getTensorflowVersionBytes();

    /**
     *      * The __git_version__ string of the tensorflow build used to write this
     * graph. This will be populated by the framework, which will overwrite any
     * user supplied value.
     * 
     *
     * string tensorflow_git_version = 6;
     */
    java.lang.String getTensorflowGitVersion();
    /**
     *      * The __git_version__ string of the tensorflow build used to write this
     * graph. This will be populated by the framework, which will overwrite any
     * user supplied value.
     * 
     *
     * string tensorflow_git_version = 6;
     */
    com.google.protobuf.ByteString
        getTensorflowGitVersionBytes();
  }
  /**
   *    * Meta information regarding the graph to be exported.  To be used by users
   * of this protocol buffer to encode information regarding their meta graph.
   * 
   *
   * Protobuf type {@code tensorflow.MetaGraphDef.MetaInfoDef}
   */
  public  static final class MetaInfoDef extends
      com.google.protobuf.GeneratedMessageV3 implements
      // @@protoc_insertion_point(message_implements:tensorflow.MetaGraphDef.MetaInfoDef)
      MetaInfoDefOrBuilder {
    // Use MetaInfoDef.newBuilder() to construct.
    private MetaInfoDef(com.google.protobuf.GeneratedMessageV3.Builder builder) {
      super(builder);
    }
    private MetaInfoDef() {
      metaGraphVersion_ = "";
      tags_ = com.google.protobuf.LazyStringArrayList.EMPTY;
      tensorflowVersion_ = "";
      tensorflowGitVersion_ = "";
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    public final com.google.protobuf.UnknownFieldSet
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    private MetaInfoDef(
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              if (subBuilder != null) {
                subBuilder.mergeFrom(strippedOpList_);
                strippedOpList_ = subBuilder.buildPartial();
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            case 42: {
              java.lang.String s = input.readStringRequireUtf8();

              tensorflowVersion_ = s;
              break;
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            case 50: {
              java.lang.String s = input.readStringRequireUtf8();

              tensorflowGitVersion_ = s;
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    public static final com.google.protobuf.Descriptors.Descriptor
        getDescriptor() {
      return org.tensorflow.framework.MetaGraphProtos.internal_static_tensorflow_MetaGraphDef_MetaInfoDef_descriptor;
    }

    protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable
        internalGetFieldAccessorTable() {
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    private int bitField0_;
    public static final int META_GRAPH_VERSION_FIELD_NUMBER = 1;
    private volatile java.lang.Object metaGraphVersion_;
    /**
     *      * User specified Version string. Can be the name of the model and revision,
     * steps this model has been trained to, etc.
     * 
     *
     * string meta_graph_version = 1;
     */
    public java.lang.String getMetaGraphVersion() {
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      if (ref instanceof java.lang.String) {
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        com.google.protobuf.ByteString bs = 
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    /**
     *      * User specified Version string. Can be the name of the model and revision,
     * steps this model has been trained to, etc.
     * 
     *
     * string meta_graph_version = 1;
     */
    public com.google.protobuf.ByteString
        getMetaGraphVersionBytes() {
      java.lang.Object ref = metaGraphVersion_;
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    public static final int STRIPPED_OP_LIST_FIELD_NUMBER = 2;
    private org.tensorflow.framework.OpList strippedOpList_;
    /**
     *      * A copy of the OpDefs used by the producer of this graph_def.
     * Descriptions and Ops not used in graph_def are stripped out.
     * 
     *
     * .tensorflow.OpList stripped_op_list = 2;
     */
    public boolean hasStrippedOpList() {
      return strippedOpList_ != null;
    }
    /**
     *      * A copy of the OpDefs used by the producer of this graph_def.
     * Descriptions and Ops not used in graph_def are stripped out.
     * 
     *
     * .tensorflow.OpList stripped_op_list = 2;
     */
    public org.tensorflow.framework.OpList getStrippedOpList() {
      return strippedOpList_ == null ? org.tensorflow.framework.OpList.getDefaultInstance() : strippedOpList_;
    }
    /**
     *      * A copy of the OpDefs used by the producer of this graph_def.
     * Descriptions and Ops not used in graph_def are stripped out.
     * 
     *
     * .tensorflow.OpList stripped_op_list = 2;
     */
    public org.tensorflow.framework.OpListOrBuilder getStrippedOpListOrBuilder() {
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    }

    public static final int ANY_INFO_FIELD_NUMBER = 3;
    private com.google.protobuf.Any anyInfo_;
    /**
     *      * A serialized protobuf. Can be the time this meta graph is created, or
     * modified, or name of the model.
     * 
     *
     * .google.protobuf.Any any_info = 3;
     */
    public boolean hasAnyInfo() {
      return anyInfo_ != null;
    }
    /**
     *      * A serialized protobuf. Can be the time this meta graph is created, or
     * modified, or name of the model.
     * 
     *
     * .google.protobuf.Any any_info = 3;
     */
    public com.google.protobuf.Any getAnyInfo() {
      return anyInfo_ == null ? com.google.protobuf.Any.getDefaultInstance() : anyInfo_;
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    /**
     *      * A serialized protobuf. Can be the time this meta graph is created, or
     * modified, or name of the model.
     * 
     *
     * .google.protobuf.Any any_info = 3;
     */
    public com.google.protobuf.AnyOrBuilder getAnyInfoOrBuilder() {
      return getAnyInfo();
    }

    public static final int TAGS_FIELD_NUMBER = 4;
    private com.google.protobuf.LazyStringList tags_;
    /**
     *      * User supplied tag(s) on the meta_graph and included graph_def.
     * MetaGraphDefs should be tagged with their capabilities or use-cases.
     * Examples: "train", "serve", "gpu", "tpu", etc.
     * These tags enable loaders to access the MetaGraph(s) appropriate for a
     * specific use-case or runtime environment.
     * 
     *
     * repeated string tags = 4;
     */
    public com.google.protobuf.ProtocolStringList
        getTagsList() {
      return tags_;
    }
    /**
     *      * User supplied tag(s) on the meta_graph and included graph_def.
     * MetaGraphDefs should be tagged with their capabilities or use-cases.
     * Examples: "train", "serve", "gpu", "tpu", etc.
     * These tags enable loaders to access the MetaGraph(s) appropriate for a
     * specific use-case or runtime environment.
     * 
     *
     * repeated string tags = 4;
     */
    public int getTagsCount() {
      return tags_.size();
    }
    /**
     *      * User supplied tag(s) on the meta_graph and included graph_def.
     * MetaGraphDefs should be tagged with their capabilities or use-cases.
     * Examples: "train", "serve", "gpu", "tpu", etc.
     * These tags enable loaders to access the MetaGraph(s) appropriate for a
     * specific use-case or runtime environment.
     * 
     *
     * repeated string tags = 4;
     */
    public java.lang.String getTags(int index) {
      return tags_.get(index);
    }
    /**
     *      * User supplied tag(s) on the meta_graph and included graph_def.
     * MetaGraphDefs should be tagged with their capabilities or use-cases.
     * Examples: "train", "serve", "gpu", "tpu", etc.
     * These tags enable loaders to access the MetaGraph(s) appropriate for a
     * specific use-case or runtime environment.
     * 
     *
     * repeated string tags = 4;
     */
    public com.google.protobuf.ByteString
        getTagsBytes(int index) {
      return tags_.getByteString(index);
    }

    public static final int TENSORFLOW_VERSION_FIELD_NUMBER = 5;
    private volatile java.lang.Object tensorflowVersion_;
    /**
     *      * The __version__ string of the tensorflow build used to write this graph.
     * This will be populated by the framework, which will overwrite any user
     * supplied value.
     * 
     *
     * string tensorflow_version = 5;
     */
    public java.lang.String getTensorflowVersion() {
      java.lang.Object ref = tensorflowVersion_;
      if (ref instanceof java.lang.String) {
        return (java.lang.String) ref;
      } else {
        com.google.protobuf.ByteString bs = 
            (com.google.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        tensorflowVersion_ = s;
        return s;
      }
    }
    /**
     *      * The __version__ string of the tensorflow build used to write this graph.
     * This will be populated by the framework, which will overwrite any user
     * supplied value.
     * 
     *
     * string tensorflow_version = 5;
     */
    public com.google.protobuf.ByteString
        getTensorflowVersionBytes() {
      java.lang.Object ref = tensorflowVersion_;
      if (ref instanceof java.lang.String) {
        com.google.protobuf.ByteString b = 
            com.google.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        tensorflowVersion_ = b;
        return b;
      } else {
        return (com.google.protobuf.ByteString) ref;
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    public static final int TENSORFLOW_GIT_VERSION_FIELD_NUMBER = 6;
    private volatile java.lang.Object tensorflowGitVersion_;
    /**
     *      * The __git_version__ string of the tensorflow build used to write this
     * graph. This will be populated by the framework, which will overwrite any
     * user supplied value.
     * 
     *
     * string tensorflow_git_version = 6;
     */
    public java.lang.String getTensorflowGitVersion() {
      java.lang.Object ref = tensorflowGitVersion_;
      if (ref instanceof java.lang.String) {
        return (java.lang.String) ref;
      } else {
        com.google.protobuf.ByteString bs = 
            (com.google.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        tensorflowGitVersion_ = s;
        return s;
      }
    }
    /**
     *      * The __git_version__ string of the tensorflow build used to write this
     * graph. This will be populated by the framework, which will overwrite any
     * user supplied value.
     * 
     *
     * string tensorflow_git_version = 6;
     */
    public com.google.protobuf.ByteString
        getTensorflowGitVersionBytes() {
      java.lang.Object ref = tensorflowGitVersion_;
      if (ref instanceof java.lang.String) {
        com.google.protobuf.ByteString b = 
            com.google.protobuf.ByteString.copyFromUtf8(
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        tensorflowGitVersion_ = b;
        return b;
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    public final boolean isInitialized() {
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    public void writeTo(com.google.protobuf.CodedOutputStream output)
                        throws java.io.IOException {
      if (!getMetaGraphVersionBytes().isEmpty()) {
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      }
      if (strippedOpList_ != null) {
        output.writeMessage(2, getStrippedOpList());
      }
      if (anyInfo_ != null) {
        output.writeMessage(3, getAnyInfo());
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      for (int i = 0; i < tags_.size(); i++) {
        com.google.protobuf.GeneratedMessageV3.writeString(output, 4, tags_.getRaw(i));
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      if (!getTensorflowVersionBytes().isEmpty()) {
        com.google.protobuf.GeneratedMessageV3.writeString(output, 5, tensorflowVersion_);
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      if (!getTensorflowGitVersionBytes().isEmpty()) {
        com.google.protobuf.GeneratedMessageV3.writeString(output, 6, tensorflowGitVersion_);
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    public int getSerializedSize() {
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      size = 0;
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       *        * User specified Version string. Can be the name of the model and revision,
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        } else {
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      /**
       *        * A serialized protobuf. Can be the time this meta graph is created, or
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       *
       * .google.protobuf.Any any_info = 3;
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          anyInfo_ = value;
          onChanged();
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        return this;
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      /**
       *        * A serialized protobuf. Can be the time this meta graph is created, or
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       * 
       *
       * .google.protobuf.Any any_info = 3;
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        return this;
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      /**
       *        * A serialized protobuf. Can be the time this meta graph is created, or
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       *
       * .google.protobuf.Any any_info = 3;
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       *        * A serialized protobuf. Can be the time this meta graph is created, or
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       *        * A serialized protobuf. Can be the time this meta graph is created, or
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       *        * A serialized protobuf. Can be the time this meta graph is created, or
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       *        * A serialized protobuf. Can be the time this meta graph is created, or
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        return anyInfoBuilder_;
      }

      private com.google.protobuf.LazyStringList tags_ = com.google.protobuf.LazyStringArrayList.EMPTY;
      private void ensureTagsIsMutable() {
        if (!((bitField0_ & 0x00000008) == 0x00000008)) {
          tags_ = new com.google.protobuf.LazyStringArrayList(tags_);
          bitField0_ |= 0x00000008;
         }
      }
      /**
       *        * User supplied tag(s) on the meta_graph and included graph_def.
       * MetaGraphDefs should be tagged with their capabilities or use-cases.
       * Examples: "train", "serve", "gpu", "tpu", etc.
       * These tags enable loaders to access the MetaGraph(s) appropriate for a
       * specific use-case or runtime environment.
       * 
       *
       * repeated string tags = 4;
       */
      public com.google.protobuf.ProtocolStringList
          getTagsList() {
        return tags_.getUnmodifiableView();
      }
      /**
       *        * User supplied tag(s) on the meta_graph and included graph_def.
       * MetaGraphDefs should be tagged with their capabilities or use-cases.
       * Examples: "train", "serve", "gpu", "tpu", etc.
       * These tags enable loaders to access the MetaGraph(s) appropriate for a
       * specific use-case or runtime environment.
       * 
       *
       * repeated string tags = 4;
       */
      public int getTagsCount() {
        return tags_.size();
      }
      /**
       *        * User supplied tag(s) on the meta_graph and included graph_def.
       * MetaGraphDefs should be tagged with their capabilities or use-cases.
       * Examples: "train", "serve", "gpu", "tpu", etc.
       * These tags enable loaders to access the MetaGraph(s) appropriate for a
       * specific use-case or runtime environment.
       * 
       *
       * repeated string tags = 4;
       */
      public java.lang.String getTags(int index) {
        return tags_.get(index);
      }
      /**
       *        * User supplied tag(s) on the meta_graph and included graph_def.
       * MetaGraphDefs should be tagged with their capabilities or use-cases.
       * Examples: "train", "serve", "gpu", "tpu", etc.
       * These tags enable loaders to access the MetaGraph(s) appropriate for a
       * specific use-case or runtime environment.
       * 
       *
       * repeated string tags = 4;
       */
      public com.google.protobuf.ByteString
          getTagsBytes(int index) {
        return tags_.getByteString(index);
      }
      /**
       *        * User supplied tag(s) on the meta_graph and included graph_def.
       * MetaGraphDefs should be tagged with their capabilities or use-cases.
       * Examples: "train", "serve", "gpu", "tpu", etc.
       * These tags enable loaders to access the MetaGraph(s) appropriate for a
       * specific use-case or runtime environment.
       * 
       *
       * repeated string tags = 4;
       */
      public Builder setTags(
          int index, java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  ensureTagsIsMutable();
        tags_.set(index, value);
        onChanged();
        return this;
      }
      /**
       *        * User supplied tag(s) on the meta_graph and included graph_def.
       * MetaGraphDefs should be tagged with their capabilities or use-cases.
       * Examples: "train", "serve", "gpu", "tpu", etc.
       * These tags enable loaders to access the MetaGraph(s) appropriate for a
       * specific use-case or runtime environment.
       * 
       *
       * repeated string tags = 4;
       */
      public Builder addTags(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  ensureTagsIsMutable();
        tags_.add(value);
        onChanged();
        return this;
      }
      /**
       *        * User supplied tag(s) on the meta_graph and included graph_def.
       * MetaGraphDefs should be tagged with their capabilities or use-cases.
       * Examples: "train", "serve", "gpu", "tpu", etc.
       * These tags enable loaders to access the MetaGraph(s) appropriate for a
       * specific use-case or runtime environment.
       * 
       *
       * repeated string tags = 4;
       */
      public Builder addAllTags(
          java.lang.Iterable values) {
        ensureTagsIsMutable();
        com.google.protobuf.AbstractMessageLite.Builder.addAll(
            values, tags_);
        onChanged();
        return this;
      }
      /**
       *        * User supplied tag(s) on the meta_graph and included graph_def.
       * MetaGraphDefs should be tagged with their capabilities or use-cases.
       * Examples: "train", "serve", "gpu", "tpu", etc.
       * These tags enable loaders to access the MetaGraph(s) appropriate for a
       * specific use-case or runtime environment.
       * 
       *
       * repeated string tags = 4;
       */
      public Builder clearTags() {
        tags_ = com.google.protobuf.LazyStringArrayList.EMPTY;
        bitField0_ = (bitField0_ & ~0x00000008);
        onChanged();
        return this;
      }
      /**
       *        * User supplied tag(s) on the meta_graph and included graph_def.
       * MetaGraphDefs should be tagged with their capabilities or use-cases.
       * Examples: "train", "serve", "gpu", "tpu", etc.
       * These tags enable loaders to access the MetaGraph(s) appropriate for a
       * specific use-case or runtime environment.
       * 
       *
       * repeated string tags = 4;
       */
      public Builder addTagsBytes(
          com.google.protobuf.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        ensureTagsIsMutable();
        tags_.add(value);
        onChanged();
        return this;
      }

      private java.lang.Object tensorflowVersion_ = "";
      /**
       *        * The __version__ string of the tensorflow build used to write this graph.
       * This will be populated by the framework, which will overwrite any user
       * supplied value.
       * 
       *
       * string tensorflow_version = 5;
       */
      public java.lang.String getTensorflowVersion() {
        java.lang.Object ref = tensorflowVersion_;
        if (!(ref instanceof java.lang.String)) {
          com.google.protobuf.ByteString bs =
              (com.google.protobuf.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          tensorflowVersion_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       *        * The __version__ string of the tensorflow build used to write this graph.
       * This will be populated by the framework, which will overwrite any user
       * supplied value.
       * 
       *
       * string tensorflow_version = 5;
       */
      public com.google.protobuf.ByteString
          getTensorflowVersionBytes() {
        java.lang.Object ref = tensorflowVersion_;
        if (ref instanceof String) {
          com.google.protobuf.ByteString b = 
              com.google.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          tensorflowVersion_ = b;
          return b;
        } else {
          return (com.google.protobuf.ByteString) ref;
        }
      }
      /**
       *        * The __version__ string of the tensorflow build used to write this graph.
       * This will be populated by the framework, which will overwrite any user
       * supplied value.
       * 
       *
       * string tensorflow_version = 5;
       */
      public Builder setTensorflowVersion(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        tensorflowVersion_ = value;
        onChanged();
        return this;
      }
      /**
       *        * The __version__ string of the tensorflow build used to write this graph.
       * This will be populated by the framework, which will overwrite any user
       * supplied value.
       * 
       *
       * string tensorflow_version = 5;
       */
      public Builder clearTensorflowVersion() {
        
        tensorflowVersion_ = getDefaultInstance().getTensorflowVersion();
        onChanged();
        return this;
      }
      /**
       *        * The __version__ string of the tensorflow build used to write this graph.
       * This will be populated by the framework, which will overwrite any user
       * supplied value.
       * 
       *
       * string tensorflow_version = 5;
       */
      public Builder setTensorflowVersionBytes(
          com.google.protobuf.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        tensorflowVersion_ = value;
        onChanged();
        return this;
      }

      private java.lang.Object tensorflowGitVersion_ = "";
      /**
       *        * The __git_version__ string of the tensorflow build used to write this
       * graph. This will be populated by the framework, which will overwrite any
       * user supplied value.
       * 
       *
       * string tensorflow_git_version = 6;
       */
      public java.lang.String getTensorflowGitVersion() {
        java.lang.Object ref = tensorflowGitVersion_;
        if (!(ref instanceof java.lang.String)) {
          com.google.protobuf.ByteString bs =
              (com.google.protobuf.ByteString) ref;
          java.lang.String s = bs.toStringUtf8();
          tensorflowGitVersion_ = s;
          return s;
        } else {
          return (java.lang.String) ref;
        }
      }
      /**
       *        * The __git_version__ string of the tensorflow build used to write this
       * graph. This will be populated by the framework, which will overwrite any
       * user supplied value.
       * 
       *
       * string tensorflow_git_version = 6;
       */
      public com.google.protobuf.ByteString
          getTensorflowGitVersionBytes() {
        java.lang.Object ref = tensorflowGitVersion_;
        if (ref instanceof String) {
          com.google.protobuf.ByteString b = 
              com.google.protobuf.ByteString.copyFromUtf8(
                  (java.lang.String) ref);
          tensorflowGitVersion_ = b;
          return b;
        } else {
          return (com.google.protobuf.ByteString) ref;
        }
      }
      /**
       *        * The __git_version__ string of the tensorflow build used to write this
       * graph. This will be populated by the framework, which will overwrite any
       * user supplied value.
       * 
       *
       * string tensorflow_git_version = 6;
       */
      public Builder setTensorflowGitVersion(
          java.lang.String value) {
        if (value == null) {
    throw new NullPointerException();
  }
  
        tensorflowGitVersion_ = value;
        onChanged();
        return this;
      }
      /**
       *        * The __git_version__ string of the tensorflow build used to write this
       * graph. This will be populated by the framework, which will overwrite any
       * user supplied value.
       * 
       *
       * string tensorflow_git_version = 6;
       */
      public Builder clearTensorflowGitVersion() {
        
        tensorflowGitVersion_ = getDefaultInstance().getTensorflowGitVersion();
        onChanged();
        return this;
      }
      /**
       *        * The __git_version__ string of the tensorflow build used to write this
       * graph. This will be populated by the framework, which will overwrite any
       * user supplied value.
       * 
       *
       * string tensorflow_git_version = 6;
       */
      public Builder setTensorflowGitVersionBytes(
          com.google.protobuf.ByteString value) {
        if (value == null) {
    throw new NullPointerException();
  }
  checkByteStringIsUtf8(value);
        
        tensorflowGitVersion_ = value;
        onChanged();
        return this;
      }
      public final Builder setUnknownFields(
          final com.google.protobuf.UnknownFieldSet unknownFields) {
        return this;
      }

      public final Builder mergeUnknownFields(
          final com.google.protobuf.UnknownFieldSet unknownFields) {
        return this;
      }


      // @@protoc_insertion_point(builder_scope:tensorflow.MetaGraphDef.MetaInfoDef)
    }

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

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

    private static final com.google.protobuf.Parser
        PARSER = new com.google.protobuf.AbstractParser() {
      public MetaInfoDef parsePartialFrom(
          com.google.protobuf.CodedInputStream input,
          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
          throws com.google.protobuf.InvalidProtocolBufferException {
          return new MetaInfoDef(input, extensionRegistry);
      }
    };

    public static com.google.protobuf.Parser parser() {
      return PARSER;
    }

    @java.lang.Override
    public com.google.protobuf.Parser getParserForType() {
      return PARSER;
    }

    public org.tensorflow.framework.MetaGraphDef.MetaInfoDef getDefaultInstanceForType() {
      return DEFAULT_INSTANCE;
    }

  }

  private int bitField0_;
  public static final int META_INFO_DEF_FIELD_NUMBER = 1;
  private org.tensorflow.framework.MetaGraphDef.MetaInfoDef metaInfoDef_;
  /**
   * .tensorflow.MetaGraphDef.MetaInfoDef meta_info_def = 1;
   */
  public boolean hasMetaInfoDef() {
    return metaInfoDef_ != null;
  }
  /**
   * .tensorflow.MetaGraphDef.MetaInfoDef meta_info_def = 1;
   */
  public org.tensorflow.framework.MetaGraphDef.MetaInfoDef getMetaInfoDef() {
    return metaInfoDef_ == null ? org.tensorflow.framework.MetaGraphDef.MetaInfoDef.getDefaultInstance() : metaInfoDef_;
  }
  /**
   * .tensorflow.MetaGraphDef.MetaInfoDef meta_info_def = 1;
   */
  public org.tensorflow.framework.MetaGraphDef.MetaInfoDefOrBuilder getMetaInfoDefOrBuilder() {
    return getMetaInfoDef();
  }

  public static final int GRAPH_DEF_FIELD_NUMBER = 2;
  private org.tensorflow.framework.GraphDef graphDef_;
  /**
   *    * GraphDef.
   * 
   *
   * .tensorflow.GraphDef graph_def = 2;
   */
  public boolean hasGraphDef() {
    return graphDef_ != null;
  }
  /**
   *    * GraphDef.
   * 
   *
   * .tensorflow.GraphDef graph_def = 2;
   */
  public org.tensorflow.framework.GraphDef getGraphDef() {
    return graphDef_ == null ? org.tensorflow.framework.GraphDef.getDefaultInstance() : graphDef_;
  }
  /**
   *    * GraphDef.
   * 
   *
   * .tensorflow.GraphDef graph_def = 2;
   */
  public org.tensorflow.framework.GraphDefOrBuilder getGraphDefOrBuilder() {
    return getGraphDef();
  }

  public static final int SAVER_DEF_FIELD_NUMBER = 3;
  private org.tensorflow.util.SaverDef saverDef_;
  /**
   *    * SaverDef.
   * 
   *
   * .tensorflow.SaverDef saver_def = 3;
   */
  public boolean hasSaverDef() {
    return saverDef_ != null;
  }
  /**
   *    * SaverDef.
   * 
   *
   * .tensorflow.SaverDef saver_def = 3;
   */
  public org.tensorflow.util.SaverDef getSaverDef() {
    return saverDef_ == null ? org.tensorflow.util.SaverDef.getDefaultInstance() : saverDef_;
  }
  /**
   *    * SaverDef.
   * 
   *
   * .tensorflow.SaverDef saver_def = 3;
   */
  public org.tensorflow.util.SaverDefOrBuilder getSaverDefOrBuilder() {
    return getSaverDef();
  }

  public static final int COLLECTION_DEF_FIELD_NUMBER = 4;
  private static final class CollectionDefDefaultEntryHolder {
    static final com.google.protobuf.MapEntry<
        java.lang.String, org.tensorflow.framework.CollectionDef> defaultEntry =
            com.google.protobuf.MapEntry
            .newDefaultInstance(
                org.tensorflow.framework.MetaGraphProtos.internal_static_tensorflow_MetaGraphDef_CollectionDefEntry_descriptor, 
                com.google.protobuf.WireFormat.FieldType.STRING,
                "",
                com.google.protobuf.WireFormat.FieldType.MESSAGE,
                org.tensorflow.framework.CollectionDef.getDefaultInstance());
  }
  private com.google.protobuf.MapField<
      java.lang.String, org.tensorflow.framework.CollectionDef> collectionDef_;
  private com.google.protobuf.MapField
  internalGetCollectionDef() {
    if (collectionDef_ == null) {
      return com.google.protobuf.MapField.emptyMapField(
          CollectionDefDefaultEntryHolder.defaultEntry);
    }
    return collectionDef_;
  }

  public int getCollectionDefCount() {
    return internalGetCollectionDef().getMap().size();
  }
  /**
   *    * collection_def: Map from collection name to collections.
   * See CollectionDef section for details.
   * 
   *
   * map<string, .tensorflow.CollectionDef> collection_def = 4;
   */

  public boolean containsCollectionDef(
      java.lang.String key) {
    if (key == null) { throw new java.lang.NullPointerException(); }
    return internalGetCollectionDef().getMap().containsKey(key);
  }
  /**
   * Use {@link #getCollectionDefMap()} instead.
   */
  @java.lang.Deprecated
  public java.util.Map getCollectionDef() {
    return getCollectionDefMap();
  }
  /**
   *    * collection_def: Map from collection name to collections.
   * See CollectionDef section for details.
   * 
   *
   * map<string, .tensorflow.CollectionDef> collection_def = 4;
   */

  public java.util.Map getCollectionDefMap() {
    return internalGetCollectionDef().getMap();
  }
  /**
   *    * collection_def: Map from collection name to collections.
   * See CollectionDef section for details.
   * 
   *
   * map<string, .tensorflow.CollectionDef> collection_def = 4;
   */

  public org.tensorflow.framework.CollectionDef getCollectionDefOrDefault(
      java.lang.String key,
      org.tensorflow.framework.CollectionDef defaultValue) {
    if (key == null) { throw new java.lang.NullPointerException(); }
    java.util.Map map =
        internalGetCollectionDef().getMap();
    return map.containsKey(key) ? map.get(key) : defaultValue;
  }
  /**
   *    * collection_def: Map from collection name to collections.
   * See CollectionDef section for details.
   * 
   *
   * map<string, .tensorflow.CollectionDef> collection_def = 4;
   */

  public org.tensorflow.framework.CollectionDef getCollectionDefOrThrow(
      java.lang.String key) {
    if (key == null) { throw new java.lang.NullPointerException(); }
    java.util.Map map =
        internalGetCollectionDef().getMap();
    if (!map.containsKey(key)) {
      throw new java.lang.IllegalArgumentException();
    }
    return map.get(key);
  }

  public static final int SIGNATURE_DEF_FIELD_NUMBER = 5;
  private static final class SignatureDefDefaultEntryHolder {
    static final com.google.protobuf.MapEntry<
        java.lang.String, org.tensorflow.framework.SignatureDef> defaultEntry =
            com.google.protobuf.MapEntry
            .newDefaultInstance(
                org.tensorflow.framework.MetaGraphProtos.internal_static_tensorflow_MetaGraphDef_SignatureDefEntry_descriptor, 
                com.google.protobuf.WireFormat.FieldType.STRING,
                "",
                com.google.protobuf.WireFormat.FieldType.MESSAGE,
                org.tensorflow.framework.SignatureDef.getDefaultInstance());
  }
  private com.google.protobuf.MapField<
      java.lang.String, org.tensorflow.framework.SignatureDef> signatureDef_;
  private com.google.protobuf.MapField
  internalGetSignatureDef() {
    if (signatureDef_ == null) {
      return com.google.protobuf.MapField.emptyMapField(
          SignatureDefDefaultEntryHolder.defaultEntry);
    }
    return signatureDef_;
  }

  public int getSignatureDefCount() {
    return internalGetSignatureDef().getMap().size();
  }
  /**
   *    * signature_def: Map from user supplied key for a signature to a single
   * SignatureDef.
   * 
   *
   * map<string, .tensorflow.SignatureDef> signature_def = 5;
   */

  public boolean containsSignatureDef(
      java.lang.String key) {
    if (key == null) { throw new java.lang.NullPointerException(); }
    return internalGetSignatureDef().getMap().containsKey(key);
  }
  /**
   * Use {@link #getSignatureDefMap()} instead.
   */
  @java.lang.Deprecated
  public java.util.Map getSignatureDef() {
    return getSignatureDefMap();
  }
  /**
   *    * signature_def: Map from user supplied key for a signature to a single
   * SignatureDef.
   * 
   *
   * map<string, .tensorflow.SignatureDef> signature_def = 5;
   */

  public java.util.Map getSignatureDefMap() {
    return internalGetSignatureDef().getMap();
  }
  /**
   *    * signature_def: Map from user supplied key for a signature to a single
   * SignatureDef.
   * 
   *
   * map<string, .tensorflow.SignatureDef> signature_def = 5;
   */

  public org.tensorflow.framework.SignatureDef getSignatureDefOrDefault(
      java.lang.String key,
      org.tensorflow.framework.SignatureDef defaultValue) {
    if (key == null) { throw new java.lang.NullPointerException(); }
    java.util.Map map =
        internalGetSignatureDef().getMap();
    return map.containsKey(key) ? map.get(key) : defaultValue;
  }
  /**
   *    * signature_def: Map from user supplied key for a signature to a single
   * SignatureDef.
   * 
   *
   * map<string, .tensorflow.SignatureDef> signature_def = 5;
   */

  public org.tensorflow.framework.SignatureDef getSignatureDefOrThrow(
      java.lang.String key) {
    if (key == null) { throw new java.lang.NullPointerException(); }
    java.util.Map map =
        internalGetSignatureDef().getMap();
    if (!map.containsKey(key)) {
      throw new java.lang.IllegalArgumentException();
    }
    return map.get(key);
  }

  public static final int ASSET_FILE_DEF_FIELD_NUMBER = 6;
  private java.util.List assetFileDef_;
  /**
   *    * Asset file def to be used with the defined graph.
   * 
   *
   * repeated .tensorflow.AssetFileDef asset_file_def = 6;
   */
  public java.util.List getAssetFileDefList() {
    return assetFileDef_;
  }
  /**
   *    * Asset file def to be used with the defined graph.
   * 
   *
   * repeated .tensorflow.AssetFileDef asset_file_def = 6;
   */
  public java.util.List 
      getAssetFileDefOrBuilderList() {
    return assetFileDef_;
  }
  /**
   *    * Asset file def to be used with the defined graph.
   * 
   *
   * repeated .tensorflow.AssetFileDef asset_file_def = 6;
   */
  public int getAssetFileDefCount() {
    return assetFileDef_.size();
  }
  /**
   *    * Asset file def to be used with the defined graph.
   * 
   *
   * repeated .tensorflow.AssetFileDef asset_file_def = 6;
   */
  public org.tensorflow.framework.AssetFileDef getAssetFileDef(int index) {
    return assetFileDef_.get(index);
  }
  /**
   *    * Asset file def to be used with the defined graph.
   * 
   *
   * repeated .tensorflow.AssetFileDef asset_file_def = 6;
   */
  public org.tensorflow.framework.AssetFileDefOrBuilder getAssetFileDefOrBuilder(
      int index) {
    return assetFileDef_.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;
  }

  public void writeTo(com.google.protobuf.CodedOutputStream output)
                      throws java.io.IOException {
    if (metaInfoDef_ != null) {
      output.writeMessage(1, getMetaInfoDef());
    }
    if (graphDef_ != null) {
      output.writeMessage(2, getGraphDef());
    }
    if (saverDef_ != null) {
      output.writeMessage(3, getSaverDef());
    }
    com.google.protobuf.GeneratedMessageV3
      .serializeStringMapTo(
        output,
        internalGetCollectionDef(),
        CollectionDefDefaultEntryHolder.defaultEntry,
        4);
    com.google.protobuf.GeneratedMessageV3
      .serializeStringMapTo(
        output,
        internalGetSignatureDef(),
        SignatureDefDefaultEntryHolder.defaultEntry,
        5);
    for (int i = 0; i < assetFileDef_.size(); i++) {
      output.writeMessage(6, assetFileDef_.get(i));
    }
  }

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

    size = 0;
    if (metaInfoDef_ != null) {
      size += com.google.protobuf.CodedOutputStream
        .computeMessageSize(1, getMetaInfoDef());
    }
    if (graphDef_ != null) {
      size += com.google.protobuf.CodedOutputStream
        .computeMessageSize(2, getGraphDef());
    }
    if (saverDef_ != null) {
      size += com.google.protobuf.CodedOutputStream
        .computeMessageSize(3, getSaverDef());
    }
    for (java.util.Map.Entry entry
         : internalGetCollectionDef().getMap().entrySet()) {
      com.google.protobuf.MapEntry
      collectionDef__ = CollectionDefDefaultEntryHolder.defaultEntry.newBuilderForType()
          .setKey(entry.getKey())
          .setValue(entry.getValue())
          .build();
      size += com.google.protobuf.CodedOutputStream
          .computeMessageSize(4, collectionDef__);
    }
    for (java.util.Map.Entry entry
         : internalGetSignatureDef().getMap().entrySet()) {
      com.google.protobuf.MapEntry
      signatureDef__ = SignatureDefDefaultEntryHolder.defaultEntry.newBuilderForType()
          .setKey(entry.getKey())
          .setValue(entry.getValue())
          .build();
      size += com.google.protobuf.CodedOutputStream
          .computeMessageSize(5, signatureDef__);
    }
    for (int i = 0; i < assetFileDef_.size(); i++) {
      size += com.google.protobuf.CodedOutputStream
        .computeMessageSize(6, assetFileDef_.get(i));
    }
    memoizedSize = size;
    return size;
  }

  private static final long serialVersionUID = 0L;
  @java.lang.Override
  public boolean equals(final java.lang.Object obj) {
    if (obj == this) {
     return true;
    }
    if (!(obj instanceof org.tensorflow.framework.MetaGraphDef)) {
      return super.equals(obj);
    }
    org.tensorflow.framework.MetaGraphDef other = (org.tensorflow.framework.MetaGraphDef) obj;

    boolean result = true;
    result = result && (hasMetaInfoDef() == other.hasMetaInfoDef());
    if (hasMetaInfoDef()) {
      result = result && getMetaInfoDef()
          .equals(other.getMetaInfoDef());
    }
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   *   MetaInfoDef
   *   GraphDef
   *   SaverDef
   *   CollectionDef
   *   TensorInfo
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     * .tensorflow.MetaGraphDef.MetaInfoDef meta_info_def = 1;
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    /**
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     * .tensorflow.MetaGraphDef.MetaInfoDef meta_info_def = 1;
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    /**
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    /**
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     * 
     *
     * .tensorflow.SaverDef saver_def = 3;
     */
    public org.tensorflow.util.SaverDefOrBuilder getSaverDefOrBuilder() {
      if (saverDefBuilder_ != null) {
        return saverDefBuilder_.getMessageOrBuilder();
      } else {
        return saverDef_ == null ?
            org.tensorflow.util.SaverDef.getDefaultInstance() : saverDef_;
      }
    }
    /**
     *      * SaverDef.
     * 
     *
     * .tensorflow.SaverDef saver_def = 3;
     */
    private com.google.protobuf.SingleFieldBuilderV3<
        org.tensorflow.util.SaverDef, org.tensorflow.util.SaverDef.Builder, org.tensorflow.util.SaverDefOrBuilder> 
        getSaverDefFieldBuilder() {
      if (saverDefBuilder_ == null) {
        saverDefBuilder_ = new com.google.protobuf.SingleFieldBuilderV3<
            org.tensorflow.util.SaverDef, org.tensorflow.util.SaverDef.Builder, org.tensorflow.util.SaverDefOrBuilder>(
                getSaverDef(),
                getParentForChildren(),
                isClean());
        saverDef_ = null;
      }
      return saverDefBuilder_;
    }

    private com.google.protobuf.MapField<
        java.lang.String, org.tensorflow.framework.CollectionDef> collectionDef_;
    private com.google.protobuf.MapField
    internalGetCollectionDef() {
      if (collectionDef_ == null) {
        return com.google.protobuf.MapField.emptyMapField(
            CollectionDefDefaultEntryHolder.defaultEntry);
      }
      return collectionDef_;
    }
    private com.google.protobuf.MapField
    internalGetMutableCollectionDef() {
      onChanged();;
      if (collectionDef_ == null) {
        collectionDef_ = com.google.protobuf.MapField.newMapField(
            CollectionDefDefaultEntryHolder.defaultEntry);
      }
      if (!collectionDef_.isMutable()) {
        collectionDef_ = collectionDef_.copy();
      }
      return collectionDef_;
    }

    public int getCollectionDefCount() {
      return internalGetCollectionDef().getMap().size();
    }
    /**
     *      * collection_def: Map from collection name to collections.
     * See CollectionDef section for details.
     * 
     *
     * map<string, .tensorflow.CollectionDef> collection_def = 4;
     */

    public boolean containsCollectionDef(
        java.lang.String key) {
      if (key == null) { throw new java.lang.NullPointerException(); }
      return internalGetCollectionDef().getMap().containsKey(key);
    }
    /**
     * Use {@link #getCollectionDefMap()} instead.
     */
    @java.lang.Deprecated
    public java.util.Map getCollectionDef() {
      return getCollectionDefMap();
    }
    /**
     *      * collection_def: Map from collection name to collections.
     * See CollectionDef section for details.
     * 
     *
     * map<string, .tensorflow.CollectionDef> collection_def = 4;
     */

    public java.util.Map getCollectionDefMap() {
      return internalGetCollectionDef().getMap();
    }
    /**
     *      * collection_def: Map from collection name to collections.
     * See CollectionDef section for details.
     * 
     *
     * map<string, .tensorflow.CollectionDef> collection_def = 4;
     */

    public org.tensorflow.framework.CollectionDef getCollectionDefOrDefault(
        java.lang.String key,
        org.tensorflow.framework.CollectionDef defaultValue) {
      if (key == null) { throw new java.lang.NullPointerException(); }
      java.util.Map map =
          internalGetCollectionDef().getMap();
      return map.containsKey(key) ? map.get(key) : defaultValue;
    }
    /**
     *      * collection_def: Map from collection name to collections.
     * See CollectionDef section for details.
     * 
     *
     * map<string, .tensorflow.CollectionDef> collection_def = 4;
     */

    public org.tensorflow.framework.CollectionDef getCollectionDefOrThrow(
        java.lang.String key) {
      if (key == null) { throw new java.lang.NullPointerException(); }
      java.util.Map map =
          internalGetCollectionDef().getMap();
      if (!map.containsKey(key)) {
        throw new java.lang.IllegalArgumentException();
      }
      return map.get(key);
    }

    public Builder clearCollectionDef() {
      internalGetMutableCollectionDef().getMutableMap()
          .clear();
      return this;
    }
    /**
     *      * collection_def: Map from collection name to collections.
     * See CollectionDef section for details.
     * 
     *
     * map<string, .tensorflow.CollectionDef> collection_def = 4;
     */

    public Builder removeCollectionDef(
        java.lang.String key) {
      if (key == null) { throw new java.lang.NullPointerException(); }
      internalGetMutableCollectionDef().getMutableMap()
          .remove(key);
      return this;
    }
    /**
     * Use alternate mutation accessors instead.
     */
    @java.lang.Deprecated
    public java.util.Map
    getMutableCollectionDef() {
      return internalGetMutableCollectionDef().getMutableMap();
    }
    /**
     *      * collection_def: Map from collection name to collections.
     * See CollectionDef section for details.
     * 
     *
     * map<string, .tensorflow.CollectionDef> collection_def = 4;
     */
    public Builder putCollectionDef(
        java.lang.String key,
        org.tensorflow.framework.CollectionDef value) {
      if (key == null) { throw new java.lang.NullPointerException(); }
      if (value == null) { throw new java.lang.NullPointerException(); }
      internalGetMutableCollectionDef().getMutableMap()
          .put(key, value);
      return this;
    }
    /**
     *      * collection_def: Map from collection name to collections.
     * See CollectionDef section for details.
     * 
     *
     * map<string, .tensorflow.CollectionDef> collection_def = 4;
     */

    public Builder putAllCollectionDef(
        java.util.Map values) {
      internalGetMutableCollectionDef().getMutableMap()
          .putAll(values);
      return this;
    }

    private com.google.protobuf.MapField<
        java.lang.String, org.tensorflow.framework.SignatureDef> signatureDef_;
    private com.google.protobuf.MapField
    internalGetSignatureDef() {
      if (signatureDef_ == null) {
        return com.google.protobuf.MapField.emptyMapField(
            SignatureDefDefaultEntryHolder.defaultEntry);
      }
      return signatureDef_;
    }
    private com.google.protobuf.MapField
    internalGetMutableSignatureDef() {
      onChanged();;
      if (signatureDef_ == null) {
        signatureDef_ = com.google.protobuf.MapField.newMapField(
            SignatureDefDefaultEntryHolder.defaultEntry);
      }
      if (!signatureDef_.isMutable()) {
        signatureDef_ = signatureDef_.copy();
      }
      return signatureDef_;
    }

    public int getSignatureDefCount() {
      return internalGetSignatureDef().getMap().size();
    }
    /**
     *      * signature_def: Map from user supplied key for a signature to a single
     * SignatureDef.
     * 
     *
     * map<string, .tensorflow.SignatureDef> signature_def = 5;
     */

    public boolean containsSignatureDef(
        java.lang.String key) {
      if (key == null) { throw new java.lang.NullPointerException(); }
      return internalGetSignatureDef().getMap().containsKey(key);
    }
    /**
     * Use {@link #getSignatureDefMap()} instead.
     */
    @java.lang.Deprecated
    public java.util.Map getSignatureDef() {
      return getSignatureDefMap();
    }
    /**
     *      * signature_def: Map from user supplied key for a signature to a single
     * SignatureDef.
     * 
     *
     * map<string, .tensorflow.SignatureDef> signature_def = 5;
     */

    public java.util.Map getSignatureDefMap() {
      return internalGetSignatureDef().getMap();
    }
    /**
     *      * signature_def: Map from user supplied key for a signature to a single
     * SignatureDef.
     * 
     *
     * map<string, .tensorflow.SignatureDef> signature_def = 5;
     */

    public org.tensorflow.framework.SignatureDef getSignatureDefOrDefault(
        java.lang.String key,
        org.tensorflow.framework.SignatureDef defaultValue) {
      if (key == null) { throw new java.lang.NullPointerException(); }
      java.util.Map map =
          internalGetSignatureDef().getMap();
      return map.containsKey(key) ? map.get(key) : defaultValue;
    }
    /**
     *      * signature_def: Map from user supplied key for a signature to a single
     * SignatureDef.
     * 
     *
     * map<string, .tensorflow.SignatureDef> signature_def = 5;
     */

    public org.tensorflow.framework.SignatureDef getSignatureDefOrThrow(
        java.lang.String key) {
      if (key == null) { throw new java.lang.NullPointerException(); }
      java.util.Map map =
          internalGetSignatureDef().getMap();
      if (!map.containsKey(key)) {
        throw new java.lang.IllegalArgumentException();
      }
      return map.get(key);
    }

    public Builder clearSignatureDef() {
      internalGetMutableSignatureDef().getMutableMap()
          .clear();
      return this;
    }
    /**
     *      * signature_def: Map from user supplied key for a signature to a single
     * SignatureDef.
     * 
     *
     * map<string, .tensorflow.SignatureDef> signature_def = 5;
     */

    public Builder removeSignatureDef(
        java.lang.String key) {
      if (key == null) { throw new java.lang.NullPointerException(); }
      internalGetMutableSignatureDef().getMutableMap()
          .remove(key);
      return this;
    }
    /**
     * Use alternate mutation accessors instead.
     */
    @java.lang.Deprecated
    public java.util.Map
    getMutableSignatureDef() {
      return internalGetMutableSignatureDef().getMutableMap();
    }
    /**
     *      * signature_def: Map from user supplied key for a signature to a single
     * SignatureDef.
     * 
     *
     * map<string, .tensorflow.SignatureDef> signature_def = 5;
     */
    public Builder putSignatureDef(
        java.lang.String key,
        org.tensorflow.framework.SignatureDef value) {
      if (key == null) { throw new java.lang.NullPointerException(); }
      if (value == null) { throw new java.lang.NullPointerException(); }
      internalGetMutableSignatureDef().getMutableMap()
          .put(key, value);
      return this;
    }
    /**
     *      * signature_def: Map from user supplied key for a signature to a single
     * SignatureDef.
     * 
     *
     * map<string, .tensorflow.SignatureDef> signature_def = 5;
     */

    public Builder putAllSignatureDef(
        java.util.Map values) {
      internalGetMutableSignatureDef().getMutableMap()
          .putAll(values);
      return this;
    }

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

    private com.google.protobuf.RepeatedFieldBuilderV3<
        org.tensorflow.framework.AssetFileDef, org.tensorflow.framework.AssetFileDef.Builder, org.tensorflow.framework.AssetFileDefOrBuilder> assetFileDefBuilder_;

    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public java.util.List getAssetFileDefList() {
      if (assetFileDefBuilder_ == null) {
        return java.util.Collections.unmodifiableList(assetFileDef_);
      } else {
        return assetFileDefBuilder_.getMessageList();
      }
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public int getAssetFileDefCount() {
      if (assetFileDefBuilder_ == null) {
        return assetFileDef_.size();
      } else {
        return assetFileDefBuilder_.getCount();
      }
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public org.tensorflow.framework.AssetFileDef getAssetFileDef(int index) {
      if (assetFileDefBuilder_ == null) {
        return assetFileDef_.get(index);
      } else {
        return assetFileDefBuilder_.getMessage(index);
      }
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public Builder setAssetFileDef(
        int index, org.tensorflow.framework.AssetFileDef value) {
      if (assetFileDefBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        ensureAssetFileDefIsMutable();
        assetFileDef_.set(index, value);
        onChanged();
      } else {
        assetFileDefBuilder_.setMessage(index, value);
      }
      return this;
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public Builder setAssetFileDef(
        int index, org.tensorflow.framework.AssetFileDef.Builder builderForValue) {
      if (assetFileDefBuilder_ == null) {
        ensureAssetFileDefIsMutable();
        assetFileDef_.set(index, builderForValue.build());
        onChanged();
      } else {
        assetFileDefBuilder_.setMessage(index, builderForValue.build());
      }
      return this;
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public Builder addAssetFileDef(org.tensorflow.framework.AssetFileDef value) {
      if (assetFileDefBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        ensureAssetFileDefIsMutable();
        assetFileDef_.add(value);
        onChanged();
      } else {
        assetFileDefBuilder_.addMessage(value);
      }
      return this;
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public Builder addAssetFileDef(
        int index, org.tensorflow.framework.AssetFileDef value) {
      if (assetFileDefBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        ensureAssetFileDefIsMutable();
        assetFileDef_.add(index, value);
        onChanged();
      } else {
        assetFileDefBuilder_.addMessage(index, value);
      }
      return this;
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public Builder addAssetFileDef(
        org.tensorflow.framework.AssetFileDef.Builder builderForValue) {
      if (assetFileDefBuilder_ == null) {
        ensureAssetFileDefIsMutable();
        assetFileDef_.add(builderForValue.build());
        onChanged();
      } else {
        assetFileDefBuilder_.addMessage(builderForValue.build());
      }
      return this;
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public Builder addAssetFileDef(
        int index, org.tensorflow.framework.AssetFileDef.Builder builderForValue) {
      if (assetFileDefBuilder_ == null) {
        ensureAssetFileDefIsMutable();
        assetFileDef_.add(index, builderForValue.build());
        onChanged();
      } else {
        assetFileDefBuilder_.addMessage(index, builderForValue.build());
      }
      return this;
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public Builder addAllAssetFileDef(
        java.lang.Iterable values) {
      if (assetFileDefBuilder_ == null) {
        ensureAssetFileDefIsMutable();
        com.google.protobuf.AbstractMessageLite.Builder.addAll(
            values, assetFileDef_);
        onChanged();
      } else {
        assetFileDefBuilder_.addAllMessages(values);
      }
      return this;
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public Builder clearAssetFileDef() {
      if (assetFileDefBuilder_ == null) {
        assetFileDef_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000020);
        onChanged();
      } else {
        assetFileDefBuilder_.clear();
      }
      return this;
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public Builder removeAssetFileDef(int index) {
      if (assetFileDefBuilder_ == null) {
        ensureAssetFileDefIsMutable();
        assetFileDef_.remove(index);
        onChanged();
      } else {
        assetFileDefBuilder_.remove(index);
      }
      return this;
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public org.tensorflow.framework.AssetFileDef.Builder getAssetFileDefBuilder(
        int index) {
      return getAssetFileDefFieldBuilder().getBuilder(index);
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public org.tensorflow.framework.AssetFileDefOrBuilder getAssetFileDefOrBuilder(
        int index) {
      if (assetFileDefBuilder_ == null) {
        return assetFileDef_.get(index);  } else {
        return assetFileDefBuilder_.getMessageOrBuilder(index);
      }
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public java.util.List 
         getAssetFileDefOrBuilderList() {
      if (assetFileDefBuilder_ != null) {
        return assetFileDefBuilder_.getMessageOrBuilderList();
      } else {
        return java.util.Collections.unmodifiableList(assetFileDef_);
      }
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public org.tensorflow.framework.AssetFileDef.Builder addAssetFileDefBuilder() {
      return getAssetFileDefFieldBuilder().addBuilder(
          org.tensorflow.framework.AssetFileDef.getDefaultInstance());
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public org.tensorflow.framework.AssetFileDef.Builder addAssetFileDefBuilder(
        int index) {
      return getAssetFileDefFieldBuilder().addBuilder(
          index, org.tensorflow.framework.AssetFileDef.getDefaultInstance());
    }
    /**
     *      * Asset file def to be used with the defined graph.
     * 
     *
     * repeated .tensorflow.AssetFileDef asset_file_def = 6;
     */
    public java.util.List 
         getAssetFileDefBuilderList() {
      return getAssetFileDefFieldBuilder().getBuilderList();
    }
    private com.google.protobuf.RepeatedFieldBuilderV3<
        org.tensorflow.framework.AssetFileDef, org.tensorflow.framework.AssetFileDef.Builder, org.tensorflow.framework.AssetFileDefOrBuilder> 
        getAssetFileDefFieldBuilder() {
      if (assetFileDefBuilder_ == null) {
        assetFileDefBuilder_ = new com.google.protobuf.RepeatedFieldBuilderV3<
            org.tensorflow.framework.AssetFileDef, org.tensorflow.framework.AssetFileDef.Builder, org.tensorflow.framework.AssetFileDefOrBuilder>(
                assetFileDef_,
                ((bitField0_ & 0x00000020) == 0x00000020),
                getParentForChildren(),
                isClean());
        assetFileDef_ = null;
      }
      return assetFileDefBuilder_;
    }
    public final Builder setUnknownFields(
        final com.google.protobuf.UnknownFieldSet unknownFields) {
      return this;
    }

    public final Builder mergeUnknownFields(
        final com.google.protobuf.UnknownFieldSet unknownFields) {
      return this;
    }


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

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

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

  private static final com.google.protobuf.Parser
      PARSER = new com.google.protobuf.AbstractParser() {
    public MetaGraphDef parsePartialFrom(
        com.google.protobuf.CodedInputStream input,
        com.google.protobuf.ExtensionRegistryLite extensionRegistry)
        throws com.google.protobuf.InvalidProtocolBufferException {
        return new MetaGraphDef(input, extensionRegistry);
    }
  };

  public static com.google.protobuf.Parser parser() {
    return PARSER;
  }

  @java.lang.Override
  public com.google.protobuf.Parser getParserForType() {
    return PARSER;
  }

  public org.tensorflow.framework.MetaGraphDef getDefaultInstanceForType() {
    return DEFAULT_INSTANCE;
  }

}