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• CostGraphDef.java

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

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

package org.tensorflow.framework;

/**
 * Protobuf type {@code tensorflow.CostGraphDef}
 */
public  final class CostGraphDef extends
    org.nd4j.shade.protobuf.GeneratedMessageV3 implements
    // @@protoc_insertion_point(message_implements:tensorflow.CostGraphDef)
    CostGraphDefOrBuilder {
private static final long serialVersionUID = 0L;
  // Use CostGraphDef.newBuilder() to construct.
  private CostGraphDef(org.nd4j.shade.protobuf.GeneratedMessageV3.Builder builder) {
    super(builder);
  }
  private CostGraphDef() {
    node_ = java.util.Collections.emptyList();
  }

  @java.lang.Override
  public final org.nd4j.shade.protobuf.UnknownFieldSet
  getUnknownFields() {
    return this.unknownFields;
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  private CostGraphDef(
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  public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
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    return org.tensorflow.framework.CostGraphProtos.internal_static_tensorflow_CostGraphDef_descriptor;
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    /**
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     * The name of the node. Names are globally unique.
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    /**
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     * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
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    org.tensorflow.framework.CostGraphDef.Node.InputInfo getInputInfo(int index);
    /**
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    int getInputInfoCount();
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    java.util.List 
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    /**
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     * Temporary memory used by this node.
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    /**
     * 
     * Persistent memory used by this node.
     * 
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    @java.lang.Deprecated long getHostTempMemorySize();

    /**
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     */
    @java.lang.Deprecated long getDeviceTempMemorySize();

    /**
     * int64 device_persistent_memory_size = 16 [deprecated = true];
     */
    @java.lang.Deprecated long getDevicePersistentMemorySize();

    /**
     * 
     * Estimate of the computational cost of this node, in microseconds.
     * 
     *
     * int64 compute_cost = 9;
     */
    long getComputeCost();

    /**
     * 
     * Analytical estimate of the computational cost of this node, in
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     * 
     *
     * int64 compute_time = 14;
     */
    long getComputeTime();

    /**
     * 
     * Analytical estimate of the memory access cost of this node, in
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     * 
     *
     * int64 memory_time = 15;
     */
    long getMemoryTime();

    /**
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     * If true, the output is permanent: it can't be discarded, because this
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     * 
     *
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     */
    boolean getIsFinal();

    /**
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     * Ids of the control inputs for this node.
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    /**
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     * Ids of the control inputs for this node.
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     *
     * repeated int32 control_input = 8;
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    int getControlInputCount();
    /**
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     * Ids of the control inputs for this node.
     * 
     *
     * repeated int32 control_input = 8;
     */
    int getControlInput(int index);
  }
  /**
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      // @@protoc_insertion_point(message_implements:tensorflow.CostGraphDef.Node)
      NodeOrBuilder {
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      device_ = "";
      id_ = 0;
      inputInfo_ = java.util.Collections.emptyList();
      outputInfo_ = java.util.Collections.emptyList();
      temporaryMemorySize_ = 0L;
      persistentMemorySize_ = 0L;
      hostTempMemorySize_ = 0L;
      deviceTempMemorySize_ = 0L;
      devicePersistentMemorySize_ = 0L;
      computeCost_ = 0L;
      computeTime_ = 0L;
      memoryTime_ = 0L;
      isFinal_ = false;
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    public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
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          }
          if (other.hasShape()) {
            mergeShape(other.getShape());
          }
          if (other.dtype_ != 0) {
            setDtypeValue(other.getDtypeValue());
          }
          this.mergeUnknownFields(other.unknownFields);
          onChanged();
          return this;
        }

        public final boolean isInitialized() {
          return true;
        }

        public Builder mergeFrom(
            org.nd4j.shade.protobuf.CodedInputStream input,
            org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
            throws java.io.IOException {
          org.tensorflow.framework.CostGraphDef.Node.OutputInfo parsedMessage = null;
          try {
            parsedMessage = PARSER.parsePartialFrom(input, extensionRegistry);
          } catch (org.nd4j.shade.protobuf.InvalidProtocolBufferException e) {
            parsedMessage = (org.tensorflow.framework.CostGraphDef.Node.OutputInfo) e.getUnfinishedMessage();
            throw e.unwrapIOException();
          } finally {
            if (parsedMessage != null) {
              mergeFrom(parsedMessage);
            }
          }
          return this;
        }

        private long size_ ;
        /**
         * int64 size = 1;
         */
        public long getSize() {
          return size_;
        }
        /**
         * int64 size = 1;
         */
        public Builder setSize(long value) {
          
          size_ = value;
          onChanged();
          return this;
        }
        /**
         * int64 size = 1;
         */
        public Builder clearSize() {
          
          size_ = 0L;
          onChanged();
          return this;
        }

        private long aliasInputPort_ ;
        /**
         * 
         * If >= 0, the output is an alias of an input. Note that an alias input
         * may itself be an alias. The algorithm will therefore need to follow
         * those pointers.
         * 
         *
         * int64 alias_input_port = 2;
         */
        public long getAliasInputPort() {
          return aliasInputPort_;
        }
        /**
         * 
         * If >= 0, the output is an alias of an input. Note that an alias input
         * may itself be an alias. The algorithm will therefore need to follow
         * those pointers.
         * 
         *
         * int64 alias_input_port = 2;
         */
        public Builder setAliasInputPort(long value) {
          
          aliasInputPort_ = value;
          onChanged();
          return this;
        }
        /**
         * 
         * If >= 0, the output is an alias of an input. Note that an alias input
         * may itself be an alias. The algorithm will therefore need to follow
         * those pointers.
         * 
         *
         * int64 alias_input_port = 2;
         */
        public Builder clearAliasInputPort() {
          
          aliasInputPort_ = 0L;
          onChanged();
          return this;
        }

        private org.tensorflow.framework.TensorShapeProto shape_ = null;
        private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
            org.tensorflow.framework.TensorShapeProto, org.tensorflow.framework.TensorShapeProto.Builder, org.tensorflow.framework.TensorShapeProtoOrBuilder> shapeBuilder_;
        /**
         * .tensorflow.TensorShapeProto shape = 3;
         */
        public boolean hasShape() {
          return shapeBuilder_ != null || shape_ != null;
        }
        /**
         * .tensorflow.TensorShapeProto shape = 3;
         */
        public org.tensorflow.framework.TensorShapeProto getShape() {
          if (shapeBuilder_ == null) {
            return shape_ == null ? org.tensorflow.framework.TensorShapeProto.getDefaultInstance() : shape_;
          } else {
            return shapeBuilder_.getMessage();
          }
        }
        /**
         * .tensorflow.TensorShapeProto shape = 3;
         */
        public Builder setShape(org.tensorflow.framework.TensorShapeProto value) {
          if (shapeBuilder_ == null) {
            if (value == null) {
              throw new NullPointerException();
            }
            shape_ = value;
            onChanged();
          } else {
            shapeBuilder_.setMessage(value);
          }

          return this;
        }
        /**
         * .tensorflow.TensorShapeProto shape = 3;
         */
        public Builder setShape(
            org.tensorflow.framework.TensorShapeProto.Builder builderForValue) {
          if (shapeBuilder_ == null) {
            shape_ = builderForValue.build();
            onChanged();
          } else {
            shapeBuilder_.setMessage(builderForValue.build());
          }

          return this;
        }
        /**
         * .tensorflow.TensorShapeProto shape = 3;
         */
        public Builder mergeShape(org.tensorflow.framework.TensorShapeProto value) {
          if (shapeBuilder_ == null) {
            if (shape_ != null) {
              shape_ =
                org.tensorflow.framework.TensorShapeProto.newBuilder(shape_).mergeFrom(value).buildPartial();
            } else {
              shape_ = value;
            }
            onChanged();
          } else {
            shapeBuilder_.mergeFrom(value);
          }

          return this;
        }
        /**
         * .tensorflow.TensorShapeProto shape = 3;
         */
        public Builder clearShape() {
          if (shapeBuilder_ == null) {
            shape_ = null;
            onChanged();
          } else {
            shape_ = null;
            shapeBuilder_ = null;
          }

          return this;
        }
        /**
         * .tensorflow.TensorShapeProto shape = 3;
         */
        public org.tensorflow.framework.TensorShapeProto.Builder getShapeBuilder() {
          
          onChanged();
          return getShapeFieldBuilder().getBuilder();
        }
        /**
         * .tensorflow.TensorShapeProto shape = 3;
         */
        public org.tensorflow.framework.TensorShapeProtoOrBuilder getShapeOrBuilder() {
          if (shapeBuilder_ != null) {
            return shapeBuilder_.getMessageOrBuilder();
          } else {
            return shape_ == null ?
                org.tensorflow.framework.TensorShapeProto.getDefaultInstance() : shape_;
          }
        }
        /**
         * .tensorflow.TensorShapeProto shape = 3;
         */
        private org.nd4j.shade.protobuf.SingleFieldBuilderV3<
            org.tensorflow.framework.TensorShapeProto, org.tensorflow.framework.TensorShapeProto.Builder, org.tensorflow.framework.TensorShapeProtoOrBuilder> 
            getShapeFieldBuilder() {
          if (shapeBuilder_ == null) {
            shapeBuilder_ = new org.nd4j.shade.protobuf.SingleFieldBuilderV3<
                org.tensorflow.framework.TensorShapeProto, org.tensorflow.framework.TensorShapeProto.Builder, org.tensorflow.framework.TensorShapeProtoOrBuilder>(
                    getShape(),
                    getParentForChildren(),
                    isClean());
            shape_ = null;
          }
          return shapeBuilder_;
        }

        private int dtype_ = 0;
        /**
         * .tensorflow.DataType dtype = 4;
         */
        public int getDtypeValue() {
          return dtype_;
        }
        /**
         * .tensorflow.DataType dtype = 4;
         */
        public Builder setDtypeValue(int value) {
          dtype_ = value;
          onChanged();
          return this;
        }
        /**
         * .tensorflow.DataType dtype = 4;
         */
        public org.tensorflow.framework.DataType getDtype() {
          org.tensorflow.framework.DataType result = org.tensorflow.framework.DataType.valueOf(dtype_);
          return result == null ? org.tensorflow.framework.DataType.UNRECOGNIZED : result;
        }
        /**
         * .tensorflow.DataType dtype = 4;
         */
        public Builder setDtype(org.tensorflow.framework.DataType value) {
          if (value == null) {
            throw new NullPointerException();
          }
          
          dtype_ = value.getNumber();
          onChanged();
          return this;
        }
        /**
         * .tensorflow.DataType dtype = 4;
         */
        public Builder clearDtype() {
          
          dtype_ = 0;
          onChanged();
          return this;
        }
        public final Builder setUnknownFields(
            final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
          return super.setUnknownFieldsProto3(unknownFields);
        }

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


        // @@protoc_insertion_point(builder_scope:tensorflow.CostGraphDef.Node.OutputInfo)
      }

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

      public static org.tensorflow.framework.CostGraphDef.Node.OutputInfo getDefaultInstance() {
        return DEFAULT_INSTANCE;
      }

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

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

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

      public org.tensorflow.framework.CostGraphDef.Node.OutputInfo getDefaultInstanceForType() {
        return DEFAULT_INSTANCE;
      }

    }

    private int bitField0_;
    public static final int NAME_FIELD_NUMBER = 1;
    private volatile java.lang.Object name_;
    /**
     * 
     * The name of the node. Names are globally unique.
     * 
     *
     * string name = 1;
     */
    public java.lang.String getName() {
      java.lang.Object ref = name_;
      if (ref instanceof java.lang.String) {
        return (java.lang.String) ref;
      } else {
        org.nd4j.shade.protobuf.ByteString bs = 
            (org.nd4j.shade.protobuf.ByteString) ref;
        java.lang.String s = bs.toStringUtf8();
        name_ = s;
        return s;
      }
    }
    /**
     * 
     * The name of the node. Names are globally unique.
     * 
     *
     * string name = 1;
     */
    public org.nd4j.shade.protobuf.ByteString
        getNameBytes() {
      java.lang.Object ref = name_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        name_ = b;
        return b;
      } else {
        return (org.nd4j.shade.protobuf.ByteString) ref;
      }
    }

    public static final int DEVICE_FIELD_NUMBER = 2;
    private volatile java.lang.Object device_;
    /**
     * 
     * The device of the node. Can be empty if the node is mapped to the
     * default partition or partitioning hasn't been run yet.
     * 
     *
     * string device = 2;
     */
    public java.lang.String getDevice() {
      java.lang.Object ref = device_;
      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();
        device_ = s;
        return s;
      }
    }
    /**
     * 
     * The device of the node. Can be empty if the node is mapped to the
     * default partition or partitioning hasn't been run yet.
     * 
     *
     * string device = 2;
     */
    public org.nd4j.shade.protobuf.ByteString
        getDeviceBytes() {
      java.lang.Object ref = device_;
      if (ref instanceof java.lang.String) {
        org.nd4j.shade.protobuf.ByteString b = 
            org.nd4j.shade.protobuf.ByteString.copyFromUtf8(
                (java.lang.String) ref);
        device_ = b;
        return b;
      } else {
        return (org.nd4j.shade.protobuf.ByteString) ref;
      }
    }

    public static final int ID_FIELD_NUMBER = 3;
    private int id_;
    /**
     * 
     * The id of the node. Node ids are only unique inside a partition.
     * 
     *
     * int32 id = 3;
     */
    public int getId() {
      return id_;
    }

    public static final int INPUT_INFO_FIELD_NUMBER = 4;
    private java.util.List inputInfo_;
    /**
     * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
     */
    public java.util.List getInputInfoList() {
      return inputInfo_;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
     */
    public java.util.List 
        getInputInfoOrBuilderList() {
      return inputInfo_;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
     */
    public int getInputInfoCount() {
      return inputInfo_.size();
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
     */
    public org.tensorflow.framework.CostGraphDef.Node.InputInfo getInputInfo(int index) {
      return inputInfo_.get(index);
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
     */
    public org.tensorflow.framework.CostGraphDef.Node.InputInfoOrBuilder getInputInfoOrBuilder(
        int index) {
      return inputInfo_.get(index);
    }

    public static final int OUTPUT_INFO_FIELD_NUMBER = 5;
    private java.util.List outputInfo_;
    /**
     * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
     */
    public java.util.List getOutputInfoList() {
      return outputInfo_;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
     */
    public java.util.List 
        getOutputInfoOrBuilderList() {
      return outputInfo_;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
     */
    public int getOutputInfoCount() {
      return outputInfo_.size();
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
     */
    public org.tensorflow.framework.CostGraphDef.Node.OutputInfo getOutputInfo(int index) {
      return outputInfo_.get(index);
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
     */
    public org.tensorflow.framework.CostGraphDef.Node.OutputInfoOrBuilder getOutputInfoOrBuilder(
        int index) {
      return outputInfo_.get(index);
    }

    public static final int TEMPORARY_MEMORY_SIZE_FIELD_NUMBER = 6;
    private long temporaryMemorySize_;
    /**
     * 
     * Temporary memory used by this node.
     * 
     *
     * int64 temporary_memory_size = 6;
     */
    public long getTemporaryMemorySize() {
      return temporaryMemorySize_;
    }

    public static final int PERSISTENT_MEMORY_SIZE_FIELD_NUMBER = 12;
    private long persistentMemorySize_;
    /**
     * 
     * Persistent memory used by this node.
     * 
     *
     * int64 persistent_memory_size = 12;
     */
    public long getPersistentMemorySize() {
      return persistentMemorySize_;
    }

    public static final int HOST_TEMP_MEMORY_SIZE_FIELD_NUMBER = 10;
    private long hostTempMemorySize_;
    /**
     * int64 host_temp_memory_size = 10 [deprecated = true];
     */
    @java.lang.Deprecated public long getHostTempMemorySize() {
      return hostTempMemorySize_;
    }

    public static final int DEVICE_TEMP_MEMORY_SIZE_FIELD_NUMBER = 11;
    private long deviceTempMemorySize_;
    /**
     * int64 device_temp_memory_size = 11 [deprecated = true];
     */
    @java.lang.Deprecated public long getDeviceTempMemorySize() {
      return deviceTempMemorySize_;
    }

    public static final int DEVICE_PERSISTENT_MEMORY_SIZE_FIELD_NUMBER = 16;
    private long devicePersistentMemorySize_;
    /**
     * int64 device_persistent_memory_size = 16 [deprecated = true];
     */
    @java.lang.Deprecated public long getDevicePersistentMemorySize() {
      return devicePersistentMemorySize_;
    }

    public static final int COMPUTE_COST_FIELD_NUMBER = 9;
    private long computeCost_;
    /**
     * 
     * Estimate of the computational cost of this node, in microseconds.
     * 
     *
     * int64 compute_cost = 9;
     */
    public long getComputeCost() {
      return computeCost_;
    }

    public static final int COMPUTE_TIME_FIELD_NUMBER = 14;
    private long computeTime_;
    /**
     * 
     * Analytical estimate of the computational cost of this node, in
     * microseconds.
     * 
     *
     * int64 compute_time = 14;
     */
    public long getComputeTime() {
      return computeTime_;
    }

    public static final int MEMORY_TIME_FIELD_NUMBER = 15;
    private long memoryTime_;
    /**
     * 
     * Analytical estimate of the memory access cost of this node, in
     * microseconds.
     * 
     *
     * int64 memory_time = 15;
     */
    public long getMemoryTime() {
      return memoryTime_;
    }

    public static final int IS_FINAL_FIELD_NUMBER = 7;
    private boolean isFinal_;
    /**
     * 
     * If true, the output is permanent: it can't be discarded, because this
     * node is part of the "final output". Nodes may depend on final nodes.
     * 
     *
     * bool is_final = 7;
     */
    public boolean getIsFinal() {
      return isFinal_;
    }

    public static final int CONTROL_INPUT_FIELD_NUMBER = 8;
    private java.util.List controlInput_;
    /**
     * 
     * Ids of the control inputs for this node.
     * 
     *
     * repeated int32 control_input = 8;
     */
    public java.util.List
        getControlInputList() {
      return controlInput_;
    }
    /**
     * 
     * Ids of the control inputs for this node.
     * 
     *
     * repeated int32 control_input = 8;
     */
    public int getControlInputCount() {
      return controlInput_.size();
    }
    /**
     * 
     * Ids of the control inputs for this node.
     * 
     *
     * repeated int32 control_input = 8;
     */
    public int getControlInput(int index) {
      return controlInput_.get(index);
    }
    private int controlInputMemoizedSerializedSize = -1;

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

      memoizedIsInitialized = 1;
      return true;
    }

    public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)
                        throws java.io.IOException {
      getSerializedSize();
      if (!getNameBytes().isEmpty()) {
        org.nd4j.shade.protobuf.GeneratedMessageV3.writeString(output, 1, name_);
      }
      if (!getDeviceBytes().isEmpty()) {
        org.nd4j.shade.protobuf.GeneratedMessageV3.writeString(output, 2, device_);
      }
      if (id_ != 0) {
        output.writeInt32(3, id_);
      }
      for (int i = 0; i < inputInfo_.size(); i++) {
        output.writeMessage(4, inputInfo_.get(i));
      }
      for (int i = 0; i < outputInfo_.size(); i++) {
        output.writeMessage(5, outputInfo_.get(i));
      }
      if (temporaryMemorySize_ != 0L) {
        output.writeInt64(6, temporaryMemorySize_);
      }
      if (isFinal_ != false) {
        output.writeBool(7, isFinal_);
      }
      if (getControlInputList().size() > 0) {
        output.writeUInt32NoTag(66);
        output.writeUInt32NoTag(controlInputMemoizedSerializedSize);
      }
      for (int i = 0; i < controlInput_.size(); i++) {
        output.writeInt32NoTag(controlInput_.get(i));
      }
      if (computeCost_ != 0L) {
        output.writeInt64(9, computeCost_);
      }
      if (hostTempMemorySize_ != 0L) {
        output.writeInt64(10, hostTempMemorySize_);
      }
      if (deviceTempMemorySize_ != 0L) {
        output.writeInt64(11, deviceTempMemorySize_);
      }
      if (persistentMemorySize_ != 0L) {
        output.writeInt64(12, persistentMemorySize_);
      }
      if (computeTime_ != 0L) {
        output.writeInt64(14, computeTime_);
      }
      if (memoryTime_ != 0L) {
        output.writeInt64(15, memoryTime_);
      }
      if (devicePersistentMemorySize_ != 0L) {
        output.writeInt64(16, devicePersistentMemorySize_);
      }
      unknownFields.writeTo(output);
    }

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

      size = 0;
      if (!getNameBytes().isEmpty()) {
        size += org.nd4j.shade.protobuf.GeneratedMessageV3.computeStringSize(1, name_);
      }
      if (!getDeviceBytes().isEmpty()) {
        size += org.nd4j.shade.protobuf.GeneratedMessageV3.computeStringSize(2, device_);
      }
      if (id_ != 0) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeInt32Size(3, id_);
      }
      for (int i = 0; i < inputInfo_.size(); i++) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeMessageSize(4, inputInfo_.get(i));
      }
      for (int i = 0; i < outputInfo_.size(); i++) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeMessageSize(5, outputInfo_.get(i));
      }
      if (temporaryMemorySize_ != 0L) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeInt64Size(6, temporaryMemorySize_);
      }
      if (isFinal_ != false) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeBoolSize(7, isFinal_);
      }
      {
        int dataSize = 0;
        for (int i = 0; i < controlInput_.size(); i++) {
          dataSize += org.nd4j.shade.protobuf.CodedOutputStream
            .computeInt32SizeNoTag(controlInput_.get(i));
        }
        size += dataSize;
        if (!getControlInputList().isEmpty()) {
          size += 1;
          size += org.nd4j.shade.protobuf.CodedOutputStream
              .computeInt32SizeNoTag(dataSize);
        }
        controlInputMemoizedSerializedSize = dataSize;
      }
      if (computeCost_ != 0L) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeInt64Size(9, computeCost_);
      }
      if (hostTempMemorySize_ != 0L) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeInt64Size(10, hostTempMemorySize_);
      }
      if (deviceTempMemorySize_ != 0L) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeInt64Size(11, deviceTempMemorySize_);
      }
      if (persistentMemorySize_ != 0L) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeInt64Size(12, persistentMemorySize_);
      }
      if (computeTime_ != 0L) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeInt64Size(14, computeTime_);
      }
      if (memoryTime_ != 0L) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeInt64Size(15, memoryTime_);
      }
      if (devicePersistentMemorySize_ != 0L) {
        size += org.nd4j.shade.protobuf.CodedOutputStream
          .computeInt64Size(16, devicePersistentMemorySize_);
      }
      size += unknownFields.getSerializedSize();
      memoizedSize = size;
      return size;
    }

    @java.lang.Override
    public boolean equals(final java.lang.Object obj) {
      if (obj == this) {
       return true;
      }
      if (!(obj instanceof org.tensorflow.framework.CostGraphDef.Node)) {
        return super.equals(obj);
      }
      org.tensorflow.framework.CostGraphDef.Node other = (org.tensorflow.framework.CostGraphDef.Node) obj;

      boolean result = true;
      result = result && getName()
          .equals(other.getName());
      result = result && getDevice()
          .equals(other.getDevice());
      result = result && (getId()
          == other.getId());
      result = result && getInputInfoList()
          .equals(other.getInputInfoList());
      result = result && getOutputInfoList()
          .equals(other.getOutputInfoList());
      result = result && (getTemporaryMemorySize()
          == other.getTemporaryMemorySize());
      result = result && (getPersistentMemorySize()
          == other.getPersistentMemorySize());
      result = result && (getHostTempMemorySize()
          == other.getHostTempMemorySize());
      result = result && (getDeviceTempMemorySize()
          == other.getDeviceTempMemorySize());
      result = result && (getDevicePersistentMemorySize()
          == other.getDevicePersistentMemorySize());
      result = result && (getComputeCost()
          == other.getComputeCost());
      result = result && (getComputeTime()
          == other.getComputeTime());
      result = result && (getMemoryTime()
          == other.getMemoryTime());
      result = result && (getIsFinal()
          == other.getIsFinal());
      result = result && getControlInputList()
          .equals(other.getControlInputList());
      result = result && unknownFields.equals(other.unknownFields);
      return result;
    }

    @java.lang.Override
    public int hashCode() {
      if (memoizedHashCode != 0) {
        return memoizedHashCode;
      }
      int hash = 41;
      hash = (19 * hash) + getDescriptor().hashCode();
      hash = (37 * hash) + NAME_FIELD_NUMBER;
      hash = (53 * hash) + getName().hashCode();
      hash = (37 * hash) + DEVICE_FIELD_NUMBER;
      hash = (53 * hash) + getDevice().hashCode();
      hash = (37 * hash) + ID_FIELD_NUMBER;
      hash = (53 * hash) + getId();
      if (getInputInfoCount() > 0) {
        hash = (37 * hash) + INPUT_INFO_FIELD_NUMBER;
        hash = (53 * hash) + getInputInfoList().hashCode();
      }
      if (getOutputInfoCount() > 0) {
        hash = (37 * hash) + OUTPUT_INFO_FIELD_NUMBER;
        hash = (53 * hash) + getOutputInfoList().hashCode();
      }
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      /**
       * 
       * The name of the node. Names are globally unique.
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       *
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        name_ = value;
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      /**
       * 
       * The name of the node. Names are globally unique.
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       *
       * string name = 1;
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        name_ = getDefaultInstance().getName();
        onChanged();
        return this;
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      /**
       * 
       * The name of the node. Names are globally unique.
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        if (value == null) {
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  checkByteStringIsUtf8(value);
        
        name_ = value;
        onChanged();
        return this;
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      /**
       * 
       * The device of the node. Can be empty if the node is mapped to the
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          device_ = s;
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      /**
       * 
       * The device of the node. Can be empty if the node is mapped to the
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          device_ = b;
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       * 
       * The device of the node. Can be empty if the node is mapped to the
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       * 
       *
       * string device = 2;
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      public Builder setDevice(
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        if (value == null) {
    throw new NullPointerException();
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        device_ = value;
        onChanged();
        return this;
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      /**
       * 
       * The device of the node. Can be empty if the node is mapped to the
       * default partition or partitioning hasn't been run yet.
       * 
       *
       * string device = 2;
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        device_ = getDefaultInstance().getDevice();
        onChanged();
        return this;
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      /**
       * 
       * The device of the node. Can be empty if the node is mapped to the
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  checkByteStringIsUtf8(value);
        
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      /**
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       *
       * int32 id = 3;
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      /**
       * 
       * The id of the node. Node ids are only unique inside a partition.
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        id_ = 0;
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          if (value == null) {
            throw new NullPointerException();
          }
          ensureInputInfoIsMutable();
          inputInfo_.set(index, value);
          onChanged();
        } else {
          inputInfoBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
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        if (inputInfoBuilder_ == null) {
          ensureInputInfoIsMutable();
          inputInfo_.set(index, builderForValue.build());
          onChanged();
        } else {
          inputInfoBuilder_.setMessage(index, builderForValue.build());
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        return this;
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      /**
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       */
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          if (value == null) {
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          ensureInputInfoIsMutable();
          inputInfo_.add(value);
          onChanged();
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          inputInfoBuilder_.addMessage(value);
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      /**
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          inputInfo_.add(index, value);
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      /**
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        if (inputInfoBuilder_ == null) {
          ensureInputInfoIsMutable();
          inputInfo_.add(builderForValue.build());
          onChanged();
        } else {
          inputInfoBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
      public Builder addInputInfo(
          int index, org.tensorflow.framework.CostGraphDef.Node.InputInfo.Builder builderForValue) {
        if (inputInfoBuilder_ == null) {
          ensureInputInfoIsMutable();
          inputInfo_.add(index, builderForValue.build());
          onChanged();
        } else {
          inputInfoBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
      public Builder addAllInputInfo(
          java.lang.Iterable values) {
        if (inputInfoBuilder_ == null) {
          ensureInputInfoIsMutable();
          org.nd4j.shade.protobuf.AbstractMessageLite.Builder.addAll(
              values, inputInfo_);
          onChanged();
        } else {
          inputInfoBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
      public Builder clearInputInfo() {
        if (inputInfoBuilder_ == null) {
          inputInfo_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000008);
          onChanged();
        } else {
          inputInfoBuilder_.clear();
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
      public Builder removeInputInfo(int index) {
        if (inputInfoBuilder_ == null) {
          ensureInputInfoIsMutable();
          inputInfo_.remove(index);
          onChanged();
        } else {
          inputInfoBuilder_.remove(index);
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
      public org.tensorflow.framework.CostGraphDef.Node.InputInfo.Builder getInputInfoBuilder(
          int index) {
        return getInputInfoFieldBuilder().getBuilder(index);
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
      public org.tensorflow.framework.CostGraphDef.Node.InputInfoOrBuilder getInputInfoOrBuilder(
          int index) {
        if (inputInfoBuilder_ == null) {
          return inputInfo_.get(index);  } else {
          return inputInfoBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
      public java.util.List 
           getInputInfoOrBuilderList() {
        if (inputInfoBuilder_ != null) {
          return inputInfoBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(inputInfo_);
        }
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
      public org.tensorflow.framework.CostGraphDef.Node.InputInfo.Builder addInputInfoBuilder() {
        return getInputInfoFieldBuilder().addBuilder(
            org.tensorflow.framework.CostGraphDef.Node.InputInfo.getDefaultInstance());
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
      public org.tensorflow.framework.CostGraphDef.Node.InputInfo.Builder addInputInfoBuilder(
          int index) {
        return getInputInfoFieldBuilder().addBuilder(
            index, org.tensorflow.framework.CostGraphDef.Node.InputInfo.getDefaultInstance());
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.InputInfo input_info = 4;
       */
      public java.util.List 
           getInputInfoBuilderList() {
        return getInputInfoFieldBuilder().getBuilderList();
      }
      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          org.tensorflow.framework.CostGraphDef.Node.InputInfo, org.tensorflow.framework.CostGraphDef.Node.InputInfo.Builder, org.tensorflow.framework.CostGraphDef.Node.InputInfoOrBuilder> 
          getInputInfoFieldBuilder() {
        if (inputInfoBuilder_ == null) {
          inputInfoBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              org.tensorflow.framework.CostGraphDef.Node.InputInfo, org.tensorflow.framework.CostGraphDef.Node.InputInfo.Builder, org.tensorflow.framework.CostGraphDef.Node.InputInfoOrBuilder>(
                  inputInfo_,
                  ((bitField0_ & 0x00000008) == 0x00000008),
                  getParentForChildren(),
                  isClean());
          inputInfo_ = null;
        }
        return inputInfoBuilder_;
      }

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

      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          org.tensorflow.framework.CostGraphDef.Node.OutputInfo, org.tensorflow.framework.CostGraphDef.Node.OutputInfo.Builder, org.tensorflow.framework.CostGraphDef.Node.OutputInfoOrBuilder> outputInfoBuilder_;

      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public java.util.List getOutputInfoList() {
        if (outputInfoBuilder_ == null) {
          return java.util.Collections.unmodifiableList(outputInfo_);
        } else {
          return outputInfoBuilder_.getMessageList();
        }
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public int getOutputInfoCount() {
        if (outputInfoBuilder_ == null) {
          return outputInfo_.size();
        } else {
          return outputInfoBuilder_.getCount();
        }
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public org.tensorflow.framework.CostGraphDef.Node.OutputInfo getOutputInfo(int index) {
        if (outputInfoBuilder_ == null) {
          return outputInfo_.get(index);
        } else {
          return outputInfoBuilder_.getMessage(index);
        }
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public Builder setOutputInfo(
          int index, org.tensorflow.framework.CostGraphDef.Node.OutputInfo value) {
        if (outputInfoBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureOutputInfoIsMutable();
          outputInfo_.set(index, value);
          onChanged();
        } else {
          outputInfoBuilder_.setMessage(index, value);
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public Builder setOutputInfo(
          int index, org.tensorflow.framework.CostGraphDef.Node.OutputInfo.Builder builderForValue) {
        if (outputInfoBuilder_ == null) {
          ensureOutputInfoIsMutable();
          outputInfo_.set(index, builderForValue.build());
          onChanged();
        } else {
          outputInfoBuilder_.setMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public Builder addOutputInfo(org.tensorflow.framework.CostGraphDef.Node.OutputInfo value) {
        if (outputInfoBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureOutputInfoIsMutable();
          outputInfo_.add(value);
          onChanged();
        } else {
          outputInfoBuilder_.addMessage(value);
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public Builder addOutputInfo(
          int index, org.tensorflow.framework.CostGraphDef.Node.OutputInfo value) {
        if (outputInfoBuilder_ == null) {
          if (value == null) {
            throw new NullPointerException();
          }
          ensureOutputInfoIsMutable();
          outputInfo_.add(index, value);
          onChanged();
        } else {
          outputInfoBuilder_.addMessage(index, value);
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public Builder addOutputInfo(
          org.tensorflow.framework.CostGraphDef.Node.OutputInfo.Builder builderForValue) {
        if (outputInfoBuilder_ == null) {
          ensureOutputInfoIsMutable();
          outputInfo_.add(builderForValue.build());
          onChanged();
        } else {
          outputInfoBuilder_.addMessage(builderForValue.build());
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public Builder addOutputInfo(
          int index, org.tensorflow.framework.CostGraphDef.Node.OutputInfo.Builder builderForValue) {
        if (outputInfoBuilder_ == null) {
          ensureOutputInfoIsMutable();
          outputInfo_.add(index, builderForValue.build());
          onChanged();
        } else {
          outputInfoBuilder_.addMessage(index, builderForValue.build());
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public Builder addAllOutputInfo(
          java.lang.Iterable values) {
        if (outputInfoBuilder_ == null) {
          ensureOutputInfoIsMutable();
          org.nd4j.shade.protobuf.AbstractMessageLite.Builder.addAll(
              values, outputInfo_);
          onChanged();
        } else {
          outputInfoBuilder_.addAllMessages(values);
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public Builder clearOutputInfo() {
        if (outputInfoBuilder_ == null) {
          outputInfo_ = java.util.Collections.emptyList();
          bitField0_ = (bitField0_ & ~0x00000010);
          onChanged();
        } else {
          outputInfoBuilder_.clear();
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public Builder removeOutputInfo(int index) {
        if (outputInfoBuilder_ == null) {
          ensureOutputInfoIsMutable();
          outputInfo_.remove(index);
          onChanged();
        } else {
          outputInfoBuilder_.remove(index);
        }
        return this;
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public org.tensorflow.framework.CostGraphDef.Node.OutputInfo.Builder getOutputInfoBuilder(
          int index) {
        return getOutputInfoFieldBuilder().getBuilder(index);
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public org.tensorflow.framework.CostGraphDef.Node.OutputInfoOrBuilder getOutputInfoOrBuilder(
          int index) {
        if (outputInfoBuilder_ == null) {
          return outputInfo_.get(index);  } else {
          return outputInfoBuilder_.getMessageOrBuilder(index);
        }
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public java.util.List 
           getOutputInfoOrBuilderList() {
        if (outputInfoBuilder_ != null) {
          return outputInfoBuilder_.getMessageOrBuilderList();
        } else {
          return java.util.Collections.unmodifiableList(outputInfo_);
        }
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public org.tensorflow.framework.CostGraphDef.Node.OutputInfo.Builder addOutputInfoBuilder() {
        return getOutputInfoFieldBuilder().addBuilder(
            org.tensorflow.framework.CostGraphDef.Node.OutputInfo.getDefaultInstance());
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public org.tensorflow.framework.CostGraphDef.Node.OutputInfo.Builder addOutputInfoBuilder(
          int index) {
        return getOutputInfoFieldBuilder().addBuilder(
            index, org.tensorflow.framework.CostGraphDef.Node.OutputInfo.getDefaultInstance());
      }
      /**
       * repeated .tensorflow.CostGraphDef.Node.OutputInfo output_info = 5;
       */
      public java.util.List 
           getOutputInfoBuilderList() {
        return getOutputInfoFieldBuilder().getBuilderList();
      }
      private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
          org.tensorflow.framework.CostGraphDef.Node.OutputInfo, org.tensorflow.framework.CostGraphDef.Node.OutputInfo.Builder, org.tensorflow.framework.CostGraphDef.Node.OutputInfoOrBuilder> 
          getOutputInfoFieldBuilder() {
        if (outputInfoBuilder_ == null) {
          outputInfoBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
              org.tensorflow.framework.CostGraphDef.Node.OutputInfo, org.tensorflow.framework.CostGraphDef.Node.OutputInfo.Builder, org.tensorflow.framework.CostGraphDef.Node.OutputInfoOrBuilder>(
                  outputInfo_,
                  ((bitField0_ & 0x00000010) == 0x00000010),
                  getParentForChildren(),
                  isClean());
          outputInfo_ = null;
        }
        return outputInfoBuilder_;
      }

      private long temporaryMemorySize_ ;
      /**
       * 
       * Temporary memory used by this node.
       * 
       *
       * int64 temporary_memory_size = 6;
       */
      public long getTemporaryMemorySize() {
        return temporaryMemorySize_;
      }
      /**
       * 
       * Temporary memory used by this node.
       * 
       *
       * int64 temporary_memory_size = 6;
       */
      public Builder setTemporaryMemorySize(long value) {
        
        temporaryMemorySize_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * Temporary memory used by this node.
       * 
       *
       * int64 temporary_memory_size = 6;
       */
      public Builder clearTemporaryMemorySize() {
        
        temporaryMemorySize_ = 0L;
        onChanged();
        return this;
      }

      private long persistentMemorySize_ ;
      /**
       * 
       * Persistent memory used by this node.
       * 
       *
       * int64 persistent_memory_size = 12;
       */
      public long getPersistentMemorySize() {
        return persistentMemorySize_;
      }
      /**
       * 
       * Persistent memory used by this node.
       * 
       *
       * int64 persistent_memory_size = 12;
       */
      public Builder setPersistentMemorySize(long value) {
        
        persistentMemorySize_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * Persistent memory used by this node.
       * 
       *
       * int64 persistent_memory_size = 12;
       */
      public Builder clearPersistentMemorySize() {
        
        persistentMemorySize_ = 0L;
        onChanged();
        return this;
      }

      private long hostTempMemorySize_ ;
      /**
       * int64 host_temp_memory_size = 10 [deprecated = true];
       */
      @java.lang.Deprecated public long getHostTempMemorySize() {
        return hostTempMemorySize_;
      }
      /**
       * int64 host_temp_memory_size = 10 [deprecated = true];
       */
      @java.lang.Deprecated public Builder setHostTempMemorySize(long value) {
        
        hostTempMemorySize_ = value;
        onChanged();
        return this;
      }
      /**
       * int64 host_temp_memory_size = 10 [deprecated = true];
       */
      @java.lang.Deprecated public Builder clearHostTempMemorySize() {
        
        hostTempMemorySize_ = 0L;
        onChanged();
        return this;
      }

      private long deviceTempMemorySize_ ;
      /**
       * int64 device_temp_memory_size = 11 [deprecated = true];
       */
      @java.lang.Deprecated public long getDeviceTempMemorySize() {
        return deviceTempMemorySize_;
      }
      /**
       * int64 device_temp_memory_size = 11 [deprecated = true];
       */
      @java.lang.Deprecated public Builder setDeviceTempMemorySize(long value) {
        
        deviceTempMemorySize_ = value;
        onChanged();
        return this;
      }
      /**
       * int64 device_temp_memory_size = 11 [deprecated = true];
       */
      @java.lang.Deprecated public Builder clearDeviceTempMemorySize() {
        
        deviceTempMemorySize_ = 0L;
        onChanged();
        return this;
      }

      private long devicePersistentMemorySize_ ;
      /**
       * int64 device_persistent_memory_size = 16 [deprecated = true];
       */
      @java.lang.Deprecated public long getDevicePersistentMemorySize() {
        return devicePersistentMemorySize_;
      }
      /**
       * int64 device_persistent_memory_size = 16 [deprecated = true];
       */
      @java.lang.Deprecated public Builder setDevicePersistentMemorySize(long value) {
        
        devicePersistentMemorySize_ = value;
        onChanged();
        return this;
      }
      /**
       * int64 device_persistent_memory_size = 16 [deprecated = true];
       */
      @java.lang.Deprecated public Builder clearDevicePersistentMemorySize() {
        
        devicePersistentMemorySize_ = 0L;
        onChanged();
        return this;
      }

      private long computeCost_ ;
      /**
       * 
       * Estimate of the computational cost of this node, in microseconds.
       * 
       *
       * int64 compute_cost = 9;
       */
      public long getComputeCost() {
        return computeCost_;
      }
      /**
       * 
       * Estimate of the computational cost of this node, in microseconds.
       * 
       *
       * int64 compute_cost = 9;
       */
      public Builder setComputeCost(long value) {
        
        computeCost_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * Estimate of the computational cost of this node, in microseconds.
       * 
       *
       * int64 compute_cost = 9;
       */
      public Builder clearComputeCost() {
        
        computeCost_ = 0L;
        onChanged();
        return this;
      }

      private long computeTime_ ;
      /**
       * 
       * Analytical estimate of the computational cost of this node, in
       * microseconds.
       * 
       *
       * int64 compute_time = 14;
       */
      public long getComputeTime() {
        return computeTime_;
      }
      /**
       * 
       * Analytical estimate of the computational cost of this node, in
       * microseconds.
       * 
       *
       * int64 compute_time = 14;
       */
      public Builder setComputeTime(long value) {
        
        computeTime_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * Analytical estimate of the computational cost of this node, in
       * microseconds.
       * 
       *
       * int64 compute_time = 14;
       */
      public Builder clearComputeTime() {
        
        computeTime_ = 0L;
        onChanged();
        return this;
      }

      private long memoryTime_ ;
      /**
       * 
       * Analytical estimate of the memory access cost of this node, in
       * microseconds.
       * 
       *
       * int64 memory_time = 15;
       */
      public long getMemoryTime() {
        return memoryTime_;
      }
      /**
       * 
       * Analytical estimate of the memory access cost of this node, in
       * microseconds.
       * 
       *
       * int64 memory_time = 15;
       */
      public Builder setMemoryTime(long value) {
        
        memoryTime_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * Analytical estimate of the memory access cost of this node, in
       * microseconds.
       * 
       *
       * int64 memory_time = 15;
       */
      public Builder clearMemoryTime() {
        
        memoryTime_ = 0L;
        onChanged();
        return this;
      }

      private boolean isFinal_ ;
      /**
       * 
       * If true, the output is permanent: it can't be discarded, because this
       * node is part of the "final output". Nodes may depend on final nodes.
       * 
       *
       * bool is_final = 7;
       */
      public boolean getIsFinal() {
        return isFinal_;
      }
      /**
       * 
       * If true, the output is permanent: it can't be discarded, because this
       * node is part of the "final output". Nodes may depend on final nodes.
       * 
       *
       * bool is_final = 7;
       */
      public Builder setIsFinal(boolean value) {
        
        isFinal_ = value;
        onChanged();
        return this;
      }
      /**
       * 
       * If true, the output is permanent: it can't be discarded, because this
       * node is part of the "final output". Nodes may depend on final nodes.
       * 
       *
       * bool is_final = 7;
       */
      public Builder clearIsFinal() {
        
        isFinal_ = false;
        onChanged();
        return this;
      }

      private java.util.List controlInput_ = java.util.Collections.emptyList();
      private void ensureControlInputIsMutable() {
        if (!((bitField0_ & 0x00004000) == 0x00004000)) {
          controlInput_ = new java.util.ArrayList(controlInput_);
          bitField0_ |= 0x00004000;
         }
      }
      /**
       * 
       * Ids of the control inputs for this node.
       * 
       *
       * repeated int32 control_input = 8;
       */
      public java.util.List
          getControlInputList() {
        return java.util.Collections.unmodifiableList(controlInput_);
      }
      /**
       * 
       * Ids of the control inputs for this node.
       * 
       *
       * repeated int32 control_input = 8;
       */
      public int getControlInputCount() {
        return controlInput_.size();
      }
      /**
       * 
       * Ids of the control inputs for this node.
       * 
       *
       * repeated int32 control_input = 8;
       */
      public int getControlInput(int index) {
        return controlInput_.get(index);
      }
      /**
       * 
       * Ids of the control inputs for this node.
       * 
       *
       * repeated int32 control_input = 8;
       */
      public Builder setControlInput(
          int index, int value) {
        ensureControlInputIsMutable();
        controlInput_.set(index, value);
        onChanged();
        return this;
      }
      /**
       * 
       * Ids of the control inputs for this node.
       * 
       *
       * repeated int32 control_input = 8;
       */
      public Builder addControlInput(int value) {
        ensureControlInputIsMutable();
        controlInput_.add(value);
        onChanged();
        return this;
      }
      /**
       * 
       * Ids of the control inputs for this node.
       * 
       *
       * repeated int32 control_input = 8;
       */
      public Builder addAllControlInput(
          java.lang.Iterable values) {
        ensureControlInputIsMutable();
        org.nd4j.shade.protobuf.AbstractMessageLite.Builder.addAll(
            values, controlInput_);
        onChanged();
        return this;
      }
      /**
       * 
       * Ids of the control inputs for this node.
       * 
       *
       * repeated int32 control_input = 8;
       */
      public Builder clearControlInput() {
        controlInput_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00004000);
        onChanged();
        return this;
      }
      public final Builder setUnknownFields(
          final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
        return super.setUnknownFieldsProto3(unknownFields);
      }

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


      // @@protoc_insertion_point(builder_scope:tensorflow.CostGraphDef.Node)
    }

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

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

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

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

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

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

  }

  public static final int NODE_FIELD_NUMBER = 1;
  private java.util.List node_;
  /**
   * repeated .tensorflow.CostGraphDef.Node node = 1;
   */
  public java.util.List getNodeList() {
    return node_;
  }
  /**
   * repeated .tensorflow.CostGraphDef.Node node = 1;
   */
  public java.util.List 
      getNodeOrBuilderList() {
    return node_;
  }
  /**
   * repeated .tensorflow.CostGraphDef.Node node = 1;
   */
  public int getNodeCount() {
    return node_.size();
  }
  /**
   * repeated .tensorflow.CostGraphDef.Node node = 1;
   */
  public org.tensorflow.framework.CostGraphDef.Node getNode(int index) {
    return node_.get(index);
  }
  /**
   * repeated .tensorflow.CostGraphDef.Node node = 1;
   */
  public org.tensorflow.framework.CostGraphDef.NodeOrBuilder getNodeOrBuilder(
      int index) {
    return node_.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(org.nd4j.shade.protobuf.CodedOutputStream output)
                      throws java.io.IOException {
    for (int i = 0; i < node_.size(); i++) {
      output.writeMessage(1, node_.get(i));
    }
    unknownFields.writeTo(output);
  }

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

    size = 0;
    for (int i = 0; i < node_.size(); i++) {
      size += org.nd4j.shade.protobuf.CodedOutputStream
        .computeMessageSize(1, node_.get(i));
    }
    size += unknownFields.getSerializedSize();
    memoizedSize = size;
    return size;
  }

  @java.lang.Override
  public boolean equals(final java.lang.Object obj) {
    if (obj == this) {
     return true;
    }
    if (!(obj instanceof org.tensorflow.framework.CostGraphDef)) {
      return super.equals(obj);
    }
    org.tensorflow.framework.CostGraphDef other = (org.tensorflow.framework.CostGraphDef) obj;

    boolean result = true;
    result = result && getNodeList()
        .equals(other.getNodeList());
    result = result && unknownFields.equals(other.unknownFields);
    return result;
  }

  @java.lang.Override
  public int hashCode() {
    if (memoizedHashCode != 0) {
      return memoizedHashCode;
    }
    int hash = 41;
    hash = (19 * hash) + getDescriptor().hashCode();
    if (getNodeCount() > 0) {
      hash = (37 * hash) + NODE_FIELD_NUMBER;
      hash = (53 * hash) + getNodeList().hashCode();
    }
    hash = (29 * hash) + unknownFields.hashCode();
    memoizedHashCode = hash;
    return hash;
  }

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

  public Builder newBuilderForType() { return newBuilder(); }
  public static Builder newBuilder() {
    return DEFAULT_INSTANCE.toBuilder();
  }
  public static Builder newBuilder(org.tensorflow.framework.CostGraphDef prototype) {
    return DEFAULT_INSTANCE.toBuilder().mergeFrom(prototype);
  }
  public Builder toBuilder() {
    return this == DEFAULT_INSTANCE
        ? new Builder() : new Builder().mergeFrom(this);
  }

  @java.lang.Override
  protected Builder newBuilderForType(
      org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent) {
    Builder builder = new Builder(parent);
    return builder;
  }
  /**
   * Protobuf type {@code tensorflow.CostGraphDef}
   */
  public static final class Builder extends
      org.nd4j.shade.protobuf.GeneratedMessageV3.Builder implements
      // @@protoc_insertion_point(builder_implements:tensorflow.CostGraphDef)
      org.tensorflow.framework.CostGraphDefOrBuilder {
    public static final org.nd4j.shade.protobuf.Descriptors.Descriptor
        getDescriptor() {
      return org.tensorflow.framework.CostGraphProtos.internal_static_tensorflow_CostGraphDef_descriptor;
    }

    protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
        internalGetFieldAccessorTable() {
      return org.tensorflow.framework.CostGraphProtos.internal_static_tensorflow_CostGraphDef_fieldAccessorTable
          .ensureFieldAccessorsInitialized(
              org.tensorflow.framework.CostGraphDef.class, org.tensorflow.framework.CostGraphDef.Builder.class);
    }

    // Construct using org.tensorflow.framework.CostGraphDef.newBuilder()
    private Builder() {
      maybeForceBuilderInitialization();
    }

    private Builder(
        org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent) {
      super(parent);
      maybeForceBuilderInitialization();
    }
    private void maybeForceBuilderInitialization() {
      if (org.nd4j.shade.protobuf.GeneratedMessageV3
              .alwaysUseFieldBuilders) {
        getNodeFieldBuilder();
      }
    }
    public Builder clear() {
      super.clear();
      if (nodeBuilder_ == null) {
        node_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000001);
      } else {
        nodeBuilder_.clear();
      }
      return this;
    }

    public org.nd4j.shade.protobuf.Descriptors.Descriptor
        getDescriptorForType() {
      return org.tensorflow.framework.CostGraphProtos.internal_static_tensorflow_CostGraphDef_descriptor;
    }

    public org.tensorflow.framework.CostGraphDef getDefaultInstanceForType() {
      return org.tensorflow.framework.CostGraphDef.getDefaultInstance();
    }

    public org.tensorflow.framework.CostGraphDef build() {
      org.tensorflow.framework.CostGraphDef result = buildPartial();
      if (!result.isInitialized()) {
        throw newUninitializedMessageException(result);
      }
      return result;
    }

    public org.tensorflow.framework.CostGraphDef buildPartial() {
      org.tensorflow.framework.CostGraphDef result = new org.tensorflow.framework.CostGraphDef(this);
      int from_bitField0_ = bitField0_;
      if (nodeBuilder_ == null) {
        if (((bitField0_ & 0x00000001) == 0x00000001)) {
          node_ = java.util.Collections.unmodifiableList(node_);
          bitField0_ = (bitField0_ & ~0x00000001);
        }
        result.node_ = node_;
      } else {
        result.node_ = nodeBuilder_.build();
      }
      onBuilt();
      return result;
    }

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

    public Builder mergeFrom(org.tensorflow.framework.CostGraphDef other) {
      if (other == org.tensorflow.framework.CostGraphDef.getDefaultInstance()) return this;
      if (nodeBuilder_ == null) {
        if (!other.node_.isEmpty()) {
          if (node_.isEmpty()) {
            node_ = other.node_;
            bitField0_ = (bitField0_ & ~0x00000001);
          } else {
            ensureNodeIsMutable();
            node_.addAll(other.node_);
          }
          onChanged();
        }
      } else {
        if (!other.node_.isEmpty()) {
          if (nodeBuilder_.isEmpty()) {
            nodeBuilder_.dispose();
            nodeBuilder_ = null;
            node_ = other.node_;
            bitField0_ = (bitField0_ & ~0x00000001);
            nodeBuilder_ = 
              org.nd4j.shade.protobuf.GeneratedMessageV3.alwaysUseFieldBuilders ?
                 getNodeFieldBuilder() : null;
          } else {
            nodeBuilder_.addAllMessages(other.node_);
          }
        }
      }
      this.mergeUnknownFields(other.unknownFields);
      onChanged();
      return this;
    }

    public final boolean isInitialized() {
      return true;
    }

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

    private java.util.List node_ =
      java.util.Collections.emptyList();
    private void ensureNodeIsMutable() {
      if (!((bitField0_ & 0x00000001) == 0x00000001)) {
        node_ = new java.util.ArrayList(node_);
        bitField0_ |= 0x00000001;
       }
    }

    private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
        org.tensorflow.framework.CostGraphDef.Node, org.tensorflow.framework.CostGraphDef.Node.Builder, org.tensorflow.framework.CostGraphDef.NodeOrBuilder> nodeBuilder_;

    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public java.util.List getNodeList() {
      if (nodeBuilder_ == null) {
        return java.util.Collections.unmodifiableList(node_);
      } else {
        return nodeBuilder_.getMessageList();
      }
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public int getNodeCount() {
      if (nodeBuilder_ == null) {
        return node_.size();
      } else {
        return nodeBuilder_.getCount();
      }
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public org.tensorflow.framework.CostGraphDef.Node getNode(int index) {
      if (nodeBuilder_ == null) {
        return node_.get(index);
      } else {
        return nodeBuilder_.getMessage(index);
      }
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public Builder setNode(
        int index, org.tensorflow.framework.CostGraphDef.Node value) {
      if (nodeBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        ensureNodeIsMutable();
        node_.set(index, value);
        onChanged();
      } else {
        nodeBuilder_.setMessage(index, value);
      }
      return this;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public Builder setNode(
        int index, org.tensorflow.framework.CostGraphDef.Node.Builder builderForValue) {
      if (nodeBuilder_ == null) {
        ensureNodeIsMutable();
        node_.set(index, builderForValue.build());
        onChanged();
      } else {
        nodeBuilder_.setMessage(index, builderForValue.build());
      }
      return this;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public Builder addNode(org.tensorflow.framework.CostGraphDef.Node value) {
      if (nodeBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        ensureNodeIsMutable();
        node_.add(value);
        onChanged();
      } else {
        nodeBuilder_.addMessage(value);
      }
      return this;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public Builder addNode(
        int index, org.tensorflow.framework.CostGraphDef.Node value) {
      if (nodeBuilder_ == null) {
        if (value == null) {
          throw new NullPointerException();
        }
        ensureNodeIsMutable();
        node_.add(index, value);
        onChanged();
      } else {
        nodeBuilder_.addMessage(index, value);
      }
      return this;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public Builder addNode(
        org.tensorflow.framework.CostGraphDef.Node.Builder builderForValue) {
      if (nodeBuilder_ == null) {
        ensureNodeIsMutable();
        node_.add(builderForValue.build());
        onChanged();
      } else {
        nodeBuilder_.addMessage(builderForValue.build());
      }
      return this;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public Builder addNode(
        int index, org.tensorflow.framework.CostGraphDef.Node.Builder builderForValue) {
      if (nodeBuilder_ == null) {
        ensureNodeIsMutable();
        node_.add(index, builderForValue.build());
        onChanged();
      } else {
        nodeBuilder_.addMessage(index, builderForValue.build());
      }
      return this;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public Builder addAllNode(
        java.lang.Iterable values) {
      if (nodeBuilder_ == null) {
        ensureNodeIsMutable();
        org.nd4j.shade.protobuf.AbstractMessageLite.Builder.addAll(
            values, node_);
        onChanged();
      } else {
        nodeBuilder_.addAllMessages(values);
      }
      return this;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public Builder clearNode() {
      if (nodeBuilder_ == null) {
        node_ = java.util.Collections.emptyList();
        bitField0_ = (bitField0_ & ~0x00000001);
        onChanged();
      } else {
        nodeBuilder_.clear();
      }
      return this;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public Builder removeNode(int index) {
      if (nodeBuilder_ == null) {
        ensureNodeIsMutable();
        node_.remove(index);
        onChanged();
      } else {
        nodeBuilder_.remove(index);
      }
      return this;
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public org.tensorflow.framework.CostGraphDef.Node.Builder getNodeBuilder(
        int index) {
      return getNodeFieldBuilder().getBuilder(index);
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public org.tensorflow.framework.CostGraphDef.NodeOrBuilder getNodeOrBuilder(
        int index) {
      if (nodeBuilder_ == null) {
        return node_.get(index);  } else {
        return nodeBuilder_.getMessageOrBuilder(index);
      }
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public java.util.List 
         getNodeOrBuilderList() {
      if (nodeBuilder_ != null) {
        return nodeBuilder_.getMessageOrBuilderList();
      } else {
        return java.util.Collections.unmodifiableList(node_);
      }
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public org.tensorflow.framework.CostGraphDef.Node.Builder addNodeBuilder() {
      return getNodeFieldBuilder().addBuilder(
          org.tensorflow.framework.CostGraphDef.Node.getDefaultInstance());
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public org.tensorflow.framework.CostGraphDef.Node.Builder addNodeBuilder(
        int index) {
      return getNodeFieldBuilder().addBuilder(
          index, org.tensorflow.framework.CostGraphDef.Node.getDefaultInstance());
    }
    /**
     * repeated .tensorflow.CostGraphDef.Node node = 1;
     */
    public java.util.List 
         getNodeBuilderList() {
      return getNodeFieldBuilder().getBuilderList();
    }
    private org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
        org.tensorflow.framework.CostGraphDef.Node, org.tensorflow.framework.CostGraphDef.Node.Builder, org.tensorflow.framework.CostGraphDef.NodeOrBuilder> 
        getNodeFieldBuilder() {
      if (nodeBuilder_ == null) {
        nodeBuilder_ = new org.nd4j.shade.protobuf.RepeatedFieldBuilderV3<
            org.tensorflow.framework.CostGraphDef.Node, org.tensorflow.framework.CostGraphDef.Node.Builder, org.tensorflow.framework.CostGraphDef.NodeOrBuilder>(
                node_,
                ((bitField0_ & 0x00000001) == 0x00000001),
                getParentForChildren(),
                isClean());
        node_ = null;
      }
      return nodeBuilder_;
    }
    public final Builder setUnknownFields(
        final org.nd4j.shade.protobuf.UnknownFieldSet unknownFields) {
      return super.setUnknownFieldsProto3(unknownFields);
    }

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


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

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

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

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

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

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

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

}