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

package org.tensorflow.framework;

public interface TensorInfoOrBuilder extends
    // @@protoc_insertion_point(interface_extends:tensorflow.TensorInfo)
    org.nd4j.shade.protobuf.MessageOrBuilder {

  /**
   *    * For dense `Tensor`s, the name of the tensor in the graph.
   * 
   *
   * string name = 1;
   * @return Whether the name field is set.
   */
  boolean hasName();
  /**
   *    * For dense `Tensor`s, the name of the tensor in the graph.
   * 
   *
   * string name = 1;
   * @return The name.
   */
  java.lang.String getName();
  /**
   *    * For dense `Tensor`s, the name of the tensor in the graph.
   * 
   *
   * string name = 1;
   * @return The bytes for name.
   */
  org.nd4j.shade.protobuf.ByteString
      getNameBytes();

  /**
   *    * There are many possible encodings of sparse matrices
   * (https://en.wikipedia.org/wiki/Sparse_matrix).  Currently, TensorFlow
   * uses only the COO encoding.  This is supported and documented in the
   * SparseTensor Python class.
   * 
   *
   * .tensorflow.TensorInfo.CooSparse coo_sparse = 4;
   * @return Whether the cooSparse field is set.
   */
  boolean hasCooSparse();
  /**
   *    * There are many possible encodings of sparse matrices
   * (https://en.wikipedia.org/wiki/Sparse_matrix).  Currently, TensorFlow
   * uses only the COO encoding.  This is supported and documented in the
   * SparseTensor Python class.
   * 
   *
   * .tensorflow.TensorInfo.CooSparse coo_sparse = 4;
   * @return The cooSparse.
   */
  org.tensorflow.framework.TensorInfo.CooSparse getCooSparse();
  /**
   *    * There are many possible encodings of sparse matrices
   * (https://en.wikipedia.org/wiki/Sparse_matrix).  Currently, TensorFlow
   * uses only the COO encoding.  This is supported and documented in the
   * SparseTensor Python class.
   * 
   *
   * .tensorflow.TensorInfo.CooSparse coo_sparse = 4;
   */
  org.tensorflow.framework.TensorInfo.CooSparseOrBuilder getCooSparseOrBuilder();

  /**
   * .tensorflow.DataType dtype = 2;
   * @return The enum numeric value on the wire for dtype.
   */
  int getDtypeValue();
  /**
   * .tensorflow.DataType dtype = 2;
   * @return The dtype.
   */
  org.tensorflow.framework.DataType getDtype();

  /**
   *    * The static shape should be recorded here, to the extent that it can
   * be known in advance.  In the case of a SparseTensor, this field describes
   * the logical shape of the represented tensor (aka dense_shape).
   * 
   *
   * .tensorflow.TensorShapeProto tensor_shape = 3;
   * @return Whether the tensorShape field is set.
   */
  boolean hasTensorShape();
  /**
   *    * The static shape should be recorded here, to the extent that it can
   * be known in advance.  In the case of a SparseTensor, this field describes
   * the logical shape of the represented tensor (aka dense_shape).
   * 
   *
   * .tensorflow.TensorShapeProto tensor_shape = 3;
   * @return The tensorShape.
   */
  org.tensorflow.framework.TensorShapeProto getTensorShape();
  /**
   *    * The static shape should be recorded here, to the extent that it can
   * be known in advance.  In the case of a SparseTensor, this field describes
   * the logical shape of the represented tensor (aka dense_shape).
   * 
   *
   * .tensorflow.TensorShapeProto tensor_shape = 3;
   */
  org.tensorflow.framework.TensorShapeProtoOrBuilder getTensorShapeOrBuilder();

  public org.tensorflow.framework.TensorInfo.EncodingCase getEncodingCase();
}