Package org.tensorflow.framework

Interface TensorProtoOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
TensorProto, TensorProto.Builder
public interface TensorProtoOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Details

    • getDtypeValue

      int getDtypeValue()
       Data type of the tensor.
      .tensorflow.DataType dtype = 1;
      Returns:
      The enum numeric value on the wire for dtype.

    • getDtype

      DataType getDtype()
       Data type of the tensor.
      .tensorflow.DataType dtype = 1;
      Returns:
      The dtype.

    • hasTensorShape

      boolean hasTensorShape()
       Shape of the tensor.  TODO(touts): sort out the 0-rank issues.
      .tensorflow.TensorShapeProto tensor_shape = 2;
      Returns:
      Whether the tensorShape field is set.

    • getTensorShape

      TensorShapeProto getTensorShape()
       Shape of the tensor.  TODO(touts): sort out the 0-rank issues.
      .tensorflow.TensorShapeProto tensor_shape = 2;
      Returns:
      The tensorShape.

    • getTensorShapeOrBuilder

      TensorShapeProtoOrBuilder getTensorShapeOrBuilder()
       Shape of the tensor.  TODO(touts): sort out the 0-rank issues.
      .tensorflow.TensorShapeProto tensor_shape = 2;

    • getVersionNumber

      int getVersionNumber()
       Version number.

 In version 0, if the "repeated xxx" representations contain only one
 element, that element is repeated to fill the shape.  This makes it easy
 to represent a constant Tensor with a single value.
      int32 version_number = 3;
      Returns:
      The versionNumber.

    • getTensorContent

      com.google.protobuf.ByteString getTensorContent()
       Serialized raw tensor content from either Tensor::AsProtoTensorContent or
 memcpy in tensorflow::grpc::EncodeTensorToByteBuffer. This representation
 can be used for all tensor types. The purpose of this representation is to
 reduce serialization overhead during RPC call by avoiding serialization of
 many repeated small items.
      bytes tensor_content = 4;
      Returns:
      The tensorContent.

    • getHalfValList

      List<Integer> getHalfValList()
       DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
 have some pointless zero padding for each value here.
      repeated int32 half_val = 13 [packed = true];
      Returns:
      A list containing the halfVal.

    • getHalfValCount

      int getHalfValCount()
       DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
 have some pointless zero padding for each value here.
      repeated int32 half_val = 13 [packed = true];
      Returns:
      The count of halfVal.

    • getHalfVal

      int getHalfVal(int index)
       DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
 have some pointless zero padding for each value here.
      repeated int32 half_val = 13 [packed = true];
      Parameters:
      index - The index of the element to return.
      Returns:
      The halfVal at the given index.

    • getFloatValList

      List<Float> getFloatValList()
       DT_FLOAT.
      repeated float float_val = 5 [packed = true];
      Returns:
      A list containing the floatVal.

    • getFloatValCount

      int getFloatValCount()
       DT_FLOAT.
      repeated float float_val = 5 [packed = true];
      Returns:
      The count of floatVal.

    • getFloatVal

      float getFloatVal(int index)
       DT_FLOAT.
      repeated float float_val = 5 [packed = true];
      Parameters:
      index - The index of the element to return.
      Returns:
      The floatVal at the given index.

    • getDoubleValList

      List<Double> getDoubleValList()
       DT_DOUBLE.
      repeated double double_val = 6 [packed = true];
      Returns:
      A list containing the doubleVal.

    • getDoubleValCount

      int getDoubleValCount()
       DT_DOUBLE.
      repeated double double_val = 6 [packed = true];
      Returns:
      The count of doubleVal.

    • getDoubleVal

      double getDoubleVal(int index)
       DT_DOUBLE.
      repeated double double_val = 6 [packed = true];
      Parameters:
      index - The index of the element to return.
      Returns:
      The doubleVal at the given index.

    • getIntValList

      List<Integer> getIntValList()
       DT_INT32, DT_INT16, DT_UINT16, DT_INT8, DT_UINT8.
      repeated int32 int_val = 7 [packed = true];
      Returns:
      A list containing the intVal.

    • getIntValCount

      int getIntValCount()
       DT_INT32, DT_INT16, DT_UINT16, DT_INT8, DT_UINT8.
      repeated int32 int_val = 7 [packed = true];
      Returns:
      The count of intVal.

    • getIntVal

      int getIntVal(int index)
       DT_INT32, DT_INT16, DT_UINT16, DT_INT8, DT_UINT8.
      repeated int32 int_val = 7 [packed = true];
      Parameters:
      index - The index of the element to return.
      Returns:
      The intVal at the given index.

    • getStringValList

      List<com.google.protobuf.ByteString> getStringValList()
       DT_STRING
      repeated bytes string_val = 8;
      Returns:
      A list containing the stringVal.

    • getStringValCount

      int getStringValCount()
       DT_STRING
      repeated bytes string_val = 8;
      Returns:
      The count of stringVal.

    • getStringVal

      com.google.protobuf.ByteString getStringVal(int index)
       DT_STRING
      repeated bytes string_val = 8;
      Parameters:
      index - The index of the element to return.
      Returns:
      The stringVal at the given index.

    • getScomplexValList

      List<Float> getScomplexValList()
       DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
 and imaginary parts of i-th single precision complex.
      repeated float scomplex_val = 9 [packed = true];
      Returns:
      A list containing the scomplexVal.

    • getScomplexValCount

      int getScomplexValCount()
       DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
 and imaginary parts of i-th single precision complex.
      repeated float scomplex_val = 9 [packed = true];
      Returns:
      The count of scomplexVal.

    • getScomplexVal

      float getScomplexVal(int index)
       DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
 and imaginary parts of i-th single precision complex.
      repeated float scomplex_val = 9 [packed = true];
      Parameters:
      index - The index of the element to return.
      Returns:
      The scomplexVal at the given index.

    • getInt64ValList

      List<Long> getInt64ValList()
       DT_INT64
      repeated int64 int64_val = 10 [packed = true];
      Returns:
      A list containing the int64Val.

    • getInt64ValCount

      int getInt64ValCount()
       DT_INT64
      repeated int64 int64_val = 10 [packed = true];
      Returns:
      The count of int64Val.

    • getInt64Val

      long getInt64Val(int index)
       DT_INT64
      repeated int64 int64_val = 10 [packed = true];
      Parameters:
      index - The index of the element to return.
      Returns:
      The int64Val at the given index.

    • getBoolValList

      List<Boolean> getBoolValList()
       DT_BOOL
      repeated bool bool_val = 11 [packed = true];
      Returns:
      A list containing the boolVal.

    • getBoolValCount

      int getBoolValCount()
       DT_BOOL
      repeated bool bool_val = 11 [packed = true];
      Returns:
      The count of boolVal.

    • getBoolVal

      boolean getBoolVal(int index)
       DT_BOOL
      repeated bool bool_val = 11 [packed = true];
      Parameters:
      index - The index of the element to return.
      Returns:
      The boolVal at the given index.

    • getDcomplexValList

      List<Double> getDcomplexValList()
       DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
 and imaginary parts of i-th double precision complex.
      repeated double dcomplex_val = 12 [packed = true];
      Returns:
      A list containing the dcomplexVal.

    • getDcomplexValCount

      int getDcomplexValCount()
       DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
 and imaginary parts of i-th double precision complex.
      repeated double dcomplex_val = 12 [packed = true];
      Returns:
      The count of dcomplexVal.

    • getDcomplexVal

      double getDcomplexVal(int index)
       DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
 and imaginary parts of i-th double precision complex.
      repeated double dcomplex_val = 12 [packed = true];
      Parameters:
      index - The index of the element to return.
      Returns:
      The dcomplexVal at the given index.

    • getResourceHandleValList

      List<ResourceHandleProto> getResourceHandleValList()
       DT_RESOURCE
      repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

    • getResourceHandleVal

      ResourceHandleProto getResourceHandleVal(int index)
       DT_RESOURCE
      repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

    • getResourceHandleValCount

      int getResourceHandleValCount()
       DT_RESOURCE
      repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

    • getResourceHandleValOrBuilderList

      List<? extends ResourceHandleProtoOrBuilder> getResourceHandleValOrBuilderList()
       DT_RESOURCE
      repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

    • getResourceHandleValOrBuilder

      ResourceHandleProtoOrBuilder getResourceHandleValOrBuilder(int index)
       DT_RESOURCE
      repeated .tensorflow.ResourceHandleProto resource_handle_val = 14;

    • getVariantValList

      List<VariantTensorDataProto> getVariantValList()
       DT_VARIANT
      repeated .tensorflow.VariantTensorDataProto variant_val = 15;

    • getVariantVal

      VariantTensorDataProto getVariantVal(int index)
       DT_VARIANT
      repeated .tensorflow.VariantTensorDataProto variant_val = 15;

    • getVariantValCount

      int getVariantValCount()
       DT_VARIANT
      repeated .tensorflow.VariantTensorDataProto variant_val = 15;

    • getVariantValOrBuilderList

      List<? extends VariantTensorDataProtoOrBuilder> getVariantValOrBuilderList()
       DT_VARIANT
      repeated .tensorflow.VariantTensorDataProto variant_val = 15;

    • getVariantValOrBuilder

      VariantTensorDataProtoOrBuilder getVariantValOrBuilder(int index)
       DT_VARIANT
      repeated .tensorflow.VariantTensorDataProto variant_val = 15;

    • getUint32ValList

      List<Integer> getUint32ValList()
       DT_UINT32
      repeated uint32 uint32_val = 16 [packed = true];
      Returns:
      A list containing the uint32Val.

    • getUint32ValCount

      int getUint32ValCount()
       DT_UINT32
      repeated uint32 uint32_val = 16 [packed = true];
      Returns:
      The count of uint32Val.

    • getUint32Val

      int getUint32Val(int index)
       DT_UINT32
      repeated uint32 uint32_val = 16 [packed = true];
      Parameters:
      index - The index of the element to return.
      Returns:
      The uint32Val at the given index.

    • getUint64ValList

      List<Long> getUint64ValList()
       DT_UINT64
      repeated uint64 uint64_val = 17 [packed = true];
      Returns:
      A list containing the uint64Val.

    • getUint64ValCount

      int getUint64ValCount()
       DT_UINT64
      repeated uint64 uint64_val = 17 [packed = true];
      Returns:
      The count of uint64Val.

    • getUint64Val

      long getUint64Val(int index)
       DT_UINT64
      repeated uint64 uint64_val = 17 [packed = true];
      Parameters:
      index - The index of the element to return.
      Returns:
      The uint64Val at the given index.

    • getFloat8Val

      com.google.protobuf.ByteString getFloat8Val()
       DT_FLOAT8_*, use variable-sized set of bytes
 (i.e. the equivalent of repeated uint8, if such a thing existed).
      bytes float8_val = 18;
      Returns:
      The float8Val.