Package inference

Class ModelConfigOuterClass.ModelInput

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessageV3
inference.ModelConfigOuterClass.ModelInput
All Implemented Interfaces:
com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, ModelConfigOuterClass.ModelInputOrBuilder, Serializable
Enclosing class:
ModelConfigOuterClass
public static final class ModelConfigOuterClass.ModelInput extends com.google.protobuf.GeneratedMessageV3 implements ModelConfigOuterClass.ModelInputOrBuilder
@@
@@.. cpp:var:: message ModelInput
@@
@@   An input required by the model.
@@
Protobuf type inference.ModelInput
See Also:

  • Field Details

    • NAME_FIELD_NUMBER

      public static final int NAME_FIELD_NUMBER
      See Also:

    • DATA_TYPE_FIELD_NUMBER

      public static final int DATA_TYPE_FIELD_NUMBER
      See Also:

    • FORMAT_FIELD_NUMBER

      public static final int FORMAT_FIELD_NUMBER
      See Also:

    • DIMS_FIELD_NUMBER

      public static final int DIMS_FIELD_NUMBER
      See Also:

    • RESHAPE_FIELD_NUMBER

      public static final int RESHAPE_FIELD_NUMBER
      See Also:

    • IS_SHAPE_TENSOR_FIELD_NUMBER

      public static final int IS_SHAPE_TENSOR_FIELD_NUMBER
      See Also:

    • ALLOW_RAGGED_BATCH_FIELD_NUMBER

      public static final int ALLOW_RAGGED_BATCH_FIELD_NUMBER
      See Also:

    • OPTIONAL_FIELD_NUMBER

      public static final int OPTIONAL_FIELD_NUMBER
      See Also:

    • IS_NON_LINEAR_FORMAT_IO_FIELD_NUMBER

      public static final int IS_NON_LINEAR_FORMAT_IO_FIELD_NUMBER
      See Also:

  • Method Details

    • newInstance

      protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
      Overrides:
      newInstance in class com.google.protobuf.GeneratedMessageV3

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

    • getName

      public String getName()
      @@  .. cpp:var:: string name
@@
@@     The name of the input.
@@
      string name = 1;
      Specified by:
      getName in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The name.

    • getNameBytes

      public com.google.protobuf.ByteString getNameBytes()
      @@  .. cpp:var:: string name
@@
@@     The name of the input.
@@
      string name = 1;
      Specified by:
      getNameBytes in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The bytes for name.

    • getDataTypeValue

      public int getDataTypeValue()
      @@  .. cpp:var:: DataType data_type
@@
@@     The data-type of the input.
@@
      .inference.DataType data_type = 2;
      Specified by:
      getDataTypeValue in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The enum numeric value on the wire for dataType.

    • getDataType

      public ModelConfigOuterClass.DataType getDataType()
      @@  .. cpp:var:: DataType data_type
@@
@@     The data-type of the input.
@@
      .inference.DataType data_type = 2;
      Specified by:
      getDataType in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The dataType.

    • getFormatValue

      public int getFormatValue()
      @@  .. cpp:var:: Format format
@@
@@     The format of the input. Optional.
@@
      .inference.ModelInput.Format format = 3;
      Specified by:
      getFormatValue in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The enum numeric value on the wire for format.

    • getFormat

      public ModelConfigOuterClass.ModelInput.Format getFormat()
      @@  .. cpp:var:: Format format
@@
@@     The format of the input. Optional.
@@
      .inference.ModelInput.Format format = 3;
      Specified by:
      getFormat in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The format.

    • getDimsList

      public List<Long> getDimsList()
      @@  .. cpp:var:: int64 dims (repeated)
@@
@@     The dimensions/shape of the input tensor that must be provided
@@     when invoking the inference API for this model.
@@
      repeated int64 dims = 4;
      Specified by:
      getDimsList in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      A list containing the dims.

    • getDimsCount

      public int getDimsCount()
      @@  .. cpp:var:: int64 dims (repeated)
@@
@@     The dimensions/shape of the input tensor that must be provided
@@     when invoking the inference API for this model.
@@
      repeated int64 dims = 4;
      Specified by:
      getDimsCount in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The count of dims.

    • getDims

      public long getDims(int index)
      @@  .. cpp:var:: int64 dims (repeated)
@@
@@     The dimensions/shape of the input tensor that must be provided
@@     when invoking the inference API for this model.
@@
      repeated int64 dims = 4;
      Specified by:
      getDims in interface ModelConfigOuterClass.ModelInputOrBuilder
      Parameters:
      index - The index of the element to return.
      Returns:
      The dims at the given index.

    • hasReshape

      public boolean hasReshape()
      @@  .. cpp:var:: ModelTensorReshape reshape
@@
@@     The shape expected for this input by the backend. The input will
@@     be reshaped to this before being presented to the backend. The
@@     reshape must have the same number of elements as the input shape
@@     specified by 'dims'. Optional.
@@
      .inference.ModelTensorReshape reshape = 5;
      Specified by:
      hasReshape in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      Whether the reshape field is set.

    • getReshape

      public ModelConfigOuterClass.ModelTensorReshape getReshape()
      @@  .. cpp:var:: ModelTensorReshape reshape
@@
@@     The shape expected for this input by the backend. The input will
@@     be reshaped to this before being presented to the backend. The
@@     reshape must have the same number of elements as the input shape
@@     specified by 'dims'. Optional.
@@
      .inference.ModelTensorReshape reshape = 5;
      Specified by:
      getReshape in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The reshape.

    • getReshapeOrBuilder

      public ModelConfigOuterClass.ModelTensorReshapeOrBuilder getReshapeOrBuilder()
      @@  .. cpp:var:: ModelTensorReshape reshape
@@
@@     The shape expected for this input by the backend. The input will
@@     be reshaped to this before being presented to the backend. The
@@     reshape must have the same number of elements as the input shape
@@     specified by 'dims'. Optional.
@@
      .inference.ModelTensorReshape reshape = 5;
      Specified by:
      getReshapeOrBuilder in interface ModelConfigOuterClass.ModelInputOrBuilder

    • getIsShapeTensor

      public boolean getIsShapeTensor()
      @@  .. cpp:var:: bool is_shape_tensor
@@
@@     Whether or not the input is a shape tensor to the model. This field
@@     is currently supported only for the TensorRT model. An error will be
@@     generated if this specification does not comply with underlying
@@     model.
@@
      bool is_shape_tensor = 6;
      Specified by:
      getIsShapeTensor in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The isShapeTensor.

    • getAllowRaggedBatch

      public boolean getAllowRaggedBatch()
      @@  .. cpp:var:: bool allow_ragged_batch
@@
@@     Whether or not the input is allowed to be "ragged" in a dynamically
@@     created batch. Default is false indicating that two requests will
@@     only be batched if this tensor has the same shape in both requests.
@@     True indicates that two requests can be batched even if this tensor
@@     has a different shape in each request.
@@
      bool allow_ragged_batch = 7;
      Specified by:
      getAllowRaggedBatch in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The allowRaggedBatch.

    • getOptional

      public boolean getOptional()
      @@  .. cpp:var:: bool optional
@@
@@     Whether or not the input is optional for the model execution.
@@     If true, the input is not required in the inference request.
@@     Default value is false.
@@
      bool optional = 8;
      Specified by:
      getOptional in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The optional.

    • getIsNonLinearFormatIo

      public boolean getIsNonLinearFormatIo()
      @@  .. cpp:var:: bool is_non_linear_format_io
@@
@@     Indicates whether the input tensor uses a non-linear IO format. This
@@     field is currently supported only for TensorRT models. An error will
@@     be generated if this specification does not comply with the
@@     underlying model.
@@
      bool is_non_linear_format_io = 9;
      Specified by:
      getIsNonLinearFormatIo in interface ModelConfigOuterClass.ModelInputOrBuilder
      Returns:
      The isNonLinearFormatIo.

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessageV3

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessageV3
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessageV3

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static ModelConfigOuterClass.ModelInput parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelConfigOuterClass.ModelInput parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelConfigOuterClass.ModelInput parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelConfigOuterClass.ModelInput parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelConfigOuterClass.ModelInput parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelConfigOuterClass.ModelInput parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static ModelConfigOuterClass.ModelInput parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ModelConfigOuterClass.ModelInput parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static ModelConfigOuterClass.ModelInput parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static ModelConfigOuterClass.ModelInput parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ModelConfigOuterClass.ModelInput parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static ModelConfigOuterClass.ModelInput parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public ModelConfigOuterClass.ModelInput.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static ModelConfigOuterClass.ModelInput.Builder newBuilder()

    • newBuilder

      public static ModelConfigOuterClass.ModelInput.Builder newBuilder(ModelConfigOuterClass.ModelInput prototype)

    • toBuilder

      public ModelConfigOuterClass.ModelInput.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected ModelConfigOuterClass.ModelInput.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
      Specified by:
      newBuilderForType in class com.google.protobuf.GeneratedMessageV3

    • getDefaultInstance

      public static ModelConfigOuterClass.ModelInput getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<ModelConfigOuterClass.ModelInput> parser()

    • getParserForType

      public com.google.protobuf.Parser<ModelConfigOuterClass.ModelInput> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessageV3

    • getDefaultInstanceForType

      public ModelConfigOuterClass.ModelInput getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder