onnx

Interface Onnx.TensorProtoOrBuilder

All Superinterfaces:

org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder

All Known Implementing Classes:

Onnx.TensorProto, Onnx.TensorProto.Builder

Enclosing class:

Onnx

public static interface Onnx.TensorProtoOrBuilder
extends org.nd4j.shade.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
Onnx.TensorProto.DataType	getDataType() The data type of the tensor.
int	getDataTypeValue() The data type of the tensor.
long	getDims(int index) The shape of the tensor.
int	getDimsCount() The shape of the tensor.
List<Long>	getDimsList() The shape of the tensor.
String	getDocString() A human-readable documentation for this tensor.
org.nd4j.shade.protobuf.ByteString	getDocStringBytes() A human-readable documentation for this tensor.
double	getDoubleData(int index) For double Complex64 tensors are encoded as a single array of doubles, with the real components appearing in odd numbered positions, and the corresponding imaginary component apparing in the subsequent even numbered position.
int	getDoubleDataCount() For double Complex64 tensors are encoded as a single array of doubles, with the real components appearing in odd numbered positions, and the corresponding imaginary component apparing in the subsequent even numbered position.
List<Double>	getDoubleDataList() For double Complex64 tensors are encoded as a single array of doubles, with the real components appearing in odd numbered positions, and the corresponding imaginary component apparing in the subsequent even numbered position.
float	getFloatData(int index) For float and complex64 values Complex64 tensors are encoded as a single array of floats, with the real components appearing in odd numbered positions, and the corresponding imaginary component apparing in the subsequent even numbered position.
int	getFloatDataCount() For float and complex64 values Complex64 tensors are encoded as a single array of floats, with the real components appearing in odd numbered positions, and the corresponding imaginary component apparing in the subsequent even numbered position.
List<Float>	getFloatDataList() For float and complex64 values Complex64 tensors are encoded as a single array of floats, with the real components appearing in odd numbered positions, and the corresponding imaginary component apparing in the subsequent even numbered position.
int	getInt32Data(int index) For int32, uint8, int8, uint16, int16, bool, and float16 values float16 values must be bit-wise converted to an uint16_t prior to writing to the buffer.
int	getInt32DataCount() For int32, uint8, int8, uint16, int16, bool, and float16 values float16 values must be bit-wise converted to an uint16_t prior to writing to the buffer.
List<Integer>	getInt32DataList() For int32, uint8, int8, uint16, int16, bool, and float16 values float16 values must be bit-wise converted to an uint16_t prior to writing to the buffer.
long	getInt64Data(int index) For int64.
int	getInt64DataCount() For int64.
List<Long>	getInt64DataList() For int64.
String	getName() Optionally, a name for the tensor.
org.nd4j.shade.protobuf.ByteString	getNameBytes() Optionally, a name for the tensor.
org.nd4j.shade.protobuf.ByteString	getRawData() Serializations can either use one of the fields above, or use this raw bytes field.
Onnx.TensorProto.Segment	getSegment() .onnx.TensorProto.Segment segment = 3;
Onnx.TensorProto.SegmentOrBuilder	getSegmentOrBuilder() .onnx.TensorProto.Segment segment = 3;
org.nd4j.shade.protobuf.ByteString	getStringData(int index) For strings.
int	getStringDataCount() For strings.
List<org.nd4j.shade.protobuf.ByteString>	getStringDataList() For strings.
long	getUint64Data(int index) For uint64 and uint32 values When this field is present, the data_type field MUST be UINT32 or UINT64
int	getUint64DataCount() For uint64 and uint32 values When this field is present, the data_type field MUST be UINT32 or UINT64
List<Long>	getUint64DataList() For uint64 and uint32 values When this field is present, the data_type field MUST be UINT32 or UINT64
boolean	hasSegment() .onnx.TensorProto.Segment segment = 3;

Methods inherited from interface org.nd4j.shade.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getDimsList

List<Long> getDimsList()

 The shape of the tensor.
 

repeated int64 dims = 1;

Returns:

A list containing the dims.

getDimsCount

int getDimsCount()

 The shape of the tensor.
 

repeated int64 dims = 1;

Returns:

The count of dims.

getDims

long getDims(int index)

 The shape of the tensor.
 

repeated int64 dims = 1;

Parameters:

index - The index of the element to return.

Returns:

The dims at the given index.

getDataTypeValue

int getDataTypeValue()

 The data type of the tensor.
 

.onnx.TensorProto.DataType data_type = 2;

Returns:

The enum numeric value on the wire for dataType.

getDataType

Onnx.TensorProto.DataType getDataType()

 The data type of the tensor.
 

.onnx.TensorProto.DataType data_type = 2;

Returns:

The dataType.

hasSegment

boolean hasSegment()

.onnx.TensorProto.Segment segment = 3;

Returns:

Whether the segment field is set.

getSegment

Onnx.TensorProto.Segment getSegment()

.onnx.TensorProto.Segment segment = 3;

Returns:

The segment.

getSegmentOrBuilder

Onnx.TensorProto.SegmentOrBuilder getSegmentOrBuilder()

.onnx.TensorProto.Segment segment = 3;

getFloatDataList

List<Float> getFloatDataList()

 For float and complex64 values
 Complex64 tensors are encoded as a single array of floats,
 with the real components appearing in odd numbered positions,
 and the corresponding imaginary component apparing in the
 subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
 is encoded as [1.0, 2.0 ,3.0 ,4.0]
 When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
 

repeated float float_data = 4 [packed = true];

Returns:

A list containing the floatData.

getFloatDataCount

int getFloatDataCount()

 For float and complex64 values
 Complex64 tensors are encoded as a single array of floats,
 with the real components appearing in odd numbered positions,
 and the corresponding imaginary component apparing in the
 subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
 is encoded as [1.0, 2.0 ,3.0 ,4.0]
 When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
 

repeated float float_data = 4 [packed = true];

Returns:

The count of floatData.

getFloatData

float getFloatData(int index)

 For float and complex64 values
 Complex64 tensors are encoded as a single array of floats,
 with the real components appearing in odd numbered positions,
 and the corresponding imaginary component apparing in the
 subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
 is encoded as [1.0, 2.0 ,3.0 ,4.0]
 When this field is present, the data_type field MUST be FLOAT or COMPLEX64.
 

repeated float float_data = 4 [packed = true];

Parameters:

index - The index of the element to return.

Returns:

The floatData at the given index.

getInt32DataList

List<Integer> getInt32DataList()

 For int32, uint8, int8, uint16, int16, bool, and float16 values
 float16 values must be bit-wise converted to an uint16_t prior
 to writing to the buffer.
 When this field is present, the data_type field MUST be
 INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
 

repeated int32 int32_data = 5 [packed = true];

Returns:

A list containing the int32Data.

getInt32DataCount

int getInt32DataCount()

 For int32, uint8, int8, uint16, int16, bool, and float16 values
 float16 values must be bit-wise converted to an uint16_t prior
 to writing to the buffer.
 When this field is present, the data_type field MUST be
 INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
 

repeated int32 int32_data = 5 [packed = true];

Returns:

The count of int32Data.

getInt32Data

int getInt32Data(int index)

 For int32, uint8, int8, uint16, int16, bool, and float16 values
 float16 values must be bit-wise converted to an uint16_t prior
 to writing to the buffer.
 When this field is present, the data_type field MUST be
 INT32, INT16, INT8, UINT16, INT8, BOOL, or FLOAT32
 

repeated int32 int32_data = 5 [packed = true];

Parameters:

index - The index of the element to return.

Returns:

The int32Data at the given index.

getStringDataList

List<org.nd4j.shade.protobuf.ByteString> getStringDataList()

 For strings.
 Each element of string_data is a UTF-8 encoded Unicode
 string. No trailing null, no leading BOM. The protobuf "string"
 scalar type is not used to match ML community conventions.
 When this field is present, the data_type field MUST be STRING
 

repeated bytes string_data = 6;

Returns:

A list containing the stringData.

getStringDataCount

int getStringDataCount()

 For strings.
 Each element of string_data is a UTF-8 encoded Unicode
 string. No trailing null, no leading BOM. The protobuf "string"
 scalar type is not used to match ML community conventions.
 When this field is present, the data_type field MUST be STRING
 

repeated bytes string_data = 6;

Returns:

The count of stringData.

getStringData

org.nd4j.shade.protobuf.ByteString getStringData(int index)

 For strings.
 Each element of string_data is a UTF-8 encoded Unicode
 string. No trailing null, no leading BOM. The protobuf "string"
 scalar type is not used to match ML community conventions.
 When this field is present, the data_type field MUST be STRING
 

repeated bytes string_data = 6;

Parameters:

index - The index of the element to return.

Returns:

The stringData at the given index.

getInt64DataList

List<Long> getInt64DataList()

 For int64.
 When this field is present, the data_type field MUST be INT64
 

repeated int64 int64_data = 7 [packed = true];

Returns:

A list containing the int64Data.

getInt64DataCount

int getInt64DataCount()

 For int64.
 When this field is present, the data_type field MUST be INT64
 

repeated int64 int64_data = 7 [packed = true];

Returns:

The count of int64Data.

getInt64Data

long getInt64Data(int index)

 For int64.
 When this field is present, the data_type field MUST be INT64
 

repeated int64 int64_data = 7 [packed = true];

Parameters:

index - The index of the element to return.

Returns:

The int64Data at the given index.

getName

String getName()

 Optionally, a name for the tensor.
 

string name = 8;

Returns:

The name.

getNameBytes

org.nd4j.shade.protobuf.ByteString getNameBytes()

 Optionally, a name for the tensor.
 

string name = 8;

Returns:

The bytes for name.

getDocString

String getDocString()

 A human-readable documentation for this tensor. Markdown is allowed.
 

string doc_string = 12;

Returns:

The docString.

getDocStringBytes

org.nd4j.shade.protobuf.ByteString getDocStringBytes()

 A human-readable documentation for this tensor. Markdown is allowed.
 

string doc_string = 12;

Returns:

The bytes for docString.

getRawData

org.nd4j.shade.protobuf.ByteString getRawData()

 Serializations can either use one of the fields above, or use this
 raw bytes field. The only exception is the string case, where one is
 required to store the content in the repeated bytes string_data field.
 When this raw_data field is used to store tensor value, elements MUST
 be stored in as fixed-width, little-endian order.
 Floating-point data types MUST be stored in IEEE 754 format.
 Complex64 elements must be written as two consecutive FLOAT values, real component first.
 Complex128 elements must be written as two consecutive DOUBLE values, real component first.
 Boolean type MUST be written one byte per tensor element (00000001 for true, 00000000 for false).
 Note: the advantage of specific field rather than the raw_data field is
 that in some cases (e.g. int data), protobuf does a better packing via
 variable length storage, and may lead to smaller binary footprint.
 When this field is present, the data_type field MUST NOT be STRING or UNDEFINED
 

bytes raw_data = 9;

Returns:

The rawData.

getDoubleDataList

List<Double> getDoubleDataList()

 For double
 Complex64 tensors are encoded as a single array of doubles,
 with the real components appearing in odd numbered positions,
 and the corresponding imaginary component apparing in the
 subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
 is encoded as [1.0, 2.0 ,3.0 ,4.0]
 When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
 

repeated double double_data = 10 [packed = true];

Returns:

A list containing the doubleData.

getDoubleDataCount

int getDoubleDataCount()

 For double
 Complex64 tensors are encoded as a single array of doubles,
 with the real components appearing in odd numbered positions,
 and the corresponding imaginary component apparing in the
 subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
 is encoded as [1.0, 2.0 ,3.0 ,4.0]
 When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
 

repeated double double_data = 10 [packed = true];

Returns:

The count of doubleData.

getDoubleData

double getDoubleData(int index)

 For double
 Complex64 tensors are encoded as a single array of doubles,
 with the real components appearing in odd numbered positions,
 and the corresponding imaginary component apparing in the
 subsequent even numbered position. (e.g., [1.0 + 2.0i, 3.0 + 4.0i]
 is encoded as [1.0, 2.0 ,3.0 ,4.0]
 When this field is present, the data_type field MUST be DOUBLE or COMPLEX128
 

repeated double double_data = 10 [packed = true];

Parameters:

index - The index of the element to return.

Returns:

The doubleData at the given index.

getUint64DataList

List<Long> getUint64DataList()

 For uint64 and uint32 values
 When this field is present, the data_type field MUST be
 UINT32 or UINT64
 

repeated uint64 uint64_data = 11 [packed = true];

Returns:

A list containing the uint64Data.

getUint64DataCount

int getUint64DataCount()

 For uint64 and uint32 values
 When this field is present, the data_type field MUST be
 UINT32 or UINT64
 

repeated uint64 uint64_data = 11 [packed = true];

Returns:

The count of uint64Data.

getUint64Data

long getUint64Data(int index)

 For uint64 and uint32 values
 When this field is present, the data_type field MUST be
 UINT32 or UINT64
 

repeated uint64 uint64_data = 11 [packed = true];

Parameters:

index - The index of the element to return.

Returns:

The uint64Data at the given index.