luci_interpreter::Shape Class Reference

#include <Tensor.h>

Public Member Functions
	Shape (int rank)
	Shape (std::initializer_list< int32_t > dims)
int	num_dims () const
int32_t	dim (int i) const
int32_t &	dim (int i)
int32_t	num_elements () const
int64_t	large_num_elements () const
bool	operator== (const Shape &other) const
bool	operator!= (const Shape &other) const

Detailed Description

Definition at line 32 of file Tensor.h.

Constructor & Destructor Documentation

Shape() [1/2]

luci_interpreter::Shape::Shape ( int  rank )

inlineexplicit

Definition at line 35 of file Tensor.h.

: _dims(rank, 0) {}

Shape() [2/2]

luci_interpreter::Shape::Shape ( std::initializer_list< int32_t >  dims )

inline

Definition at line 37 of file Tensor.h.

: _dims(dims.begin(), dims.end()) {}

Member Function Documentation

dim() [1/2]

int32_t & luci_interpreter::Shape::dim ( int  i )

inline

Definition at line 47 of file Tensor.h.

  {
    assert(i >= 0 && i < static_cast<int>(_dims.size()));
    return _dims[i];
  }

dim() [2/2]

int32_t luci_interpreter::Shape::dim ( int  i ) const

inline

Definition at line 41 of file Tensor.h.

  {
    assert(i >= 0 && i < static_cast<int>(_dims.size()));
    return _dims[i];
  }

Referenced by luci_interpreter::kernels::calcOffset(), luci_interpreter::kernels::calculateShapeForBroadcast(), luci_interpreter::kernels::ArgMax::configure(), luci_interpreter::kernels::AveragePool2D::configure(), luci_interpreter::kernels::BatchToSpaceND::configure(), luci_interpreter::kernels::Concatenation::configure(), luci_interpreter::kernels::Conv2D::configure(), luci_interpreter::kernels::DepthToSpace::configure(), luci_interpreter::kernels::DepthwiseConv2D::configure(), luci_interpreter::kernels::FullyConnected::configure(), luci_interpreter::kernels::Gather::configure(), luci_interpreter::kernels::L2Pool2D::configure(), luci_interpreter::kernels::MaxPool2D::configure(), luci_interpreter::kernels::MirrorPad::configure(), luci_interpreter::kernels::Pack::configure(), luci_interpreter::kernels::Pad::configure(), luci_interpreter::kernels::PadV2::configure(), luci_interpreter::kernels::ResizeBilinear::configure(), luci_interpreter::kernels::ResizeNearestNeighbor::configure(), luci_interpreter::kernels::Select::configure(), luci_interpreter::kernels::SpaceToBatchND::configure(), luci_interpreter::kernels::SpaceToDepth::configure(), luci_interpreter::kernels::Split::configure(), luci_interpreter::kernels::SplitV::configure(), luci_interpreter::kernels::Squeeze::configure(), luci_interpreter::kernels::SVDF::configure(), luci_interpreter::kernels::Tile::configure(), luci_interpreter::kernels::Transpose::configure(), luci_interpreter::kernels::TransposeConv::configure(), luci_interpreter::kernels::UnidirectionalSequenceLSTM::configure(), luci_interpreter::kernels::Unpack::configure(), luci_interpreter::kernels::testing::dequantizeTensorData(), luci_interpreter_pal::eval_integer_8x8_16_lstm(), luci_interpreter::kernels::lstm::EvalFloat(), luci_interpreter::kernels::MirrorPad::execute(), luci_interpreter::kernels::Transpose::execute(), luci_interpreter::kernels::getTensorShape(), large_num_elements(), luci_interpreter::kernels::testing::makeInputTensor(), and num_elements().

large_num_elements()

int64_t luci_interpreter::Shape::large_num_elements ( ) const

inline

Definition at line 64 of file Tensor.h.

  {
    int64_t result = 1;
    for (const int32_t dim : _dims)
    {
      result *= dim;
    }
    return result;
  }

References dim().

num_dims()

int luci_interpreter::Shape::num_dims ( ) const

inline

Definition at line 39 of file Tensor.h.

{ return _dims.size(); }

Referenced by luci_interpreter::kernels::calculateShapeForBroadcast(), luci_interpreter::kernels::ArgMax::configure(), luci_interpreter::kernels::BatchToSpaceND::configure(), luci_interpreter::kernels::BroadcastTo::configure(), luci_interpreter::kernels::Concatenation::configure(), luci_interpreter::kernels::Conv2D::configure(), luci_interpreter::kernels::DepthwiseConv2D::configure(), luci_interpreter::kernels::ExpandDims::configure(), luci_interpreter::kernels::FullyConnected::configure(), luci_interpreter::kernels::Gather::configure(), luci_interpreter::kernels::Mean::configure(), luci_interpreter::kernels::MirrorPad::configure(), luci_interpreter::kernels::OneHot::configure(), luci_interpreter::kernels::Pack::configure(), luci_interpreter::kernels::Pad::configure(), luci_interpreter::kernels::PadV2::configure(), luci_interpreter::kernels::PRelu::configure(), luci_interpreter::kernels::ReduceMax::configure(), luci_interpreter::kernels::ReduceProd::configure(), luci_interpreter::kernels::RmsNorm::configure(), luci_interpreter::kernels::Select::configure(), luci_interpreter::kernels::SpaceToBatchND::configure(), luci_interpreter::kernels::Split::configure(), luci_interpreter::kernels::SplitV::configure(), luci_interpreter::kernels::Squeeze::configure(), luci_interpreter::kernels::StridedSlice::configure(), luci_interpreter::kernels::Sum::configure(), luci_interpreter::kernels::SVDF::configure(), luci_interpreter::kernels::Transpose::configure(), luci_interpreter::kernels::UnidirectionalSequenceLSTM::configure(), luci_interpreter::kernels::Unpack::configure(), luci_interpreter::kernels::testing::dequantizeTensorData(), luci_interpreter::kernels::lstm::EvalFloat(), luci_interpreter::kernels::MirrorPad::execute(), luci_interpreter::kernels::Pad::execute(), luci_interpreter::kernels::PadV2::execute(), luci_interpreter::kernels::StridedSlice::execute(), luci_interpreter::kernels::getTensorShape(), and luci_interpreter::kernels::testing::makeInputTensor().

num_elements()

int32_t luci_interpreter::Shape::num_elements ( ) const

inline

Definition at line 53 of file Tensor.h.

  {
    int32_t result = 1;
    for (const int32_t dim : _dims)
    {
      result *= dim;
    }
    return result;
  }

References dim().

Referenced by luci_interpreter::kernels::FullyConnected::configure(), luci_interpreter::kernels::Mean::configure(), luci_interpreter::kernels::ReduceMax::configure(), luci_interpreter::kernels::ReduceProd::configure(), luci_interpreter::kernels::Sum::configure(), luci_interpreter::kernels::UnidirectionalSequenceLSTM::configure(), luci_interpreter::kernels::testing::dequantizeTensorData(), luci_interpreter::kernels::ExpandDims::execute(), luci_interpreter::kernels::If::execute(), luci_interpreter::kernels::MirrorPad::execute(), luci_interpreter::kernels::Reshape::execute(), luci_interpreter::kernels::testing::makeInputTensor(), luci_interpreter::Tensor::readData(), and luci_interpreter::Tensor::writeData().

operator!=()

bool luci_interpreter::Shape::operator!= ( const Shape &  other ) const

inline

Definition at line 76 of file Tensor.h.

{ return !operator==(other); }

References operator==().

operator==()

bool luci_interpreter::Shape::operator== ( const Shape &  other ) const

inline

Definition at line 74 of file Tensor.h.

{ return _dims == other._dims; }

Referenced by operator!=().

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The documentation for this class was generated from the following file:

• compiler/luci-interpreter/include/luci_interpreter/core/Tensor.h