Class ov::op::util::ConvolutionBase

class ConvolutionBase : public ov::op::Op

Base class for operations like convolutions.

Subclassed by ov::op::util::ConvolutionBackPropBase, ov::op::util::ConvolutionFwdPropBase, ov::op::util::DeformableConvolutionBase

Public Functions

ConvolutionBase() = default

Constructs a conversion operation.

inline ConvolutionBase(const OutputVector &arguments, const Strides &strides, const CoordinateDiff &pads_begin, const CoordinateDiff &pads_end, const Strides &dilations, const PadType &auto_pad = PadType::EXPLICIT)

Constructs a conversion operation.

Parameters

  • strides – Convolution strides.

  • pads_begin – Amount of padding to be added to the beginning along each axis. For example in case of a 2D input the value of (1, 2) means that 1 element will be added to the top and 2 elements to the left.

  • pads_end – Amount of padding to be added to the end along each axis.

  • dilations – The distance in width and height between the weights in the filters tensor.

  • auto_pad – Specifies how the automatic calculation of padding should be done.