openvino.runtime.opset6.convolution#

openvino.runtime.opset6.convolution(data: Node | int | float | ndarray, filters: Node | int | float | ndarray, strides: List[int], pads_begin: List[int], pads_end: List[int], dilations: List[int], auto_pad: str = 'EXPLICIT', name: str | None = None) Node#

Return node performing batched convolution operation.

Parameters:
  • data – The node providing data batch tensor.

  • filter – The node providing filters tensor.

  • strides – The kernel window movement strides.

  • pads_begin – The number of zero padding elements to add on each axis below 0 coordinate.

  • pads_end – The number of zero padding elements to add on each axis above max coordinate

  • dilations – The data batch dilation strides.

  • auto_pad – The type of padding. Range of values: explicit, same_upper, same_lower, valid.

  • name – The optional new name for output node.

Returns:

New node performing batched convolution operation.