openvino.runtime.opset4.convolution

openvino.runtime.opset4.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.