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Convolution

Currently, Serrano supports 2D convolutional operator (API).

Notes

• The inputTensors and outputTensors should have same number of tensors.
• There can be multiple tensors in inputTensors and all tensors in inputTensors should have same shapes. Operator will do calculation for each input tensor independently.
• Dilation. Currently, calculation with dilation > 1 has not been implemented.

Initialization

let convOp  = ConvOperator2D(numFilters: 64,
                             kernelSize: [3, 3],
                             stride: [1, 1],
                             padMode: PaddingMode.Same,
                             channelPosition: TensorChannelOrder.Last)

• numFilters. Required. Number of filters (feature maps)
• kernelSize. Required. 2D Int array.
• stride. 2D Int array. Default is [1, 1].
• padMode: Default is PaddingMode.Valid.
• channelPosition. Default is TensorChannelOrder.First