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Fully Connected

FullyconnectedOperator (API) do regular fully connected calculation between input tensors and weights.

Notes

Auto flatten. For input tensor with rank >=2, the operator will automatically flatten the tensor and then do calcualtion (shape kept). Actually, Serrano will do nothing to flatten it. Cause inside a tensor, all data elements are stored as a 1D array.
If inputTensors has more than 1 tensor object, the operator applies calculation on each input tensor independently. Results will be stored corresponding tensor of outputTensors

Initialization

let op = FullyconnectedOperator(inputDim: 100, numUnits: 20)

let op2 = FullyconnectedOperator(inputDim: 100, numUnits: 20, biasEnabled: False)