Overview - 2023.2 English

Vitis Libraries

Release Date
2023-12-20
Version
2023.2 English

LASSO regression predict.

Parameters:

MType datatype of regression, support double and float
D Number of features that processed each cycle
DDepth DDepth * D is max feature numbers supported.
RAMWeight Use which kind of RAM to store weight, could be LUTRAM, BRAM or URAM.
RAMIntercept Use which kind of RAM to store intercept, could be LUTRAM, BRAM or URAM.
template <
    typename MType,
    int D,
    int DDepth,
    RAMType RAMWeight,
    RAMType RAMIntercept
    >
class LASSORegressionPredict

// fields

sl2 <MType, D, DDepth, 1, 1,&funcMul <MType>,&funcSum <MType>,&funcAssign <MType>, AdditionLatency <MType>::value, RAMWeight, RAMIntercept> dotMulProcessor