def LinearFirst

bendtorch@1.3.0.0 · main.bend:720

import Base
import bend-ml-tensor-array@0.1.18.0/main.bend as TA

720def LinearFirst(+n: Nat, +i: Nat, +o: Nat, +par: Nat) -> Layer<Lin<i, o>, TA.Mat<n, i>, TA.Mat<n, o>, TA.Mat<n, i>>:
721  Layer{p => x => lin_fwd(n, i, o, par, p, x), p => s => dy => g => linf_bwd(n, i, o, par, p, s, dy, g), op => p => g => st => lin_step(i, o, op, p, g, st), u => lin_zeros(i, o), p => lin_dump(i, o, p), p => xs => off => lin_load(i, o, p, xs, off), p => xs => off => lin_store(i, o, p, xs, off), u => U32.from_nat(Nat.mul(o, 1n+i))}