BendtorchFast.LinearFirstF: def of bendtorch-fast@1.3.0.0
Import: import bendtorch-fast@1.3.0.0/main.bend as BendtorchFast
Lines 270-271 of bendtorch-fast@1.3.0.0/main.bend: https://jend.leeeet.dev/read.txt?path=bendtorch-fast@1.3.0.0/main.bend&start_line=270&end_line=271

import Base
import bend-ml-tensor-array@0.1.18.0/main.bend as TA
import bendtorch@1.3.0.0/main.bend as T

def LinearFirstF(+n: Nat, +i: Nat, +o: Nat, +par: Nat) -> T.Layer<T.Lin<i, o>, TA.Mat<n, i>, TA.Mat<n, o>, TA.Mat<n, i>>:
  T.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 => T.lin_zeros(i, o), p => T.lin_dump(i, o, p), p => xs => off => T.lin_load(i, o, p, xs, off), p => xs => off => T.lin_store(i, o, p, xs, off), u => U32.from_nat(Nat.mul(o, 1n+i))}

Uses (13):
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=Nat
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=Nat.mul
  https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=U32.from_nat
  https://jend.leeeet.dev/definition.txt?path=bend-ml-tensor-array@0.1.19.0/main.bend&name=Mat
  https://jend.leeeet.dev/definition.txt?path=bendtorch-fast@1.3.0.0/main.bend&name=lin_fwd
  https://jend.leeeet.dev/definition.txt?path=bendtorch-fast@1.3.0.0/main.bend&name=lin_step
  https://jend.leeeet.dev/definition.txt?path=bendtorch-fast@1.3.0.0/main.bend&name=linf_bwd
  https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/main.bend&name=Layer
  https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/main.bend&name=Lin
  https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/main.bend&name=lin_dump
  https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/main.bend&name=lin_load
  https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/main.bend&name=lin_store
  https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/main.bend&name=lin_zeros