INNER CODE UNIT · Python

defvjp_argnum

HIPS/autograd · autograd/core.py:60

def defvjp_argnum(fun, vjpmaker):
    def vjp_argnums(argnums, *args):
        vjps = [vjpmaker(argnum, *args) for argnum in argnums]
        return lambda g: (vjp(g) for vjp in vjps)

    defvjp_argnums(fun, vjp_argnums)


def defvjp(fun, *vjpmakers, **kwargs):
    argnums = kwargs.get("argnums", count())
    vjps_dict = {
        argnum: translate_vjp(vjpmaker, fun, argnum) for argnum, vjpmaker in zip(argnums, vjpmakers)
    }

    def vjp_argnums(argnums, ans, args, kwargs):
        L = len(argnums)
        # These first two cases are just optimizations
        if L == 1:

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