我需要 Numeric.FAD 库,尽管它仍然完全被存在类型所迷惑。
这是代码:
error_diffs :: [Double] -> NetworkState [(Int, Int, Double)]
error_diffs desired_outputs = do diff_error <- (diff_op $ error' $ map FAD.lift desired_outputs)::(NetworkState ([FAD.Dual tag Double] -> FAD.Dual tag Double))
weights <- link_weights
let diffs = FAD.grad (diff_error::([FAD.Dual tag a] -> FAD.Dual tag b)) weights
links <- link_list
return $ zipWith (\link diff ->
(linkFrom link, linkTo link, diff)
) links diffs
error' 在 Reader monad 中运行,由 diff_op 运行,然后生成一个匿名函数来获取当前的 NetworkState 和来自 FAD.grad 的差分输入,并将它们填充到 Reader 中。
Haskell 让我对以下内容感到困惑:
Inferred type is less polymorphic than expected
Quantified type variable `tag' is mentioned in the environment:
diff_error :: [FAD.Dual tag Double] -> FAD.Dual tag Double
(bound at Operations.hs:100:33)
In the first argument of `FAD.grad', namely
`(diff_error :: [FAD.Dual tag a] -> FAD.Dual tag b)'
In the expression:
FAD.grad (diff_error :: [FAD.Dual tag a] -> FAD.Dual tag b) weights
In the definition of `diffs':
diffs = FAD.grad
(diff_error :: [FAD.Dual tag a] -> FAD.Dual tag b) weights