diff options
Diffstat (limited to 'src/CHAD/Types/ToTan.hs')
-rw-r--r-- | src/CHAD/Types/ToTan.hs | 42 |
1 files changed, 42 insertions, 0 deletions
diff --git a/src/CHAD/Types/ToTan.hs b/src/CHAD/Types/ToTan.hs new file mode 100644 index 0000000..a75fdb8 --- /dev/null +++ b/src/CHAD/Types/ToTan.hs @@ -0,0 +1,42 @@ +{-# LANGUAGE GADTs #-} +module CHAD.Types.ToTan where + +import Data.Bifunctor (bimap) + +import Array +import AST.Types +import CHAD.Types +import Data +import ForwardAD +import Interpreter.Rep + + +toTanE :: SList STy env -> SList Value env -> SList Value (D2E env) -> SList Value (TanE env) +toTanE SNil SNil SNil = SNil +toTanE (t `SCons` env) (Value p `SCons` primal) (Value x `SCons` inp) = + Value (toTan t p x) `SCons` toTanE env primal inp + +toTan :: STy t -> Rep t -> Rep (D2 t) -> Rep (Tan t) +toTan typ primal der = case typ of + STNil -> der + STPair t1 t2 -> case der of + Nothing -> bimap (zeroTan t1) (zeroTan t2) primal + Just (d₁, d₂) -> bimap (\p1 -> toTan t1 p1 d₁) (\p2 -> toTan t2 p2 d₂) primal + STEither t1 t2 -> case der of + Nothing -> bimap (zeroTan t1) (zeroTan t2) primal + Just d -> case (primal, d) of + (Left p, Left d') -> Left (toTan t1 p d') + (Right p, Right d') -> Right (toTan t2 p d') + _ -> error "Primal and cotangent disagree on Either alternative" + STMaybe t -> liftA2 (toTan t) primal der + STArr _ t + | shapeSize (arrayShape der) == 0 -> + arrayMap (zeroTan t) primal + | arrayShape primal == arrayShape der -> + arrayGenerateLin (arrayShape primal) $ \i -> + toTan t (arrayIndexLinear primal i) (arrayIndexLinear der i) + | otherwise -> + error "Primal and cotangent disagree on array shape" + STScal sty -> case sty of + STI32 -> der ; STI64 -> der ; STF32 -> der ; STF64 -> der ; STBool -> der + STAccum{} -> error "Accumulators not allowed in input program" |