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* Type definitions for Basis functions. |
* Type definitions for Basis functions. |
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*) |
*) |
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structure Basis = |
structure Basis : sig |
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struct |
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val env : Env.env |
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end = struct |
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local |
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structure N = BasisNames |
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structure Ty = Types |
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structure MV = MetaVar |
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fun --> (tys1, ty) = Ty.T_Fun(tys1, [ty]) |
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infix --> |
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val N2 = Ty.DimConst 2 |
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val N3 = Ty.DimConst 3 |
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(* short names for kinds *) |
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val TK : unit -> Ty.meta_var = Ty.TYPE o MV.newTyVar |
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val DK : unit -> Ty.meta_var = Ty.DIFF o MV.newDiffVar |
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val SK : unit -> Ty.meta_var = Ty.SHAPE o MV.newShapeVar |
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val NK : unit -> Ty.meta_var = Ty.DIM o MV.newDimVar |
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fun ty t = ([], t) |
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fun all (kinds, mkTy) = let |
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val tvs = List.map (fn mk => mk()) kinds |
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in |
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(tvs, mkTy tvs) |
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end |
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fun allNK mkTy = let |
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val tv = MV.newDimVar() |
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in |
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([Ty.DIM tv], mkTy tv) |
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end |
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fun field (k, d, dd) = Ty.T_Field{diff=k, dim=d, shape=dd} |
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fun tensor ds = Ty.T_Tensor(Ty.Shape ds) |
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in |
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(* overloaded operators *) |
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val overloads = [ |
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(* |
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val op_add = Atom.atom "+" |
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val op_sub = Atom.atom "-" |
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val op_mul = Atom.atom "*" |
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val op_div = Atom.atom "/" |
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val op_lt = Atom.atom "<" |
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val op_lte = Atom.atom "<=" |
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val op_eql = Atom.atom "==" |
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val op_neq = Atom.atom "!=" |
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val op_gte = Atom.atom ">=" |
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val op_gt = Atom.atom ">" |
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*) |
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] |
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(* non-overloaded operators, etc. *) |
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val basis = [ |
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(* operators *) |
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(N.op_at, all([DK, NK, SK], |
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fn [Ty.DIFF k, Ty.DIM d, Ty.SHAPE dd] => let |
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val k = Ty.DiffVar(k, 0) |
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val d = Ty.DimVar d |
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val dd = Ty.ShapeVar dd |
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in |
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[field(k, d, dd), tensor[d]] --> Ty.T_Tensor dd |
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end)), |
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(N.op_D, all([DK, NK, SK], |
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fn [Ty.DIFF k, Ty.DIM d, Ty.SHAPE dd] => let |
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val k0 = Ty.DiffVar(k, 0) |
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val km1 = Ty.DiffVar(k, ~1) |
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val d = Ty.DimVar d |
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val dd = Ty.ShapeVar dd |
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in |
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[field(k0, d, dd), tensor[d]] |
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--> field(km1, d, Ty.ShapeExt(dd, d)) |
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end)), |
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(N.op_norm, all([SK], |
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fn [Ty.SHAPE dd] => [Ty.T_Tensor(Ty.ShapeVar dd)] --> Ty.realTy)), |
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(* functions *) |
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(N.fn_CL, ty([tensor[N3, N3]] --> Ty.vec3Ty)), |
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(N.fn_convolve, all([DK, NK, SK], |
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fn [Ty.DIFF k, Ty.DIM d, Ty.SHAPE dd] => let |
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val k = Ty.DiffVar(k, 0) |
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val d = Ty.DimVar d |
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val dd = Ty.ShapeVar dd |
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in |
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[Ty.T_Kernel k, Ty.T_Image{dim=d, shape=dd}] |
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--> field(k, d, dd) |
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end)), |
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(N.fn_cos, ty([Ty.realTy] --> Ty.realTy)), |
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(N.fn_dot, allNK(fn tv => [tensor[Ty.DimVar tv]] |
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--> tensor[Ty.DimVar tv])), |
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(N.fn_inside, all([DK, NK, SK], |
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fn [Ty.DIFF k, Ty.DIM d, Ty.SHAPE dd] => let |
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val k = Ty.DiffVar(k, 0) |
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val d = Ty.DimVar d |
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val dd = Ty.ShapeVar dd |
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in |
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[Ty.T_Tensor(Ty.Shape[d]), field(k, d, dd)] |
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--> Ty.T_Bool |
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end)), |
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(N.fn_load, all([NK, SK], |
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fn [Ty.DIM d, Ty.SHAPE dd] => let |
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val d = Ty.DimVar d |
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val dd = Ty.ShapeVar dd |
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in |
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[Ty.T_String] --> Ty.T_Image{dim=d, shape=dd} |
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end)), |
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(N.fn_pow, ty([Ty.realTy, Ty.realTy] --> Ty.realTy)), |
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(* |
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val fn_principleEvec = Atom.atom "principleEvec" |
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*) |
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(N.fn_sin, ty([Ty.realTy] --> Ty.realTy)), |
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(* kernels *) |
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(N.kn_bspln3, ty(Ty.T_Kernel(Ty.DiffConst 2))), |
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(N.kn_tent, ty(Ty.T_Kernel(Ty.DiffConst 0))) |
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] |
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(* seed the basis environment *) |
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val env = let |
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fun ins ((name, ty), env) = let |
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val x = Var.newPoly (name, AST.BasisVar, ty) |
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in |
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Env.insertGlobal (env, name, x) |
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end |
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in |
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List.foldl ins (Env.new()) basis |
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end |
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end (* local *) |
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end |
end |