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Diffstat (limited to 'source/slang/diff.meta.slang')
| -rw-r--r-- | source/slang/diff.meta.slang | 70 |
1 files changed, 70 insertions, 0 deletions
diff --git a/source/slang/diff.meta.slang b/source/slang/diff.meta.slang new file mode 100644 index 000000000..e604140ae --- /dev/null +++ b/source/slang/diff.meta.slang @@ -0,0 +1,70 @@ + +/// Modifer to mark a function for forward-mode differentiation. +/// i.e. the compiler will automatically generate a new function +/// that computes the jacobian-vector product of the original. +syntax __differentiate_jvp : JVPDerivativeModifier; + +// Custom JVP Function reference +__attributeTarget(FuncDecl) +attribute_syntax [__custom_jvp(function)] : CustomJVPAttribute; + +//@ public: + + /// Interface to denote types as differentiable. + /// Allows for user-specified differential types as + /// well as automatic generation, for when the associated type + /// hasn't been declared explicitly. +__magic_type(DifferentiableType) +interface IDifferentiable +{ + associatedtype Differential; +}; + + /// Pair type that serves to wrap the primal and + /// differential types of an arbitrary type T. +__generic<T : IDifferentiable> +__magic_type(DifferentialPairType) +__intrinsic_type($(kIROp_DifferentialPairType)) +struct __DifferentialPair +{ + + __intrinsic_op($(kIROp_MakeDifferentialPair)) + __init(T _primal, T.Differential _differential); + + __intrinsic_op($(kIROp_DifferentialPairGetDifferential)) + T.Differential d(); + + T.Differential getDifferential() + { + return d(); + } + + __intrinsic_op($(kIROp_DifferentialPairGetPrimal)) + T p(); + + T getPrimal() + { + return p(); + } +}; + +// Add extensions for the standard types +extension float : IDifferentiable +{ + typedef float Differential; +} + +extension vector<float, 3> : IDifferentiable +{ + typedef vector<float, 3> Differential; +} + +extension vector<float, 2> : IDifferentiable +{ + typedef vector<float, 2> Differential; +} + +extension vector<float, 4> : IDifferentiable +{ + typedef vector<float, 4> Differential; +} |
