AdaptableFunctions

Provides an API for functions that can be optimized/specialized for specific input types, sizes and the computing devices the input resides on.

struct UnadaptedFunction{F,T} <: Function

An instance FunctionNotAdaptable{F,T}() signifies that functions of type F can't be adapted to inputs of type T.

(f::UnadaptedFunction).fcontains the original function, and(f::UnadaptedFunction)(args...; kwargs...)` calls the original function.

adapt_to_input(f::F, example_input::T) where {F,T}

Generates a function that performs the same operation as f, but this is optimized/specialized for the type and size of example_input and the computing device example_input resides on.

Returns the optimized/specialized version of f, or UnadaptedFunction{F,T}(f) if this is not possible.