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Added GPU Support #923

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1 change: 0 additions & 1 deletion src/discretize.jl
View file
Original file line number Diff line number Diff line change
@@ -321,7 +321,6 @@ function get_numeric_integral(pinnrep::PINNRepresentation)
return integration_arr
end
end

"""
prob = symbolic_discretize(pde_system::PDESystem, discretization::AbstractPINN)

13 changes: 11 additions & 2 deletions src/eltype_matching.jl
View file
Original file line number Diff line number Diff line change
@@ -1,8 +1,17 @@
struct EltypeAdaptor{T} end

(l::EltypeAdaptor)(x) = fmap(Adapt.adapt(l), x)
function ensure_same_device(x, device)
if (typeof(x) != device) && !(x isa Number)
error("Device mismatch detected. Ensure all data is on the same device.")
end
return x
end


(l::EltypeAdaptor)(x) = fmap(y -> ensure_same_device(y, l), x)

function (l::EltypeAdaptor)(x::AbstractArray{T}) where {T}
return (isbitstype(T) || T <: Number) ? Adapt.adapt(l, x) : map(l, x)
return (isbitstype(T) || T <: Number) ? x : map(y -> ensure_same_device(y, l), x)
end

function Adapt.adapt_storage(::EltypeAdaptor{T}, x::AbstractArray) where {T}