Mercurial > repos > public > sbplib_julia
view src/LazyTensors/tensor_mapping.jl @ 447:27e0e256e5d9 feature/inflated_tensormapping
Merge in feature/lazy_identity
author | Jonatan Werpers <jonatan@werpers.com> |
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date | Mon, 19 Oct 2020 20:59:08 +0200 |
parents | 7fe43d902a27 |
children | cd509e57f898 |
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""" TensorMapping{T,R,D} Describes a mapping of a D dimension tensor to an R dimension tensor. The action of the mapping is implemented through the method apply(t::TensorMapping{T,R,D}, v::AbstractArray{T,D}, I::Vararg) where {R,D,T} The size of the range and domain that the operator works with should be returned by the functions range_size(::TensorMapping) domain_size(::TensorMapping) to allow querying for one or the other. Optionally the action of the transpose may be defined through apply_transpose(t::TensorMapping{T,R,D}, v::AbstractArray{T,D}, I::Vararg) where {R,D,T} """ abstract type TensorMapping{T,R,D} end export TensorMapping """ apply(t::TensorMapping{T,R,D}, v::AbstractArray{T,D}, I::Vararg) where {R,D,T} Return the result of the mapping for a given index. """ function apply end export apply """ apply_transpose(t::TensorMapping{T,R,D}, v::AbstractArray{T,R}, I::Vararg) where {R,D,T} Return the result of the transposed mapping for a given index. """ function apply_transpose end export apply_transpose """ Return the dimension of the range space of a given mapping """ range_dim(::TensorMapping{T,R,D}) where {T,R,D} = R """ Return the dimension of the domain space of a given mapping """ domain_dim(::TensorMapping{T,R,D}) where {T,R,D} = D export range_dim, domain_dim """ range_size(M::TensorMapping) Return the range size for the mapping. """ function range_size end """ domain_size(M::TensorMapping) Return the domain size for the mapping. """ function domain_size end export range_size, domain_size # TODO: Think about boundschecking!