Mercurial > repos > public > sbplib_julia
diff ext/SbplibSparseArraysExt.jl @ 1725:8317252e4535
Merge feature/lazy_tensors/sparse_conversions
author | Jonatan Werpers <jonatan@werpers.com> |
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date | Thu, 05 Sep 2024 23:16:39 +0200 |
parents | 8787b2f9f5f8 |
children |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/ext/SbplibSparseArraysExt.jl Thu Sep 05 23:16:39 2024 +0200 @@ -0,0 +1,25 @@ +module SbplibSparseArraysExt + +using Sbplib +using Sbplib.LazyTensors + +using SparseArrays +using Tokens + +""" + sparse(t::LazyTensor) + +The sparse matrix representation of `t`. + +If `L` is a `LazyTensor` and `v` a tensor, then `A = sparse(L)` is constructed +so that `A*reshape(v,:) == reshape(L*v,:)`. +""" +function SparseArrays.sparse(t::LazyTensor) + v = ArrayToken(:v, prod(domain_size(t))) + + v̄ = reshape(v,domain_size(t)...) + tv = reshape(t*v̄, :) + return Tokens._to_matrix(tv, prod(range_size(t)), prod(domain_size(t))) +end + +end