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comparison ext/SbplibSparseArraysExt.jl @ 1725:8317252e4535

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Merge feature/lazy_tensors/sparse_conversions
author Jonatan Werpers <jonatan@werpers.com>
date Thu, 05 Sep 2024 23:16:39 +0200
parents 8787b2f9f5f8
children
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1719:d81d0660b80d 1725:8317252e4535
1 module SbplibSparseArraysExt
2
3 using Sbplib
4 using Sbplib.LazyTensors
5
6 using SparseArrays
7 using Tokens
8
9 """
10 sparse(t::LazyTensor)
11
12 The sparse matrix representation of `t`.
13
14 If `L` is a `LazyTensor` and `v` a tensor, then `A = sparse(L)` is constructed
15 so that `A*reshape(v,:) == reshape(L*v,:)`.
16 """
17 function SparseArrays.sparse(t::LazyTensor)
18 v = ArrayToken(:v, prod(domain_size(t)))
19
20 v̄ = reshape(v,domain_size(t)...)
21 tv = reshape(t*v̄, :)
22 return Tokens._to_matrix(tv, prod(range_size(t)), prod(domain_size(t)))
23 end
24
25 end