DArray: Add sparse matrix support and solvers and preconditioners - #708

Merged

jpsamaroo merged 15 commits into

jps/dsparsematrix

Sep 4, 2026

Commits on Sep 4, 2026

DArray: Add proper sparse matrix support
jpsamaroo
committed
86d8339
DArray/sparse: Add iterative solvers via Krylov.jl

jpsamaroo
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cursoragent
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b292650
DArray/sparse: Add AMG and ILU preconditioner integrations
jpsamaroo
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16b54d8
DArray/sparse: Add sparse direct solvers (KLU/UMFPACK)

jpsamaroo
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cursoragent
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331a41a
docs: Document sparse DArrays
jpsamaroo
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794a426
DArray/sparse: Add GPU sparse tile support (CUDA/ROC/OpenCL/Metal/oneAPI)

jpsamaroo
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cursoragent
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f2725c7
DArray/sparse: Add GPU sparse Krylov solver tests

jpsamaroo
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cursoragent
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35ef351
DArray: Base.fetch(::DArray) just converts DTask to Chunk
jpsamaroo
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6f406a0
DArray: Add fill!
jpsamaroo
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6fe8ed0
compat: Require DataStructures 0.19

jpsamaroo
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cursoragent
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01ed280
GPU: Move device processor types and with_context into Dagger

jpsamaroo
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cursoragent
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9392ac4
CI: Exercise Julia pre-releases in GHA matrices

jpsamaroo
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cursoragent
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4c119f9
GPU: Fix vendor sparse CI failures on CUDA, ROCm, oneAPI, and Metal

jpsamaroo
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cursoragent
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393689e
MPI/GPU: Do not IPC-export host Arrays stamped with a VRAM space

jpsamaroo
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cursoragent
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54f4130
compat: Pin test AMD below 0.5.4 to unbreak LinearSolve precompile

jpsamaroo
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cursoragent
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c3326ac