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Support generic arrays#706

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amontoison wants to merge 145 commits intoJuliaSmoothOptimizers:mainJuliaSmoothOptimizers/Krylov.jl:mainfrom amontoison:support_generic_arraysamontoison/Krylov.jl:support_generic_arraysCopy head branch name to clipboard

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Commits on Sep 7, 2022

• [KrylovSolvers] inner constructors -> outer constructors

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• Add a reference to BiCG paper

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• [documentation] Add a section about preconditioners

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• [documentation] Add more details about preconditioners

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• Final version of preconditioners.md

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• A^T -> A^H

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• [code] Use Aᴴ instead of Aᵀ

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Commits on Sep 9, 2022

• Test Krylov macros

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• Use buildkite to test the GPU support

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• [documentation] update gpu.md

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• [GPU] Remove random tests

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• Add more examples with the preconditioners

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• Update docs/src/preconditioners.md

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• [documentation] update callbacks.md

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• Add vector_to_matrix function

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• An implementation of FGMRES

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• Add a test with a variable preconditioner

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• Update multiple docstrings and comments

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• Reduce the storage required by DIOM and DQGMRES

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Commits on Sep 27, 2022

• Remove allocations in roots_quadratic

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• Test allocations of roots_quadratic for Julia >= 1.8

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• Improve roots_quadratic

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• Move callback_utils.jl file

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• Update tips.md

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• Add six Krylov processes

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• Add FGMRES in processes.md

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• Add GPU support for to_boundary function

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• Add the workflow Invalidations.yml

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• Use Aqua.jl in the tests

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• Add the support of CuSparseMatrixCOO in gpu.md

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• add imput and output arguments in all docstrings

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• Update the dimension of A

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• Add m and n in all Krylov solvers

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• [KrylovSolvers] Improve GPU support

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• Update gpu.jl

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• [GPU] Update the error message

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• Fix Aqua workflow

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• Fix again the Aqua workflow

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• Better display of Krylov solvers

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• Improve allocation tests

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• Update tolerances for LSMR and SYMMLQ in allocation tests

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Commits on Oct 12, 2022

• Add optional argument(s) in the docstrings

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• [LNLQ] Use utolx and utoly instead of etolx and etoly

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Commits on Oct 16, 2022

• [documentation] Replace symmetric by Hermitian

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• Support a view of a matrix as a right-hand side b

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• Update test/test_utils.jl

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• Improve Krylov processes

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• Change the category of USYMLQ and USYMQR

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• Fix a typo in processes.md

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• Add a comment about the non-Hermitian Lanczos process

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• [documentation] Add a section storage requirements

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• Use the same tolerance for all allocation tests

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Commits on Nov 10, 2022

• Update the show function for Krylov solvers

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• Add a keyword argument iostream for all Krylov methods

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• [documentation] Remove the subsection restarted methods

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• [documentation] Add notes about relations between processes

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• Add a table to summarize the most relevant processes for each linear problem

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• Add the list of keyword arguments for all Krylov methods

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• Regroup diagonal scaling factors of TriCG, TriMR and GPMR

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• Replace ctol by Artol in MINRES-QLP

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• Update CI for aarch64 Mac -- Apple M1

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• Add an example with BasicLU.jl in preconditioners.md

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• Use Cirrus to test Krylov.jl with Apple M1

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• Switch Metal.jl CI to the juliaecosystem pipeline.

  

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• Use JET to fix bugs and type instabilities

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• Add new tests for GPUs

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• Use sparse_laplacian instead of symmetric_indefinite for GPU tests

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• Allow more generic storage type S

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• Small modification for FillArrays package

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• Check that the KrylovSolvers are compatible with the dimension of the linear problems

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• Add tests for compatibility between KrylovSolvers and the dimension of the linear problems

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• Use the broadcast for generic kaxpy! and kaxpby!

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• Update the KrylovSolvers to support more types

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• Add a function kaxes and improve the dispatch for kaxpy! and kaxpby!

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• Updat Krylov methods that require dynamic allocations

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