Krylov.jl Versions Save

A Julia Basket of Hand-Picked Krylov Methods

v0.9.6

1 month ago

Krylov v0.9.6

Diff since v0.9.5

Merged pull requests:

Add comments about using block-GMRES on GPUs (#844) (@amontoison)
[documentation] KrylovOperator -- optimized sparse products on NVIDIA and AMD GPUs (#848) (@amontoison)
Add copyto! for KrylovStats (#849) (@amontoison)
Update CITATION.cff (#852) (@tmigot)
Update ci.yml (#857) (@amontoison)
Support ComponentArrays.jl in Krylov.jl (#859) (@amontoison)

Closed issues:

[documentation] Add an optimized linear operator for sparse matrix-vector product on Nvidia GPUs (#783)
Implement copyto! for KrylovStats (#846)

v0.9.5

5 months ago

Krylov v0.9.5

Diff since v0.9.4

Merged pull requests:

[documentation] AMDGPU.jl supports rocSPARSE (#781) (@amontoison)
[MINARES] Fix warm-start (#794) (@amontoison)
Fix a typo in test/gpu/amd.jl (#796) (@amontoison)
[documentation] Update the section about AMD GPUs (#798) (@amontoison)
Improve the function hermitian_lanczos (#799) (@amontoison)
Block-Krylov processes (#800) (@amontoison)
Add an option reorthogonalization for two processes (#803) (@amontoison)
Update the pseudocode of the Krylov processes (#805) (@amontoison)
[documentation] Explain the transpose-free variant of the non-Hermitian Lanczos process (#807) (@amontoison)
Update paper.md (#809) (@danielskatz)
Fix the issue with the adjoint in JOSS (#810) (@amontoison)
[documentation] Update Documenter.jl (#811) (@amontoison)
Update Krylov processes to return more arguments (#813) (@amontoison)
[JOSS] Update CITATION.cff and DOI badge (#815) (@amontoison)
[JOSS] Add a BibTeX entry (#817) (@amontoison)
Update CITATION.cff (#818) (@amontoison)
Add a DOI link for CAR and MINARES (#820) (@amontoison)
Test view of AMD GPUs (#823) (@amontoison)
Update pipeline.yml (#829) (@amontoison)
[documentation] Add a reference for CRAIG (#834) (@amontoison)
Add compat entries for Test and Random (#835) (@amontoison)
Add an implementation of BLOCK-GMRES (#840) (@amontoison)
Release 0.9.5 (#841) (@amontoison)

Closed issues:

[documentation] Update GPU support (#627)
Solve matrix-matrix problem (#759)
Add an option reorthogonalization for the processes (#801)
Question for GPU computation: lots of time on vector products (#822)
Automatically promote atol and rtol to eltype(b) (#828)
Move Block-GMRES in Krylov.jl (#831)
Add a reference for CRAIG (#833)

v0.9.4

9 months ago

Krylov v0.9.4

Diff since v0.9.3

Closed issues:

GPU Example is broken (#754)
GMRES Convergence Without Meeting atol/rtol (#774)
Add an example and a test for the CuSparseMatrixCOO format (#775)

Merged pull requests:

[documentation] Update tips.md (#777) (@amontoison)
[documentation] Improve preconditioners.md (#778) (@amontoison)
[documentation] Add an example with CuSparseMatrixCOO (#779) (@amontoison)
Update paper.md (#785) (@amontoison)
An implementation of CAR (#786) (@amontoison)
An implementation of MINARES (#787) (@amontoison)
Remove .zenodo.json (#788) (@amontoison)
Add an example for MINARES (#789) (@amontoison)
Release 0.9.4 (#790) (@amontoison)
CITATION.bib -> CITATION.cff (#791) (@amontoison)

v0.9.3

9 months ago

Krylov v0.9.3

Diff since v0.9.2

Closed issues:

GPU scalar indexing when using LsmrSolver (ERROR: LoadError: Scalar indexing is disallowed.) (#764)

Merged pull requests:

[JOSS] Review comments of LeilaGhaffari (#765) (@amontoison)
StaticArrays support (#768) (@amontoison)
Release 0.9.3 (#772) (@amontoison)

v0.9.2

10 months ago

Krylov v0.9.2

Diff since v0.9.1

Closed issues:

ktypeof(::AbstractVector) is breaking between 0.9.0 and 0.9.1 (#749)
Optimize the function solve! (#751)

Merged pull requests:

Improve the reliability of solver.stats.timer (#748) (@amontoison)
Optimize the generic function solve! (#752) (@amontoison)
[CI] Remove the build with Linux ARM (#753) (@amontoison)
Use metaprogramming to reduce the code (#755) (@amontoison)
Fix tests with Apple GPUs (#756) (@amontoison)
Update .builkite/pipeline.yml (#757) (@amontoison)
Release 0.9.2 (#758) (@amontoison)

v0.9.1

1 year ago

Krylov v0.9.1

Diff since v0.9.0

Closed issues:

Add tests for verbose mode (#474)
Add stopping criterion on time limit (#661)
[documentation] Add keyword arguments in the docstrings (#663)
[CI] Update Cirrus script (#694)
[documentation] Update the comment about oneMKL for oneAPI.jl (#709)
[documentation] Update examples with Nvidia preconditioners (#710)
PCG produces different output on GPU (#724)
[JOSS] Add a sentence about Apple Accelerate for LBT (#725)
Unnecessary eltype restriciton on A (#736)

Merged pull requests:

Add tests for verbose mode (#475) (@amontoison)
final pass over paper (#690) (@amontoison)
Update CI for aarch64 Mac -- Apple M1 (#691) (@amontoison)
Add an example with BasicLU.jl in preconditioners.md (#692) (@amontoison)
Fix #694 (#695) (@amontoison)
Switch Metal.jl CI to the juliaecosystem pipeline. (#696) (@maleadt)
Use JET to fix bugs and type instabilities (#697) (@amontoison)
Add new tests for GPUs (#699) (@amontoison)
Add more details about the number of Krylov methods (#703) (@amontoison)
Allow more generic storage type S (#705) (@amontoison)
Check that the KrylovSolvers are compatible with the dimension of the linear problems (#707) (@amontoison)
[buildkite] Remove the build with AMDGPU.jl] (#708) (@amontoison)
[documentation] Update the page related to the GPU support (#711) (@amontoison)
Update LICENSE.md (#712) (@amontoison)
Improve the JOSS paper with the comments of prj- (#713) (@amontoison)
[documentation] Update the GPU section (#714) (@amontoison)
Update the reference of the GPMR paper (#715) (@amontoison)
Fix the documentation for CUDA.jl 4.1 (#718) (@amontoison)
Add a threshold for codecov (#719) (@amontoison)
Adress the remaining comments of prj- (#720) (@amontoison)
Fix some typos (#721) (@goggle)
[documentation] Use CUDA.zeros instead of similar (#722) (@amontoison)
Update examples of the JOSS paper (#723) (@amontoison)
Add Apple Accelerate for BLAS backends available with LBT (#726) (@amontoison)
Add a reference for CR (#728) (@amontoison)
Add the keyword argument timemax in all Krylov methods (#730) (@amontoison)
Test Krylov.jl with CUDA 12.1.1 (#731) (@amontoison)
Improve test_mp.jl (#733) (@amontoison)
Use metaprogramming to define the kwargs of all Krylov methods (#735) (@amontoison)
Update Breakage.yml for LinearSolve.jl (#737) (@amontoison)
Update the kwargs of the in-place methods (#738) (@amontoison)
Display a warning when the operator and the right-hand side don't have the same type (#739) (@amontoison)
Update codecov.yml (#740) (@amontoison)
Combine the allocation of the KrylovSolver with the warm-start (#742) (@amontoison)
Update timemax when a KrylovSolver is allocated (#743) (@amontoison)
Update the verbose mode to display a timer (#744) (@amontoison)
Add a field timer in all KrylovStats (#745) (@amontoison)
Release 0.9.1 (#747) (@amontoison)

v0.9.0

1 year ago

Krylov v0.9.0

Diff since v0.8.4

Closed issues:

Document callbacks (#587)
Add GPU support for MINRES-QLP (#632)
Suggestion: Overhauled minres implementation? (#652)
[documentation] Change the category of USYMLQ and USYMQR (#665)
Add ktypeof support for view arrays (#667)

Merged pull requests:

Add six Krylov processes (#618) (@amontoison)
[documentation] update callbacks.md (#629) (@amontoison)
An implementation of FGMRES (#636) (@amontoison)
Add vector_to_matrix function (#637) (@amontoison)
Update multiple docstrings and comments (#638) (@amontoison)
Reduce the storage required by DIOM and DQGMRES (#639) (@amontoison)
Remove allocations in roots_quadratic (#640) (@amontoison)
Add a comment about complex matrices in gpu.md (#641) (@amontoison)
Add FGMRES in processes.md (#642) (@amontoison)
Add discussion in readme (#643) (@tmigot)
Add GPU support for to_boundary function (#644) (@amontoison)
add imput and output arguments in all docstrings (#647) (@amontoison)
Add the workflow Invalidations.yml (#649) (@amontoison)
Use Aqua.jl in the tests (#650) (@amontoison)
Add the support of CuSparseMatrixCOO in gpu.md (#651) (@amontoison)
Add m and n in all Krylov solvers (#653) (@amontoison)
Better display of Krylov solvers (#654) (@amontoison)
[KrylovSolvers] Improve GPU support (#655) (@amontoison)
Add optional argument(s) in the docstrings (#656) (@amontoison)
Create a Aqua workflow (#657) (@amontoison)
Fix Aqua workflow (#658) (@amontoison)
Fix again the Aqua workflow (#659) (@amontoison)
Improve allocation tests (#660) (@amontoison)
[LNLQ] Use utolx and utoly instead of etolx and etoly (#662) (@amontoison)
[documentation] Replace symmetric by Hermitian (#664) (@amontoison)
[documentation] Add a section storage requirements (#666) (@amontoison)
Change the category of USYMLQ and USYMQR (#668) (@amontoison)
Support a view of a matrix as a right-hand side b (#669) (@amontoison)
Improve Krylov processes (#671) (@amontoison)
Update test/test_utils.jl (#672) (@amontoison)
Fix a typo in processes.md (#674) (@amontoison)
Comment processes (#675) (@amontoison)
Use the same tolerance for all allocation tests (#676) (@amontoison)
Add a keyword argument iostream for all Krylov methods (#677) (@amontoison)
Update the show function for Krylov solvers (#678) (@amontoison)
pass over paper (#681) (@dpo)
Add documentation for all keyword arguments (#682) (@amontoison)
[documentation] Remove the subsection restarted methods (#684) (@amontoison)
Add notes about relations between processes (#685) (@amontoison)
Check all docstrings (#688) (@amontoison)
Release 0.9.0 (#689) (@amontoison)

v0.8.4

1 year ago

Krylov v0.8.4

Diff since v0.8.3

Closed issues:

Add documentation about preconditioners (#222)
Tests failures on macOS ARM M1 (#560)
Failing CR test (#598)
fill out residual in output stats (#612)

Merged pull requests:

comment out failing tests (#561) (@dpo)
Setup JOSS paper (#603) (@amontoison)
use strict=true in docs (#604) (@dpo)
Update ktypeof function to support BlockArrays and FillArrays (#606) (@amontoison)
Use the multiple dispatch for ktypeof function (#607) (@amontoison)
[documentation] Add a section about preconditioners (#609) (@amontoison)
Replace mul! by mulorldiv! for preconditioners (#610) (@amontoison)
[documentation] Refactor examples (#611) (@amontoison)
[documentation] Add a section for each Krylov method (#613) (@amontoison)
Improve rNorm estimate in CR (#614) (@amontoison)
Use a testset for all allocation tests (#615) (@amontoison)
Update .cirrus.yml for FreeBSD 13.0 (#616) (@amontoison)
Remove two tests for USYMQR (#619) (@amontoison)
Update CommentPR.yml (#620) (@JarLob)
add FPS in breakage tests (#621) (@tmigot)
Use Aᴴ instead of Aᵀ (#622) (@amontoison)
Add a reference to BiCG paper (#623) (@amontoison)
[KrylovSolvers] inner constructors -> outer constructors (#624) (@amontoison)
Use buildkite to test the GPU support (#625) (@amontoison)
Test Krylov macros (#626) (@amontoison)
Update workflows (#628) (@amontoison)
[documentation] update gpu.md (#630) (@amontoison)
[GPU] Remove random tests (#631) (@amontoison)
Add more examples with the preconditioners (#633) (@amontoison)
Release 0.8.4 (#634) (@amontoison)