Pardiso interaction with MKL (also using the internal Pardiso)

[kalmarek]

Just to let you know that this may happen:
I've run into hard crashes (segfaults) when using Pardiso KKT solver in COSMO. Compounding circumstances: using SCS_MKL_jll solver which also happen to call MKL Pardiso, but does this directly in c-library.

• COSMO in version 0.8.9
• SCS in version 2.0.0
• SCS_MKL_jll in version 3.2.4

part of trace:

[2986] signal (11.1): Segmentation fault
in expression starting at /home/runner/work/2306.12358/2306.12358/scripts/Sp2nZ_Level.jl:45
mkl_pds_lp64_blkl_ll_real._omp_fn.0 at /home/runner/.julia/artifacts/d670351e2fcdac07d02cf73bda5f53e9bea796a6/lib/libmkl_gnu_thread.so.2 (unknown line)
GOMP_parallel at /workspace/srcdir/gcc-12.1.0/libgomp/parallel.c:178
mkl_pds_lp64_blkl_ll_real at /home/runner/.julia/artifacts/d670351e2fcdac07d02cf73bda5f53e9bea796a6/lib/libmkl_gnu_thread.so.2 (unknown line)
mkl_pds_lp64_sssfct_pardiso at /home/runner/.julia/artifacts/d670351e2fcdac07d02cf73bda5f53e9bea796a6/lib/libmkl_core.so (unknown line)
mkl_pds_lp64_factorize_pardiso at /home/runner/.julia/artifacts/d670351e2fcdac07d02cf73bda5f53e9bea796a6/lib/libmkl_core.so (unknown line)
mkl_pds_lp64_do_all_pardiso_fc at /home/runner/.julia/artifacts/d670351e2fcdac07d02cf73bda5f53e9bea796a6/lib/libmkl_core.so (unknown line)
mkl_pds_lp64_pardiso_c at /home/runner/.julia/artifacts/d670351e2fcdac07d02cf73bda5f53e9bea796a6/lib/libmkl_core.so (unknown line)
mkl_pds_lp64_pardiso at /home/runner/.julia/artifacts/d670351e2fcdac07d02cf73bda5f53e9bea796a6/lib/libmkl_core.so (unknown line)
pardiso_ at /home/runner/.julia/artifacts/d670351e2fcdac07d02cf73bda5f53e9bea796a6/lib/libmkl_rt.so (unknown line)
ccall_pardiso at /home/runner/.julia/packages/Pardiso/z4YUw/src/mkl_pardiso.jl:67
pardiso at /home/runner/.julia/packages/Pardiso/z4YUw/src/Pardiso.jl:363
pardiso at /home/runner/.julia/packages/Pardiso/z4YUw/src/Pardiso.jl:368 [inlined]
update_rho! at /home/runner/.julia/packages/COSMO/G1pYI/src/linear_solver/kktsolver_pardiso.jl:163
unknown function (ip: 0x7f0313bd72af)
_jl_invoke at /cache/build/builder-amdci4-4/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]
ijl_apply_generic at /cache/build/builder-amdci4-4/julialang/julia-release-1-dot-9/src/gf.c:2940
macro expansion at ./timing.jl:393 [inlined]
update_rho_vec! at /home/runner/.julia/packages/COSMO/G1pYI/src/parameters.jl:86
adapt_rho_vec! at /home/runner/.julia/packages/COSMO/G1pYI/src/parameters.jl:67
apply_rho_adaptation_rules! at /home/runner/.julia/packages/COSMO/G1pYI/src/solver.jl:271
optimize! at /home/runner/.julia/packages/COSMO/G1pYI/src/solver.jl:153
optimize! at /home/runner/.julia/packages/COSMO/G1pYI/src/MOI_wrapper.jl:146 [inlined]
optimize! at /home/runner/.julia/packages/MathOptInterface/aJZbq/src/MathOptInterface.jl:122 [inlined]
optimize! at /home/runner/.julia/packages/MathOptInterface/aJZbq/src/Utilities/cachingoptimizer.jl:321

Full trace available here (inspect the failed task).

[migarstka]

Hi @kalmarek,
So this only happens if SCS_MKL_jll is also installed?

[migarstka]

Do you have a minimum working example?