v5.8.0

CUDA v5.8.0

Diff since v5.7.3

Merged pull requests:

• SparseMatricesCSR Dispatch (#2720) (@Abdelrahman912)
• Very rough implementation of bcast for CuSparseVector (#2733) (@kshyatt)
• Possible fix for #2745, change args in call to cusparseCreateBsr (#2747) (@manuelbb-upb)
• Simple tests for check and explain_eltype (#2748) (@kshyatt)
• Test for printing OutOfGPUMemoryError (#2749) (@kshyatt)
• Fix log_message pileup (#2750) (@fps)
• Test for parse_limit (#2751) (@kshyatt)
• unsafe_wrap for symbols (#2753) (@vchuravy)
• Use thread adoption to handle log messages. (#2754) (@maleadt)
• Add pre-commit configuration (#2755) (@vchuravy)
• Broaden check for eltypes to make sure we don't allow invalid stuff (#2756) (@kshyatt)
• Prefer aligned_sizeof (#2757) (@vchuravy)
• More array tests (#2758) (@kshyatt)
• A few more tests for CUSOLVER Q mats (#2759) (@kshyatt)
• More tests for CuArrayPtr (#2760) (@kshyatt)
• [CUSOLVER] Update gesvdp! (#2763) (@amontoison)
• Get rid of unneeded version checks (#2765) (@kshyatt)
• Remove second import of aligned_sizeof (#2767) (@vchuravy)
• CUSPARSE SpGEMM: Support algorithms 2 and 3 (#2769) (@maleadt)
• Update to CUDA 12.9. (#2772) (@maleadt)
• Fix SPGEMM_ALGOS setup (#2773) (@jonas-schulze)
• Support new functionality from KA 0.9.32 (#2774) (@michel2323)
• cuTENSOR: Preserve storage type when multiplying (#2775) (@christiangnrd)
• Update subpackages. (#2776) (@maleadt)
• Remove the unnecessary reshape during mapreduce. (#2778) (@maleadt)

Closed issues:

• Type conversions in broadcast fails when compiling with always_inline=true (#2722)
• cuDNN loses memory to log messages in Pluto.jl context (#2743)
• Xgesvdp! failure when only requesting singular values (#2761)
• CUDA 5.7.3 fails to precompile on Julia 1.12.0-beta2 (#2762)
• aligned_sizeof with an existing identifier (#2766)
• CUSPARSE_SPGEMM_ALG2 not working (#2768)
• sum! throws dispatch error beyond a threshold number of rows (#2777)