More sparse operations support#50

Merged

amontoison merged 28 commits intomasterfrom

Jan 3, 2025

Commits on Jan 3, 2025

README: link to most recent Intel MKL docs
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add top-level comments to clarify code structure

Alexey Stukalov
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tests: ntries constant
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tests: rework random matrices generation
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tests: fix matdescra
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tests: increase atol to reduce spurious failures
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check_map_op_sizes(): allow C=nothing
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check_map_op_sizes(): allow disabling specific checks

Alexey Stukalov
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matrix_descr(): edit specific fields

Alexey Stukalov
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use LazyString for exceptions

Alexey Stukalov
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rename typealias MKLSparseMat to SparseMat

Alexey Stukalov
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tweak typealiases to improve precompilation times
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fix \ support in v1.9-v1.11
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add check_nzpattern() method
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convert(CSC/CSR, MKLSparseMtx): fix for empty mtx
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COO, CSR: overloads necessary for unit tests
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copy!(CSC/CSR, MKLSparseMatrix)
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CSR/COO: improve dense conversion
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convert(CSR, a::CSC)
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add fastcopytri!() method
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dual_opcode(op)
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mul!(dense, sparse, sparse) support (sp2md!())
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mul!(sparse, sparse, sparse) support (sp2m())
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dense := A * A^T support (syrkd!())
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sparse := A * A^T support (syrk())
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dense := A * B * A^T support (syprd!())
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spmm() & spmmd!() (untested)
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fixup ws

Alexey Stukalov
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