Introduce DesignerMatrix, use scalar accumulators inside turbo matrix…

… multiplication loops, clean up InitVarsIV!()

Manifest.toml

@@ -15,35 +15,17 @@ uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
 version = "1.1.1"
 
 [[deps.ArrayInterface]]
-deps = ["ArrayInterfaceCore", "Compat", "IfElse", "LinearAlgebra", "SnoopPrecompile", "Static"]
-git-tree-sha1 = "dedc16cbdd1d32bead4617d27572f582216ccf23"
+deps = ["Adapt", "LinearAlgebra", "Requires", "SnoopPrecompile", "SparseArrays", "SuiteSparse"]
+git-tree-sha1 = "4d9946e51e24f5e509779e3e2c06281a733914c2"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "6.0.25"
+version = "7.1.0"
 
 [[deps.ArrayInterfaceCore]]
 deps = ["LinearAlgebra", "SnoopPrecompile", "SparseArrays", "SuiteSparse"]
 git-tree-sha1 = "e5f08b5689b1aad068e01751889f2f615c7db36d"
 uuid = "30b0a656-2188-435a-8636-2ec0e6a096e2"
 version = "0.1.29"
 
-[[deps.ArrayInterfaceOffsetArrays]]
-deps = ["ArrayInterface", "OffsetArrays", "Static"]
-git-tree-sha1 = "3d1a9a01976971063b3930d1aed1d9c4af0817f8"
-uuid = "015c0d05-e682-4f19-8f0a-679ce4c54826"
-version = "0.1.7"
-
-[[deps.ArrayInterfaceStaticArrays]]
-deps = ["Adapt", "ArrayInterface", "ArrayInterfaceCore", "ArrayInterfaceStaticArraysCore", "LinearAlgebra", "Static", "StaticArrays"]
-git-tree-sha1 = "f12dc65aef03d0a49650b20b2fdaf184928fd886"
-uuid = "b0d46f97-bff5-4637-a19a-dd75974142cd"
-version = "0.1.5"
-
-[[deps.ArrayInterfaceStaticArraysCore]]
-deps = ["Adapt", "ArrayInterfaceCore", "LinearAlgebra", "StaticArraysCore"]
-git-tree-sha1 = "93c8ba53d8d26e124a5a8d4ec914c3a16e6a0970"
-uuid = "dd5226c6-a4d4-4bc7-8575-46859f9c95b9"
-version = "0.1.3"
-
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 
@@ -76,15 +58,15 @@ version = "1.15.7"
 
 [[deps.ChangesOfVariables]]
 deps = ["ChainRulesCore", "LinearAlgebra", "Test"]
-git-tree-sha1 = "844b061c104c408b24537482469400af6075aae4"
+git-tree-sha1 = "485193efd2176b88e6622a39a246f8c5b600e74e"
 uuid = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
-version = "0.1.5"
+version = "0.1.6"
 
 [[deps.CloseOpenIntervals]]
-deps = ["ArrayInterface", "Static"]
-git-tree-sha1 = "d61300b9895f129f4bd684b2aff97cf319b6c493"
+deps = ["Static", "StaticArrayInterface"]
+git-tree-sha1 = "70232f82ffaab9dc52585e0dd043b5e0c6b714f1"
 uuid = "fb6a15b2-703c-40df-9091-08a04967cfa9"
-version = "0.1.11"
+version = "0.1.12"
 
 [[deps.CommonSubexpressions]]
 deps = ["MacroTools", "Test"]
@@ -138,15 +120,15 @@ version = "1.1.0"
 
 [[deps.DiffRules]]
 deps = ["IrrationalConstants", "LogExpFunctions", "NaNMath", "Random", "SpecialFunctions"]
-git-tree-sha1 = "c5b6685d53f933c11404a3ae9822afe30d522494"
+git-tree-sha1 = "a4ad7ef19d2cdc2eff57abbbe68032b1cd0bd8f8"
 uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
-version = "1.12.2"
+version = "1.13.0"
 
 [[deps.Distributions]]
 deps = ["ChainRulesCore", "DensityInterface", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "74911ad88921455c6afcad1eefa12bd7b1724631"
+git-tree-sha1 = "9a782b47da6ee4cb3d041764e0c6830469105984"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.80"
+version = "0.25.83"
 
 [[deps.DocStringExtensions]]
 deps = ["LibGit2"]
@@ -208,9 +190,9 @@ uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
 version = "0.1.8"
 
 [[deps.IrrationalConstants]]
-git-tree-sha1 = "7fd44fd4ff43fc60815f8e764c0f352b83c49151"
+git-tree-sha1 = "637b58b3c037d3877f263418de820920b47ceeb5"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
-version = "0.1.1"
+version = "0.2.0"
 
 [[deps.JLLWrappers]]
 deps = ["Preferences"]
@@ -219,10 +201,10 @@ uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
 version = "1.4.1"
 
 [[deps.LayoutPointers]]
-deps = ["ArrayInterface", "ArrayInterfaceOffsetArrays", "ArrayInterfaceStaticArrays", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static"]
-git-tree-sha1 = "0ad6f0c51ce004dadc24a28a0dfecfb568e52242"
+deps = ["ArrayInterface", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface"]
+git-tree-sha1 = "88b8f66b604da079a627b6fb2860d3704a6729a1"
 uuid = "10f19ff3-798f-405d-979b-55457f8fc047"
-version = "0.1.13"
+version = "0.1.14"
 
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
@@ -252,18 +234,18 @@ uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
 [[deps.LogExpFunctions]]
 deps = ["ChainRulesCore", "ChangesOfVariables", "DocStringExtensions", "InverseFunctions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "680e733c3a0a9cea9e935c8c2184aea6a63fa0b5"
+git-tree-sha1 = "0a1b7c2863e44523180fdb3146534e265a91870b"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.21"
+version = "0.3.23"
 
 [[deps.Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
 
 [[deps.LoopVectorization]]
-deps = ["ArrayInterface", "ArrayInterfaceCore", "ArrayInterfaceOffsetArrays", "ArrayInterfaceStaticArrays", "CPUSummary", "ChainRulesCore", "CloseOpenIntervals", "DocStringExtensions", "ForwardDiff", "HostCPUFeatures", "IfElse", "LayoutPointers", "LinearAlgebra", "OffsetArrays", "PolyesterWeave", "SIMDTypes", "SLEEFPirates", "SnoopPrecompile", "SpecialFunctions", "Static", "ThreadingUtilities", "UnPack", "VectorizationBase"]
-git-tree-sha1 = "9696a80c21a56b937e3fd89e972f8db5db3186e2"
+deps = ["ArrayInterface", "ArrayInterfaceCore", "CPUSummary", "ChainRulesCore", "CloseOpenIntervals", "DocStringExtensions", "ForwardDiff", "HostCPUFeatures", "IfElse", "LayoutPointers", "LinearAlgebra", "OffsetArrays", "PolyesterWeave", "SIMDTypes", "SLEEFPirates", "SnoopPrecompile", "SpecialFunctions", "Static", "StaticArrayInterface", "ThreadingUtilities", "UnPack", "VectorizationBase"]
+git-tree-sha1 = "d407ea0d7c354f5765914d0982c233328523c82f"
 uuid = "bdcacae8-1622-11e9-2a5c-532679323890"
-version = "0.12.150"
+version = "0.12.151"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
@@ -297,9 +279,9 @@ version = "2022.2.1"
 
 [[deps.NaNMath]]
 deps = ["OpenLibm_jll"]
-git-tree-sha1 = "a7c3d1da1189a1c2fe843a3bfa04d18d20eb3211"
+git-tree-sha1 = "0877504529a3e5c3343c6f8b4c0381e57e4387e4"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-version = "1.0.1"
+version = "1.0.2"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
@@ -378,6 +360,12 @@ git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
 uuid = "189a3867-3050-52da-a836-e630ba90ab69"
 version = "1.2.2"
 
+[[deps.Requires]]
+deps = ["UUIDs"]
+git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
+uuid = "ae029012-a4dd-5104-9daa-d747884805df"
+version = "1.3.0"
+
 [[deps.Rmath]]
 deps = ["Random", "Rmath_jll"]
 git-tree-sha1 = "f65dcb5fa46aee0cf9ed6274ccbd597adc49aa7b"
@@ -429,9 +417,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SpecialFunctions]]
 deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "d75bda01f8c31ebb72df80a46c88b25d1c79c56d"
+git-tree-sha1 = "ef28127915f4229c971eb43f3fc075dd3fe91880"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.1.7"
+version = "2.2.0"
 
 [[deps.StableRNGs]]
 deps = ["Random", "Test"]
@@ -441,15 +429,21 @@ version = "1.0.0"
 
 [[deps.Static]]
 deps = ["IfElse"]
-git-tree-sha1 = "c35b107b61e7f34fa3f124026f2a9be97dea9e1c"
+git-tree-sha1 = "d0435ba43ab5ad1cbb5f0d286ca4ba67029ed3ee"
 uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
-version = "0.8.3"
+version = "0.8.4"
+
+[[deps.StaticArrayInterface]]
+deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "Requires", "SnoopPrecompile", "SparseArrays", "Static", "SuiteSparse"]
+git-tree-sha1 = "5589ab073f8a244d2530b36478f53806f9106002"
+uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718"
+version = "1.2.1"
 
 [[deps.StaticArrays]]
 deps = ["LinearAlgebra", "Random", "StaticArraysCore", "Statistics"]
-git-tree-sha1 = "cee507162ecbb677450f20058ca83bd559b6b752"
+git-tree-sha1 = "2d7d9e1ddadc8407ffd460e24218e37ef52dd9a3"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.5.14"
+version = "1.5.16"
 
 [[deps.StaticArraysCore]]
 git-tree-sha1 = "6b7ba252635a5eff6a0b0664a41ee140a1c9e72a"
@@ -474,9 +468,9 @@ version = "0.33.21"
 
 [[deps.StatsFuns]]
 deps = ["ChainRulesCore", "HypergeometricFunctions", "InverseFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "ab6083f09b3e617e34a956b43e9d51b824206932"
+git-tree-sha1 = "53cd758b96903d556e96f11b8cd2169c7e9f08af"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
@@ -515,10 +509,10 @@ version = "1.0.2"
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
 
 [[deps.VectorizationBase]]
-deps = ["ArrayInterface", "CPUSummary", "HostCPUFeatures", "IfElse", "LayoutPointers", "Libdl", "LinearAlgebra", "SIMDTypes", "Static"]
-git-tree-sha1 = "4c59c2df8d2676c4691a39fa70495a6db0c5d290"
+deps = ["ArrayInterface", "CPUSummary", "HostCPUFeatures", "IfElse", "LayoutPointers", "Libdl", "LinearAlgebra", "SIMDTypes", "Static", "StaticArrayInterface"]
+git-tree-sha1 = "952ba509a61d1ebb26381ac459c5c6e838ed43c4"
 uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f"
-version = "0.21.58"
+version = "0.21.60"
 
 [[deps.Zlib_jll]]
 deps = ["Libdl"]