Some updates but some updates still need to be made

Author: ParamThakkar123

benchmarks/PINNOptimizers/Manifest.toml

@@ -259,15 +259,15 @@ version = "1.18.2+1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "bcffdcaed50d3453673b852f3522404a94b50fad"
+git-tree-sha1 = "4312d7869590fab4a4f789e97bd82f0a04eaaa05"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.72.1"
+version = "1.72.2"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "3e4b134270b372f2ed4d4d0e936aabaefc1802bc"
+git-tree-sha1 = "1713c74e00545bfe14605d2a2be1712de8fbcb58"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.25.0"
+version = "1.25.1"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
@@ -293,25 +293,31 @@ version = "3.27.1"
 
 [[deps.ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
+git-tree-sha1 = "c7acce7a7e1078a20a285211dd73cd3941a871d6"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.11.5"
+version = "0.12.0"
+
+    [deps.ColorTypes.extensions]
+    StyledStringsExt = "StyledStrings"
+
+    [deps.ColorTypes.weakdeps]
+    StyledStrings = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
 
 [[deps.ColorVectorSpace]]
 deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
-git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
+git-tree-sha1 = "8b3b6f87ce8f65a2b4f857528fd8d70086cd72b1"
 uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
-version = "0.10.0"
+version = "0.11.0"
 weakdeps = ["SpecialFunctions"]
 
     [deps.ColorVectorSpace.extensions]
     SpecialFunctionsExt = "SpecialFunctions"
 
 [[deps.Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
-git-tree-sha1 = "362a287c3aa50601b0bc359053d5c2468f0e7ce0"
+git-tree-sha1 = "64e15186f0aa277e174aa81798f7eb8598e0157e"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.12.11"
+version = "0.13.0"
 
 [[deps.Combinatorics]]
 git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860"
@@ -357,14 +363,15 @@ version = "1.1.1+0"
 
 [[deps.ComponentArrays]]
 deps = ["Adapt", "ArrayInterface", "ChainRulesCore", "ConstructionBase", "ForwardDiff", "Functors", "LinearAlgebra", "StaticArrayInterface", "StaticArraysCore"]
-git-tree-sha1 = "9921db9efec9f395210f02b56b87b93dbb6cfd2b"
+git-tree-sha1 = "ce2ed8cdb2f7878d2ff3c36960d52b312338400e"
 uuid = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66"
-version = "0.15.20"
+version = "0.15.21"
 
     [deps.ComponentArrays.extensions]
     ComponentArraysGPUArraysExt = "GPUArrays"
     ComponentArraysKernelAbstractionsExt = "KernelAbstractions"
     ComponentArraysOptimisersExt = "Optimisers"
+    ComponentArraysReactantExt = "Reactant"
     ComponentArraysRecursiveArrayToolsExt = "RecursiveArrayTools"
     ComponentArraysReverseDiffExt = "ReverseDiff"
     ComponentArraysSciMLBaseExt = "SciMLBase"
@@ -375,6 +382,7 @@ version = "0.15.20"
     GPUArrays = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
     KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
     Optimisers = "3bd65402-5787-11e9-1adc-39752487f4e2"
+    Reactant = "3c362404-f566-11ee-1572-e11a4b42c853"
     RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd"
     ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     SciMLBase = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
@@ -615,9 +623,9 @@ version = "0.6.26"
 
 [[deps.DispatchDoctor]]
 deps = ["MacroTools", "Preferences"]
-git-tree-sha1 = "453df2ce2aef7de59c69a56d31dcd2ec3384dd77"
+git-tree-sha1 = "f311fe66bfe4e38b2f1c8d1081f06920092b57aa"
 uuid = "8d63f2c5-f18a-4cf2-ba9d-b3f60fc568c8"
-version = "0.4.17"
+version = "0.4.19"
 weakdeps = ["ChainRulesCore", "EnzymeCore"]
 
     [deps.DispatchDoctor.extensions]
@@ -1443,9 +1451,9 @@ version = "1.7.0+0"
 
 [[deps.Libgpg_error_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a7f43994b47130e4f491c3b2dbe78fe9e2aed2b3"
+git-tree-sha1 = "df37206100d39f79b3376afb6b9cee4970041c61"
 uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
-version = "1.51.0+2"
+version = "1.51.1+0"
 
 [[deps.Libiconv_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1790,9 +1798,9 @@ version = "0.4.17"
 
 [[deps.MLUtils]]
 deps = ["ChainRulesCore", "Compat", "DataAPI", "DelimitedFiles", "FLoops", "NNlib", "Random", "ShowCases", "SimpleTraits", "Statistics", "StatsBase", "Tables", "Transducers"]
-git-tree-sha1 = "b45738c2e3d0d402dffa32b2c1654759a2ac35a4"
+git-tree-sha1 = "7940c0af802586b97009f254aa6065000a16fa1d"
 uuid = "f1d291b0-491e-4a28-83b9-f70985020b54"
-version = "0.4.4"
+version = "0.4.5"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
@@ -1871,16 +1879,24 @@ uuid = "4886b29c-78c9-11e9-0a6e-41e1f4161f7b"
 version = "0.2.0"
 
 [[deps.MonteCarloMeasurements]]
-deps = ["Distributed", "Distributions", "ForwardDiff", "GenericSchur", "LinearAlgebra", "MacroTools", "Random", "RecipesBase", "Requires", "SLEEFPirates", "StaticArrays", "Statistics", "StatsBase", "Test"]
-git-tree-sha1 = "c3db2920a063b0d5cd07110ad3902b93b03d464a"
+deps = ["Distributions", "GenericSchur", "LinearAlgebra", "MacroTools", "Random", "SLEEFPirates", "StaticArrays", "Statistics", "StatsBase"]
+git-tree-sha1 = "ccd04096ea75caef68aa1ac72588e08f1f90f863"
 uuid = "0987c9cc-fe09-11e8-30f0-b96dd679fdca"
-version = "1.3.1"
+version = "1.4.0"
 
     [deps.MonteCarloMeasurements.extensions]
+    ForwardDiffExt = "ForwardDiff"
     MakieExt = "Makie"
+    MeasurementsExt = "Measurements"
+    RecipesBaseExt = "RecipesBase"
+    UnitfulExt = "Unitful"
 
     [deps.MonteCarloMeasurements.weakdeps]
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
     Makie = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
+    Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7"
+    RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
@@ -2168,10 +2184,10 @@ weakdeps = ["EnzymeCore"]
     OrdinaryDiffEqCoreEnzymeCoreExt = "EnzymeCore"
 
 [[deps.OrdinaryDiffEqDefault]]
-deps = ["DiffEqBase", "EnumX", "LinearAlgebra", "LinearSolve", "OrdinaryDiffEqBDF", "OrdinaryDiffEqCore", "OrdinaryDiffEqRosenbrock", "OrdinaryDiffEqTsit5", "OrdinaryDiffEqVerner", "PrecompileTools", "Preferences", "Reexport"]
-git-tree-sha1 = "c8223e487d58bef28a3535b33ddf8ffdb44f46fb"
+deps = ["ADTypes", "DiffEqBase", "EnumX", "LinearAlgebra", "LinearSolve", "OrdinaryDiffEqBDF", "OrdinaryDiffEqCore", "OrdinaryDiffEqRosenbrock", "OrdinaryDiffEqTsit5", "OrdinaryDiffEqVerner", "PrecompileTools", "Preferences", "Reexport"]
+git-tree-sha1 = "2ee6ef0bbed24976e4acfccf609801f8a5bf8223"
 uuid = "50262376-6c5a-4cf5-baba-aaf4f84d72d7"
-version = "1.1.0"
+version = "1.2.0"
 
 [[deps.OrdinaryDiffEqDifferentiation]]
 deps = ["ADTypes", "ArrayInterface", "DiffEqBase", "FastBroadcast", "FiniteDiff", "ForwardDiff", "FunctionWrappersWrappers", "LinearAlgebra", "LinearSolve", "OrdinaryDiffEqCore", "SciMLBase", "SparseArrays", "SparseDiffTools", "StaticArrayInterface", "StaticArrays"]
@@ -2993,9 +3009,9 @@ version = "7.2.1+1"
 
 [[deps.SymbolicIndexingInterface]]
 deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"]
-git-tree-sha1 = "8db233b54917e474165d582bef2244fa040e0a56"
+git-tree-sha1 = "fd2d4f0499f6bb4a0d9f5030f5c7d61eed385e03"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.3.36"
+version = "0.3.37"
 
 [[deps.SymbolicLimits]]
 deps = ["SymbolicUtils"]
@@ -3151,9 +3167,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "01915bfcd62be15329c9a07235447a89d588327c"
+git-tree-sha1 = "c0667a8e676c53d390a09dc6870b3d8d6650e2bf"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.21.1"
+version = "1.22.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -3457,9 +3473,9 @@ version = "1.5.7+0"
 
 [[deps.Zygote]]
 deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArrays", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "Requires", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "60269397d29dabf2ad08ec658e7f0d680c15f13c"
+git-tree-sha1 = "0b3c944f5d2d8b466c5d20a84c229c17c528f49e"
 uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
-version = "0.6.74"
+version = "0.6.75"
 
     [deps.Zygote.extensions]
     ZygoteColorsExt = "Colors"
@@ -3497,9 +3513,9 @@ version = "3.1.1+1"
 
 [[deps.libaom_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "1827acba325fdcdf1d2647fc8d5301dd9ba43a9d"
+git-tree-sha1 = "522c1df09d05a71785765d19c9524661234738e9"
 uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
-version = "3.9.0+0"
+version = "3.11.0+0"
 
 [[deps.libass_jll]]
 deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]

benchmarks/PINNOptimizers/Project.toml

@@ -13,8 +13,8 @@ SciMLBenchmarks = "31c91b34-3c75-11e9-0341-95557aab0344"
 Lux = "0.4, 0.5, 1"
 ModelingToolkit = "9"
 NeuralPDE = "5"
-Optimization = "4"
+Optimization = "3, 4"
 OptimizationFlux = "0.1, 0.2"
 OptimizationOptimJL = "0.1, 0.2, 0.3, 0.4"
 Plots = "1"
-SciMLBenchmarks = "0.1"
+SciMLBenchmarks = "0.1"