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pkofod/working.jl

Created September 20, 2017 12:24
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working.jl
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working.jl
pkm@pkm:~/.julia$ mkdir fakepkg
pkm@pkm:~/.julia$ julia
_
_ _ _(_)_ | A fresh approach to technical computing
(_) | (_) (_) | Documentation: https://docs.julialang.org
_ _ _| |_ __ _ | Type "?help" for help.
| | | | | | |/ _` | |
| | |_| | | | (_| | | Version 0.6.0 (2017-06-19 13:05 UTC)
_/ |\__'_|_|_|\__'_| | Official http://julialang.org/ release
|__/ | x86_64-pc-linux-gnu
julia> ENV["JULIA_PKGDIR"] = "/home/pkm/.julia/fakepkg/"
"/home/pkm/.julia/fakepkg/"
julia> Pkg.init()
INFO: Initializing package repository /home/pkm/.julia/fakepkg/v0.6
INFO: Cloning METADATA from https://github.com/JuliaLang/METADATA.jl
julia> Pkg.add("NLSolversBase")
INFO: Cloning cache of NLSolversBase from https://github.com/JuliaNLSolvers/NLSolversBase.jl.git
INFO: Installing NLSolversBase v3.0.0
INFO: Package database updated
julia> Pkg.add("Optim")
INFO: Cloning cache of Calculus from https://github.com/johnmyleswhite/Calculus.jl.git
INFO: Cloning cache of CommonSubexpressions from https://github.com/rdeits/CommonSubexpressions.jl.git
INFO: Cloning cache of Compat from https://github.com/JuliaLang/Compat.jl.git
INFO: Cloning cache of DataStructures from https://github.com/JuliaCollections/DataStructures.jl.git
INFO: Cloning cache of DiffBase from https://github.com/JuliaDiff/DiffBase.jl.git
INFO: Cloning cache of ForwardDiff from https://github.com/JuliaDiff/ForwardDiff.jl.git
INFO: Cloning cache of LineSearches from https://github.com/JuliaNLSolvers/LineSearches.jl.git
INFO: Cloning cache of NaNMath from https://github.com/mlubin/NaNMath.jl.git
INFO: Cloning cache of Optim from https://github.com/JuliaNLSolvers/Optim.jl.git
INFO: Cloning cache of Parameters from https://github.com/mauro3/Parameters.jl.git
INFO: Cloning cache of PositiveFactorizations from https://github.com/timholy/PositiveFactorizations.jl.git
INFO: Cloning cache of RealInterface from https://github.com/jrevels/RealInterface.jl.git
INFO: Cloning cache of SpecialFunctions from https://github.com/JuliaMath/SpecialFunctions.jl.git
INFO: Cloning cache of StaticArrays from https://github.com/JuliaArrays/StaticArrays.jl.git
INFO: Installing Calculus v0.2.2
INFO: Installing CommonSubexpressions v0.0.1
INFO: Installing Compat v0.31.0
INFO: Installing DataStructures v0.7.1
INFO: Installing DiffBase v0.2.0
INFO: Installing ForwardDiff v0.5.0
INFO: Installing LineSearches v2.2.1
INFO: Downgrading NLSolversBase: v3.0.0 => v2.1.3
INFO: Installing NaNMath v0.2.6
INFO: Installing Optim v0.9.3
INFO: Installing Parameters v0.7.3
INFO: Installing PositiveFactorizations v0.0.4
INFO: Installing RealInterface v0.0.3
INFO: Installing SpecialFunctions v0.3.1
INFO: Installing StaticArrays v0.6.2
INFO: Package database updated
julia> Pkg.add("LsqFit")
INFO: Cloning cache of BinDeps from https://github.com/JuliaLang/BinDeps.jl.git
INFO: Cloning cache of Distributions from https://github.com/JuliaStats/Distributions.jl.git
INFO: Cloning cache of LsqFit from https://github.com/JuliaNLSolvers/LsqFit.jl.git
INFO: Cloning cache of OptimBase from https://github.com/JuliaNLSolvers/OptimBase.jl.git
INFO: Cloning cache of PDMats from https://github.com/JuliaStats/PDMats.jl.git
INFO: Cloning cache of QuadGK from https://github.com/JuliaMath/QuadGK.jl.git
INFO: Cloning cache of Reexport from https://github.com/simonster/Reexport.jl.git
INFO: Cloning cache of Rmath from https://github.com/JuliaStats/Rmath.jl.git
INFO: Cloning cache of SHA from https://github.com/staticfloat/SHA.jl.git
INFO: Cloning cache of StatsBase from https://github.com/JuliaStats/StatsBase.jl.git
INFO: Cloning cache of StatsFuns from https://github.com/JuliaStats/StatsFuns.jl.git
INFO: Cloning cache of URIParser from https://github.com/JuliaWeb/URIParser.jl.git
INFO: Installing BinDeps v0.6.0
INFO: Installing Distributions v0.14.2
INFO: Installing LsqFit v0.3.0
INFO: Installing OptimBase v0.1.0
INFO: Installing PDMats v0.7.0
INFO: Installing QuadGK v0.1.3
INFO: Installing Reexport v0.0.3
INFO: Installing Rmath v0.3.0
INFO: Installing SHA v0.5.1
INFO: Installing StatsBase v0.18.0
INFO: Installing StatsFuns v0.5.0
INFO: Installing URIParser v0.2.0
INFO: Building Rmath
INFO: Attempting to Create directory /home/pkm/.julia/fakepkg/v0.6/Rmath/deps/downloads
INFO: Downloading file https://github.com/JuliaLang/Rmath-julia/archive/v0.2.0.tar.gz
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 129 0 129 0 0 119 0 --:--:-- 0:00:01 --:--:-- 119
100 155k 100 155k 0 0 58529 0 0:00:02 0:00:02 --:--:-- 108k
INFO: Done downloading file https://github.com/JuliaLang/Rmath-julia/archive/v0.2.0.tar.gz
INFO: Attempting to Create directory /home/pkm/.julia/fakepkg/v0.6/Rmath/deps/src
INFO: Attempting to Create directory /home/pkm/.julia/fakepkg/v0.6/Rmath/deps
INFO: Directory /home/pkm/.julia/fakepkg/v0.6/Rmath/deps already created
INFO: Attempting to Create directory /home/pkm/.julia/fakepkg/v0.6/Rmath/deps/usr/lib
INFO: Changing Directory to /home/pkm/.julia/fakepkg/v0.6/Rmath/deps/src/Rmath-julia-0.2.0
INFO: Changing Directory to /home/pkm/.julia/fakepkg/v0.6/Rmath/deps/src/Rmath-julia-0.2.0
INFO: Package database updated
julia> Pkg.add("NLsolve")
INFO: Cloning cache of Distances from https://github.com/JuliaStats/Distances.jl.git
INFO: Cloning cache of NLsolve from https://github.com/JuliaNLSolvers/NLsolve.jl.git
INFO: Installing Distances v0.5.0
INFO: Installing NLsolve v0.11.0
INFO: Package database updated
julia> Pkg.test.(["Optim", "LsqFit", "NLsolve"])
INFO: Testing Optim
./general/api.jl
10.469214 seconds (12.84 M allocations: 673.818 MiB, 2.90% gc time)
./general/callables.jl
0.140214 seconds (69.64 k allocations: 4.045 MiB)
./general/callbacks.jl
2.404368 seconds (1.47 M allocations: 72.723 MiB, 1.23% gc time)
./general/convergence.jl
0.130055 seconds (30.18 k allocations: 1.622 MiB)
./general/deprecate.jl
0.000131 seconds (27 allocations: 1.406 KiB)
./general/initial_convergence.jl
4.487008 seconds (6.30 M allocations: 282.955 MiB, 2.61% gc time)
./general/objective_types.jl
2.440040 seconds (1.08 M allocations: 60.572 MiB, 1.28% gc time)
./general/Optim.jl
Skipping Optim.OptimizationOptions
0.139727 seconds (79.33 k allocations: 4.580 MiB)
./general/optimize.jl
2.308082 seconds (1.87 M allocations: 98.127 MiB, 6.32% gc time)
./general/type_stability.jl
5.608727 seconds (2.91 M allocations: 138.685 MiB, 0.94% gc time)
./general/types.jl
1.209275 seconds (853.10 k allocations: 37.354 MiB, 1.27% gc time)
./general/counter.jl
3.975316 seconds (2.57 M allocations: 144.171 MiB, 1.54% gc time)
Test Summary: | Pass Total
general | 2202 2202
./univariate/optimize/interface.jl
0.000151 seconds (27 allocations: 1.406 KiB)
./univariate/optimize/optimize.jl
0.062727 seconds (13.60 k allocations: 672.266 KiB)
./univariate/solvers/golden_section.jl
2.459936 seconds (1.36 M allocations: 81.613 MiB, 1.23% gc time)
./univariate/solvers/brent.jl
1.386860 seconds (129.62 k allocations: 7.339 MiB, 0.74% gc time)
./univariate/dual.jl
0.786251 seconds (529.61 k allocations: 32.234 MiB, 1.06% gc time)
Test Summary: | Pass Total
univariate | 48 48
./multivariate/optimize/interface.jl
4.453638 seconds (4.02 M allocations: 211.476 MiB, 2.04% gc time)
./multivariate/optimize/optimize.jl
0.572069 seconds (275.40 k allocations: 15.245 MiB, 1.71% gc time)
./multivariate/solvers/constrained/constrained.jl
WARNING: Linesearch failed, using alpha = 1.2224914449245164e-5 and exiting optimization.
WARNING: Initial position cannot be on the boundary of the box. Moving elements to the interior.
Element indices affected: [1, 2, 3, 4, 5, 6, 7, 8]
4.826499 seconds (4.08 M allocations: 197.496 MiB, 1.93% gc time)
./multivariate/solvers/first_order/accelerated_gradient_descent.jl
0.998208 seconds (740.00 k allocations: 27.221 MiB, 0.97% gc time)
./multivariate/solvers/first_order/bfgs.jl
0.653954 seconds (823.18 k allocations: 20.804 MiB, 1.99% gc time)
./multivariate/solvers/first_order/cg.jl
1.616329 seconds (976.28 k allocations: 44.715 MiB, 1.22% gc time)
./multivariate/solvers/first_order/gradient_descent.jl
0.466328 seconds (1.42 M allocations: 26.322 MiB, 2.01% gc time)
./multivariate/solvers/first_order/l_bfgs.jl
0.169324 seconds (59.31 k allocations: 2.619 MiB)
./multivariate/solvers/first_order/momentum_gradient_descent.jl
0.193840 seconds (85.94 k allocations: 2.977 MiB)
./multivariate/solvers/second_order/newton.jl
3.961976 seconds (1.24 M allocations: 74.436 MiB, 1.41% gc time)
./multivariate/solvers/second_order/newton_trust_region.jl
10.986755 seconds (7.61 M allocations: 974.625 MiB, 2.00% gc time)
./multivariate/solvers/zeroth_order/grid_search.jl
0.148049 seconds (51.83 k allocations: 2.806 MiB)
./multivariate/solvers/zeroth_order/nelder_mead.jl
0.565438 seconds (220.54 k allocations: 12.378 MiB, 1.23% gc time)
./multivariate/solvers/zeroth_order/particle_swarm.jl
Iter Function value Gradient norm
0 1.000000e+00 NaN
* x: [6.89921e-310, 6.89917e-310]
1 1.000000e+00 NaN
* x: [0.0, 0.0]
2 1.000000e+00 NaN
* x: [0.0, 0.0]
3 1.000000e+00 NaN
* x: [0.0, 0.0]
4 1.000000e+00 NaN
* x: [0.0, 0.0]
5 1.000000e+00 NaN
* x: [0.0, 0.0]
6 1.000000e+00 NaN
* x: [0.0, 0.0]
7 1.000000e+00 NaN
* x: [0.0, 0.0]
8 1.000000e+00 NaN
* x: [0.0, 0.0]
9 1.000000e+00 NaN
* x: [0.0, 0.0]
10 1.000000e+00 NaN
* x: [0.0, 0.0]
11 1.000000e+00 NaN
* x: [0.0, 0.0]
12 1.000000e+00 NaN
* x: [0.0, 0.0]
13 1.000000e+00 NaN
* x: [0.0, 0.0]
14 8.341073e-01 NaN
* x: [0.115384, 0.0360205]
15 8.341073e-01 NaN
* x: [0.115384, 0.0360205]
16 8.339676e-01 NaN
* x: [0.15703, -0.0104655]
17 8.339676e-01 NaN
* x: [0.15703, -0.0104655]
18 6.750704e-01 NaN
* x: [0.192755, 0.021849]
19 6.750704e-01 NaN
* x: [0.192755, 0.021849]
20 6.750704e-01 NaN
* x: [0.192755, 0.021849]
21 6.750704e-01 NaN
* x: [0.192755, 0.021849]
22 6.632424e-01 NaN
* x: [0.196983, 0.0523692]
23 6.632424e-01 NaN
* x: [0.196983, 0.0523692]
24 6.632424e-01 NaN
* x: [0.196983, 0.0523692]
25 5.842753e-01 NaN
* x: [0.260654, 0.0485387]
26 5.477922e-01 NaN
* x: [0.273677, 0.0606699]
27 4.882742e-01 NaN
* x: [0.309888, 0.0850672]
28 4.671278e-01 NaN
* x: [0.324474, 0.0948947]
29 4.581716e-01 NaN
* x: [0.330952, 0.0992597]
30 4.546615e-01 NaN
* x: [0.333544, 0.101006]
31 4.531926e-01 NaN
* x: [0.334637, 0.101742]
32 4.525262e-01 NaN
* x: [0.335135, 0.102078]
33 4.397339e-01 NaN
* x: [0.38331, 0.122549]
34 4.397339e-01 NaN
* x: [0.38331, 0.122549]
35 4.316764e-01 NaN
* x: [0.344837, 0.113975]
36 4.316764e-01 NaN
* x: [0.344837, 0.113975]
37 4.316764e-01 NaN
* x: [0.344837, 0.113975]
38 4.316764e-01 NaN
* x: [0.344837, 0.113975]
39 4.316764e-01 NaN
* x: [0.344837, 0.113975]
40 4.253519e-01 NaN
* x: [0.348798, 0.118071]
41 4.173131e-01 NaN
* x: [0.369965, 0.122602]
42 4.143288e-01 NaN
* x: [0.356316, 0.126906]
43 4.061662e-01 NaN
* x: [0.371011, 0.127383]
44 4.006484e-01 NaN
* x: [0.368233, 0.131698]
45 3.985645e-01 NaN
* x: [0.38082, 0.132703]
46 3.912090e-01 NaN
* x: [0.383847, 0.136585]
47 3.798507e-01 NaN
* x: [0.385883, 0.143699]
48 3.720291e-01 NaN
* x: [0.395003, 0.148276]
49 3.670915e-01 NaN
* x: [0.39567, 0.152223]
50 3.591566e-01 NaN
* x: [0.401357, 0.158289]
51 3.536428e-01 NaN
* x: [0.407243, 0.16107]
52 3.486781e-01 NaN
* x: [0.411917, 0.16435]
53 3.472088e-01 NaN
* x: [0.415756, 0.165193]
54 3.469432e-01 NaN
* x: [0.417342, 0.165541]
55 3.463536e-01 NaN
* x: [0.419375, 0.166269]
56 3.451379e-01 NaN
* x: [0.419824, 0.167014]
57 3.434897e-01 NaN
* x: [0.417482, 0.167839]
58 3.064518e-01 NaN
* x: [0.446543, 0.200569]
59 2.869194e-01 NaN
* x: [0.494434, 0.262163]
60 2.283560e-01 NaN
* x: [0.545296, 0.312044]
61 1.700515e-01 NaN
* x: [0.60367, 0.375808]
62 1.273151e-01 NaN
* x: [0.646266, 0.422337]
63 8.747869e-02 NaN
* x: [0.722711, 0.51202]
64 7.940488e-02 NaN
* x: [0.724006, 0.52987]
65 7.315137e-02 NaN
* x: [0.741847, 0.558404]
66 6.795735e-02 NaN
* x: [0.757899, 0.584078]
67 6.431109e-02 NaN
* x: [0.769044, 0.601903]
68 6.280893e-02 NaN
* x: [0.773502, 0.609033]
69 6.219869e-02 NaN
* x: [0.775285, 0.611885]
70 6.178139e-02 NaN
* x: [0.776495, 0.61382]
71 6.159080e-02 NaN
* x: [0.777045, 0.614699]
72 6.151440e-02 NaN
* x: [0.777265, 0.615051]
73 6.147352e-02 NaN
* x: [0.777382, 0.615239]
74 6.145260e-02 NaN
* x: [0.777443, 0.615335]
75 6.144301e-02 NaN
* x: [0.77747, 0.615379]
76 6.143891e-02 NaN
* x: [0.777482, 0.615398]
77 6.143707e-02 NaN
* x: [0.777487, 0.615407]
78 3.920913e-02 NaN
* x: [0.83709, 0.689464]
79 3.920913e-02 NaN
* x: [0.83709, 0.689464]
80 3.920913e-02 NaN
* x: [0.83709, 0.689464]
81 3.920913e-02 NaN
* x: [0.83709, 0.689464]
82 3.920913e-02 NaN
* x: [0.83709, 0.689464]
83 1.905880e-02 NaN
* x: [0.865485, 0.75217]
84 1.905880e-02 NaN
* x: [0.865485, 0.75217]
85 1.905880e-02 NaN
* x: [0.865485, 0.75217]
86 1.905880e-02 NaN
* x: [0.865485, 0.75217]
87 1.905880e-02 NaN
* x: [0.865485, 0.75217]
88 1.905880e-02 NaN
* x: [0.865485, 0.75217]
89 1.905880e-02 NaN
* x: [0.865485, 0.75217]
90 1.905880e-02 NaN
* x: [0.865485, 0.75217]
91 1.854623e-02 NaN
* x: [0.870381, 0.753386]
92 1.854623e-02 NaN
* x: [0.870381, 0.753386]
93 1.854623e-02 NaN
* x: [0.870381, 0.753386]
94 1.772674e-02 NaN
* x: [0.869019, 0.757584]
95 1.649264e-02 NaN
* x: [0.871602, 0.759432]
96 1.640724e-02 NaN
* x: [0.872884, 0.760349]
97 1.640724e-02 NaN
* x: [0.872884, 0.760349]
98 1.636297e-02 NaN
* x: [0.872671, 0.760329]
99 1.636297e-02 NaN
* x: [0.872671, 0.760329]
100 1.635777e-02 NaN
* x: [0.872821, 0.760463]
101 1.635777e-02 NaN
* x: [0.872821, 0.760463]
102 1.631812e-02 NaN
* x: [0.872584, 0.76049]
103 1.631812e-02 NaN
* x: [0.872584, 0.76049]
104 1.631492e-02 NaN
* x: [0.872723, 0.760571]
105 1.631492e-02 NaN
* x: [0.872723, 0.760571]
106 1.630391e-02 NaN
* x: [0.872611, 0.760578]
107 1.630391e-02 NaN
* x: [0.872611, 0.760578]
108 1.630391e-02 NaN
* x: [0.872611, 0.760578]
109 1.630391e-02 NaN
* x: [0.872611, 0.760578]
110 1.630058e-02 NaN
* x: [0.87255, 0.760588]
111 1.630058e-02 NaN
* x: [0.87255, 0.760588]
112 1.615334e-02 NaN
* x: [0.873153, 0.761601]
113 1.615334e-02 NaN
* x: [0.873153, 0.761601]
114 1.615334e-02 NaN
* x: [0.873153, 0.761601]
115 1.615334e-02 NaN
* x: [0.873153, 0.761601]
116 1.604092e-02 NaN
* x: [0.873459, 0.762398]
117 1.594147e-02 NaN
* x: [0.873869, 0.763077]
118 1.589492e-02 NaN
* x: [0.874237, 0.763404]
119 1.449695e-02 NaN
* x: [0.879694, 0.773378]
120 1.409448e-02 NaN
* x: [0.881611, 0.778124]
121 1.355002e-02 NaN
* x: [0.884428, 0.783602]
122 1.306892e-02 NaN
* x: [0.885859, 0.785385]
123 1.290912e-02 NaN
* x: [0.886432, 0.786098]
124 1.282152e-02 NaN
* x: [0.88677, 0.786296]
125 1.279480e-02 NaN
* x: [0.886917, 0.786355]
126 1.278246e-02 NaN
* x: [0.887016, 0.786384]
127 1.277947e-02 NaN
* x: [0.887109, 0.78637]
128 1.277614e-02 NaN
* x: [0.8871, 0.786401]
129 1.277509e-02 NaN
* x: [0.887136, 0.786404]
130 1.277485e-02 NaN
* x: [0.887192, 0.786408]
131 1.267698e-02 NaN
* x: [0.887511, 0.788158]
132 1.259936e-02 NaN
* x: [0.887754, 0.788058]
133 1.258380e-02 NaN
* x: [0.887855, 0.788017]
134 1.258030e-02 NaN
* x: [0.887895, 0.788]
135 1.257933e-02 NaN
* x: [0.887911, 0.787993]
136 1.257902e-02 NaN
* x: [0.887918, 0.78799]
137 1.255808e-02 NaN
* x: [0.887965, 0.788233]
138 1.254506e-02 NaN
* x: [0.888074, 0.788255]
139 1.254153e-02 NaN
* x: [0.888118, 0.788264]
140 1.254040e-02 NaN
* x: [0.888136, 0.788268]
141 1.253998e-02 NaN
* x: [0.888143, 0.788269]
142 9.504049e-03 NaN
* x: [0.905497, 0.817531]
143 9.504049e-03 NaN
* x: [0.905497, 0.817531]
144 9.504049e-03 NaN
* x: [0.905497, 0.817531]
145 9.504049e-03 NaN
* x: [0.905497, 0.817531]
146 9.504049e-03 NaN
* x: [0.905497, 0.817531]
147 9.504049e-03 NaN
* x: [0.905497, 0.817531]
148 9.504049e-03 NaN
* x: [0.905497, 0.817531]
149 9.372569e-03 NaN
* x: [0.905697, 0.822477]
150 8.984610e-03 NaN
* x: [0.90678, 0.820533]
151 8.984610e-03 NaN
* x: [0.90678, 0.820533]
152 8.718654e-03 NaN
* x: [0.906806, 0.821718]
153 8.718654e-03 NaN
* x: [0.906806, 0.821718]
154 8.716193e-03 NaN
* x: [0.906802, 0.821739]
155 8.716193e-03 NaN
* x: [0.906802, 0.821739]
156 8.716193e-03 NaN
* x: [0.906802, 0.821739]
157 8.701106e-03 NaN
* x: [0.906759, 0.821944]
158 8.697052e-03 NaN
* x: [0.906745, 0.822111]
159 8.697052e-03 NaN
* x: [0.906745, 0.822111]
160 8.696681e-03 NaN
* x: [0.906744, 0.822158]
161 8.696386e-03 NaN
* x: [0.906746, 0.822148]
162 8.251902e-03 NaN
* x: [0.909697, 0.828534]
163 7.973651e-03 NaN
* x: [0.910752, 0.829762]
164 7.889298e-03 NaN
* x: [0.911178, 0.830257]
165 7.860026e-03 NaN
* x: [0.911349, 0.830456]
166 7.377794e-03 NaN
* x: [0.915533, 0.839759]
167 7.377794e-03 NaN
* x: [0.915533, 0.839759]
168 7.377794e-03 NaN
* x: [0.915533, 0.839759]
169 7.364675e-03 NaN
* x: [0.914859, 0.838042]
170 7.364675e-03 NaN
* x: [0.914859, 0.838042]
171 7.364675e-03 NaN
* x: [0.914859, 0.838042]
172 7.364675e-03 NaN
* x: [0.914859, 0.838042]
173 7.256027e-03 NaN
* x: [0.914819, 0.836853]
174 7.116335e-03 NaN
* x: [0.915736, 0.838173]
175 6.914757e-03 NaN
* x: [0.916848, 0.840542]
176 6.829347e-03 NaN
* x: [0.917365, 0.841643]
177 6.794916e-03 NaN
* x: [0.917582, 0.842106]
178 6.781287e-03 NaN
* x: [0.91767, 0.842293]
179 6.775875e-03 NaN
* x: [0.917705, 0.842368]
180 6.773693e-03 NaN
* x: [0.917719, 0.842399]
181 6.772812e-03 NaN
* x: [0.917725, 0.842411]
182 6.772460e-03 NaN
* x: [0.917727, 0.842416]
183 6.772318e-03 NaN
* x: [0.917728, 0.842418]
184 6.772260e-03 NaN
* x: [0.917729, 0.842419]
185 6.772237e-03 NaN
* x: [0.917729, 0.842419]
186 6.718099e-03 NaN
* x: [0.918291, 0.842612]
187 6.686080e-03 NaN
* x: [0.918343, 0.842927]
188 6.666363e-03 NaN
* x: [0.918396, 0.843184]
189 6.660858e-03 NaN
* x: [0.918386, 0.843462]
190 6.638247e-03 NaN
* x: [0.918597, 0.843477]
191 6.627483e-03 NaN
* x: [0.918742, 0.843591]
192 6.599295e-03 NaN
* x: [0.918848, 0.843912]
193 6.585954e-03 NaN
* x: [0.918847, 0.844243]
194 6.584624e-03 NaN
* x: [0.91893, 0.844082]
195 6.577068e-03 NaN
* x: [0.919026, 0.844158]
196 6.550947e-03 NaN
* x: [0.919105, 0.84449]
197 6.542762e-03 NaN
* x: [0.919136, 0.844617]
198 6.531623e-03 NaN
* x: [0.919204, 0.844746]
199 6.510884e-03 NaN
* x: [0.919344, 0.84496]
200 6.492423e-03 NaN
* x: [0.91947, 0.845154]
201 6.480920e-03 NaN
* x: [0.919507, 0.845358]
202 6.470704e-03 NaN
* x: [0.919562, 0.845524]
203 6.466135e-03 NaN
* x: [0.919593, 0.84556]
204 6.460117e-03 NaN
* x: [0.919625, 0.845712]
205 6.454905e-03 NaN
* x: [0.919658, 0.845764]
206 6.450820e-03 NaN
* x: [0.919683, 0.84583]
207 6.448810e-03 NaN
* x: [0.919697, 0.845797]
208 6.447202e-03 NaN
* x: [0.919707, 0.845809]
209 6.446247e-03 NaN
* x: [0.919713, 0.845821]
210 6.445406e-03 NaN
* x: [0.919717, 0.845848]
211 6.444913e-03 NaN
* x: [0.91972, 0.845876]
212 6.443051e-03 NaN
* x: [0.919733, 0.845852]
213 6.441649e-03 NaN
* x: [0.919743, 0.84586]
214 6.440477e-03 NaN
* x: [0.919749, 0.845893]
215 6.439753e-03 NaN
* x: [0.919754, 0.845892]
216 6.439174e-03 NaN
* x: [0.919756, 0.845917]
217 6.438809e-03 NaN
* x: [0.919759, 0.845913]
218 6.438542e-03 NaN
* x: [0.91976, 0.84595]
219 6.438407e-03 NaN
* x: [0.91976, 0.845956]
220 6.438354e-03 NaN
* x: [0.919761, 0.845958]
221 6.438333e-03 NaN
* x: [0.919761, 0.845959]
222 6.438170e-03 NaN
* x: [0.919762, 0.845975]
223 6.438065e-03 NaN
* x: [0.919763, 0.845987]
224 6.437850e-03 NaN
* x: [0.919764, 0.845991]
225 6.437687e-03 NaN
* x: [0.919765, 0.845996]
226 6.437623e-03 NaN
* x: [0.919766, 0.845998]
227 6.437487e-03 NaN
* x: [0.919766, 0.845996]
228 6.437406e-03 NaN
* x: [0.919767, 0.845996]
229 6.437355e-03 NaN
* x: [0.919767, 0.845993]
230 6.437310e-03 NaN
* x: [0.919767, 0.845993]
231 6.437224e-03 NaN
* x: [0.919768, 0.845992]
232 6.437154e-03 NaN
* x: [0.919768, 0.845993]
233 6.437104e-03 NaN
* x: [0.919769, 0.845993]
234 6.437031e-03 NaN
* x: [0.919769, 0.845993]
235 6.436985e-03 NaN
* x: [0.919769, 0.845993]
236 6.436964e-03 NaN
* x: [0.919769, 0.845993]
237 6.436938e-03 NaN
* x: [0.91977, 0.845994]
238 6.436922e-03 NaN
* x: [0.91977, 0.845994]
239 6.436912e-03 NaN
* x: [0.91977, 0.845994]
240 6.436902e-03 NaN
* x: [0.91977, 0.845994]
241 6.436896e-03 NaN
* x: [0.91977, 0.845994]
242 6.436892e-03 NaN
* x: [0.91977, 0.845994]
243 6.436891e-03 NaN
* x: [0.91977, 0.845994]
244 6.436888e-03 NaN
* x: [0.91977, 0.845994]
245 6.436884e-03 NaN
* x: [0.91977, 0.845994]
246 6.436880e-03 NaN
* x: [0.91977, 0.845994]
247 6.436875e-03 NaN
* x: [0.91977, 0.845994]
248 6.436871e-03 NaN
* x: [0.91977, 0.845994]
249 6.436866e-03 NaN
* x: [0.91977, 0.845994]
250 6.436862e-03 NaN
* x: [0.91977, 0.845995]
251 6.436857e-03 NaN
* x: [0.91977, 0.845995]
252 6.436854e-03 NaN
* x: [0.91977, 0.845995]
253 6.436849e-03 NaN
* x: [0.91977, 0.845995]
254 6.436844e-03 NaN
* x: [0.91977, 0.845995]
255 6.436839e-03 NaN
* x: [0.91977, 0.845995]
256 6.436832e-03 NaN
* x: [0.91977, 0.845995]
257 6.436827e-03 NaN
* x: [0.91977, 0.845995]
258 6.436820e-03 NaN
* x: [0.91977, 0.845995]
259 6.436814e-03 NaN
* x: [0.91977, 0.845995]
260 6.436811e-03 NaN
* x: [0.91977, 0.845995]
261 6.436808e-03 NaN
* x: [0.91977, 0.845995]
262 6.436806e-03 NaN
* x: [0.91977, 0.845995]
263 6.436805e-03 NaN
* x: [0.91977, 0.845995]
264 6.436803e-03 NaN
* x: [0.91977, 0.845995]
265 6.436801e-03 NaN
* x: [0.91977, 0.845995]
266 6.436801e-03 NaN
* x: [0.919771, 0.845995]
267 6.436799e-03 NaN
* x: [0.919771, 0.845995]
268 6.436798e-03 NaN
* x: [0.919771, 0.845995]
269 6.436797e-03 NaN
* x: [0.919771, 0.845995]
270 6.436796e-03 NaN
* x: [0.919771, 0.845995]
271 6.436795e-03 NaN
* x: [0.919771, 0.845995]
272 6.436794e-03 NaN
* x: [0.919771, 0.845995]
273 6.436793e-03 NaN
* x: [0.919771, 0.845995]
274 6.436792e-03 NaN
* x: [0.919771, 0.845995]
275 6.436792e-03 NaN
* x: [0.919771, 0.845995]
276 6.436791e-03 NaN
* x: [0.919771, 0.845995]
277 6.436790e-03 NaN
* x: [0.919771, 0.845995]
278 6.436790e-03 NaN
* x: [0.919771, 0.845995]
279 6.436789e-03 NaN
* x: [0.919771, 0.845995]
280 6.436789e-03 NaN
* x: [0.919771, 0.845995]
281 6.436789e-03 NaN
* x: [0.919771, 0.845995]
282 6.356460e-03 NaN
* x: [0.920317, 0.846717]
283 6.312829e-03 NaN
* x: [0.920564, 0.847271]
284 6.219237e-03 NaN
* x: [0.921202, 0.848295]
285 6.139578e-03 NaN
* x: [0.921775, 0.849217]
286 6.108935e-03 NaN
* x: [0.922004, 0.849586]
287 6.083251e-03 NaN
* x: [0.9222, 0.849902]
288 6.060584e-03 NaN
* x: [0.922377, 0.850186]
289 6.048591e-03 NaN
* x: [0.922472, 0.850338]
290 6.042857e-03 NaN
* x: [0.922518, 0.850412]
291 6.037722e-03 NaN
* x: [0.922559, 0.850478]
292 6.033285e-03 NaN
* x: [0.922336, 0.850827]
293 6.020586e-03 NaN
* x: [0.922448, 0.85066]
294 6.020586e-03 NaN
* x: [0.922448, 0.85066]
295 6.020586e-03 NaN
* x: [0.922448, 0.85066]
296 6.005581e-03 NaN
* x: [0.922508, 0.851094]
297 5.997451e-03 NaN
* x: [0.922574, 0.851306]
298 5.997451e-03 NaN
* x: [0.922574, 0.851306]
299 5.997451e-03 NaN
* x: [0.922574, 0.851306]
300 5.997451e-03 NaN
* x: [0.922574, 0.851306]
Iter Function value Gradient norm
0 1.000000e+00 NaN
* x: [NaN, 6.89921e-310]
1 8.157667e-02 NaN
* x: [0.988229, 0.948059]
2 8.157667e-02 NaN
* x: [0.988229, 0.948059]
3 8.157667e-02 NaN
* x: [0.988229, 0.948059]
4 8.157667e-02 NaN
* x: [0.988229, 0.948059]
5 8.157667e-02 NaN
* x: [0.988229, 0.948059]
6 2.991531e-02 NaN
* x: [0.988229, 0.959341]
7 2.991531e-02 NaN
* x: [0.988229, 0.959341]
8 2.124948e-02 NaN
* x: [0.972128, 0.959341]
9 2.124948e-02 NaN
* x: [0.972128, 0.959341]
10 2.124948e-02 NaN
* x: [0.972128, 0.959341]
11 2.124948e-02 NaN
* x: [0.972128, 0.959341]
12 2.124948e-02 NaN
* x: [0.972128, 0.959341]
13 1.216208e-02 NaN
* x: [0.929146, 0.854861]
14 1.216208e-02 NaN
* x: [0.929146, 0.854861]
15 1.216208e-02 NaN
* x: [0.929146, 0.854861]
16 1.216208e-02 NaN
* x: [0.929146, 0.854861]
17 1.216208e-02 NaN
* x: [0.929146, 0.854861]
18 1.216208e-02 NaN
* x: [0.929146, 0.854861]
19 1.216208e-02 NaN
* x: [0.929146, 0.854861]
20 1.216208e-02 NaN
* x: [0.929146, 0.854861]
21 1.216208e-02 NaN
* x: [0.929146, 0.854861]
22 1.179046e-02 NaN
* x: [0.928584, 0.854088]
23 1.179046e-02 NaN
* x: [0.928584, 0.854088]
24 1.179046e-02 NaN
* x: [0.928584, 0.854088]
25 1.179046e-02 NaN
* x: [0.928584, 0.854088]
26 1.179046e-02 NaN
* x: [0.928584, 0.854088]
27 1.179046e-02 NaN
* x: [0.928584, 0.854088]
28 1.179046e-02 NaN
* x: [0.928584, 0.854088]
29 1.179046e-02 NaN
* x: [0.928584, 0.854088]
30 7.343678e-03 NaN
* x: [0.92216, 0.846795]
31 7.134560e-03 NaN
* x: [0.92364, 0.856721]
32 7.134560e-03 NaN
* x: [0.92364, 0.856721]
33 7.134560e-03 NaN
* x: [0.92364, 0.856721]
34 6.088901e-03 NaN
* x: [0.923455, 0.854285]
35 5.841501e-03 NaN
* x: [0.923589, 0.852847]
36 5.841501e-03 NaN
* x: [0.923589, 0.852847]
37 5.837704e-03 NaN
* x: [0.923598, 0.853102]
38 5.837704e-03 NaN
* x: [0.923598, 0.853102]
39 5.837704e-03 NaN
* x: [0.923598, 0.853102]
40 5.836549e-03 NaN
* x: [0.923605, 0.85311]
41 5.836549e-03 NaN
* x: [0.923605, 0.85311]
42 5.836357e-03 NaN
* x: [0.923604, 0.853017]
43 5.836357e-03 NaN
* x: [0.923604, 0.853017]
44 5.836279e-03 NaN
* x: [0.923604, 0.853049]
45 5.836279e-03 NaN
* x: [0.923604, 0.853049]
46 5.836279e-03 NaN
* x: [0.923604, 0.853049]
47 5.620167e-03 NaN
* x: [0.925033, 0.855652]
48 5.488363e-03 NaN
* x: [0.926446, 0.859187]
49 5.483680e-03 NaN
* x: [0.927012, 0.860601]
50 5.483680e-03 NaN
* x: [0.927012, 0.860601]
51 5.483680e-03 NaN
* x: [0.927012, 0.860601]
52 5.483680e-03 NaN
* x: [0.927012, 0.860601]
53 5.373557e-03 NaN
* x: [0.927027, 0.860075]
54 5.341688e-03 NaN
* x: [0.927028, 0.859792]
55 5.333520e-03 NaN
* x: [0.927029, 0.859678]
56 5.330974e-03 NaN
* x: [0.927029, 0.859632]
57 5.330075e-03 NaN
* x: [0.927029, 0.859614]
58 5.329735e-03 NaN
* x: [0.927029, 0.859606]
59 5.329601e-03 NaN
* x: [0.927029, 0.859604]
60 5.329548e-03 NaN
* x: [0.927029, 0.859602]
61 5.329526e-03 NaN
* x: [0.927029, 0.859602]
62 5.329517e-03 NaN
* x: [0.927029, 0.859602]
63 5.329514e-03 NaN
* x: [0.927029, 0.859602]
64 5.329512e-03 NaN
* x: [0.927029, 0.859602]
65 5.329511e-03 NaN
* x: [0.927029, 0.859602]
66 5.329511e-03 NaN
* x: [0.927029, 0.859602]
67 5.329511e-03 NaN
* x: [0.927029, 0.859602]
68 5.329510e-03 NaN
* x: [0.927029, 0.859602]
69 5.329510e-03 NaN
* x: [0.927029, 0.859602]
70 5.329510e-03 NaN
* x: [0.927029, 0.859602]
71 5.329510e-03 NaN
* x: [0.927029, 0.859602]
72 5.329510e-03 NaN
* x: [0.927029, 0.859602]
73 5.329510e-03 NaN
* x: [0.927029, 0.859602]
74 5.329510e-03 NaN
* x: [0.927029, 0.859602]
75 5.329510e-03 NaN
* x: [0.927029, 0.859602]
76 5.329510e-03 NaN
* x: [0.927029, 0.859602]
77 5.329510e-03 NaN
* x: [0.927029, 0.859602]
78 5.329510e-03 NaN
* x: [0.927029, 0.859602]
79 5.329510e-03 NaN
* x: [0.927029, 0.859602]
80 5.329510e-03 NaN
* x: [0.927029, 0.859602]
81 5.329510e-03 NaN
* x: [0.927029, 0.859602]
82 5.329510e-03 NaN
* x: [0.927029, 0.859602]
83 5.039281e-03 NaN
* x: [0.934055, 0.875087]
84 5.039281e-03 NaN
* x: [0.934055, 0.875087]
85 4.115742e-03 NaN
* x: [0.935876, 0.876059]
86 4.115742e-03 NaN
* x: [0.935876, 0.876059]
87 4.115742e-03 NaN
* x: [0.935876, 0.876059]
88 4.115742e-03 NaN
* x: [0.935876, 0.876059]
89 4.115742e-03 NaN
* x: [0.935876, 0.876059]
90 1.878913e-03 NaN
* x: [1.03381, 1.07148]
91 1.878913e-03 NaN
* x: [1.03381, 1.07148]
92 1.878913e-03 NaN
* x: [1.03381, 1.07148]
93 1.878913e-03 NaN
* x: [1.03381, 1.07148]
94 1.878913e-03 NaN
* x: [1.03381, 1.07148]
95 1.878913e-03 NaN
* x: [1.03381, 1.07148]
96 1.878913e-03 NaN
* x: [1.03381, 1.07148]
97 1.878913e-03 NaN
* x: [1.03381, 1.07148]
98 1.878913e-03 NaN
* x: [1.03381, 1.07148]
99 1.878913e-03 NaN
* x: [1.03381, 1.07148]
100 1.878913e-03 NaN
* x: [1.03381, 1.07148]
101 1.878913e-03 NaN
* x: [1.03381, 1.07148]
102 1.878913e-03 NaN
* x: [1.03381, 1.07148]
103 1.878913e-03 NaN
* x: [1.03381, 1.07148]
104 1.878913e-03 NaN
* x: [1.03381, 1.07148]
105 1.878913e-03 NaN
* x: [1.03381, 1.07148]
106 1.878913e-03 NaN
* x: [1.03381, 1.07148]
107 1.878913e-03 NaN
* x: [1.03381, 1.07148]
108 1.878913e-03 NaN
* x: [1.03381, 1.07148]
109 1.878913e-03 NaN
* x: [1.03381, 1.07148]
110 1.878913e-03 NaN
* x: [1.03381, 1.07148]
111 1.106868e-03 NaN
* x: [1.02914, 1.06073]
112 1.106868e-03 NaN
* x: [1.02914, 1.06073]
113 8.424789e-04 NaN
* x: [1.02873, 1.0587]
114 8.424789e-04 NaN
* x: [1.02873, 1.0587]
115 8.424789e-04 NaN
* x: [1.02873, 1.0587]
116 8.424789e-04 NaN
* x: [1.02873, 1.0587]
117 8.424789e-04 NaN
* x: [1.02873, 1.0587]
118 8.424789e-04 NaN
* x: [1.02873, 1.0587]
119 8.424789e-04 NaN
* x: [1.02873, 1.0587]
120 8.424789e-04 NaN
* x: [1.02873, 1.0587]
121 8.424789e-04 NaN
* x: [1.02873, 1.0587]
122 8.364275e-04 NaN
* x: [1.02885, 1.05832]
123 8.364275e-04 NaN
* x: [1.02885, 1.05832]
124 8.178943e-04 NaN
* x: [1.0285, 1.05805]
125 8.178943e-04 NaN
* x: [1.0285, 1.05805]
126 8.178943e-04 NaN
* x: [1.0285, 1.05805]
127 8.178943e-04 NaN
* x: [1.0285, 1.05805]
128 8.178943e-04 NaN
* x: [1.0285, 1.05805]
129 8.089586e-04 NaN
* x: [1.02843, 1.05775]
130 8.089586e-04 NaN
* x: [1.02843, 1.05775]
131 8.089586e-04 NaN
* x: [1.02843, 1.05775]
132 8.089586e-04 NaN
* x: [1.02843, 1.05775]
133 6.968875e-05 NaN
* x: [1.00643, 1.01344]
134 6.968875e-05 NaN
* x: [1.00643, 1.01344]
135 6.968875e-05 NaN
* x: [1.00643, 1.01344]
136 6.968875e-05 NaN
* x: [1.00643, 1.01344]
137 6.968875e-05 NaN
* x: [1.00643, 1.01344]
138 6.968875e-05 NaN
* x: [1.00643, 1.01344]
139 6.968875e-05 NaN
* x: [1.00643, 1.01344]
140 6.968875e-05 NaN
* x: [1.00643, 1.01344]
141 6.968875e-05 NaN
* x: [1.00643, 1.01344]
142 6.968875e-05 NaN
* x: [1.00643, 1.01344]
143 6.968875e-05 NaN
* x: [1.00643, 1.01344]
144 6.968875e-05 NaN
* x: [1.00643, 1.01344]
145 6.968875e-05 NaN
* x: [1.00643, 1.01344]
146 6.968875e-05 NaN
* x: [1.00643, 1.01344]
147 6.968875e-05 NaN
* x: [1.00643, 1.01344]
148 6.968875e-05 NaN
* x: [1.00643, 1.01344]
149 6.968875e-05 NaN
* x: [1.00643, 1.01344]
150 6.968875e-05 NaN
* x: [1.00643, 1.01344]
151 6.968875e-05 NaN
* x: [1.00643, 1.01344]
152 6.968875e-05 NaN
* x: [1.00643, 1.01344]
153 6.968875e-05 NaN
* x: [1.00643, 1.01344]
154 6.968875e-05 NaN
* x: [1.00643, 1.01344]
155 6.968875e-05 NaN
* x: [1.00643, 1.01344]
156 6.968875e-05 NaN
* x: [1.00643, 1.01344]
157 6.968875e-05 NaN
* x: [1.00643, 1.01344]
158 6.968875e-05 NaN
* x: [1.00643, 1.01344]
159 6.968875e-05 NaN
* x: [1.00643, 1.01344]
160 6.968875e-05 NaN
* x: [1.00643, 1.01344]
161 6.968875e-05 NaN
* x: [1.00643, 1.01344]
162 6.968875e-05 NaN
* x: [1.00643, 1.01344]
163 4.684582e-05 NaN
* x: [1.00684, 1.01375]
164 4.684582e-05 NaN
* x: [1.00684, 1.01375]
165 4.684582e-05 NaN
* x: [1.00684, 1.01375]
166 4.684582e-05 NaN
* x: [1.00684, 1.01375]
167 4.684582e-05 NaN
* x: [1.00684, 1.01375]
168 4.684582e-05 NaN
* x: [1.00684, 1.01375]
169 4.684582e-05 NaN
* x: [1.00684, 1.01375]
170 4.684582e-05 NaN
* x: [1.00684, 1.01375]
171 4.684582e-05 NaN
* x: [1.00684, 1.01375]
172 4.684582e-05 NaN
* x: [1.00684, 1.01375]
173 4.684582e-05 NaN
* x: [1.00684, 1.01375]
174 4.684582e-05 NaN
* x: [1.00684, 1.01375]
175 4.684582e-05 NaN
* x: [1.00684, 1.01375]
176 4.684582e-05 NaN
* x: [1.00684, 1.01375]
177 4.684582e-05 NaN
* x: [1.00684, 1.01375]
178 4.684582e-05 NaN
* x: [1.00684, 1.01375]
179 4.684582e-05 NaN
* x: [1.00684, 1.01375]
180 4.684582e-05 NaN
* x: [1.00684, 1.01375]
181 4.671934e-05 NaN
* x: [1.00683, 1.01373]
182 4.505384e-05 NaN
* x: [1.00653, 1.01294]
183 4.505384e-05 NaN
* x: [1.00653, 1.01294]
184 4.503314e-05 NaN
* x: [1.00657, 1.01332]
185 4.503314e-05 NaN
* x: [1.00657, 1.01332]
186 4.409758e-05 NaN
* x: [1.00657, 1.01309]
187 4.409758e-05 NaN
* x: [1.00657, 1.01309]
188 4.409758e-05 NaN
* x: [1.00657, 1.01309]
189 4.391985e-05 NaN
* x: [1.00657, 1.01327]
190 4.260423e-05 NaN
* x: [1.00652, 1.01311]
191 3.284186e-06 NaN
* x: [1.00168, 1.0033]
192 3.284186e-06 NaN
* x: [1.00168, 1.0033]
193 3.284186e-06 NaN
* x: [1.00168, 1.0033]
194 3.284186e-06 NaN
* x: [1.00168, 1.0033]
195 3.284186e-06 NaN
* x: [1.00168, 1.0033]
196 3.284186e-06 NaN
* x: [1.00168, 1.0033]
197 3.284186e-06 NaN
* x: [1.00168, 1.0033]
198 3.284186e-06 NaN
* x: [1.00168, 1.0033]
199 3.284186e-06 NaN
* x: [1.00168, 1.0033]
200 3.284186e-06 NaN
* x: [1.00168, 1.0033]
201 3.284186e-06 NaN
* x: [1.00168, 1.0033]
202 3.284186e-06 NaN
* x: [1.00168, 1.0033]
203 3.284186e-06 NaN
* x: [1.00168, 1.0033]
204 3.284186e-06 NaN
* x: [1.00168, 1.0033]
205 3.284186e-06 NaN
* x: [1.00168, 1.0033]
206 3.284186e-06 NaN
* x: [1.00168, 1.0033]
207 3.284186e-06 NaN
* x: [1.00168, 1.0033]
208 3.169841e-06 NaN
* x: [1.00161, 1.00314]
209 3.169841e-06 NaN
* x: [1.00161, 1.00314]
210 3.169841e-06 NaN
* x: [1.00161, 1.00314]
211 3.169841e-06 NaN
* x: [1.00161, 1.00314]
212 3.169841e-06 NaN
* x: [1.00161, 1.00314]
213 3.169841e-06 NaN
* x: [1.00161, 1.00314]
214 3.169841e-06 NaN
* x: [1.00161, 1.00314]
215 3.169841e-06 NaN
* x: [1.00161, 1.00314]
216 3.169841e-06 NaN
* x: [1.00161, 1.00314]
217 2.558424e-06 NaN
* x: [1.00159, 1.00318]
218 2.558424e-06 NaN
* x: [1.00159, 1.00318]
219 2.558424e-06 NaN
* x: [1.00159, 1.00318]
220 2.558424e-06 NaN
* x: [1.00159, 1.00318]
221 2.558424e-06 NaN
* x: [1.00159, 1.00318]
222 2.550943e-06 NaN
* x: [1.00159, 1.00318]
223 2.550943e-06 NaN
* x: [1.00159, 1.00318]
224 2.545790e-06 NaN
* x: [1.0016, 1.0032]
225 2.545790e-06 NaN
* x: [1.0016, 1.0032]
226 2.545790e-06 NaN
* x: [1.0016, 1.0032]
227 2.545790e-06 NaN
* x: [1.0016, 1.0032]
228 2.494361e-06 NaN
* x: [1.00158, 1.00316]
229 2.463333e-06 NaN
* x: [1.00157, 1.00314]
230 2.452253e-06 NaN
* x: [1.00156, 1.00314]
231 2.447107e-06 NaN
* x: [1.00156, 1.00313]
232 2.445139e-06 NaN
* x: [1.00156, 1.00313]
233 2.444229e-06 NaN
* x: [1.00156, 1.00313]
234 2.443857e-06 NaN
* x: [1.00156, 1.00313]
235 2.443687e-06 NaN
* x: [1.00156, 1.00313]
236 2.430432e-06 NaN
* x: [1.00156, 1.00311]
237 2.415908e-06 NaN
* x: [1.00155, 1.00311]
238 2.412810e-06 NaN
* x: [1.00155, 1.00311]
239 2.411986e-06 NaN
* x: [1.00155, 1.00311]
240 2.411730e-06 NaN
* x: [1.00155, 1.00311]
241 2.411639e-06 NaN
* x: [1.00155, 1.00311]
242 2.411598e-06 NaN
* x: [1.00155, 1.00311]
243 2.411583e-06 NaN
* x: [1.00155, 1.00311]
244 2.411576e-06 NaN
* x: [1.00155, 1.00311]
245 2.411573e-06 NaN
* x: [1.00155, 1.00311]
246 2.411572e-06 NaN
* x: [1.00155, 1.00311]
247 2.411305e-06 NaN
* x: [1.00155, 1.00311]
248 1.659600e-06 NaN
* x: [1.00127, 1.00256]
249 1.659600e-06 NaN
* x: [1.00127, 1.00256]
250 1.531520e-06 NaN
* x: [1.00123, 1.00247]
251 1.531520e-06 NaN
* x: [1.00123, 1.00247]
252 1.531520e-06 NaN
* x: [1.00123, 1.00247]
253 1.531520e-06 NaN
* x: [1.00123, 1.00247]
254 1.531520e-06 NaN
* x: [1.00123, 1.00247]
255 1.526292e-06 NaN
* x: [1.00123, 1.00247]
256 1.526292e-06 NaN
* x: [1.00123, 1.00247]
257 1.503802e-06 NaN
* x: [1.00122, 1.00246]
258 1.503802e-06 NaN
* x: [1.00122, 1.00246]
259 1.500525e-06 NaN
* x: [1.00122, 1.00245]
260 1.500525e-06 NaN
* x: [1.00122, 1.00245]
261 1.490942e-06 NaN
* x: [1.00122, 1.00245]
262 1.488584e-06 NaN
* x: [1.00122, 1.00244]
263 1.488584e-06 NaN
* x: [1.00122, 1.00244]
264 1.488286e-06 NaN
* x: [1.00122, 1.00244]
265 9.826219e-07 NaN
* x: [1.00098, 1.00195]
266 9.826219e-07 NaN
* x: [1.00098, 1.00195]
267 9.826219e-07 NaN
* x: [1.00098, 1.00195]
268 9.826219e-07 NaN
* x: [1.00098, 1.00195]
269 9.505315e-07 NaN
* x: [1.00097, 1.00195]
270 9.505315e-07 NaN
* x: [1.00097, 1.00195]
271 9.505315e-07 NaN
* x: [1.00097, 1.00195]
272 9.505315e-07 NaN
* x: [1.00097, 1.00195]
273 9.505315e-07 NaN
* x: [1.00097, 1.00195]
274 9.505315e-07 NaN
* x: [1.00097, 1.00195]
275 9.505315e-07 NaN
* x: [1.00097, 1.00195]
276 9.505315e-07 NaN
* x: [1.00097, 1.00195]
277 9.505315e-07 NaN
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278 9.505315e-07 NaN
* x: [1.00097, 1.00195]
279 9.504427e-07 NaN
* x: [1.00097, 1.00195]
280 9.504427e-07 NaN
* x: [1.00097, 1.00195]
281 9.504427e-07 NaN
* x: [1.00097, 1.00195]
282 9.504427e-07 NaN
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283 9.504427e-07 NaN
* x: [1.00097, 1.00195]
284 9.504363e-07 NaN
* x: [1.00097, 1.00195]
285 9.504363e-07 NaN
* x: [1.00097, 1.00195]
286 9.504325e-07 NaN
* x: [1.00097, 1.00195]
287 9.504325e-07 NaN
* x: [1.00097, 1.00195]
288 9.504233e-07 NaN
* x: [1.00097, 1.00195]
289 9.504233e-07 NaN
* x: [1.00097, 1.00195]
290 9.504132e-07 NaN
* x: [1.00097, 1.00195]
291 9.504131e-07 NaN
* x: [1.00097, 1.00195]
292 9.504131e-07 NaN
* x: [1.00097, 1.00195]
293 9.504118e-07 NaN
* x: [1.00097, 1.00195]
294 9.504115e-07 NaN
* x: [1.00097, 1.00195]
295 9.504115e-07 NaN
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296 9.504115e-07 NaN
* x: [1.00097, 1.00195]
297 9.504114e-07 NaN
* x: [1.00097, 1.00195]
298 9.504111e-07 NaN
* x: [1.00097, 1.00195]
299 9.504109e-07 NaN
* x: [1.00097, 1.00195]
300 9.504108e-07 NaN
* x: [1.00097, 1.00195]
1.814865 seconds (1.25 M allocations: 62.499 MiB, 1.81% gc time)
./multivariate/solvers/zeroth_order/simulated_annealing.jl
Iter Function value Gradient norm
1 1.000000e+00 NaN
* x: [0.0, 0.0]
2 1.000000e+00 NaN
* x: [0.0, 0.0]
3 1.000000e+00 NaN
* x: [0.0, 0.0]
4 1.000000e+00 NaN
* x: [0.0, 0.0]
5 1.000000e+00 NaN
* x: [0.0, 0.0]
6 1.000000e+00 NaN
* x: [0.0, 0.0]
7 1.000000e+00 NaN
* x: [0.0, 0.0]
8 1.000000e+00 NaN
* x: [0.0, 0.0]
9 1.000000e+00 NaN
* x: [0.0, 0.0]
10 1.000000e+00 NaN
* x: [0.0, 0.0]
11 1.000000e+00 NaN
* x: [0.0, 0.0]
0.295034 seconds (716.92 k allocations: 31.089 MiB, 3.03% gc time)
./multivariate/array.jl
6.834770 seconds (3.55 M allocations: 172.003 MiB, 1.19% gc time)
./multivariate/extrapolate.jl
3.212952 seconds (1.58 M allocations: 84.898 MiB, 1.48% gc time)
./multivariate/lsthrow.jl
Testing Optim.ConjugateGradient
Testing Optim.GradientDescent
Testing Optim.LBFGS
Testing Optim.BFGS
Testing Optim.Newton
Testing Optim.AcceleratedGradientDescent
Testing Optim.MomentumGradientDescent
1.931025 seconds (757.37 k allocations: 40.884 MiB, 1.12% gc time)
./multivariate/precon.jl
1.998685 seconds (2.60 M allocations: 311.662 MiB, 4.64% gc time)
Test Summary: | Pass Total
multivariate | 210711 210711
INFO: Optim tests passed
INFO: No packages to install, update or remove
INFO: Testing LsqFit
Running tests:
* curve_fit.jl
norm(fit.param - [1.0, 2.0]) < 0.05 ? 0.004304589974208922
norm(errors - [0.017, 0.075]) < 0.1 ?0.07690253488744023
norm(fit.param - [1.0, 2.0]) < 0.05 ? 0.004304589631847736
* levenberg_marquardt.jl
0 4.093196e+03 NaN
* lambda: 10.0
1 2.798224e+03 5.199044e+02
* g(x): 519.9043679444208
* lambda: 1.0
* dx: [-1.37537, -2.26849, -0.516919]
2 4.992133e+02 2.193666e+02
* g(x): 219.3665686857945
* lambda: 0.1
* dx: [-3.33453, -5.79199, -2.0025]
3 9.266003e+00 2.104323e+01
* g(x): 21.043228273634405
* lambda: 0.010000000000000002
* dx: [-0.157349, 1.53033, -2.12792]
4 9.815963e-01 3.012647e-01
* g(x): 0.3012647255626779
* lambda: 0.0010000000000000002
* dx: [-0.0853385, 1.42208, -0.344097]
5 9.379170e-01 7.194056e-03
* g(x): 0.007194056038474006
* lambda: 0.00010000000000000003
* dx: [0.0577301, 0.095152, -0.0171907]
6 9.379163e-01 7.827368e-07
* g(x): 7.827367995150158e-7
* lambda: 1.0000000000000004e-5
* dx: [0.000258738, -0.000143761, -8.19913e-5]
7 9.379163e-01 7.482071e-12
* g(x): 7.482070518705086e-12
* lambda: 1.0000000000000004e-6
* dx: [9.7682e-8, -9.59348e-8, -7.42013e-9]
INFO: LsqFit tests passed
INFO: Testing NLsolve
Running tests:
WARNING: `backtracking!` is deprecated, use `BackTracking()` instead
Test Summary: | Pass Total
2by2 | 17 17
Test Summary: | Pass Total
finite_difference | 1 1
Function Dim NFEV NJEV Final inf-norm total time
--------------------------------------------------------------------------------------
Rosenbrock-trust_region 2 30 17 0.000000e+00 1.274976e-02
Rosenbrock-trust_region-AD 2 30 17 0.000000e+00 4.572300e-01
Rosenbrock-newton 2 6 5 8.881784e-15 8.426793e-02
Rosenbrock-newton-AD 2 6 5 8.881784e-15 6.772400e-05
Powell singular-trust_region 4 17 17 2.945101e-09 2.070021e-02
Powell singular-trust_region-AD 4 17 17 2.945101e-09 3.032771e-01
Powell singular-newton 4 20 19 2.945101e-09 8.154300e-05
Powell singular-newton-AD 4 20 19 2.945101e-09 1.041780e-04
Powell badly scaled-trust_region 2 15 14 7.051582e-12 2.289837e-02
Powell badly scaled-trust_region-AD 2 15 14 7.051582e-12 1.749639e-01
Powell badly scaled-newton 2 16 15 1.573341e-11 6.706000e-05
Powell badly scaled-newton-AD 2 16 15 1.573341e-11 8.004800e-05
Wood-trust_region 4 19 15 1.152565e-10 2.617001e-02
Wood-trust_region-AD 4 19 15 1.152340e-10 1.884983e-01
Wood-newton 4 18 17 6.972201e-14 1.101050e-04
Wood-newton-AD 4 18 17 4.884981e-14 1.423900e-04
Helical Valley-trust_region 3 10 9 1.110223e-14 3.290560e-02
Helical Valley-trust_region-AD 3 10 9 1.110223e-14 3.175887e-01
Helical Valley-newton 3 14 13 1.145685e-14 5.923600e-05
Helical Valley-newton-AD 3 14 13 1.145685e-14 7.741100e-05
Watson-trust_region 6 20 16 2.962335e-13 8.489969e-02
Watson-trust_region-AD 6 20 16 2.848138e-13 4.678663e-01
Watson-newton 6 16 15 3.157266e-13 1.441300e-04
Watson-newton-AD 6 16 15 3.107306e-13 1.188349e-03
Watson-trust_region 9 17 17 1.615683e-12 2.207430e-04
Watson-trust_region-AD 9 17 17 1.619032e-12 5.239297e-01
Watson-newton 9 17 16 5.399161e-15 2.514490e-04
Watson-newton-AD 9 17 16 1.418956e-14 2.025372e-03
Chebyquad-trust_region 5 8 5 9.143861e-09 3.489555e-02
Chebyquad-trust_region-AD 5 8 5 9.143861e-09 2.781931e-01
Chebyquad-trust_region 6 13 8 7.320533e-16 6.086600e-05
Chebyquad-trust_region-AD 6 13 8 7.320533e-16 1.082032e-01
Chebyquad-trust_region 7 10 6 6.329061e-10 4.675300e-05
Chebyquad-trust_region-AD 7 10 6 6.329061e-10 2.734769e-01
Chebyquad-trust_region 9 14 8 1.641395e-14 7.823900e-05
Chebyquad-trust_region-AD 9 14 8 1.641395e-14 1.113322e-01
Brown almost-linear-trust_region 10 5 5 3.382330e-09 9.239430e-02
Brown almost-linear-trust_region-AD 10 5 5 3.382330e-09 4.146297e-01
Brown almost-linear-trust_region 30 4 4 8.883264e-09 1.019540e-03
Brown almost-linear-trust_region-AD 30 4 4 8.883264e-09 2.424330e-04
Brown almost-linear-trust_region 40 4 4 1.570837e-09 1.520800e-04
Brown almost-linear-trust_region-AD 40 4 4 1.570837e-09 2.198071e-03
Discrete boundary value-trust_region 10 4 4 2.636780e-16 4.189705e-02
Discrete boundary value-trust_region-AD 10 4 4 2.636780e-16 1.972856e-01
Discrete boundary value-newton 10 7 6 2.636780e-16 6.600400e-05
Discrete boundary value-newton-AD 10 7 6 2.636780e-16 1.231920e-04
Discrete integral equation-trust_region 1 4 4 8.537615e-14 4.030152e-02
Discrete integral equation-trust_region-AD 1 4 4 8.537615e-14 3.941224e-01
Discrete integral equation-newton 1 7 6 8.537615e-14 7.587500e-05
Discrete integral equation-newton-AD 1 7 6 8.537615e-14 1.253810e-04
Discrete integral equation-trust_region 10 4 4 2.747802e-15 6.712900e-05
Discrete integral equation-trust_region-AD 10 4 4 2.747802e-15 2.984421e-01
Discrete integral equation-newton 10 7 6 2.747802e-15 9.074800e-05
Discrete integral equation-newton-AD 10 7 6 2.747802e-15 3.304960e-04
Trigonometric-trust_region 10 14 8 1.204299e-10 4.888184e-02
Trigonometric-trust_region-AD 10 14 8 1.204299e-10 1.569505e-01
Variably dimensioned-trust_region 10 15 15 1.323497e-12 4.182971e-02
Variably dimensioned-trust_region-AD 10 15 15 1.323497e-12 1.934608e-01
Variably dimensioned-newton 10 18 17 1.323497e-12 9.786500e-05
Variably dimensioned-newton-AD 10 18 17 1.323497e-12 1.860420e-04
Broyden tridiagonal-trust_region 10 5 5 7.548402e-10 2.614921e-02
Broyden tridiagonal-trust_region-AD 10 5 5 7.548402e-10 1.369152e-01
Broyden tridiagonal-newton 10 8 7 7.548402e-10 6.014500e-05
Broyden tridiagonal-newton-AD 10 8 7 7.548402e-10 1.080550e-04
Broyden banded-trust_region 10 6 6 9.359466e-09 4.343999e-02
Broyden banded-trust_region-AD 10 6 6 9.359466e-09 1.449342e-01
Broyden banded-newton 10 9 8 9.359466e-09 6.449800e-05
Broyden banded-newton-AD 10 9 8 9.359466e-09 1.406110e-04
Test Summary: | Pass Total
minpack | 68 68
Test Summary: | Pass Total
iface | 13 13
Test Summary: | Pass Total
already converged | 6 6
Test Summary: | Pass Total
autodiff | 2 2
Test Summary: | Pass Total
mcp_josephy | 18 18
Test Summary: |
difficult_mcp | No tests
Test Summary: | Pass Total
sparse | 10 10
Test Summary: | Pass Total
throws | 4 4
Test Summary: | Pass Total
f_g_counts | 4 4
Test Summary: | Pass Total
no linesearch | 1 1
INFO: NLsolve tests passed
3-element Array{Void,1}:
nothing
nothing
nothing
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