Try linesearches master

[pkofod]

No description provided.

[github-actions]

Benchmark Results (Julia vlts)

Time benchmarks

	master	19fdc45...	master / 19fdc45...
multivariate/solvers/first_order/AdaMax	0.5 ± 0.0058 ms	0.488 ± 0.0054 ms	1.02 ± 0.016
multivariate/solvers/first_order/Adam	0.498 ± 0.0054 ms	0.486 ± 0.0054 ms	1.02 ± 0.016
multivariate/solvers/first_order/BFGS	0.262 ± 0.0053 ms	0.212 ± 0.005 ms	1.24 ± 0.038
multivariate/solvers/first_order/ConjugateGradient	0.172 ± 0.0033 ms	0.258 ± 0.0055 ms	0.667 ± 0.019
multivariate/solvers/first_order/GradientDescent	1.56 ± 0.014 ms	1.55 ± 0.012 ms	1 ± 0.012
multivariate/solvers/first_order/LBFGS	0.24 ± 0.0054 ms	0.247 ± 0.0054 ms	0.97 ± 0.03
multivariate/solvers/first_order/MomentumGradientDescent	2.18 ± 0.016 ms	2.06 ± 0.016 ms	1.06 ± 0.011
multivariate/solvers/first_order/NGMRES	0.434 ± 0.0069 ms	0.395 ± 0.007 ms	1.1 ± 0.026
time_to_load	0.264 ± 0.0014 s	0.263 ± 0.00076 s	1.01 ± 0.006

Memory benchmarks

	master	19fdc45...	master / 19fdc45...
multivariate/solvers/first_order/AdaMax	0.34 k allocs: 7.28 kB	0.34 k allocs: 7.28 kB	1
multivariate/solvers/first_order/Adam	0.34 k allocs: 7.28 kB	0.34 k allocs: 7.28 kB	1
multivariate/solvers/first_order/BFGS	0.281 k allocs: 13.3 kB	0.251 k allocs: 11.4 kB	1.17
multivariate/solvers/first_order/ConjugateGradient	0.297 k allocs: 14.7 kB	0.421 k allocs: 20.7 kB	0.711
multivariate/solvers/first_order/GradientDescent	1.73 k allocs: 0.0757 MB	1.76 k allocs: 0.0782 MB	0.968
multivariate/solvers/first_order/LBFGS	0.304 k allocs: 15.1 kB	0.316 k allocs: 15.8 kB	0.957
multivariate/solvers/first_order/MomentumGradientDescent	2.07 k allocs: 0.0812 MB	2.02 k allocs: 0.0811 MB	1
multivariate/solvers/first_order/NGMRES	1.39 k allocs: 0.114 MB	1.13 k allocs: 0.0879 MB	1.29
time_to_load	0.153 k allocs: 14.5 kB	0.153 k allocs: 14.5 kB	1

A plot of the benchmark results has been uploaded as an artifact at .

[github-actions]

Benchmark Results (Julia v1)

Time benchmarks

	master	19fdc45...	master / 19fdc45...
multivariate/solvers/first_order/AdaMax	0.548 ± 0.0085 ms	0.549 ± 0.0091 ms	0.998 ± 0.023
multivariate/solvers/first_order/Adam	0.545 ± 0.008 ms	0.547 ± 0.008 ms	0.997 ± 0.021
multivariate/solvers/first_order/BFGS	0.205 ± 0.0052 ms	0.204 ± 0.0055 ms	1 ± 0.037
multivariate/solvers/first_order/ConjugateGradient	0.0478 ± 0.00071 ms	0.226 ± 0.0055 ms	0.211 ± 0.006
multivariate/solvers/first_order/GradientDescent	1.58 ± 0.019 ms	1.56 ± 0.021 ms	1.01 ± 0.018
multivariate/solvers/first_order/LBFGS	0.211 ± 0.0055 ms	0.219 ± 0.0056 ms	0.965 ± 0.035
multivariate/solvers/first_order/MomentumGradientDescent	2.29 ± 0.03 ms	2.16 ± 0.038 ms	1.06 ± 0.023
multivariate/solvers/first_order/NGMRES	0.521 ± 0.0091 ms	0.531 ± 0.008 ms	0.981 ± 0.023
time_to_load	0.287 ± 0.00086 s	0.285 ± 0.00067 s	1 ± 0.0038

Memory benchmarks

	master	19fdc45...	master / 19fdc45...
multivariate/solvers/first_order/AdaMax	0.354 k allocs: 7.19 kB	0.354 k allocs: 7.19 kB	1
multivariate/solvers/first_order/Adam	0.354 k allocs: 7.19 kB	0.354 k allocs: 7.19 kB	1
multivariate/solvers/first_order/BFGS	0.263 k allocs: 9.66 kB	0.27 k allocs: 9.61 kB	1
multivariate/solvers/first_order/ConjugateGradient	0.108 k allocs: 4.89 kB	0.419 k allocs: 16.4 kB	0.299
multivariate/solvers/first_order/GradientDescent	2 k allocs: 0.0708 MB	2.05 k allocs: 0.0743 MB	0.953
multivariate/solvers/first_order/LBFGS	0.336 k allocs: 13.7 kB	0.348 k allocs: 13.9 kB	0.989
multivariate/solvers/first_order/MomentumGradientDescent	2.39 k allocs: 0.0798 MB	2.3 k allocs: 0.0762 MB	1.05
multivariate/solvers/first_order/NGMRES	2.62 k allocs: 0.129 MB	2.41 k allocs: 0.116 MB	1.11
time_to_load	0.145 k allocs: 11 kB	0.145 k allocs: 11 kB	1

A plot of the benchmark results has been uploaded as an artifact at .

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 85.73%. Comparing base (96d0b65) to head (19fdc45).
⚠️ Report is 1 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #1249      +/-   ##
==========================================
- Coverage   86.48%   85.73%   -0.76%     
==========================================
  Files          44       44              
  Lines        3596     3596              
==========================================
- Hits         3110     3083      -27     
- Misses        486      513      +27     

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