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github-actions bot commented Dec 6, 2025

Benchmark Results (Julia vlts)

Time benchmarks
master fec12eb... master / fec12eb...
multivariate/solvers/first_order/AdaMax 0.542 ± 0.0094 ms 0.541 ± 0.0093 ms 1 ± 0.024
multivariate/solvers/first_order/Adam 0.54 ± 0.0092 ms 0.539 ± 0.0094 ms 1 ± 0.024
multivariate/solvers/first_order/BFGS 0.262 ± 0.0086 ms 0.26 ± 0.0086 ms 1.01 ± 0.047
multivariate/solvers/first_order/ConjugateGradient 0.181 ± 0.0031 ms 0.18 ± 0.0033 ms 1.01 ± 0.025
multivariate/solvers/first_order/GradientDescent 1.55 ± 0.012 ms 1.54 ± 0.013 ms 1 ± 0.012
multivariate/solvers/first_order/LBFGS 0.233 ± 0.007 ms 0.232 ± 0.0072 ms 1 ± 0.044
multivariate/solvers/first_order/MomentumGradientDescent 2.18 ± 0.016 ms 2.17 ± 0.016 ms 1 ± 0.01
multivariate/solvers/first_order/NGMRES 0.433 ± 0.011 ms 0.424 ± 0.011 ms 1.02 ± 0.037
time_to_load 0.408 ± 0.0034 s 0.372 ± 0.0064 s 1.1 ± 0.021
Memory benchmarks
master fec12eb... master / fec12eb...
multivariate/solvers/first_order/AdaMax 0.34 k allocs: 7.19 kB 0.34 k allocs: 7.19 kB 1
multivariate/solvers/first_order/Adam 0.34 k allocs: 7.19 kB 0.34 k allocs: 7.19 kB 1
multivariate/solvers/first_order/BFGS 0.336 k allocs: 15 kB 0.336 k allocs: 15 kB 1
multivariate/solvers/first_order/ConjugateGradient 0.338 k allocs: 13.6 kB 0.338 k allocs: 13.6 kB 1
multivariate/solvers/first_order/GradientDescent 1.89 k allocs: 0.0713 MB 1.89 k allocs: 0.0713 MB 1
multivariate/solvers/first_order/LBFGS 0.317 k allocs: 14.2 kB 0.317 k allocs: 14.2 kB 1
multivariate/solvers/first_order/MomentumGradientDescent 2.24 k allocs: 0.077 MB 2.24 k allocs: 0.077 MB 1
multivariate/solvers/first_order/NGMRES 1.41 k allocs: 0.112 MB 1.41 k allocs: 0.112 MB 1
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 .

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codecov bot commented Dec 6, 2025

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 86.77%. Comparing base (432fc63) to head (fec12eb).
⚠️ Report is 3 commits behind head on master.

Additional details and impacted files
@@           Coverage Diff           @@
##           master    #1221   +/-   ##
=======================================
  Coverage   86.77%   86.77%           
=======================================
  Files          45       45           
  Lines        3539     3539           
=======================================
  Hits         3071     3071           
  Misses        468      468           

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pkofod commented Dec 7, 2025

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Because StatsBase gets it from Statistics .

@pkofod pkofod merged commit 540c97b into JuliaNLSolvers:master Dec 7, 2025
13 of 14 checks passed
@devmotion devmotion deleted the dmw/statsbase branch December 7, 2025 14:36
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