R Under development (unstable) (2026-03-20 r89667 ucrt) -- "Unsuffered Consequences"
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> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
> # * https://testthat.r-lib.org/articles/special-files.html
> 
> library(testthat)
> library(mlstm)
> 
> test_check("mlstm")
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 num [1:5000, 1:10] 2.44e-07 2.44e-07 2.81e-03 2.44e-07 1.25e-03 ...
 num [1:1000, 1:10] 0.0535 0.0641 0.0864 0.1013 0.1375 ...

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[run_stm_vi] iter = 1 / 200; ELBO = -3635796.30744; dELBO = NA; label = -1743.13591; dLabel = NA

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[run_stm_vi] iter = 2 / 200; ELBO = -3630688.33654; dELBO = 1.40491e-03; label = -712.24618; dLabel = 5.91400e-01

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[run_stm_vi] iter = 3 / 200; ELBO = -3620660.19810; dELBO = 2.76205e-03; label = -432.89968; dLabel = 3.92205e-01

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[run_stm_vi] iter = 4 / 200; ELBO = -3608479.27730; dELBO = 3.36428e-03; label = -380.97173; dLabel = 1.19954e-01

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[run_stm_vi] iter = 5 / 200; ELBO = -3593053.90607; dELBO = 4.27476e-03; label = -383.49947; dLabel = -6.63497e-03

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[run_stm_vi] iter = 6 / 200; ELBO = -3574931.14800; dELBO = 5.04383e-03; label = -404.52611; dLabel = -5.48283e-02

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[run_stm_vi] iter = 7 / 200; ELBO = -3555630.57016; dELBO = 5.39887e-03; label = -432.29913; dLabel = -6.86557e-02

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[run_stm_vi] iter = 8 / 200; ELBO = -3536459.36402; dELBO = 5.39179e-03; label = -461.19659; dLabel = -6.68460e-02

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[run_stm_vi] iter = 9 / 200; ELBO = -3518723.78137; dELBO = 5.01507e-03; label = -488.52792; dLabel = -5.92618e-02

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[run_stm_vi] iter = 10 / 200; ELBO = -3502918.07922; dELBO = 4.49188e-03; label = -513.38593; dLabel = -5.08835e-02

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[run_stm_vi] iter = 11 / 200; ELBO = -3489298.35757; dELBO = 3.88811e-03; label = -535.75647; dLabel = -4.35745e-02

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[run_stm_vi] iter = 12 / 200; ELBO = -3477741.77486; dELBO = 3.31201e-03; label = -555.97304; dLabel = -3.77346e-02

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[run_stm_vi] iter = 13 / 200; ELBO = -3468098.64100; dELBO = 2.77281e-03; label = -574.33515; dLabel = -3.30270e-02

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[run_stm_vi] iter = 14 / 200; ELBO = -3460083.03610; dELBO = 2.31124e-03; label = -591.07583; dLabel = -2.91479e-02

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[run_stm_vi] iter = 15 / 200; ELBO = -3453194.94812; dELBO = 1.99073e-03; label = -606.43171; dLabel = -2.59795e-02

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[run_stm_vi] iter = 16 / 200; ELBO = -3447347.50183; dELBO = 1.69334e-03; label = -620.53178; dLabel = -2.32509e-02

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[run_stm_vi] iter = 17 / 200; ELBO = -3442461.96201; dELBO = 1.41719e-03; label = -633.45703; dLabel = -2.08293e-02

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[run_stm_vi] iter = 18 / 200; ELBO = -3438363.79560; dELBO = 1.19048e-03; label = -645.31820; dLabel = -1.87245e-02

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[run_stm_vi] iter = 19 / 200; ELBO = -3434813.21978; dELBO = 1.03264e-03; label = -656.21917; dLabel = -1.68924e-02

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[run_stm_vi] iter = 20 / 200; ELBO = -3431704.23520; dELBO = 9.05139e-04; label = -666.25415; dLabel = -1.52921e-02

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[run_stm_vi] iter = 21 / 200; ELBO = -3429066.04300; dELBO = 7.68770e-04; label = -675.52343; dLabel = -1.39125e-02

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[run_stm_vi] iter = 22 / 200; ELBO = -3426772.52985; dELBO = 6.68845e-04; label = -684.10589; dLabel = -1.27049e-02

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[run_stm_vi] iter = 23 / 200; ELBO = -3424769.12094; dELBO = 5.84634e-04; label = -692.09357; dLabel = -1.16761e-02

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[run_stm_vi] iter = 24 / 200; ELBO = -3422969.35102; dELBO = 5.25516e-04; label = -699.54119; dLabel = -1.07610e-02

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[run_stm_vi] iter = 25 / 200; ELBO = -3421356.14586; dELBO = 4.71288e-04; label = -706.47994; dLabel = -9.91900e-03

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[run_stm_vi] iter = 26 / 200; ELBO = -3419920.62158; dELBO = 4.19578e-04; label = -712.94071; dLabel = -9.14501e-03

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[run_stm_vi] iter = 27 / 200; ELBO = -3418643.62630; dELBO = 3.73399e-04; label = -718.94364; dLabel = -8.41996e-03

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[run_stm_vi] iter = 28 / 200; ELBO = -3417497.61685; dELBO = 3.35223e-04; label = -724.50174; dLabel = -7.73092e-03

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[run_stm_vi] iter = 29 / 200; ELBO = -3416412.14258; dELBO = 3.17623e-04; label = -729.63202; dLabel = -7.08112e-03

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[run_stm_vi] iter = 30 / 200; ELBO = -3415381.67921; dELBO = 3.01622e-04; label = -734.37848; dLabel = -6.50528e-03

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[run_stm_vi] iter = 31 / 200; ELBO = -3414441.86010; dELBO = 2.75172e-04; label = -738.75709; dLabel = -5.96233e-03

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[run_stm_vi] iter = 32 / 200; ELBO = -3413538.98735; dELBO = 2.64428e-04; label = -742.78045; dLabel = -5.44613e-03

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[run_stm_vi] iter = 33 / 200; ELBO = -3412736.29385; dELBO = 2.35150e-04; label = -746.48305; dLabel = -4.98477e-03

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[run_stm_vi] iter = 34 / 200; ELBO = -3411981.97816; dELBO = 2.21030e-04; label = -749.90015; dLabel = -4.57760e-03

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[run_stm_vi] iter = 35 / 200; ELBO = -3411282.30706; dELBO = 2.05063e-04; label = -753.07421; dLabel = -4.23265e-03

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[run_stm_vi] iter = 36 / 200; ELBO = -3410675.61397; dELBO = 1.77849e-04; label = -756.05700; dLabel = -3.96081e-03

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[run_stm_vi] iter = 37 / 200; ELBO = -3410120.53981; dELBO = 1.62746e-04; label = -758.86535; dLabel = -3.71447e-03

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[run_stm_vi] iter = 38 / 200; ELBO = -3409585.90763; dELBO = 1.56778e-04; label = -761.51707; dLabel = -3.49432e-03

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[run_stm_vi] iter = 39 / 200; ELBO = -3409066.92685; dELBO = 1.52212e-04; label = -764.01869; dLabel = -3.28505e-03

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[run_stm_vi] iter = 40 / 200; ELBO = -3408607.43157; dELBO = 1.34786e-04; label = -766.37071; dLabel = -3.07849e-03

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[run_stm_vi] iter = 41 / 200; ELBO = -3408207.88473; dELBO = 1.17217e-04; label = -768.57158; dLabel = -2.87180e-03

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[run_stm_vi] iter = 42 / 200; ELBO = -3407800.99279; dELBO = 1.19386e-04; label = -770.63778; dLabel = -2.68836e-03

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[run_stm_vi] iter = 43 / 200; ELBO = -3407440.53564; dELBO = 1.05774e-04; label = -772.58686; dLabel = -2.52918e-03

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[run_stm_vi] iter = 44 / 200; ELBO = -3407080.09976; dELBO = 1.05779e-04; label = -774.41948; dLabel = -2.37205e-03

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[run_stm_vi] iter = 45 / 200; ELBO = -3406743.76463; dELBO = 9.87165e-05; label = -776.16113; dLabel = -2.24898e-03

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[run_stm_vi] iter = 46 / 200; ELBO = -3406436.69444; dELBO = 9.01360e-05; label = -777.83898; dLabel = -2.16173e-03

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[run_stm_vi] iter = 47 / 200; ELBO = -3406152.22953; dELBO = 8.35081e-05; label = -779.45366; dLabel = -2.07586e-03

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[run_stm_vi] iter = 48 / 200; ELBO = -3405900.71514; dELBO = 7.38412e-05; label = -780.99893; dLabel = -1.98250e-03

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[run_stm_vi] iter = 49 / 200; ELBO = -3405639.63112; dELBO = 7.66564e-05; label = -782.46414; dLabel = -1.87608e-03

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[run_stm_vi] iter = 50 / 200; ELBO = -3405378.15488; dELBO = 7.67774e-05; label = -783.85290; dLabel = -1.77485e-03

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[run_stm_vi] iter = 51 / 200; ELBO = -3405134.29207; dELBO = 7.16111e-05; label = -785.16828; dLabel = -1.67810e-03

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[run_stm_vi] iter = 52 / 200; ELBO = -3404886.40606; dELBO = 7.27977e-05; label = -786.41821; dLabel = -1.59192e-03

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[run_stm_vi] iter = 53 / 200; ELBO = -3404638.49655; dELBO = 7.28099e-05; label = -787.60602; dLabel = -1.51040e-03

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[run_stm_vi] iter = 54 / 200; ELBO = -3404425.95111; dELBO = 6.24282e-05; label = -788.73539; dLabel = -1.43393e-03

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[run_stm_vi] iter = 55 / 200; ELBO = -3404238.37473; dELBO = 5.50978e-05; label = -789.80268; dLabel = -1.35317e-03

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[run_stm_vi] iter = 56 / 200; ELBO = -3404064.61536; dELBO = 5.10421e-05; label = -790.80733; dLabel = -1.27203e-03

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[run_stm_vi] iter = 57 / 200; ELBO = -3403899.53059; dELBO = 4.84964e-05; label = -791.75938; dLabel = -1.20389e-03

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[run_stm_vi] iter = 58 / 200; ELBO = -3403724.60036; dELBO = 5.13911e-05; label = -792.66121; dLabel = -1.13902e-03

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[run_stm_vi] iter = 59 / 200; ELBO = -3403541.23673; dELBO = 5.38715e-05; label = -793.51551; dLabel = -1.07776e-03

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[run_stm_vi] iter = 60 / 200; ELBO = -3403358.86702; dELBO = 5.35823e-05; label = -794.32445; dLabel = -1.01944e-03

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[run_stm_vi] iter = 61 / 200; ELBO = -3403183.60105; dELBO = 5.14979e-05; label = -795.09295; dLabel = -9.67480e-04

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[run_stm_vi] iter = 62 / 200; ELBO = -3403022.38005; dELBO = 4.73736e-05; label = -795.81519; dLabel = -9.08374e-04

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[run_stm_vi] iter = 63 / 200; ELBO = -3402895.46973; dELBO = 3.72934e-05; label = -796.50273; dLabel = -8.63948e-04

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[run_stm_vi] iter = 64 / 200; ELBO = -3402751.91620; dELBO = 4.21857e-05; label = -797.15915; dLabel = -8.24132e-04

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[run_stm_vi] iter = 65 / 200; ELBO = -3402616.74615; dELBO = 3.97237e-05; label = -797.77778; dLabel = -7.76033e-04

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[run_stm_vi] iter = 66 / 200; ELBO = -3402506.86408; dELBO = 3.22934e-05; label = -798.35747; dLabel = -7.26638e-04

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[run_stm_vi] iter = 67 / 200; ELBO = -3402404.26471; dELBO = 3.01541e-05; label = -798.90076; dLabel = -6.80502e-04

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[run_stm_vi] iter = 68 / 200; ELBO = -3402289.09096; dELBO = 3.38507e-05; label = -799.41440; dLabel = -6.42939e-04

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[run_stm_vi] iter = 69 / 200; ELBO = -3402190.18498; dELBO = 2.90704e-05; label = -799.90593; dLabel = -6.14866e-04

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[run_stm_vi] iter = 70 / 200; ELBO = -3402089.31950; dELBO = 2.96472e-05; label = -800.36848; dLabel = -5.78250e-04

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[run_stm_vi] iter = 71 / 200; ELBO = -3401984.27834; dELBO = 3.08755e-05; label = -800.79407; dLabel = -5.31747e-04

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[run_stm_vi] iter = 72 / 200; ELBO = -3401889.50671; dELBO = 2.78578e-05; label = -801.19691; dLabel = -5.03046e-04

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[run_stm_vi] iter = 73 / 200; ELBO = -3401811.59488; dELBO = 2.29025e-05; label = -801.58255; dLabel = -4.81332e-04

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[run_stm_vi] iter = 74 / 200; ELBO = -3401728.66724; dELBO = 2.43775e-05; label = -801.95580; dLabel = -4.65647e-04

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[run_stm_vi] iter = 75 / 200; ELBO = -3401650.86679; dELBO = 2.28709e-05; label = -802.32043; dLabel = -4.54669e-04

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[run_stm_vi] iter = 76 / 200; ELBO = -3401575.08550; dELBO = 2.22778e-05; label = -802.68048; dLabel = -4.48764e-04

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[run_stm_vi] iter = 77 / 200; ELBO = -3401503.98627; dELBO = 2.09019e-05; label = -803.03207; dLabel = -4.38022e-04

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[run_stm_vi] iter = 78 / 200; ELBO = -3401432.08387; dELBO = 2.11384e-05; label = -803.36698; dLabel = -4.17049e-04

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[run_stm_vi] iter = 79 / 200; ELBO = -3401373.45739; dELBO = 1.72358e-05; label = -803.69229; dLabel = -4.04935e-04

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[run_stm_vi] iter = 80 / 200; ELBO = -3401307.73778; dELBO = 1.93215e-05; label = -804.01300; dLabel = -3.99045e-04

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[run_stm_vi] iter = 81 / 200; ELBO = -3401236.10989; dELBO = 2.10589e-05; label = -804.32300; dLabel = -3.85571e-04

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[run_stm_vi] iter = 82 / 200; ELBO = -3401162.85084; dELBO = 2.15389e-05; label = -804.61146; dLabel = -3.58635e-04

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[run_stm_vi] iter = 83 / 200; ELBO = -3401097.05994; dELBO = 1.93437e-05; label = -804.88407; dLabel = -3.38817e-04

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[run_stm_vi] iter = 84 / 200; ELBO = -3401036.21174; dELBO = 1.78908e-05; label = -805.13775; dLabel = -3.15167e-04

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[run_stm_vi] iter = 85 / 200; ELBO = -3400989.46891; dELBO = 1.37437e-05; label = -805.37728; dLabel = -2.97500e-04

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[run_stm_vi] iter = 86 / 200; ELBO = -3400942.89248; dELBO = 1.36950e-05; label = -805.60389; dLabel = -2.81370e-04

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[run_stm_vi] iter = 87 / 200; ELBO = -3400896.49001; dELBO = 1.36440e-05; label = -805.82574; dLabel = -2.75386e-04

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[run_stm_vi] iter = 88 / 200; ELBO = -3400849.31822; dELBO = 1.38704e-05; label = -806.04715; dLabel = -2.74765e-04

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[run_stm_vi] iter = 89 / 200; ELBO = -3400792.22413; dELBO = 1.67882e-05; label = -806.26796; dLabel = -2.73938e-04

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[run_stm_vi] iter = 90 / 200; ELBO = -3400743.94052; dELBO = 1.41978e-05; label = -806.49058; dLabel = -2.76118e-04

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[run_stm_vi] iter = 91 / 200; ELBO = -3400696.33374; dELBO = 1.39989e-05; label = -806.71550; dLabel = -2.78882e-04

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[run_stm_vi] iter = 92 / 200; ELBO = -3400647.82471; dELBO = 1.42644e-05; label = -806.93349; dLabel = -2.70224e-04

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[run_stm_vi] iter = 93 / 200; ELBO = -3400605.04884; dELBO = 1.25787e-05; label = -807.14143; dLabel = -2.57689e-04

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[run_stm_vi] iter = 94 / 200; ELBO = -3400567.57039; dELBO = 1.10211e-05; label = -807.33990; dLabel = -2.45899e-04

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[run_stm_vi] iter = 95 / 200; ELBO = -3400525.24349; dELBO = 1.24470e-05; label = -807.52856; dLabel = -2.33677e-04

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[run_stm_vi] iter = 96 / 200; ELBO = -3400499.05622; dELBO = 7.70095e-06; label = -807.70602; dLabel = -2.19753e-04

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[run_stm_vi] iter = 97 / 200; ELBO = -3400467.92071; dELBO = 9.15616e-06; label = -807.87887; dLabel = -2.14001e-04

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[run_stm_vi] iter = 98 / 200; ELBO = -3400433.70932; dELBO = 1.00608e-05; label = -808.05071; dLabel = -2.12710e-04

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[run_stm_vi] iter = 99 / 200; ELBO = -3400394.06959; dELBO = 1.16573e-05; label = -808.22409; dLabel = -2.14565e-04

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[run_stm_vi] iter = 100 / 200; ELBO = -3400349.98810; dELBO = 1.29636e-05; label = -808.39551; dLabel = -2.12090e-04

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[run_stm_vi] iter = 101 / 200; ELBO = -3400312.98740; dELBO = 1.08814e-05; label = -808.56432; dLabel = -2.08825e-04

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[run_stm_vi] iter = 102 / 200; ELBO = -3400276.11208; dELBO = 1.08447e-05; label = -808.73057; dLabel = -2.05613e-04

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[run_stm_vi] iter = 103 / 200; ELBO = -3400238.17995; dELBO = 1.11556e-05; label = -808.89159; dLabel = -1.99095e-04

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[run_stm_vi] iter = 104 / 200; ELBO = -3400214.43728; dELBO = 6.98265e-06; label = -809.04489; dLabel = -1.89526e-04

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[run_stm_vi] iter = 105 / 200; ELBO = -3400189.83090; dELBO = 7.23671e-06; label = -809.18835; dLabel = -1.77321e-04

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[run_stm_vi] iter = 106 / 200; ELBO = -3400167.10295; dELBO = 6.68432e-06; label = -809.32368; dLabel = -1.67230e-04

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[run_stm_vi] iter = 107 / 200; ELBO = -3400142.34205; dELBO = 7.28226e-06; label = -809.45761; dLabel = -1.65494e-04

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[run_stm_vi] iter = 108 / 200; ELBO = -3400117.13582; dELBO = 7.41329e-06; label = -809.59291; dLabel = -1.67146e-04

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[run_stm_vi] iter = 109 / 200; ELBO = -3400088.92171; dELBO = 8.29798e-06; label = -809.72731; dLabel = -1.66003e-04

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[run_stm_vi] iter = 110 / 200; ELBO = -3400051.60192; dELBO = 1.09761e-05; label = -809.85405; dLabel = -1.56530e-04

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[run_stm_vi] iter = 111 / 200; ELBO = -3400028.05048; dELBO = 6.92679e-06; label = -809.97043; dLabel = -1.43704e-04

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[run_stm_vi] iter = 112 / 200; ELBO = -3400011.02520; dELBO = 5.00739e-06; label = -810.08171; dLabel = -1.37385e-04

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[run_stm_vi] iter = 113 / 200; ELBO = -3399990.77430; dELBO = 5.95613e-06; label = -810.19168; dLabel = -1.35748e-04

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[run_stm_vi] iter = 114 / 200; ELBO = -3399967.59599; dELBO = 6.81717e-06; label = -810.30668; dLabel = -1.41949e-04

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[run_stm_vi] iter = 115 / 200; ELBO = -3399945.00467; dELBO = 6.64457e-06; label = -810.42397; dLabel = -1.44748e-04

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[run_stm_vi] iter = 116 / 200; ELBO = -3399921.92239; dELBO = 6.78901e-06; label = -810.53604; dLabel = -1.38282e-04

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[run_stm_vi] iter = 117 / 200; ELBO = -3399907.53218; dELBO = 4.23251e-06; label = -810.64062; dLabel = -1.29025e-04

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[run_stm_vi] iter = 118 / 200; ELBO = -3399896.80065; dELBO = 3.15642e-06; label = -810.73774; dLabel = -1.19811e-04

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[run_stm_vi] iter = 119 / 200; ELBO = -3399878.32533; dELBO = 5.43408e-06; label = -810.82435; dLabel = -1.06823e-04

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[run_stm_vi] iter = 120 / 200; ELBO = -3399862.74398; dELBO = 4.58291e-06; label = -810.89917; dLabel = -9.22774e-05

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[run_stm_vi] iter = 121 / 200; ELBO = -3399841.07311; dELBO = 6.37404e-06; label = -810.96325; dLabel = -7.90173e-05

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[run_stm_vi] iter = 122 / 200; ELBO = -3399823.78647; dELBO = 5.08454e-06; label = -811.02068; dLabel = -7.08288e-05

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[run_stm_vi] iter = 123 / 200; ELBO = -3399812.11071; dELBO = 3.43422e-06; label = -811.07392; dLabel = -6.56359e-05

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[run_stm_vi] iter = 124 / 200; ELBO = -3399801.88261; dELBO = 3.00843e-06; label = -811.12352; dLabel = -6.11568e-05

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[run_stm_vi] iter = 125 / 200; ELBO = -3399792.84884; dELBO = 2.65715e-06; label = -811.16943; dLabel = -5.66024e-05

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[run_stm_vi] iter = 126 / 200; ELBO = -3399776.35556; dELBO = 4.85126e-06; label = -811.21555; dLabel = -5.68520e-05

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[run_stm_vi] iter = 127 / 200; ELBO = -3399754.53675; dELBO = 6.41772e-06; label = -811.26631; dLabel = -6.25795e-05

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[run_stm_vi] iter = 128 / 200; ELBO = -3399734.56381; dELBO = 5.87482e-06; label = -811.32054; dLabel = -6.68464e-05

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[run_stm_vi] iter = 129 / 200; ELBO = -3399716.22681; dELBO = 5.39366e-06; label = -811.37918; dLabel = -7.22752e-05

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[run_stm_vi] iter = 130 / 200; ELBO = -3399695.61145; dELBO = 6.06385e-06; label = -811.43914; dLabel = -7.38940e-05

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[run_stm_vi] iter = 131 / 200; ELBO = -3399677.70844; dELBO = 5.26606e-06; label = -811.49795; dLabel = -7.24747e-05

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[run_stm_vi] iter = 132 / 200; ELBO = -3399659.80607; dELBO = 5.26590e-06; label = -811.55561; dLabel = -7.10523e-05

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[run_stm_vi] iter = 133 / 200; ELBO = -3399641.61618; dELBO = 5.35050e-06; label = -811.61293; dLabel = -7.06354e-05

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[run_stm_vi] iter = 134 / 200; ELBO = -3399622.08005; dELBO = 5.74653e-06; label = -811.67268; dLabel = -7.36169e-05

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[run_stm_vi] iter = 135 / 200; ELBO = -3399608.07295; dELBO = 4.12020e-06; label = -811.73768; dLabel = -8.00871e-05

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[run_stm_vi] iter = 136 / 200; ELBO = -3399593.92013; dELBO = 4.16307e-06; label = -811.80749; dLabel = -8.59921e-05

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[run_stm_vi] iter = 137 / 200; ELBO = -3399583.33443; dELBO = 3.11381e-06; label = -811.88084; dLabel = -9.03560e-05

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[run_stm_vi] iter = 138 / 200; ELBO = -3399570.74050; dELBO = 3.70455e-06; label = -811.95753; dLabel = -9.44635e-05

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[run_stm_vi] iter = 139 / 200; ELBO = -3399552.22402; dELBO = 5.44671e-06; label = -812.03341; dLabel = -9.34573e-05

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[run_stm_vi] iter = 140 / 200; ELBO = -3399533.03229; dELBO = 5.64537e-06; label = -812.10235; dLabel = -8.48876e-05

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[run_stm_vi] iter = 141 / 200; ELBO = -3399519.13994; dELBO = 4.08655e-06; label = -812.16736; dLabel = -8.00601e-05

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[run_stm_vi] iter = 142 / 200; ELBO = -3399507.58682; dELBO = 3.39846e-06; label = -812.23035; dLabel = -7.75538e-05

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[run_stm_vi] iter = 143 / 200; ELBO = -3399489.40365; dELBO = 5.34877e-06; label = -812.29036; dLabel = -7.38865e-05

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[run_stm_vi] iter = 144 / 200; ELBO = -3399474.74401; dELBO = 4.31230e-06; label = -812.34615; dLabel = -6.86847e-05

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[run_stm_vi] iter = 145 / 200; ELBO = -3399466.15345; dELBO = 2.52703e-06; label = -812.40134; dLabel = -6.79335e-05

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[run_stm_vi] iter = 146 / 200; ELBO = -3399456.22410; dELBO = 2.92085e-06; label = -812.45790; dLabel = -6.96246e-05

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[run_stm_vi] iter = 147 / 200; ELBO = -3399447.03681; dELBO = 2.70258e-06; label = -812.51249; dLabel = -6.71903e-05

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[run_stm_vi] iter = 148 / 200; ELBO = -3399438.50832; dELBO = 2.50879e-06; label = -812.55659; dLabel = -5.42678e-05

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[run_stm_vi] iter = 149 / 200; ELBO = -3399429.07689; dELBO = 2.77441e-06; label = -812.59010; dLabel = -4.12433e-05

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[run_stm_vi] iter = 150 / 200; ELBO = -3399418.35197; dELBO = 3.15492e-06; label = -812.61726; dLabel = -3.34273e-05

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[run_stm_vi] iter = 151 / 200; ELBO = -3399409.40064; dELBO = 2.63319e-06; label = -812.64418; dLabel = -3.31321e-05

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[run_stm_vi] iter = 152 / 200; ELBO = -3399403.19049; dELBO = 1.82683e-06; label = -812.67200; dLabel = -3.42336e-05

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[run_stm_vi] iter = 153 / 200; ELBO = -3399394.69789; dELBO = 2.49826e-06; label = -812.69907; dLabel = -3.33108e-05

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[run_stm_vi] iter = 154 / 200; ELBO = -3399385.17931; dELBO = 2.80008e-06; label = -812.72435; dLabel = -3.11056e-05

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[run_stm_vi] iter = 155 / 200; ELBO = -3399377.18927; dELBO = 2.35044e-06; label = -812.74826; dLabel = -2.94134e-05

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[run_stm_vi] iter = 156 / 200; ELBO = -3399371.64879; dELBO = 1.62985e-06; label = -812.77285; dLabel = -3.02613e-05

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[run_stm_vi] iter = 157 / 200; ELBO = -3399369.17602; dELBO = 7.27419e-07; label = -812.80019; dLabel = -3.36276e-05

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[run_stm_vi] iter = 158 / 200; ELBO = -3399366.78795; dELBO = 7.02506e-07; label = -812.82938; dLabel = -3.59210e-05

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[run_stm_vi] iter = 159 / 200; ELBO = -3399361.35098; dELBO = 1.59941e-06; label = -812.85898; dLabel = -3.64150e-05

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[run_stm_vi] iter = 160 / 200; ELBO = -3399355.93083; dELBO = 1.59446e-06; label = -812.88658; dLabel = -3.39580e-05

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[run_stm_vi] iter = 161 / 200; ELBO = -3399348.46980; dELBO = 2.19484e-06; label = -812.91225; dLabel = -3.15752e-05

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[run_stm_vi] iter = 162 / 200; ELBO = -3399342.83315; dELBO = 1.65816e-06; label = -812.93569; dLabel = -2.88318e-05

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[run_stm_vi] iter = 163 / 200; ELBO = -3399336.12461; dELBO = 1.97348e-06; label = -812.95808; dLabel = -2.75459e-05

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[run_stm_vi] iter = 164 / 200; ELBO = -3399324.36570; dELBO = 3.45918e-06; label = -812.97964; dLabel = -2.65192e-05

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[run_stm_vi] iter = 165 / 200; ELBO = -3399313.59226; dELBO = 3.16929e-06; label = -812.99967; dLabel = -2.46327e-05

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[run_stm_vi] iter = 166 / 200; ELBO = -3399305.03086; dELBO = 2.51857e-06; label = -813.01618; dLabel = -2.03066e-05

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[run_stm_vi] iter = 167 / 200; ELBO = -3399300.26485; dELBO = 1.40206e-06; label = -813.03096; dLabel = -1.81850e-05

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[run_stm_vi] iter = 168 / 200; ELBO = -3399296.31613; dELBO = 1.16163e-06; label = -813.04516; dLabel = -1.74601e-05

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[run_stm_vi] iter = 169 / 200; ELBO = -3399291.73403; dELBO = 1.34796e-06; label = -813.05911; dLabel = -1.71580e-05

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[run_stm_vi] iter = 170 / 200; ELBO = -3399285.41021; dELBO = 1.86033e-06; label = -813.07271; dLabel = -1.67277e-05

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[run_stm_vi] iter = 171 / 200; ELBO = -3399275.97542; dELBO = 2.77552e-06; label = -813.08363; dLabel = -1.34329e-05

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[run_stm_vi] iter = 172 / 200; ELBO = -3399266.69463; dELBO = 2.73023e-06; label = -813.09173; dLabel = -9.96318e-06

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[run_stm_vi] iter = 173 / 200; ELBO = -3399259.75596; dELBO = 2.04122e-06; label = -813.10143; dLabel = -1.19246e-05

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[run_stm_vi] iter = 174 / 200; ELBO = -3399253.86381; dELBO = 1.73336e-06; label = -813.11370; dLabel = -1.50930e-05

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[run_stm_vi] iter = 175 / 200; ELBO = -3399249.13525; dELBO = 1.39106e-06; label = -813.12844; dLabel = -1.81302e-05

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[run_stm_vi] iter = 176 / 200; ELBO = -3399239.98530; dELBO = 2.69176e-06; label = -813.14531; dLabel = -2.07431e-05

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[run_stm_vi] iter = 177 / 200; ELBO = -3399233.27340; dELBO = 1.97453e-06; label = -813.16313; dLabel = -2.19160e-05

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[run_stm_vi] iter = 178 / 200; ELBO = -3399226.54004; dELBO = 1.98085e-06; label = -813.18070; dLabel = -2.16105e-05

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[run_stm_vi] iter = 179 / 200; ELBO = -3399218.76732; dELBO = 2.28661e-06; label = -813.19818; dLabel = -2.14954e-05

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[run_stm_vi] iter = 180 / 200; ELBO = -3399209.68340; dELBO = 2.67236e-06; label = -813.21403; dLabel = -1.94952e-05

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[run_stm_vi] iter = 181 / 200; ELBO = -3399204.24668; dELBO = 1.59941e-06; label = -813.22677; dLabel = -1.56623e-05

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[run_stm_vi] iter = 182 / 200; ELBO = -3399203.21320; dELBO = 3.04035e-07; label = -813.23865; dLabel = -1.46074e-05

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[run_stm_vi] iter = 183 / 200; ELBO = -3399201.42865; dELBO = 5.24991e-07; label = -813.25070; dLabel = -1.48119e-05

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[run_stm_vi] iter = 184 / 200; ELBO = -3399197.19200; dELBO = 1.24636e-06; label = -813.26319; dLabel = -1.53574e-05

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[run_stm_vi] iter = 185 / 200; ELBO = -3399193.30553; dELBO = 1.14335e-06; label = -813.27644; dLabel = -1.63006e-05

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[run_stm_vi] iter = 186 / 200; ELBO = -3399190.68612; dELBO = 7.70596e-07; label = -813.29073; dLabel = -1.75708e-05

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[run_stm_vi] iter = 187 / 200; ELBO = -3399185.27022; dELBO = 1.59329e-06; label = -813.30663; dLabel = -1.95533e-05

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[run_stm_vi] iter = 188 / 200; ELBO = -3399181.68462; dELBO = 1.05484e-06; label = -813.32307; dLabel = -2.02060e-05

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[run_stm_vi] iter = 189 / 200; ELBO = -3399174.87953; dELBO = 2.00198e-06; label = -813.33911; dLabel = -1.97298e-05

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[run_stm_vi] iter = 190 / 200; ELBO = -3399168.44226; dELBO = 1.89377e-06; label = -813.35406; dLabel = -1.83738e-05

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[run_stm_vi] iter = 191 / 200; ELBO = -3399166.16363; dELBO = 6.70349e-07; label = -813.36666; dLabel = -1.54912e-05

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[run_stm_vi] iter = 192 / 200; ELBO = -3399165.09802; dELBO = 3.13492e-07; label = -813.37845; dLabel = -1.44914e-05

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[run_stm_vi] iter = 193 / 200; ELBO = -3399163.17908; dELBO = 5.64532e-07; label = -813.38982; dLabel = -1.39821e-05

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[run_stm_vi] iter = 194 / 200; ELBO = -3399159.16232; dELBO = 1.18169e-06; label = -813.40085; dLabel = -1.35632e-05

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[run_stm_vi] iter = 195 / 200; ELBO = -3399154.76104; dELBO = 1.29482e-06; label = -813.41125; dLabel = -1.27852e-05

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[run_stm_vi] iter = 197 / 200; ELBO = -3399142.91645; dELBO = 1.38546e-06; label = -813.42993; dLabel = -1.14495e-05

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[run_stm_vi] iter = 198 / 200; ELBO = -3399137.72706; dELBO = 1.52668e-06; label = -813.44152; dLabel = -1.42497e-05

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[run_mlstm_vi] iter = 126 / 200; ELBO = -3398037.39375; dELBO = 5.45011e-06; label = -4214.36656; dLabel = -2.64680e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 127 / 200; ELBO = -3398020.62604; dELBO = 4.93453e-06; label = -4214.37758; dLabel = -2.61669e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 128 / 200; ELBO = -3398005.54746; dELBO = 4.43746e-06; label = -4214.38825; dLabel = -2.53153e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 129 / 200; ELBO = -3397982.85932; dELBO = 6.67690e-06; label = -4214.39816; dLabel = -2.35158e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 130 / 200; ELBO = -3397963.59245; dELBO = 5.67009e-06; label = -4214.40741; dLabel = -2.19351e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 131 / 200; ELBO = -3397943.22902; dELBO = 5.99283e-06; label = -4214.41598; dLabel = -2.03486e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 132 / 200; ELBO = -3397926.77707; dELBO = 4.84174e-06; label = -4214.42382; dLabel = -1.86022e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 133 / 200; ELBO = -3397906.74658; dELBO = 5.89492e-06; label = -4214.43188; dLabel = -1.91203e-06

[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 135 / 200; ELBO = -3397871.13770; dELBO = 4.42669e-06; label = -4214.45184; dLabel = -2.51067e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 136 / 200; ELBO = -3397853.17956; dELBO = 5.28511e-06; label = -4214.46254; dLabel = -2.53862e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 137 / 200; ELBO = -3397832.83154; dELBO = 5.98849e-06; label = -4214.47262; dLabel = -2.39170e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 138 / 200; ELBO = -3397808.97304; dELBO = 7.02168e-06; label = -4214.48215; dLabel = -2.26082e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 139 / 200; ELBO = -3397785.56534; dELBO = 6.88906e-06; label = -4214.49153; dLabel = -2.22601e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 140 / 200; ELBO = -3397767.57837; dELBO = 5.29374e-06; label = -4214.50029; dLabel = -2.07867e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 141 / 200; ELBO = -3397757.38571; dELBO = 2.99981e-06; label = -4214.50811; dLabel = -1.85429e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 142 / 200; ELBO = -3397751.27717; dELBO = 1.79781e-06; label = -4214.51524; dLabel = -1.69351e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 143 / 200; ELBO = -3397741.94093; dELBO = 2.74777e-06; label = -4214.52244; dLabel = -1.70643e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 144 / 200; ELBO = -3397734.15103; dELBO = 2.29267e-06; label = -4214.53038; dLabel = -1.88506e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 145 / 200; ELBO = -3397724.84183; dELBO = 2.73983e-06; label = -4214.53885; dLabel = -2.01019e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 146 / 200; ELBO = -3397714.39744; dELBO = 3.07394e-06; label = -4214.54765; dLabel = -2.08760e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 147 / 200; ELBO = -3397706.43614; dELBO = 2.34313e-06; label = -4214.55685; dLabel = -2.18187e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 148 / 200; ELBO = -3397698.32727; dELBO = 2.38657e-06; label = -4214.56657; dLabel = -2.30582e-06

[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 150 / 200; ELBO = -3397683.65139; dELBO = 2.16079e-06; label = -4214.58697; dLabel = -2.45473e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 151 / 200; ELBO = -3397673.14308; dELBO = 3.09279e-06; label = -4214.59684; dLabel = -2.34206e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 152 / 200; ELBO = -3397664.12303; dELBO = 2.65477e-06; label = -4214.60627; dLabel = -2.23648e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 153 / 200; ELBO = -3397651.49487; dELBO = 3.71672e-06; label = -4214.61582; dLabel = -2.26647e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 154 / 200; ELBO = -3397639.82056; dELBO = 3.43599e-06; label = -4214.62578; dLabel = -2.36435e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 155 / 200; ELBO = -3397620.29500; dELBO = 5.74680e-06; label = -4214.63600; dLabel = -2.42355e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 156 / 200; ELBO = -3397604.27068; dELBO = 4.71634e-06; label = -4214.64604; dLabel = -2.38381e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 157 / 200; ELBO = -3397592.65340; dELBO = 3.41926e-06; label = -4214.65575; dLabel = -2.30265e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 158 / 200; ELBO = -3397580.83969; dELBO = 3.47708e-06; label = -4214.66512; dLabel = -2.22410e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 159 / 200; ELBO = -3397569.28975; dELBO = 3.39946e-06; label = -4214.67418; dLabel = -2.15010e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 160 / 200; ELBO = -3397562.00393; dELBO = 2.14442e-06; label = -4214.68278; dLabel = -2.04010e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 161 / 200; ELBO = -3397553.82506; dELBO = 2.40728e-06; label = -4214.69095; dLabel = -1.93885e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 162 / 200; ELBO = -3397539.80689; dELBO = 4.12596e-06; label = -4214.69880; dLabel = -1.86167e-06

[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 168 / 200; ELBO = -3397483.33351; dELBO = 1.79613e-06; label = -4214.74771; dLabel = -2.03729e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 169 / 200; ELBO = -3397474.61747; dELBO = 2.56544e-06; label = -4214.75575; dLabel = -1.90719e-06

[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 173 / 200; ELBO = -3397439.32428; dELBO = 3.20674e-06; label = -4214.78548; dLabel = -1.53955e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 174 / 200; ELBO = -3397429.55439; dELBO = 2.87566e-06; label = -4214.79114; dLabel = -1.34223e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 175 / 200; ELBO = -3397419.84047; dELBO = 2.85920e-06; label = -4214.79581; dLabel = -1.10700e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 176 / 200; ELBO = -3397412.00268; dELBO = 2.30698e-06; label = -4214.79960; dLabel = -9.00317e-07

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 177 / 200; ELBO = -3397404.23092; dELBO = 2.28755e-06; label = -4214.80374; dLabel = -9.81999e-07

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 178 / 200; ELBO = -3397394.61121; dELBO = 2.83149e-06; label = -4214.80857; dLabel = -1.14621e-06

[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 182 / 200; ELBO = -3397369.14666; dELBO = 1.52190e-06; label = -4214.82624; dLabel = -1.01311e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 183 / 200; ELBO = -3397367.94306; dELBO = 3.54273e-07; label = -4214.83068; dLabel = -1.05457e-06

[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 189 / 200; ELBO = -3397350.65460; dELBO = 1.78417e-06; label = -4214.85385; dLabel = -7.53153e-07

[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 191 / 200; ELBO = -3397335.72809; dELBO = 2.41155e-06; label = -4214.86070; dLabel = -7.98416e-07

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 192 / 200; ELBO = -3397330.45618; dELBO = 1.55178e-06; label = -4214.86357; dLabel = -6.80107e-07

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 193 / 200; ELBO = -3397325.66022; dELBO = 1.41169e-06; label = -4214.86622; dLabel = -6.29847e-07

[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
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[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 196 / 200; ELBO = -3397309.18306; dELBO = 1.65309e-06; label = -4214.87579; dLabel = -8.76944e-07

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 197 / 200; ELBO = -3397304.39373; dELBO = 1.40974e-06; label = -4214.87996; dLabel = -9.87826e-07

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 198 / 200; ELBO = -3397302.05388; dELBO = 6.88738e-07; label = -4214.88441; dLabel = -1.05582e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 199 / 200; ELBO = -3397297.93124; dELBO = 1.21350e-06; label = -4214.88927; dLabel = -1.15338e-06

[E-step] 1000/1000 (100.0%)
[run_mlstm_vi] iter = 200 / 200; ELBO = -3397291.60474; dELBO = 1.86222e-06; label = -4214.89482; dLabel = -1.31782e-06
[ FAIL 0 | WARN 0 | SKIP 1 | PASS 0 ]

══ Skipped tests (1) ═══════════════════════════════════════════════════════════
• empty test (1): 'test-test_mlstm.R:1:1'

[ FAIL 0 | WARN 0 | SKIP 1 | PASS 0 ]
> 
> proc.time()
   user  system elapsed 
 118.34   71.95  110.25